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README.md CHANGED
@@ -1,6 +1,7 @@
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  ---
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  library_name: transformers
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- base_model: aubmindlab/bert-base-arabert
 
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  tags:
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  - generated_from_trainer
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  metrics:
@@ -16,12 +17,12 @@ should probably proofread and complete it, then remove this comment. -->
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  # test-push-to-hf
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- This model is a fine-tuned version of [aubmindlab/bert-base-arabert](https://huggingface.co/aubmindlab/bert-base-arabert) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6485
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- - F1: 0.7091
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- - Roc Auc: 0.7870
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- - Accuracy: 0.5722
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  ## Model description
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@@ -52,345 +53,299 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
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  |:-------------:|:------:|:-----:|:---------------:|:------:|:-------:|:--------:|
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- | 0.5683 | 0.0295 | 100 | 0.5486 | 0.5189 | 0.6574 | 0.3535 |
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- | 0.5518 | 0.0589 | 200 | 0.5439 | 0.5378 | 0.6690 | 0.3741 |
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- | 0.5478 | 0.0884 | 300 | 0.5372 | 0.5380 | 0.6691 | 0.3748 |
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- | 0.5477 | 0.1178 | 400 | 0.5322 | 0.5572 | 0.6812 | 0.3984 |
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- | 0.5289 | 0.1473 | 500 | 0.5225 | 0.5539 | 0.6806 | 0.3785 |
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- | 0.511 | 0.1767 | 600 | 0.5141 | 0.5666 | 0.6876 | 0.4035 |
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- | 0.5107 | 0.2062 | 700 | 0.5063 | 0.5741 | 0.6932 | 0.4021 |
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- | 0.5019 | 0.2356 | 800 | 0.4977 | 0.5785 | 0.6961 | 0.4050 |
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- | 0.5065 | 0.2651 | 900 | 0.4998 | 0.5891 | 0.7034 | 0.3704 |
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- | 0.4805 | 0.2946 | 1000 | 0.4946 | 0.6017 | 0.7111 | 0.4197 |
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- | 0.5066 | 0.3240 | 1100 | 0.4882 | 0.5949 | 0.7069 | 0.4212 |
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- | 0.4974 | 0.3535 | 1200 | 0.4959 | 0.6106 | 0.7165 | 0.4219 |
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- | 0.482 | 0.3829 | 1300 | 0.4701 | 0.6126 | 0.7189 | 0.4249 |
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- | 0.4721 | 0.4124 | 1400 | 0.4747 | 0.6176 | 0.7218 | 0.4367 |
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- | 0.4681 | 0.4418 | 1500 | 0.4593 | 0.6116 | 0.7186 | 0.4381 |
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- | 0.4698 | 0.4713 | 1600 | 0.4686 | 0.6196 | 0.7233 | 0.4558 |
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- | 0.4718 | 0.5007 | 1700 | 0.4574 | 0.6439 | 0.7396 | 0.4536 |
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- | 0.4615 | 0.5302 | 1800 | 0.4460 | 0.6440 | 0.7391 | 0.4742 |
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- | 0.4576 | 0.5596 | 1900 | 0.4390 | 0.6301 | 0.7301 | 0.4462 |
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- | 0.4601 | 0.5891 | 2000 | 0.4371 | 0.6344 | 0.7328 | 0.4543 |
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- | 0.4232 | 0.6186 | 2100 | 0.4399 | 0.6540 | 0.7458 | 0.4912 |
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- | 0.44 | 0.6480 | 2200 | 0.4349 | 0.6583 | 0.7489 | 0.4801 |
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- | 0.4324 | 0.6775 | 2300 | 0.4372 | 0.6569 | 0.7479 | 0.4985 |
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- | 0.4479 | 0.7069 | 2400 | 0.4416 | 0.6565 | 0.7475 | 0.4845 |
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- | 0.44 | 0.7364 | 2500 | 0.4307 | 0.6623 | 0.7513 | 0.4912 |
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- | 0.4623 | 0.7658 | 2600 | 0.4482 | 0.6502 | 0.7435 | 0.4831 |
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- | 0.4198 | 0.7953 | 2700 | 0.4180 | 0.6733 | 0.7590 | 0.5081 |
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- | 0.4604 | 0.8247 | 2800 | 0.4148 | 0.6689 | 0.7552 | 0.4963 |
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- | 0.4376 | 0.8542 | 2900 | 0.4163 | 0.6627 | 0.7510 | 0.4838 |
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- | 0.4497 | 0.8837 | 3000 | 0.4160 | 0.6636 | 0.7517 | 0.4926 |
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- | 0.4498 | 0.9131 | 3100 | 0.4121 | 0.6813 | 0.7646 | 0.4934 |
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- | 0.3979 | 0.9426 | 3200 | 0.4180 | 0.6743 | 0.7592 | 0.5140 |
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- | 0.4453 | 0.9720 | 3300 | 0.4107 | 0.6840 | 0.7660 | 0.5162 |
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- | 0.4071 | 1.0015 | 3400 | 0.4096 | 0.6804 | 0.7630 | 0.5280 |
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- | 0.3782 | 1.0309 | 3500 | 0.4139 | 0.6736 | 0.7589 | 0.5199 |
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- | 0.3827 | 1.0604 | 3600 | 0.4152 | 0.6745 | 0.7592 | 0.5353 |
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- | 0.3823 | 1.0898 | 3700 | 0.4054 | 0.6862 | 0.7678 | 0.5376 |
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- | 0.4177 | 1.1193 | 3800 | 0.4074 | 0.6964 | 0.7757 | 0.5405 |
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- | 0.406 | 1.1487 | 3900 | 0.4111 | 0.6906 | 0.7720 | 0.5295 |
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- | 0.381 | 1.1782 | 4000 | 0.4144 | 0.6809 | 0.7643 | 0.5353 |
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- | 0.382 | 1.2077 | 4100 | 0.4126 | 0.6925 | 0.7732 | 0.5390 |
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- | 0.4037 | 1.2371 | 4200 | 0.4063 | 0.6820 | 0.7649 | 0.5361 |
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- | 0.3962 | 1.2666 | 4300 | 0.4034 | 0.6878 | 0.7691 | 0.5449 |
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- | 0.3818 | 1.2960 | 4400 | 0.4135 | 0.6857 | 0.7689 | 0.5258 |
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- | 0.4164 | 1.3255 | 4500 | 0.4164 | 0.6798 | 0.7641 | 0.5228 |
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- | 0.3739 | 1.3549 | 4600 | 0.4218 | 0.6848 | 0.7676 | 0.5295 |
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- | 0.4021 | 1.3844 | 4700 | 0.4090 | 0.6940 | 0.7745 | 0.5412 |
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- | 0.3975 | 1.4138 | 4800 | 0.4045 | 0.6932 | 0.7732 | 0.5442 |
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- | 0.3729 | 1.4433 | 4900 | 0.4095 | 0.6926 | 0.7735 | 0.5434 |
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- | 0.3791 | 1.4728 | 5000 | 0.4027 | 0.6968 | 0.7759 | 0.5464 |
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- | 0.3846 | 1.5022 | 5100 | 0.4020 | 0.6995 | 0.7775 | 0.5560 |
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- | 0.3556 | 1.5317 | 5200 | 0.3989 | 0.6920 | 0.7719 | 0.5538 |
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- | 0.4151 | 1.5611 | 5300 | 0.3935 | 0.6847 | 0.7663 | 0.5493 |
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- | 0.3873 | 1.5906 | 5400 | 0.3982 | 0.6932 | 0.7729 | 0.5412 |
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- | 0.393 | 1.6200 | 5500 | 0.4197 | 0.6749 | 0.7603 | 0.5147 |
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- | 0.3951 | 1.6495 | 5600 | 0.3907 | 0.6913 | 0.7713 | 0.5486 |
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- | 0.354 | 1.6789 | 5700 | 0.4051 | 0.6960 | 0.7744 | 0.5457 |
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- | 0.3851 | 1.7084 | 5800 | 0.3885 | 0.6971 | 0.7754 | 0.5501 |
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- | 0.3913 | 1.7378 | 5900 | 0.4128 | 0.6861 | 0.7684 | 0.5272 |
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- | 0.3578 | 1.7673 | 6000 | 0.3961 | 0.6938 | 0.7730 | 0.5486 |
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- | 0.3622 | 1.7968 | 6100 | 0.3946 | 0.6918 | 0.7711 | 0.5464 |
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- | 0.3734 | 1.8262 | 6200 | 0.3856 | 0.7079 | 0.7834 | 0.5626 |
