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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k3_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k2_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k2_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8973
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- - Qwk: 0.3944
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- - Mse: 0.8973
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- - Rmse: 0.9472
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  ## Model description
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@@ -49,261 +49,521 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.2222 | 2 | 4.3474 | -0.0102 | 4.3474 | 2.0851 |
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- | No log | 0.4444 | 4 | 2.6091 | 0.0908 | 2.6091 | 1.6153 |
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- | No log | 0.6667 | 6 | 1.6447 | -0.0078 | 1.6447 | 1.2824 |
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- | No log | 0.8889 | 8 | 1.2036 | 0.1910 | 1.2036 | 1.0971 |
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- | No log | 1.1111 | 10 | 1.0253 | 0.2366 | 1.0253 | 1.0126 |
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- | No log | 1.3333 | 12 | 1.0078 | 0.4339 | 1.0078 | 1.0039 |
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- | No log | 1.5556 | 14 | 1.0140 | 0.3655 | 1.0140 | 1.0070 |
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- | No log | 1.7778 | 16 | 0.9551 | 0.3616 | 0.9551 | 0.9773 |
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- | No log | 2.0 | 18 | 1.0504 | 0.1805 | 1.0504 | 1.0249 |
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- | No log | 2.2222 | 20 | 1.1300 | 0.1233 | 1.1300 | 1.0630 |
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- | No log | 2.4444 | 22 | 1.0812 | 0.1738 | 1.0812 | 1.0398 |
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- | No log | 2.6667 | 24 | 1.0359 | 0.2070 | 1.0359 | 1.0178 |
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- | No log | 2.8889 | 26 | 0.9943 | 0.3187 | 0.9943 | 0.9971 |
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- | No log | 3.1111 | 28 | 0.9098 | 0.3915 | 0.9098 | 0.9538 |
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- | No log | 3.3333 | 30 | 0.9333 | 0.3981 | 0.9333 | 0.9661 |
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- | No log | 3.5556 | 32 | 0.9052 | 0.3425 | 0.9052 | 0.9514 |
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- | No log | 3.7778 | 34 | 0.8757 | 0.4338 | 0.8757 | 0.9358 |
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- | No log | 4.0 | 36 | 1.0746 | 0.3208 | 1.0746 | 1.0366 |
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- | No log | 4.2222 | 38 | 0.9915 | 0.3851 | 0.9915 | 0.9957 |
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- | No log | 4.4444 | 40 | 0.8903 | 0.4708 | 0.8903 | 0.9435 |
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- | No log | 4.6667 | 42 | 0.9047 | 0.3740 | 0.9047 | 0.9511 |
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- | No log | 4.8889 | 44 | 0.9207 | 0.4012 | 0.9207 | 0.9596 |
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- | No log | 5.1111 | 46 | 0.9465 | 0.3744 | 0.9465 | 0.9729 |
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- | No log | 5.3333 | 48 | 0.9083 | 0.4962 | 0.9083 | 0.9530 |
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- | No log | 5.5556 | 50 | 0.9396 | 0.4124 | 0.9396 | 0.9693 |
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- | No log | 5.7778 | 52 | 0.8951 | 0.4370 | 0.8951 | 0.9461 |
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- | No log | 6.0 | 54 | 0.9019 | 0.4757 | 0.9019 | 0.9497 |
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- | No log | 6.2222 | 56 | 0.9166 | 0.3861 | 0.9166 | 0.9574 |
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- | No log | 6.4444 | 58 | 0.8580 | 0.5261 | 0.8580 | 0.9263 |
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- | No log | 6.6667 | 60 | 0.9248 | 0.3637 | 0.9248 | 0.9617 |
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- | No log | 6.8889 | 62 | 0.9346 | 0.3637 | 0.9346 | 0.9667 |
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- | No log | 7.1111 | 64 | 0.9208 | 0.5599 | 0.9208 | 0.9596 |
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- | No log | 7.3333 | 66 | 1.0457 | 0.2685 | 1.0457 | 1.0226 |
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- | No log | 7.5556 | 68 | 1.1624 | 0.3065 | 1.1624 | 1.0781 |
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- | No log | 7.7778 | 70 | 1.1225 | 0.3331 | 1.1225 | 1.0595 |
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- | No log | 8.0 | 72 | 1.0644 | 0.3584 | 1.0644 | 1.0317 |
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- | No log | 8.2222 | 74 | 1.0020 | 0.5264 | 1.0020 | 1.0010 |
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- | No log | 8.4444 | 76 | 0.9652 | 0.5264 | 0.9652 | 0.9825 |
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- | No log | 8.6667 | 78 | 0.9050 | 0.5251 | 0.9050 | 0.9513 |
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- | No log | 8.8889 | 80 | 0.9015 | 0.5312 | 0.9015 | 0.9494 |
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- | No log | 9.1111 | 82 | 0.9107 | 0.5636 | 0.9107 | 0.9543 |
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- | No log | 9.3333 | 84 | 0.8466 | 0.5752 | 0.8466 | 0.9201 |
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- | No log | 9.5556 | 86 | 0.8309 | 0.5418 | 0.8309 | 0.9115 |
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- | No log | 9.7778 | 88 | 0.8434 | 0.5002 | 0.8434 | 0.9184 |
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- | No log | 10.0 | 90 | 0.8804 | 0.3767 | 0.8804 | 0.9383 |
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- | No log | 10.2222 | 92 | 1.0238 | 0.3387 | 1.0238 | 1.0118 |
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- | No log | 10.4444 | 94 | 0.9441 | 0.3675 | 0.9441 | 0.9716 |
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- | No log | 10.6667 | 96 | 0.8335 | 0.4495 | 0.8335 | 0.9130 |
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- | No log | 10.8889 | 98 | 0.9542 | 0.5854 | 0.9542 | 0.9768 |
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- | No log | 11.1111 | 100 | 0.9915 | 0.5763 | 0.9915 | 0.9957 |
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- | No log | 11.3333 | 102 | 0.8642 | 0.5638 | 0.8642 | 0.9296 |
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- | No log | 11.5556 | 104 | 1.0208 | 0.4287 | 1.0208 | 1.0104 |
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- | No log | 11.7778 | 106 | 1.1965 | 0.4392 | 1.1965 | 1.0939 |
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- | No log | 12.0 | 108 | 1.0737 | 0.4186 | 1.0737 | 1.0362 |
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- | No log | 12.2222 | 110 | 0.8888 | 0.4292 | 0.8888 | 0.9428 |
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- | No log | 12.4444 | 112 | 0.8128 | 0.5628 | 0.8128 | 0.9016 |
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- | No log | 12.6667 | 114 | 0.9327 | 0.5475 | 0.9327 | 0.9657 |
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- | No log | 12.8889 | 116 | 0.9210 | 0.5753 | 0.9210 | 0.9597 |
