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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: 1.0792
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- - Accuracy: 0.9215
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- - Macro F1: 0.7856
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  ## Model description
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@@ -44,166 +44,222 @@ The following hyperparameters were used during training:
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  - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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  - lr_scheduler_type: linear
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  - lr_scheduler_warmup_steps: 6733
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- - training_steps: 134674
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Macro F1 |
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  |:-------------:|:--------:|:-----:|:---------------:|:--------:|:--------:|
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- | 30.7026 | 0.0013 | 174 | 53.0359 | 0.0701 | 0.0301 |
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- | 13.3168 | 1.0013 | 348 | 114.2384 | 0.3493 | 0.0816 |
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- | 7.1074 | 2.0013 | 522 | 184.1826 | 0.5067 | 0.1269 |
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- | 6.2899 | 3.0013 | 696 | 170.7892 | 0.5493 | 0.1363 |
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- | 5.429 | 4.0013 | 870 | 149.5437 | 0.5638 | 0.1398 |
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- | 4.8782 | 5.0013 | 1044 | 104.9163 | 0.5816 | 0.1448 |
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- | 4.0702 | 6.0012 | 1218 | 61.1026 | 0.5730 | 0.1455 |
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- | 3.6116 | 7.0012 | 1392 | 50.7110 | 0.5986 | 0.1553 |
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- | 3.1596 | 8.0012 | 1566 | 37.9209 | 0.6163 | 0.1576 |
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- | 2.9326 | 9.0012 | 1740 | 26.4895 | 0.6299 | 0.1700 |
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- | 2.7907 | 10.0012 | 1914 | 21.9770 | 0.6252 | 0.1715 |
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- | 2.6377 | 11.0012 | 2088 | 18.1595 | 0.6336 | 0.1910 |
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- | 2.5436 | 12.0012 | 2262 | 15.4035 | 0.6297 | 0.1963 |
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- | 2.5652 | 13.0012 | 2436 | 13.0654 | 0.6475 | 0.2099 |
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- | 2.3927 | 14.0012 | 2610 | 12.6810 | 0.6621 | 0.2371 |
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- | 2.3511 | 15.0012 | 2784 | 12.2593 | 0.6660 | 0.2444 |
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- | 2.2106 | 16.0012 | 2958 | 10.0168 | 0.6696 | 0.2605 |
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- | 2.1122 | 17.0012 | 3132 | 9.7692 | 0.6670 | 0.2724 |
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- | 2.0994 | 18.0012 | 3306 | 10.1993 | 0.6925 | 0.3151 |
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- | 2.047 | 19.0012 | 3480 | 8.8602 | 0.6989 | 0.2893 |
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- | 1.8971 | 20.0011 | 3654 | 9.6781 | 0.7090 | 0.3246 |
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- | 1.7991 | 21.0011 | 3828 | 8.5894 | 0.7237 | 0.3538 |
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- | 1.7553 | 22.0011 | 4002 | 9.3969 | 0.7363 | 0.3710 |
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- | 1.7591 | 23.0011 | 4176 | 7.9164 | 0.7405 | 0.3913 |
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- | 1.6045 | 24.0011 | 4350 | 7.3745 | 0.7387 | 0.4003 |
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- | 1.578 | 25.0011 | 4524 | 8.8691 | 0.7424 | 0.3921 |
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- | 1.4329 | 26.0011 | 4698 | 9.3178 | 0.7609 | 0.4269 |
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- | 1.3972 | 27.0011 | 4872 | 9.0777 | 0.7685 | 0.4370 |
