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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: 23.8621
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- - Accuracy: 0.9006
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- - Macro F1: 0.7591
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  ## Model description
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@@ -50,256 +50,361 @@ 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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- | 1071.1105 | 0.0013 | 174 | 916.9260 | 0.0519 | 0.0275 |
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- | 307.3144 | 1.0013 | 348 | 220.1818 | 0.0904 | 0.0378 |
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- | 95.291 | 2.0013 | 522 | 327.4888 | 0.2279 | 0.0661 |
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- | 77.9946 | 3.0013 | 696 | 354.5122 | 0.3472 | 0.0917 |
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- | 69.1096 | 4.0013 | 870 | 385.2865 | 0.4179 | 0.1059 |
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- | 64.8772 | 5.0013 | 1044 | 409.2585 | 0.4601 | 0.1145 |
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- | 60.4624 | 6.0012 | 1218 | 361.9901 | 0.4791 | 0.1188 |
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- | 57.818 | 7.0012 | 1392 | 397.4457 | 0.4991 | 0.1244 |
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- | 54.002 | 8.0012 | 1566 | 398.1290 | 0.5117 | 0.1266 |
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- | 51.7324 | 9.0012 | 1740 | 390.6792 | 0.5269 | 0.1295 |
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- | 48.178 | 10.0012 | 1914 | 358.7085 | 0.5314 | 0.1311 |
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- | 46.1396 | 11.0012 | 2088 | 281.8654 | 0.5355 | 0.1321 |
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- | 44.6578 | 12.0012 | 2262 | 248.2498 | 0.5428 | 0.1342 |
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- | 42.1772 | 13.0012 | 2436 | 220.6902 | 0.5463 | 0.1357 |
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- | 40.186 | 14.0012 | 2610 | 180.6336 | 0.5597 | 0.1390 |
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- | 38.2952 | 15.0012 | 2784 | 167.0331 | 0.5601 | 0.1397 |
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- | 36.5276 | 16.0012 | 2958 | 157.5534 | 0.5710 | 0.1424 |
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- | 34.946 | 17.0012 | 3132 | 148.7067 | 0.5715 | 0.1445 |
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- | 33.2803 | 18.0012 | 3306 | 128.2341 | 0.5720 | 0.1459 |
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- | 32.1226 | 19.0012 | 3480 | 122.0039 | 0.5979 | 0.1519 |
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- | 30.4977 | 20.0011 | 3654 | 106.4274 | 0.5800 | 0.1536 |
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- | 28.9133 | 21.0011 | 3828 | 108.8758 | 0.6021 | 0.1601 |
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- | 27.0074 | 22.0011 | 4002 | 100.3312 | 0.5978 | 0.1629 |
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- | 26.0635 | 23.0011 | 4176 | 93.0917 | 0.6021 | 0.1671 |
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- | 24.0991 | 24.0011 | 4350 | 88.3154 | 0.6072 | 0.1748 |
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- | 22.1448 | 25.0011 | 4524 | 82.2642 | 0.6317 | 0.1771 |
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- | 21.3017 | 26.0011 | 4698 | 79.5632 | 0.6511 | 0.1937 |
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- | 19.762 | 27.0011 | 4872 | 72.8238 | 0.6553 | 0.1947 |
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- | 18.3492 | 28.0011 | 5046 | 71.8495 | 0.6644 | 0.2039 |
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- | 17.3736 | 29.0011 | 5220 | 71.1042 | 0.6819 | 0.2250 |
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- | 16.3902 | 30.0011 | 5394 | 70.4107 | 0.6914 | 0.2287 |
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- | 15.1843 | 31.0011 | 5568 | 65.3933 | 0.6926 | 0.2372 |
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- | 15.1916 | 32.0011 | 5742 | 65.4141 | 0.6879 | 0.2476 |
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- | 13.469 | 33.0010 | 5916 | 60.5838 | 0.7097 | 0.2581 |
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- | 12.9061 | 34.0010 | 6090 | 59.3015 | 0.6963 | 0.2640 |
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- | 11.7938 | 35.0010 | 6264 | 67.4723 | 0.7167 | 0.2896 |
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- | 11.1503 | 36.0010 | 6438 | 55.8701 | 0.7292 | 0.3013 |
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- | 10.354 | 37.0010 | 6612 | 55.7133 | 0.7247 | 0.3055 |
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- | 9.9429 | 38.0010 | 6786 | 64.5717 | 0.7347 | 0.3190 |
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- | 9.3196 | 39.0010 | 6960 | 61.9292 | 0.7433 | 0.3425 |
93
- | 8.513 | 40.0010 | 7134 | 55.8721 | 0.7472 | 0.3493 |
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- | 8.2008 | 41.0010 | 7308 | 61.9761 | 0.7472 | 0.3483 |
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- | 7.7605 | 42.0010 | 7482 | 63.0649 | 0.7515 | 0.3643 |
96
- | 7.1182 | 43.0010 | 7656 | 69.1525 | 0.7575 | 0.3849 |
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- | 6.6393 | 44.0010 | 7830 | 64.7897 | 0.7589 | 0.3897 |
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- | 6.0149 | 45.0010 | 8004 | 63.6413 | 0.7707 | 0.4001 |
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- | 5.6938 | 46.0010 | 8178 | 60.9982 | 0.7680 | 0.3939 |
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- | 5.5535 | 47.0009 | 8352 | 75.8102 | 0.7556 | 0.4027 |
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- | 4.8991 | 48.0009 | 8526 | 71.2782 | 0.7717 | 0.4160 |
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- | 4.54 | 49.0009 | 8700 | 72.8997 | 0.7779 | 0.4300 |