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- | No log | 13.1111 | 118 | 0.8118 | 0.5886 | 0.8118 | 0.9010 |
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- | No log | 13.3333 | 120 | 0.8566 | 0.5052 | 0.8566 | 0.9255 |
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- | No log | 13.5556 | 122 | 0.8405 | 0.5048 | 0.8405 | 0.9168 |
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- | No log | 13.7778 | 124 | 0.7757 | 0.5187 | 0.7757 | 0.8808 |
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- | No log | 14.0 | 126 | 0.7422 | 0.5796 | 0.7422 | 0.8615 |
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- | No log | 14.2222 | 128 | 0.7518 | 0.6186 | 0.7518 | 0.8671 |
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- | No log | 14.4444 | 130 | 0.7576 | 0.6284 | 0.7576 | 0.8704 |
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- | No log | 14.6667 | 132 | 0.8139 | 0.4781 | 0.8139 | 0.9022 |
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- | No log | 14.8889 | 134 | 0.9942 | 0.3921 | 0.9942 | 0.9971 |
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- | No log | 15.1111 | 136 | 1.0048 | 0.3833 | 1.0048 | 1.0024 |
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- | No log | 15.3333 | 138 | 0.8771 | 0.4677 | 0.8771 | 0.9365 |
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- | No log | 15.5556 | 140 | 0.8093 | 0.5369 | 0.8093 | 0.8996 |
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- | No log | 15.7778 | 142 | 0.7886 | 0.6051 | 0.7886 | 0.8880 |
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- | No log | 16.0 | 144 | 0.7888 | 0.5102 | 0.7888 | 0.8881 |
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- | No log | 16.2222 | 146 | 0.8641 | 0.4205 | 0.8641 | 0.9296 |
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- | No log | 16.4444 | 148 | 0.9000 | 0.4257 | 0.9000 | 0.9487 |
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- | No log | 16.6667 | 150 | 0.8445 | 0.4614 | 0.8445 | 0.9189 |
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- | No log | 16.8889 | 152 | 0.8602 | 0.5847 | 0.8602 | 0.9274 |
128
- | No log | 17.1111 | 154 | 0.9211 | 0.5624 | 0.9211 | 0.9597 |
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- | No log | 17.3333 | 156 | 0.8999 | 0.5201 | 0.8999 | 0.9486 |
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- | No log | 17.5556 | 158 | 0.9278 | 0.4913 | 0.9278 | 0.9632 |
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- | No log | 17.7778 | 160 | 0.9461 | 0.4515 | 0.9461 | 0.9727 |
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- | No log | 18.0 | 162 | 1.0212 | 0.3419 | 1.0212 | 1.0106 |
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- | No log | 18.2222 | 164 | 1.0817 | 0.3907 | 1.0817 | 1.0400 |
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- | No log | 18.4444 | 166 | 1.0522 | 0.3814 | 1.0522 | 1.0258 |
135
- | No log | 18.6667 | 168 | 0.9635 | 0.3488 | 0.9635 | 0.9816 |
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- | No log | 18.8889 | 170 | 0.9211 | 0.4761 | 0.9211 | 0.9597 |
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- | No log | 19.1111 | 172 | 0.9211 | 0.4990 | 0.9211 | 0.9597 |
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- | No log | 19.3333 | 174 | 0.9485 | 0.5071 | 0.9485 | 0.9739 |
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- | No log | 19.5556 | 176 | 0.9827 | 0.4453 | 0.9827 | 0.9913 |
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- | No log | 19.7778 | 178 | 0.9542 | 0.4918 | 0.9542 | 0.9768 |
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- | No log | 20.0 | 180 | 0.9297 | 0.4719 | 0.9297 | 0.9642 |
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- | No log | 20.2222 | 182 | 0.9070 | 0.4513 | 0.9070 | 0.9523 |
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- | No log | 20.4444 | 184 | 0.8585 | 0.4328 | 0.8585 | 0.9265 |
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- | No log | 20.6667 | 186 | 0.8348 | 0.5102 | 0.8348 | 0.9137 |
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- | No log | 20.8889 | 188 | 0.8271 | 0.4938 | 0.8271 | 0.9095 |
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- | No log | 21.1111 | 190 | 0.8498 | 0.5415 | 0.8498 | 0.9218 |
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- | No log | 21.3333 | 192 | 0.8345 | 0.5263 | 0.8345 | 0.9135 |
148
- | No log | 21.5556 | 194 | 0.8494 | 0.5427 | 0.8494 | 0.9216 |
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- | No log | 21.7778 | 196 | 0.8426 | 0.5094 | 0.8426 | 0.9179 |
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- | No log | 22.0 | 198 | 0.8629 | 0.4840 | 0.8629 | 0.9289 |
151
- | No log | 22.2222 | 200 | 0.8575 | 0.4853 | 0.8575 | 0.9260 |
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- | No log | 22.4444 | 202 | 0.8132 | 0.5208 | 0.8132 | 0.9018 |
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- | No log | 22.6667 | 204 | 0.7972 | 0.5861 | 0.7972 | 0.8928 |
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- | No log | 22.8889 | 206 | 0.8065 | 0.4803 | 0.8065 | 0.8981 |
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- | No log | 23.1111 | 208 | 0.8282 | 0.4764 | 0.8282 | 0.9100 |
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- | No log | 23.3333 | 210 | 0.9151 | 0.3811 | 0.9151 | 0.9566 |
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- | No log | 23.5556 | 212 | 0.9865 | 0.3772 | 0.9865 | 0.9932 |
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- | No log | 23.7778 | 214 | 0.9273 | 0.3862 | 0.9273 | 0.9630 |
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- | No log | 24.0 | 216 | 0.8171 | 0.4572 | 0.8171 | 0.9039 |
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- | No log | 24.2222 | 218 | 0.7935 | 0.5905 | 0.7935 | 0.8908 |
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- | No log | 24.4444 | 220 | 0.8258 | 0.5902 | 0.8258 | 0.9087 |
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- | No log | 24.6667 | 222 | 0.8326 | 0.5561 | 0.8326 | 0.9125 |
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- | No log | 24.8889 | 224 | 0.8455 | 0.5196 | 0.8455 | 0.9195 |
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- | No log | 25.1111 | 226 | 0.9509 | 0.4927 | 0.9509 | 0.9752 |
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- | No log | 25.3333 | 228 | 0.9854 | 0.4821 | 0.9854 | 0.9927 |
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- | No log | 25.5556 | 230 | 0.9133 | 0.3902 | 0.9133 | 0.9557 |
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- | No log | 25.7778 | 232 | 0.8769 | 0.5673 | 0.8769 | 0.9364 |
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- | No log | 26.0 | 234 | 0.9653 | 0.5697 | 0.9653 | 0.9825 |
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- | No log | 26.2222 | 236 | 1.0018 | 0.4998 | 1.0018 | 1.0009 |
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- | No log | 26.4444 | 238 | 0.9468 | 0.5299 | 0.9468 | 0.9731 |
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- | No log | 26.6667 | 240 | 0.8496 | 0.5263 | 0.8496 | 0.9217 |
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- | No log | 26.8889 | 242 | 0.8776 | 0.5197 | 0.8776 | 0.9368 |
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- | No log | 27.1111 | 244 | 0.9116 | 0.4465 | 0.9116 | 0.9548 |