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- | 1.2672 | 28.0011 | 5046 | 7.5701 | 0.7665 | 0.4510 |
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- | 1.2847 | 29.0011 | 5220 | 7.1190 | 0.7739 | 0.4663 |
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- | 1.2516 | 30.0011 | 5394 | 7.7489 | 0.7737 | 0.4485 |
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- | 1.2227 | 31.0011 | 5568 | 8.2549 | 0.7839 | 0.4662 |
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- | 1.1392 | 32.0011 | 5742 | 8.0929 | 0.7855 | 0.4848 |
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- | 1.0385 | 33.0010 | 5916 | 11.6833 | 0.7755 | 0.4629 |
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- | 1.0028 | 34.0010 | 6090 | 9.3064 | 0.7878 | 0.4986 |
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- | 1.043 | 35.0010 | 6264 | 11.5720 | 0.7946 | 0.5027 |
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- | 0.979 | 36.0010 | 6438 | 10.2560 | 0.7948 | 0.4907 |
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- | 0.9138 | 37.0010 | 6612 | 11.9265 | 0.8007 | 0.5072 |
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- | 0.9419 | 38.0010 | 6786 | 10.6589 | 0.8110 | 0.5288 |
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- | 0.8925 | 39.0010 | 6960 | 13.7785 | 0.8043 | 0.5331 |
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- | 0.7434 | 40.0010 | 7134 | 9.5213 | 0.8135 | 0.5179 |
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- | 0.7123 | 41.0010 | 7308 | 15.0359 | 0.8294 | 0.5615 |
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- | 0.7004 | 42.0010 | 7482 | 16.5428 | 0.8464 | 0.5765 |
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- | 0.6616 | 43.0010 | 7656 | 18.6558 | 0.8453 | 0.5782 |
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- | 0.6361 | 44.0010 | 7830 | 18.9831 | 0.8384 | 0.5759 |
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- | 0.5687 | 45.0010 | 8004 | 18.4669 | 0.8389 | 0.5743 |
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- | 0.5919 | 46.0010 | 8178 | 19.7344 | 0.8573 | 0.5943 |
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- | 0.5168 | 47.0009 | 8352 | 18.0129 | 0.8560 | 0.5985 |
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- | 0.4788 | 48.0009 | 8526 | 22.6378 | 0.8554 | 0.6005 |
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- | 0.4743 | 49.0009 | 8700 | 17.6276 | 0.8507 | 0.6045 |
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- | 0.4413 | 50.0009 | 8874 | 19.3010 | 0.8633 | 0.6067 |
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- | 0.467 | 51.0009 | 9048 | 15.4770 | 0.8628 | 0.5971 |
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- | 0.4063 | 52.0009 | 9222 | 20.0598 | 0.8665 | 0.6142 |
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- | 0.3804 | 53.0009 | 9396 | 19.2125 | 0.8613 | 0.6187 |
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- | 0.3679 | 54.0009 | 9570 | 20.8151 | 0.8656 | 0.6244 |
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- | 0.3499 | 55.0009 | 9744 | 17.6358 | 0.8664 | 0.6236 |
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- | 0.3212 | 56.0009 | 9918 | 17.9925 | 0.8727 | 0.6438 |
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- | 0.2874 | 57.0009 | 10092 | 13.5473 | 0.8797 | 0.6454 |
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- | 0.3201 | 58.0009 | 10266 | 15.6663 | 0.8774 | 0.6539 |
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- | 0.3109 | 59.0009 | 10440 | 17.0826 | 0.8712 | 0.6272 |
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- | 0.2888 | 60.0008 | 10614 | 13.6391 | 0.8827 | 0.6590 |
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- | 0.2614 | 61.0008 | 10788 | 13.5838 | 0.8816 | 0.6587 |
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- | 0.2569 | 62.0008 | 10962 | 11.6622 | 0.8838 | 0.6668 |
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- | 0.2485 | 63.0008 | 11136 | 12.1554 | 0.8825 | 0.6613 |
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- | 0.2408 | 64.0008 | 11310 | 8.6533 | 0.8816 | 0.6733 |