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- | 0.4016 | 1.8557 | 6300 | 0.3910 | 0.6958 | 0.7751 | 0.5412 |
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- | 0.383 | 1.8851 | 6400 | 0.3979 | 0.6995 | 0.7777 | 0.5434 |
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- | 0.3855 | 1.9146 | 6500 | 0.3927 | 0.7004 | 0.7783 | 0.5523 |
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- | 0.391 | 1.9440 | 6600 | 0.3954 | 0.7030 | 0.7805 | 0.5545 |
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- | 0.3732 | 1.9735 | 6700 | 0.3890 | 0.7094 | 0.7855 | 0.5560 |
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- | 0.3744 | 2.0029 | 6800 | 0.3899 | 0.7073 | 0.7830 | 0.5596 |
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- | 0.3623 | 2.0324 | 6900 | 0.3964 | 0.7026 | 0.7790 | 0.5552 |
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- | 0.3408 | 2.0619 | 7000 | 0.3976 | 0.6974 | 0.7761 | 0.5677 |
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- | 0.3533 | 2.0913 | 7100 | 0.4105 | 0.6991 | 0.7781 | 0.5486 |
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- | 0.3246 | 2.1208 | 7200 | 0.4001 | 0.7026 | 0.7799 | 0.5582 |
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- | 0.3321 | 2.1502 | 7300 | 0.3990 | 0.7030 | 0.7803 | 0.5567 |
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- | 0.3474 | 2.1797 | 7400 | 0.3994 | 0.7028 | 0.7798 | 0.5626 |
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- | 0.344 | 2.2091 | 7500 | 0.3925 | 0.7019 | 0.7784 | 0.5552 |
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- | 0.331 | 2.2386 | 7600 | 0.3919 | 0.7116 | 0.7855 | 0.5766 |
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- | 0.3797 | 2.2680 | 7700 | 0.4194 | 0.6988 | 0.7777 | 0.5486 |
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- | 0.3225 | 2.2975 | 7800 | 0.3973 | 0.7077 | 0.7841 | 0.5641 |
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- | 0.3585 | 2.3270 | 7900 | 0.4069 | 0.7013 | 0.7794 | 0.5449 |
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- | 0.3153 | 2.3564 | 8000 | 0.4231 | 0.7008 | 0.7789 | 0.5552 |
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- | 0.3198 | 2.3859 | 8100 | 0.4040 | 0.7085 | 0.7844 | 0.5663 |
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- | 0.3673 | 2.4153 | 8200 | 0.3975 | 0.7042 | 0.7814 | 0.5515 |
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- | 0.3688 | 2.4448 | 8300 | 0.3982 | 0.7094 | 0.7852 | 0.5596 |
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- | 0.344 | 2.4742 | 8400 | 0.4076 | 0.7098 | 0.7847 | 0.5685 |
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- | 0.3512 | 2.5037 | 8500 | 0.3958 | 0.7063 | 0.7817 | 0.5545 |
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- | 0.3509 | 2.5331 | 8600 | 0.4036 | 0.7078 | 0.7835 | 0.5604 |
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- | 0.3589 | 2.5626 | 8700 | 0.3890 | 0.7047 | 0.7810 | 0.5545 |
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- | 0.3452 | 2.5920 | 8800 | 0.4227 | 0.6978 | 0.7773 | 0.5427 |
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- | 0.3141 | 2.6215 | 8900 | 0.4056 | 0.7073 | 0.7838 | 0.5641 |
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- | 0.3437 | 2.6510 | 9000 | 0.4207 | 0.7052 | 0.7810 | 0.5670 |
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- | 0.3608 | 2.6804 | 9100 | 0.3964 | 0.7011 | 0.7798 | 0.5471 |
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- | 0.3302 | 2.7099 | 9200 | 0.4152 | 0.7001 | 0.7788 | 0.5530 |
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- | 0.3402 | 2.7393 | 9300 | 0.4090 | 0.7081 | 0.7841 | 0.5670 |
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- | 0.3357 | 2.7688 | 9400 | 0.4196 | 0.7000 | 0.7792 | 0.5398 |
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- | 0.3384 | 2.7982 | 9500 | 0.4220 | 0.6962 | 0.7771 | 0.5317 |
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- | 0.3492 | 2.8277 | 9600 | 0.3905 | 0.7058 | 0.7825 | 0.5574 |
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- | 0.343 | 2.8571 | 9700 | 0.3983 | 0.7004 | 0.7783 | 0.5552 |
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- | 0.3142 | 2.8866 | 9800 | 0.4154 | 0.7066 | 0.7826 | 0.5692 |
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- | 0.3297 | 2.9161 | 9900 | 0.4211 | 0.7014 | 0.7793 | 0.5655 |
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- | 0.3191 | 2.9455 | 10000 | 0.4070 | 0.7075 | 0.7839 | 0.5655 |
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- | 0.3266 | 2.9750 | 10100 | 0.4149 | 0.7123 | 0.7877 | 0.5729 |
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- | 0.3409 | 3.0044 | 10200 | 0.4193 | 0.6976 | 0.7771 | 0.5434 |
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- | 0.3338 | 3.0339 | 10300 | 0.4066 | 0.6992 | 0.7783 | 0.5449 |
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- | 0.2782 | 3.0633 | 10400 | 0.4311 | 0.7119 | 0.7866 | 0.5722 |
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- | 0.2916 | 3.0928 | 10500 | 0.4254 | 0.7056 | 0.7833 | 0.5515 |
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- | 0.2889 | 3.1222 | 10600 | 0.4096 | 0.7132 | 0.7882 | 0.5744 |
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- | 0.3368 | 3.1517 | 10700 | 0.4182 | 0.7050 | 0.7820 | 0.5641 |
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- | 0.2989 | 3.1811 | 10800 | 0.4085 | 0.7067 | 0.7842 | 0.5596 |
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- | 0.2831 | 3.2106 | 10900 | 0.4276 | 0.7041 | 0.7826 | 0.5567 |
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- | 0.3355 | 3.2401 | 11000 | 0.4244 | 0.7002 | 0.7800 | 0.5464 |
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- | 0.3078 | 3.2695 | 11100 | 0.4306 | 0.6966 | 0.7764 | 0.5560 |
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- | 0.2919 | 3.2990 | 11200 | 0.4469 | 0.6952 | 0.7754 | 0.5523 |
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- | 0.3357 | 3.3284 | 11300 | 0.4272 | 0.6997 | 0.7785 | 0.5619 |
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- | 0.2958 | 3.3579 | 11400 | 0.4277 | 0.7009 | 0.7794 | 0.5501 |
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- | 0.3133 | 3.3873 | 11500 | 0.4305 | 0.6923 | 0.7731 | 0.5530 |
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- | 0.3229 | 3.4168 | 11600 | 0.4243 | 0.6982 | 0.7770 | 0.5552 |
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- | 0.2733 | 3.4462 | 11700 | 0.4384 | 0.7065 | 0.7829 | 0.5692 |
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- | 0.3035 | 3.4757 | 11800 | 0.4309 | 0.7090 | 0.7857 | 0.5589 |
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- | 0.2842 | 3.5052 | 11900 | 0.4319 | 0.7139 | 0.7889 | 0.5692 |
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- | 0.2976 | 3.5346 | 12000 | 0.4285 | 0.7112 | 0.7876 | 0.5530 |
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- | 0.2719 | 3.5641 | 12100 | 0.4349 | 0.7075 | 0.7850 | 0.5685 |
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- | 0.3097 | 3.5935 | 12200 | 0.4448 | 0.7092 | 0.7861 | 0.5604 |
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- | 0.2906 | 3.6230 | 12300 | 0.4535 | 0.6940 | 0.7745 | 0.5641 |
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- | 0.3049 | 3.6524 | 12400 | 0.4335 | 0.7056 | 0.7838 | 0.5619 |
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- | 0.3068 | 3.6819 | 12500 | 0.4574 | 0.7038 | 0.7820 | 0.5479 |
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- | 0.3207 | 3.7113 | 12600 | 0.4325 | 0.7001 | 0.7792 | 0.5626 |
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- | 0.3209 | 3.7408 | 12700 | 0.4303 | 0.7049 | 0.7824 | 0.5619 |
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- | 0.263 | 3.7703 | 12800 | 0.4390 | 0.7061 | 0.7846 | 0.5574 |
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- | 0.3311 | 3.7997 | 12900 | 0.4523 | 0.7048 | 0.7847 | 0.5420 |
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- | 0.3033 | 3.8292 | 13000 | 0.4286 | 0.7089 | 0.7850 | 0.5670 |
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- | 0.2923 | 3.8586 | 13100 | 0.4334 | 0.7071 | 0.7845 | 0.5574 |
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- | 0.2984 | 3.8881 | 13200 | 0.4251 | 0.7085 | 0.7858 | 0.5508 |
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- | 0.3012 | 3.9175 | 13300 | 0.4296 | 0.7104 | 0.7857 | 0.5788 |
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- | 0.2649 | 3.9470 | 13400 | 0.4377 | 0.7107 | 0.7863 | 0.5803 |
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- | 0.3159 | 3.9764 | 13500 | 0.4348 | 0.7004 | 0.7801 | 0.5479 |
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- | 0.3003 | 4.0059 | 13600 | 0.4218 | 0.7028 | 0.7815 | 0.5515 |