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- | No log | 27.3333 | 246 | 0.9008 | 0.4604 | 0.9008 | 0.9491 |
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- | No log | 27.5556 | 248 | 0.8907 | 0.4884 | 0.8907 | 0.9437 |
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- | No log | 27.7778 | 250 | 0.8807 | 0.4816 | 0.8807 | 0.9385 |
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- | No log | 28.0 | 252 | 0.8960 | 0.5014 | 0.8960 | 0.9466 |
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- | No log | 28.2222 | 254 | 0.9120 | 0.5002 | 0.9120 | 0.9550 |
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- | No log | 28.4444 | 256 | 0.9266 | 0.4006 | 0.9266 | 0.9626 |
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- | No log | 28.6667 | 258 | 0.9002 | 0.4374 | 0.9002 | 0.9488 |
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- | No log | 28.8889 | 260 | 0.8529 | 0.4977 | 0.8529 | 0.9235 |
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- | No log | 29.1111 | 262 | 0.8418 | 0.4863 | 0.8418 | 0.9175 |
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- | No log | 29.3333 | 264 | 0.8210 | 0.5186 | 0.8210 | 0.9061 |
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- | No log | 29.5556 | 266 | 0.7884 | 0.5797 | 0.7884 | 0.8879 |
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- | No log | 29.7778 | 268 | 0.7789 | 0.5471 | 0.7789 | 0.8825 |
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- | No log | 30.0 | 270 | 0.7765 | 0.5785 | 0.7765 | 0.8812 |
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- | No log | 30.2222 | 272 | 0.7948 | 0.5711 | 0.7948 | 0.8915 |
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- | No log | 30.4444 | 274 | 0.8300 | 0.4849 | 0.8300 | 0.9111 |
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- | No log | 30.6667 | 276 | 0.8529 | 0.4846 | 0.8529 | 0.9235 |
190
- | No log | 30.8889 | 278 | 0.8238 | 0.5349 | 0.8238 | 0.9077 |
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- | No log | 31.1111 | 280 | 0.8042 | 0.5451 | 0.8042 | 0.8968 |
192
- | No log | 31.3333 | 282 | 0.7975 | 0.5066 | 0.7975 | 0.8931 |
193
- | No log | 31.5556 | 284 | 0.7675 | 0.5098 | 0.7675 | 0.8761 |
194
- | No log | 31.7778 | 286 | 0.7645 | 0.5431 | 0.7645 | 0.8744 |
195
- | No log | 32.0 | 288 | 0.7909 | 0.5522 | 0.7909 | 0.8893 |
196
- | No log | 32.2222 | 290 | 0.8158 | 0.5147 | 0.8158 | 0.9032 |
197
- | No log | 32.4444 | 292 | 0.7826 | 0.5221 | 0.7826 | 0.8847 |
198
- | No log | 32.6667 | 294 | 0.7606 | 0.5809 | 0.7606 | 0.8721 |
199
- | No log | 32.8889 | 296 | 0.7673 | 0.5690 | 0.7673 | 0.8760 |
200
- | No log | 33.1111 | 298 | 0.7967 | 0.5188 | 0.7967 | 0.8926 |
201
- | No log | 33.3333 | 300 | 0.8811 | 0.4205 | 0.8811 | 0.9387 |
202
- | No log | 33.5556 | 302 | 0.8816 | 0.4214 | 0.8816 | 0.9389 |
203
- | No log | 33.7778 | 304 | 0.8475 | 0.4327 | 0.8475 | 0.9206 |
204
- | No log | 34.0 | 306 | 0.8715 | 0.4278 | 0.8715 | 0.9335 |
205
- | No log | 34.2222 | 308 | 0.8794 | 0.4255 | 0.8794 | 0.9378 |
206
- | No log | 34.4444 | 310 | 0.8706 | 0.4348 | 0.8706 | 0.9331 |
207
- | No log | 34.6667 | 312 | 0.8429 | 0.5027 | 0.8429 | 0.9181 |
208
- | No log | 34.8889 | 314 | 0.8390 | 0.4806 | 0.8390 | 0.9160 |
209
- | No log | 35.1111 | 316 | 0.8574 | 0.4806 | 0.8574 | 0.9260 |
210
- | No log | 35.3333 | 318 | 0.8503 | 0.4806 | 0.8503 | 0.9221 |
211
- | No log | 35.5556 | 320 | 0.8581 | 0.4806 | 0.8581 | 0.9264 |
212
- | No log | 35.7778 | 322 | 0.8492 | 0.4924 | 0.8492 | 0.9215 |
213
- | No log | 36.0 | 324 | 0.8573 | 0.4720 | 0.8573 | 0.9259 |
214
- | No log | 36.2222 | 326 | 0.8777 | 0.4730 | 0.8777 | 0.9368 |
215
- | No log | 36.4444 | 328 | 0.8300 | 0.5349 | 0.8300 | 0.9110 |
216
- | No log | 36.6667 | 330 | 0.8103 | 0.5673 | 0.8103 | 0.9001 |
217
- | No log | 36.8889 | 332 | 0.8493 | 0.4834 | 0.8493 | 0.9216 |
218
- | No log | 37.1111 | 334 | 0.8574 | 0.5018 | 0.8574 | 0.9259 |
219
- | No log | 37.3333 | 336 | 0.8321 | 0.4924 | 0.8321 | 0.9122 |
220
- | No log | 37.5556 | 338 | 0.7999 | 0.5634 | 0.7999 | 0.8944 |
221
- | No log | 37.7778 | 340 | 0.7763 | 0.5740 | 0.7763 | 0.8811 |
222
- | No log | 38.0 | 342 | 0.7579 | 0.5866 | 0.7579 | 0.8706 |
223
- | No log | 38.2222 | 344 | 0.7358 | 0.5471 | 0.7358 | 0.8578 |
224
- | No log | 38.4444 | 346 | 0.7346 | 0.5796 | 0.7346 | 0.8571 |
225
- | No log | 38.6667 | 348 | 0.7482 | 0.5455 | 0.7482 | 0.8650 |
226
- | No log | 38.8889 | 350 | 0.7969 | 0.5505 | 0.7969 | 0.8927 |
227
- | No log | 39.1111 | 352 | 0.8541 | 0.4625 | 0.8541 | 0.9242 |
228
- | No log | 39.3333 | 354 | 0.8503 | 0.4517 | 0.8503 | 0.9221 |
229
- | No log | 39.5556 | 356 | 0.7931 | 0.5599 | 0.7931 | 0.8906 |
230
- | No log | 39.7778 | 358 | 0.7412 | 0.5902 | 0.7412 | 0.8609 |
231
- | No log | 40.0 | 360 | 0.7230 | 0.6306 | 0.7230 | 0.8503 |
232
- | No log | 40.2222 | 362 | 0.7208 | 0.6124 | 0.7208 | 0.8490 |
233
- | No log | 40.4444 | 364 | 0.7212 | 0.6306 | 0.7212 | 0.8493 |
234
- | No log | 40.6667 | 366 | 0.7598 | 0.5752 | 0.7598 | 0.8717 |
235
- | No log | 40.8889 | 368 | 0.8590 | 0.4167 | 0.8590 | 0.9268 |
236
- | No log | 41.1111 | 370 | 0.9251 | 0.3642 | 0.9251 | 0.9618 |
237
- | No log | 41.3333 | 372 | 0.9195 | 0.3461 | 0.9195 | 0.9589 |
238
- | No log | 41.5556 | 374 | 0.8334 | 0.4191 | 0.8334 | 0.9129 |
239
- | No log | 41.7778 | 376 | 0.7559 | 0.5618 | 0.7559 | 0.8694 |
240
- | No log | 42.0 | 378 | 0.7102 | 0.5964 | 0.7102 | 0.8427 |
241
- | No log | 42.2222 | 380 | 0.7045 | 0.5851 | 0.7045 | 0.8393 |
242
- | No log | 42.4444 | 382 | 0.7053 | 0.6167 | 0.7053 | 0.8398 |
243
- | No log | 42.6667 | 384 | 0.7264 | 0.6022 | 0.7264 | 0.8523 |
244
- | No log | 42.8889 | 386 | 0.7548 | 0.5819 | 0.7548 | 0.8688 |
245
- | No log | 43.1111 | 388 | 0.7483 | 0.6301 | 0.7483 | 0.8651 |
246
- | No log | 43.3333 | 390 | 0.7539 | 0.6075 | 0.7539 | 0.8682 |
247
- | No log | 43.5556 | 392 | 0.7429 | 0.6781 | 0.7429 | 0.8619 |
248
- | No log | 43.7778 | 394 | 0.7332 | 0.6820 | 0.7332 | 0.8563 |
249
- | No log | 44.0 | 396 | 0.7307 | 0.6650 | 0.7307 | 0.8548 |
250
- | No log | 44.2222 | 398 | 0.7366 | 0.6048 | 0.7366 | 0.8583 |
251
- | No log | 44.4444 | 400 | 0.7397 | 0.6048 | 0.7397 | 0.8601 |
252
- | No log | 44.6667 | 402 | 0.7432 | 0.5853 | 0.7432 | 0.8621 |
253
- | No log | 44.8889 | 404 | 0.7438 | 0.6288 | 0.7438 | 0.8624 |
254
- | No log | 45.1111 | 406 | 0.7525 | 0.6350 | 0.7525 | 0.8675 |
255
- | No log | 45.3333 | 408 | 0.7520 | 0.6383 | 0.7520 | 0.8672 |
256
- | No log | 45.5556 | 410 | 0.7606 | 0.6350 | 0.7606 | 0.8721 |
257
- | No log | 45.7778 | 412 | 0.7826 | 0.5401 | 0.7826 | 0.8846 |
258
- | No log | 46.0 | 414 | 0.8032 | 0.5074 | 0.8032 | 0.8962 |
259
- | No log | 46.2222 | 416 | 0.8109 | 0.5291 | 0.8109 | 0.9005 |
260
- | No log | 46.4444 | 418 | 0.8018 | 0.5291 | 0.8018 | 0.8954 |
261
- | No log | 46.6667 | 420 | 0.7872 | 0.5629 | 0.7872 | 0.8872 |
262
- | No log | 46.8889 | 422 | 0.7759 | 0.5629 | 0.7759 | 0.8809 |
263
- | No log | 47.1111 | 424 | 0.7648 | 0.5891 | 0.7648 | 0.8745 |
264
- | No log | 47.3333 | 426 | 0.7709 | 0.5891 | 0.7709 | 0.8780 |
265
- | No log | 47.5556 | 428 | 0.7806 | 0.5629 | 0.7806 | 0.8835 |
266
- | No log | 47.7778 | 430 | 0.7942 | 0.5629 | 0.7942 | 0.8912 |
267
- | No log | 48.0 | 432 | 0.8006 | 0.5830 | 0.8006 | 0.8947 |
268
- | No log | 48.2222 | 434 | 0.8246 | 0.5603 | 0.8246 | 0.9081 |
269
- | No log | 48.4444 | 436 | 0.8266 | 0.5603 | 0.8266 | 0.9092 |