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- | 0.2271 | 65.0008 | 11484 | 10.4841 | 0.8849 | 0.6785 |
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- | 0.2112 | 66.0008 | 11658 | 8.8140 | 0.8853 | 0.6785 |
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- | 0.2089 | 67.0008 | 11832 | 8.3154 | 0.8890 | 0.6769 |
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- | 0.2021 | 68.0008 | 12006 | 8.0686 | 0.8896 | 0.6803 |
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- | 0.2022 | 69.0008 | 12180 | 7.6383 | 0.8892 | 0.6851 |
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- | 0.1796 | 70.0008 | 12354 | 7.1766 | 0.8853 | 0.6855 |
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- | 0.1734 | 71.0008 | 12528 | 5.2828 | 0.8863 | 0.6880 |
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- | 0.1883 | 72.0008 | 12702 | 6.3331 | 0.8892 | 0.6850 |
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- | 0.1577 | 73.0007 | 12876 | 5.2060 | 0.8881 | 0.6809 |
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- | 0.1722 | 74.0007 | 13050 | 5.1878 | 0.8955 | 0.7086 |
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- | 0.1546 | 75.0007 | 13224 | 4.3501 | 0.8936 | 0.6975 |
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- | 0.1545 | 76.0007 | 13398 | 5.2210 | 0.8910 | 0.6938 |
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- | 0.1413 | 77.0007 | 13572 | 3.4221 | 0.9040 | 0.7158 |
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- | 0.1386 | 78.0007 | 13746 | 3.5215 | 0.8908 | 0.7046 |
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- | 0.1312 | 79.0007 | 13920 | 3.3452 | 0.9005 | 0.7103 |
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- | 0.1342 | 80.0007 | 14094 | 3.0481 | 0.8995 | 0.7101 |
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- | 0.1215 | 81.0007 | 14268 | 2.7801 | 0.9014 | 0.7145 |
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- | 0.1137 | 82.0007 | 14442 | 2.8138 | 0.8979 | 0.7071 |
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- | 0.1213 | 83.0007 | 14616 | 2.4074 | 0.8981 | 0.7160 |
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- | 0.1179 | 84.0007 | 14790 | 2.3177 | 0.9026 | 0.7137 |
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- | 0.106 | 85.0007 | 14964 | 2.5299 | 0.8972 | 0.7148 |
139
- | 0.1161 | 86.0007 | 15138 | 1.9398 | 0.9008 | 0.7181 |
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- | 0.1003 | 87.0006 | 15312 | 1.9359 | 0.9005 | 0.7244 |
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- | 0.0998 | 88.0006 | 15486 | 1.8980 | 0.9058 | 0.7241 |
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- | 0.0955 | 89.0006 | 15660 | 2.0656 | 0.9031 | 0.7285 |
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- | 0.1045 | 90.0006 | 15834 | 1.8558 | 0.9071 | 0.7364 |
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- | 0.0962 | 91.0006 | 16008 | 1.8845 | 0.9025 | 0.7256 |
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- | 0.096 | 92.0006 | 16182 | 1.7214 | 0.9028 | 0.7367 |
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- | 0.0862 | 93.0006 | 16356 | 1.6991 | 0.9016 | 0.7277 |
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- | 0.0845 | 94.0006 | 16530 | 1.8148 | 0.9035 | 0.7310 |
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- | 0.0795 | 95.0006 | 16704 | 1.6382 | 0.9061 | 0.7355 |
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- | 0.0838 | 96.0006 | 16878 | 1.5160 | 0.9072 | 0.7396 |
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- | 0.0844 | 97.0006 | 17052 | 1.5174 | 0.9017 | 0.7301 |
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- | 0.0762 | 98.0006 | 17226 | 1.4679 | 0.9112 | 0.7400 |
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- | 0.0731 | 99.0006 | 17400 | 1.4525 | 0.9084 | 0.7359 |
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- | 0.074 | 100.0005 | 17574 | 1.4793 | 0.9056 | 0.7307 |
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- | 0.0886 | 101.0005 | 17748 | 1.5900 | 0.9073 | 0.7405 |
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- | 0.0771 | 102.0005 | 17922 | 1.3456 | 0.9050 | 0.7432 |
