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ht-stmini-cls-v6_ftis_noPretrain-msm-bml

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End of training

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README.md CHANGED
@@ -16,9 +16,9 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.9903
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- - Accuracy: 0.8898
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- - Macro F1: 0.7172
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  ## Model description
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@@ -50,385 +50,444 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Macro F1 |
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  |:-------------:|:--------:|:-----:|:---------------:|:--------:|:--------:|
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- | 7945.2606 | 0.0013 | 174 | 7366.6055 | 0.0622 | 0.0281 |
54
- | 5262.9688 | 1.0013 | 348 | 4403.3711 | 0.0665 | 0.0282 |
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- | 3392.5281 | 2.0013 | 522 | 1266.1326 | 0.0868 | 0.0312 |
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- | 863.4582 | 3.0013 | 696 | 558.9553 | 0.3159 | 0.0610 |
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- | 590.4184 | 4.0013 | 870 | 441.1434 | 0.3785 | 0.0665 |
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- | 473.3035 | 5.0013 | 1044 | 356.5721 | 0.4197 | 0.0853 |
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- | 350.641 | 6.0012 | 1218 | 281.2345 | 0.4399 | 0.0951 |
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- | 278.9873 | 7.0012 | 1392 | 215.8815 | 0.4573 | 0.1054 |
61
- | 180.6068 | 8.0012 | 1566 | 158.1206 | 0.4761 | 0.1063 |
62
- | 114.3204 | 9.0012 | 1740 | 114.4593 | 0.4812 | 0.1127 |
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- | 117.0025 | 10.0012 | 1914 | 84.2085 | 0.4917 | 0.1167 |
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- | 69.7854 | 11.0012 | 2088 | 63.4770 | 0.4981 | 0.1175 |
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- | 61.3397 | 12.0012 | 2262 | 48.6393 | 0.5117 | 0.1177 |
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- | 45.0361 | 13.0012 | 2436 | 36.6261 | 0.5066 | 0.1190 |
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- | 32.6777 | 14.0012 | 2610 | 27.1992 | 0.5232 | 0.1247 |
68
- | 25.0234 | 15.0012 | 2784 | 19.9949 | 0.5275 | 0.1243 |
69
- | 18.0226 | 16.0012 | 2958 | 14.6607 | 0.5324 | 0.1275 |
70
- | 13.195 | 17.0012 | 3132 | 11.0374 | 0.5415 | 0.1315 |
71
- | 9.742 | 18.0012 | 3306 | 8.3572 | 0.5577 | 0.1352 |
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- | 8.5674 | 19.0012 | 3480 | 6.8339 | 0.5620 | 0.1353 |
73
- | 6.5649 | 20.0011 | 3654 | 5.6808 | 0.5647 | 0.1387 |
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- | 5.5628 | 21.0011 | 3828 | 5.1838 | 0.5618 | 0.1367 |
75
- | 4.816 | 22.0011 | 4002 | 4.6619 | 0.5696 | 0.1450 |
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- | 4.4489 | 23.0011 | 4176 | 4.8967 | 0.5873 | 0.1457 |
77
- | 4.4474 | 24.0011 | 4350 | 4.2033 | 0.5781 | 0.1484 |
78
- | 3.8671 | 25.0011 | 4524 | 4.1870 | 0.5915 | 0.1453 |
79
- | 4.0616 | 26.0011 | 4698 | 4.0344 | 0.6068 | 0.1566 |
80
- | 4.2709 | 27.0011 | 4872 | 4.0615 | 0.5892 | 0.1486 |
81
- | 3.7173 | 28.0011 | 5046 | 4.2590 | 0.5766 | 0.1468 |
82
- | 4.154 | 29.0011 | 5220 | 4.1460 | 0.5692 | 0.1415 |
83
- | 3.9287 | 30.0011 | 5394 | 3.9230 | 0.5993 | 0.1504 |
84
- | 3.7854 | 31.0011 | 5568 | 4.1179 | 0.6000 | 0.1530 |
85
- | 4.1811 | 32.0011 | 5742 | 4.0097 | 0.6070 | 0.1537 |
86
- | 3.8919 | 33.0010 | 5916 | 4.5495 | 0.5825 | 0.1433 |
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- | 4.0771 | 34.0010 | 6090 | 4.3307 | 0.6008 | 0.1571 |
88
- | 3.6707 | 35.0010 | 6264 | 4.3562 | 0.5979 | 0.1467 |
89
- | 3.8025 | 36.0010 | 6438 | 4.1373 | 0.5869 | 0.1534 |
90
- | 3.7137 | 37.0010 | 6612 | 4.4759 | 0.6066 | 0.1584 |
91
- | 3.7733 | 38.0010 | 6786 | 4.1275 | 0.6070 | 0.1540 |
92
- | 3.6042 | 39.0010 | 6960 | 3.8249 | 0.6126 | 0.1682 |
93
- | 3.5272 | 40.0010 | 7134 | 4.0292 | 0.6142 | 0.1728 |
94
- | 3.9728 | 41.0010 | 7308 | 4.0367 | 0.6012 | 0.1730 |
95
- | 3.8241 | 42.0010 | 7482 | 4.0692 | 0.6380 | 0.1852 |
96
- | 3.6307 | 43.0010 | 7656 | 3.6702 | 0.6224 | 0.1641 |
97
- | 3.4415 | 44.0010 | 7830 | 3.5296 | 0.6484 | 0.1980 |
98
- | 3.4786 | 45.0010 | 8004 | 4.0319 | 0.5953 | 0.1747 |
99
- | 3.1113 | 46.0010 | 8178 | 3.4910 | 0.6621 | 0.2250 |
100
- | 3.8514 | 47.0009 | 8352 | 3.8820 | 0.6403 | 0.2161 |
101
- | 3.6516 | 48.0009 | 8526 | 3.4512 | 0.6634 | 0.2152 |
102
- | 3.1855 | 49.0009 | 8700 | 3.5494 | 0.6746 | 0.2477 |
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- | 3.1428 | 50.0009 | 8874 | 3.2924 | 0.7020 | 0.2603 |
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- | 3.6378 | 51.0009 | 9048 | 3.3915 | 0.6964 | 0.2535 |
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- | 3.4756 | 52.0009 | 9222 | 3.4084 | 0.6920 | 0.2538 |
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- | 3.1102 | 53.0009 | 9396 | 3.7509 | 0.7073 | 0.2831 |
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- | 3.2153 | 54.0009 | 9570 | 3.5335 | 0.7148 | 0.2994 |
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- | 2.9357 | 55.0009 | 9744 | 3.1460 | 0.7193 | 0.3013 |
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- | 2.8065 | 56.0009 | 9918 | 3.1411 | 0.7107 | 0.2968 |
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- | 2.6161 | 57.0009 | 10092 | 3.0506 | 0.7138 | 0.3079 |
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- | 3.2587 | 58.0009 | 10266 | 3.7710 | 0.6777 | 0.2367 |
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- | 2.9741 | 59.0009 | 10440 | 3.0509 | 0.7224 | 0.2986 |
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- | 2.7585 | 60.0008 | 10614 | 3.1045 | 0.7389 | 0.3396 |
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- | 2.8415 | 61.0008 | 10788 | 3.1971 | 0.7434 | 0.3561 |
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- | 2.6418 | 62.0008 | 10962 | 3.0083 | 0.7400 | 0.3445 |
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- | 2.7074 | 63.0008 | 11136 | 2.9739 | 0.7472 | 0.3544 |
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- | 2.5429 | 64.0008 | 11310 | 3.0834 | 0.7570 | 0.3887 |
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- | 2.5938 | 65.0008 | 11484 | 2.8193 | 0.7493 | 0.3880 |
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- | 2.3387 | 66.0008 | 11658 | 2.9023 | 0.7451 | 0.3836 |
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- | 2.7458 | 67.0008 | 11832 | 3.0602 | 0.7528 | 0.3990 |
121
- | 2.2766 | 68.0008 | 12006 | 2.8230 | 0.7729 | 0.4014 |
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- | 2.4099 | 69.0008 | 12180 | 3.1822 | 0.7266 | 0.3455 |
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- | 2.2411 | 70.0008 | 12354 | 3.4317 | 0.7061 | 0.3310 |
124
- | 2.4545 | 71.0008 | 12528 | 2.7055 | 0.7687 | 0.4173 |
125
- | 2.5731 | 72.0008 | 12702 | 2.8811 | 0.7665 | 0.4234 |