270
- | No log | 48.6667 | 438 | 0.8359 | 0.5401 | 0.8359 | 0.9143 |
271
- | No log | 48.8889 | 440 | 0.8393 | 0.5404 | 0.8393 | 0.9161 |
272
- | No log | 49.1111 | 442 | 0.8355 | 0.5404 | 0.8355 | 0.9141 |
273
- | No log | 49.3333 | 444 | 0.8104 | 0.5637 | 0.8104 | 0.9002 |
274
- | No log | 49.5556 | 446 | 0.7911 | 0.5645 | 0.7911 | 0.8894 |
275
- | No log | 49.7778 | 448 | 0.7893 | 0.5565 | 0.7893 | 0.8884 |
276
- | No log | 50.0 | 450 | 0.7997 | 0.5676 | 0.7997 | 0.8943 |
277
- | No log | 50.2222 | 452 | 0.8122 | 0.5663 | 0.8122 | 0.9012 |
278
- | No log | 50.4444 | 454 | 0.7922 | 0.5676 | 0.7922 | 0.8901 |
279
- | No log | 50.6667 | 456 | 0.7744 | 0.5921 | 0.7744 | 0.8800 |
280
- | No log | 50.8889 | 458 | 0.7622 | 0.5570 | 0.7622 | 0.8730 |
281
- | No log | 51.1111 | 460 | 0.7750 | 0.6066 | 0.7750 | 0.8803 |
282
- | No log | 51.3333 | 462 | 0.8055 | 0.6038 | 0.8055 | 0.8975 |
283
- | No log | 51.5556 | 464 | 0.8601 | 0.5235 | 0.8601 | 0.9274 |
284
- | No log | 51.7778 | 466 | 0.8946 | 0.4333 | 0.8946 | 0.9458 |
285
- | No log | 52.0 | 468 | 0.8923 | 0.4333 | 0.8923 | 0.9446 |
286
- | No log | 52.2222 | 470 | 0.8603 | 0.4840 | 0.8603 | 0.9275 |
287
- | No log | 52.4444 | 472 | 0.8070 | 0.5637 | 0.8070 | 0.8983 |
288
- | No log | 52.6667 | 474 | 0.7745 | 0.5329 | 0.7745 | 0.8801 |
289
- | No log | 52.8889 | 476 | 0.7636 | 0.5570 | 0.7636 | 0.8738 |
290
- | No log | 53.1111 | 478 | 0.7682 | 0.5570 | 0.7682 | 0.8764 |
291
- | No log | 53.3333 | 480 | 0.7860 | 0.5921 | 0.7860 | 0.8866 |
292
- | No log | 53.5556 | 482 | 0.7976 | 0.5666 | 0.7976 | 0.8931 |
293
- | No log | 53.7778 | 484 | 0.8190 | 0.5304 | 0.8190 | 0.9050 |
294
- | No log | 54.0 | 486 | 0.8362 | 0.4956 | 0.8362 | 0.9144 |
295
- | No log | 54.2222 | 488 | 0.8508 | 0.4735 | 0.8508 | 0.9224 |
296
- | No log | 54.4444 | 490 | 0.8520 | 0.4735 | 0.8520 | 0.9230 |
297
- | No log | 54.6667 | 492 | 0.8284 | 0.5291 | 0.8284 | 0.9102 |
298
- | No log | 54.8889 | 494 | 0.8139 | 0.5618 | 0.8139 | 0.9022 |
299
- | No log | 55.1111 | 496 | 0.7976 | 0.5637 | 0.7976 | 0.8931 |
300
- | No log | 55.3333 | 498 | 0.7915 | 0.5637 | 0.7915 | 0.8897 |
301
- | 0.2177 | 55.5556 | 500 | 0.7956 | 0.5645 | 0.7956 | 0.8919 |
302
- | 0.2177 | 55.7778 | 502 | 0.8107 | 0.5186 | 0.8107 | 0.9004 |
303
- | 0.2177 | 56.0 | 504 | 0.8355 | 0.5054 | 0.8355 | 0.9141 |
304
- | 0.2177 | 56.2222 | 506 | 0.8759 | 0.4285 | 0.8759 | 0.9359 |
305
- | 0.2177 | 56.4444 | 508 | 0.8936 | 0.4058 | 0.8936 | 0.9453 |
306
- | 0.2177 | 56.6667 | 510 | 0.8973 | 0.3944 | 0.8973 | 0.9472 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k3_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k3_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5576
19
+ - Qwk: 0.6361
20
+ - Mse: 0.5576
21
+ - Rmse: 0.7468
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1818 | 2 | 3.8475 | -0.0109 | 3.8475 | 1.9615 |
53
+ | No log | 0.3636 | 4 | 2.6136 | 0.0471 | 2.6136 | 1.6167 |
54
+ | No log | 0.5455 | 6 | 1.5905 | -0.0563 | 1.5905 | 1.2612 |
55
+ | No log | 0.7273 | 8 | 1.0733 | 0.1738 | 1.0733 | 1.0360 |
56
+ | No log | 0.9091 | 10 | 1.0527 | 0.3353 | 1.0527 | 1.0260 |
57
+ | No log | 1.0909 | 12 | 1.2137 | -0.0096 | 1.2137 | 1.1017 |
58
+ | No log | 1.2727 | 14 | 1.2508 | -0.0296 | 1.2508 | 1.1184 |
59
+ | No log | 1.4545 | 16 | 1.3939 | 0.0 | 1.3939 | 1.1806 |
60
+ | No log | 1.6364 | 18 | 1.3987 | 0.0 | 1.3987 | 1.1827 |
61
+ | No log | 1.8182 | 20 | 1.1914 | 0.0436 | 1.1914 | 1.0915 |
62
+ | No log | 2.0 | 22 | 0.9905 | 0.3414 | 0.9905 | 0.9952 |
63
+ | No log | 2.1818 | 24 | 0.9483 | 0.2865 | 0.9483 | 0.9738 |
64
+ | No log | 2.3636 | 26 | 0.9976 | 0.2441 | 0.9976 | 0.9988 |
65
+ | No log | 2.5455 | 28 | 0.9958 | 0.2588 | 0.9958 | 0.9979 |
66
+ | No log | 2.7273 | 30 | 1.0780 | 0.2330 | 1.0780 | 1.0383 |
67
+ | No log | 2.9091 | 32 | 1.0637 | 0.2708 | 1.0637 | 1.0313 |
68
+ | No log | 3.0909 | 34 | 0.9464 | 0.3187 | 0.9464 | 0.9728 |
69
+ | No log | 3.2727 | 36 | 0.8274 | 0.3519 | 0.8274 | 0.9096 |
70
+ | No log | 3.4545 | 38 | 0.8156 | 0.4612 | 0.8156 | 0.9031 |
71
+ | No log | 3.6364 | 40 | 0.8506 | 0.4853 | 0.8506 | 0.9223 |
72
+ | No log | 3.8182 | 42 | 1.1236 | 0.3165 | 1.1236 | 1.0600 |
73
+ | No log | 4.0 | 44 | 1.1180 | 0.3165 | 1.1180 | 1.0574 |
74
+ | No log | 4.1818 | 46 | 0.8601 | 0.4767 | 0.8601 | 0.9274 |
75
+ | No log | 4.3636 | 48 | 0.7598 | 0.5522 | 0.7598 | 0.8716 |
76
+ | No log | 4.5455 | 50 | 0.8301 | 0.5549 | 0.8301 | 0.9111 |
77
+ | No log | 4.7273 | 52 | 0.8662 | 0.5046 | 0.8662 | 0.9307 |
78
+ | No log | 4.9091 | 54 | 0.8412 | 0.5255 | 0.8412 | 0.9172 |
79
+ | No log | 5.0909 | 56 | 0.8169 | 0.5575 | 0.8169 | 0.9038 |
80
+ | No log | 5.2727 | 58 | 0.8667 | 0.5240 | 0.8667 | 0.9310 |
81
+ | No log | 5.4545 | 60 | 0.8913 | 0.5187 | 0.8913 | 0.9441 |
82
+ | No log | 5.6364 | 62 | 0.8793 | 0.4890 | 0.8793 | 0.9377 |
83
+ | No log | 5.8182 | 64 | 0.9781 | 0.4926 | 0.9781 | 0.9890 |
84
+ | No log | 6.0 | 66 | 0.9253 | 0.5030 | 0.9253 | 0.9619 |
85
+ | No log | 6.1818 | 68 | 0.7959 | 0.4705 | 0.7959 | 0.8921 |
86
+ | No log | 6.3636 | 70 | 0.7659 | 0.4970 | 0.7659 | 0.8751 |
87
+ | No log | 6.5455 | 72 | 0.7493 | 0.5401 | 0.7493 | 0.8656 |
88
+ | No log | 6.7273 | 74 | 0.7358 | 0.5268 | 0.7358 | 0.8578 |
89
+ | No log | 6.9091 | 76 | 0.7053 | 0.6325 | 0.7053 | 0.8398 |
90
+ | No log | 7.0909 | 78 | 0.6956 | 0.5621 | 0.6956 | 0.8340 |
91
+ | No log | 7.2727 | 80 | 0.7030 | 0.6198 | 0.7030 | 0.8384 |
92
+ | No log | 7.4545 | 82 | 0.6528 | 0.6415 | 0.6528 | 0.8080 |
93
+ | No log | 7.6364 | 84 | 0.6598 | 0.6227 | 0.6598 | 0.8123 |
94
+ | No log | 7.8182 | 86 | 0.7050 | 0.6166 | 0.7050 | 0.8397 |
95
+ | No log | 8.0 | 88 | 0.7135 | 0.6642 | 0.7135 | 0.8447 |
96
+ | No log | 8.1818 | 90 | 0.7119 | 0.6041 | 0.7119 | 0.8437 |
97
+ | No log | 8.3636 | 92 | 0.7423 | 0.5816 | 0.7423 | 0.8616 |
98
+ | No log | 8.5455 | 94 | 0.6923 | 0.5393 | 0.6923 | 0.8320 |
99
+ | No log | 8.7273 | 96 | 0.6715 | 0.5785 | 0.6715 | 0.8194 |
100
+ | No log | 8.9091 | 98 | 0.6832 | 0.6147 | 0.6832 | 0.8265 |
101
+ | No log | 9.0909 | 100 | 0.6891 | 0.5909 | 0.6891 | 0.8301 |
102
+ | No log | 9.2727 | 102 | 0.7501 | 0.5336 | 0.7501 | 0.8661 |
103
+ | No log | 9.4545 | 104 | 0.6533 | 0.5155 | 0.6533 | 0.8083 |
104
+ | No log | 9.6364 | 106 | 0.6342 | 0.6405 | 0.6342 | 0.7964 |
105
+ | No log | 9.8182 | 108 | 0.6291 | 0.6538 | 0.6291 | 0.7931 |
106
+ | No log | 10.0 | 110 | 0.6419 | 0.6647 | 0.6419 | 0.8012 |
107
+ | No log | 10.1818 | 112 | 0.6348 | 0.6581 | 0.6348 | 0.7967 |
108
+ | No log | 10.3636 | 114 | 0.7084 | 0.6697 | 0.7084 | 0.8416 |
109
+ | No log | 10.5455 | 116 | 0.6365 | 0.6772 | 0.6365 | 0.7978 |
110
+ | No log | 10.7273 | 118 | 0.6717 | 0.6008 | 0.6717 | 0.8196 |
111
+ | No log | 10.9091 | 120 | 0.8523 | 0.5800 | 0.8523 | 0.9232 |
112
+ | No log | 11.0909 | 122 | 0.7612 | 0.6485 | 0.7612 | 0.8725 |
113
+ | No log | 11.2727 | 124 | 0.6167 | 0.6269 | 0.6167 | 0.7853 |
114
+ | No log | 11.4545 | 126 | 0.6097 | 0.6419 | 0.6097 | 0.7808 |
115
+ | No log | 11.6364 | 128 | 0.5926 | 0.6838 | 0.5926 | 0.7698 |
116
+ | No log | 11.8182 | 130 | 0.6174 | 0.6237 | 0.6174 | 0.7857 |
117
+ | No log | 12.0 | 132 | 0.7292 | 0.6487 | 0.7292 | 0.8540 |
118
+ | No log | 12.1818 | 134 | 0.6495 | 0.5909 | 0.6495 | 0.8059 |
119
+ | No log | 12.3636 | 136 | 0.5794 | 0.6857 | 0.5794 | 0.7612 |
120
