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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: 2.5109
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- - Accuracy: 0.8395
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- - Macro F1: 0.6437
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  ## Model description
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@@ -43,229 +43,231 @@ The following hyperparameters were used during training:
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  - seed: 42
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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: 6725
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- - training_steps: 134500
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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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- | 38.7798 | 1.0002 | 100 | 50.3164 | 0.0185 | 0.0141 |
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- | 25.9262 | 2.0005 | 200 | 56.8797 | 0.0207 | 0.0150 |
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- | 13.7278 | 4.0002 | 300 | 84.5987 | 0.0674 | 0.0338 |
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- | 8.5443 | 5.0004 | 400 | 133.7962 | 0.3397 | 0.1018 |
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- | 6.6709 | 7.0002 | 500 | 163.2056 | 0.4746 | 0.1244 |
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- | 5.6948 | 8.0004 | 600 | 140.4865 | 0.5077 | 0.1343 |
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- | 5.3532 | 10.0001 | 700 | 152.8518 | 0.5363 | 0.1406 |
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- | 4.9198 | 11.0004 | 800 | 147.1701 | 0.5536 | 0.1481 |
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- | 4.6091 | 13.0001 | 900 | 144.3574 | 0.5683 | 0.1568 |
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- | 3.9939 | 14.0004 | 1000 | 108.3168 | 0.5889 | 0.1628 |
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- | 3.6808 | 16.0001 | 1100 | 90.0325 | 0.5947 | 0.1684 |
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- | 3.5048 | 17.0003 | 1200 | 78.1931 | 0.6102 | 0.1717 |
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- | 2.9746 | 19.0001 | 1300 | 72.2443 | 0.6187 | 0.1788 |
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- | 2.9556 | 20.0003 | 1400 | 59.5119 | 0.6251 | 0.1935 |
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- | 2.7859 | 22.0000 | 1500 | 47.1237 | 0.6196 | 0.1924 |
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- | 2.5314 | 23.0003 | 1600 | 43.1972 | 0.6321 | 0.2000 |
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- | 2.4121 | 24.0005 | 1700 | 36.2083 | 0.6402 | 0.2086 |
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- | 2.3207 | 26.0002 | 1800 | 28.8315 | 0.6444 | 0.2265 |
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- | 2.2049 | 27.0005 | 1900 | 24.4556 | 0.6543 | 0.2431 |
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- | 2.1728 | 29.0002 | 2000 | 19.6624 | 0.6408 | 0.2513 |
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- | 2.0573 | 30.0004 | 2100 | 21.4997 | 0.6571 | 0.2562 |
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- | 1.9493 | 32.0002 | 2200 | 18.7660 | 0.6586 | 0.2724 |
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- | 2.0311 | 33.0004 | 2300 | 15.6563 | 0.6705 | 0.2800 |
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- | 1.9583 | 35.0001 | 2400 | 15.2451 | 0.6703 | 0.2873 |
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- | 1.883 | 36.0004 | 2500 | 12.8591 | 0.6835 | 0.3137 |
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- | 1.7996 | 38.0001 | 2600 | 14.4537 | 0.6879 | 0.3301 |
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- | 1.7815 | 39.0004 | 2700 | 14.1290 | 0.6979 | 0.3405 |
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- | 1.7553 | 41.0001 | 2800 | 9.3704 | 0.7106 | 0.3471 |
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- | 1.555 | 42.0003 | 2900 | 10.6567 | 0.7149 | 0.3545 |
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- | 1.5315 | 44.0001 | 3000 | 10.2038 | 0.7179 | 0.3783 |
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- | 1.4332 | 45.0003 | 3100 | 8.7656 | 0.7151 | 0.3890 |
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- | 1.4126 | 47.0000 | 3200 | 10.2792 | 0.7353 | 0.3919 |
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- | 1.3607 | 48.0003 | 3300 | 9.3361 | 0.7369 | 0.4047 |
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- | 1.1882 | 49.0005 | 3400 | 6.4626 | 0.7379 | 0.4181 |
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- | 1.1957 | 51.0002 | 3500 | 7.2607 | 0.7383 | 0.4295 |
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- | 1.1646 | 52.0005 | 3600 | 7.2200 | 0.7427 | 0.4335 |
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- | 1.0818 | 54.0002 | 3700 | 6.5163 | 0.7543 | 0.4536 |