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- | 0.0687 | 103.0005 | 18096 | 1.4198 | 0.9075 | 0.7381 |
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- | 0.0678 | 104.0005 | 18270 | 1.4216 | 0.9071 | 0.7407 |
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- | 0.0774 | 105.0005 | 18444 | 1.3671 | 0.9060 | 0.7453 |
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- | 0.0637 | 106.0005 | 18618 | 1.3558 | 0.9048 | 0.7472 |
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- | 0.069 | 107.0005 | 18792 | 1.3143 | 0.9071 | 0.7437 |
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- | 0.0653 | 108.0005 | 18966 | 1.3673 | 0.9078 | 0.7452 |
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- | 0.0671 | 109.0005 | 19140 | 1.3679 | 0.9062 | 0.7435 |
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- | 0.0601 | 110.0005 | 19314 | 1.3389 | 0.9134 | 0.7537 |
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- | 0.0631 | 111.0005 | 19488 | 1.1637 | 0.9144 | 0.7557 |
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- | 0.059 | 112.0005 | 19662 | 1.2114 | 0.9106 | 0.7497 |
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- | 0.055 | 113.0005 | 19836 | 1.2166 | 0.9130 | 0.7540 |
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- | 0.0575 | 114.0004 | 20010 | 1.4097 | 0.9052 | 0.7441 |
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- | 0.0679 | 115.0004 | 20184 | 1.2815 | 0.9081 | 0.7550 |
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- | 0.0586 | 116.0004 | 20358 | 1.2250 | 0.9143 | 0.7571 |
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- | 0.0653 | 117.0004 | 20532 | 1.1487 | 0.9128 | 0.7653 |
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- | 0.0611 | 118.0004 | 20706 | 1.2429 | 0.9143 | 0.7555 |
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- | 0.0541 | 119.0004 | 20880 | 1.1926 | 0.9082 | 0.7545 |
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- | 0.0587 | 120.0004 | 21054 | 1.1361 | 0.9133 | 0.7566 |
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- | 0.0467 | 121.0004 | 21228 | 1.3534 | 0.9057 | 0.7456 |
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- | 0.0533 | 122.0004 | 21402 | 1.2125 | 0.9133 | 0.7593 |
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- | 0.0516 | 123.0004 | 21576 | 1.1766 | 0.9147 | 0.7568 |
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- | 0.0505 | 124.0004 | 21750 | 1.1781 | 0.9144 | 0.7592 |
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- | 0.0499 | 125.0004 | 21924 | 1.2424 | 0.9101 | 0.7518 |
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- | 0.0556 | 126.0004 | 22098 | 1.2504 | 0.9135 | 0.7609 |
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- | 0.0493 | 127.0003 | 22272 | 1.1748 | 0.9136 | 0.7632 |
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- | 0.0447 | 128.0003 | 22446 | 1.1121 | 0.9185 | 0.7746 |
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- | 0.0503 | 129.0003 | 22620 | 1.1637 | 0.9128 | 0.7629 |
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- | 0.0536 | 130.0003 | 22794 | 1.3146 | 0.9102 | 0.7524 |
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- | 0.0443 | 131.0003 | 22968 | 1.2645 | 0.9159 | 0.7627 |
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- | 0.0445 | 132.0003 | 23142 | 1.1439 | 0.9155 | 0.7633 |
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- | 0.0499 | 133.0003 | 23316 | 1.1085 | 0.9215 | 0.7856 |
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- | 0.0457 | 134.0003 | 23490 | 1.2019 | 0.9147 | 0.7762 |
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- | 0.0467 | 135.0003 | 23664 | 1.1470 | 0.9179 | 0.7688 |
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- | 0.0412 | 136.0003 | 23838 | 1.1068 | 0.9163 | 0.7674 |
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- | 0.0499 | 137.0003 | 24012 | 1.1346 | 0.9153 | 0.7681 |
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- | 0.0446 | 138.0003 | 24186 | 1.2337 | 0.9151 | 0.7605 |
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- | 0.0437 | 139.0003 | 24360 | 1.0946 | 0.9198 | 0.7705 |