+ | No log | 12.5455 | 138 | 0.5670 | 0.6857 | 0.5670 | 0.7530 |
121
+ | No log | 12.7273 | 140 | 0.5694 | 0.6528 | 0.5694 | 0.7546 |
122
+ | No log | 12.9091 | 142 | 0.5552 | 0.6753 | 0.5552 | 0.7451 |
123
+ | No log | 13.0909 | 144 | 0.5580 | 0.7133 | 0.5580 | 0.7470 |
124
+ | No log | 13.2727 | 146 | 0.5639 | 0.7233 | 0.5639 | 0.7509 |
125
+ | No log | 13.4545 | 148 | 0.6342 | 0.6823 | 0.6342 | 0.7963 |
126
+ | No log | 13.6364 | 150 | 0.6724 | 0.6823 | 0.6724 | 0.8200 |
127
+ | No log | 13.8182 | 152 | 0.6301 | 0.6529 | 0.6301 | 0.7938 |
128
+ | No log | 14.0 | 154 | 0.5418 | 0.6962 | 0.5418 | 0.7361 |
129
+ | No log | 14.1818 | 156 | 0.5523 | 0.6164 | 0.5523 | 0.7432 |
130
+ | No log | 14.3636 | 158 | 0.5381 | 0.6627 | 0.5381 | 0.7336 |
131
+ | No log | 14.5455 | 160 | 0.5742 | 0.6446 | 0.5742 | 0.7578 |
132
+ | No log | 14.7273 | 162 | 0.6421 | 0.6838 | 0.6421 | 0.8013 |
133
+ | No log | 14.9091 | 164 | 0.6519 | 0.6626 | 0.6519 | 0.8074 |
134
+ | No log | 15.0909 | 166 | 0.7319 | 0.5509 | 0.7319 | 0.8555 |
135
+ | No log | 15.2727 | 168 | 0.7970 | 0.5142 | 0.7970 | 0.8928 |
136
+ | No log | 15.4545 | 170 | 0.6737 | 0.6543 | 0.6737 | 0.8208 |
137
+ | No log | 15.6364 | 172 | 0.6564 | 0.6929 | 0.6564 | 0.8102 |
138
+ | No log | 15.8182 | 174 | 0.6549 | 0.7126 | 0.6549 | 0.8093 |
139
+ | No log | 16.0 | 176 | 0.5882 | 0.6104 | 0.5882 | 0.7670 |
140
+ | No log | 16.1818 | 178 | 0.5807 | 0.6011 | 0.5807 | 0.7621 |
141
+ | No log | 16.3636 | 180 | 0.5869 | 0.6345 | 0.5869 | 0.7661 |
142
+ | No log | 16.5455 | 182 | 0.6197 | 0.6841 | 0.6197 | 0.7872 |
143
+ | No log | 16.7273 | 184 | 0.6037 | 0.6736 | 0.6037 | 0.7770 |
144
+ | No log | 16.9091 | 186 | 0.5893 | 0.6720 | 0.5893 | 0.7677 |
145
+ | No log | 17.0909 | 188 | 0.5967 | 0.6720 | 0.5967 | 0.7725 |
146
+ | No log | 17.2727 | 190 | 0.6140 | 0.6500 | 0.6140 | 0.7836 |
147
+ | No log | 17.4545 | 192 | 0.6231 | 0.6207 | 0.6231 | 0.7894 |
148
+ | No log | 17.6364 | 194 | 0.6195 | 0.6398 | 0.6195 | 0.7871 |
149
+ | No log | 17.8182 | 196 | 0.6387 | 0.6197 | 0.6387 | 0.7992 |
150
+ | No log | 18.0 | 198 | 0.6519 | 0.6371 | 0.6519 | 0.8074 |
151
+ | No log | 18.1818 | 200 | 0.6196 | 0.6196 | 0.6196 | 0.7872 |
152
+ | No log | 18.3636 | 202 | 0.6447 | 0.6675 | 0.6447 | 0.8029 |
153
+ | No log | 18.5455 | 204 | 0.6382 | 0.6491 | 0.6382 | 0.7989 |
154
+ | No log | 18.7273 | 206 | 0.6139 | 0.6186 | 0.6139 | 0.7835 |
155
+ | No log | 18.9091 | 208 | 0.7057 | 0.6257 | 0.7057 | 0.8401 |
156
+ | No log | 19.0909 | 210 | 0.7432 | 0.6227 | 0.7432 | 0.8621 |
157
+ | No log | 19.2727 | 212 | 0.6315 | 0.6228 | 0.6315 | 0.7947 |
158
+ | No log | 19.4545 | 214 | 0.5647 | 0.6619 | 0.5647 | 0.7515 |
159
+ | No log | 19.6364 | 216 | 0.5625 | 0.6154 | 0.5625 | 0.7500 |
160
+ | No log | 19.8182 | 218 | 0.5822 | 0.6806 | 0.5822 | 0.7630 |
161
+ | No log | 20.0 | 220 | 0.5865 | 0.7122 | 0.5865 | 0.7658 |
162
+ | No log | 20.1818 | 222 | 0.5941 | 0.7019 | 0.5941 | 0.7708 |
163
+ | No log | 20.3636 | 224 | 0.6008 | 0.7283 | 0.6008 | 0.7751 |
164
+ | No log | 20.5455 | 226 | 0.6151 | 0.6965 | 0.6151 | 0.7843 |
165
+ | No log | 20.7273 | 228 | 0.5834 | 0.6704 | 0.5834 | 0.7638 |
166
+ | No log | 20.9091 | 230 | 0.5881 | 0.7122 | 0.5881 | 0.7669 |
167
+ | No log | 21.0909 | 232 | 0.6008 | 0.6473 | 0.6008 | 0.7751 |
168
+ | No log | 21.2727 | 234 | 0.5867 | 0.6779 | 0.5867 | 0.7660 |
169
+ | No log | 21.4545 | 236 | 0.5875 | 0.6779 | 0.5875 | 0.7665 |
170
+ | No log | 21.6364 | 238 | 0.6075 | 0.6396 | 0.6075 | 0.7794 |
171
+ | No log | 21.8182 | 240 | 0.6074 | 0.6249 | 0.6074 | 0.7794 |
172
+ | No log | 22.0 | 242 | 0.6427 | 0.6493 | 0.6427 | 0.8017 |
173
+ | No log | 22.1818 | 244 | 0.6228 | 0.6914 | 0.6228 | 0.7892 |
174
+ | No log | 22.3636 | 246 | 0.5699 | 0.6256 | 0.5699 | 0.7549 |
175
+ | No log | 22.5455 | 248 | 0.5700 | 0.6572 | 0.5700 | 0.7550 |
176
+ | No log | 22.7273 | 250 | 0.6091 | 0.6259 | 0.6091 | 0.7804 |
177
+ | No log | 22.9091 | 252 | 0.6593 | 0.6053 | 0.6593 | 0.8120 |
178
+ | No log | 23.0909 | 254 | 0.6283 | 0.5121 | 0.6283 | 0.7927 |
179
+ | No log | 23.2727 | 256 | 0.6100 | 0.5882 | 0.6100 | 0.7810 |
180
+ | No log | 23.4545 | 258 | 0.6059 | 0.6078 | 0.6059 | 0.7784 |
181
+ | No log | 23.6364 | 260 | 0.6037 | 0.6078 | 0.6037 | 0.7770 |
182
+ | No log | 23.8182 | 262 | 0.5810 | 0.6365 | 0.5810 | 0.7622 |
183
+ | No log | 24.0 | 264 | 0.6235 | 0.6419 | 0.6235 | 0.7896 |
184
+ | No log | 24.1818 | 266 | 0.6113 | 0.6419 | 0.6113 | 0.7818 |
185
+ | No log | 24.3636 | 268 | 0.5661 | 0.6423 | 0.5661 | 0.7524 |
186
+ | No log | 24.5455 | 270 | 0.6425 | 0.6108 | 0.6425 | 0.8016 |
187
+ | No log | 24.7273 | 272 | 0.6838 | 0.6445 | 0.6838 | 0.8269 |
188
+ | No log | 24.9091 | 274 | 0.5975 | 0.5994 | 0.5975 | 0.7730 |
189
+ | No log | 25.0909 | 276 | 0.5425 | 0.6680 | 0.5425 | 0.7366 |
190
+ | No log | 25.2727 | 278 | 0.5572 | 0.6269 | 0.5572 | 0.7464 |
191
+ | No log | 25.4545 | 280 | 0.5800 | 0.6468 | 0.5800 | 0.7616 |
192
+ | No log | 25.6364 | 282 | 0.5397 | 0.6695 | 0.5397 | 0.7347 |
193
+ | No log | 25.8182 | 284 | 0.5309 | 0.6339 | 0.5309 | 0.7287 |
194
+ | No log | 26.0 | 286 | 0.5347 | 0.6409 | 0.5347 | 0.7312 |
195
+ | No log | 26.1818 | 288 | 0.5254 | 0.6575 | 0.5254 | 0.7248 |
196
+ | No log | 26.3636 | 290 | 0.5319 | 0.7129 | 0.5319 | 0.7293 |
197
+ | No log | 26.5455 | 292 | 0.5642 | 0.6249 | 0.5642 | 0.7511 |
198
+ | No log | 26.7273 | 294 | 0.5435 | 0.6687 | 0.5435 | 0.7372 |
199
+ | No log | 26.9091 | 296 | 0.5295 | 0.6672 | 0.5295 | 0.7277 |
200
+ | No log | 27.0909 | 298 | 0.5248 | 0.6788 | 0.5248 | 0.7244 |
201
+ | No log | 27.2727 | 300 | 0.5337 | 0.6812 | 0.5337 | 0.7305 |
202
+ | No log | 27.4545 | 302 | 0.5229 | 0.6770 | 0.5229 | 0.7231 |
203
+ | No log | 27.6364 | 304 | 0.5364 | 0.6687 | 0.5364 | 0.7324 |
204
+ | No log | 27.8182 | 306 | 0.6462 | 0.5877 | 0.6462 | 0.8038 |
205
+ | No log | 28.0 | 308 | 0.6789 | 0.5756 | 0.6789 | 0.8239 |
206
+ | No log | 28.1818 | 310 | 0.6218 | 0.5799 | 0.6218 | 0.7885 |
207
+ | No log | 28.3636 | 312 | 0.5464 | 0.6857 | 0.5464 | 0.7392 |
208
+ | No log | 28.5455 | 314 | 0.5334 | 0.6857 | 0.5334 | 0.7303 |
209
+ | No log | 28.7273 | 316 | 0.5550 | 0.6609 | 0.5550 | 0.7450 |
210
+ | No log | 28.9091 | 318 | 0.5467 | 0.6782 | 0.5467 | 0.7394 |
211
+ | No log | 29.0909 | 320 | 0.5619 | 0.6296 | 0.5619 | 0.7496 |
212
+ | No log | 29.2727 | 322 | 0.5697 | 0.6502 | 0.5697 | 0.7548 |
213
+ | No log | 29.4545 | 324 | 0.5568 | 0.6337 | 0.5568 | 0.7462 |
214
+ | No log | 29.6364 | 326 | 0.5725 | 0.6337 | 0.5725 | 0.7566 |
215
+ | No log | 29.8182 | 328 | 0.5875 | 0.5809 | 0.5875 | 0.7665 |
216
+ | No log | 30.0 | 330 | 0.5728 | 0.5954 | 0.5728 | 0.7568 |
217
+ | No log | 30.1818 | 332 | 0.5670 | 0.6555 | 0.5670 | 0.7530 |
218
+ | No log | 30.3636 | 334 | 0.5680 | 0.6237 | 0.5680 | 0.7537 |
219
+ | No log | 30.5455 | 336 | 0.5771 | 0.6237 | 0.5771 | 0.7597 |
220
+ | No log | 30.7273 | 338 | 0.6140 | 0.6328 | 0.6140 | 0.7836 |
221
+ | No log | 30.9091 | 340 | 0.6132 | 0.6328 | 0.6132 | 0.7831 |
222
+ | No log | 31.0909 | 342 | 0.5839 | 0.6197 | 0.5839 | 0.7641 |
223
+ | No log | 31.2727 | 344 | 0.5831 | 0.6197 | 0.5831 | 0.7636 |
224
+ | No log | 31.4545 | 346 | 0.5785 | 0.6197 | 0.5785 | 0.7606 |
225
+ | No log | 31.6364 | 348 | 0.5965 | 0.6055 | 0.5965 | 0.7723 |
226
+ | No log | 31.8182 | 350 | 0.5960 | 0.6076 | 0.5960 | 0.7720 |
227