126
- | 2.0829 | 73.0007 | 12876 | 3.2375 | 0.7262 | 0.3829 |
127
- | 2.4241 | 74.0007 | 13050 | 2.8916 | 0.7792 | 0.4347 |
128
- | 2.1438 | 75.0007 | 13224 | 2.7196 | 0.7872 | 0.4428 |
129
- | 2.3483 | 76.0007 | 13398 | 2.6974 | 0.7804 | 0.4429 |
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- | 2.1369 | 77.0007 | 13572 | 2.7573 | 0.7559 | 0.4222 |
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- | 2.2782 | 78.0007 | 13746 | 2.7248 | 0.7954 | 0.4683 |
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- | 2.3412 | 79.0007 | 13920 | 2.6957 | 0.7696 | 0.4334 |
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- | 2.4083 | 80.0007 | 14094 | 2.6984 | 0.7625 | 0.4474 |
134
- | 2.1358 | 81.0007 | 14268 | 2.4063 | 0.7936 | 0.4621 |
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- | 1.9967 | 82.0007 | 14442 | 2.7521 | 0.7815 | 0.4708 |
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- | 1.8939 | 83.0007 | 14616 | 2.6993 | 0.7826 | 0.4782 |
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- | 5.2968 | 84.0007 | 14790 | 2.6351 | 0.7700 | 0.4378 |
138
- | 2.3877 | 85.0007 | 14964 | 2.7252 | 0.7836 | 0.4681 |
139
- | 2.2236 | 86.0007 | 15138 | 2.7795 | 0.7900 | 0.4654 |
140
- | 2.0758 | 87.0006 | 15312 | 2.7967 | 0.7847 | 0.4791 |
141
- | 1.9038 | 88.0006 | 15486 | 2.5771 | 0.7859 | 0.4731 |
142
- | 1.9382 | 89.0006 | 15660 | 2.5470 | 0.7943 | 0.4837 |
143
- | 2.3045 | 90.0006 | 15834 | 2.6703 | 0.7945 | 0.4749 |
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- | 2.1215 | 91.0006 | 16008 | 2.6117 | 0.7926 | 0.4828 |
145
- | 2.3621 | 92.0006 | 16182 | 2.7239 | 0.7897 | 0.4717 |
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- | 2.2276 | 93.0006 | 16356 | 2.9988 | 0.8026 | 0.4956 |
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- | 2.1614 | 94.0006 | 16530 | 2.6501 | 0.8079 | 0.4923 |
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- | 2.107 | 95.0006 | 16704 | 2.8467 | 0.7984 | 0.4904 |
149
- | 2.1825 | 96.0006 | 16878 | 2.5475 | 0.8032 | 0.5004 |
150
- | 2.0209 | 97.0006 | 17052 | 2.5153 | 0.8057 | 0.4988 |
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- | 2.1201 | 98.0006 | 17226 | 2.6112 | 0.8030 | 0.5011 |
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- | 1.7971 | 99.0006 | 17400 | 2.8716 | 0.7978 | 0.4835 |
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- | 2.283 | 100.0005 | 17574 | 2.5225 | 0.8086 | 0.5140 |
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- | 2.0935 | 101.0005 | 17748 | 2.4807 | 0.7980 | 0.5061 |
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- | 2.052 | 102.0005 | 17922 | 2.4099 | 0.8084 | 0.5204 |
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- | 2.1014 | 103.0005 | 18096 | 2.4641 | 0.8091 | 0.5118 |
157
- | 1.8646 | 104.0005 | 18270 | 2.4647 | 0.8037 | 0.5084 |
158
- | 2.0554 | 105.0005 | 18444 | 2.4987 | 0.8075 | 0.5031 |
159
- | 1.8467 | 106.0005 | 18618 | 2.5806 | 0.8121 | 0.5254 |
160
- | 1.7482 | 107.0005 | 18792 | 2.5870 | 0.8010 | 0.5149 |
161
- | 1.8859 | 108.0005 | 18966 | 2.4672 | 0.8083 | 0.5222 |
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- | 1.8457 | 109.0005 | 19140 | 2.5968 | 0.8062 | 0.5181 |
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- | 1.7892 | 110.0005 | 19314 | 2.9003 | 0.8093 | 0.5190 |
164
- | 1.8624 | 111.0005 | 19488 | 3.0353 | 0.8164 | 0.5275 |
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- | 1.6994 | 112.0005 | 19662 | 2.5045 | 0.7994 | 0.5193 |
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- | 2.1604 | 113.0005 | 19836 | 2.4372 | 0.8004 | 0.5160 |
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- | 1.7336 | 114.0004 | 20010 | 2.5074 | 0.8016 | 0.5182 |
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- | 2.08 | 115.0004 | 20184 | 2.7557 | 0.8096 | 0.5352 |
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- | 1.6344 | 116.0004 | 20358 | 2.3349 | 0.8184 | 0.5372 |
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- | 1.8118 | 117.0004 | 20532 | 2.2575 | 0.8225 | 0.5426 |
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- | 1.7245 | 118.0004 | 20706 | 2.6485 | 0.8147 | 0.5392 |
172
- | 2.023 | 119.0004 | 20880 | 2.5199 | 0.8231 | 0.5456 |
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- | 1.6491 | 120.0004 | 21054 | 2.5331 | 0.8233 | 0.5378 |
174
- | 1.7907 | 121.0004 | 21228 | 2.3422 | 0.8167 | 0.5316 |
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- | 1.6575 | 122.0004 | 21402 | 2.7997 | 0.8048 | 0.5169 |
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- | 1.6906 | 123.0004 | 21576 | 2.5549 | 0.8208 | 0.5483 |
177
- | 1.7117 | 124.0004 | 21750 | 2.3297 | 0.8145 | 0.5471 |
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- | 1.6827 | 125.0004 | 21924 | 2.3049 | 0.8170 | 0.5416 |
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- | 1.7823 | 126.0004 | 22098 | 2.5141 | 0.8219 | 0.5506 |
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- | 1.7361 | 127.0003 | 22272 | 2.4629 | 0.8255 | 0.5500 |
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- | 1.6876 | 128.0003 | 22446 | 2.5459 | 0.8130 | 0.5346 |
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- | 1.5393 | 129.0003 | 22620 | 2.5941 | 0.8194 | 0.5453 |
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- | 1.509 | 130.0003 | 22794 | 2.4295 | 0.8264 | 0.5559 |
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- | 1.532 | 131.0003 | 22968 | 2.7424 | 0.8253 | 0.5588 |
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- | 1.721 | 132.0003 | 23142 | 2.4131 | 0.8274 | 0.5542 |
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- | 1.7665 | 133.0003 | 23316 | 2.2983 | 0.8337 | 0.5681 |
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- | 1.4937 | 134.0003 | 23490 | 2.4010 | 0.8316 | 0.5654 |
188
- | 1.7015 | 135.0003 | 23664 | 2.3247 | 0.8417 | 0.5812 |
189
- | 1.8112 | 136.0003 | 23838 | 2.3412 | 0.8380 | 0.5730 |
190
- | 1.817 | 137.0003 | 24012 | 2.4620 | 0.8346 | 0.5675 |
191
- | 1.642 | 138.0003 | 24186 | 2.5890 | 0.8220 | 0.5489 |
192
- | 1.6186 | 139.0003 | 24360 | 2.2834 | 0.8353 | 0.5677 |
193
- | 1.799 | 140.0003 | 24534 | 2.6124 | 0.8163 | 0.5418 |
194
- | 1.462 | 141.0002 | 24708 | 2.1764 | 0.8367 | 0.5733 |
195
- | 1.4113 | 142.0002 | 24882 | 2.3084 | 0.8381 | 0.5795 |
196
- | 1.3616 | 143.0002 | 25056 | 2.4100 | 0.8372 | 0.5797 |
197
- | 1.869 | 144.0002 | 25230 | 2.8398 | 0.7925 | 0.5015 |
198
- | 1.6589 | 145.0002 | 25404 | 2.4102 | 0.8353 | 0.5737 |
199
- | 1.5611 | 146.0002 | 25578 | 2.4036 | 0.8430 | 0.5899 |
200
- | 1.3094 | 147.0002 | 25752 | 2.4666 | 0.8391 | 0.5865 |
201
- | 1.7723 | 148.0002 | 25926 | 2.3157 | 0.8438 | 0.5861 |
202
- | 1.5805 | 149.0002 | 26100 | 2.5907 | 0.8427 | 0.5915 |
203
- | 1.2905 | 150.0002 | 26274 | 2.6568 | 0.8337 | 0.5842 |
204
- | 1.527 | 151.0002 | 26448 | 2.2904 | 0.8473 | 0.5969 |
205
- | 1.552 | 152.0002 | 26622 | 2.3840 | 0.8433 | 0.5913 |
206
- | 1.5089 | 153.0002 | 26796 | 2.4275 | 0.8343 | 0.5742 |
207
- | 1.6982 | 154.0001 | 26970 | 2.4441 | 0.8407 | 0.5966 |
208