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- | 4.4054 | 50.0009 | 8874 | 71.3511 | 0.7873 | 0.4430 |
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- | 4.6015 | 51.0009 | 9048 | 72.7990 | 0.7808 | 0.4392 |
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- | 3.8771 | 52.0009 | 9222 | 70.6393 | 0.7844 | 0.4518 |
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- | 3.4468 | 53.0009 | 9396 | 72.0320 | 0.7799 | 0.4548 |
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- | 3.3139 | 54.0009 | 9570 | 71.4426 | 0.7928 | 0.4631 |
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- | 3.2179 | 55.0009 | 9744 | 71.2521 | 0.7860 | 0.4661 |
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- | 2.7241 | 56.0009 | 9918 | 60.8963 | 0.7946 | 0.4655 |
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- | 2.6323 | 57.0009 | 10092 | 68.7927 | 0.7984 | 0.4751 |
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- | 2.5876 | 58.0009 | 10266 | 67.8136 | 0.8020 | 0.4906 |
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- | 2.3709 | 59.0009 | 10440 | 69.9898 | 0.8020 | 0.4896 |
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- | 2.212 | 60.0008 | 10614 | 71.2956 | 0.7976 | 0.4960 |
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- | 2.064 | 61.0008 | 10788 | 79.7838 | 0.8062 | 0.5010 |
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- | 1.9108 | 62.0008 | 10962 | 79.9406 | 0.8108 | 0.5067 |
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- | 1.7361 | 63.0008 | 11136 | 71.6764 | 0.8008 | 0.5043 |
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- | 1.5907 | 64.0008 | 11310 | 77.2957 | 0.8116 | 0.5192 |
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- | 1.518 | 65.0008 | 11484 | 78.2582 | 0.8135 | 0.5088 |
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- | 1.1955 | 66.0008 | 11658 | 82.4455 | 0.8175 | 0.5191 |
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- | 1.1365 | 67.0008 | 11832 | 63.2824 | 0.8205 | 0.5155 |
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- | 0.9021 | 68.0008 | 12006 | 62.9742 | 0.8240 | 0.5295 |
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- | 0.8241 | 69.0008 | 12180 | 67.2848 | 0.8266 | 0.5331 |
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- | 0.7961 | 70.0008 | 12354 | 69.8350 | 0.8265 | 0.5385 |
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- | 0.7521 | 71.0008 | 12528 | 75.7815 | 0.8280 | 0.5426 |
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- | 0.7632 | 72.0008 | 12702 | 76.0700 | 0.8334 | 0.5407 |
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- | 0.6186 | 73.0007 | 12876 | 81.6507 | 0.8303 | 0.5533 |
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- | 0.5838 | 74.0007 | 13050 | 72.6086 | 0.8375 | 0.5655 |
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- | 0.519 | 75.0007 | 13224 | 70.2512 | 0.8400 | 0.5642 |
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- | 0.5484 | 76.0007 | 13398 | 70.1500 | 0.8398 | 0.5681 |
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- | 0.5408 | 77.0007 | 13572 | 71.5243 | 0.8507 | 0.5828 |
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- | 0.4949 | 78.0007 | 13746 | 74.5059 | 0.8468 | 0.5787 |
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- | 0.4515 | 79.0007 | 13920 | 60.0536 | 0.8467 | 0.5863 |
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- | 0.471 | 80.0007 | 14094 | 66.6615 | 0.8494 | 0.5851 |
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- | 0.4411 | 81.0007 | 14268 | 60.4127 | 0.8553 | 0.5960 |
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- | 0.4081 | 82.0007 | 14442 | 60.6191 | 0.8557 | 0.5959 |
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- | 0.3918 | 83.0007 | 14616 | 61.3452 | 0.8583 | 0.6014 |
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- | 0.3885 | 84.0007 | 14790 | 54.9566 | 0.8574 | 0.6082 |
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- | 0.3856 | 85.0007 | 14964 | 54.7612 | 0.8581 | 0.6127 |
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- | 0.3707 | 86.0007 | 15138 | 54.9271 | 0.8607 | 0.6057 |
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- | 0.3777 | 87.0006 | 15312 | 49.6427 | 0.8574 | 0.6100 |
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- | 0.3386 | 88.0006 | 15486 | 48.5498 | 0.8639 | 0.6099 |
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- | 0.3399 | 89.0006 | 15660 | 49.6015 | 0.8643 | 0.6198 |
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- | 0.3298 | 90.0006 | 15834 | 49.1596 | 0.8643 | 0.6253 |
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- | 0.3424 | 91.0006 | 16008 | 46.6932 | 0.8693 | 0.6374 |
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- | 0.3408 | 92.0006 | 16182 | 51.5574 | 0.8676 | 0.6356 |
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- | 0.3119 | 93.0006 | 16356 | 46.2073 | 0.8665 | 0.6329 |
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- | 0.3232 | 94.0006 | 16530 | 45.4627 | 0.8612 | 0.6294 |
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- | 0.2868 | 95.0006 | 16704 | 44.9902 | 0.8674 | 0.6387 |
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- | 0.2772 | 96.0006 | 16878 | 44.2864 | 0.8705 | 0.6507 |
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- | 0.297 | 97.0006 | 17052 | 42.0163 | 0.8709 | 0.6524 |
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- | 0.2587 | 98.0006 | 17226 | 45.7220 | 0.8736 | 0.6513 |
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- | 0.2668 | 99.0006 | 17400 | 41.3406 | 0.8726 | 0.6471 |
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- | 0.2739 | 100.0005 | 17574 | 42.2701 | 0.8707 | 0.6567 |
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- | 0.2786 | 101.0005 | 17748 | 38.4799 | 0.8744 | 0.6544 |
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- | 0.2498 | 102.0005 | 17922 | 40.8993 | 0.8786 | 0.6710 |