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- | 0.2486 | 4.0353 | 13700 | 0.4434 | 0.7009 | 0.7797 | 0.5457 |
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- | 0.2499 | 4.0648 | 13800 | 0.4696 | 0.6952 | 0.7778 | 0.5339 |
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- | 0.2489 | 4.0943 | 13900 | 0.4582 | 0.7087 | 0.7856 | 0.5626 |
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- | 0.2652 | 4.1237 | 14000 | 0.4492 | 0.7074 | 0.7854 | 0.5641 |
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- | 0.2617 | 4.1532 | 14100 | 0.4600 | 0.7072 | 0.7855 | 0.5501 |
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- | 0.2435 | 4.1826 | 14200 | 0.4684 | 0.7090 | 0.7873 | 0.5604 |
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- | 0.2248 | 4.2121 | 14300 | 0.4744 | 0.7106 | 0.7876 | 0.5648 |
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- | 0.2357 | 4.2415 | 14400 | 0.4963 | 0.7045 | 0.7826 | 0.5596 |
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- | 0.2891 | 4.2710 | 14500 | 0.4866 | 0.6970 | 0.7784 | 0.5420 |
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- | 0.29 | 4.3004 | 14600 | 0.4533 | 0.7033 | 0.7820 | 0.5530 |
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- | 0.2336 | 4.3299 | 14700 | 0.4843 | 0.7092 | 0.7856 | 0.5736 |
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- | 0.2802 | 4.3594 | 14800 | 0.4797 | 0.7072 | 0.7844 | 0.5663 |
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- | 0.2423 | 4.3888 | 14900 | 0.4794 | 0.7068 | 0.7844 | 0.5641 |
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- | 0.2692 | 4.4183 | 15000 | 0.4911 | 0.7010 | 0.7814 | 0.5523 |
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- | 0.2817 | 4.4477 | 15100 | 0.4779 | 0.7021 | 0.7806 | 0.5582 |
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- | 0.2956 | 4.4772 | 15200 | 0.4680 | 0.6982 | 0.7782 | 0.5486 |
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- | 0.3041 | 4.5066 | 15300 | 0.4542 | 0.6997 | 0.7794 | 0.5523 |
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- | 0.3023 | 4.5361 | 15400 | 0.4543 | 0.7026 | 0.7820 | 0.5479 |
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- | 0.2436 | 4.5655 | 15500 | 0.4618 | 0.7040 | 0.7821 | 0.5574 |
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- | 0.2754 | 4.5950 | 15600 | 0.4723 | 0.6929 | 0.7738 | 0.5515 |
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- | 0.2687 | 4.6244 | 15700 | 0.4700 | 0.6950 | 0.7756 | 0.5508 |
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- | 0.3058 | 4.6539 | 15800 | 0.4623 | 0.6932 | 0.7746 | 0.5449 |
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- | 0.2764 | 4.6834 | 15900 | 0.4815 | 0.7010 | 0.7805 | 0.5493 |
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- | 0.2889 | 4.7128 | 16000 | 0.4673 | 0.6978 | 0.7776 | 0.5457 |
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- | 0.2704 | 4.7423 | 16100 | 0.4706 | 0.7017 | 0.7800 | 0.5589 |
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- | 0.2409 | 4.7717 | 16200 | 0.4924 | 0.7027 | 0.7813 | 0.5552 |
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- | 0.2604 | 4.8012 | 16300 | 0.4941 | 0.7013 | 0.7800 | 0.5700 |
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- | 0.2791 | 4.8306 | 16400 | 0.4838 | 0.7005 | 0.7792 | 0.5582 |
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- | 0.2874 | 4.8601 | 16500 | 0.4696 | 0.7061 | 0.7835 | 0.5619 |
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- | 0.248 | 4.8895 | 16600 | 0.4647 | 0.7055 | 0.7834 | 0.5626 |
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- | 0.2557 | 4.9190 | 16700 | 0.4713 | 0.7053 | 0.7826 | 0.5655 |
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- | 0.2427 | 4.9485 | 16800 | 0.4702 | 0.7049 | 0.7832 | 0.5604 |
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- | 0.2726 | 4.9779 | 16900 | 0.4679 | 0.7066 | 0.7843 | 0.5641 |
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- | 0.2536 | 5.0074 | 17000 | 0.4789 | 0.7024 | 0.7813 | 0.5515 |
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- | 0.2316 | 5.0368 | 17100 | 0.4860 | 0.7086 | 0.7857 | 0.5641 |
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- | 0.234 | 5.0663 | 17200 | 0.4986 | 0.7087 | 0.7854 | 0.5700 |
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- | 0.2024 | 5.0957 | 17300 | 0.4912 | 0.7043 | 0.7822 | 0.5685 |
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- | 0.2346 | 5.1252 | 17400 | 0.5022 | 0.7069 | 0.7846 | 0.5655 |
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- | 0.2355 | 5.1546 | 17500 | 0.5009 | 0.6962 | 0.7765 | 0.5582 |
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- | 0.2682 | 5.1841 | 17600 | 0.4998 | 0.7078 | 0.7868 | 0.5486 |
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- | 0.2096 | 5.2135 | 17700 | 0.5051 | 0.7043 | 0.7831 | 0.5582 |
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- | 0.2312 | 5.2430 | 17800 | 0.5019 | 0.7067 | 0.7848 | 0.5596 |
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- | 0.2366 | 5.2725 | 17900 | 0.5081 | 0.7103 | 0.7881 | 0.5604 |
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- | 0.2487 | 5.3019 | 18000 | 0.5083 | 0.7094 | 0.7871 | 0.5663 |
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- | 0.257 | 5.3314 | 18100 | 0.5027 | 0.7016 | 0.7801 | 0.5670 |
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- | 0.2474 | 5.3608 | 18200 | 0.5228 | 0.7024 | 0.7824 | 0.5545 |
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- | 0.2397 | 5.3903 | 18300 | 0.5112 | 0.7010 | 0.7799 | 0.5589 |
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- | 0.2057 | 5.4197 | 18400 | 0.5178 | 0.7040 | 0.7821 | 0.5633 |
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- | 0.2577 | 5.4492 | 18500 | 0.5143 | 0.6968 | 0.7769 | 0.5530 |
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- | 0.2177 | 5.4786 | 18600 | 0.5138 | 0.7050 | 0.7837 | 0.5552 |
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- | 0.2077 | 5.5081 | 18700 | 0.5189 | 0.7080 | 0.7858 | 0.5670 |
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- | 0.2326 | 5.5376 | 18800 | 0.5221 | 0.7066 | 0.7848 | 0.5626 |
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- | 0.2159 | 5.5670 | 18900 | 0.5412 | 0.7083 | 0.7864 | 0.5626 |
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- | 0.2322 | 5.5965 | 19000 | 0.5340 | 0.7066 | 0.7854 | 0.5582 |
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- | 0.2785 | 5.6259 | 19100 | 0.5162 | 0.7061 | 0.7846 | 0.5530 |
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- | 0.2601 | 5.6554 | 19200 | 0.5152 | 0.7079 | 0.7861 | 0.5567 |
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- | 0.2177 | 5.6848 | 19300 | 0.5100 | 0.7057 | 0.7841 | 0.5596 |
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- | 0.2536 | 5.7143 | 19400 | 0.5135 | 0.7079 | 0.7851 | 0.5707 |
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- | 0.277 | 5.7437 | 19500 | 0.5090 | 0.7063 | 0.7842 | 0.5626 |
250
- | 0.2341 | 5.7732 | 19600 | 0.5194 | 0.7078 | 0.7865 | 0.5589 |
251
- | 0.2651 | 5.8027 | 19700 | 0.5012 | 0.7031 | 0.7819 | 0.5663 |
252
- | 0.2112 | 5.8321 | 19800 | 0.5193 | 0.7077 | 0.7858 | 0.5619 |
253
- | 0.2365 | 5.8616 | 19900 | 0.5039 | 0.7112 | 0.7881 | 0.5803 |
254
- | 0.2395 | 5.8910 | 20000 | 0.5048 | 0.7055 | 0.7836 | 0.5700 |
255
- | 0.1981 | 5.9205 | 20100 | 0.5215 | 0.7107 | 0.7879 | 0.5700 |
256
- | 0.3011 | 5.9499 | 20200 | 0.5177 | 0.7080 | 0.7858 | 0.5677 |
257
- | 0.2501 | 5.9794 | 20300 | 0.5356 | 0.7113 | 0.7886 | 0.5655 |
258
- | 0.2144 | 6.0088 | 20400 | 0.5252 | 0.7058 | 0.7843 | 0.5648 |
259
- | 0.2524 | 6.0383 | 20500 | 0.5259 | 0.7082 | 0.7854 | 0.5729 |
260
- | 0.2052 | 6.0677 | 20600 | 0.5403 | 0.7119 | 0.7882 | 0.5707 |
261
- | 0.1836 | 6.0972 | 20700 | 0.5622 | 0.7095 | 0.7873 | 0.5641 |
262
- | 0.2122 | 6.1267 | 20800 | 0.5459 | 0.7092 | 0.7870 | 0.5663 |
263
- | 0.2215 | 6.1561 | 20900 | 0.5392 | 0.7096 | 0.7869 | 0.5707 |
264
- | 0.2186 | 6.1856 | 21000 | 0.5310 | 0.7104 | 0.7873 | 0.5700 |
265
- | 0.231 | 6.2150 | 21100 | 0.5403 | 0.7104 | 0.7867 | 0.5758 |
266
- | 0.2108 | 6.2445 | 21200 | 0.5425 | 0.7144 | 0.7898 | 0.5803 |
267
- | 0.2295 | 6.2739 | 21300 | 0.5570 | 0.7135 | 0.7893 | 0.5736 |
268
- | 0.1834 | 6.3034 | 21400 | 0.5466 | 0.7081 | 0.7852 | 0.5736 |
269
- | 0.2323 | 6.3328 | 21500 | 0.5371 | 0.7083 | 0.7856 | 0.5619 |
270
- | 0.2289 | 6.3623 | 21600 | 0.5482 | 0.7034 | 0.7828 | 0.5567 |
271
- | 0.2176 | 6.3918 | 21700 | 0.5411 | 0.7058 | 0.7842 | 0.5663 |
272
- | 0.2181 | 6.4212 | 21800 | 0.5464 | 0.7029 | 0.7818 | 0.5641 |
273
- | 0.2226 | 6.4507 | 21900 | 0.5492 | 0.7051 | 0.7830 | 0.5677 |
274