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- | 1.0784 | 55.0004 | 3800 | 5.9263 | 0.7418 | 0.4545 |
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- | 1.0373 | 57.0002 | 3900 | 6.5312 | 0.7610 | 0.4659 |
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- | 0.9396 | 58.0004 | 4000 | 6.7571 | 0.7643 | 0.4862 |
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- | 0.9394 | 60.0001 | 4100 | 6.3353 | 0.7494 | 0.4734 |
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- | 0.8892 | 61.0004 | 4200 | 6.6943 | 0.7727 | 0.4862 |
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- | 0.8216 | 63.0001 | 4300 | 7.2068 | 0.7723 | 0.4991 |
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- | 0.7871 | 64.0004 | 4400 | 6.8029 | 0.7775 | 0.5080 |
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- | 0.7871 | 66.0001 | 4500 | 8.4797 | 0.7578 | 0.4945 |
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- | 0.7358 | 67.0003 | 4600 | 8.5579 | 0.7737 | 0.5090 |
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- | 0.701 | 69.0001 | 4700 | 8.8370 | 0.7754 | 0.5138 |
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- | 0.683 | 70.0003 | 4800 | 9.2293 | 0.7643 | 0.5170 |
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- | 0.6521 | 72.0000 | 4900 | 7.9874 | 0.7814 | 0.5311 |
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- | 0.6235 | 73.0003 | 5000 | 10.4498 | 0.7755 | 0.5077 |
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- | 0.604 | 74.0005 | 5100 | 11.6719 | 0.7683 | 0.5337 |
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- | 0.5812 | 76.0002 | 5200 | 10.5375 | 0.7764 | 0.5183 |
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- | 0.5455 | 77.0005 | 5300 | 10.7813 | 0.7850 | 0.5409 |
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- | 0.5355 | 79.0002 | 5400 | 12.5415 | 0.7765 | 0.5429 |
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- | 0.4925 | 80.0004 | 5500 | 13.0551 | 0.7886 | 0.5367 |
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- | 0.5191 | 82.0002 | 5600 | 12.5467 | 0.7715 | 0.5370 |
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- | 0.4654 | 83.0004 | 5700 | 13.0424 | 0.7788 | 0.5382 |
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- | 0.4243 | 85.0001 | 5800 | 13.5041 | 0.7902 | 0.5554 |
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- | 0.4279 | 86.0004 | 5900 | 14.3135 | 0.7786 | 0.5500 |
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- | 0.4101 | 88.0001 | 6000 | 14.2542 | 0.7913 | 0.5565 |
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- | 0.4276 | 89.0004 | 6100 | 16.4460 | 0.7885 | 0.5563 |
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- | 0.3911 | 91.0001 | 6200 | 14.5508 | 0.7835 | 0.5547 |
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- | 0.3789 | 92.0003 | 6300 | 14.8965 | 0.7926 | 0.5672 |
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- | 0.3656 | 94.0001 | 6400 | 14.7962 | 0.7961 | 0.5726 |
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- | 0.3336 | 95.0003 | 6500 | 13.4895 | 0.7935 | 0.5752 |
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- | 0.3451 | 97.0000 | 6600 | 14.6058 | 0.7897 | 0.5641 |
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- | 0.3119 | 98.0003 | 6700 | 16.0644 | 0.7985 | 0.5730 |
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- | 0.2905 | 99.0005 | 6800 | 15.9107 | 0.7980 | 0.5718 |
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- | 0.2727 | 101.0002 | 6900 | 15.4761 | 0.7886 | 0.5653 |
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- | 0.2799 | 102.0005 | 7000 | 17.6987 | 0.8014 | 0.5828 |
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- | 0.2633 | 104.0002 | 7100 | 17.6618 | 0.8003 | 0.5684 |
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- | 0.2526 | 105.0004 | 7200 | 14.2223 | 0.7929 | 0.5724 |
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- | 0.2374 | 107.0002 | 7300 | 14.8060 | 0.8013 | 0.5809 |
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- | 0.2446 | 108.0004 | 7400 | 17.2238 | 0.8011 | 0.5864 |
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- | 0.2255 | 110.0001 | 7500 | 17.6796 | 0.8020 | 0.5825 |
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- | 0.2122 | 111.0004 | 7600 | 18.1321 | 0.7925 | 0.5846 |
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- | 0.2121 | 113.0001 | 7700 | 16.8258 | 0.8080 | 0.5888 |
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- | 0.1938 | 114.0004 | 7800 | 17.7818 | 0.7961 | 0.5879 |
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- | 0.1851 | 116.0001 | 7900 | 21.7826 | 0.7985 | 0.5835 |
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- | 0.1744 | 117.0003 | 8000 | 19.6659 | 0.8021 | 0.5919 |
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- | 0.1748 | 119.0001 | 8100 | 18.0360 | 0.8081 | 0.5960 |
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- | 0.1633 | 120.0003 | 8200 | 19.3888 | 0.8074 | 0.5896 |