- | 1.5957 | 155.0001 | 27144 | 2.4720 | 0.8410 | 0.5891 |
209
- | 1.6909 | 156.0001 | 27318 | 2.6481 | 0.8413 | 0.5907 |
210
- | 1.6579 | 157.0001 | 27492 | 2.5693 | 0.8402 | 0.5818 |
211
- | 1.387 | 158.0001 | 27666 | 2.4861 | 0.8439 | 0.5949 |
212
- | 1.6089 | 159.0001 | 27840 | 2.5135 | 0.8436 | 0.5893 |
213
- | 1.2588 | 160.0001 | 28014 | 2.5918 | 0.8420 | 0.5954 |
214
- | 1.6324 | 161.0001 | 28188 | 2.3416 | 0.8480 | 0.6051 |
215
- | 1.5212 | 162.0001 | 28362 | 2.5706 | 0.8460 | 0.5974 |
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- | 1.4485 | 163.0001 | 28536 | 2.4613 | 0.8391 | 0.6018 |
217
- | 1.3514 | 164.0001 | 28710 | 2.1911 | 0.8446 | 0.6010 |
218
- | 1.5221 | 165.0001 | 28884 | 2.1836 | 0.8447 | 0.5997 |
219
- | 1.2627 | 166.0001 | 29058 | 2.2819 | 0.8501 | 0.6135 |
220
- | 1.224 | 167.0001 | 29232 | 2.3052 | 0.8458 | 0.6059 |
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- | 1.7026 | 168.0000 | 29406 | 2.2858 | 0.8490 | 0.6083 |
222
- | 1.2635 | 169.0000 | 29580 | 2.5487 | 0.8383 | 0.5853 |
223
- | 1.4187 | 170.0000 | 29754 | 2.4561 | 0.8528 | 0.6185 |
224
- | 1.3993 | 171.0000 | 29928 | 2.2953 | 0.8518 | 0.6161 |
225
- | 1.274 | 172.0000 | 30102 | 2.3785 | 0.8516 | 0.6189 |
226
- | 1.3524 | 173.0000 | 30276 | 2.3217 | 0.8556 | 0.6266 |
227
- | 1.4309 | 173.0013 | 30450 | 2.6065 | 0.8515 | 0.6214 |
228
- | 1.2751 | 174.0013 | 30624 | 2.3733 | 0.8507 | 0.6194 |
229
- | 1.2821 | 175.0013 | 30798 | 2.2804 | 0.8460 | 0.6172 |
230
- | 1.3278 | 176.0013 | 30972 | 2.5272 | 0.8545 | 0.6263 |
231
- | 1.3149 | 177.0013 | 31146 | 2.3522 | 0.8566 | 0.6243 |
232
- | 1.3682 | 178.0013 | 31320 | 2.3335 | 0.8567 | 0.6260 |
233
- | 1.4706 | 179.0013 | 31494 | 2.7151 | 0.8554 | 0.6273 |
234
- | 1.4088 | 180.0012 | 31668 | 2.5196 | 0.8469 | 0.6122 |
235
- | 1.5336 | 181.0012 | 31842 | 2.5228 | 0.8421 | 0.6147 |
236
- | 1.3153 | 182.0012 | 32016 | 2.6174 | 0.8519 | 0.6160 |
237
- | 1.404 | 183.0012 | 32190 | 2.1904 | 0.8540 | 0.6319 |
238
- | 1.5846 | 184.0012 | 32364 | 2.1640 | 0.8652 | 0.6434 |
239
- | 1.4038 | 185.0012 | 32538 | 2.3488 | 0.8570 | 0.6351 |
240
- | 1.2445 | 186.0012 | 32712 | 2.4326 | 0.8635 | 0.6409 |
241
- | 1.2355 | 187.0012 | 32886 | 2.3054 | 0.8622 | 0.6425 |
242
- | 1.1827 | 188.0012 | 33060 | 2.5905 | 0.8572 | 0.6267 |
243
- | 1.528 | 189.0012 | 33234 | 2.3420 | 0.8510 | 0.6261 |
244
- | 1.2848 | 190.0012 | 33408 | 2.0781 | 0.8547 | 0.6342 |
245
- | 1.6098 | 191.0012 | 33582 | 2.2851 | 0.8564 | 0.6314 |
246
- | 1.2501 | 192.0012 | 33756 | 2.1375 | 0.8605 | 0.6382 |
247
- | 1.3502 | 193.0012 | 33930 | 2.2180 | 0.8607 | 0.6441 |
248
- | 1.3833 | 194.0011 | 34104 | 2.3619 | 0.8585 | 0.6196 |
249
- | 1.3424 | 195.0011 | 34278 | 2.5422 | 0.8646 | 0.6484 |
250
- | 1.2955 | 196.0011 | 34452 | 2.4696 | 0.8594 | 0.6453 |
251
- | 1.1326 | 197.0011 | 34626 | 2.3916 | 0.8653 | 0.6483 |
252
- | 1.3513 | 198.0011 | 34800 | 2.6524 | 0.8340 | 0.5918 |
253
- | 1.4909 | 199.0011 | 34974 | 2.2951 | 0.8552 | 0.6254 |
254
- | 1.2702 | 200.0011 | 35148 | 2.0002 | 0.8667 | 0.6441 |
255
- | 1.1932 | 201.0011 | 35322 | 2.4172 | 0.8622 | 0.6368 |
256
- | 1.4129 | 202.0011 | 35496 | 2.5742 | 0.8589 | 0.6299 |
257
- | 1.3166 | 203.0011 | 35670 | 2.3547 | 0.8588 | 0.6455 |
258
- | 1.2408 | 204.0011 | 35844 | 2.2571 | 0.8624 | 0.6443 |
259
- | 1.1546 | 205.0011 | 36018 | 2.1416 | 0.8598 | 0.6398 |
260
- | 1.0852 | 206.0011 | 36192 | 2.0562 | 0.8667 | 0.6500 |
261
- | 1.1601 | 207.0010 | 36366 | 2.3266 | 0.8631 | 0.6453 |
262
- | 1.5638 | 208.0010 | 36540 | 2.1269 | 0.8668 | 0.6486 |
263
- | 1.3653 | 209.0010 | 36714 | 2.2035 | 0.8642 | 0.6464 |
264
- | 1.3582 | 210.0010 | 36888 | 2.3740 | 0.8669 | 0.6527 |
265
- | 1.0836 | 211.0010 | 37062 | 2.2182 | 0.8695 | 0.6553 |
266
- | 1.3157 | 212.0010 | 37236 | 2.4851 | 0.8673 | 0.6513 |
267
- | 1.3653 | 213.0010 | 37410 | 2.3810 | 0.8599 | 0.6428 |
268
- | 1.4795 | 214.0010 | 37584 | 2.1746 | 0.8622 | 0.6458 |
269
- | 1.3111 | 215.0010 | 37758 | 2.1896 | 0.8689 | 0.6582 |
270
- | 1.2868 | 216.0010 | 37932 | 2.3292 | 0.8640 | 0.6572 |
271
- | 1.2492 | 217.0010 | 38106 | 2.4151 | 0.8632 | 0.6532 |
272
- | 1.2804 | 218.0010 | 38280 | 2.1354 | 0.8692 | 0.6579 |
273
- | 1.2553 | 219.0010 | 38454 | 2.1666 | 0.8704 | 0.6607 |
274
- | 1.292 | 220.0010 | 38628 | 2.3085 | 0.8669 | 0.6558 |
275
- | 1.0168 | 221.0009 | 38802 | 2.2283 | 0.8686 | 0.6594 |
276
- | 1.2319 | 222.0009 | 38976 | 2.0528 | 0.8655 | 0.6482 |
277
- | 1.1439 | 223.0009 | 39150 | 2.4717 | 0.8716 | 0.6540 |
278
- | 1.3043 | 224.0009 | 39324 | 2.0782 | 0.8714 | 0.6653 |
279
- | 1.2277 | 225.0009 | 39498 | 2.2819 | 0.8690 | 0.6614 |
280
- | 1.1793 | 226.0009 | 39672 | 2.1721 | 0.8722 | 0.6602 |
281
- | 1.1941 | 227.0009 | 39846 | 2.3356 | 0.8699 | 0.6649 |
282
- | 1.1912 | 228.0009 | 40020 | 1.9954 | 0.8744 | 0.6729 |
283
- | 1.1794 | 229.0009 | 40194 | 2.5183 | 0.8656 | 0.6553 |
284
- | 1.1869 | 230.0009 | 40368 | 2.0449 | 0.8747 | 0.6759 |
285
- | 1.3615 | 231.0009 | 40542 | 2.2189 | 0.8695 | 0.6715 |
286
- | 1.3977 | 232.0009 | 40716 | 2.2008 | 0.8707 | 0.6588 |
287
- | 1.1845 | 233.0009 | 40890 | 2.3146 | 0.8660 | 0.6584 |
288
- | 1.0779 | 234.0008 | 41064 | 2.2377 | 0.8734 | 0.6674 |
289
- | 1.2471 | 235.0008 | 41238 | 2.1233 | 0.8701 | 0.6588 |
290
- | 1.0684 | 236.0008 | 41412 | 2.3292 | 0.8670 | 0.6594 |
291
- | 1.0782 | 237.0008 | 41586 | 2.4264 | 0.8693 | 0.6689 |
292
- | 1.2786 | 238.0008 | 41760 | 2.1556 | 0.8707 | 0.6663 |
293
- | 1.2289 | 239.0008 | 41934 | 2.4710 | 0.8741 | 0.6700 |
294
- | 1.1259 | 240.0008 | 42108 | 2.3906 | 0.8728 | 0.6687 |
295
- | 1.1041 | 241.0008 | 42282 | 2.2094 | 0.8735 | 0.6749 |
296
- | 1.0936 | 242.0008 | 42456 | 2.0518 | 0.8741 | 0.6752 |
297
- | 1.0174 | 243.0008 | 42630 | 2.3049 | 0.8748 | 0.6748 |
298
- | 1.3269 | 244.0008 | 42804 | 1.9390 | 0.8758 | 0.6768 |
299
- | 1.0805 | 245.0008 | 42978 | 2.1060 | 0.8766 | 0.6697 |
300
- | 1.3761 | 246.0008 | 43152 | 2.2481 | 0.8714 | 0.6658 |
301
- | 1.1454 | 247.0007 | 43326 | 2.0969 | 0.8782 | 0.6761 |
302
- | 1.2074 | 248.0007 | 43500 | 1.9797 | 0.8783 | 0.6736 |
303
- | 1.0444 | 249.0007 | 43674 | 2.5800 | 0.8742 | 0.6749 |
304
- | 1.3044 | 250.0007 | 43848 | 2.2069 | 0.8612 | 0.6592 |
305
- | 1.1425 | 251.0007 | 44022 | 2.0750 | 0.8747 | 0.6707 |
306
- | 1.2625 | 252.0007 | 44196 | 2.1417 | 0.8703 | 0.6672 |
307
- | 1.3977 | 253.0007 | 44370 | 2.2253 | 0.8708 | 0.6742 |
308
- | 1.0945 | 254.0007 | 44544 | 2.3261 | 0.8773 | 0.6793 |
309
- | 1.3005 | 255.0007 | 44718 | 2.1004 | 0.8775 | 0.6816 |
310
- | 1.0545 | 256.0007 | 44892 | 2.1795 | 0.8770 | 0.6773 |
311
- | 1.1753 | 257.0007 | 45066 | 2.0538 | 0.8772 | 0.6815 |
312
- | 1.1547 | 258.0007 | 45240 | 2.1298 | 0.8799 | 0.6839 |
313
- | 1.0952 | 259.0007 | 45414 | 1.9965 | 0.8767 | 0.6731 |
314
- | 1.0645 | 260.0007 | 45588 | 2.2731 | 0.8807 | 0.6868 |
315
- | 0.9764 | 261.0006 | 45762 | 2.1211 | 0.8772 | 0.6822 |
316
- | 1.0216 | 262.0006 | 45936 | 2.1898 | 0.8801 | 0.6876 |
317
- | 1.2419 | 263.0006 | 46110 | 2.2199 | 0.8776 | 0.6785 |
318