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- | 0.237 | 103.0005 | 18096 | 40.9156 | 0.8738 | 0.6560 |
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- | 0.2361 | 104.0005 | 18270 | 38.4156 | 0.8712 | 0.6630 |
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- | 0.2284 | 105.0005 | 18444 | 34.6554 | 0.8739 | 0.6637 |
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- | 0.2272 | 106.0005 | 18618 | 38.0209 | 0.8757 | 0.6656 |
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- | 0.2229 | 107.0005 | 18792 | 41.2726 | 0.8787 | 0.6688 |
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- | 0.2137 | 108.0005 | 18966 | 37.8564 | 0.8781 | 0.6719 |
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- | 0.2334 | 109.0005 | 19140 | 34.4903 | 0.8782 | 0.6738 |
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- | 0.2048 | 110.0005 | 19314 | 37.8222 | 0.8753 | 0.6691 |
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- | 0.2104 | 111.0005 | 19488 | 33.4882 | 0.8788 | 0.6684 |
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- | 0.2081 | 112.0005 | 19662 | 35.9320 | 0.8844 | 0.6790 |
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- | 0.2018 | 113.0005 | 19836 | 32.8766 | 0.8780 | 0.6791 |
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- | 0.1848 | 114.0004 | 20010 | 34.7820 | 0.8807 | 0.6813 |
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- | 0.2028 | 115.0004 | 20184 | 29.2460 | 0.8841 | 0.6869 |
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- | 0.2023 | 116.0004 | 20358 | 32.3090 | 0.8868 | 0.6957 |
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- | 0.1979 | 117.0004 | 20532 | 30.9706 | 0.8844 | 0.6886 |
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- | 0.1948 | 118.0004 | 20706 | 36.0117 | 0.8864 | 0.6917 |
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- | 0.1832 | 119.0004 | 20880 | 33.0474 | 0.8887 | 0.6901 |
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- | 0.1789 | 120.0004 | 21054 | 31.7762 | 0.8874 | 0.6991 |
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- | 0.1682 | 121.0004 | 21228 | 31.7379 | 0.8888 | 0.7016 |
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- | 0.1748 | 122.0004 | 21402 | 32.4533 | 0.8859 | 0.7047 |
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- | 0.1714 | 123.0004 | 21576 | 30.4150 | 0.8880 | 0.6984 |
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- | 0.1685 | 124.0004 | 21750 | 29.6585 | 0.8902 | 0.7034 |
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- | 0.1627 | 125.0004 | 21924 | 29.7405 | 0.8889 | 0.7043 |
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- | 0.1677 | 126.0004 | 22098 | 27.6232 | 0.8854 | 0.6982 |
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- | 0.163 | 127.0003 | 22272 | 31.4614 | 0.8869 | 0.6977 |
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- | 0.1574 | 128.0003 | 22446 | 29.6253 | 0.8894 | 0.7107 |
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- | 0.1514 | 129.0003 | 22620 | 31.2731 | 0.8906 | 0.7095 |
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- | 0.1516 | 130.0003 | 22794 | 30.3349 | 0.8877 | 0.7030 |
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- | 0.15 | 131.0003 | 22968 | 27.9678 | 0.8890 | 0.7032 |
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- | 0.1443 | 132.0003 | 23142 | 27.5203 | 0.8901 | 0.6993 |
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- | 0.1616 | 133.0003 | 23316 | 27.7037 | 0.8892 | 0.7107 |
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- | 0.1532 | 134.0003 | 23490 | 28.0554 | 0.8860 | 0.7014 |
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- | 0.1421 | 135.0003 | 23664 | 24.9238 | 0.8916 | 0.7101 |
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- | 0.1444 | 136.0003 | 23838 | 28.1723 | 0.8927 | 0.7156 |
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- | 0.141 | 137.0003 | 24012 | 27.4672 | 0.8927 | 0.7170 |
191
- | 0.1439 | 138.0003 | 24186 | 26.4160 | 0.8924 | 0.7169 |
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- | 0.1392 | 139.0003 | 24360 | 25.9160 | 0.8929 | 0.7216 |
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- | 0.1439 | 140.0003 | 24534 | 26.6943 | 0.8916 | 0.7145 |
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- | 0.1321 | 141.0002 | 24708 | 25.2970 | 0.8877 | 0.7147 |
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- | 0.1266 | 142.0002 | 24882 | 25.3811 | 0.8881 | 0.7163 |
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- | 0.1274 | 143.0002 | 25056 | 23.8011 | 0.8873 | 0.7110 |
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- | 0.1297 | 144.0002 | 25230 | 23.4062 | 0.8943 | 0.7237 |
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- | 0.1278 | 145.0002 | 25404 | 20.8234 | 0.8930 | 0.7238 |
199
- | 0.1426 | 146.0002 | 25578 | 26.0120 | 0.8952 | 0.7181 |
200
- | 0.1235 | 147.0002 | 25752 | 25.0103 | 0.8939 | 0.7218 |
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- | 0.1339 | 148.0002 | 25926 | 22.6269 | 0.8939 | 0.7228 |
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- | 0.1198 | 149.0002 | 26100 | 24.3290 | 0.8939 | 0.7258 |
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- | 0.1149 | 150.0002 | 26274 | 25.0183 | 0.8951 | 0.7276 |
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- | 0.1117 | 151.0002 | 26448 | 23.8628 | 0.8897 | 0.7152 |
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- | 0.1119 | 152.0002 | 26622 | 24.9298 | 0.8954 | 0.7344 |
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- | 0.1173 | 153.0002 | 26796 | 26.3068 | 0.8864 | 0.7184 |
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- | 0.1142 | 154.0001 | 26970 | 24.2188 | 0.8934 | 0.7261 |
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- | 0.1269 | 155.0001 | 27144 | 27.1026 | 0.8919 | 0.7194 |