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- | 0.1554 | 122.0000 | 8300 | 16.3828 | 0.8156 | 0.5928 |
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- | 0.1598 | 123.0003 | 8400 | 16.2331 | 0.8049 | 0.5950 |
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- | 0.1473 | 124.0005 | 8500 | 16.3977 | 0.8043 | 0.5919 |
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- | 0.1362 | 126.0002 | 8600 | 15.7820 | 0.8018 | 0.5900 |
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- | 0.1371 | 127.0005 | 8700 | 14.1156 | 0.8025 | 0.5845 |
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- | 0.1329 | 129.0002 | 8800 | 14.9184 | 0.8099 | 0.5951 |
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- | 0.1273 | 130.0004 | 8900 | 13.6226 | 0.8117 | 0.6007 |
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- | 0.1229 | 132.0002 | 9000 | 13.2628 | 0.8093 | 0.6028 |
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- | 0.116 | 133.0004 | 9100 | 13.1453 | 0.8129 | 0.6063 |
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- | 0.1089 | 135.0001 | 9200 | 14.7014 | 0.8124 | 0.6027 |
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- | 0.1034 | 136.0004 | 9300 | 14.5512 | 0.8087 | 0.5966 |
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- | 0.1083 | 138.0001 | 9400 | 13.5497 | 0.8128 | 0.6013 |
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- | 0.096 | 139.0004 | 9500 | 12.8425 | 0.8129 | 0.6018 |
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- | 0.0904 | 141.0001 | 9600 | 12.7569 | 0.8203 | 0.6077 |
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- | 0.0898 | 142.0003 | 9700 | 13.4640 | 0.8127 | 0.6025 |
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- | 0.0837 | 144.0001 | 9800 | 12.7116 | 0.8216 | 0.6050 |
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- | 0.0866 | 145.0003 | 9900 | 11.3599 | 0.8104 | 0.6047 |
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- | 0.0831 | 147.0000 | 10000 | 13.3868 | 0.8147 | 0.6044 |
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- | 0.0761 | 148.0003 | 10100 | 11.5703 | 0.8164 | 0.6059 |
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- | 0.0767 | 149.0005 | 10200 | 11.1324 | 0.8169 | 0.6050 |
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- | 0.0814 | 151.0002 | 10300 | 11.6450 | 0.8149 | 0.6079 |
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- | 0.0707 | 152.0005 | 10400 | 11.5076 | 0.8137 | 0.6084 |
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- | 0.0733 | 154.0002 | 10500 | 11.6088 | 0.8148 | 0.6053 |
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- | 0.0656 | 155.0004 | 10600 | 11.4030 | 0.8221 | 0.6071 |
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- | 0.0634 | 157.0002 | 10700 | 10.5902 | 0.8153 | 0.6109 |
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- | 0.0645 | 158.0004 | 10800 | 9.7535 | 0.8162 | 0.6130 |
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- | 0.0646 | 160.0001 | 10900 | 10.5289 | 0.8190 | 0.6105 |
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- | 0.0628 | 161.0004 | 11000 | 8.8750 | 0.8184 | 0.6132 |
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- | 0.0594 | 163.0001 | 11100 | 9.8501 | 0.8209 | 0.6148 |
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- | 0.0563 | 164.0004 | 11200 | 7.9417 | 0.8160 | 0.6048 |
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- | 0.0517 | 166.0001 | 11300 | 8.5663 | 0.8159 | 0.6135 |
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- | 0.0524 | 167.0003 | 11400 | 8.2537 | 0.8232 | 0.6169 |
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- | 0.0555 | 169.0001 | 11500 | 9.0201 | 0.8105 | 0.6109 |
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- | 0.0492 | 170.0003 | 11600 | 8.1219 | 0.8215 | 0.6113 |
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- | 0.0547 | 172.0000 | 11700 | 7.6792 | 0.8188 | 0.6163 |
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- | 0.0482 | 173.0003 | 11800 | 7.6189 | 0.8215 | 0.6187 |
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- | 0.05 | 174.0005 | 11900 | 7.1165 | 0.8216 | 0.6146 |
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- | 0.0418 | 176.0002 | 12000 | 7.3444 | 0.8240 | 0.6200 |
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- | 0.0435 | 177.0005 | 12100 | 7.7189 | 0.8215 | 0.6141 |
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- | 0.042 | 179.0002 | 12200 | 7.3145 | 0.8186 | 0.6176 |
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- | 0.0445 | 180.0004 | 12300 | 6.9336 | 0.8212 | 0.6156 |
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- | 0.0425 | 182.0002 | 12400 | 6.5076 | 0.8213 | 0.6185 |
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- | 0.0389 | 183.0004 | 12500 | 6.3715 | 0.8204 | 0.6155 |
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- | 0.0474 | 185.0001 | 12600 | 7.1662 | 0.8178 | 0.6194 |