+ | No log | 32.0 | 352 | 0.5889 | 0.6186 | 0.5889 | 0.7674 |
228
+ | No log | 32.1818 | 354 | 0.5805 | 0.6297 | 0.5805 | 0.7619 |
229
+ | No log | 32.3636 | 356 | 0.5751 | 0.6658 | 0.5751 | 0.7583 |
230
+ | No log | 32.5455 | 358 | 0.5675 | 0.6720 | 0.5675 | 0.7533 |
231
+ | No log | 32.7273 | 360 | 0.5788 | 0.6405 | 0.5788 | 0.7608 |
232
+ | No log | 32.9091 | 362 | 0.5948 | 0.6614 | 0.5948 | 0.7712 |
233
+ | No log | 33.0909 | 364 | 0.6084 | 0.6575 | 0.6084 | 0.7800 |
234
+ | No log | 33.2727 | 366 | 0.6059 | 0.6575 | 0.6059 | 0.7784 |
235
+ | No log | 33.4545 | 368 | 0.5942 | 0.6473 | 0.5942 | 0.7708 |
236
+ | No log | 33.6364 | 370 | 0.5760 | 0.6297 | 0.5760 | 0.7590 |
237
+ | No log | 33.8182 | 372 | 0.6136 | 0.6325 | 0.6136 | 0.7833 |
238
+ | No log | 34.0 | 374 | 0.6169 | 0.6508 | 0.6169 | 0.7854 |
239
+ | No log | 34.1818 | 376 | 0.6158 | 0.6225 | 0.6158 | 0.7847 |
240
+ | No log | 34.3636 | 378 | 0.5794 | 0.6330 | 0.5794 | 0.7612 |
241
+ | No log | 34.5455 | 380 | 0.5681 | 0.6288 | 0.5681 | 0.7537 |
242
+ | No log | 34.7273 | 382 | 0.5582 | 0.6398 | 0.5582 | 0.7471 |
243
+ | No log | 34.9091 | 384 | 0.5586 | 0.6762 | 0.5586 | 0.7474 |
244
+ | No log | 35.0909 | 386 | 0.5690 | 0.6154 | 0.5690 | 0.7543 |
245
+ | No log | 35.2727 | 388 | 0.5621 | 0.6364 | 0.5621 | 0.7497 |
246
+ | No log | 35.4545 | 390 | 0.5555 | 0.6602 | 0.5555 | 0.7453 |
247
+ | No log | 35.6364 | 392 | 0.6054 | 0.6249 | 0.6054 | 0.7781 |
248
+ | No log | 35.8182 | 394 | 0.6378 | 0.5728 | 0.6378 | 0.7986 |
249
+ | No log | 36.0 | 396 | 0.6167 | 0.5938 | 0.6167 | 0.7853 |
250
+ | No log | 36.1818 | 398 | 0.6168 | 0.5948 | 0.6168 | 0.7853 |
251
+ | No log | 36.3636 | 400 | 0.6221 | 0.5708 | 0.6221 | 0.7887 |
252
+ | No log | 36.5455 | 402 | 0.6763 | 0.6247 | 0.6763 | 0.8224 |
253
+ | No log | 36.7273 | 404 | 0.6444 | 0.5973 | 0.6444 | 0.8027 |
254
+ | No log | 36.9091 | 406 | 0.5949 | 0.6337 | 0.5949 | 0.7713 |
255
+ | No log | 37.0909 | 408 | 0.5590 | 0.7129 | 0.5590 | 0.7476 |
256
+ | No log | 37.2727 | 410 | 0.5556 | 0.7129 | 0.5556 | 0.7454 |
257
+ | No log | 37.4545 | 412 | 0.5577 | 0.6806 | 0.5577 | 0.7468 |
258
+ | No log | 37.6364 | 414 | 0.5780 | 0.6269 | 0.5780 | 0.7603 |
259
+ | No log | 37.8182 | 416 | 0.6018 | 0.6157 | 0.6018 | 0.7757 |
260
+ | No log | 38.0 | 418 | 0.5868 | 0.6301 | 0.5868 | 0.7660 |
261
+ | No log | 38.1818 | 420 | 0.5867 | 0.6028 | 0.5867 | 0.7659 |
262
+ | No log | 38.3636 | 422 | 0.5897 | 0.5831 | 0.5897 | 0.7679 |
263
+ | No log | 38.5455 | 424 | 0.5881 | 0.5902 | 0.5881 | 0.7669 |
264
+ | No log | 38.7273 | 426 | 0.5953 | 0.6539 | 0.5953 | 0.7716 |
265
+ | No log | 38.9091 | 428 | 0.6029 | 0.6833 | 0.6029 | 0.7765 |
266
+ | No log | 39.0909 | 430 | 0.5913 | 0.6695 | 0.5913 | 0.7690 |
267
+ | No log | 39.2727 | 432 | 0.6115 | 0.6137 | 0.6115 | 0.7820 |
268
+ | No log | 39.4545 | 434 | 0.6982 | 0.5888 | 0.6982 | 0.8356 |
269
+ | No log | 39.6364 | 436 | 0.7204 | 0.5888 | 0.7204 | 0.8488 |
270
+ | No log | 39.8182 | 438 | 0.6641 | 0.5888 | 0.6641 | 0.8149 |
271
+ | No log | 40.0 | 440 | 0.6402 | 0.5810 | 0.6402 | 0.8001 |
272
+ | No log | 40.1818 | 442 | 0.6302 | 0.5751 | 0.6302 | 0.7938 |
273
+ | No log | 40.3636 | 444 | 0.6281 | 0.5751 | 0.6281 | 0.7925 |
274
+ | No log | 40.5455 | 446 | 0.6241 | 0.5869 | 0.6241 | 0.7900 |
275
+ | No log | 40.7273 | 448 | 0.6299 | 0.5438 | 0.6299 | 0.7936 |
276
+ | No log | 40.9091 | 450 | 0.6219 | 0.5833 | 0.6219 | 0.7886 |
277
+ | No log | 41.0909 | 452 | 0.6249 | 0.6057 | 0.6249 | 0.7905 |
278
+ | No log | 41.2727 | 454 | 0.6181 | 0.6057 | 0.6181 | 0.7862 |
279
+ | No log | 41.4545 | 456 | 0.6081 | 0.6028 | 0.6081 | 0.7798 |
280
+ | No log | 41.6364 | 458 | 0.6062 | 0.6028 | 0.6062 | 0.7786 |
281
+ | No log | 41.8182 | 460 | 0.6110 | 0.6124 | 0.6110 | 0.7817 |
282
+ | No log | 42.0 | 462 | 0.6143 | 0.6124 | 0.6143 | 0.7838 |
283
+ | No log | 42.1818 | 464 | 0.6300 | 0.6154 | 0.6300 | 0.7938 |
284
+ | No log | 42.3636 | 466 | 0.6908 | 0.5806 | 0.6908 | 0.8312 |
285
+ | No log | 42.5455 | 468 | 0.6937 | 0.5593 | 0.6937 | 0.8329 |
286
+ | No log | 42.7273 | 470 | 0.6457 | 0.5672 | 0.6457 | 0.8036 |
287
+ | No log | 42.9091 | 472 | 0.6125 | 0.5701 | 0.6125 | 0.7826 |
288
+ | No log | 43.0909 | 474 | 0.6318 | 0.5869 | 0.6318 | 0.7949 |
289
+ | No log | 43.2727 | 476 | 0.6266 | 0.5869 | 0.6266 | 0.7916 |
290
+ | No log | 43.4545 | 478 | 0.6027 | 0.5797 | 0.6027 | 0.7764 |
291
+ | No log | 43.6364 | 480 | 0.5942 | 0.6164 | 0.5942 | 0.7709 |
292
+ | No log | 43.8182 | 482 | 0.5843 | 0.6164 | 0.5843 | 0.7644 |
293
+ | No log | 44.0 | 484 | 0.5807 | 0.5660 | 0.5807 | 0.7620 |
294
+ | No log | 44.1818 | 486 | 0.5976 | 0.6438 | 0.5976 | 0.7731 |
295
+ | No log | 44.3636 | 488 | 0.5880 | 0.6656 | 0.5880 | 0.7668 |
296
+ | No log | 44.5455 | 490 | 0.5694 | 0.6177 | 0.5694 | 0.7546 |
297
+ | No log | 44.7273 | 492 | 0.5686 | 0.6380 | 0.5686 | 0.7540 |
298
+ | No log | 44.9091 | 494 | 0.5888 | 0.6396 | 0.5888 | 0.7673 |
299
+ | No log | 45.0909 | 496 | 0.6257 | 0.6249 | 0.6257 | 0.7910 |
300
+ | No log | 45.2727 | 498 | 0.6477 | 0.6025 | 0.6477 | 0.8048 |
301
+ | 0.2019 | 45.4545 | 500 | 0.6337 | 0.6025 | 0.6337 | 0.7960 |
302
+ | 0.2019 | 45.6364 | 502 | 0.5998 | 0.6361 | 0.5998 | 0.7744 |
303
+ | 0.2019 | 45.8182 | 504 | 0.5744 | 0.6335 | 0.5744 | 0.7579 |
304
+ | 0.2019 | 46.0 | 506 | 0.5754 | 0.6133 | 0.5754 | 0.7585 |
305
+ | 0.2019 | 46.1818 | 508 | 0.5933 | 0.6396 | 0.5933 | 0.7702 |
306
+ | 0.2019 | 46.3636 | 510 | 0.6149 | 0.6025 | 0.6149 | 0.7842 |
307
+ | 0.2019 | 46.5455 | 512 | 0.6134 | 0.6137 | 0.6134 | 0.7832 |
308
+ | 0.2019 | 46.7273 | 514 | 0.6019 | 0.6249 | 0.6019 | 0.7758 |
309
+ | 0.2019 | 46.9091 | 516 | 0.5955 | 0.6249 | 0.5955 | 0.7717 |
310
+ | 0.2019 | 47.0909 | 518 | 0.6106 | 0.6137 | 0.6106 | 0.7814 |
311
+ | 0.2019 | 47.2727 | 520 | 0.5962 | 0.6249 | 0.5962 | 0.7721 |
312
+ | 0.2019 | 47.4545 | 522 | 0.5943 | 0.6249 | 0.5943 | 0.7709 |
313
+ | 0.2019 | 47.6364 | 524 | 0.5745 | 0.6361 | 0.5745 | 0.7580 |
314
+ | 0.2019 | 47.8182 | 526 | 0.5568 | 0.6771 | 0.5568 | 0.7462 |
315
+ | 0.2019 | 48.0 | 528 | 0.5618 | 0.6833 | 0.5618 | 0.7495 |
316
+ | 0.2019 | 48.1818 | 530 | 0.5722 | 0.6498 | 0.5722 | 0.7565 |
317
+ | 0.2019 | 48.3636 | 532 | 0.5759 | 0.6252 | 0.5759 | 0.7589 |
318
+ | 0.2019 | 48.5455 | 534 | 0.5790 | 0.6539 | 0.5790 | 0.7609 |
319
+ | 0.2019 | 48.7273 | 536 | 0.5800 | 0.6199 | 0.5800 | 0.7616 |
320
+ | 0.2019 | 48.9091 | 538 | 0.5868 | 0.6167 | 0.5868 | 0.7660 |
321
+ | 0.2019 | 49.0909 | 540 | 0.5707 | 0.6728 | 0.5707 | 0.7555 |
322
+ | 0.2019 | 49.2727 | 542 | 0.5658 | 0.6370 | 0.5658 | 0.7522 |
323
+ | 0.2019 | 49.4545 | 544 | 0.5770 | 0.6165 | 0.5770 | 0.7596 |
324
+ | 0.2019 | 49.6364 | 546 | 0.5848 | 0.6759 | 0.5848 | 0.7647 |
325
+ | 0.2019 | 49.8182 | 548 | 0.5835 | 0.6165 | 0.5835 | 0.7639 |
326
+ | 0.2019 | 50.0 | 550 | 0.5816 | 0.6771 | 0.5816 | 0.7626 |
327
+ | 0.2019 | 50.1818 | 552 | 0.5735 | 0.6396 | 0.5735 | 0.7573 |
328
+ | 0.2019 | 50.3636 | 554 | 0.5565 | 0.6841 | 0.5565 | 0.7460 |
329
+ | 0.2019 | 50.5455 | 556 | 0.5514 | 0.7019 | 0.5514 | 0.7426 |
330
+ | 0.2019 | 50.7273 | 558 | 0.5480 | 0.6259 | 0.5480 | 0.7403 |
331
+ | 0.2019 | 50.9091 | 560 | 0.5527 | 0.6215 | 0.5527 | 0.7434 |
332
+ | 0.2019 | 51.0909 | 562 | 0.5483 | 0.6215 | 0.5483 | 0.7405 |
333
+ | 0.2019 | 51.2727 | 564 | 0.5376 | 0.6780 | 0.5376 | 0.7332 |
334
+ | 0.2019 | 51.4545 | 566 | 0.5524 | 0.6656 | 0.5524 | 0.7432 |