- | 0.2158 | 6.4801 | 22000 | 0.5598 | 0.7076 | 0.7847 | 0.5781 |
275
- | 0.2144 | 6.5096 | 22100 | 0.5563 | 0.7087 | 0.7859 | 0.5685 |
276
- | 0.2229 | 6.5390 | 22200 | 0.5551 | 0.7129 | 0.7894 | 0.5677 |
277
- | 0.2422 | 6.5685 | 22300 | 0.5586 | 0.7074 | 0.7857 | 0.5655 |
278
- | 0.2172 | 6.5979 | 22400 | 0.5717 | 0.7077 | 0.7871 | 0.5552 |
279
- | 0.218 | 6.6274 | 22500 | 0.5765 | 0.7105 | 0.7888 | 0.5626 |
280
- | 0.2602 | 6.6568 | 22600 | 0.5591 | 0.7090 | 0.7874 | 0.5574 |
281
- | 0.2209 | 6.6863 | 22700 | 0.5526 | 0.7074 | 0.7854 | 0.5619 |
282
- | 0.205 | 6.7158 | 22800 | 0.5513 | 0.7028 | 0.7815 | 0.5611 |
283
- | 0.2318 | 6.7452 | 22900 | 0.5467 | 0.7028 | 0.7822 | 0.5552 |
284
- | 0.2192 | 6.7747 | 23000 | 0.5433 | 0.7060 | 0.7841 | 0.5611 |
285
- | 0.1521 | 6.8041 | 23100 | 0.5610 | 0.7075 | 0.7856 | 0.5641 |
286
- | 0.2113 | 6.8336 | 23200 | 0.5638 | 0.7055 | 0.7842 | 0.5582 |
287
- | 0.1737 | 6.8630 | 23300 | 0.5731 | 0.7049 | 0.7835 | 0.5685 |
288
- | 0.1797 | 6.8925 | 23400 | 0.5733 | 0.7066 | 0.7854 | 0.5604 |
289
- | 0.1942 | 6.9219 | 23500 | 0.5771 | 0.6997 | 0.7801 | 0.5589 |
290
- | 0.2136 | 6.9514 | 23600 | 0.5748 | 0.7079 | 0.7854 | 0.5758 |
291
- | 0.2214 | 6.9809 | 23700 | 0.5696 | 0.7061 | 0.7840 | 0.5641 |
292
- | 0.218 | 7.0103 | 23800 | 0.5683 | 0.7062 | 0.7854 | 0.5589 |
293
- | 0.1605 | 7.0398 | 23900 | 0.5788 | 0.7049 | 0.7835 | 0.5692 |
294
- | 0.2179 | 7.0692 | 24000 | 0.5793 | 0.7034 | 0.7825 | 0.5648 |
295
- | 0.1715 | 7.0987 | 24100 | 0.5830 | 0.7023 | 0.7813 | 0.5677 |
296
- | 0.1856 | 7.1281 | 24200 | 0.5972 | 0.7081 | 0.7852 | 0.5744 |
297
- | 0.2173 | 7.1576 | 24300 | 0.5977 | 0.7004 | 0.7807 | 0.5508 |
298
- | 0.2146 | 7.1870 | 24400 | 0.5931 | 0.7047 | 0.7839 | 0.5560 |
299
- | 0.2163 | 7.2165 | 24500 | 0.5819 | 0.7055 | 0.7839 | 0.5663 |
300
- | 0.2081 | 7.2459 | 24600 | 0.5884 | 0.7090 | 0.7876 | 0.5619 |
301
- | 0.191 | 7.2754 | 24700 | 0.5876 | 0.7053 | 0.7840 | 0.5648 |
302
- | 0.2131 | 7.3049 | 24800 | 0.5991 | 0.7089 | 0.7866 | 0.5692 |
303
- | 0.1906 | 7.3343 | 24900 | 0.6049 | 0.7087 | 0.7867 | 0.5663 |
304
- | 0.1769 | 7.3638 | 25000 | 0.6066 | 0.7115 | 0.7887 | 0.5714 |
305
- | 0.1756 | 7.3932 | 25100 | 0.6033 | 0.7063 | 0.7850 | 0.5641 |
306
- | 0.2134 | 7.4227 | 25200 | 0.6071 | 0.7082 | 0.7860 | 0.5714 |
307
- | 0.1934 | 7.4521 | 25300 | 0.6076 | 0.7102 | 0.7874 | 0.5758 |
308
- | 0.167 | 7.4816 | 25400 | 0.6065 | 0.7080 | 0.7856 | 0.5663 |
309
- | 0.22 | 7.5110 | 25500 | 0.5969 | 0.7022 | 0.7817 | 0.5596 |
310
- | 0.2378 | 7.5405 | 25600 | 0.5936 | 0.7072 | 0.7853 | 0.5655 |
311
- | 0.2168 | 7.5700 | 25700 | 0.5928 | 0.7064 | 0.7847 | 0.5633 |
312
- | 0.2075 | 7.5994 | 25800 | 0.5951 | 0.7075 | 0.7856 | 0.5677 |
313
- | 0.1931 | 7.6289 | 25900 | 0.6002 | 0.7093 | 0.7866 | 0.5700 |
314
- | 0.2122 | 7.6583 | 26000 | 0.6005 | 0.7061 | 0.7843 | 0.5677 |
315
- | 0.166 | 7.6878 | 26100 | 0.6078 | 0.7104 | 0.7878 | 0.5670 |
316
- | 0.207 | 7.7172 | 26200 | 0.5999 | 0.7104 | 0.7880 | 0.5670 |
317
- | 0.1837 | 7.7467 | 26300 | 0.6053 | 0.7074 | 0.7859 | 0.5655 |
318
- | 0.17 | 7.7761 | 26400 | 0.6092 | 0.7098 | 0.7871 | 0.5729 |
319
- | 0.1951 | 7.8056 | 26500 | 0.6116 | 0.7067 | 0.7847 | 0.5707 |
320
- | 0.2193 | 7.8351 | 26600 | 0.6221 | 0.7076 | 0.7853 | 0.5655 |
321
- | 0.1834 | 7.8645 | 26700 | 0.6104 | 0.7106 | 0.7874 | 0.5751 |
322
- | 0.2013 | 7.8940 | 26800 | 0.6072 | 0.7102 | 0.7877 | 0.5670 |
323
- | 0.1935 | 7.9234 | 26900 | 0.6089 | 0.7092 | 0.7869 | 0.5663 |
324
- | 0.177 | 7.9529 | 27000 | 0.6180 | 0.7076 | 0.7855 | 0.5648 |
325
- | 0.1728 | 7.9823 | 27100 | 0.6171 | 0.7100 | 0.7872 | 0.5670 |
326
- | 0.1942 | 8.0118 | 27200 | 0.6125 | 0.7088 | 0.7864 | 0.5729 |
327
- | 0.17 | 8.0412 | 27300 | 0.6152 | 0.7072 | 0.7853 | 0.5714 |
328
- | 0.1549 | 8.0707 | 27400 | 0.6229 | 0.7066 | 0.7845 | 0.5677 |
329
- | 0.2097 | 8.1001 | 27500 | 0.6341 | 0.7065 | 0.7846 | 0.5655 |
330
- | 0.194 | 8.1296 | 27600 | 0.6237 | 0.7097 | 0.7872 | 0.5758 |
331
- | 0.1718 | 8.1591 | 27700 | 0.6291 | 0.7092 | 0.7864 | 0.5707 |
332
- | 0.1769 | 8.1885 | 27800 | 0.6254 | 0.7118 | 0.7890 | 0.5729 |
333
- | 0.183 | 8.2180 | 27900 | 0.6224 | 0.7100 | 0.7875 | 0.5714 |
334
- | 0.1731 | 8.2474 | 28000 | 0.6258 | 0.7075 | 0.7853 | 0.5641 |
335
- | 0.1888 | 8.2769 | 28100 | 0.6301 | 0.7069 | 0.7852 | 0.5692 |
336
- | 0.1798 | 8.3063 | 28200 | 0.6304 | 0.7097 | 0.7874 | 0.5729 |
337
- | 0.2027 | 8.3358 | 28300 | 0.6253 | 0.7102 | 0.7877 | 0.5685 |
338
- | 0.2199 | 8.3652 | 28400 | 0.6309 | 0.7106 | 0.7885 | 0.5707 |
339
- | 0.1632 | 8.3947 | 28500 | 0.6350 | 0.7112 | 0.7881 | 0.5758 |
340
- | 0.1807 | 8.4242 | 28600 | 0.6258 | 0.7104 | 0.7880 | 0.5707 |
341
- | 0.1894 | 8.4536 | 28700 | 0.6278 | 0.7077 | 0.7860 | 0.5707 |
342
- | 0.1889 | 8.4831 | 28800 | 0.6233 | 0.7107 | 0.7878 | 0.5758 |
343
- | 0.2333 | 8.5125 | 28900 | 0.6177 | 0.7079 | 0.7862 | 0.5663 |
344
- | 0.1983 | 8.5420 | 29000 | 0.6173 | 0.7092 | 0.7872 | 0.5633 |
345
- | 0.1962 | 8.5714 | 29100 | 0.6195 | 0.7065 | 0.7852 | 0.5655 |
346
- | 0.1509 | 8.6009 | 29200 | 0.6237 | 0.7093 | 0.7874 | 0.5677 |
347
- | 0.1813 | 8.6303 | 29300 | 0.6258 | 0.7110 | 0.7885 | 0.5729 |
348
- | 0.201 | 8.6598 | 29400 | 0.6294 | 0.7073 | 0.7857 | 0.5670 |
349
- | 0.1419 | 8.6892 | 29500 | 0.6365 | 0.7072 | 0.7858 | 0.5655 |
350
- | 0.1482 | 8.7187 | 29600 | 0.6364 | 0.7081 | 0.7863 | 0.5714 |
351
- | 0.1634 | 8.7482 | 29700 | 0.6417 | 0.7074 | 0.7854 | 0.5714 |
352
- | 0.1888 | 8.7776 | 29800 | 0.6411 | 0.7047 | 0.7839 | 0.5655 |
353
- | 0.159 | 8.8071 | 29900 | 0.6393 | 0.7083 | 0.7862 | 0.5714 |
354
- | 0.1792 | 8.8365 | 30000 | 0.6350 | 0.7106 | 0.7877 | 0.5744 |
355
- | 0.1877 | 8.8660 | 30100 | 0.6339 | 0.7072 | 0.7858 | 0.5641 |
356
- | 0.1423 | 8.8954 | 30200 | 0.6389 | 0.7069 | 0.7854 | 0.5648 |
357
- | 0.1754 | 8.9249 | 30300 | 0.6377 | 0.7077 | 0.7860 | 0.5677 |
358
- | 0.1839 | 8.9543 | 30400 | 0.6385 | 0.7094 | 0.7871 | 0.5707 |
359
- | 0.1638 | 8.9838 | 30500 | 0.6386 | 0.7094 | 0.7873 | 0.5692 |
360
- | 0.1509 | 9.0133 | 30600 | 0.6456 | 0.7070 | 0.7854 | 0.5641 |
361
- | 0.1339 | 9.0427 | 30700 | 0.6498 | 0.7058 | 0.7845 | 0.5648 |
362
- | 0.1789 | 9.0722 | 30800 | 0.6474 | 0.7076 | 0.7858 | 0.5641 |
363
- | 0.1475 | 9.1016 | 30900 | 0.6479 | 0.7085 | 0.7866 | 0.5707 |
364
- | 0.2169 | 9.1311 | 31000 | 0.6489 | 0.7089 | 0.7869 | 0.5692 |
365
- | 0.1722 | 9.1605 | 31100 | 0.6510 | 0.7062 | 0.7851 | 0.5655 |
366
- | 0.1608 | 9.1900 | 31200 | 0.6487 | 0.7069 | 0.7855 | 0.5670 |
367
- | 0.1566 | 9.2194 | 31300 | 0.6532 | 0.7064 | 0.7849 | 0.5677 |
368
- | 0.1638 | 9.2489 | 31400 | 0.6517 | 0.7056 | 0.7847 | 0.5663 |
369
- | 0.1402 | 9.2784 | 31500 | 0.6525 | 0.7087 | 0.7865 | 0.5751 |
370
- | 0.1611 | 9.3078 | 31600 | 0.6523 | 0.7064 | 0.7852 | 0.5663 |
371
- | 0.2054 | 9.3373 | 31700 | 0.6497 | 0.7071 | 0.7861 | 0.5663 |
372
- | 0.1691 | 9.3667 | 31800 | 0.6490 | 0.7083 | 0.7864 | 0.5692 |
373
- | 0.1886 | 9.3962 | 31900 | 0.6476 | 0.7079 | 0.7861 | 0.5729 |
374
- | 0.1799 | 9.4256 | 32000 | 0.6481 | 0.7108 | 0.7883 | 0.5729 |
375
- | 0.156 | 9.4551 | 32100 | 0.6474 | 0.7084 | 0.7867 | 0.5685 |
376
- | 0.1299 | 9.4845 | 32200 | 0.6495 | 0.7113 | 0.7888 | 0.5722 |
377
- | 0.1498 | 9.5140 | 32300 | 0.6507 | 0.7103 | 0.7879 | 0.5722 |
378
- | 0.1738 | 9.5434 | 32400 | 0.6518 | 0.7108 | 0.7884 | 0.5707 |
379
- | 0.1956 | 9.5729 | 32500 | 0.6498 | 0.7109 | 0.7885 | 0.5744 |
380
- | 0.1743 | 9.6024 | 32600 | 0.6522 | 0.7093 | 0.7874 | 0.5685 |
381
- | 0.1731 | 9.6318 | 32700 | 0.6515 | 0.7098 | 0.7877 | 0.5714 |
382
- | 0.165 | 9.6613 | 32800 | 0.6510 | 0.7082 | 0.7865 | 0.5700 |
383
- | 0.1812 | 9.6907 | 32900 | 0.6500 | 0.7072 | 0.7858 | 0.5677 |
384
- | 0.2036 | 9.7202 | 33000 | 0.6490 | 0.7080 | 0.7861 | 0.5707 |
385
- | 0.1659 | 9.7496 | 33100 | 0.6491 | 0.7093 | 0.7872 | 0.5729 |
386
- | 0.1456 | 9.7791 | 33200 | 0.6487 | 0.7080 | 0.7861 | 0.5722 |
387
- | 0.2015 | 9.8085 | 33300 | 0.6479 | 0.7064 | 0.7850 | 0.5692 |
388
- | 0.136 | 9.8380 | 33400 | 0.6479 | 0.7070 | 0.7854 | 0.5714 |
389
- | 0.1929 | 9.8675 | 33500 | 0.6477 | 0.7099 | 0.7875 | 0.5722 |
390
- | 0.1862 | 9.8969 | 33600 | 0.6479 | 0.7084 | 0.7864 | 0.5700 |
391
- | 0.1583 | 9.9264 | 33700 | 0.6486 | 0.7093 | 0.7871 | 0.5722 |
392
- | 0.1442 | 9.9558 | 33800 | 0.6486 | 0.7103 | 0.7878 | 0.5744 |
393
- | 0.196 | 9.9853 | 33900 | 0.6485 | 0.7091 | 0.7870 | 0.5722 |
394
 
395
 
396
  ### Framework versions
 
1
  ---
2
  library_name: transformers
3
+ license: mit
4
+ base_model: dbmdz/bert-base-turkish-uncased
5
  tags:
6
  - generated_from_trainer
7
  metrics:
 
17
 
18
  # test-push-to-hf
19
 
20
+ This model is a fine-tuned version of [dbmdz/bert-base-turkish-uncased](https://huggingface.co/dbmdz/bert-base-turkish-uncased) on the None dataset.