- | 1.1503 | 264.0006 | 46284 | 2.2277 | 0.8805 | 0.6829 |
319
- | 1.2012 | 265.0006 | 46458 | 2.3455 | 0.8735 | 0.6724 |
320
- | 1.098 | 266.0006 | 46632 | 2.0349 | 0.8808 | 0.6853 |
321
- | 1.1844 | 267.0006 | 46806 | 2.2312 | 0.8528 | 0.6541 |
322
- | 1.0648 | 268.0006 | 46980 | 2.0551 | 0.8745 | 0.6797 |
323
- | 1.2011 | 269.0006 | 47154 | 2.0694 | 0.8792 | 0.6865 |
324
- | 1.0342 | 270.0006 | 47328 | 2.4460 | 0.8770 | 0.6810 |
325
- | 1.1405 | 271.0006 | 47502 | 1.9840 | 0.8781 | 0.6894 |
326
- | 1.0155 | 272.0006 | 47676 | 2.3116 | 0.8788 | 0.6830 |
327
- | 0.8647 | 273.0006 | 47850 | 2.2269 | 0.8756 | 0.6829 |
328
- | 1.1494 | 274.0005 | 48024 | 2.2911 | 0.8795 | 0.6814 |
329
- | 1.0366 | 275.0005 | 48198 | 2.2333 | 0.8785 | 0.6891 |
330
- | 1.1648 | 276.0005 | 48372 | 1.9121 | 0.8794 | 0.6879 |
331
- | 1.1532 | 277.0005 | 48546 | 2.3285 | 0.8802 | 0.6874 |
332
- | 1.1048 | 278.0005 | 48720 | 2.2068 | 0.8808 | 0.6891 |
333
- | 1.2105 | 279.0005 | 48894 | 2.3338 | 0.8782 | 0.6853 |
334
- | 1.0847 | 280.0005 | 49068 | 2.1683 | 0.8803 | 0.6859 |
335
- | 1.0777 | 281.0005 | 49242 | 2.0832 | 0.8800 | 0.6834 |
336
- | 1.1422 | 282.0005 | 49416 | 2.0879 | 0.8806 | 0.6834 |
337
- | 1.1835 | 283.0005 | 49590 | 2.4059 | 0.8786 | 0.6835 |
338
- | 1.133 | 284.0005 | 49764 | 2.1686 | 0.8801 | 0.6905 |
339
- | 1.0943 | 285.0005 | 49938 | 2.0963 | 0.8776 | 0.6827 |
340
- | 1.0594 | 286.0005 | 50112 | 1.9134 | 0.8828 | 0.6975 |
341
- | 1.0709 | 287.0005 | 50286 | 2.0930 | 0.8687 | 0.6600 |
342
- | 1.1758 | 288.0004 | 50460 | 1.9211 | 0.8795 | 0.6907 |
343
- | 1.0898 | 289.0004 | 50634 | 1.9813 | 0.8821 | 0.6905 |
344
- | 1.1109 | 290.0004 | 50808 | 2.0602 | 0.8812 | 0.6905 |
345
- | 0.9239 | 291.0004 | 50982 | 2.3492 | 0.8712 | 0.6620 |
346
- | 1.0255 | 292.0004 | 51156 | 1.9690 | 0.8803 | 0.6912 |
347
- | 0.9918 | 293.0004 | 51330 | 1.9280 | 0.8821 | 0.6943 |
348
- | 1.3283 | 294.0004 | 51504 | 2.1440 | 0.8812 | 0.6966 |
349
- | 1.0355 | 295.0004 | 51678 | 2.0504 | 0.8833 | 0.6959 |
350
- | 1.0259 | 296.0004 | 51852 | 2.1848 | 0.8833 | 0.6908 |
351
- | 0.909 | 297.0004 | 52026 | 2.3142 | 0.8789 | 0.6857 |
352
- | 1.0887 | 298.0004 | 52200 | 1.9821 | 0.8806 | 0.6937 |
353
- | 1.1593 | 299.0004 | 52374 | 2.2726 | 0.8764 | 0.6826 |
354
- | 1.0682 | 300.0004 | 52548 | 2.2011 | 0.8771 | 0.6922 |
355
- | 1.0734 | 301.0003 | 52722 | 2.1597 | 0.8829 | 0.6973 |
356
- | 0.9546 | 302.0003 | 52896 | 2.1328 | 0.8805 | 0.6953 |
357
- | 1.159 | 303.0003 | 53070 | 2.2081 | 0.8818 | 0.6949 |
358
- | 1.0275 | 304.0003 | 53244 | 2.2636 | 0.8827 | 0.6992 |
359
- | 1.1051 | 305.0003 | 53418 | 2.1962 | 0.8813 | 0.6957 |
360
- | 1.1005 | 306.0003 | 53592 | 2.0983 | 0.8836 | 0.6994 |
361
- | 1.0719 | 307.0003 | 53766 | 2.0882 | 0.8836 | 0.6918 |
362
- | 0.8714 | 308.0003 | 53940 | 2.2316 | 0.8847 | 0.6999 |
363
- | 1.037 | 309.0003 | 54114 | 2.2144 | 0.8761 | 0.6867 |
364
- | 0.9492 | 310.0003 | 54288 | 2.0343 | 0.8782 | 0.6894 |
365
- | 1.0408 | 311.0003 | 54462 | 2.0385 | 0.8847 | 0.7025 |
366
- | 1.2891 | 312.0003 | 54636 | 2.3078 | 0.8823 | 0.6979 |
367
- | 1.0476 | 313.0003 | 54810 | 2.1141 | 0.8811 | 0.6942 |
368
- | 0.8876 | 314.0003 | 54984 | 1.9897 | 0.8814 | 0.6967 |
369
- | 1.0322 | 315.0002 | 55158 | 2.2490 | 0.8784 | 0.6894 |
370
- | 0.9504 | 316.0002 | 55332 | 2.1621 | 0.8797 | 0.6933 |
371
- | 1.0146 | 317.0002 | 55506 | 2.1859 | 0.8814 | 0.6929 |
372
- | 1.0135 | 318.0002 | 55680 | 2.1820 | 0.8824 | 0.6933 |
373
- | 1.0951 | 319.0002 | 55854 | 2.2712 | 0.8772 | 0.6945 |
374
- | 0.9521 | 320.0002 | 56028 | 2.1267 | 0.8806 | 0.6983 |
375
- | 0.8877 | 321.0002 | 56202 | 2.1687 | 0.8822 | 0.6960 |
376
- | 0.9654 | 322.0002 | 56376 | 2.3400 | 0.8743 | 0.6781 |
377
- | 0.8342 | 323.0002 | 56550 | 2.0269 | 0.8823 | 0.7012 |
378
- | 0.9996 | 324.0002 | 56724 | 2.3035 | 0.8839 | 0.7009 |
379
- | 0.8593 | 325.0002 | 56898 | 2.0681 | 0.8820 | 0.6977 |
380
- | 1.113 | 326.0002 | 57072 | 1.9374 | 0.8817 | 0.6947 |
381
- | 1.156 | 327.0002 | 57246 | 2.1292 | 0.8863 | 0.7013 |
382
- | 0.9015 | 328.0001 | 57420 | 2.1653 | 0.8809 | 0.6935 |
383
- | 0.879 | 329.0001 | 57594 | 2.0095 | 0.8870 | 0.7075 |
384
- | 0.912 | 330.0001 | 57768 | 1.9966 | 0.8851 | 0.6981 |
385
- | 0.9413 | 331.0001 | 57942 | 2.0116 | 0.8860 | 0.7069 |
386
- | 1.1517 | 332.0001 | 58116 | 2.0771 | 0.8824 | 0.6994 |
387
- | 1.3205 | 333.0001 | 58290 | 2.0483 | 0.8848 | 0.7028 |
388
- | 0.8732 | 334.0001 | 58464 | 2.2693 | 0.8827 | 0.6953 |
389
- | 1.0324 | 335.0001 | 58638 | 2.2703 | 0.8851 | 0.7057 |
390
- | 0.8656 | 336.0001 | 58812 | 1.9833 | 0.8866 | 0.7101 |
391
- | 0.9721 | 337.0001 | 58986 | 2.1049 | 0.8862 | 0.7026 |
392
- | 0.9865 | 338.0001 | 59160 | 2.0288 | 0.8845 | 0.6981 |
393
- | 1.0696 | 339.0001 | 59334 | 2.3312 | 0.8713 | 0.6692 |
394
- | 0.8285 | 340.0001 | 59508 | 2.0118 | 0.8871 | 0.7073 |
395
- | 0.9375 | 341.0001 | 59682 | 2.0905 | 0.8690 | 0.6702 |
396
- | 0.9869 | 342.0000 | 59856 | 2.0330 | 0.8888 | 0.7076 |
397
- | 0.7761 | 343.0000 | 60030 | 2.0572 | 0.8853 | 0.7042 |
398
- | 0.8389 | 344.0000 | 60204 | 2.0006 | 0.8884 | 0.7087 |
399
- | 1.0082 | 345.0000 | 60378 | 2.2593 | 0.8864 | 0.7050 |
400
- | 0.9478 | 346.0000 | 60552 | 1.9004 | 0.8847 | 0.7042 |
401
- | 1.0049 | 347.0000 | 60726 | 1.9170 | 0.8852 | 0.7078 |
402
- | 0.9245 | 347.0013 | 60900 | 1.9935 | 0.8875 | 0.7067 |
403
- | 0.9251 | 348.0013 | 61074 | 2.1037 | 0.8855 | 0.7060 |
404
- | 0.9814 | 349.0013 | 61248 | 2.1960 | 0.8884 | 0.7100 |
405
- | 0.9383 | 350.0013 | 61422 | 1.8546 | 0.8874 | 0.7148 |
406
- | 0.9396 | 351.0013 | 61596 | 2.1008 | 0.8837 | 0.7089 |
407
- | 0.8035 | 352.0013 | 61770 | 1.8034 | 0.8861 | 0.7067 |
408
- | 0.7418 | 353.0013 | 61944 | 1.9630 | 0.8868 | 0.7069 |
409
- | 0.7232 | 354.0012 | 62118 | 2.3561 | 0.8612 | 0.6949 |
410
- | 0.8716 | 355.0012 | 62292 | 2.0152 | 0.8874 | 0.7160 |
411
- | 0.8791 | 356.0012 | 62466 | 1.9923 | 0.8910 | 0.7221 |
412
- | 0.8572 | 357.0012 | 62640 | 2.2249 | 0.8833 | 0.7086 |
413
- | 0.7821 | 358.0012 | 62814 | 1.8055 | 0.8888 | 0.7139 |
414
- | 0.8517 | 359.0012 | 62988 | 1.8741 | 0.8859 | 0.7112 |
415
- | 0.7288 | 360.0012 | 63162 | 1.9964 | 0.8869 | 0.7105 |
416
- | 0.9485 | 361.0012 | 63336 | 1.8575 | 0.8850 | 0.6940 |
417
- | 1.0854 | 362.0012 | 63510 | 1.9584 | 0.8887 | 0.7137 |
418
- | 0.896 | 363.0012 | 63684 | 1.9723 | 0.8877 | 0.7146 |
419
- | 0.8243 | 364.0012 | 63858 | 1.8922 | 0.8816 | 0.6952 |
420
- | 0.796 | 365.0012 | 64032 | 1.7983 | 0.8852 | 0.7101 |
421
- | 0.7924 | 366.0012 | 64206 | 1.9498 | 0.8871 | 0.7125 |
422
- | 0.6938 | 367.0012 | 64380 | 1.7797 | 0.8924 | 0.7203 |
423
- | 0.7852 | 368.0011 | 64554 | 2.0065 | 0.8881 | 0.7154 |
424
- | 0.7145 | 369.0011 | 64728 | 1.6714 | 0.8904 | 0.7207 |
425
- | 0.9609 | 370.0011 | 64902 | 1.8750 | 0.8863 | 0.7106 |
426
- | 0.6491 | 371.0011 | 65076 | 1.7058 | 0.8888 | 0.7155 |
427
- | 0.8286 | 372.0011 | 65250 | 1.8609 | 0.8906 | 0.7160 |
428
- | 1.2544 | 373.0011 | 65424 | 1.8970 | 0.8806 | 0.7017 |
429
- | 0.8161 | 374.0011 | 65598 | 1.8934 | 0.8840 | 0.7098 |
430