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- | 0.1135 | 156.0001 | 27318 | 24.8055 | 0.8972 | 0.7329 |
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- | 0.1105 | 157.0001 | 27492 | 23.5371 | 0.8939 | 0.7286 |
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- | 0.1065 | 158.0001 | 27666 | 23.3602 | 0.8936 | 0.7291 |
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- | 0.1049 | 159.0001 | 27840 | 26.7597 | 0.8936 | 0.7287 |
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- | 0.1102 | 160.0001 | 28014 | 28.6464 | 0.8910 | 0.7223 |
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- | 0.1085 | 161.0001 | 28188 | 28.2966 | 0.8941 | 0.7266 |
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- | 0.1046 | 162.0001 | 28362 | 26.8082 | 0.8948 | 0.7277 |
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- | 0.1065 | 163.0001 | 28536 | 25.1373 | 0.8987 | 0.7333 |
217
- | 0.0964 | 164.0001 | 28710 | 25.3613 | 0.8933 | 0.7273 |
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- | 0.0985 | 165.0001 | 28884 | 24.9014 | 0.8989 | 0.7333 |
219
- | 0.0978 | 166.0001 | 29058 | 24.3461 | 0.8944 | 0.7303 |
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- | 0.0957 | 167.0001 | 29232 | 25.6565 | 0.8944 | 0.7276 |
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- | 0.0909 | 168.0000 | 29406 | 23.1801 | 0.8970 | 0.7297 |
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- | 0.1013 | 169.0000 | 29580 | 24.0874 | 0.8954 | 0.7309 |
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- | 0.1032 | 170.0000 | 29754 | 25.6413 | 0.8930 | 0.7317 |
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- | 0.0992 | 171.0000 | 29928 | 23.7169 | 0.9003 | 0.7318 |
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- | 0.0938 | 172.0000 | 30102 | 24.3248 | 0.8994 | 0.7356 |
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- | 0.0864 | 173.0000 | 30276 | 27.2556 | 0.8945 | 0.7341 |
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- | 0.0934 | 173.0013 | 30450 | 24.3835 | 0.8988 | 0.7402 |
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- | 0.1006 | 174.0013 | 30624 | 26.0400 | 0.8968 | 0.7338 |
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- | 0.0905 | 175.0013 | 30798 | 23.9647 | 0.8998 | 0.7379 |
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- | 0.0941 | 176.0013 | 30972 | 23.8668 | 0.8993 | 0.7394 |
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- | 0.0906 | 177.0013 | 31146 | 26.0899 | 0.8982 | 0.7410 |
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- | 0.0885 | 178.0013 | 31320 | 25.4130 | 0.8984 | 0.7428 |
233
- | 0.0939 | 179.0013 | 31494 | 23.5447 | 0.8966 | 0.7394 |
234
- | 0.089 | 180.0012 | 31668 | 22.5587 | 0.8946 | 0.7416 |
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- | 0.0863 | 181.0012 | 31842 | 26.1199 | 0.8943 | 0.7331 |
236
- | 0.0837 | 182.0012 | 32016 | 25.6055 | 0.8927 | 0.7346 |
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- | 0.0822 | 183.0012 | 32190 | 26.6287 | 0.8974 | 0.7403 |
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- | 0.0816 | 184.0012 | 32364 | 24.9176 | 0.8951 | 0.7331 |
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- | 0.0862 | 185.0012 | 32538 | 27.8039 | 0.8959 | 0.7405 |
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- | 0.0877 | 186.0012 | 32712 | 29.2693 | 0.8945 | 0.7322 |
241
- | 0.0817 | 187.0012 | 32886 | 24.2025 | 0.9012 | 0.7442 |
242
- | 0.0871 | 188.0012 | 33060 | 27.0045 | 0.9015 | 0.7462 |
243
- | 0.0752 | 189.0012 | 33234 | 25.4044 | 0.8951 | 0.7413 |
244
- | 0.0835 | 190.0012 | 33408 | 24.6893 | 0.8967 | 0.7451 |
245
- | 0.0749 | 191.0012 | 33582 | 23.4499 | 0.8967 | 0.7409 |
246
- | 0.0807 | 192.0012 | 33756 | 23.6384 | 0.8948 | 0.7365 |
247
- | 0.0824 | 193.0012 | 33930 | 25.4436 | 0.8968 | 0.7448 |
248
- | 0.0794 | 194.0011 | 34104 | 26.6859 | 0.9010 | 0.7490 |
249
- | 0.0786 | 195.0011 | 34278 | 31.1406 | 0.9000 | 0.7455 |
250
- | 0.0767 | 196.0011 | 34452 | 28.7380 | 0.8993 | 0.7470 |
251
- | 0.0775 | 197.0011 | 34626 | 26.2337 | 0.8965 | 0.7430 |
252
- | 0.0754 | 198.0011 | 34800 | 26.0209 | 0.8983 | 0.7434 |
253
- | 0.0816 | 199.0011 | 34974 | 25.3235 | 0.8970 | 0.7444 |
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- | 0.0871 | 200.0011 | 35148 | 25.7532 | 0.9007 | 0.7411 |
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- | 0.075 | 201.0011 | 35322 | 26.9895 | 0.8998 | 0.7477 |
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- | 0.0782 | 202.0011 | 35496 | 27.1862 | 0.9019 | 0.7487 |
257
- | 0.0698 | 203.0011 | 35670 | 29.9924 | 0.9021 | 0.7463 |
258
- | 0.0805 | 204.0011 | 35844 | 24.1934 | 0.9012 | 0.7499 |
259
- | 0.0734 | 205.0011 | 36018 | 26.2977 | 0.8990 | 0.7451 |
260
- | 0.0808 | 206.0011 | 36192 | 25.4156 | 0.8944 | 0.7364 |
261
- | 0.0738 | 207.0010 | 36366 | 28.7278 | 0.8984 | 0.7452 |
262
- | 0.0748 | 208.0010 | 36540 | 26.4802 | 0.9062 | 0.7512 |
263
- | 0.0665 | 209.0010 | 36714 | 25.9425 | 0.9001 | 0.7497 |
264
- | 0.0794 | 210.0010 | 36888 | 27.9106 | 0.8947 | 0.7424 |
265
- | 0.0738 | 211.0010 | 37062 | 30.8550 | 0.9026 | 0.7551 |
266
- | 0.0775 | 212.0010 | 37236 | 25.0435 | 0.8985 | 0.7517 |
267
- | 0.081 | 213.0010 | 37410 | 26.0296 | 0.9005 | 0.7556 |
268
- | 0.0711 | 214.0010 | 37584 | 29.7379 | 0.8937 | 0.7400 |
269
- | 0.0698 | 215.0010 | 37758 | 27.7228 | 0.9012 | 0.7544 |
270
- | 0.0692 | 216.0010 | 37932 | 29.9567 | 0.9023 | 0.7552 |
271
- | 0.0738 | 217.0010 | 38106 | 28.4722 | 0.9019 | 0.7551 |
272
- | 0.0667 | 218.0010 | 38280 | 27.1035 | 0.9021 | 0.7548 |
273
- | 0.0633 | 219.0010 | 38454 | 29.1530 | 0.9024 | 0.7550 |
274
- | 0.0663 | 220.0010 | 38628 | 28.9497 | 0.9042 | 0.7611 |
275
- | 0.0675 | 221.0009 | 38802 | 29.4822 | 0.9002 | 0.7555 |
276
- | 0.0644 | 222.0009 | 38976 | 26.4538 | 0.9020 | 0.7548 |
277
- | 0.0676 | 223.0009 | 39150 | 28.7964 | 0.9015 | 0.7606 |
278
- | 0.0802 | 224.0009 | 39324 | 28.6932 | 0.9027 | 0.7572 |
279