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- | 0.0435 | 140.0003 | 24534 | 1.2161 | 0.9164 | 0.7771 |
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- | 0.0449 | 141.0002 | 24708 | 1.1682 | 0.9118 | 0.7722 |
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- | 0.0408 | 142.0002 | 24882 | 1.0727 | 0.9176 | 0.7825 |
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- | 0.042 | 143.0002 | 25056 | 1.0953 | 0.9165 | 0.7774 |
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- | 0.0419 | 144.0002 | 25230 | 1.3255 | 0.9102 | 0.7617 |
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- | 0.0413 | 145.0002 | 25404 | 1.0833 | 0.9148 | 0.7630 |
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- | 0.0448 | 146.0002 | 25578 | 1.1313 | 0.9115 | 0.7614 |
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- | 0.0374 | 147.0002 | 25752 | 1.2751 | 0.9104 | 0.7625 |
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- | 0.04 | 148.0002 | 25926 | 1.1803 | 0.9116 | 0.7536 |
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- | 0.0371 | 149.0002 | 26100 | 1.2737 | 0.9164 | 0.7657 |
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- | 0.039 | 150.0002 | 26274 | 1.1885 | 0.9165 | 0.7711 |
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- | 0.0383 | 151.0002 | 26448 | 1.2611 | 0.9124 | 0.7659 |
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- | 0.0352 | 152.0002 | 26622 | 1.1512 | 0.9175 | 0.7783 |
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- | 0.0366 | 153.0002 | 26796 | 1.1345 | 0.9186 | 0.7799 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions
 
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17
  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: 0.9005
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+ - Accuracy: 0.9455
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+ - Macro F1: 0.8570
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23
  ## Model description
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44
  - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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  - lr_scheduler_type: linear
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  - lr_scheduler_warmup_steps: 6733
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+ - training_steps: 134675
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49
  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Macro F1 |
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  |:-------------:|:--------:|:-----:|:---------------:|:--------:|:--------:|
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+ | 39.0542 | 0.0015 | 202 | 52.4550 | 0.0872 | 0.0428 |
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+ | 9.995 | 1.0015 | 404 | 111.6770 | 0.4138 | 0.1069 |
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+ | 7.019 | 2.0015 | 606 | 151.1546 | 0.5324 | 0.1287 |
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+ | 5.9896 | 3.0015 | 808 | 161.7299 | 0.5608 | 0.1355 |
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+ | 5.2331 | 4.0015 | 1010 | 127.6348 | 0.5911 | 0.1425 |
58
+ | 4.4417 | 5.0015 | 1212 | 85.7775 | 0.6060 | 0.1540 |
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+ | 3.7238 | 6.0015 | 1414 | 56.9365 | 0.5991 | 0.1518 |
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+ | 3.3202 | 7.0015 | 1616 | 38.2729 | 0.6192 | 0.1640 |
61
+ | 3.0289 | 8.0015 | 1818 | 29.3182 | 0.6116 | 0.1670 |
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+ | 2.851 | 9.0015 | 2020 | 22.7821 | 0.6146 | 0.1740 |
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+ | 2.6193 | 10.0015 | 2222 | 20.0463 | 0.6157 | 0.1804 |
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+ | 2.5279 | 11.0015 | 2424 | 12.6429 | 0.6331 | 0.1994 |
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+ | 2.5246 | 12.0015 | 2626 | 11.5103 | 0.6461 | 0.2189 |
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+ | 2.387 | 13.0015 | 2828 | 9.9416 | 0.6469 | 0.2234 |
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+ | 2.2723 | 14.0015 | 3030 | 9.5941 | 0.6758 | 0.2647 |