- | 0.7427 | 375.0011 | 65772 | 1.7787 | 0.8841 | 0.7121 |
431
- | 0.6802 | 376.0011 | 65946 | 1.8431 | 0.8884 | 0.7187 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
432
 
433
 
434
  ### Framework versions
 
16
 
17
  This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
18
  It achieves the following results on the evaluation set:
19
+ - Loss: 1.1485
20
+ - Accuracy: 0.9025
21
+ - Macro F1: 0.7255
22
 
23
  ## Model description
24
 
 
50
 
51
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Macro F1 |
52
  |:-------------:|:--------:|:-----:|:---------------:|:--------:|:--------:|
53
+ | 9063.9769 | 0.0013 | 174 | 7460.4956 | 0.0634 | 0.0283 |
54
+ | 5274.3562 | 1.0013 | 348 | 3067.6414 | 0.0701 | 0.0296 |
55
+ | 3046.9587 | 2.0013 | 522 | 804.8876 | 0.0901 | 0.0326 |
56
+ | 637.8707 | 3.0013 | 696 | 164.9158 | 0.3548 | 0.0656 |
57
+ | 149.6874 | 4.0013 | 870 | 138.7154 | 0.3946 | 0.0715 |
58
+ | 77.587 | 5.0013 | 1044 | 175.8178 | 0.4371 | 0.0887 |
59
+ | 43.4395 | 6.0012 | 1218 | 164.5559 | 0.4439 | 0.0917 |
60
+ | 29.3714 | 7.0012 | 1392 | 211.1914 | 0.4410 | 0.0959 |
61
+ | 18.3345 | 8.0012 | 1566 | 208.0910 | 0.4477 | 0.0849 |
62
+ | 13.1787 | 9.0012 | 1740 | 213.0896 | 0.4499 | 0.0888 |
63
+ | 13.0906 | 10.0012 | 1914 | 187.9427 | 0.4629 | 0.1011 |
64
+ | 9.3124 | 11.0012 | 2088 | 151.7391 | 0.4662 | 0.1023 |
65
+ | 8.7453 | 12.0012 | 2262 | 141.7345 | 0.4633 | 0.0948 |
66
+ | 8.0521 | 13.0012 | 2436 | 136.5543 | 0.4536 | 0.0976 |
67
+ | 6.8338 | 14.0012 | 2610 | 120.6881 | 0.4755 | 0.1080 |
68
+ | 6.4122 | 15.0012 | 2784 | 110.4219 | 0.4703 | 0.1072 |
69
+ | 5.4998 | 16.0012 | 2958 | 112.5063 | 0.4851 | 0.1109 |
70
+ | 4.8518 | 17.0012 | 3132 | 109.5932 | 0.4906 | 0.1119 |
71
+ | 4.3628 | 18.0012 | 3306 | 97.7057 | 0.5004 | 0.1138 |
72
+ | 4.1567 | 19.0012 | 3480 | 89.6593 | 0.5322 | 0.1229 |
73
+ | 3.6071 | 20.0011 | 3654 | 79.2547 | 0.5507 | 0.1311 |
74
+ | 3.4227 | 21.0011 | 3828 | 78.4896 | 0.5676 | 0.1345 |
75
+ | 3.316 | 22.0011 | 4002 | 69.3014 | 0.5569 | 0.1343 |
76
+ | 3.2479 | 23.0011 | 4176 | 59.7008 | 0.5899 | 0.1413 |
77
+ | 3.0503 | 24.0011 | 4350 | 54.0349 | 0.5833 | 0.1400 |
78
+ | 2.9383 | 25.0011 | 4524 | 46.9165 | 0.5923 | 0.1422 |
79
+ | 2.8039 | 26.0011 | 4698 | 41.3414 | 0.6017 | 0.1456 |
80
+ | 2.7997 | 27.0011 | 4872 | 40.0701 | 0.5946 | 0.1442 |
81
+ | 2.6546 | 28.0011 | 5046 | 36.6450 | 0.5928 | 0.1443 |
82
+ | 2.7537 | 29.0011 | 5220 | 35.2208 | 0.5638 | 0.1384 |
83
+ | 2.5617 | 30.0011 | 5394 | 29.3835 | 0.5998 | 0.1463 |
84
+ | 2.6132 | 31.0011 | 5568 | 27.6022 | 0.6006 | 0.1511 |
85
+ | 2.6873 | 32.0011 | 5742 | 33.2135 | 0.6050 | 0.1516 |
86
+ | 2.5068 | 33.0010 | 5916 | 27.9547 | 0.5938 | 0.1480 |
87
+ | 2.4814 | 34.0010 | 6090 | 29.6383 | 0.6007 | 0.1537 |
88
+ | 2.4155 | 35.0010 | 6264 | 22.8683 | 0.6061 | 0.1503 |
89
+ | 2.4618 | 36.0010 | 6438 | 24.7089 | 0.5858 | 0.1531 |
90
+ | 2.4256 | 37.0010 | 6612 | 24.4196 | 0.6110 | 0.1553 |
91
+ | 2.4613 | 38.0010 | 6786 | 24.0345 | 0.6177 | 0.1628 |
92
+ | 2.457 | 39.0010 | 6960 | 23.6759 | 0.6230 | 0.1695 |
93
+ | 2.358 | 40.0010 | 7134 | 22.2289 | 0.6005 | 0.1642 |
94
+ | 2.3978 | 41.0010 | 7308 | 21.1909 | 0.6185 | 0.1733 |
95
+ | 2.359 | 42.0010 | 7482 | 15.7577 | 0.6412 | 0.1841 |
96
+ | 2.2871 | 43.0010 | 7656 | 18.4562 | 0.6234 | 0.1740 |
97
+ | 2.1736 | 44.0010 | 7830 | 17.1591 | 0.6568 | 0.1962 |
98
+ | 2.2511 | 45.0010 | 8004 | 15.8332 | 0.6343 | 0.1820 |
99
+ | 2.1073 | 46.0010 | 8178 | 17.2304 | 0.6836 | 0.2181 |
100
+ | 2.1091 | 47.0009 | 8352 | 14.1299 | 0.6635 | 0.2154 |
101
+ | 2.0417 | 48.0009 | 8526 | 14.6727 | 0.6746 | 0.2256 |
102
+ | 1.8616 | 49.0009 | 8700 | 14.8234 | 0.6824 | 0.2521 |
103
+ | 1.8959 | 50.0009 | 8874 | 14.0476 | 0.7095 | 0.2538 |
104
+ | 2.003 | 51.0009 | 9048 | 16.0353 | 0.6939 | 0.2561 |
105
+ | 1.8419 | 52.0009 | 9222 | 18.8682 | 0.7073 | 0.2448 |
106
+ | 1.6626 | 53.0009 | 9396 | 13.6740 | 0.7162 | 0.2833 |
107
+ | 1.7805 | 54.0009 | 9570 | 13.3829 | 0.7260 | 0.3034 |
108
+ | 1.6222 | 55.0009 | 9744 | 12.4160 | 0.7195 | 0.2923 |
109
+ | 1.6009 | 56.0009 | 9918 | 13.3020 | 0.7332 | 0.3222 |
110
+ | 1.4431 | 57.0009 | 10092 | 12.9193 | 0.7359 | 0.3297 |
111
+ | 2.0074 | 58.0009 | 10266 | 14.7946 | 0.7008 | 0.2251 |
112
+ | 1.6788 | 59.0009 | 10440 | 19.6044 | 0.7244 | 0.2962 |
113
+ | 1.5217 | 60.0008 | 10614 | 22.4960 | 0.7455 | 0.3460 |
114
+ | 1.5455 | 61.0008 | 10788 | 19.2463 | 0.7564 | 0.3631 |
115
+ | 1.423 | 62.0008 | 10962 | 19.5390 | 0.7561 | 0.3698 |
116
+ | 1.4501 | 63.0008 | 11136 | 20.4325 | 0.7600 | 0.3820 |
117
+ | 1.3292 | 64.0008 | 11310 | 18.1078 | 0.7754 | 0.4069 |
118
+ | 1.2438 | 65.0008 | 11484 | 20.2136 | 0.7547 | 0.3958 |
119
+ | 1.2075 | 66.0008 | 11658 | 15.6920 | 0.7776 | 0.4238 |
120
+ | 1.2944 | 67.0008 | 11832 | 15.0904 | 0.7750 | 0.4216 |
121
+ | 1.1054 | 68.0008 | 12006 | 16.9798 | 0.7831 | 0.4308 |
122
+ | 1.1082 | 69.0008 | 12180 | 17.0564 | 0.7553 | 0.4039 |
123
+ | 1.0792 | 70.0008 | 12354 | 16.2257 | 0.7749 | 0.4271 |
124
+ | 1.139 | 71.0008 | 12528 | 16.2116 | 0.7830 | 0.4462 |
125
+ | 1.2648 | 72.0008 | 12702 | 15.4188 | 0.7790 | 0.4409 |
126
+ | 1.0739 | 73.0007 | 12876 | 16.6139 | 0.7570 | 0.4254 |
127
+ | 1.127 | 74.0007 | 13050 | 12.5900 | 0.7944 | 0.4707 |
128
+ | 0.9751 | 75.0007 | 13224 | 14.2307 | 0.7900 | 0.4719 |
129
+ | 1.0373 | 76.0007 | 13398 | 14.4636 | 0.7768 | 0.4522 |
130
+ | 0.9867 | 77.0007 | 13572 | 13.7303 | 0.7747 | 0.4582 |
131
+ | 0.9968 | 78.0007 | 13746 | 13.6887 | 0.7978 | 0.4894 |
132
+ | 0.9571 | 79.0007 | 13920 | 12.1585 | 0.7763 | 0.4582 |
133
+ | 1.1128 | 80.0007 | 14094 | 15.5111 | 0.7993 | 0.4885 |
134
+ | 0.9623 | 81.0007 | 14268 | 14.5186 | 0.8081 | 0.5008 |
135
+ | 0.9306 | 82.0007 | 14442 | 15.9549 | 0.8081 | 0.5067 |
136
+ | 0.8716 | 83.0007 | 14616 | 14.4529 | 0.8029 | 0.5030 |
137
+ | 0.8576 | 84.0007 | 14790 | 15.7963 | 0.8054 | 0.4876 |
138
+ | 0.8619 | 85.0007 | 14964 | 15.4201 | 0.8024 | 0.5161 |
139
+ | 0.8677 | 86.0007 | 15138 | 12.8947 | 0.8065 | 0.5027 |
140
+ | 0.8076 | 87.0006 | 15312 | 13.4891 | 0.8063 | 0.5119 |
141
+ | 0.7854 | 88.0006 | 15486 | 11.9681 | 0.8060 | 0.5193 |
142
+ | 0.7866 | 89.0006 | 15660 | 10.7520 | 0.7978 | 0.5003 |
143
+ | 1.1576 | 90.0006 | 15834 | 8.7038 | 0.7992 | 0.5001 |
144
+ | 0.8935 | 91.0006 | 16008 | 12.0745 | 0.8157 | 0.5295 |
145
+ | 0.9052 | 92.0006 | 16182 | 12.5773 | 0.8130 | 0.5280 |
146
+ | 0.7564 | 93.0006 | 16356 | 12.3016 | 0.8179 | 0.5420 |
147
+ | 0.7178 | 94.0006 | 16530 | 13.9403 | 0.8178 | 0.5295 |
148
+ | 0.9098 | 95.0006 | 16704 | 16.0548 | 0.8106 | 0.5138 |
149
+ | 0.8018 | 96.0006 | 16878 | 12.7723 | 0.8203 | 0.5434 |
150
+ | 0.7442 | 97.0006 | 17052 | 13.8909 | 0.8200 | 0.5404 |
151
+ | 0.6573 | 98.0006 | 17226 | 11.9102 | 0.8245 | 0.5446 |
152
+ | 0.805 | 99.0006 | 17400 | 6.5993 | 0.8136 | 0.5215 |
153
+ | 0.7344 | 100.0005 | 17574 | 12.1828 | 0.8256 | 0.5511 |
154
+ | 0.7492 | 101.0005 | 17748 | 11.3858 | 0.8221 | 0.5481 |
155
+ | 0.6661 | 102.0005 | 17922 | 11.0425 | 0.8187 | 0.5478 |
156
+ | 0.6454 | 103.0005 | 18096 | 10.6641 | 0.8262 | 0.5511 |