- | 0.0679 | 225.0009 | 39498 | 29.7335 | 0.9053 | 0.7570 |
280
- | 0.0694 | 226.0009 | 39672 | 27.3412 | 0.8988 | 0.7535 |
281
- | 0.0721 | 227.0009 | 39846 | 27.4954 | 0.9014 | 0.7621 |
282
- | 0.0616 | 228.0009 | 40020 | 24.3438 | 0.9030 | 0.7642 |
283
- | 0.0593 | 229.0009 | 40194 | 28.3107 | 0.8994 | 0.7526 |
284
- | 0.0602 | 230.0009 | 40368 | 30.5454 | 0.9029 | 0.7575 |
285
- | 0.0602 | 231.0009 | 40542 | 24.6443 | 0.9011 | 0.7599 |
286
- | 0.056 | 232.0009 | 40716 | 27.7230 | 0.9002 | 0.7536 |
287
- | 0.0644 | 233.0009 | 40890 | 24.9996 | 0.9034 | 0.7586 |
288
- | 0.0657 | 234.0008 | 41064 | 27.3175 | 0.8993 | 0.7576 |
289
- | 0.0621 | 235.0008 | 41238 | 30.7901 | 0.8997 | 0.7575 |
290
- | 0.0605 | 236.0008 | 41412 | 28.9089 | 0.9016 | 0.7571 |
291
- | 0.0567 | 237.0008 | 41586 | 27.2947 | 0.8991 | 0.7496 |
292
- | 0.06 | 238.0008 | 41760 | 27.8907 | 0.9048 | 0.7620 |
293
- | 0.0578 | 239.0008 | 41934 | 28.3218 | 0.9028 | 0.7527 |
294
- | 0.0539 | 240.0008 | 42108 | 29.9793 | 0.8952 | 0.7507 |
295
- | 0.0594 | 241.0008 | 42282 | 28.6463 | 0.9012 | 0.7547 |
296
- | 0.063 | 242.0008 | 42456 | 26.1269 | 0.9002 | 0.7587 |
297
- | 0.0598 | 243.0008 | 42630 | 34.1019 | 0.8996 | 0.7576 |
298
- | 0.0606 | 244.0008 | 42804 | 32.7949 | 0.9011 | 0.7568 |
299
- | 0.0582 | 245.0008 | 42978 | 31.6745 | 0.8992 | 0.7532 |
300
- | 0.0519 | 246.0008 | 43152 | 31.9092 | 0.8997 | 0.7553 |
301
- | 0.0584 | 247.0007 | 43326 | 34.1754 | 0.9030 | 0.7563 |
302
- | 0.0676 | 248.0007 | 43500 | 27.5905 | 0.9002 | 0.7576 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
303
 
304
 
305
  ### 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: 40.4007
20
+ - Accuracy: 0.9252
21
+ - Macro F1: 0.8229
22
 
23
  ## Model description
24
 
 
50
 
51
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Macro F1 |
52
  |:-------------:|:--------:|:-----:|:---------------:|:--------:|:--------:|
53
+ | 1058.768 | 0.0013 | 174 | 903.1061 | 0.0521 | 0.0276 |
54
+ | 302.8637 | 1.0013 | 348 | 219.2956 | 0.0904 | 0.0381 |
55
+ | 95.7511 | 2.0013 | 522 | 326.8114 | 0.2266 | 0.0658 |
56
+ | 78.4313 | 3.0013 | 696 | 354.0350 | 0.3470 | 0.0917 |
57
+ | 69.5464 | 4.0013 | 870 | 385.0882 | 0.4182 | 0.1065 |
58
+ | 65.2821 | 5.0013 | 1044 | 409.7349 | 0.4612 | 0.1149 |
59
+ | 60.9194 | 6.0012 | 1218 | 362.8458 | 0.4804 | 0.1192 |
60
+ | 58.2193 | 7.0012 | 1392 | 398.8410 | 0.5011 | 0.1249 |
61
+ | 54.4017 | 8.0012 | 1566 | 399.3748 | 0.5141 | 0.1272 |
62
+ | 52.1109 | 9.0012 | 1740 | 392.4926 | 0.5297 | 0.1302 |
63
+ | 48.5245 | 10.0012 | 1914 | 361.4272 | 0.5345 | 0.1322 |
64
+ | 46.4394 | 11.0012 | 2088 | 284.8040 | 0.5392 | 0.1331 |
65
+ | 44.9365 | 12.0012 | 2262 | 251.8859 | 0.5479 | 0.1360 |
66
+ | 42.4856 | 13.0012 | 2436 | 224.2316 | 0.5526 | 0.1381 |
67
+ | 40.3551 | 14.0012 | 2610 | 182.5441 | 0.5662 | 0.1419 |
68
+ | 38.3803 | 15.0012 | 2784 | 168.5659 | 0.5665 | 0.1428 |
69
+ | 36.585 | 16.0012 | 2958 | 158.2095 | 0.5777 | 0.1460 |
70
+ | 34.9725 | 17.0012 | 3132 | 149.1070 | 0.5800 | 0.1490 |
71
+ | 33.1353 | 18.0012 | 3306 | 128.2565 | 0.5792 | 0.1509 |
72
+ | 31.8966 | 19.0012 | 3480 | 121.3380 | 0.6056 | 0.1571 |
73
+ | 30.0095 | 20.0011 | 3654 | 106.0147 | 0.5882 | 0.1600 |
74
+ | 28.3575 | 21.0011 | 3828 | 107.7094 | 0.6138 | 0.1686 |
75
+ | 26.1836 | 22.0011 | 4002 | 98.3186 | 0.6123 | 0.1715 |
76
+ | 25.1814 | 23.0011 | 4176 | 90.8617 | 0.6216 | 0.1794 |
77
+ | 23.1748 | 24.0011 | 4350 | 85.9976 | 0.6236 | 0.1883 |
78
+ | 21.1803 | 25.0011 | 4524 | 80.6459 | 0.6534 | 0.1921 |
79
+ | 20.2536 | 26.0011 | 4698 | 77.4688 | 0.6687 | 0.2123 |
80
+ | 18.7913 | 27.0011 | 4872 | 71.6915 | 0.6731 | 0.2142 |
81
+ | 17.3466 | 28.0011 | 5046 | 71.8286 | 0.6786 | 0.2241 |
82
+ | 16.4451 | 29.0011 | 5220 | 70.2575 | 0.6960 | 0.2510 |
83
+ | 15.5112 | 30.0011 | 5394 | 70.7488 | 0.7041 | 0.2575 |
84
+ | 14.1935 | 31.0011 | 5568 | 64.6462 | 0.7074 | 0.2713 |
85
+ | 14.2574 | 32.0011 | 5742 | 66.1510 | 0.7120 | 0.2860 |
86
+ | 12.4453 | 33.0010 | 5916 | 61.1035 | 0.7253 | 0.2964 |
87
+ | 11.8568 | 34.0010 | 6090 | 61.0196 | 0.7168 | 0.3049 |
88
+ | 10.731 | 35.0010 | 6264 | 70.6306 | 0.7328 | 0.3331 |
89
+ | 10.1356 | 36.0010 | 6438 | 58.4792 | 0.7437 | 0.3463 |
90
+ | 9.318 | 37.0010 | 6612 | 57.9372 | 0.7431 | 0.3532 |
91
+ | 9.0227 | 38.0010 | 6786 | 66.2533 | 0.7525 | 0.3696 |
92
+ | 8.2078 | 39.0010 | 6960 | 64.2905 | 0.7643 | 0.3945 |
93
+ | 7.5571 | 40.0010 | 7134 | 60.4497 | 0.7596 | 0.3979 |
94
+ | 7.1758 | 41.0010 | 7308 | 67.4727 | 0.7711 | 0.4100 |
95
+ | 6.7702 | 42.0010 | 7482 | 68.5978 | 0.7771 | 0.4229 |
96
+ | 6.1002 | 43.0010 | 7656 | 74.4439 | 0.7798 | 0.4403 |
97
+ | 5.7728 | 44.0010 | 7830 | 69.5670 | 0.7801 | 0.4485 |
98
+ | 5.1659 | 45.0010 | 8004 | 69.5194 | 0.7896 | 0.4519 |
99
+ | 4.7854 | 46.0010 | 8178 | 66.7023 | 0.7894 | 0.4568 |
100
+ | 4.593 | 47.0009 | 8352 | 82.9398 | 0.7854 | 0.4718 |
101
+ | 4.2214 | 48.0009 | 8526 | 78.9803 | 0.7963 | 0.4714 |
102
+ | 3.7953 | 49.0009 | 8700 | 80.9261 | 0.7988 | 0.4844 |
103
+ | 3.6161 | 50.0009 | 8874 | 75.4678 | 0.8023 | 0.4977 |
104
+ | 3.8841 | 51.0009 | 9048 | 83.3644 | 0.7969 | 0.4857 |
105
+ | 3.2126 | 52.0009 | 9222 | 76.7733 | 0.8055 | 0.5051 |
106
+ | 2.8338 | 53.0009 | 9396 | 80.0934 | 0.8042 | 0.5124 |
107
+ | 2.7141 | 54.0009 | 9570 | 79.4974 | 0.8131 | 0.5140 |
108
+ | 2.6783 | 55.0009 | 9744 | 80.7617 | 0.8084 | 0.5162 |
109
+ | 2.1781 | 56.0009 | 9918 | 72.0322 | 0.8170 | 0.5268 |
110
+ | 2.0639 | 57.0009 | 10092 | 79.9103 | 0.8216 | 0.5425 |
111
+ | 2.0582 | 58.0009 | 10266 | 81.0863 | 0.8154 | 0.5408 |
112
+ | 1.8545 | 59.0009 | 10440 | 78.7189 | 0.8274 | 0.5510 |
113
+ | 1.7443 | 60.0008 | 10614 | 79.8855 | 0.8287 | 0.5587 |
114
+ | 1.6105 | 61.0008 | 10788 | 84.5002 | 0.8319 | 0.5588 |
115
+ | 1.4347 | 62.0008 | 10962 | 89.3110 | 0.8355 | 0.5638 |
116
+ | 1.2463 | 63.0008 | 11136 | 84.1584 | 0.8399 | 0.5737 |
117
+ | 1.0172 | 64.0008 | 11310 | 65.4737 | 0.8414 | 0.5740 |