21
  It achieves the following results on the evaluation set:
22
+ - Loss: 0.5558
23
+ - F1: 0.7588
24
+ - Roc Auc: 0.8238
25
+ - Accuracy: 0.6511
26
 
27
  ## Model description
28
 
 
53
 
54
  | Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
55
  |:-------------:|:------:|:-----:|:---------------:|:------:|:-------:|:--------:|
56
+ | 0.5692 | 0.0341 | 100 | 0.5455 | 0.5220 | 0.6605 | 0.3677 |
57
+ | 0.5286 | 0.0681 | 200 | 0.5233 | 0.5602 | 0.6848 | 0.4136 |
58
+ | 0.5048 | 0.1022 | 300 | 0.5009 | 0.5681 | 0.6902 | 0.4179 |
59
+ | 0.5125 | 0.1362 | 400 | 0.4740 | 0.5957 | 0.7091 | 0.4298 |
60
+ | 0.479 | 0.1703 | 500 | 0.4516 | 0.6236 | 0.7269 | 0.4570 |
61
+ | 0.4599 | 0.2044 | 600 | 0.4334 | 0.6564 | 0.7482 | 0.4638 |
62
+ | 0.4439 | 0.2384 | 700 | 0.4143 | 0.6747 | 0.7596 | 0.5157 |
63
+ | 0.4116 | 0.2725 | 800 | 0.4023 | 0.6802 | 0.7631 | 0.5319 |
64
+ | 0.4044 | 0.3065 | 900 | 0.4056 | 0.6810 | 0.7642 | 0.5362 |
65
+ | 0.4368 | 0.3406 | 1000 | 0.3900 | 0.7054 | 0.7828 | 0.5413 |
66
+ | 0.4258 | 0.3747 | 1100 | 0.3831 | 0.7153 | 0.7870 | 0.5651 |
67
+ | 0.3962 | 0.4087 | 1200 | 0.3750 | 0.7219 | 0.7910 | 0.5796 |
68
+ | 0.407 | 0.4428 | 1300 | 0.3775 | 0.7051 | 0.7786 | 0.5532 |
69
+ | 0.3808 | 0.4768 | 1400 | 0.3879 | 0.7301 | 0.7997 | 0.5813 |
70
+ | 0.3669 | 0.5109 | 1500 | 0.3661 | 0.7325 | 0.8000 | 0.6026 |
71
+ | 0.3701 | 0.5450 | 1600 | 0.3663 | 0.7331 | 0.8000 | 0.5906 |
72
+ | 0.3719 | 0.5790 | 1700 | 0.3707 | 0.7267 | 0.7951 | 0.5923 |
73
+ | 0.3734 | 0.6131 | 1800 | 0.3721 | 0.7306 | 0.7975 | 0.5983 |
74
+ | 0.3624 | 0.6471 | 1900 | 0.3536 | 0.7365 | 0.8026 | 0.6085 |
75
+ | 0.3617 | 0.6812 | 2000 | 0.3552 | 0.7407 | 0.8054 | 0.6060 |
76
+ | 0.3933 | 0.7153 | 2100 | 0.3517 | 0.7211 | 0.7902 | 0.5932 |
77
+ | 0.3564 | 0.7493 | 2200 | 0.3466 | 0.7384 | 0.8040 | 0.5957 |
78
+ | 0.3728 | 0.7834 | 2300 | 0.3592 | 0.7327 | 0.8005 | 0.5770 |
79
+ | 0.3539 | 0.8174 | 2400 | 0.3491 | 0.7390 | 0.8048 | 0.6281 |
80
+ | 0.3452 | 0.8515 | 2500 | 0.3431 | 0.7501 | 0.8138 | 0.6238 |
81
+ | 0.3453 | 0.8856 | 2600 | 0.3449 | 0.7457 | 0.8103 | 0.6162 |
82
+ | 0.3552 | 0.9196 | 2700 | 0.3485 | 0.7464 | 0.8114 | 0.6145 |
83
+ | 0.3619 | 0.9537 | 2800 | 0.3539 | 0.7402 | 0.8048 | 0.5983 |
84
+ | 0.345 | 0.9877 | 2900 | 0.3480 | 0.7484 | 0.8124 | 0.6009 |
85
+ | 0.3551 | 1.0218 | 3000 | 0.3477 | 0.7511 | 0.8142 | 0.5949 |
86
+ | 0.2926 | 1.0559 | 3100 | 0.3485 | 0.7469 | 0.8101 | 0.6383 |
87
+ | 0.3164 | 1.0899 | 3200 | 0.3355 | 0.7483 | 0.8114 | 0.6128 |
88
+ | 0.3536 | 1.1240 | 3300 | 0.3330 | 0.7597 | 0.8207 | 0.6247 |
89
+ | 0.2983 | 1.1580 | 3400 | 0.3454 | 0.7552 | 0.8178 | 0.6179 |
90
+ | 0.3007 | 1.1921 | 3500 | 0.3357 | 0.7567 | 0.8195 | 0.6332 |
91
+ | 0.3361 | 1.2262 | 3600 | 0.3329 | 0.7560 | 0.8178 | 0.6255 |
92
+ | 0.3173 | 1.2602 | 3700 | 0.3350 | 0.7570 | 0.8166 | 0.6255 |
93
+ | 0.3201 | 1.2943 | 3800 | 0.3340 | 0.7574 | 0.8173 | 0.6128 |
94
+ | 0.3205 | 1.3283 | 3900 | 0.3309 | 0.7653 | 0.8250 | 0.6349 |
95
+ | 0.3194 | 1.3624 | 4000 | 0.3331 | 0.7598 | 0.8200 | 0.6272 |
96
+ | 0.3228 | 1.3965 | 4100 | 0.3382 | 0.7585 | 0.8192 | 0.6187 |
97
+ | 0.323 | 1.4305 | 4200 | 0.3294 | 0.7640 | 0.8235 | 0.6366 |
98
+ | 0.3262 | 1.4646 | 4300 | 0.3271 | 0.7693 | 0.8281 | 0.6374 |
99
+ | 0.3042 | 1.4986 | 4400 | 0.3367 | 0.7511 | 0.8145 | 0.6417 |
100
+ | 0.3306 | 1.5327 | 4500 | 0.3353 | 0.7582 | 0.8197 | 0.6451 |
101
+ | 0.2829 | 1.5668 | 4600 | 0.3430 | 0.7534 | 0.8159 | 0.6426 |
102
+ | 0.2957 | 1.6008 | 4700 | 0.3406 | 0.7570 | 0.8177 | 0.6281 |
103
+ | 0.3095 | 1.6349 | 4800 | 0.3386 | 0.7486 | 0.8110 | 0.6221 |
104
+ | 0.316 | 1.6689 | 4900 | 0.3338 | 0.7587 | 0.8198 | 0.6332 |
105
+ | 0.3053 | 1.7030 | 5000 | 0.3386 | 0.7629 | 0.8243 | 0.6255 |
106
+ | 0.3303 | 1.7371 | 5100 | 0.3394 | 0.7516 | 0.8156 | 0.6357 |
107
+ | 0.2987 | 1.7711 | 5200 | 0.3339 | 0.7589 | 0.8205 | 0.6281 |
108
+ | 0.3252 | 1.8052 | 5300 | 0.3312 | 0.7666 | 0.8265 | 0.6357 |
109
+ | 0.337 | 1.8392 | 5400 | 0.3290 | 0.7631 | 0.8216 | 0.6426 |
110
+ | 0.3328 | 1.8733 | 5500 | 0.3283 | 0.7662 | 0.8252 | 0.6383 |
111
+ | 0.3041 | 1.9074 | 5600 | 0.3607 | 0.7557 | 0.8207 | 0.6111 |
112
+ | 0.319 | 1.9414 | 5700 | 0.3246 | 0.7686 | 0.8283 | 0.6545 |
113
+ | 0.3418 | 1.9755 | 5800 | 0.3201 | 0.7668 | 0.8262 | 0.6434 |
114
+ | 0.2795 | 2.0095 | 5900 | 0.3350 | 0.7620 | 0.8239 | 0.6230 |
115
+ | 0.2989 | 2.0436 | 6000 | 0.3377 | 0.7513 | 0.8134 | 0.6349 |
116
+ | 0.2599 | 2.0777 | 6100 | 0.3363 | 0.7657 | 0.8249 | 0.6468 |
117
+ | 0.2731 | 2.1117 | 6200 | 0.3308 | 0.7700 | 0.8286 | 0.6570 |
118
+ | 0.2891 | 2.1458 | 6300 | 0.3360 | 0.7622 | 0.8243 | 0.6434 |
119
+ | 0.2824 | 2.1798 | 6400 | 0.3406 | 0.7663 | 0.8281 | 0.6349 |
120
+ | 0.271 | 2.2139 | 6500 | 0.3393 | 0.7727 | 0.8333 | 0.6340 |
121
+ | 0.269 | 2.2480 | 6600 | 0.3395 | 0.7669 | 0.8262 | 0.6340 |
122
+ | 0.3048 | 2.2820 | 6700 | 0.3371 | 0.7666 | 0.8253 | 0.6443 |
123
+ | 0.2659 | 2.3161 | 6800 | 0.3453 | 0.7678 | 0.8278 | 0.6281 |
124
+ | 0.281 | 2.3501 | 6900 | 0.3386 | 0.7574 | 0.8193 | 0.6366 |
125
+ | 0.28 | 2.3842 | 7000 | 0.3286 | 0.7691 | 0.8287 | 0.6349 |
126
+ | 0.2895 | 2.4183 | 7100 | 0.3323 | 0.7656 | 0.8261 | 0.6315 |
127