157
+ | 0.7016 | 104.0005 | 18270 | 11.4453 | 0.8207 | 0.5375 |
158
+ | 0.7043 | 105.0005 | 18444 | 8.0564 | 0.8210 | 0.5433 |
159
+ | 0.6428 | 106.0005 | 18618 | 10.4933 | 0.8321 | 0.5667 |
160
+ | 0.6573 | 107.0005 | 18792 | 12.6178 | 0.7942 | 0.5174 |
161
+ | 0.6156 | 108.0005 | 18966 | 12.3796 | 0.8270 | 0.5611 |
162
+ | 0.6233 | 109.0005 | 19140 | 11.4897 | 0.8288 | 0.5562 |
163
+ | 0.6007 | 110.0005 | 19314 | 14.2668 | 0.8338 | 0.5678 |
164
+ | 0.6496 | 111.0005 | 19488 | 11.7101 | 0.8377 | 0.5706 |
165
+ | 0.5638 | 112.0005 | 19662 | 11.6222 | 0.8269 | 0.5526 |
166
+ | 0.5584 | 113.0005 | 19836 | 9.9456 | 0.8371 | 0.5697 |
167
+ | 0.5946 | 114.0004 | 20010 | 10.1763 | 0.8226 | 0.5622 |
168
+ | 0.5898 | 115.0004 | 20184 | 10.6101 | 0.8322 | 0.5736 |
169
+ | 0.5463 | 116.0004 | 20358 | 10.7593 | 0.8342 | 0.5765 |
170
+ | 0.5879 | 117.0004 | 20532 | 12.2808 | 0.8356 | 0.5703 |
171
+ | 0.5655 | 118.0004 | 20706 | 12.5616 | 0.8388 | 0.5786 |
172
+ | 0.6316 | 119.0004 | 20880 | 12.5009 | 0.8375 | 0.5801 |
173
+ | 0.5443 | 120.0004 | 21054 | 11.5212 | 0.8330 | 0.5647 |
174
+ | 0.4701 | 121.0004 | 21228 | 11.0561 | 0.8441 | 0.5807 |
175
+ | 0.537 | 122.0004 | 21402 | 13.7783 | 0.8369 | 0.5688 |
176
+ | 0.4694 | 123.0004 | 21576 | 10.4786 | 0.8454 | 0.5900 |
177
+ | 0.493 | 124.0004 | 21750 | 10.6332 | 0.8394 | 0.5840 |
178
+ | 0.4444 | 125.0004 | 21924 | 10.6344 | 0.8364 | 0.5815 |
179
+ | 0.6199 | 126.0004 | 22098 | 14.6730 | 0.8481 | 0.5935 |
180
+ | 0.6057 | 127.0003 | 22272 | 13.4446 | 0.8439 | 0.5906 |
181
+ | 0.4949 | 128.0003 | 22446 | 12.0232 | 0.8400 | 0.5849 |
182
+ | 0.4414 | 129.0003 | 22620 | 10.5329 | 0.8402 | 0.5847 |
183
+ | 0.4897 | 130.0003 | 22794 | 9.1551 | 0.8476 | 0.5965 |
184
+ | 0.4531 | 131.0003 | 22968 | 9.7573 | 0.8442 | 0.5955 |
185
+ | 0.7964 | 132.0003 | 23142 | 9.4786 | 0.8366 | 0.5757 |
186
+ | 0.5407 | 133.0003 | 23316 | 10.3612 | 0.8483 | 0.5955 |
187
+ | 0.5578 | 134.0003 | 23490 | 9.5040 | 0.8310 | 0.5794 |
188
+ | 0.3978 | 135.0003 | 23664 | 9.8310 | 0.8541 | 0.6080 |
189
+ | 0.5281 | 136.0003 | 23838 | 9.7351 | 0.8507 | 0.6030 |
190
+ | 0.4405 | 137.0003 | 24012 | 8.7155 | 0.8531 | 0.6058 |
191
+ | 0.4649 | 138.0003 | 24186 | 10.8164 | 0.8442 | 0.5895 |
192
+ | 0.4539 | 139.0003 | 24360 | 9.6849 | 0.8490 | 0.6080 |
193
+ | 0.4501 | 140.0003 | 24534 | 7.9621 | 0.8453 | 0.5982 |
194
+ | 0.4089 | 141.0002 | 24708 | 8.2597 | 0.8520 | 0.6115 |
195
+ | 0.3451 | 142.0002 | 24882 | 8.7596 | 0.8547 | 0.6129 |
196
+ | 0.3344 | 143.0002 | 25056 | 8.5327 | 0.8540 | 0.6134 |
197
+ | 0.553 | 144.0002 | 25230 | 3.4517 | 0.8255 | 0.5338 |
198
+ | 0.5127 | 145.0002 | 25404 | 5.9314 | 0.8485 | 0.6030 |
199
+ | 0.4275 | 146.0002 | 25578 | 6.7567 | 0.8538 | 0.6164 |
200
+ | 0.3549 | 147.0002 | 25752 | 7.2178 | 0.8544 | 0.6180 |
201
+ | 0.4353 | 148.0002 | 25926 | 6.8616 | 0.8556 | 0.6193 |
202
+ | 0.3477 | 149.0002 | 26100 | 6.8243 | 0.8555 | 0.6211 |
203
+ | 0.3248 | 150.0002 | 26274 | 7.1503 | 0.8511 | 0.6126 |
204
+ | 0.3573 | 151.0002 | 26448 | 6.8496 | 0.8569 | 0.6221 |
205
+ | 0.3801 | 152.0002 | 26622 | 6.4565 | 0.8550 | 0.6201 |
206
+ | 0.31 | 153.0002 | 26796 | 7.2311 | 0.8525 | 0.6184 |
207
+ | 0.4055 | 154.0001 | 26970 | 6.0827 | 0.8523 | 0.6201 |
208
+ | 0.3299 | 155.0001 | 27144 | 6.3565 | 0.8544 | 0.6188 |
209
+ | 0.34 | 156.0001 | 27318 | 6.1611 | 0.8555 | 0.6254 |
210
+ | 0.3839 | 157.0001 | 27492 | 6.5963 | 0.8578 | 0.6225 |
211
+ | 0.4156 | 158.0001 | 27666 | 5.0570 | 0.8511 | 0.6137 |
212
+ | 0.3452 | 159.0001 | 27840 | 5.7934 | 0.8416 | 0.5900 |
213
+ | 0.3247 | 160.0001 | 28014 | 6.0372 | 0.8526 | 0.6148 |
214
+ | 0.3458 | 161.0001 | 28188 | 6.8397 | 0.8595 | 0.6260 |
215
+ | 0.3106 | 162.0001 | 28362 | 6.7712 | 0.8570 | 0.6245 |
216
+ | 0.3271 | 163.0001 | 28536 | 6.5956 | 0.8594 | 0.6293 |
217
+ | 0.3383 | 164.0001 | 28710 | 6.2867 | 0.8600 | 0.6262 |
218
+ | 0.3404 | 165.0001 | 28884 | 6.1735 | 0.8607 | 0.6301 |
219
+ | 0.2643 | 166.0001 | 29058 | 4.9236 | 0.8599 | 0.6303 |
220
+ | 0.2768 | 167.0001 | 29232 | 4.5342 | 0.8602 | 0.6328 |
221
+ | 0.4531 | 168.0000 | 29406 | 4.2262 | 0.8529 | 0.6241 |
222
+ | 0.3136 | 169.0000 | 29580 | 4.4217 | 0.8589 | 0.6298 |
223
+ | 0.369 | 170.0000 | 29754 | 4.1586 | 0.8608 | 0.6286 |
224
+ | 0.2799 | 171.0000 | 29928 | 3.7740 | 0.8623 | 0.6271 |
225
+ | 0.2697 | 172.0000 | 30102 | 4.1080 | 0.8567 | 0.6284 |
226
+ | 0.3533 | 173.0000 | 30276 | 5.6948 | 0.8597 | 0.6318 |
227
+ | 0.3267 | 173.0013 | 30450 | 5.0195 | 0.8602 | 0.6296 |
228
+ | 0.2715 | 174.0013 | 30624 | 4.6479 | 0.8633 | 0.6379 |
229
+ | 0.3065 | 175.0013 | 30798 | 4.2122 | 0.8662 | 0.6408 |
230
+ | 0.2456 | 176.0013 | 30972 | 3.8362 | 0.8649 | 0.6425 |
231
+ | 0.3271 | 177.0013 | 31146 | 4.0016 | 0.8650 | 0.6389 |
232
+ | 0.2917 | 178.0013 | 31320 | 4.5706 | 0.8614 | 0.6381 |
233
+ | 0.2942 | 179.0013 | 31494 | 4.4152 | 0.8643 | 0.6399 |
234
+ | 0.2604 | 180.0012 | 31668 | 4.2078 | 0.8670 | 0.6430 |
235
+ | 0.2817 | 181.0012 | 31842 | 3.3371 | 0.8636 | 0.6389 |
236
+ | 0.4657 | 182.0012 | 32016 | 11.4033 | 0.8581 | 0.6260 |
237
+ | 0.3708 | 183.0012 | 32190 | 6.4548 | 0.8600 | 0.6310 |
238
+ | 0.3909 | 184.0012 | 32364 | 5.2220 | 0.8525 | 0.6283 |
239
+ | 0.3134 | 185.0012 | 32538 | 5.1952 | 0.8648 | 0.6413 |
240
+ | 0.2601 | 186.0012 | 32712 | 4.6727 | 0.8673 | 0.6453 |
241
+ | 0.2015 | 187.0012 | 32886 | 4.6022 | 0.8676 | 0.6437 |
242
+ | 0.2591 | 188.0012 | 33060 | 4.0850 | 0.8665 | 0.6481 |
243
+ | 0.2496 | 189.0012 | 33234 | 4.2169 | 0.8654 | 0.6390 |
244
+ | 0.2217 | 190.0012 | 33408 | 3.9366 | 0.8676 | 0.6462 |
245
+ | 0.3994 | 191.0012 | 33582 | 4.5487 | 0.8580 | 0.6295 |
246
+ | 0.5963 | 192.0012 | 33756 | 3.6429 | 0.8428 | 0.6010 |
247
+ | 0.3042 | 193.0012 | 33930 | 3.2782 | 0.8662 | 0.6420 |
248
+ | 0.2818 | 194.0011 | 34104 | 4.0609 | 0.8681 | 0.6453 |
249
+ | 0.2412 | 195.0011 | 34278 | 3.9028 | 0.8649 | 0.6423 |
250
+ | 0.2443 | 196.0011 | 34452 | 3.7107 | 0.8685 | 0.6512 |
251
+ | 0.2258 | 197.0011 | 34626 | 3.5195 | 0.8703 | 0.6511 |
252
+ | 0.2228 | 198.0011 | 34800 | 3.2900 | 0.8679 | 0.6483 |
253
+ | 0.2366 | 199.0011 | 34974 | 3.3586 | 0.8624 | 0.6503 |
254
+ | 0.2365 | 200.0011 | 35148 | 3.0656 | 0.8707 | 0.6536 |
255
+ | 0.2687 | 201.0011 | 35322 | 2.9254 | 0.8701 | 0.6493 |
256
+ | 0.2387 | 202.0011 | 35496 | 2.9994 | 0.8673 | 0.6530 |
257
+ | 0.228 | 203.0011 | 35670 | 3.4954 | 0.8579 | 0.6351 |
258
+ | 0.256 | 204.0011 | 35844 | 2.5774 | 0.8693 | 0.6536 |
259
+ | 0.2153 | 205.0011 | 36018 | 2.5170 | 0.8725 | 0.6547 |
260
+ | 0.2071 | 206.0011 | 36192 | 2.7074 | 0.8742 | 0.6583 |
261
+ | 0.2213 | 207.0010 | 36366 | 2.7717 | 0.8741 | 0.6589 |
262
+ | 0.2746 | 208.0010 | 36540 | 3.3100 | 0.8722 | 0.6479 |
263
+ | 0.2555 | 209.0010 | 36714 | 3.1032 | 0.8758 | 0.6585 |
264
+ | 0.1991 | 210.0010 | 36888 | 3.4403 | 0.8711 | 0.6539 |
265
+ | 0.224 | 211.0010 | 37062 | 3.1940 | 0.8701 | 0.6457 |
266
+ | 0.2318 | 212.0010 | 37236 | 3.0912 | 0.8742 | 0.6549 |
267
+ | 0.214 | 213.0010 | 37410 | 2.7279 | 0.8769 | 0.6650 |
268
+ | 0.2486 | 214.0010 | 37584 | 2.6118 | 0.8718 | 0.6572 |