118
+ | 0.8612 | 65.0008 | 11484 | 54.9639 | 0.8329 | 0.5526 |
119
+ | 0.6844 | 66.0008 | 11658 | 55.0387 | 0.8412 | 0.5739 |
120
+ | 0.6818 | 67.0008 | 11832 | 53.5930 | 0.8492 | 0.5785 |
121
+ | 0.5892 | 68.0008 | 12006 | 70.1320 | 0.8526 | 0.5934 |
122
+ | 0.5648 | 69.0008 | 12180 | 69.6997 | 0.8514 | 0.5967 |
123
+ | 0.5655 | 70.0008 | 12354 | 73.2505 | 0.8549 | 0.6024 |
124
+ | 0.4963 | 71.0008 | 12528 | 67.4335 | 0.8498 | 0.6035 |
125
+ | 0.5229 | 72.0008 | 12702 | 72.7230 | 0.8571 | 0.6080 |
126
+ | 0.4048 | 73.0007 | 12876 | 66.1359 | 0.8605 | 0.6222 |
127
+ | 0.4078 | 74.0007 | 13050 | 65.4070 | 0.8641 | 0.6226 |
128
+ | 0.3733 | 75.0007 | 13224 | 60.0746 | 0.8629 | 0.6241 |
129
+ | 0.3758 | 76.0007 | 13398 | 66.0019 | 0.8609 | 0.6251 |
130
+ | 0.3442 | 77.0007 | 13572 | 63.3175 | 0.8717 | 0.6400 |
131
+ | 0.3059 | 78.0007 | 13746 | 67.6954 | 0.8660 | 0.6372 |
132
+ | 0.2867 | 79.0007 | 13920 | 59.4604 | 0.8768 | 0.6451 |
133
+ | 0.3113 | 80.0007 | 14094 | 59.2486 | 0.8715 | 0.6401 |
134
+ | 0.2823 | 81.0007 | 14268 | 56.5899 | 0.8769 | 0.6551 |
135
+ | 0.2496 | 82.0007 | 14442 | 56.0448 | 0.8802 | 0.6603 |
136
+ | 0.2461 | 83.0007 | 14616 | 52.7884 | 0.8776 | 0.6571 |
137
+ | 0.2295 | 84.0007 | 14790 | 54.9771 | 0.8735 | 0.6628 |
138
+ | 0.2256 | 85.0007 | 14964 | 53.1925 | 0.8772 | 0.6719 |
139
+ | 0.2191 | 86.0007 | 15138 | 47.3722 | 0.8849 | 0.6776 |
140
+ | 0.216 | 87.0006 | 15312 | 46.2669 | 0.8824 | 0.6720 |
141
+ | 0.1963 | 88.0006 | 15486 | 45.9061 | 0.8850 | 0.6685 |
142
+ | 0.2035 | 89.0006 | 15660 | 44.1860 | 0.8825 | 0.6820 |
143
+ | 0.1916 | 90.0006 | 15834 | 41.2766 | 0.8860 | 0.6892 |
144
+ | 0.1973 | 91.0006 | 16008 | 41.9826 | 0.8882 | 0.6913 |
145
+ | 0.1908 | 92.0006 | 16182 | 45.0961 | 0.8855 | 0.6872 |
146
+ | 0.1717 | 93.0006 | 16356 | 41.9536 | 0.8869 | 0.6939 |
147
+ | 0.1733 | 94.0006 | 16530 | 40.4401 | 0.8889 | 0.6949 |
148
+ | 0.1547 | 95.0006 | 16704 | 35.2369 | 0.8901 | 0.6919 |
149
+ | 0.1592 | 96.0006 | 16878 | 37.3337 | 0.8920 | 0.6959 |
150
+ | 0.1646 | 97.0006 | 17052 | 40.8861 | 0.8884 | 0.7003 |
151
+ | 0.1448 | 98.0006 | 17226 | 37.8190 | 0.8932 | 0.7086 |
152
+ | 0.1353 | 99.0006 | 17400 | 34.3224 | 0.8900 | 0.7018 |
153
+ | 0.1427 | 100.0005 | 17574 | 33.3914 | 0.8935 | 0.7134 |
154
+ | 0.1553 | 101.0005 | 17748 | 34.0533 | 0.8940 | 0.7088 |
155
+ | 0.1412 | 102.0005 | 17922 | 33.9799 | 0.8960 | 0.7154 |
156
+ | 0.1278 | 103.0005 | 18096 | 34.3961 | 0.8971 | 0.7135 |
157
+ | 0.1246 | 104.0005 | 18270 | 34.4814 | 0.8921 | 0.7058 |
158
+ | 0.1211 | 105.0005 | 18444 | 31.2263 | 0.8938 | 0.7108 |
159
+ | 0.1156 | 106.0005 | 18618 | 31.4636 | 0.8958 | 0.7233 |
160
+ | 0.1237 | 107.0005 | 18792 | 36.6337 | 0.8957 | 0.7219 |
161
+ | 0.119 | 108.0005 | 18966 | 33.4733 | 0.8969 | 0.7197 |
162
+ | 0.1144 | 109.0005 | 19140 | 28.5187 | 0.8960 | 0.7254 |
163
+ | 0.1001 | 110.0005 | 19314 | 29.9183 | 0.8947 | 0.7188 |
164
+ | 0.1091 | 111.0005 | 19488 | 30.0166 | 0.8969 | 0.7146 |
165
+ | 0.1002 | 112.0005 | 19662 | 32.1305 | 0.8972 | 0.7213 |
166
+ | 0.0963 | 113.0005 | 19836 | 27.5234 | 0.8966 | 0.7276 |
167
+ | 0.0963 | 114.0004 | 20010 | 32.0683 | 0.8966 | 0.7253 |
168
+ | 0.1159 | 115.0004 | 20184 | 27.8024 | 0.8993 | 0.7284 |
169
+ | 0.0992 | 116.0004 | 20358 | 29.4216 | 0.9001 | 0.7317 |
170
+ | 0.1002 | 117.0004 | 20532 | 28.2778 | 0.9008 | 0.7396 |
171
+ | 0.1055 | 118.0004 | 20706 | 30.6221 | 0.9044 | 0.7352 |
172
+ | 0.0889 | 119.0004 | 20880 | 27.7168 | 0.9044 | 0.7390 |
173
+ | 0.093 | 120.0004 | 21054 | 26.6910 | 0.9010 | 0.7407 |
174
+ | 0.0741 | 121.0004 | 21228 | 26.9066 | 0.9025 | 0.7405 |
175
+ | 0.082 | 122.0004 | 21402 | 30.9631 | 0.9003 | 0.7372 |
176
+ | 0.0834 | 123.0004 | 21576 | 27.1792 | 0.9046 | 0.7402 |
177
+ | 0.0847 | 124.0004 | 21750 | 26.8367 | 0.9018 | 0.7412 |
178
+ | 0.0749 | 125.0004 | 21924 | 27.8746 | 0.9028 | 0.7441 |
179
+ | 0.0791 | 126.0004 | 22098 | 27.0783 | 0.8990 | 0.7356 |
180
+ | 0.0743 | 127.0003 | 22272 | 25.5253 | 0.9040 | 0.7444 |
181
+ | 0.0778 | 128.0003 | 22446 | 28.0174 | 0.9042 | 0.7470 |
182
+ | 0.0741 | 129.0003 | 22620 | 27.6009 | 0.9031 | 0.7493 |
183
+ | 0.0787 | 130.0003 | 22794 | 28.4356 | 0.9067 | 0.7495 |
184
+ | 0.0701 | 131.0003 | 22968 | 24.3254 | 0.9026 | 0.7463 |
185
+ | 0.0663 | 132.0003 | 23142 | 24.1960 | 0.9033 | 0.7435 |
186
+ | 0.0719 | 133.0003 | 23316 | 28.6226 | 0.9027 | 0.7466 |
187
+ | 0.0674 | 134.0003 | 23490 | 29.0067 | 0.9004 | 0.7441 |
188
+ | 0.0606 | 135.0003 | 23664 | 26.3526 | 0.9063 | 0.7487 |
189
+ | 0.0667 | 136.0003 | 23838 | 28.2848 | 0.9040 | 0.7541 |
190
+ | 0.0685 | 137.0003 | 24012 | 27.0463 | 0.9022 | 0.7468 |
191
+ | 0.0762 | 138.0003 | 24186 | 27.0543 | 0.9047 | 0.7499 |
192
+ | 0.0653 | 139.0003 | 24360 | 27.0834 | 0.9019 | 0.7526 |
193
+ | 0.0692 | 140.0003 | 24534 | 25.8883 | 0.9069 | 0.7597 |
194
+ | 0.0595 | 141.0002 | 24708 | 27.9011 | 0.9047 | 0.7596 |
195
+ | 0.0591 | 142.0002 | 24882 | 27.4688 | 0.9048 | 0.7594 |
196
+ | 0.0535 | 143.0002 | 25056 | 25.2676 | 0.9046 | 0.7482 |
197
+ | 0.0609 | 144.0002 | 25230 | 25.6121 | 0.9093 | 0.7600 |
198
+ | 0.06 | 145.0002 | 25404 | 25.2859 | 0.9068 | 0.7641 |
199
+ | 0.0609 | 146.0002 | 25578 | 26.2561 | 0.9055 | 0.7586 |
200
+ | 0.0509 | 147.0002 | 25752 | 26.7578 | 0.9066 | 0.7604 |
201
+ | 0.0593 | 148.0002 | 25926 | 23.8757 | 0.9042 | 0.7596 |
202
+ | 0.0482 | 149.0002 | 26100 | 26.8199 | 0.9077 | 0.7605 |
203
+ | 0.0527 | 150.0002 | 26274 | 29.5701 | 0.9089 | 0.7635 |
204
+ | 0.0537 | 151.0002 | 26448 | 28.2843 | 0.9042 | 0.7597 |
205
+ | 0.0537 | 152.0002 | 26622 | 29.3675 | 0.9102 | 0.7699 |
206
+ | 0.051 | 153.0002 | 26796 | 29.8192 | 0.9026 | 0.7590 |
207
+ | 0.0522 | 154.0001 | 26970 | 28.2824 | 0.9076 | 0.7607 |
208
+ | 0.0493 | 155.0001 | 27144 | 30.5917 | 0.9036 | 0.7649 |
209
+ | 0.0571 | 156.0001 | 27318 | 26.3960 | 0.9105 | 0.7713 |
210
+ | 0.0499 | 157.0001 | 27492 | 25.1963 | 0.9082 | 0.7656 |
211