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- | 0.0364 | 186.0004 | 12700 | 6.1538 | 0.8235 | 0.6207 |
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- | 0.0382 | 188.0001 | 12800 | 6.2096 | 0.8226 | 0.6123 |
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- | 0.0363 | 189.0004 | 12900 | 5.6020 | 0.8237 | 0.6207 |
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- | 0.0362 | 191.0001 | 13000 | 5.4839 | 0.8232 | 0.6219 |
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- | 0.0337 | 192.0003 | 13100 | 5.9285 | 0.8244 | 0.6201 |
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- | 0.0352 | 194.0001 | 13200 | 5.5899 | 0.8234 | 0.6224 |
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- | 0.0341 | 195.0003 | 13300 | 5.5700 | 0.8242 | 0.6215 |
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- | 0.0326 | 197.0000 | 13400 | 6.2954 | 0.8262 | 0.6221 |
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- | 0.0317 | 198.0003 | 13500 | 5.1994 | 0.8262 | 0.6238 |
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- | 0.0328 | 199.0005 | 13600 | 5.2161 | 0.8235 | 0.6239 |
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- | 0.038 | 201.0002 | 13700 | 5.4486 | 0.8212 | 0.6171 |
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- | 0.0419 | 202.0005 | 13800 | 5.1336 | 0.8195 | 0.6170 |
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- | 0.0367 | 204.0002 | 13900 | 5.2814 | 0.8211 | 0.6203 |
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- | 0.04 | 205.0004 | 14000 | 4.8121 | 0.8176 | 0.6187 |
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- | 0.0388 | 207.0002 | 14100 | 5.0310 | 0.8233 | 0.6235 |
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- | 0.03 | 208.0004 | 14200 | 4.5855 | 0.8247 | 0.6260 |
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- | 0.0274 | 210.0001 | 14300 | 4.6438 | 0.8245 | 0.6279 |
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- | 0.0267 | 211.0004 | 14400 | 5.3044 | 0.8236 | 0.6256 |
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- | 0.0258 | 213.0001 | 14500 | 4.3007 | 0.8237 | 0.6266 |
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- | 0.0266 | 214.0004 | 14600 | 4.6937 | 0.8258 | 0.6290 |
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- | 0.0269 | 216.0001 | 14700 | 4.8871 | 0.8226 | 0.6243 |
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- | 0.0254 | 217.0003 | 14800 | 4.6267 | 0.8252 | 0.6301 |
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- | 0.042 | 219.0001 | 14900 | 4.2384 | 0.8280 | 0.6256 |
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- | 0.0285 | 220.0003 | 15000 | 3.6568 | 0.8214 | 0.6277 |
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- | 0.0263 | 222.0000 | 15100 | 3.9989 | 0.8234 | 0.6236 |
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- | 0.0303 | 223.0003 | 15200 | 3.8354 | 0.8235 | 0.6235 |
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- | 0.0246 | 224.0005 | 15300 | 3.7875 | 0.8297 | 0.6268 |
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- | 0.0224 | 226.0002 | 15400 | 3.7038 | 0.8279 | 0.6290 |
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- | 0.0263 | 227.0005 | 15500 | 3.9830 | 0.8243 | 0.6231 |
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- | 0.0254 | 229.0002 | 15600 | 3.4530 | 0.8288 | 0.6304 |
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- | 0.0221 | 230.0004 | 15700 | 3.2989 | 0.8221 | 0.6238 |
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- | 0.0286 | 232.0002 | 15800 | 3.2104 | 0.8271 | 0.6303 |
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- | 0.0233 | 233.0004 | 15900 | 3.2269 | 0.8285 | 0.6270 |
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- | 0.0217 | 235.0001 | 16000 | 4.0574 | 0.8246 | 0.6279 |
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- | 0.0221 | 236.0004 | 16100 | 3.7451 | 0.8303 | 0.6285 |
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- | 0.0242 | 238.0001 | 16200 | 3.4429 | 0.8283 | 0.6270 |
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- | 0.0187 | 239.0004 | 16300 | 3.2696 | 0.8287 | 0.6287 |
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- | 0.0192 | 241.0001 | 16400 | 3.5294 | 0.8270 | 0.6282 |
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- | 0.0226 | 242.0003 | 16500 | 3.4498 | 0.8285 | 0.6259 |
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- | 0.0247 | 244.0001 | 16600 | 3.2586 | 0.8271 | 0.6274 |
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- | 0.026 | 245.0003 | 16700 | 3.1048 | 0.8300 | 0.6298 |
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- | 0.0212 | 247.0000 | 16800 | 3.1895 | 0.8260 | 0.6279 |
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- | 0.0195 | 248.0003 | 16900 | 3.2057 | 0.8304 | 0.6326 |
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- | 0.0174 | 249.0005 | 17000 | 2.9583 | 0.8294 | 0.6308 |
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- | 0.0217 | 251.0002 | 17100 | 3.1650 | 0.8288 | 0.6269 |