269
+ | 0.2309 | 215.0010 | 37758 | 2.4740 | 0.8713 | 0.6556 |
270
+ | 0.2104 | 216.0010 | 37932 | 2.4357 | 0.8757 | 0.6651 |
271
+ | 0.2043 | 217.0010 | 38106 | 2.5546 | 0.8740 | 0.6616 |
272
+ | 0.2187 | 218.0010 | 38280 | 2.2833 | 0.8739 | 0.6624 |
273
+ | 0.2946 | 219.0010 | 38454 | 2.3107 | 0.8703 | 0.6559 |
274
+ | 0.1762 | 220.0010 | 38628 | 2.2063 | 0.8768 | 0.6660 |
275
+ | 0.1803 | 221.0009 | 38802 | 2.1648 | 0.8749 | 0.6675 |
276
+ | 0.3054 | 222.0009 | 38976 | 2.1916 | 0.8659 | 0.6321 |
277
+ | 0.2872 | 223.0009 | 39150 | 2.0819 | 0.8740 | 0.6561 |
278
+ | 0.2549 | 224.0009 | 39324 | 2.0012 | 0.8738 | 0.6624 |
279
+ | 0.2097 | 225.0009 | 39498 | 2.0708 | 0.8776 | 0.6626 |
280
+ | 0.1778 | 226.0009 | 39672 | 2.3421 | 0.8780 | 0.6635 |
281
+ | 0.1918 | 227.0009 | 39846 | 2.1748 | 0.8785 | 0.6678 |
282
+ | 0.2721 | 228.0009 | 40020 | 2.2885 | 0.8718 | 0.6605 |
283
+ | 0.2544 | 229.0009 | 40194 | 2.1132 | 0.8787 | 0.6682 |
284
+ | 0.1885 | 230.0009 | 40368 | 2.1258 | 0.8783 | 0.6716 |
285
+ | 0.2577 | 231.0009 | 40542 | 2.0452 | 0.8795 | 0.6704 |
286
+ | 0.2559 | 232.0009 | 40716 | 2.0990 | 0.8799 | 0.6707 |
287
+ | 0.1775 | 233.0009 | 40890 | 2.1890 | 0.8783 | 0.6717 |
288
+ | 0.1837 | 234.0008 | 41064 | 1.8737 | 0.8810 | 0.6739 |
289
+ | 0.2526 | 235.0008 | 41238 | 1.8247 | 0.8812 | 0.6755 |
290
+ | 0.2094 | 236.0008 | 41412 | 1.8775 | 0.8787 | 0.6696 |
291
+ | 0.173 | 237.0008 | 41586 | 1.8908 | 0.8789 | 0.6723 |
292
+ | 0.1739 | 238.0008 | 41760 | 1.8188 | 0.8798 | 0.6702 |
293
+ | 0.2387 | 239.0008 | 41934 | 2.4599 | 0.8793 | 0.6689 |
294
+ | 0.2069 | 240.0008 | 42108 | 2.0130 | 0.8792 | 0.6706 |
295
+ | 0.1593 | 241.0008 | 42282 | 2.0353 | 0.8786 | 0.6703 |
296
+ | 0.1792 | 242.0008 | 42456 | 1.8328 | 0.8774 | 0.6703 |
297
+ | 0.1916 | 243.0008 | 42630 | 1.7857 | 0.8782 | 0.6688 |
298
+ | 0.1461 | 244.0008 | 42804 | 1.6520 | 0.8814 | 0.6759 |
299
+ | 0.1672 | 245.0008 | 42978 | 1.8272 | 0.8797 | 0.6732 |
300
+ | 0.192 | 246.0008 | 43152 | 1.8044 | 0.8795 | 0.6715 |
301
+ | 0.1725 | 247.0007 | 43326 | 1.7516 | 0.8807 | 0.6761 |
302
+ | 0.2133 | 248.0007 | 43500 | 1.6619 | 0.8806 | 0.6732 |
303
+ | 0.2043 | 249.0007 | 43674 | 1.6360 | 0.8801 | 0.6708 |
304
+ | 0.142 | 250.0007 | 43848 | 1.6450 | 0.8823 | 0.6758 |
305
+ | 0.1655 | 251.0007 | 44022 | 1.8628 | 0.8674 | 0.6620 |
306
+ | 0.5894 | 252.0007 | 44196 | 2.7440 | 0.8769 | 0.6663 |
307
+ | 0.2397 | 253.0007 | 44370 | 2.1902 | 0.8809 | 0.6713 |
308
+ | 0.1939 | 254.0007 | 44544 | 2.0596 | 0.8827 | 0.6781 |
309
+ | 0.2093 | 255.0007 | 44718 | 1.8934 | 0.8831 | 0.6830 |
310
+ | 0.1489 | 256.0007 | 44892 | 1.8673 | 0.8848 | 0.6836 |
311
+ | 0.2065 | 257.0007 | 45066 | 1.8263 | 0.8846 | 0.6842 |
312
+ | 0.1698 | 258.0007 | 45240 | 1.7326 | 0.8852 | 0.6813 |
313
+ | 0.1953 | 259.0007 | 45414 | 1.6492 | 0.8839 | 0.6812 |
314
+ | 0.1662 | 260.0007 | 45588 | 1.7022 | 0.8856 | 0.6847 |
315
+ | 0.1715 | 261.0006 | 45762 | 1.6811 | 0.8835 | 0.6817 |
316
+ | 0.1405 | 262.0006 | 45936 | 1.5713 | 0.8840 | 0.6819 |
317
+ | 0.1516 | 263.0006 | 46110 | 1.6677 | 0.8843 | 0.6816 |
318
+ | 0.1529 | 264.0006 | 46284 | 1.6880 | 0.8855 | 0.6832 |
319
+ | 0.161 | 265.0006 | 46458 | 1.6802 | 0.8831 | 0.6790 |
320
+ | 0.1928 | 266.0006 | 46632 | 1.4846 | 0.8833 | 0.6825 |
321
+ | 0.1657 | 267.0006 | 46806 | 1.6185 | 0.8826 | 0.6819 |
322
+ | 0.1458 | 268.0006 | 46980 | 1.7232 | 0.8820 | 0.6819 |
323
+ | 0.1648 | 269.0006 | 47154 | 1.4613 | 0.8866 | 0.6846 |
324
+ | 0.1766 | 270.0006 | 47328 | 1.5113 | 0.8821 | 0.6797 |
325
+ | 0.1662 | 271.0006 | 47502 | 1.4094 | 0.8833 | 0.6837 |
326
+ | 0.2681 | 272.0006 | 47676 | 1.6745 | 0.8785 | 0.6745 |
327
+ | 0.1545 | 273.0006 | 47850 | 1.5867 | 0.8850 | 0.6842 |
328
+ | 0.1587 | 274.0005 | 48024 | 1.5197 | 0.8847 | 0.6891 |
329
+ | 0.1325 | 275.0005 | 48198 | 1.4900 | 0.8862 | 0.6868 |
330
+ | 0.1317 | 276.0005 | 48372 | 1.4100 | 0.8867 | 0.6887 |
331
+ | 0.1332 | 277.0005 | 48546 | 1.5640 | 0.8849 | 0.6862 |
332
+ | 0.1403 | 278.0005 | 48720 | 1.5209 | 0.8853 | 0.6881 |
333
+ | 0.1848 | 279.0005 | 48894 | 1.4914 | 0.8839 | 0.6836 |
334
+ | 0.1828 | 280.0005 | 49068 | 1.4887 | 0.8844 | 0.6868 |
335
+ | 0.1533 | 281.0005 | 49242 | 1.4823 | 0.8878 | 0.6881 |
336
+ | 0.1301 | 282.0005 | 49416 | 1.4821 | 0.8838 | 0.6824 |
337
+ | 0.1428 | 283.0005 | 49590 | 1.7153 | 0.8729 | 0.6694 |
338
+ | 0.1468 | 284.0005 | 49764 | 1.4758 | 0.8844 | 0.6853 |
339
+ | 0.1663 | 285.0005 | 49938 | 1.5358 | 0.8861 | 0.6883 |
340
+ | 0.1375 | 286.0005 | 50112 | 1.3686 | 0.8855 | 0.6887 |
341
+ | 0.1321 | 287.0005 | 50286 | 1.4410 | 0.8846 | 0.6857 |
342
+ | 0.1391 | 288.0004 | 50460 | 1.4543 | 0.8829 | 0.6853 |
343
+ | 0.1537 | 289.0004 | 50634 | 1.3885 | 0.8878 | 0.6909 |
344
+ | 0.1781 | 290.0004 | 50808 | 1.5092 | 0.8843 | 0.6886 |
345
+ | 0.1431 | 291.0004 | 50982 | 2.2822 | 0.8529 | 0.6507 |
346
+ | 0.2525 | 292.0004 | 51156 | 1.8542 | 0.8800 | 0.6744 |
347
+ | 0.1577 | 293.0004 | 51330 | 1.3613 | 0.8912 | 0.6951 |
348
+ | 0.1417 | 294.0004 | 51504 | 1.4194 | 0.8903 | 0.6931 |
349
+ | 0.18 | 295.0004 | 51678 | 1.4492 | 0.8894 | 0.6963 |
350
+ | 0.1303 | 296.0004 | 51852 | 1.4295 | 0.8890 | 0.6926 |
351
+ | 0.1275 | 297.0004 | 52026 | 1.5313 | 0.8907 | 0.6963 |
352
+ | 0.1266 | 298.0004 | 52200 | 1.4561 | 0.8916 | 0.6955 |
353
+ | 0.1564 | 299.0004 | 52374 | 1.4782 | 0.8908 | 0.6934 |
354
+ | 0.1437 | 300.0004 | 52548 | 1.4331 | 0.8915 | 0.6964 |
355
+ | 0.1736 | 301.0003 | 52722 | 1.4573 | 0.8890 | 0.6952 |
356
+ | 0.1113 | 302.0003 | 52896 | 1.5136 | 0.8887 | 0.6938 |
357
+ | 0.1185 | 303.0003 | 53070 | 1.4706 | 0.8892 | 0.6936 |
358
+ | 0.1038 | 304.0003 | 53244 | 1.4008 | 0.8905 | 0.6937 |
359
+ | 0.1197 | 305.0003 | 53418 | 1.4364 | 0.8894 | 0.6939 |
360
+ | 0.1493 | 306.0003 | 53592 | 1.3574 | 0.8909 | 0.6970 |
361
+ | 0.1404 | 307.0003 | 53766 | 1.4234 | 0.8907 | 0.6956 |
362
+ | 0.1522 | 308.0003 | 53940 | 1.3188 | 0.8930 | 0.6971 |
363
+ | 0.1274 | 309.0003 | 54114 | 1.4140 | 0.8893 | 0.6940 |
364
+ | 0.1872 | 310.0003 | 54288 | 1.3112 | 0.8910 | 0.6949 |
365
+ | 0.1414 | 311.0003 | 54462 | 1.3824 | 0.8847 | 0.6905 |
366
+ | 0.2464 | 312.0003 | 54636 | 1.7413 | 0.8602 | 0.6391 |
367
+ | 0.252 | 313.0003 | 54810 | 1.4723 | 0.8671 | 0.6712 |
368
+ | 0.1587 | 314.0003 | 54984 | 1.1976 | 0.8905 | 0.6958 |
369
+ | 0.1681 | 315.0002 | 55158 | 1.2676 | 0.8845 | 0.6800 |
370
+ | 0.1486 | 316.0002 | 55332 | 1.2390 | 0.8888 | 0.6957 |
371
+ | 0.1319 | 317.0002 | 55506 | 1.3391 | 0.8918 | 0.6990 |
372
+ | 0.1281 | 318.0002 | 55680 | 1.3076 | 0.8917 | 0.6983 |
373
+ | 0.1787 | 319.0002 | 55854 | 1.3134 | 0.8886 | 0.6985 |
374
+ | 0.1257 | 320.0002 | 56028 | 1.3022 | 0.8930 | 0.6985 |
375
+ | 0.0998 | 321.0002 | 56202 | 1.3386 | 0.8930 | 0.7019 |
376
+ | 0.1082 | 322.0002 | 56376 | 1.2912 | 0.8913 | 0.6990 |
377
+ | 0.0886 | 323.0002 | 56550 | 1.2771 | 0.8932 | 0.7029 |
378
+ | 0.1222 | 324.0002 | 56724 | 1.2364 | 0.8936 | 0.7022 |
379
+ | 0.1202 | 325.0002 | 56898 | 1.3353 | 0.8912 | 0.6977 |
380