+ | 0.0488 | 158.0001 | 27666 | 24.2476 | 0.9078 | 0.7678 |
212
+ | 0.0476 | 159.0001 | 27840 | 29.2155 | 0.9073 | 0.7665 |
213
+ | 0.0438 | 160.0001 | 28014 | 33.0454 | 0.9089 | 0.7636 |
214
+ | 0.0447 | 161.0001 | 28188 | 28.9531 | 0.9045 | 0.7650 |
215
+ | 0.0489 | 162.0001 | 28362 | 29.4456 | 0.9093 | 0.7629 |
216
+ | 0.0468 | 163.0001 | 28536 | 29.0673 | 0.9077 | 0.7699 |
217
+ | 0.0574 | 164.0001 | 28710 | 28.2858 | 0.9078 | 0.7638 |
218
+ | 0.052 | 165.0001 | 28884 | 30.7560 | 0.9104 | 0.7695 |
219
+ | 0.0446 | 166.0001 | 29058 | 32.1903 | 0.9120 | 0.7749 |
220
+ | 0.0423 | 167.0001 | 29232 | 29.2310 | 0.9053 | 0.7704 |
221
+ | 0.0428 | 168.0000 | 29406 | 27.3192 | 0.9068 | 0.7716 |
222
+ | 0.0401 | 169.0000 | 29580 | 30.0189 | 0.9118 | 0.7752 |
223
+ | 0.0403 | 170.0000 | 29754 | 29.2577 | 0.9076 | 0.7678 |
224
+ | 0.0385 | 171.0000 | 29928 | 28.7694 | 0.9110 | 0.7770 |
225
+ | 0.0414 | 172.0000 | 30102 | 32.2431 | 0.9068 | 0.7689 |
226
+ | 0.0477 | 173.0000 | 30276 | 32.6876 | 0.9114 | 0.7790 |
227
+ | 0.0449 | 173.0013 | 30450 | 30.8762 | 0.9102 | 0.7700 |
228
+ | 0.0419 | 174.0013 | 30624 | 33.5587 | 0.9072 | 0.7656 |
229
+ | 0.0399 | 175.0013 | 30798 | 30.4067 | 0.9138 | 0.7762 |
230
+ | 0.0389 | 176.0013 | 30972 | 27.7398 | 0.9114 | 0.7814 |
231
+ | 0.0389 | 177.0013 | 31146 | 33.5403 | 0.9122 | 0.7762 |
232
+ | 0.0399 | 178.0013 | 31320 | 31.8017 | 0.9109 | 0.7737 |
233
+ | 0.0382 | 179.0013 | 31494 | 28.6913 | 0.9127 | 0.7795 |
234
+ | 0.0402 | 180.0012 | 31668 | 29.4478 | 0.9116 | 0.7781 |
235
+ | 0.0373 | 181.0012 | 31842 | 34.2620 | 0.9125 | 0.7794 |
236
+ | 0.0367 | 182.0012 | 32016 | 32.4342 | 0.9112 | 0.7792 |
237
+ | 0.0363 | 183.0012 | 32190 | 34.1618 | 0.9126 | 0.7802 |
238
+ | 0.0404 | 184.0012 | 32364 | 32.9724 | 0.9130 | 0.7823 |
239
+ | 0.0337 | 185.0012 | 32538 | 33.6455 | 0.9126 | 0.7772 |
240
+ | 0.0356 | 186.0012 | 32712 | 35.2180 | 0.9122 | 0.7840 |
241
+ | 0.0433 | 187.0012 | 32886 | 34.2227 | 0.9136 | 0.7786 |
242
+ | 0.0335 | 188.0012 | 33060 | 35.5376 | 0.9121 | 0.7809 |
243
+ | 0.0346 | 189.0012 | 33234 | 34.8899 | 0.9145 | 0.7868 |
244
+ | 0.0381 | 190.0012 | 33408 | 35.0377 | 0.9103 | 0.7785 |
245
+ | 0.0313 | 191.0012 | 33582 | 31.6804 | 0.9150 | 0.7833 |
246
+ | 0.0327 | 192.0012 | 33756 | 34.6929 | 0.9149 | 0.7889 |
247
+ | 0.0391 | 193.0012 | 33930 | 32.0660 | 0.9134 | 0.7873 |
248
+ | 0.0337 | 194.0011 | 34104 | 34.0592 | 0.9127 | 0.7844 |
249
+ | 0.0335 | 195.0011 | 34278 | 37.9272 | 0.9136 | 0.7845 |
250
+ | 0.0306 | 196.0011 | 34452 | 42.2947 | 0.9148 | 0.7865 |
251
+ | 0.033 | 197.0011 | 34626 | 37.4414 | 0.9156 | 0.7886 |
252
+ | 0.0313 | 198.0011 | 34800 | 38.3902 | 0.9080 | 0.7717 |
253
+ | 0.0312 | 199.0011 | 34974 | 36.9319 | 0.9129 | 0.7815 |
254
+ | 0.0404 | 200.0011 | 35148 | 36.2309 | 0.9143 | 0.7822 |
255
+ | 0.031 | 201.0011 | 35322 | 38.8410 | 0.9120 | 0.7787 |
256
+ | 0.0302 | 202.0011 | 35496 | 34.9930 | 0.9146 | 0.7842 |
257
+ | 0.0301 | 203.0011 | 35670 | 39.7052 | 0.9134 | 0.7862 |
258
+ | 0.0402 | 204.0011 | 35844 | 36.7006 | 0.9128 | 0.7874 |
259
+ | 0.038 | 205.0011 | 36018 | 36.4505 | 0.9141 | 0.7810 |
260
+ | 0.0317 | 206.0011 | 36192 | 34.7697 | 0.9159 | 0.7874 |
261
+ | 0.0321 | 207.0010 | 36366 | 40.6525 | 0.9141 | 0.7879 |
262
+ | 0.0322 | 208.0010 | 36540 | 34.3527 | 0.9141 | 0.7904 |
263
+ | 0.0272 | 209.0010 | 36714 | 36.1962 | 0.9114 | 0.7856 |
264
+ | 0.0284 | 210.0010 | 36888 | 38.4806 | 0.9120 | 0.7816 |
265
+ | 0.0286 | 211.0010 | 37062 | 42.5005 | 0.9158 | 0.7950 |
266
+ | 0.0331 | 212.0010 | 37236 | 35.1432 | 0.9147 | 0.7903 |
267
+ | 0.0318 | 213.0010 | 37410 | 41.0248 | 0.9153 | 0.7900 |
268
+ | 0.0312 | 214.0010 | 37584 | 38.7415 | 0.9144 | 0.7894 |
269
+ | 0.0262 | 215.0010 | 37758 | 39.9220 | 0.9134 | 0.7940 |
270
+ | 0.029 | 216.0010 | 37932 | 44.6415 | 0.9178 | 0.7986 |
271
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272
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273
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274
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275
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276
+ | 0.0265 | 222.0009 | 38976 | 39.5973 | 0.9145 | 0.7943 |
277
+ | 0.028 | 223.0009 | 39150 | 43.7092 | 0.9114 | 0.7858 |
278
+ | 0.027 | 224.0009 | 39324 | 42.0020 | 0.9153 | 0.7907 |
279
+ | 0.0272 | 225.0009 | 39498 | 45.7376 | 0.9139 | 0.7921 |
280
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281
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282
+ | 0.0253 | 228.0009 | 40020 | 41.7162 | 0.9155 | 0.7940 |
283
+ | 0.0241 | 229.0009 | 40194 | 41.0619 | 0.9154 | 0.7894 |
284
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285
+ | 0.0307 | 231.0009 | 40542 | 41.0393 | 0.9154 | 0.7879 |
286
+ | 0.0331 | 232.0009 | 40716 | 35.2131 | 0.9105 | 0.7871 |
287
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288
+ | 0.0242 | 234.0008 | 41064 | 45.7354 | 0.9173 | 0.7991 |
289
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290
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291
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292
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293
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294
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295
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296
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297
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298
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299
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300
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301
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302
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303
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304
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305
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306
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307