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- | 0.0204 | 252.0005 | 17200 | 3.0243 | 0.8312 | 0.6313 |
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- | 0.0205 | 254.0002 | 17300 | 3.1617 | 0.8298 | 0.6323 |
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- | 0.02 | 255.0004 | 17400 | 2.8645 | 0.8296 | 0.6334 |
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- | 0.0183 | 257.0002 | 17500 | 2.9912 | 0.8267 | 0.6297 |
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- | 0.0167 | 258.0004 | 17600 | 3.0954 | 0.8320 | 0.6379 |
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- | 0.0152 | 260.0001 | 17700 | 3.2570 | 0.8286 | 0.6307 |
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- | 0.0166 | 261.0004 | 17800 | 2.8568 | 0.8319 | 0.6335 |
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- | 0.0192 | 263.0001 | 17900 | 2.9820 | 0.8268 | 0.6357 |
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- | 0.02 | 264.0004 | 18000 | 2.8064 | 0.8263 | 0.6338 |
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- | 0.0201 | 266.0001 | 18100 | 2.8077 | 0.8301 | 0.6289 |
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- | 0.02 | 267.0003 | 18200 | 2.7986 | 0.8306 | 0.6340 |
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- | 0.018 | 269.0001 | 18300 | 2.8698 | 0.8271 | 0.6294 |
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- | 0.0178 | 270.0003 | 18400 | 2.5829 | 0.8303 | 0.6355 |
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- | 0.0193 | 272.0000 | 18500 | 2.7927 | 0.8270 | 0.6295 |
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- | 0.0145 | 273.0003 | 18600 | 2.8330 | 0.8314 | 0.6368 |
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- | 0.0122 | 274.0005 | 18700 | 2.7853 | 0.8302 | 0.6335 |
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- | 0.0123 | 276.0002 | 18800 | 2.7544 | 0.8333 | 0.6394 |
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- | 0.0132 | 277.0005 | 18900 | 2.7309 | 0.8324 | 0.6349 |
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- | 0.017 | 279.0002 | 19000 | 2.9893 | 0.8211 | 0.6252 |
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- | 0.0447 | 280.0004 | 19100 | 2.6789 | 0.8303 | 0.6323 |
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- | 0.0315 | 282.0002 | 19200 | 2.7236 | 0.8268 | 0.6326 |
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- | 0.0204 | 283.0004 | 19300 | 2.5280 | 0.8291 | 0.6353 |
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- | 0.0231 | 285.0001 | 19400 | 2.6299 | 0.8273 | 0.6323 |
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- | 0.019 | 286.0004 | 19500 | 2.6923 | 0.8257 | 0.6301 |
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- | 0.0167 | 288.0001 | 19600 | 2.5238 | 0.8395 | 0.6437 |
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- | 0.0137 | 289.0004 | 19700 | 2.6090 | 0.8325 | 0.6391 |
250
- | 0.0121 | 291.0001 | 19800 | 2.5538 | 0.8340 | 0.6377 |
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- | 0.0105 | 292.0003 | 19900 | 2.6128 | 0.8358 | 0.6418 |
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- | 0.0101 | 294.0001 | 20000 | 2.6816 | 0.8333 | 0.6381 |
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- | 0.0097 | 295.0003 | 20100 | 2.4903 | 0.8339 | 0.6384 |
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- | 0.0133 | 297.0000 | 20200 | 2.5666 | 0.8355 | 0.6407 |
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- | 0.0133 | 298.0003 | 20300 | 2.4865 | 0.8353 | 0.6401 |
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- | 0.0118 | 299.0005 | 20400 | 2.5388 | 0.8365 | 0.6364 |
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- | 0.0102 | 301.0002 | 20500 | 2.7122 | 0.8365 | 0.6406 |
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- | 0.0123 | 302.0005 | 20600 | 2.5757 | 0.8343 | 0.6379 |
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- | 0.0103 | 304.0002 | 20700 | 2.6078 | 0.8328 | 0.6363 |
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- | 0.0114 | 305.0004 | 20800 | 2.4932 | 0.8336 | 0.6410 |
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- | 0.0167 | 307.0002 | 20900 | 2.5394 | 0.8321 | 0.6315 |
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- | 0.0128 | 308.0004 | 21000 | 2.5704 | 0.8341 | 0.6390 |
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- | 0.0166 | 310.0001 | 21100 | 2.5455 | 0.8323 | 0.6353 |
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- | 0.0164 | 311.0004 | 21200 | 2.7027 | 0.8293 | 0.6376 |
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- | 0.0135 | 313.0001 | 21300 | 2.4683 | 0.8314 | 0.6358 |
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- | 0.0104 | 314.0004 | 21400 | 2.4541 | 0.8349 | 0.6413 |
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- | 0.0136 | 316.0001 | 21500 | 2.5005 | 0.8326 | 0.6407 |