335
+ | 0.2019 | 51.6364 | 568 | 0.5747 | 0.6361 | 0.5747 | 0.7581 |
336
+ | 0.2019 | 51.8182 | 570 | 0.5991 | 0.5938 | 0.5991 | 0.7740 |
337
+ | 0.2019 | 52.0 | 572 | 0.6004 | 0.5964 | 0.6004 | 0.7748 |
338
+ | 0.2019 | 52.1818 | 574 | 0.5799 | 0.5654 | 0.5799 | 0.7615 |
339
+ | 0.2019 | 52.3636 | 576 | 0.5674 | 0.6102 | 0.5674 | 0.7532 |
340
+ | 0.2019 | 52.5455 | 578 | 0.5490 | 0.6597 | 0.5490 | 0.7409 |
341
+ | 0.2019 | 52.7273 | 580 | 0.5430 | 0.6745 | 0.5430 | 0.7369 |
342
+ | 0.2019 | 52.9091 | 582 | 0.5496 | 0.6656 | 0.5496 | 0.7414 |
343
+ | 0.2019 | 53.0909 | 584 | 0.5794 | 0.6361 | 0.5794 | 0.7612 |
344
+ | 0.2019 | 53.2727 | 586 | 0.6005 | 0.6361 | 0.6005 | 0.7749 |
345
+ | 0.2019 | 53.4545 | 588 | 0.5821 | 0.6656 | 0.5821 | 0.7629 |
346
+ | 0.2019 | 53.6364 | 590 | 0.5564 | 0.6656 | 0.5564 | 0.7459 |
347
+ | 0.2019 | 53.8182 | 592 | 0.5523 | 0.6656 | 0.5523 | 0.7432 |
348
+ | 0.2019 | 54.0 | 594 | 0.5754 | 0.6361 | 0.5754 | 0.7585 |
349
+ | 0.2019 | 54.1818 | 596 | 0.5979 | 0.6137 | 0.5979 | 0.7733 |
350
+ | 0.2019 | 54.3636 | 598 | 0.6176 | 0.5938 | 0.6176 | 0.7859 |
351
+ | 0.2019 | 54.5455 | 600 | 0.6164 | 0.5938 | 0.6164 | 0.7851 |
352
+ | 0.2019 | 54.7273 | 602 | 0.6154 | 0.5938 | 0.6154 | 0.7845 |
353
+ | 0.2019 | 54.9091 | 604 | 0.5941 | 0.6249 | 0.5941 | 0.7708 |
354
+ | 0.2019 | 55.0909 | 606 | 0.5664 | 0.6798 | 0.5664 | 0.7526 |
355
+ | 0.2019 | 55.2727 | 608 | 0.5572 | 0.6973 | 0.5572 | 0.7464 |
356
+ | 0.2019 | 55.4545 | 610 | 0.5564 | 0.6656 | 0.5564 | 0.7459 |
357
+ | 0.2019 | 55.6364 | 612 | 0.5637 | 0.6656 | 0.5637 | 0.7508 |
358
+ | 0.2019 | 55.8182 | 614 | 0.5594 | 0.6656 | 0.5594 | 0.7479 |
359
+ | 0.2019 | 56.0 | 616 | 0.5542 | 0.6656 | 0.5542 | 0.7444 |
360
+ | 0.2019 | 56.1818 | 618 | 0.5516 | 0.6973 | 0.5516 | 0.7427 |
361
+ | 0.2019 | 56.3636 | 620 | 0.5524 | 0.6973 | 0.5524 | 0.7433 |
362
+ | 0.2019 | 56.5455 | 622 | 0.5457 | 0.6632 | 0.5457 | 0.7387 |
363
+ | 0.2019 | 56.7273 | 624 | 0.5485 | 0.6841 | 0.5485 | 0.7406 |
364
+ | 0.2019 | 56.9091 | 626 | 0.5594 | 0.6798 | 0.5594 | 0.7479 |
365
+ | 0.2019 | 57.0909 | 628 | 0.5653 | 0.6687 | 0.5653 | 0.7519 |
366
+ | 0.2019 | 57.2727 | 630 | 0.5761 | 0.6687 | 0.5761 | 0.7590 |
367
+ | 0.2019 | 57.4545 | 632 | 0.5669 | 0.6687 | 0.5669 | 0.7529 |
368
+ | 0.2019 | 57.6364 | 634 | 0.5651 | 0.6687 | 0.5651 | 0.7517 |
369
+ | 0.2019 | 57.8182 | 636 | 0.5754 | 0.6438 | 0.5754 | 0.7585 |
370
+ | 0.2019 | 58.0 | 638 | 0.5710 | 0.6687 | 0.5710 | 0.7557 |
371
+ | 0.2019 | 58.1818 | 640 | 0.5494 | 0.6798 | 0.5494 | 0.7412 |
372
+ | 0.2019 | 58.3636 | 642 | 0.5410 | 0.6798 | 0.5410 | 0.7355 |
373
+ | 0.2019 | 58.5455 | 644 | 0.5447 | 0.6798 | 0.5447 | 0.7380 |
374
+ | 0.2019 | 58.7273 | 646 | 0.5591 | 0.6798 | 0.5591 | 0.7477 |
375
+ | 0.2019 | 58.9091 | 648 | 0.5879 | 0.6429 | 0.5879 | 0.7667 |
376
+ | 0.2019 | 59.0909 | 650 | 0.5824 | 0.6249 | 0.5824 | 0.7632 |
377
+ | 0.2019 | 59.2727 | 652 | 0.5569 | 0.6473 | 0.5569 | 0.7462 |
378
+ | 0.2019 | 59.4545 | 654 | 0.5377 | 0.6973 | 0.5377 | 0.7333 |
379
+ | 0.2019 | 59.6364 | 656 | 0.5407 | 0.6798 | 0.5407 | 0.7353 |
380
+ | 0.2019 | 59.8182 | 658 | 0.5606 | 0.6798 | 0.5606 | 0.7487 |
381
+ | 0.2019 | 60.0 | 660 | 0.5829 | 0.6473 | 0.5829 | 0.7635 |
382
+ | 0.2019 | 60.1818 | 662 | 0.5905 | 0.6464 | 0.5905 | 0.7684 |
383
+ | 0.2019 | 60.3636 | 664 | 0.5749 | 0.6614 | 0.5749 | 0.7582 |
384
+ | 0.2019 | 60.5455 | 666 | 0.5431 | 0.6908 | 0.5431 | 0.7370 |
385
+ | 0.2019 | 60.7273 | 668 | 0.5284 | 0.6980 | 0.5284 | 0.7269 |
386
+ | 0.2019 | 60.9091 | 670 | 0.5242 | 0.6980 | 0.5242 | 0.7240 |
387
+ | 0.2019 | 61.0909 | 672 | 0.5274 | 0.6806 | 0.5274 | 0.7262 |
388
+ | 0.2019 | 61.2727 | 674 | 0.5386 | 0.6908 | 0.5386 | 0.7339 |
389
+ | 0.2019 | 61.4545 | 676 | 0.5679 | 0.6614 | 0.5679 | 0.7536 |
390
+ | 0.2019 | 61.6364 | 678 | 0.6127 | 0.6420 | 0.6127 | 0.7828 |
391
+ | 0.2019 | 61.8182 | 680 | 0.6296 | 0.6071 | 0.6296 | 0.7935 |
392
+ | 0.2019 | 62.0 | 682 | 0.6175 | 0.6071 | 0.6175 | 0.7858 |
393
+ | 0.2019 | 62.1818 | 684 | 0.5716 | 0.6708 | 0.5716 | 0.7560 |
394
+ | 0.2019 | 62.3636 | 686 | 0.5185 | 0.7133 | 0.5185 | 0.7200 |
395
+ | 0.2019 | 62.5455 | 688 | 0.5003 | 0.7081 | 0.5003 | 0.7073 |
396
+ | 0.2019 | 62.7273 | 690 | 0.4975 | 0.6980 | 0.4975 | 0.7053 |
397
+ | 0.2019 | 62.9091 | 692 | 0.5035 | 0.6973 | 0.5035 | 0.7096 |
398
+ | 0.2019 | 63.0909 | 694 | 0.5211 | 0.7133 | 0.5211 | 0.7219 |
399
+ | 0.2019 | 63.2727 | 696 | 0.5290 | 0.7133 | 0.5290 | 0.7273 |
400
+ | 0.2019 | 63.4545 | 698 | 0.5227 | 0.6973 | 0.5227 | 0.7230 |
401
+ | 0.2019 | 63.6364 | 700 | 0.5168 | 0.6973 | 0.5168 | 0.7189 |
402
+ | 0.2019 | 63.8182 | 702 | 0.5268 | 0.6798 | 0.5268 | 0.7258 |
403
+ | 0.2019 | 64.0 | 704 | 0.5447 | 0.6798 | 0.5447 | 0.7380 |
404
+ | 0.2019 | 64.1818 | 706 | 0.5603 | 0.6798 | 0.5603 | 0.7485 |
405
+ | 0.2019 | 64.3636 | 708 | 0.5634 | 0.6841 | 0.5634 | 0.7506 |
406
+ | 0.2019 | 64.5455 | 710 | 0.5574 | 0.6441 | 0.5574 | 0.7466 |
407
+ | 0.2019 | 64.7273 | 712 | 0.5622 | 0.6841 | 0.5622 | 0.7498 |
408
+ | 0.2019 | 64.9091 | 714 | 0.5719 | 0.6687 | 0.5719 | 0.7562 |
409
+ | 0.2019 | 65.0909 | 716 | 0.5691 | 0.6687 | 0.5691 | 0.7544 |
410
+ | 0.2019 | 65.2727 | 718 | 0.5617 | 0.6687 | 0.5617 | 0.7495 |
411
+ | 0.2019 | 65.4545 | 720 | 0.5604 | 0.6687 | 0.5604 | 0.7486 |
412
+ | 0.2019 | 65.6364 | 722 | 0.5458 | 0.6798 | 0.5458 | 0.7388 |
413
+ | 0.2019 | 65.8182 | 724 | 0.5430 | 0.6798 | 0.5430 | 0.7369 |
414
+ | 0.2019 | 66.0 | 726 | 0.5411 | 0.6798 | 0.5411 | 0.7356 |
415
+ | 0.2019 | 66.1818 | 728 | 0.5562 | 0.6798 | 0.5562 | 0.7458 |
416
+ | 0.2019 | 66.3636 | 730 | 0.5645 | 0.6614 | 0.5645 | 0.7513 |
417
+ | 0.2019 | 66.5455 | 732 | 0.5639 | 0.6614 | 0.5639 | 0.7509 |
418
+ | 0.2019 | 66.7273 | 734 | 0.5580 | 0.6798 | 0.5580 | 0.7470 |
419
+ | 0.2019 | 66.9091 | 736 | 0.5599 | 0.6798 | 0.5599 | 0.7482 |
420
+ | 0.2019 | 67.0909 | 738 | 0.5672 | 0.6473 | 0.5672 | 0.7531 |
421
+ | 0.2019 | 67.2727 | 740 | 0.5747 | 0.6249 | 0.5747 | 0.7581 |
422
+ | 0.2019 | 67.4545 | 742 | 0.5797 | 0.6249 | 0.5797 | 0.7614 |
423
+ | 0.2019 | 67.6364 | 744 | 0.5800 | 0.6249 | 0.5800 | 0.7616 |
424
+ | 0.2019 | 67.8182 | 746 | 0.5788 | 0.6361 | 0.5788 | 0.7608 |
425
+ | 0.2019 | 68.0 | 748 | 0.5742 | 0.6473 | 0.5742 | 0.7577 |
426
+ | 0.2019 | 68.1818 | 750 | 0.5644 | 0.6886 | 0.5644 | 0.7512 |
427
+ | 0.2019 | 68.3636 | 752 | 0.5600 | 0.6886 | 0.5600 | 0.7484 |
428
+ | 0.2019 | 68.5455 | 754 | 0.5618 | 0.6841 | 0.5618 | 0.7495 |
429
+ | 0.2019 | 68.7273 | 756 | 0.5638 | 0.6473 | 0.5638 | 0.7509 |
430
+ | 0.2019 | 68.9091 | 758 | 0.5740 | 0.6473 | 0.5740 | 0.7576 |
431
+ | 0.2019 | 69.0909 | 760 | 0.5763 | 0.6473 | 0.5763 | 0.7591 |
432
+ | 0.2019 | 69.2727 | 762 | 0.5848 | 0.6361 | 0.5848 | 0.7647 |
433
+ | 0.2019 | 69.4545 | 764 | 0.5809 | 0.6361 | 0.5809 | 0.7622 |
434
+ | 0.2019 | 69.6364 | 766 | 0.5659 | 0.6798 | 0.5659 | 0.7522 |
435
+ | 0.2019 | 69.8182 | 768 | 0.5585 | 0.6954 | 0.5585 | 0.7473 |
436
+ | 0.2019 | 70.0 | 770 | 0.5621 | 0.6908 | 0.5621 | 0.7497 |
437
+ | 0.2019 | 70.1818 | 772 | 0.5677 | 0.6798 | 0.5677 | 0.7534 |
438
+ | 0.2019 | 70.3636 | 774 | 0.5813 | 0.6361 | 0.5813 | 0.7624 |
439
+ | 0.2019 | 70.5455 | 776 | 0.5733 | 0.6473 | 0.5733 | 0.7572 |
440
+ | 0.2019 | 70.7273 | 778 | 0.5475 | 0.6473 | 0.5475 | 0.7399 |
441
+ | 0.2019 | 70.9091 | 780 | 0.5358 | 0.6656 | 0.5358 | 0.7320 |