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+ | 2.1285 | 15.0015 | 3232 | 9.1184 | 0.7111 | 0.2847 |
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+ | 1.9754 | 16.0015 | 3434 | 7.8173 | 0.7227 | 0.3092 |
70
+ | 1.9499 | 17.0015 | 3636 | 6.2093 | 0.7161 | 0.3239 |
71
+ | 1.9703 | 18.0015 | 3838 | 6.8571 | 0.7220 | 0.3407 |
72
+ | 1.8392 | 19.0015 | 4040 | 5.9043 | 0.7307 | 0.3679 |
73
+ | 1.6563 | 20.0015 | 4242 | 6.6418 | 0.7494 | 0.3731 |
74
+ | 1.7206 | 21.0015 | 4444 | 5.9527 | 0.7415 | 0.3983 |
75
+ | 1.4991 | 22.0015 | 4646 | 7.9843 | 0.7538 | 0.4166 |
76
+ | 1.4357 | 23.0015 | 4848 | 6.3545 | 0.7619 | 0.4368 |
77
+ | 1.3359 | 24.0015 | 5050 | 6.9233 | 0.7764 | 0.4465 |
78
+ | 1.4795 | 25.0015 | 5252 | 6.6354 | 0.7810 | 0.4767 |
79
+ | 1.3976 | 26.0015 | 5454 | 7.4885 | 0.7918 | 0.4841 |
80
+ | 1.2662 | 27.0015 | 5656 | 7.2623 | 0.7961 | 0.4800 |
81
+ | 1.1697 | 28.0015 | 5858 | 6.7678 | 0.7819 | 0.4808 |
82
+ | 1.1994 | 29.0015 | 6060 | 8.9266 | 0.8038 | 0.5040 |
83
+ | 1.1654 | 30.0015 | 6262 | 8.9018 | 0.7965 | 0.4944 |
84
+ | 1.0817 | 31.0015 | 6464 | 8.8383 | 0.8060 | 0.5435 |
85
+ | 1.0778 | 32.0015 | 6666 | 8.7811 | 0.8029 | 0.5208 |
86
+ | 0.985 | 33.0015 | 6868 | 9.7044 | 0.8169 | 0.5330 |
87
+ | 0.9646 | 34.0015 | 7070 | 10.2150 | 0.8206 | 0.5506 |
88
+ | 0.9595 | 35.0015 | 7272 | 11.9668 | 0.8233 | 0.5671 |
89
+ | 0.8569 | 36.0015 | 7474 | 11.1166 | 0.8329 | 0.5819 |
90
+ | 0.8767 | 37.0015 | 7676 | 13.2788 | 0.8401 | 0.6010 |
91
+ | 0.8094 | 38.0015 | 7878 | 12.9696 | 0.8384 | 0.6067 |
92
+ | 0.7561 | 39.0015 | 8080 | 12.2524 | 0.8382 | 0.5987 |
93
+ | 0.6879 | 40.0015 | 8282 | 14.3620 | 0.8478 | 0.6204 |
94
+ | 0.7386 | 41.0015 | 8484 | 14.7484 | 0.8626 | 0.6337 |
95
+ | 0.6411 | 42.0015 | 8686 | 13.5941 | 0.8660 | 0.6437 |
96
+ | 0.6389 | 43.0015 | 8888 | 15.4027 | 0.8645 | 0.6406 |
97
+ | 0.6128 | 44.0015 | 9090 | 19.0751 | 0.8758 | 0.6587 |
98
+ | 0.496 | 45.0015 | 9292 | 18.6661 | 0.8661 | 0.6372 |
99
+ | 0.5358 | 46.0015 | 9494 | 14.1890 | 0.8757 | 0.6533 |
100
+ | 0.4955 | 47.0015 | 9696 | 17.5556 | 0.8721 | 0.6659 |
101
+ | 0.4513 | 48.0015 | 9898 | 16.8865 | 0.8847 | 0.6857 |
102
+ | 0.4363 | 49.0015 | 10100 | 15.3593 | 0.8801 | 0.6744 |
103
+ | 0.3792 | 50.0015 | 10302 | 14.4326 | 0.8903 | 0.6988 |
104
+ | 0.3841 | 51.0015 | 10504 | 15.5706 | 0.8961 | 0.7055 |
105
+ | 0.3951 | 52.0015 | 10706 | 16.9263 | 0.8958 | 0.7031 |
106
+ | 0.3896 | 53.0015 | 10908 | 16.1398 | 0.8921 | 0.7052 |
107
+ | 0.3263 | 54.0015 | 11110 | 14.3136 | 0.8982 | 0.7045 |
108
+ | 0.3028 | 55.0015 | 11312 | 13.7927 | 0.9024 | 0.7175 |
109
+ | 0.2973 | 56.0015 | 11514 | 15.8300 | 0.9022 | 0.7204 |
110
+ | 0.2723 | 57.0015 | 11716 | 12.2600 | 0.9057 | 0.7185 |
111
+ | 0.274 | 58.0015 | 11918 | 11.5149 | 0.8993 | 0.7156 |
112
+ | 0.2485 | 59.0015 | 12120 | 11.6746 | 0.9085 | 0.7371 |
113
+ | 0.2617 | 60.0015 | 12322 | 10.2702 | 0.9102 | 0.7333 |
114
+ | 0.2402 | 61.0015 | 12524 | 9.3862 | 0.9120 | 0.7369 |
115
+ | 0.2289 | 62.0015 | 12726 | 9.2598 | 0.9106 | 0.7368 |
116
+ | 0.2068 | 63.0015 | 12928 | 7.8129 | 0.9153 | 0.7521 |
117
+ | 0.2011 | 64.0015 | 13130 | 6.5932 | 0.9102 | 0.7382 |
118
+ | 0.1943 | 65.0015 | 13332 | 7.2363 | 0.9133 | 0.7565 |
119
+ | 0.1746 | 66.0015 | 13534 | 6.6193 | 0.9149 | 0.7529 |
120
+ | 0.1848 | 67.0015 | 13736 | 6.6123 | 0.9175 | 0.7517 |
121
+ | 0.1704 | 68.0015 | 13938 | 6.5004 | 0.9159 | 0.7531 |
122
+ | 0.1565 | 69.0015 | 14140 | 5.0556 | 0.9150 | 0.7578 |
123
+ | 0.1533 | 70.0015 | 14342 | 5.4416 | 0.9179 | 0.7662 |
124
+ | 0.1379 | 71.0015 | 14544 | 4.6997 | 0.9216 | 0.7713 |
125
+ | 0.1354 | 72.0015 | 14746 | 4.3266 | 0.9193 | 0.7666 |
126
+ | 0.1441 | 73.0015 | 14948 | 3.9965 | 0.9252 | 0.7782 |
127
+ | 0.1302 | 74.0015 | 15150 | 3.1910 | 0.9221 | 0.7709 |
128
+ | 0.132 | 75.0015 | 15352 | 3.2843 | 0.9252 | 0.7797 |
129
+ | 0.1269 | 76.0015 | 15554 | 3.1127 | 0.9253 | 0.7860 |
130
+ | 0.117 | 77.0015 | 15756 | 2.9740 | 0.9306 | 0.7843 |
131
+ | 0.1135 | 78.0015 | 15958 | 3.0400 | 0.9273 | 0.7851 |
132
+ | 0.1095 | 79.0015 | 16160 | 2.5968 | 0.9261 | 0.7831 |