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- | 0.0107 | 317.0003 | 21600 | 2.6073 | 0.8331 | 0.6384 |
 
 
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  ### Framework versions
 
16
 
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  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:
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+ - Loss: 30.3470
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+ - Accuracy: 0.9654
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+ - Macro F1: 0.9172
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23
  ## Model description
24
 
 
43
  - seed: 42
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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: 6732
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+ - training_steps: 134650
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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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+ | 14.0944 | 0.0025 | 336 | 104.9989 | 0.1840 | 0.0644 |
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+ | 5.7051 | 1.0025 | 672 | 167.1822 | 0.5312 | 0.1381 |
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+ | 4.0681 | 2.0025 | 1008 | 109.6770 | 0.5846 | 0.1548 |
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+ | 3.2136 | 3.0025 | 1344 | 69.4755 | 0.6129 | 0.1768 |
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+ | 2.477 | 4.0025 | 1680 | 32.8744 | 0.6320 | 0.2055 |
58
+ | 2.2543 | 5.0025 | 2016 | 21.8861 | 0.6553 | 0.2477 |
59
+ | 2.1162 | 6.0025 | 2352 | 17.5059 | 0.6736 | 0.2926 |
60
+ | 1.9294 | 7.0024 | 2688 | 12.7943 | 0.6936 | 0.3476 |
61
+ | 1.7024 | 8.0024 | 3024 | 9.5772 | 0.7159 | 0.3861 |
62
+ | 1.6392 | 9.0024 | 3360 | 7.7979 | 0.7679 | 0.4240 |
63
+ | 1.4076 | 10.0024 | 3696 | 6.5200 | 0.7873 | 0.4719 |
64
+ | 1.2468 | 11.0024 | 4032 | 6.3598 | 0.7791 | 0.4443 |
65
+ | 1.2523 | 12.0024 | 4368 | 7.2844 | 0.8128 | 0.5311 |
66
+ | 1.1081 | 13.0024 | 4704 | 5.6548 | 0.8271 | 0.5559 |
67
+ | 1.06 | 14.0024 | 5040 | 7.1206 | 0.8342 | 0.5617 |
68
+ | 0.9138 | 15.0024 | 5376 | 7.9868 | 0.8431 | 0.5930 |
69
+ | 0.822 | 16.0024 | 5712 | 8.0841 | 0.8472 | 0.6184 |
70
+ | 0.8428 | 17.0024 | 6048 | 9.9737 | 0.8587 | 0.6244 |
71
+ | 0.7317 | 18.0024 | 6384 | 8.1017 | 0.8613 | 0.6364 |
72
+ | 0.6619 | 19.0024 | 6720 | 10.9551 | 0.8671 | 0.6450 |
73
+ | 0.7468 | 20.0023 | 7056 | 16.1421 | 0.8672 | 0.6603 |
74
+ | 0.6155 | 21.0023 | 7392 | 13.5708 | 0.8800 | 0.6918 |
75
+ | 0.6229 | 22.0023 | 7728 | 12.3995 | 0.8915 | 0.7134 |
76
+ | 0.5425 | 23.0023 | 8064 | 17.1976 | 0.9000 | 0.7229 |
77
+ | 0.4771 | 24.0023 | 8400 | 13.2375 | 0.9023 | 0.7330 |
78
+ | 0.4006 | 25.0023 | 8736 | 13.6631 | 0.9059 | 0.7446 |
79
+ | 0.4207 | 26.0023 | 9072 | 14.1532 | 0.9140 | 0.7575 |
80
+ | 0.3106 | 27.0023 | 9408 | 14.6463 | 0.9196 | 0.7746 |
81
+ | 0.2946 | 28.0023 | 9744 | 10.9629 | 0.9236 | 0.7807 |
82
+ | 0.2848 | 29.0023 | 10080 | 12.8601 | 0.9217 | 0.7814 |
83
+ | 0.2637 | 30.0023 | 10416 | 17.2428 | 0.9275 | 0.7939 |
84
+ | 0.2214 | 31.0023 | 10752 | 17.8229 | 0.9302 | 0.7994 |
85
+ | 0.2044 | 32.0023 | 11088 | 15.7782 | 0.9326 | 0.8107 |
86
+ | 0.2472 | 33.0023 | 11424 | 13.8583 | 0.9339 | 0.8089 |
87
+ | 0.1953 | 34.0022 | 11760 | 11.8408 | 0.9366 | 0.8119 |
88
+ | 0.1596 | 35.0022 | 12096 | 17.0323 | 0.9333 | 0.8131 |
89
+ | 0.1708 | 36.0022 | 12432 | 11.7012 | 0.9413 | 0.8233 |
90
+ | 0.1512 | 37.0022 | 12768 | 12.2405 | 0.9432 | 0.8258 |
91
+ | 0.1209 | 38.0022 | 13104 | 13.0224 | 0.9452 | 0.8396 |
92
+ | 0.1107 | 39.0022 | 13440 | 12.4918 | 0.9422 | 0.8414 |
93
+ | 0.1011 | 40.0022 | 13776 | 10.8608 | 0.9426 | 0.8406 |
94
+ | 0.1117 | 41.0022 | 14112 | 9.3011 | 0.9451 | 0.8462 |
95
+ | 0.0934 | 42.0022 | 14448 | 10.3171 | 0.9476 | 0.8529 |
96
+ | 0.0869 | 43.0022 | 14784 | 9.0230 | 0.9463 | 0.8515 |
97
+ | 0.0994 | 44.0022 | 15120 | 8.0696 | 0.9504 | 0.8567 |
98
+ | 0.079 | 45.0022 | 15456 | 9.1054 | 0.9476 | 0.8507 |
99
+ | 0.0794 | 46.0022 | 15792 | 7.2162 | 0.9468 | 0.8566 |
100
+ | 0.0729 | 47.0021 | 16128 | 6.8036 | 0.9516 | 0.8657 |
101
+ | 0.0741 | 48.0021 | 16464 | 8.4440 | 0.9544 | 0.8676 |
102
+ | 0.065 | 49.0021 | 16800 | 7.4610 | 0.9525 | 0.8647 |
103
+ | 0.0698 | 50.0021 | 17136 | 6.9018 | 0.9523 | 0.8638 |
104
+ | 0.0628 | 51.0021 | 17472 | 8.6704 | 0.9542 | 0.8703 |
105
+ | 0.0593 | 52.0021 | 17808 | 7.8352 | 0.9547 | 0.8726 |
106
+ | 0.0642 | 53.0021 | 18144 | 9.3772 | 0.9560 | 0.8771 |
107
+ | 0.0583 | 54.0021 | 18480 | 7.2395 | 0.9550 | 0.8719 |
108
+ | 0.0594 | 55.0021 | 18816 | 7.6058 | 0.9516 | 0.8750 |
109
+ | 0.0477 | 56.0021 | 19152 | 7.3676 | 0.9550 | 0.8785 |
110
+ | 0.0531 | 57.0021 | 19488 | 7.6097 | 0.9542 | 0.8739 |
111
+ | 0.048 | 58.0021 | 19824 | 8.3058 | 0.9561 | 0.8782 |
112
+ | 0.0523 | 59.0021 | 20160 | 7.9110 | 0.9579 | 0.8784 |
113
+ | 0.0442 | 60.0020 | 20496 | 8.4492 | 0.9549 | 0.8799 |
114
+ | 0.0386 | 61.0020 | 20832 | 8.5259 | 0.9530 | 0.8759 |
115
+ | 0.0443 | 62.0020 | 21168 | 7.9769 | 0.9573 | 0.8766 |