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308
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309
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310
+ | 0.0206 | 256.0007 | 44892 | 44.7527 | 0.9127 | 0.7966 |
311
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312
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313
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314
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315
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316
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317
+ | 0.0186 | 263.0006 | 46110 | 44.2976 | 0.9158 | 0.7990 |
318
+ | 0.0169 | 264.0006 | 46284 | 43.4684 | 0.9188 | 0.8025 |
319
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320
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321
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322
+ | 0.0169 | 268.0006 | 46980 | 50.7353 | 0.9181 | 0.8018 |
323
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324
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325
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326
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327
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328
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329
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330
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331
+ | 0.0215 | 277.0005 | 48546 | 44.3030 | 0.9197 | 0.8048 |
332
+ | 0.0159 | 278.0005 | 48720 | 42.1572 | 0.9222 | 0.8050 |
333
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334
+ | 0.018 | 280.0005 | 49068 | 44.7454 | 0.9188 | 0.8041 |
335
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336
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337
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338
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339
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340
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341
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342
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343
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344
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345
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346
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347
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348
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349
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350
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351
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352
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353
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354
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355
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356
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357
+ | 0.0134 | 303.0003 | 53070 | 47.6538 | 0.9207 | 0.8102 |
358
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359
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360
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361
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362
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363
+ | 0.0146 | 309.0003 | 54114 | 46.8648 | 0.9212 | 0.8149 |
364
+ | 0.0136 | 310.0003 | 54288 | 48.7125 | 0.9200 | 0.8128 |
365
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366
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367
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368
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369
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370
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371
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372
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373
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374
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375
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376
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377
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378
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379
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380
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381
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382
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383
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384
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385
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386
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387
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388
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389
+ | 0.0109 | 335.0001 | 58638 | 48.3108 | 0.9183 | 0.8132 |
390
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391
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392
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393
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394
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395
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396
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397
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398
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399
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400
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401
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402
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403
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404
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405
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406
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407
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408
 
409
 
410
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