+ | 0.2566 | 2.4523 | 7200 | 0.3327 | 0.7629 | 0.8234 | 0.6315 |
128
+ | 0.238 | 2.4864 | 7300 | 0.3450 | 0.7614 | 0.8226 | 0.6426 |
129
+ | 0.284 | 2.5204 | 7400 | 0.3392 | 0.7709 | 0.8305 | 0.6340 |
130
+ | 0.3125 | 2.5545 | 7500 | 0.3371 | 0.7668 | 0.8289 | 0.6315 |
131
+ | 0.2601 | 2.5886 | 7600 | 0.3394 | 0.7640 | 0.8228 | 0.6374 |
132
+ | 0.3005 | 2.6226 | 7700 | 0.3308 | 0.7696 | 0.8285 | 0.6426 |
133
+ | 0.2517 | 2.6567 | 7800 | 0.3342 | 0.7756 | 0.8331 | 0.6519 |
134
+ | 0.2805 | 2.6907 | 7900 | 0.3392 | 0.7729 | 0.8323 | 0.6417 |
135
+ | 0.2629 | 2.7248 | 8000 | 0.3403 | 0.7737 | 0.8311 | 0.6434 |
136
+ | 0.2958 | 2.7589 | 8100 | 0.3335 | 0.7715 | 0.8300 | 0.6391 |
137
+ | 0.2547 | 2.7929 | 8200 | 0.3470 | 0.7680 | 0.8271 | 0.6468 |
138
+ | 0.2957 | 2.8270 | 8300 | 0.3351 | 0.7755 | 0.8343 | 0.6511 |
139
+ | 0.2651 | 2.8610 | 8400 | 0.3348 | 0.7706 | 0.8303 | 0.6391 |
140
+ | 0.2991 | 2.8951 | 8500 | 0.3453 | 0.7689 | 0.8299 | 0.6443 |
141
+ | 0.2956 | 2.9292 | 8600 | 0.3418 | 0.7738 | 0.8320 | 0.6502 |
142
+ | 0.2929 | 2.9632 | 8700 | 0.3570 | 0.7601 | 0.8221 | 0.6485 |
143
+ | 0.2558 | 2.9973 | 8800 | 0.3511 | 0.7682 | 0.8272 | 0.6485 |
144
+ | 0.2929 | 3.0313 | 8900 | 0.3528 | 0.7683 | 0.8294 | 0.6281 |
145
+ | 0.229 | 3.0654 | 9000 | 0.3473 | 0.7695 | 0.8309 | 0.6357 |
146
+ | 0.2221 | 3.0995 | 9100 | 0.3576 | 0.7668 | 0.8265 | 0.6409 |
147
+ | 0.2308 | 3.1335 | 9200 | 0.3492 | 0.7703 | 0.8297 | 0.6426 |
148
+ | 0.2647 | 3.1676 | 9300 | 0.3570 | 0.7662 | 0.8252 | 0.6460 |
149
+ | 0.2455 | 3.2016 | 9400 | 0.3722 | 0.7642 | 0.8251 | 0.6562 |
150
+ | 0.2563 | 3.2357 | 9500 | 0.3690 | 0.7682 | 0.8284 | 0.6417 |
151
+ | 0.2985 | 3.2698 | 9600 | 0.3600 | 0.7654 | 0.8259 | 0.6443 |
152
+ | 0.2471 | 3.3038 | 9700 | 0.3563 | 0.7683 | 0.8294 | 0.6426 |
153
+ | 0.2182 | 3.3379 | 9800 | 0.3663 | 0.7658 | 0.8248 | 0.6494 |
154
+ | 0.251 | 3.3719 | 9900 | 0.3578 | 0.7624 | 0.8223 | 0.6349 |
155
+ | 0.2345 | 3.4060 | 10000 | 0.3704 | 0.7618 | 0.8225 | 0.6281 |
156
+ | 0.2358 | 3.4401 | 10100 | 0.3725 | 0.7676 | 0.8277 | 0.6460 |
157
+ | 0.2569 | 3.4741 | 10200 | 0.3742 | 0.7659 | 0.8246 | 0.6374 |
158
+ | 0.274 | 3.5082 | 10300 | 0.3616 | 0.7631 | 0.8243 | 0.6323 |
159
+ | 0.2449 | 3.5422 | 10400 | 0.3647 | 0.7642 | 0.8256 | 0.6374 |
160
+ | 0.2209 | 3.5763 | 10500 | 0.3665 | 0.7665 | 0.8261 | 0.6426 |
161
+ | 0.2567 | 3.6104 | 10600 | 0.3729 | 0.7586 | 0.8209 | 0.6451 |
162
+ | 0.2285 | 3.6444 | 10700 | 0.3734 | 0.7638 | 0.8277 | 0.6443 |
163
+ | 0.2177 | 3.6785 | 10800 | 0.3684 | 0.7734 | 0.8321 | 0.6502 |
164
+ | 0.2458 | 3.7125 | 10900 | 0.3934 | 0.7714 | 0.8342 | 0.6357 |
165
+ | 0.2508 | 3.7466 | 11000 | 0.3751 | 0.7656 | 0.8276 | 0.6323 |
166
+ | 0.2225 | 3.7807 | 11100 | 0.3892 | 0.7543 | 0.8166 | 0.6485 |
167
+ | 0.253 | 3.8147 | 11200 | 0.3854 | 0.7596 | 0.8205 | 0.6451 |
168
+ | 0.2074 | 3.8488 | 11300 | 0.4023 | 0.7593 | 0.8196 | 0.6468 |
169
+ | 0.2394 | 3.8828 | 11400 | 0.3922 | 0.7665 | 0.8266 | 0.6357 |
170
+ | 0.269 | 3.9169 | 11500 | 0.3742 | 0.7659 | 0.8275 | 0.6383 |
171
+ | 0.2502 | 3.9510 | 11600 | 0.3824 | 0.7645 | 0.8246 | 0.6502 |
172
+ | 0.2483 | 3.9850 | 11700 | 0.3704 | 0.7658 | 0.8265 | 0.6383 |
173
+ | 0.2499 | 4.0191 | 11800 | 0.3630 | 0.7694 | 0.8290 | 0.6485 |
174
+ | 0.1972 | 4.0531 | 11900 | 0.3681 | 0.7685 | 0.8296 | 0.6519 |
175
+ | 0.1998 | 4.0872 | 12000 | 0.3935 | 0.7655 | 0.8269 | 0.6502 |
176
+ | 0.2257 | 4.1213 | 12100 | 0.3908 | 0.7674 | 0.8277 | 0.6443 |
177
+ | 0.2198 | 4.1553 | 12200 | 0.3981 | 0.7636 | 0.8246 | 0.6468 |
178
+ | 0.2018 | 4.1894 | 12300 | 0.3936 | 0.7650 | 0.8276 | 0.6426 |
179
+ | 0.2382 | 4.2234 | 12400 | 0.4085 | 0.7623 | 0.8272 | 0.6281 |
180
+ | 0.2072 | 4.2575 | 12500 | 0.3963 | 0.7603 | 0.8240 | 0.6383 |
181
+ | 0.2004 | 4.2916 | 12600 | 0.3962 | 0.7662 | 0.8274 | 0.6485 |
182
+ | 0.2212 | 4.3256 | 12700 | 0.3936 | 0.7705 | 0.8311 | 0.6562 |
183
+ | 0.2001 | 4.3597 | 12800 | 0.3930 | 0.7650 | 0.8276 | 0.6426 |
184
+ | 0.1948 | 4.3937 | 12900 | 0.3996 | 0.7590 | 0.8210 | 0.6434 |
185
+ | 0.2255 | 4.4278 | 13000 | 0.4015 | 0.7632 | 0.8252 | 0.6468 |
186
+ | 0.226 | 4.4619 | 13100 | 0.4030 | 0.7682 | 0.8299 | 0.6417 |
187
+ | 0.2226 | 4.4959 | 13200 | 0.4161 | 0.7617 | 0.8237 | 0.6409 |
188
+ | 0.2089 | 4.5300 | 13300 | 0.4101 | 0.7662 | 0.8284 | 0.6417 |
189
+ | 0.1991 | 4.5640 | 13400 | 0.4043 | 0.7617 | 0.8233 | 0.6409 |
190
+ | 0.1786 | 4.5981 | 13500 | 0.4135 | 0.7661 | 0.8291 | 0.6434 |
191
+ | 0.2076 | 4.6322 | 13600 | 0.4174 | 0.7601 | 0.8231 | 0.6383 |
192
+ | 0.1875 | 4.6662 | 13700 | 0.4157 | 0.7613 | 0.8234 | 0.6391 |
193
+ | 0.2223 | 4.7003 | 13800 | 0.4189 | 0.7593 | 0.8224 | 0.6417 |
194
+ | 0.1988 | 4.7343 | 13900 | 0.4138 | 0.7643 | 0.8268 | 0.6426 |
195
+ | 0.1943 | 4.7684 | 14000 | 0.4259 | 0.7603 | 0.8248 | 0.6434 |
196
+ | 0.2442 | 4.8025 | 14100 | 0.4293 | 0.7611 | 0.8245 | 0.6417 |
197
+ | 0.2424 | 4.8365 | 14200 | 0.4219 | 0.7576 | 0.8217 | 0.6477 |
198
+ | 0.2204 | 4.8706 | 14300 | 0.4284 | 0.7586 | 0.8241 | 0.6366 |
199
+ | 0.2167 | 4.9046 | 14400 | 0.4162 | 0.7580 | 0.8216 | 0.6426 |
200
+ | 0.215 | 4.9387 | 14500 | 0.4274 | 0.7655 | 0.8284 | 0.6451 |
201
+ | 0.2165 | 4.9728 | 14600 | 0.4220 | 0.7564 | 0.8207 | 0.6349 |
202