133
+ | 0.1012 | 80.0015 | 16362 | 2.8566 | 0.9262 | 0.7869 |
134
+ | 0.0958 | 81.0015 | 16564 | 2.4564 | 0.9285 | 0.7847 |
135
+ | 0.0963 | 82.0015 | 16766 | 2.4953 | 0.9333 | 0.8010 |
136
+ | 0.1026 | 83.0015 | 16968 | 2.0616 | 0.9292 | 0.7923 |
137
+ | 0.0853 | 84.0015 | 17170 | 1.8190 | 0.9269 | 0.7881 |
138
+ | 0.0884 | 85.0015 | 17372 | 1.7115 | 0.9261 | 0.7899 |
139
+ | 0.0911 | 86.0015 | 17574 | 1.8535 | 0.9275 | 0.7951 |
140
+ | 0.0853 | 87.0015 | 17776 | 1.5836 | 0.9269 | 0.7920 |
141
+ | 0.0915 | 88.0015 | 17978 | 1.5385 | 0.9321 | 0.8054 |
142
+ | 0.0762 | 89.0015 | 18180 | 1.5013 | 0.9351 | 0.8112 |
143
+ | 0.0876 | 90.0015 | 18382 | 1.6770 | 0.9298 | 0.7870 |
144
+ | 0.0725 | 91.0015 | 18584 | 1.5174 | 0.9366 | 0.8054 |
145
+ | 0.079 | 92.0015 | 18786 | 1.5734 | 0.9339 | 0.8067 |
146
+ | 0.0658 | 93.0015 | 18988 | 1.4919 | 0.9314 | 0.8057 |
147
+ | 0.0661 | 94.0015 | 19190 | 1.3583 | 0.9343 | 0.7936 |
148
+ | 0.0717 | 95.0015 | 19392 | 1.3954 | 0.9374 | 0.8100 |
149
+ | 0.0617 | 96.0015 | 19594 | 1.4305 | 0.9348 | 0.8151 |
150
+ | 0.0665 | 97.0015 | 19796 | 1.3416 | 0.9334 | 0.7926 |
151
+ | 0.0767 | 98.0015 | 19998 | 1.2812 | 0.9351 | 0.8144 |
152
+ | 0.0664 | 99.0015 | 20200 | 1.4248 | 0.9345 | 0.8081 |
153
+ | 0.055 | 100.0015 | 20402 | 1.3525 | 0.9331 | 0.8138 |
154
+ | 0.0586 | 101.0015 | 20604 | 1.2343 | 0.9327 | 0.8121 |
155
+ | 0.0647 | 102.0015 | 20806 | 1.1799 | 0.9326 | 0.8143 |
156
+ | 0.0575 | 103.0015 | 21008 | 1.2465 | 0.9338 | 0.8180 |
157
+ | 0.0564 | 104.0015 | 21210 | 1.2148 | 0.9355 | 0.8141 |
158
+ | 0.0571 | 105.0015 | 21412 | 1.3326 | 0.9334 | 0.8156 |
159
+ | 0.0522 | 106.0015 | 21614 | 1.2063 | 0.9362 | 0.8230 |
160
+ | 0.051 | 107.0015 | 21816 | 1.1642 | 0.9383 | 0.8248 |
161
+ | 0.07 | 108.0015 | 22018 | 1.1145 | 0.9385 | 0.8255 |
162
+ | 0.0538 | 109.0015 | 22220 | 1.1939 | 0.9358 | 0.8187 |
163
+ | 0.05 | 110.0015 | 22422 | 1.1498 | 0.9390 | 0.8298 |
164
+ | 0.0521 | 111.0015 | 22624 | 1.0604 | 0.9338 | 0.8170 |
165
+ | 0.0542 | 112.0015 | 22826 | 1.0632 | 0.9378 | 0.8220 |
166
+ | 0.0522 | 113.0015 | 23028 | 1.1671 | 0.9374 | 0.8276 |
167
+ | 0.0491 | 114.0015 | 23230 | 1.1449 | 0.9408 | 0.8300 |
168
+ | 0.0478 | 115.0015 | 23432 | 1.0877 | 0.9405 | 0.8300 |
169
+ | 0.0496 | 116.0015 | 23634 | 1.1114 | 0.9407 | 0.8278 |
170
+ | 0.047 | 117.0015 | 23836 | 1.0889 | 0.9401 | 0.8250 |
171
+ | 0.0464 | 118.0015 | 24038 | 1.0318 | 0.9421 | 0.8297 |
172
+ | 0.0425 | 119.0015 | 24240 | 0.9645 | 0.9362 | 0.8262 |
173
+ | 0.0445 | 120.0015 | 24442 | 1.0574 | 0.9369 | 0.8271 |
174
+ | 0.0423 | 121.0015 | 24644 | 0.9761 | 0.9417 | 0.8372 |
175
+ | 0.0444 | 122.0015 | 24846 | 1.0535 | 0.9376 | 0.8304 |
176
+ | 0.0463 | 123.0015 | 25048 | 0.9546 | 0.9398 | 0.8298 |
177
+ | 0.042 | 124.0015 | 25250 | 0.9689 | 0.9378 | 0.8336 |
178
+ | 0.0423 | 125.0015 | 25452 | 0.9090 | 0.9419 | 0.8335 |
179
+ | 0.0431 | 126.0015 | 25654 | 1.0322 | 0.9394 | 0.8357 |
180
+ | 0.0371 | 127.0015 | 25856 | 1.0071 | 0.9425 | 0.8339 |
181
+ | 0.0441 | 128.0015 | 26058 | 0.9907 | 0.9415 | 0.8351 |
182
+ | 0.0408 | 129.0015 | 26260 | 1.0066 | 0.9423 | 0.8170 |
183
+ | 0.0413 | 130.0015 | 26462 | 1.0439 | 0.9390 | 0.8256 |
184
+ | 0.0339 | 131.0015 | 26664 | 0.9631 | 0.9428 | 0.8358 |
185
+ | 0.035 | 132.0015 | 26866 | 1.0452 | 0.9365 | 0.8312 |
186
+ | 0.0349 | 133.0015 | 27068 | 1.0405 | 0.9362 | 0.8286 |
187
+ | 0.0395 | 134.0015 | 27270 | 1.0398 | 0.9387 | 0.8303 |
188
+ | 0.0352 | 135.0015 | 27472 | 0.9459 | 0.9420 | 0.8340 |
189
+ | 0.0376 | 136.0015 | 27674 | 0.9511 | 0.9412 | 0.8374 |
190
+ | 0.0362 | 137.0015 | 27876 | 1.0098 | 0.9388 | 0.8416 |
191
+ | 0.0335 | 138.0015 | 28078 | 1.0599 | 0.9422 | 0.8380 |
192
+ | 0.0309 | 139.0015 | 28280 | 1.1331 | 0.9377 | 0.8310 |
193
+ | 0.0354 | 140.0015 | 28482 | 1.1502 | 0.9369 | 0.8304 |
194
+ | 0.0357 | 141.0015 | 28684 | 0.9515 | 0.9386 | 0.8294 |
195
+ | 0.0313 | 142.0015 | 28886 | 0.9854 | 0.9403 | 0.8400 |
196
+ | 0.0329 | 143.0015 | 29088 | 1.0700 | 0.9362 | 0.8351 |
197
+ | 0.0333 | 144.0015 | 29290 | 0.9787 | 0.9429 | 0.8437 |
198
+ | 0.0329 | 145.0015 | 29492 | 1.0145 | 0.9323 | 0.8320 |