+ | 0.1871 | 326.0002 | 57072 | 1.2609 | 0.8908 | 0.6982 |
381
+ | 0.1369 | 327.0002 | 57246 | 1.4089 | 0.8830 | 0.6853 |
382
+ | 0.1267 | 328.0001 | 57420 | 1.1920 | 0.8954 | 0.7032 |
383
+ | 0.1239 | 329.0001 | 57594 | 1.2661 | 0.8945 | 0.7039 |
384
+ | 0.1437 | 330.0001 | 57768 | 1.1922 | 0.8929 | 0.6989 |
385
+ | 0.142 | 331.0001 | 57942 | 1.2924 | 0.8917 | 0.6965 |
386
+ | 0.1415 | 332.0001 | 58116 | 1.3052 | 0.8938 | 0.7027 |
387
+ | 0.1225 | 333.0001 | 58290 | 1.2835 | 0.8938 | 0.7062 |
388
+ | 0.1173 | 334.0001 | 58464 | 1.4640 | 0.8863 | 0.6905 |
389
+ | 0.1796 | 335.0001 | 58638 | 1.5652 | 0.8694 | 0.6700 |
390
+ | 0.1869 | 336.0001 | 58812 | 1.1649 | 0.8873 | 0.7000 |
391
+ | 0.1342 | 337.0001 | 58986 | 1.2245 | 0.8917 | 0.7014 |
392
+ | 0.1298 | 338.0001 | 59160 | 1.2303 | 0.8954 | 0.7053 |
393
+ | 0.1263 | 339.0001 | 59334 | 1.2439 | 0.8957 | 0.7048 |
394
+ | 0.129 | 340.0001 | 59508 | 1.2543 | 0.8922 | 0.7031 |
395
+ | 0.1028 | 341.0001 | 59682 | 1.7968 | 0.8381 | 0.6170 |
396
+ | 0.1173 | 342.0000 | 59856 | 1.3555 | 0.8953 | 0.6959 |
397
+ | 0.1903 | 343.0000 | 60030 | 1.1691 | 0.8951 | 0.6989 |
398
+ | 0.1437 | 344.0000 | 60204 | 1.2972 | 0.8951 | 0.7023 |
399
+ | 0.1538 | 345.0000 | 60378 | 1.1709 | 0.8978 | 0.7071 |
400
+ | 0.1107 | 346.0000 | 60552 | 1.1555 | 0.8971 | 0.7069 |
401
+ | 0.1033 | 347.0000 | 60726 | 1.2629 | 0.8967 | 0.7094 |
402
+ | 0.1315 | 347.0013 | 60900 | 1.2824 | 0.8943 | 0.7031 |
403
+ | 0.1267 | 348.0013 | 61074 | 1.1548 | 0.8964 | 0.7063 |
404
+ | 0.1391 | 349.0013 | 61248 | 1.1837 | 0.8965 | 0.7094 |
405
+ | 0.1294 | 350.0013 | 61422 | 1.1904 | 0.8952 | 0.7094 |
406
+ | 0.1237 | 351.0013 | 61596 | 1.3140 | 0.8920 | 0.7068 |
407
+ | 0.1081 | 352.0013 | 61770 | 1.1994 | 0.8949 | 0.7077 |
408
+ | 0.1196 | 353.0013 | 61944 | 1.1767 | 0.8957 | 0.7091 |
409
+ | 0.0804 | 354.0012 | 62118 | 1.2262 | 0.8970 | 0.7104 |
410
+ | 0.0864 | 355.0012 | 62292 | 1.2705 | 0.8950 | 0.7088 |
411
+ | 0.1786 | 356.0012 | 62466 | 1.3522 | 0.8902 | 0.7003 |
412
+ | 0.135 | 357.0012 | 62640 | 1.1159 | 0.8942 | 0.7048 |
413
+ | 0.1102 | 358.0012 | 62814 | 1.2208 | 0.8922 | 0.7027 |
414
+ | 0.181 | 359.0012 | 62988 | 1.1702 | 0.8957 | 0.7078 |
415
+ | 0.0893 | 360.0012 | 63162 | 1.2556 | 0.8948 | 0.7053 |
416
+ | 0.1198 | 361.0012 | 63336 | 1.1464 | 0.8949 | 0.7079 |
417
+ | 0.115 | 362.0012 | 63510 | 1.2321 | 0.8937 | 0.7062 |
418
+ | 0.1156 | 363.0012 | 63684 | 1.2093 | 0.8930 | 0.7075 |
419
+ | 0.1043 | 364.0012 | 63858 | 1.1978 | 0.8957 | 0.7087 |
420
+ | 0.0855 | 365.0012 | 64032 | 1.1516 | 0.8955 | 0.7109 |
421
+ | 0.0828 | 366.0012 | 64206 | 1.1898 | 0.8961 | 0.7096 |
422
+ | 0.0925 | 367.0012 | 64380 | 1.2249 | 0.8974 | 0.7119 |
423
+ | 0.1307 | 368.0011 | 64554 | 1.3228 | 0.8935 | 0.7061 |
424
+ | 0.1261 | 369.0011 | 64728 | 1.2560 | 0.8955 | 0.7066 |
425
+ | 0.1261 | 370.0011 | 64902 | 1.3165 | 0.8928 | 0.7019 |
426
+ | 0.0837 | 371.0011 | 65076 | 1.1153 | 0.8953 | 0.7100 |
427
+ | 0.1509 | 372.0011 | 65250 | 1.2156 | 0.8968 | 0.7122 |
428
+ | 0.0956 | 373.0011 | 65424 | 1.2497 | 0.8939 | 0.7107 |
429
+ | 0.1246 | 374.0011 | 65598 | 1.2057 | 0.8954 | 0.7083 |
430
+ | 0.1128 | 375.0011 | 65772 | 1.1951 | 0.8958 | 0.7116 |
431
+ | 0.0954 | 376.0011 | 65946 | 1.2156 | 0.8967 | 0.7144 |
432
+ | 0.1064 | 377.0011 | 66120 | 1.3368 | 0.8934 | 0.7038 |
433
+ | 0.1322 | 378.0011 | 66294 | 1.1924 | 0.8921 | 0.7032 |
434
+ | 0.1097 | 379.0011 | 66468 | 1.1625 | 0.8948 | 0.7117 |
435
+ | 0.1113 | 380.0011 | 66642 | 1.1893 | 0.8957 | 0.7127 |
436
+ | 0.1088 | 381.0010 | 66816 | 1.2376 | 0.8973 | 0.7147 |
437
+ | 0.0889 | 382.0010 | 66990 | 1.2362 | 0.8972 | 0.7139 |
438
+ | 0.0771 | 383.0010 | 67164 | 1.2745 | 0.8969 | 0.7117 |
439
+ | 0.0908 | 384.0010 | 67338 | 1.3461 | 0.8913 | 0.7026 |
440
+ | 0.106 | 385.0010 | 67512 | 1.3200 | 0.8937 | 0.7083 |
441
+ | 0.1267 | 386.0010 | 67686 | 1.1702 | 0.8986 | 0.7159 |
442
+ | 0.0896 | 387.0010 | 67860 | 1.1696 | 0.8991 | 0.7144 |
443
+ | 0.0729 | 388.0010 | 68034 | 1.2285 | 0.8992 | 0.7188 |
444
+ | 0.1233 | 389.0010 | 68208 | 1.2319 | 0.8949 | 0.7097 |
445
+ | 0.188 | 390.0010 | 68382 | 1.2234 | 0.8889 | 0.6959 |
446
+ | 0.1373 | 391.0010 | 68556 | 1.1261 | 0.8952 | 0.7060 |
447
+ | 0.1133 | 392.0010 | 68730 | 1.1703 | 0.8975 | 0.7157 |
448
+ | 0.1342 | 393.0010 | 68904 | 1.1728 | 0.8985 | 0.7193 |
449
+ | 0.1715 | 394.0010 | 69078 | 1.3000 | 0.8913 | 0.7034 |
450
+ | 0.1173 | 395.0009 | 69252 | 1.1391 | 0.8977 | 0.7118 |
451
+ | 0.1249 | 396.0009 | 69426 | 1.1177 | 0.8977 | 0.7139 |
452
+ | 0.0762 | 397.0009 | 69600 | 1.2210 | 0.8999 | 0.7179 |
453
+ | 0.1012 | 398.0009 | 69774 | 1.1312 | 0.9001 | 0.7203 |
454
+ | 0.0865 | 399.0009 | 69948 | 1.2682 | 0.8987 | 0.7174 |
455
+ | 0.0906 | 400.0009 | 70122 | 1.2211 | 0.8981 | 0.7156 |
456
+ | 0.1099 | 401.0009 | 70296 | 1.2372 | 0.8983 | 0.7177 |
457
+ | 0.1256 | 402.0009 | 70470 | 1.1252 | 0.8989 | 0.7104 |
458
+ | 0.0972 | 403.0009 | 70644 | 1.1406 | 0.8990 | 0.7172 |
459
+ | 0.0985 | 404.0009 | 70818 | 1.1834 | 0.8987 | 0.7169 |
460
+ | 0.1285 | 405.0009 | 70992 | 1.2079 | 0.8985 | 0.7173 |
461
+ | 0.1003 | 406.0009 | 71166 | 1.3124 | 0.8954 | 0.7089 |
462
+ | 0.1651 | 407.0009 | 71340 | 1.2985 | 0.8974 | 0.7106 |
463
+ | 0.0911 | 408.0008 | 71514 | 1.2633 | 0.9004 | 0.7184 |
464
+ | 0.0904 | 409.0008 | 71688 | 1.2437 | 0.9016 | 0.7190 |
465
+ | 0.0994 | 410.0008 | 71862 | 1.2145 | 0.9006 | 0.7190 |
466
+ | 0.0913 | 411.0008 | 72036 | 1.2167 | 0.8985 | 0.7162 |
467
+ | 0.1174 | 412.0008 | 72210 | 1.2560 | 0.9011 | 0.7254 |
468
+ | 0.1012 | 413.0008 | 72384 | 1.2263 | 0.8982 | 0.7174 |
469
+ | 0.0835 | 414.0008 | 72558 | 1.1669 | 0.9020 | 0.7251 |
470
+ | 0.0828 | 415.0008 | 72732 | 1.1628 | 0.9025 | 0.7255 |
471
+ | 0.0811 | 416.0008 | 72906 | 1.2479 | 0.9020 | 0.7238 |
472
+ | 0.1073 | 417.0008 | 73080 | 1.2091 | 0.8999 | 0.7220 |
473
+ | 0.1046 | 418.0008 | 73254 | 1.2656 | 0.8987 | 0.7188 |
474
+ | 0.0672 | 419.0008 | 73428 | 1.2491 | 0.9012 | 0.7216 |
475
+ | 0.0696 | 420.0008 | 73602 | 1.2571 | 0.8994 | 0.7201 |
476
+ | 0.0785 | 421.0007 | 73776 | 1.2267 | 0.8999 | 0.7203 |
477
+ | 0.0709 | 422.0007 | 73950 | 1.3176 | 0.8992 | 0.7190 |
478
+ | 0.1 | 423.0007 | 74124 | 1.4395 | 0.8943 | 0.7109 |
479
+ | 0.0736 | 424.0007 | 74298 | 1.1753 | 0.8998 | 0.7240 |
480
+ | 0.0948 | 425.0007 | 74472 | 1.3013 | 0.9003 | 0.7228 |
481
+ | 0.1121 | 426.0007 | 74646 | 1.3695 | 0.8999 | 0.7228 |
482
+ | 0.1034 | 427.0007 | 74820 | 1.2428 | 0.8991 | 0.7185 |
483
+ | 0.0678 | 428.0007 | 74994 | 1.2562 | 0.8995 | 0.7194 |
484
+ | 0.0819 | 429.0007 | 75168 | 1.4170 | 0.8993 | 0.7204 |
485
+ | 0.0931 | 430.0007 | 75342 | 1.2486 | 0.9013 | 0.7234 |
486
+ | 0.1071 | 431.0007 | 75516 | 1.3411 | 0.8934 | 0.7102 |
487
+ | 0.085 | 432.0007 | 75690 | 1.1955 | 0.8993 | 0.7237 |
488
+ | 0.0667 | 433.0007 | 75864 | 1.2750 | 0.9002 | 0.7233 |
489
+ | 0.0701 | 434.0007 | 76038 | 1.2568 | 0.9016 | 0.7247 |
490
+ | 0.1787 | 435.0006 | 76212 | 1.3989 | 0.8774 | 0.7054 |
491
 
492
 
493
  ### Framework versions
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