+ | 0.2572 | 5.0068 | 14700 | 0.4203 | 0.7561 | 0.8190 | 0.6417 |
203
+ | 0.2207 | 5.0409 | 14800 | 0.4269 | 0.7568 | 0.8210 | 0.6502 |
204
+ | 0.1654 | 5.0749 | 14900 | 0.4321 | 0.7625 | 0.8270 | 0.6374 |
205
+ | 0.1936 | 5.1090 | 15000 | 0.4369 | 0.7587 | 0.8213 | 0.6477 |
206
+ | 0.199 | 5.1431 | 15100 | 0.4299 | 0.7605 | 0.8244 | 0.64 |
207
+ | 0.1901 | 5.1771 | 15200 | 0.4381 | 0.7590 | 0.8235 | 0.6477 |
208
+ | 0.1585 | 5.2112 | 15300 | 0.4321 | 0.7653 | 0.8292 | 0.6494 |
209
+ | 0.2054 | 5.2452 | 15400 | 0.4325 | 0.7650 | 0.8278 | 0.6468 |
210
+ | 0.1853 | 5.2793 | 15500 | 0.4404 | 0.7641 | 0.8266 | 0.6485 |
211
+ | 0.189 | 5.3134 | 15600 | 0.4450 | 0.7577 | 0.8214 | 0.6477 |
212
+ | 0.1882 | 5.3474 | 15700 | 0.4387 | 0.7585 | 0.8234 | 0.6426 |
213
+ | 0.2048 | 5.3815 | 15800 | 0.4455 | 0.7557 | 0.8212 | 0.6349 |
214
+ | 0.2267 | 5.4155 | 15900 | 0.4438 | 0.7572 | 0.8211 | 0.6409 |
215
+ | 0.1734 | 5.4496 | 16000 | 0.4517 | 0.7593 | 0.8224 | 0.6545 |
216
+ | 0.1916 | 5.4837 | 16100 | 0.4487 | 0.7564 | 0.8207 | 0.6485 |
217
+ | 0.1681 | 5.5177 | 16200 | 0.4441 | 0.7598 | 0.8244 | 0.6494 |
218
+ | 0.1869 | 5.5518 | 16300 | 0.4437 | 0.7621 | 0.8254 | 0.6485 |
219
+ | 0.1592 | 5.5858 | 16400 | 0.4535 | 0.7592 | 0.8224 | 0.6468 |
220
+ | 0.2072 | 5.6199 | 16500 | 0.4523 | 0.7608 | 0.8241 | 0.6374 |
221
+ | 0.2078 | 5.6540 | 16600 | 0.4592 | 0.7604 | 0.8225 | 0.6511 |
222
+ | 0.1727 | 5.6880 | 16700 | 0.4590 | 0.7655 | 0.8291 | 0.6434 |
223
+ | 0.1844 | 5.7221 | 16800 | 0.4518 | 0.7596 | 0.8230 | 0.6477 |
224
+ | 0.1885 | 5.7561 | 16900 | 0.4551 | 0.7553 | 0.8208 | 0.6289 |
225
+ | 0.1391 | 5.7902 | 17000 | 0.4695 | 0.7581 | 0.8216 | 0.6460 |
226
+ | 0.155 | 5.8243 | 17100 | 0.4711 | 0.7614 | 0.8268 | 0.6434 |
227
+ | 0.2328 | 5.8583 | 17200 | 0.4710 | 0.7507 | 0.8180 | 0.6426 |
228
+ | 0.2062 | 5.8924 | 17300 | 0.4657 | 0.7553 | 0.8206 | 0.64 |
229
+ | 0.2014 | 5.9264 | 17400 | 0.4656 | 0.7579 | 0.8244 | 0.6366 |
230
+ | 0.2007 | 5.9605 | 17500 | 0.4629 | 0.7579 | 0.8216 | 0.6409 |
231
+ | 0.2111 | 5.9946 | 17600 | 0.4586 | 0.7591 | 0.8232 | 0.6426 |
232
+ | 0.1426 | 6.0286 | 17700 | 0.4651 | 0.7600 | 0.8246 | 0.6494 |
233
+ | 0.154 | 6.0627 | 17800 | 0.4775 | 0.7599 | 0.8232 | 0.6519 |
234
+ | 0.1698 | 6.0967 | 17900 | 0.4846 | 0.7576 | 0.8235 | 0.6477 |
235
+ | 0.1449 | 6.1308 | 18000 | 0.4885 | 0.7605 | 0.8249 | 0.6519 |
236
+ | 0.1337 | 6.1649 | 18100 | 0.4919 | 0.7556 | 0.8217 | 0.6468 |
237
+ | 0.174 | 6.1989 | 18200 | 0.4928 | 0.7541 | 0.8210 | 0.6289 |
238
+ | 0.1488 | 6.2330 | 18300 | 0.4893 | 0.7577 | 0.8214 | 0.6434 |
239
+ | 0.1425 | 6.2670 | 18400 | 0.4937 | 0.7577 | 0.8212 | 0.6477 |
240
+ | 0.1655 | 6.3011 | 18500 | 0.5016 | 0.7550 | 0.8199 | 0.6460 |
241
+ | 0.1727 | 6.3351 | 18600 | 0.4984 | 0.7587 | 0.8238 | 0.6332 |
242
+ | 0.1824 | 6.3692 | 18700 | 0.4906 | 0.7542 | 0.8197 | 0.6391 |
243
+ | 0.1708 | 6.4033 | 18800 | 0.4899 | 0.7579 | 0.8214 | 0.6477 |
244
+ | 0.1773 | 6.4373 | 18900 | 0.4912 | 0.7575 | 0.8222 | 0.6340 |
245
+ | 0.1661 | 6.4714 | 19000 | 0.4940 | 0.7565 | 0.8196 | 0.6468 |
246
+ | 0.1686 | 6.5054 | 19100 | 0.4914 | 0.7596 | 0.8233 | 0.6570 |
247
+ | 0.166 | 6.5395 | 19200 | 0.4962 | 0.7551 | 0.8204 | 0.6519 |
248
+ | 0.1636 | 6.5736 | 19300 | 0.4917 | 0.7616 | 0.8263 | 0.6451 |
249
+ | 0.1989 | 6.6076 | 19400 | 0.4932 | 0.7586 | 0.8239 | 0.6383 |
250
+ | 0.1819 | 6.6417 | 19500 | 0.4869 | 0.7568 | 0.8218 | 0.6391 |
251
+ | 0.1735 | 6.6757 | 19600 | 0.4854 | 0.7589 | 0.8235 | 0.6511 |
252
+ | 0.1871 | 6.7098 | 19700 | 0.4835 | 0.7545 | 0.8206 | 0.6349 |
253
+ | 0.1798 | 6.7439 | 19800 | 0.4961 | 0.7531 | 0.8178 | 0.6443 |
254
+ | 0.1612 | 6.7779 | 19900 | 0.4869 | 0.7641 | 0.8286 | 0.6451 |
255
+ | 0.1874 | 6.8120 | 20000 | 0.4863 | 0.7589 | 0.8235 | 0.6494 |
256
+ | 0.1435 | 6.8460 | 20100 | 0.4906 | 0.7578 | 0.8219 | 0.6528 |
257
+ | 0.1797 | 6.8801 | 20200 | 0.4905 | 0.7604 | 0.8245 | 0.6528 |
258
+ | 0.1978 | 6.9142 | 20300 | 0.4901 | 0.7613 | 0.8264 | 0.6485 |
259
+ | 0.1763 | 6.9482 | 20400 | 0.4947 | 0.7603 | 0.8242 | 0.6528 |
260
+ | 0.1386 | 6.9823 | 20500 | 0.4922 | 0.7614 | 0.8251 | 0.6485 |
261
+ | 0.1588 | 7.0163 | 20600 | 0.4942 | 0.7671 | 0.8291 | 0.6494 |
262
+ | 0.1164 | 7.0504 | 20700 | 0.4999 | 0.7610 | 0.8250 | 0.6443 |
263
+ | 0.1467 | 7.0845 | 20800 | 0.5037 | 0.7575 | 0.8232 | 0.6434 |
264
+ | 0.1437 | 7.1185 | 20900 | 0.5090 | 0.7591 | 0.8239 | 0.6494 |
265
+ | 0.1562 | 7.1526 | 21000 | 0.5153 | 0.7559 | 0.8211 | 0.6485 |
266
+ | 0.159 | 7.1866 | 21100 | 0.5104 | 0.7562 | 0.8225 | 0.6349 |
267
+ | 0.1539 | 7.2207 | 21200 | 0.5129 | 0.7573 | 0.8231 | 0.6426 |
268
+ | 0.1643 | 7.2548 | 21300 | 0.5088 | 0.7531 | 0.8193 | 0.6426 |
269
+ | 0.1495 | 7.2888 | 21400 | 0.5108 | 0.7518 | 0.8193 | 0.6357 |
270
+ | 0.1557 | 7.3229 | 21500 | 0.5036 | 0.7607 | 0.8251 | 0.6434 |
271
+ | 0.1389 | 7.3569 | 21600 | 0.5101 | 0.7650 | 0.8288 | 0.6477 |
272
+ | 0.1645 | 7.3910 | 21700 | 0.5072 | 0.7577 | 0.8224 | 0.6409 |
273
+ | 0.2106 | 7.4251 | 21800 | 0.5082 | 0.7563 | 0.8209 | 0.6502 |
274
+ | 0.1472 | 7.4591 | 21900 | 0.5086 | 0.7595 | 0.8233 | 0.6443 |
275
+ | 0.1441 | 7.4932 | 22000 | 0.5098 | 0.7653 | 0.8282 | 0.6528 |
276
+ | 0.1255 | 7.5272 | 22100 | 0.5135 | 0.7648 | 0.8281 | 0.6434 |