199
+ | 0.0318 | 146.0015 | 29694 | 0.9619 | 0.9402 | 0.8358 |
200
+ | 0.0322 | 147.0015 | 29896 | 1.1008 | 0.9348 | 0.8200 |
201
+ | 0.0352 | 148.0015 | 30098 | 0.9330 | 0.9411 | 0.8401 |
202
+ | 0.0309 | 149.0015 | 30300 | 0.9829 | 0.9421 | 0.8226 |
203
+ | 0.0317 | 150.0015 | 30502 | 0.9698 | 0.9424 | 0.8221 |
204
+ | 0.028 | 151.0015 | 30704 | 0.9358 | 0.9452 | 0.8475 |
205
+ | 0.0328 | 152.0015 | 30906 | 1.0448 | 0.9394 | 0.8177 |
206
+ | 0.0318 | 153.0015 | 31108 | 1.0614 | 0.9379 | 0.8396 |
207
+ | 0.0297 | 154.0015 | 31310 | 0.9583 | 0.9421 | 0.8429 |
208
+ | 0.0284 | 155.0015 | 31512 | 0.9899 | 0.9409 | 0.8418 |
209
+ | 0.0287 | 156.0015 | 31714 | 0.9172 | 0.9422 | 0.8430 |
210
+ | 0.0292 | 157.0015 | 31916 | 0.9322 | 0.9426 | 0.8473 |
211
+ | 0.0263 | 158.0015 | 32118 | 1.0263 | 0.9406 | 0.8202 |
212
+ | 0.0297 | 159.0015 | 32320 | 0.9233 | 0.9445 | 0.8252 |
213
+ | 0.0296 | 160.0015 | 32522 | 0.9406 | 0.9424 | 0.8459 |
214
+ | 0.0285 | 161.0015 | 32724 | 0.8934 | 0.9420 | 0.8246 |
215
+ | 0.0277 | 162.0015 | 32926 | 0.8199 | 0.9428 | 0.8454 |
216
+ | 0.0278 | 163.0015 | 33128 | 0.9287 | 0.9452 | 0.8332 |
217
+ | 0.0276 | 164.0015 | 33330 | 1.0221 | 0.9402 | 0.8431 |
218
+ | 0.0266 | 165.0015 | 33532 | 1.0262 | 0.9404 | 0.8476 |
219
+ | 0.0256 | 166.0015 | 33734 | 0.9846 | 0.9396 | 0.8426 |
220
+ | 0.0255 | 167.0015 | 33936 | 0.9476 | 0.9434 | 0.8509 |
221
+ | 0.0264 | 168.0015 | 34138 | 0.8982 | 0.9436 | 0.8305 |
222
+ | 0.0249 | 169.0015 | 34340 | 0.9160 | 0.9420 | 0.8455 |
223
+ | 0.0252 | 170.0015 | 34542 | 0.9905 | 0.9422 | 0.8283 |
224
+ | 0.0285 | 171.0015 | 34744 | 0.9653 | 0.9415 | 0.8406 |
225
+ | 0.0286 | 172.0015 | 34946 | 0.9691 | 0.9415 | 0.8445 |
226
+ | 0.0333 | 173.0015 | 35148 | 0.9424 | 0.9405 | 0.8421 |
227
+ | 0.0252 | 174.0015 | 35350 | 0.9120 | 0.9434 | 0.8485 |
228
+ | 0.0245 | 175.0015 | 35552 | 1.0208 | 0.9429 | 0.8278 |
229
+ | 0.0214 | 176.0015 | 35754 | 0.9905 | 0.9425 | 0.8302 |
230
+ | 0.0248 | 177.0015 | 35956 | 0.9479 | 0.9439 | 0.8288 |
231
+ | 0.0242 | 178.0015 | 36158 | 0.9858 | 0.9443 | 0.8525 |
232
+ | 0.0236 | 179.0015 | 36360 | 1.0952 | 0.9416 | 0.8255 |
233
+ | 0.0206 | 180.0015 | 36562 | 1.1354 | 0.9418 | 0.8276 |
234
+ | 0.0223 | 181.0015 | 36764 | 0.9461 | 0.9427 | 0.8295 |
235
+ | 0.0226 | 182.0015 | 36966 | 0.9072 | 0.9445 | 0.8334 |
236
+ | 0.0249 | 183.0015 | 37168 | 1.1476 | 0.9386 | 0.8449 |
237
+ | 0.0263 | 184.0015 | 37370 | 0.8881 | 0.9421 | 0.8321 |
238
+ | 0.0248 | 185.0015 | 37572 | 0.9298 | 0.9422 | 0.8537 |
239
+ | 0.0216 | 186.0015 | 37774 | 0.9200 | 0.9425 | 0.8352 |
240
+ | 0.0217 | 187.0015 | 37976 | 0.9245 | 0.9455 | 0.8526 |
241
+ | 0.0214 | 188.0015 | 38178 | 1.0350 | 0.9405 | 0.8252 |
242
+ | 0.022 | 189.0015 | 38380 | 0.8831 | 0.9455 | 0.8570 |
243
+ | 0.0206 | 190.0015 | 38582 | 0.8855 | 0.9448 | 0.8361 |
244
+ | 0.021 | 191.0015 | 38784 | 0.9974 | 0.9444 | 0.8513 |
245
+ | 0.0226 | 192.0015 | 38986 | 0.9566 | 0.9420 | 0.8506 |
246
+ | 0.0199 | 193.0015 | 39188 | 0.8891 | 0.9454 | 0.8328 |
247
+ | 0.0237 | 194.0015 | 39390 | 0.9330 | 0.9431 | 0.8525 |
248
+ | 0.0206 | 195.0015 | 39592 | 0.8964 | 0.9441 | 0.8327 |
249
+ | 0.0209 | 196.0015 | 39794 | 0.9579 | 0.9450 | 0.8326 |
250
+ | 0.0199 | 197.0015 | 39996 | 0.9376 | 0.9447 | 0.8342 |
251
+ | 0.0218 | 198.0015 | 40198 | 0.8677 | 0.9454 | 0.8358 |
252
+ | 0.0217 | 199.0015 | 40400 | 1.0234 | 0.9375 | 0.8222 |
253
+ | 0.0229 | 200.0015 | 40602 | 0.9920 | 0.9379 | 0.8282 |
254
+ | 0.0195 | 201.0015 | 40804 | 1.0083 | 0.9457 | 0.8355 |
255
+ | 0.0215 | 202.0015 | 41006 | 0.9446 | 0.9464 | 0.8368 |
256
+ | 0.02 | 203.0015 | 41208 | 0.9566 | 0.9449 | 0.8359 |
257
+ | 0.0194 | 204.0015 | 41410 | 0.8834 | 0.9438 | 0.8543 |
258
+ | 0.0185 | 205.0015 | 41612 | 0.9536 | 0.9454 | 0.8362 |
259
+ | 0.0216 | 206.0015 | 41814 | 0.8942 | 0.9458 | 0.8558 |
260
+ | 0.0178 | 207.0015 | 42016 | 1.0467 | 0.9412 | 0.8317 |
261
+ | 0.0176 | 208.0015 | 42218 | 0.9006 | 0.9468 | 0.8365 |
262
+ | 0.0223 | 209.0015 | 42420 | 0.8957 | 0.9429 | 0.8341 |
263
 
264
 
265
  ### Framework versions
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