116
+ | 0.04 | 63.0020 | 21504 | 8.9177 | 0.9579 | 0.8821 |
117
+ | 0.0425 | 64.0020 | 21840 | 8.5140 | 0.9585 | 0.8843 |
118
+ | 0.0328 | 65.0020 | 22176 | 7.7798 | 0.9589 | 0.8854 |
119
+ | 0.0344 | 66.0020 | 22512 | 6.8881 | 0.9568 | 0.8806 |
120
+ | 0.0406 | 67.0020 | 22848 | 7.8357 | 0.9564 | 0.8831 |
121
+ | 0.0323 | 68.0020 | 23184 | 7.9853 | 0.9587 | 0.8924 |
122
+ | 0.0335 | 69.0020 | 23520 | 9.8914 | 0.9556 | 0.8895 |
123
+ | 0.0315 | 70.0020 | 23856 | 7.8691 | 0.9601 | 0.8912 |
124
+ | 0.0336 | 71.0020 | 24192 | 9.8346 | 0.9601 | 0.8914 |
125
+ | 0.029 | 72.0020 | 24528 | 8.3280 | 0.9592 | 0.8937 |
126
+ | 0.0329 | 73.0020 | 24864 | 7.5500 | 0.9586 | 0.8899 |
127
+ | 0.0334 | 74.0019 | 25200 | 6.9437 | 0.9569 | 0.8888 |
128
+ | 0.0294 | 75.0019 | 25536 | 7.7684 | 0.9603 | 0.8872 |
129
+ | 0.0293 | 76.0019 | 25872 | 9.4957 | 0.9619 | 0.8946 |
130
+ | 0.0285 | 77.0019 | 26208 | 7.8132 | 0.9597 | 0.8946 |
131
+ | 0.0233 | 78.0019 | 26544 | 8.4906 | 0.9614 | 0.8952 |
132
+ | 0.0223 | 79.0019 | 26880 | 7.9184 | 0.9604 | 0.8924 |
133
+ | 0.023 | 80.0019 | 27216 | 8.0255 | 0.9591 | 0.8951 |
134
+ | 0.0244 | 81.0019 | 27552 | 9.1397 | 0.9616 | 0.8965 |
135
+ | 0.0282 | 82.0019 | 27888 | 10.0710 | 0.9618 | 0.8991 |
136
+ | 0.0279 | 83.0019 | 28224 | 7.2937 | 0.9613 | 0.8987 |
137
+ | 0.0231 | 84.0019 | 28560 | 8.6195 | 0.9598 | 0.8966 |
138
+ | 0.0225 | 85.0019 | 28896 | 8.0029 | 0.9598 | 0.8986 |
139
+ | 0.0271 | 86.0019 | 29232 | 8.9803 | 0.9599 | 0.8953 |
140
+ | 0.0261 | 87.0018 | 29568 | 8.3564 | 0.9587 | 0.8962 |
141
+ | 0.0213 | 88.0018 | 29904 | 8.7615 | 0.9597 | 0.8972 |
142
+ | 0.0189 | 89.0018 | 30240 | 8.9518 | 0.9610 | 0.9010 |
143
+ | 0.019 | 90.0018 | 30576 | 8.8315 | 0.9592 | 0.8982 |
144
+ | 0.0207 | 91.0018 | 30912 | 7.7779 | 0.9598 | 0.8956 |
145
+ | 0.0196 | 92.0018 | 31248 | 10.8937 | 0.9604 | 0.8956 |
146
+ | 0.0184 | 93.0018 | 31584 | 10.6790 | 0.9630 | 0.8975 |
147
+ | 0.0184 | 94.0018 | 31920 | 8.5520 | 0.9600 | 0.8988 |
148
+ | 0.0213 | 95.0018 | 32256 | 10.4591 | 0.9613 | 0.8991 |
149
+ | 0.0162 | 96.0018 | 32592 | 9.5195 | 0.9606 | 0.9009 |
150
+ | 0.0175 | 97.0018 | 32928 | 6.8970 | 0.9626 | 0.9015 |
151
+ | 0.0194 | 98.0018 | 33264 | 8.9329 | 0.9604 | 0.8981 |
152
+ | 0.022 | 99.0018 | 33600 | 7.9657 | 0.9607 | 0.8993 |
153
+ | 0.0191 | 100.0018 | 33936 | 8.4326 | 0.9620 | 0.9000 |
154
+ | 0.0167 | 101.0017 | 34272 | 10.7159 | 0.9616 | 0.9025 |
155
+ | 0.0174 | 102.0017 | 34608 | 11.1812 | 0.9610 | 0.9008 |
156
+ | 0.0218 | 103.0017 | 34944 | 10.5597 | 0.9606 | 0.9003 |
157
+ | 0.0145 | 104.0017 | 35280 | 12.7143 | 0.9604 | 0.8987 |
158
+ | 0.0144 | 105.0017 | 35616 | 11.6709 | 0.9620 | 0.9048 |
159
+ | 0.0154 | 106.0017 | 35952 | 13.1142 | 0.9621 | 0.9029 |
160
+ | 0.0173 | 107.0017 | 36288 | 13.0955 | 0.9602 | 0.9023 |
161
+ | 0.017 | 108.0017 | 36624 | 15.2173 | 0.9617 | 0.9040 |
162
+ | 0.015 | 109.0017 | 36960 | 15.6876 | 0.9603 | 0.9024 |
163
+ | 0.0109 | 110.0017 | 37296 | 18.0828 | 0.9632 | 0.9066 |
164
+ | 0.0118 | 111.0017 | 37632 | 13.0177 | 0.9624 | 0.9047 |
165
+ | 0.0128 | 112.0017 | 37968 | 15.8398 | 0.9612 | 0.9035 |
166
+ | 0.0149 | 113.0017 | 38304 | 13.0027 | 0.9591 | 0.9049 |
167
+ | 0.0137 | 114.0016 | 38640 | 11.2986 | 0.9624 | 0.9065 |
168
+ | 0.0114 | 115.0016 | 38976 | 12.9842 | 0.9634 | 0.9047 |
169
+ | 0.0111 | 116.0016 | 39312 | 13.1338 | 0.9623 | 0.9072 |
170
+ | 0.0132 | 117.0016 | 39648 | 14.0856 | 0.9617 | 0.9066 |
171
+ | 0.0128 | 118.0016 | 39984 | 12.8400 | 0.9621 | 0.9045 |
172
+ | 0.0184 | 119.0016 | 40320 | 10.2663 | 0.9633 | 0.9047 |
173
+ | 0.0154 | 120.0016 | 40656 | 17.5847 | 0.9615 | 0.9071 |
174
+ | 0.0109 | 121.0016 | 40992 | 15.9856 | 0.9626 | 0.9065 |
175
+ | 0.0146 | 122.0016 | 41328 | 13.3834 | 0.9617 | 0.9110 |
176
+ | 0.0114 | 123.0016 | 41664 | 14.1382 | 0.9594 | 0.9026 |
177
+ | 0.0102 | 124.0016 | 42000 | 11.2743 | 0.9604 | 0.9055 |
178
+ | 0.0087 | 125.0016 | 42336 | 14.5875 | 0.9635 | 0.9092 |
179
+ | 0.0104 | 126.0016 | 42672 | 14.7828 | 0.9633 | 0.9056 |
180
+ | 0.0097 | 127.0016 | 43008 | 16.7864 | 0.9642 | 0.9068 |
181
+ | 0.0159 | 128.0015 | 43344 | 15.6876 | 0.9649 | 0.9091 |
182
+ | 0.0085 | 129.0015 | 43680 | 16.7435 | 0.9640 | 0.9083 |
183
+ | 0.0086 | 130.0015 | 44016 | 15.0204 | 0.9591 | 0.9047 |
184
+ | 0.0076 | 131.0015 | 44352 | 18.7707 | 0.9636 | 0.9089 |
185
+ | 0.0069 | 132.0015 | 44688 | 21.1344 | 0.9634 | 0.9093 |
186
+ | 0.0086 | 133.0015 | 45024 | 18.7865 | 0.9643 | 0.9103 |
187
+ | 0.008 | 134.0015 | 45360 | 21.7679 | 0.9631 | 0.9090 |
188
+ | 0.0086 | 135.0015 | 45696 | 21.7506 | 0.9635 | 0.9105 |
189
+ | 0.0076 | 136.0015 | 46032 | 22.2837 | 0.9606 | 0.9049 |
190
+ | 0.008 | 137.0015 | 46368 | 16.4026 | 0.9633 | 0.9073 |
191
+ | 0.0078 | 138.0015 | 46704 | 19.1262 | 0.9640 | 0.9114 |
192
+ | 0.0068 | 139.0015 | 47040 | 21.4921 | 0.9632 | 0.9107 |
193
+ | 0.006 | 140.0015 | 47376 | 18.9914 | 0.9618 | 0.9064 |
194