277
+ | 0.1584 | 7.5613 | 22200 | 0.5207 | 0.7613 | 0.8241 | 0.6502 |
278
+ | 0.1685 | 7.5954 | 22300 | 0.5175 | 0.7603 | 0.8260 | 0.64 |
279
+ | 0.15 | 7.6294 | 22400 | 0.5205 | 0.7600 | 0.8241 | 0.6451 |
280
+ | 0.1455 | 7.6635 | 22500 | 0.5314 | 0.7601 | 0.8241 | 0.6570 |
281
+ | 0.1704 | 7.6975 | 22600 | 0.5194 | 0.7632 | 0.8262 | 0.6502 |
282
+ | 0.1334 | 7.7316 | 22700 | 0.5198 | 0.7640 | 0.8272 | 0.6494 |
283
+ | 0.1534 | 7.7657 | 22800 | 0.5229 | 0.7637 | 0.8275 | 0.6536 |
284
+ | 0.1247 | 7.7997 | 22900 | 0.5247 | 0.7638 | 0.8265 | 0.6494 |
285
+ | 0.1395 | 7.8338 | 23000 | 0.5256 | 0.7630 | 0.8273 | 0.6485 |
286
+ | 0.1508 | 7.8678 | 23100 | 0.5299 | 0.7626 | 0.8267 | 0.6468 |
287
+ | 0.1256 | 7.9019 | 23200 | 0.5319 | 0.7581 | 0.8230 | 0.6494 |
288
+ | 0.1741 | 7.9360 | 23300 | 0.5314 | 0.7581 | 0.8228 | 0.6553 |
289
+ | 0.1788 | 7.9700 | 23400 | 0.5249 | 0.7584 | 0.8245 | 0.6460 |
290
+ | 0.1405 | 8.0041 | 23500 | 0.5275 | 0.7599 | 0.8252 | 0.6502 |
291
+ | 0.1435 | 8.0381 | 23600 | 0.5307 | 0.7562 | 0.8223 | 0.6409 |
292
+ | 0.1582 | 8.0722 | 23700 | 0.5296 | 0.7573 | 0.8231 | 0.6409 |
293
+ | 0.1205 | 8.1063 | 23800 | 0.5310 | 0.7528 | 0.8205 | 0.6306 |
294
+ | 0.1361 | 8.1403 | 23900 | 0.5321 | 0.7579 | 0.8221 | 0.6468 |
295
+ | 0.1756 | 8.1744 | 24000 | 0.5315 | 0.7510 | 0.8181 | 0.64 |
296
+ | 0.1539 | 8.2084 | 24100 | 0.5313 | 0.7529 | 0.8194 | 0.6409 |
297
+ | 0.1026 | 8.2425 | 24200 | 0.5361 | 0.7585 | 0.8229 | 0.6502 |
298
+ | 0.1551 | 8.2766 | 24300 | 0.5387 | 0.7570 | 0.8232 | 0.6374 |
299
+ | 0.1333 | 8.3106 | 24400 | 0.5401 | 0.7549 | 0.8210 | 0.6298 |
300
+ | 0.1312 | 8.3447 | 24500 | 0.5373 | 0.7516 | 0.8187 | 0.6383 |
301
+ | 0.1214 | 8.3787 | 24600 | 0.5416 | 0.7540 | 0.8205 | 0.6417 |
302
+ | 0.1432 | 8.4128 | 24700 | 0.5442 | 0.7544 | 0.8199 | 0.6451 |
303
+ | 0.1688 | 8.4469 | 24800 | 0.5425 | 0.7536 | 0.8205 | 0.6383 |
304
+ | 0.1389 | 8.4809 | 24900 | 0.5472 | 0.7569 | 0.8215 | 0.6502 |
305
+ | 0.1084 | 8.5150 | 25000 | 0.5420 | 0.7543 | 0.8209 | 0.6366 |
306
+ | 0.1398 | 8.5490 | 25100 | 0.5448 | 0.7504 | 0.8176 | 0.6417 |
307
+ | 0.1217 | 8.5831 | 25200 | 0.5500 | 0.7547 | 0.8198 | 0.6460 |
308
+ | 0.1276 | 8.6172 | 25300 | 0.5486 | 0.7557 | 0.8212 | 0.6340 |
309
+ | 0.1218 | 8.6512 | 25400 | 0.5458 | 0.7555 | 0.8212 | 0.6409 |
310
+ | 0.1175 | 8.6853 | 25500 | 0.5512 | 0.7553 | 0.8210 | 0.6460 |
311
+ | 0.1582 | 8.7193 | 25600 | 0.5474 | 0.7550 | 0.8209 | 0.6451 |
312
+ | 0.1138 | 8.7534 | 25700 | 0.5485 | 0.7548 | 0.8213 | 0.6443 |
313
+ | 0.1138 | 8.7875 | 25800 | 0.5507 | 0.7541 | 0.8208 | 0.6443 |
314
+ | 0.1084 | 8.8215 | 25900 | 0.5513 | 0.7557 | 0.8214 | 0.6426 |
315
+ | 0.1115 | 8.8556 | 26000 | 0.5523 | 0.7590 | 0.8235 | 0.6494 |
316
+ | 0.132 | 8.8896 | 26100 | 0.5534 | 0.7536 | 0.8199 | 0.6434 |
317
+ | 0.1585 | 8.9237 | 26200 | 0.5508 | 0.7558 | 0.8214 | 0.6477 |
318
+ | 0.1298 | 8.9578 | 26300 | 0.5496 | 0.7571 | 0.8226 | 0.6485 |
319
+ | 0.1175 | 8.9918 | 26400 | 0.5506 | 0.7624 | 0.8257 | 0.6528 |
320
+ | 0.1438 | 9.0259 | 26500 | 0.5495 | 0.7616 | 0.8258 | 0.6519 |
321
+ | 0.1365 | 9.0599 | 26600 | 0.5533 | 0.7600 | 0.8241 | 0.6511 |
322
+ | 0.1344 | 9.0940 | 26700 | 0.5539 | 0.7567 | 0.8226 | 0.6443 |
323
+ | 0.1622 | 9.1281 | 26800 | 0.5520 | 0.7587 | 0.8233 | 0.6494 |
324
+ | 0.1324 | 9.1621 | 26900 | 0.5525 | 0.7568 | 0.8228 | 0.6434 |
325
+ | 0.1013 | 9.1962 | 27000 | 0.5521 | 0.7566 | 0.8216 | 0.6494 |
326
+ | 0.1274 | 9.2302 | 27100 | 0.5515 | 0.7573 | 0.8223 | 0.6519 |
327
+ | 0.1149 | 9.2643 | 27200 | 0.5510 | 0.7573 | 0.8226 | 0.6460 |
328
+ | 0.1294 | 9.2984 | 27300 | 0.5527 | 0.7601 | 0.8246 | 0.6519 |
329
+ | 0.1361 | 9.3324 | 27400 | 0.5520 | 0.7592 | 0.8239 | 0.6519 |
330
+ | 0.1175 | 9.3665 | 27500 | 0.5526 | 0.7598 | 0.8244 | 0.6519 |
331
+ | 0.1572 | 9.4005 | 27600 | 0.5513 | 0.7588 | 0.8235 | 0.6502 |
332
+ | 0.113 | 9.4346 | 27700 | 0.5527 | 0.7604 | 0.8247 | 0.6536 |
333
+ | 0.1373 | 9.4687 | 27800 | 0.5531 | 0.7586 | 0.8239 | 0.6485 |
334
+ | 0.124 | 9.5027 | 27900 | 0.5545 | 0.7597 | 0.8244 | 0.6545 |
335
+ | 0.1418 | 9.5368 | 28000 | 0.5545 | 0.7581 | 0.8238 | 0.6477 |
336
+ | 0.1256 | 9.5708 | 28100 | 0.5548 | 0.7599 | 0.8249 | 0.6502 |
337
+ | 0.1307 | 9.6049 | 28200 | 0.5548 | 0.7596 | 0.8245 | 0.6511 |
338
+ | 0.1051 | 9.6390 | 28300 | 0.5553 | 0.7604 | 0.8249 | 0.6536 |
339
+ | 0.1165 | 9.6730 | 28400 | 0.5558 | 0.7584 | 0.8235 | 0.6511 |
340
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341
+ | 0.1382 | 9.7411 | 28600 | 0.5557 | 0.7609 | 0.8253 | 0.6519 |
342
+ | 0.1356 | 9.7752 | 28700 | 0.5553 | 0.7604 | 0.8249 | 0.6511 |
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344
+ | 0.1428 | 9.8433 | 28900 | 0.5565 | 0.7566 | 0.8226 | 0.6485 |
345
+ | 0.1373 | 9.8774 | 29000 | 0.5564 | 0.7570 | 0.8229 | 0.6477 |
346
+ | 0.117 | 9.9114 | 29100 | 0.5561 | 0.7592 | 0.8241 | 0.6494 |
347
+ | 0.1199 | 9.9455 | 29200 | 0.5559 | 0.7603 | 0.8248 | 0.6502 |
348
+ | 0.1334 | 9.9796 | 29300 | 0.5558 | 0.7588 | 0.8238 | 0.6511 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
349
 
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351
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