+ | 0.0105 | 141.0014 | 47712 | 20.2923 | 0.9643 | 0.9102 |
195
+ | 0.0078 | 142.0014 | 48048 | 18.3372 | 0.9638 | 0.9116 |
196
+ | 0.008 | 143.0014 | 48384 | 21.3536 | 0.9645 | 0.9103 |
197
+ | 0.0067 | 144.0014 | 48720 | 19.8095 | 0.9641 | 0.9138 |
198
+ | 0.0069 | 145.0014 | 49056 | 20.6651 | 0.9625 | 0.9135 |
199
+ | 0.0059 | 146.0014 | 49392 | 26.9011 | 0.9645 | 0.9126 |
200
+ | 0.0078 | 147.0014 | 49728 | 24.2397 | 0.9639 | 0.9103 |
201
+ | 0.0072 | 148.0014 | 50064 | 22.9266 | 0.9637 | 0.9080 |
202
+ | 0.0058 | 149.0014 | 50400 | 25.1212 | 0.9631 | 0.9107 |
203
+ | 0.0057 | 150.0014 | 50736 | 23.2056 | 0.9637 | 0.9093 |
204
+ | 0.0066 | 151.0014 | 51072 | 25.0150 | 0.9624 | 0.9101 |
205
+ | 0.0079 | 152.0014 | 51408 | 30.4183 | 0.9614 | 0.9075 |
206
+ | 0.0107 | 153.0014 | 51744 | 24.0838 | 0.9638 | 0.9108 |
207
+ | 0.0067 | 154.0014 | 52080 | 27.8235 | 0.9641 | 0.9111 |
208
+ | 0.0051 | 155.0013 | 52416 | 17.7165 | 0.9647 | 0.9064 |
209
+ | 0.0045 | 156.0013 | 52752 | 25.6944 | 0.9656 | 0.9122 |
210
+ | 0.0037 | 157.0013 | 53088 | 33.4122 | 0.9643 | 0.9132 |
211
+ | 0.0057 | 158.0013 | 53424 | 27.7718 | 0.9623 | 0.9124 |
212
+ | 0.0053 | 159.0013 | 53760 | 24.4108 | 0.9613 | 0.9099 |
213
+ | 0.0093 | 160.0013 | 54096 | 27.7845 | 0.9631 | 0.9147 |
214
+ | 0.0059 | 161.0013 | 54432 | 26.1313 | 0.9624 | 0.9096 |
215
+ | 0.005 | 162.0013 | 54768 | 25.9132 | 0.9646 | 0.9101 |
216
+ | 0.0046 | 163.0013 | 55104 | 27.2481 | 0.9645 | 0.9104 |
217
+ | 0.0043 | 164.0013 | 55440 | 26.1628 | 0.9632 | 0.9080 |
218
+ | 0.0048 | 165.0013 | 55776 | 27.8323 | 0.9654 | 0.9112 |
219
+ | 0.009 | 166.0013 | 56112 | 33.3608 | 0.9653 | 0.8949 |
220
+ | 0.0037 | 167.0013 | 56448 | 37.2957 | 0.9634 | 0.9085 |
221
+ | 0.0036 | 168.0012 | 56784 | 33.1197 | 0.9648 | 0.9126 |
222
+ | 0.0037 | 169.0012 | 57120 | 37.9963 | 0.9641 | 0.9108 |
223
+ | 0.0041 | 170.0012 | 57456 | 39.9141 | 0.9639 | 0.9084 |
224
+ | 0.0058 | 171.0012 | 57792 | 41.6867 | 0.9634 | 0.9117 |
225
+ | 0.0047 | 172.0012 | 58128 | 29.9161 | 0.9634 | 0.9035 |
226
+ | 0.0049 | 173.0012 | 58464 | 38.3553 | 0.9635 | 0.9133 |
227
+ | 0.0036 | 174.0012 | 58800 | 39.2338 | 0.9639 | 0.9120 |
228
+ | 0.0038 | 175.0012 | 59136 | 25.2966 | 0.9642 | 0.9124 |
229
+ | 0.0031 | 176.0012 | 59472 | 37.9518 | 0.9645 | 0.9098 |
230
+ | 0.0061 | 177.0012 | 59808 | 31.5752 | 0.9655 | 0.9159 |
231
+ | 0.0039 | 178.0012 | 60144 | 31.6552 | 0.9636 | 0.9110 |
232
+ | 0.0028 | 179.0012 | 60480 | 36.9479 | 0.9641 | 0.9113 |
233
+ | 0.0036 | 180.0012 | 60816 | 30.0278 | 0.9626 | 0.9123 |
234
+ | 0.0047 | 181.0012 | 61152 | 39.5372 | 0.9621 | 0.9120 |
235
+ | 0.0028 | 182.0011 | 61488 | 32.8294 | 0.9646 | 0.9110 |
236
+ | 0.0037 | 183.0011 | 61824 | 35.6372 | 0.9645 | 0.9153 |
237
+ | 0.004 | 184.0011 | 62160 | 45.1993 | 0.9631 | 0.9138 |
238
+ | 0.0037 | 185.0011 | 62496 | 40.1815 | 0.9629 | 0.9096 |
239
+ | 0.0045 | 186.0011 | 62832 | 31.0659 | 0.9641 | 0.9128 |
240
+ | 0.0031 | 187.0011 | 63168 | 48.8519 | 0.9627 | 0.9068 |
241
+ | 0.0034 | 188.0011 | 63504 | 42.3715 | 0.9645 | 0.9135 |
242
+ | 0.0031 | 189.0011 | 63840 | 57.5944 | 0.9639 | 0.9111 |
243
+ | 0.0027 | 190.0011 | 64176 | 45.7431 | 0.9651 | 0.9144 |
244
+ | 0.0033 | 191.0011 | 64512 | 39.2846 | 0.9652 | 0.9160 |
245
+ | 0.0024 | 192.0011 | 64848 | 40.1731 | 0.9652 | 0.9140 |
246
+ | 0.0025 | 193.0011 | 65184 | 51.9353 | 0.9637 | 0.9154 |
247
+ | 0.0021 | 194.0011 | 65520 | 45.9358 | 0.9652 | 0.9158 |
248
+ | 0.0031 | 195.0010 | 65856 | 53.5394 | 0.9647 | 0.9099 |
249
+ | 0.003 | 196.0010 | 66192 | 43.7920 | 0.9645 | 0.9113 |
250
+ | 0.0032 | 197.0010 | 66528 | 30.8682 | 0.9654 | 0.9172 |
251
+ | 0.0043 | 198.0010 | 66864 | 47.5004 | 0.9628 | 0.9060 |
252
+ | 0.0046 | 199.0010 | 67200 | 36.3755 | 0.9612 | 0.9084 |
253
+ | 0.0032 | 200.0010 | 67536 | 47.0794 | 0.9655 | 0.9142 |
254
+ | 0.0035 | 201.0010 | 67872 | 41.2678 | 0.9662 | 0.9160 |
255
+ | 0.0019 | 202.0010 | 68208 | 36.4351 | 0.9654 | 0.9157 |
256
+ | 0.0019 | 203.0010 | 68544 | 41.1641 | 0.9647 | 0.9147 |
257
+ | 0.002 | 204.0010 | 68880 | 34.7505 | 0.9653 | 0.9136 |
258
+ | 0.0017 | 205.0010 | 69216 | 45.4020 | 0.9655 | 0.9133 |
259
+ | 0.0024 | 206.0010 | 69552 | 32.1995 | 0.9647 | 0.9132 |
260
+ | 0.0067 | 207.0010 | 69888 | 43.7479 | 0.9609 | 0.9112 |
261
+ | 0.0025 | 208.0010 | 70224 | 42.6293 | 0.9646 | 0.9120 |
262
+ | 0.0055 | 209.0009 | 70560 | 51.8165 | 0.9606 | 0.9111 |
263
+ | 0.0026 | 210.0009 | 70896 | 47.1401 | 0.9646 | 0.9155 |
264
+ | 0.002 | 211.0009 | 71232 | 39.8431 | 0.9633 | 0.9102 |
265
+ | 0.0019 | 212.0009 | 71568 | 51.8448 | 0.9615 | 0.9107 |
266
+ | 0.0023 | 213.0009 | 71904 | 40.8995 | 0.9641 | 0.9138 |
267
+ | 0.0027 | 214.0009 | 72240 | 41.7483 | 0.9637 | 0.9137 |
268
+ | 0.0031 | 215.0009 | 72576 | 41.5560 | 0.9653 | 0.9160 |
269
+ | 0.0028 | 216.0009 | 72912 | 46.3384 | 0.9640 | 0.9126 |
270
+ | 0.0017 | 217.0009 | 73248 | 50.6346 | 0.9654 | 0.9140 |
271
 
272
 
273
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