442
+ | 0.2019 | 71.0909 | 782 | 0.5321 | 0.6656 | 0.5321 | 0.7294 |
443
+ | 0.2019 | 71.2727 | 784 | 0.5272 | 0.6593 | 0.5272 | 0.7261 |
444
+ | 0.2019 | 71.4545 | 786 | 0.5268 | 0.6632 | 0.5268 | 0.7258 |
445
+ | 0.2019 | 71.6364 | 788 | 0.5282 | 0.6632 | 0.5282 | 0.7268 |
446
+ | 0.2019 | 71.8182 | 790 | 0.5272 | 0.6632 | 0.5272 | 0.7261 |
447
+ | 0.2019 | 72.0 | 792 | 0.5263 | 0.6681 | 0.5263 | 0.7255 |
448
+ | 0.2019 | 72.1818 | 794 | 0.5253 | 0.6681 | 0.5253 | 0.7248 |
449
+ | 0.2019 | 72.3636 | 796 | 0.5248 | 0.6681 | 0.5248 | 0.7245 |
450
+ | 0.2019 | 72.5455 | 798 | 0.5219 | 0.7074 | 0.5219 | 0.7224 |
451
+ | 0.2019 | 72.7273 | 800 | 0.5208 | 0.7074 | 0.5208 | 0.7217 |
452
+ | 0.2019 | 72.9091 | 802 | 0.5193 | 0.6593 | 0.5193 | 0.7207 |
453
+ | 0.2019 | 73.0909 | 804 | 0.5203 | 0.6593 | 0.5203 | 0.7213 |
454
+ | 0.2019 | 73.2727 | 806 | 0.5213 | 0.6593 | 0.5213 | 0.7220 |
455
+ | 0.2019 | 73.4545 | 808 | 0.5230 | 0.6593 | 0.5230 | 0.7232 |
456
+ | 0.2019 | 73.6364 | 810 | 0.5235 | 0.6704 | 0.5235 | 0.7236 |
457
+ | 0.2019 | 73.8182 | 812 | 0.5259 | 0.6970 | 0.5259 | 0.7252 |
458
+ | 0.2019 | 74.0 | 814 | 0.5327 | 0.6649 | 0.5327 | 0.7299 |
459
+ | 0.2019 | 74.1818 | 816 | 0.5368 | 0.6649 | 0.5368 | 0.7326 |
460
+ | 0.2019 | 74.3636 | 818 | 0.5322 | 0.6970 | 0.5322 | 0.7295 |
461
+ | 0.2019 | 74.5455 | 820 | 0.5330 | 0.6970 | 0.5330 | 0.7300 |
462
+ | 0.2019 | 74.7273 | 822 | 0.5321 | 0.6745 | 0.5321 | 0.7294 |
463
+ | 0.2019 | 74.9091 | 824 | 0.5345 | 0.6736 | 0.5345 | 0.7311 |
464
+ | 0.2019 | 75.0909 | 826 | 0.5455 | 0.6396 | 0.5455 | 0.7386 |
465
+ | 0.2019 | 75.2727 | 828 | 0.5554 | 0.6361 | 0.5554 | 0.7453 |
466
+ | 0.2019 | 75.4545 | 830 | 0.5616 | 0.6282 | 0.5616 | 0.7494 |
467
+ | 0.2019 | 75.6364 | 832 | 0.5605 | 0.6614 | 0.5605 | 0.7487 |
468
+ | 0.2019 | 75.8182 | 834 | 0.5525 | 0.6908 | 0.5525 | 0.7433 |
469
+ | 0.2019 | 76.0 | 836 | 0.5469 | 0.6597 | 0.5469 | 0.7395 |
470
+ | 0.2019 | 76.1818 | 838 | 0.5491 | 0.6488 | 0.5491 | 0.7410 |
471
+ | 0.2019 | 76.3636 | 840 | 0.5523 | 0.6597 | 0.5523 | 0.7432 |
472
+ | 0.2019 | 76.5455 | 842 | 0.5631 | 0.6841 | 0.5631 | 0.7504 |
473
+ | 0.2019 | 76.7273 | 844 | 0.5812 | 0.6614 | 0.5812 | 0.7624 |
474
+ | 0.2019 | 76.9091 | 846 | 0.5967 | 0.6053 | 0.5967 | 0.7725 |
475
+ | 0.2019 | 77.0909 | 848 | 0.6024 | 0.6053 | 0.6024 | 0.7761 |
476
+ | 0.2019 | 77.2727 | 850 | 0.5986 | 0.6053 | 0.5986 | 0.7737 |
477
+ | 0.2019 | 77.4545 | 852 | 0.5817 | 0.6473 | 0.5817 | 0.7627 |
478
+ | 0.2019 | 77.6364 | 854 | 0.5762 | 0.6798 | 0.5762 | 0.7591 |
479
+ | 0.2019 | 77.8182 | 856 | 0.5717 | 0.6798 | 0.5717 | 0.7561 |
480
+ | 0.2019 | 78.0 | 858 | 0.5745 | 0.6798 | 0.5745 | 0.7580 |
481
+ | 0.2019 | 78.1818 | 860 | 0.5909 | 0.6473 | 0.5909 | 0.7687 |
482
+ | 0.2019 | 78.3636 | 862 | 0.6021 | 0.6137 | 0.6021 | 0.7760 |
483
+ | 0.2019 | 78.5455 | 864 | 0.6080 | 0.5938 | 0.6080 | 0.7797 |
484
+ | 0.2019 | 78.7273 | 866 | 0.5990 | 0.6137 | 0.5990 | 0.7739 |
485
+ | 0.2019 | 78.9091 | 868 | 0.5889 | 0.6473 | 0.5889 | 0.7674 |
486
+ | 0.2019 | 79.0909 | 870 | 0.5857 | 0.6473 | 0.5857 | 0.7653 |
487
+ | 0.2019 | 79.2727 | 872 | 0.5736 | 0.6798 | 0.5736 | 0.7574 |
488
+ | 0.2019 | 79.4545 | 874 | 0.5665 | 0.6798 | 0.5665 | 0.7527 |
489
+ | 0.2019 | 79.6364 | 876 | 0.5576 | 0.6841 | 0.5576 | 0.7467 |
490
+ | 0.2019 | 79.8182 | 878 | 0.5500 | 0.6841 | 0.5500 | 0.7417 |
491
+ | 0.2019 | 80.0 | 880 | 0.5484 | 0.6841 | 0.5484 | 0.7405 |
492
+ | 0.2019 | 80.1818 | 882 | 0.5535 | 0.6798 | 0.5535 | 0.7440 |
493
+ | 0.2019 | 80.3636 | 884 | 0.5560 | 0.6798 | 0.5560 | 0.7456 |
494
+ | 0.2019 | 80.5455 | 886 | 0.5637 | 0.6473 | 0.5637 | 0.7508 |
495
+ | 0.2019 | 80.7273 | 888 | 0.5682 | 0.6473 | 0.5682 | 0.7538 |
496
+ | 0.2019 | 80.9091 | 890 | 0.5685 | 0.6473 | 0.5685 | 0.7540 |
497
+ | 0.2019 | 81.0909 | 892 | 0.5747 | 0.6361 | 0.5747 | 0.7581 |
498
+ | 0.2019 | 81.2727 | 894 | 0.5718 | 0.6361 | 0.5718 | 0.7562 |
499
+ | 0.2019 | 81.4545 | 896 | 0.5658 | 0.6473 | 0.5658 | 0.7522 |
500
+ | 0.2019 | 81.6364 | 898 | 0.5575 | 0.6473 | 0.5575 | 0.7466 |
501
+ | 0.2019 | 81.8182 | 900 | 0.5567 | 0.6473 | 0.5567 | 0.7461 |
502
+ | 0.2019 | 82.0 | 902 | 0.5536 | 0.6473 | 0.5536 | 0.7441 |
503
+ | 0.2019 | 82.1818 | 904 | 0.5519 | 0.6473 | 0.5519 | 0.7429 |
504
+ | 0.2019 | 82.3636 | 906 | 0.5445 | 0.6841 | 0.5445 | 0.7379 |
505
+ | 0.2019 | 82.5455 | 908 | 0.5353 | 0.6886 | 0.5353 | 0.7317 |
506
+ | 0.2019 | 82.7273 | 910 | 0.5306 | 0.6886 | 0.5306 | 0.7284 |
507
+ | 0.2019 | 82.9091 | 912 | 0.5285 | 0.7223 | 0.5285 | 0.7270 |
508
+ | 0.2019 | 83.0909 | 914 | 0.5278 | 0.7223 | 0.5278 | 0.7265 |
509
+ | 0.2019 | 83.2727 | 916 | 0.5271 | 0.6886 | 0.5271 | 0.7260 |
510
+ | 0.2019 | 83.4545 | 918 | 0.5292 | 0.6798 | 0.5292 | 0.7275 |
511
+ | 0.2019 | 83.6364 | 920 | 0.5355 | 0.6798 | 0.5355 | 0.7318 |
512
+ | 0.2019 | 83.8182 | 922 | 0.5381 | 0.6798 | 0.5381 | 0.7336 |
513
+ | 0.2019 | 84.0 | 924 | 0.5467 | 0.6473 | 0.5467 | 0.7394 |
514
+ | 0.2019 | 84.1818 | 926 | 0.5515 | 0.6361 | 0.5515 | 0.7427 |
515
+ | 0.2019 | 84.3636 | 928 | 0.5542 | 0.6361 | 0.5542 | 0.7444 |
516
+ | 0.2019 | 84.5455 | 930 | 0.5491 | 0.6361 | 0.5491 | 0.7410 |
517
+ | 0.2019 | 84.7273 | 932 | 0.5388 | 0.6798 | 0.5388 | 0.7341 |
518
+ | 0.2019 | 84.9091 | 934 | 0.5349 | 0.6798 | 0.5349 | 0.7314 |
519
+ | 0.2019 | 85.0909 | 936 | 0.5318 | 0.6841 | 0.5318 | 0.7293 |
520
+ | 0.2019 | 85.2727 | 938 | 0.5306 | 0.6841 | 0.5306 | 0.7285 |
521
+ | 0.2019 | 85.4545 | 940 | 0.5317 | 0.6841 | 0.5317 | 0.7292 |
522
+ | 0.2019 | 85.6364 | 942 | 0.5341 | 0.6798 | 0.5341 | 0.7308 |
523
+ | 0.2019 | 85.8182 | 944 | 0.5357 | 0.6798 | 0.5357 | 0.7319 |
524
+ | 0.2019 | 86.0 | 946 | 0.5397 | 0.6473 | 0.5397 | 0.7346 |
525
+ | 0.2019 | 86.1818 | 948 | 0.5430 | 0.6361 | 0.5430 | 0.7369 |
526
+ | 0.2019 | 86.3636 | 950 | 0.5459 | 0.6361 | 0.5459 | 0.7389 |
527
+ | 0.2019 | 86.5455 | 952 | 0.5512 | 0.6361 | 0.5512 | 0.7424 |
528
+ | 0.2019 | 86.7273 | 954 | 0.5526 | 0.6361 | 0.5526 | 0.7434 |
529
+ | 0.2019 | 86.9091 | 956 | 0.5559 | 0.6361 | 0.5559 | 0.7456 |
530
+ | 0.2019 | 87.0909 | 958 | 0.5527 | 0.6361 | 0.5527 | 0.7435 |
531
+ | 0.2019 | 87.2727 | 960 | 0.5437 | 0.6473 | 0.5437 | 0.7374 |
532
+ | 0.2019 | 87.4545 | 962 | 0.5353 | 0.6798 | 0.5353 | 0.7316 |
533
+ | 0.2019 | 87.6364 | 964 | 0.5312 | 0.6798 | 0.5312 | 0.7289 |
534
+ | 0.2019 | 87.8182 | 966 | 0.5285 | 0.6798 | 0.5285 | 0.7270 |
535
+ | 0.2019 | 88.0 | 968 | 0.5264 | 0.6841 | 0.5264 | 0.7256 |
536
+ | 0.2019 | 88.1818 | 970 | 0.5256 | 0.6857 | 0.5256 | 0.7250 |
537
+ | 0.2019 | 88.3636 | 972 | 0.5274 | 0.6857 | 0.5274 | 0.7262 |
538
+ | 0.2019 | 88.5455 | 974 | 0.5305 | 0.6673 | 0.5305 | 0.7284 |
539
+ | 0.2019 | 88.7273 | 976 | 0.5344 | 0.6886 | 0.5344 | 0.7311 |
540
+ | 0.2019 | 88.9091 | 978 | 0.5401 | 0.6841 | 0.5401 | 0.7349 |
541
+ | 0.2019 | 89.0909 | 980 | 0.5489 | 0.6798 | 0.5489 | 0.7409 |
542
+ | 0.2019 | 89.2727 | 982 | 0.5561 | 0.6361 | 0.5561 | 0.7457 |
543
+ | 0.2019 | 89.4545 | 984 | 0.5600 | 0.6361 | 0.5600 | 0.7483 |
544
+ | 0.2019 | 89.6364 | 986 | 0.5604 | 0.6361 | 0.5604 | 0.7486 |
545
+ | 0.2019 | 89.8182 | 988 | 0.5585 | 0.6361 | 0.5585 | 0.7473 |
546
+ | 0.2019 | 90.0 | 990 | 0.5538 | 0.6361 | 0.5538 | 0.7442 |
547
+ | 0.2019 | 90.1818 | 992 | 0.5496 | 0.6361 | 0.5496 | 0.7414 |
548
+ | 0.2019 | 90.3636 | 994 | 0.5475 | 0.6798 | 0.5475 | 0.7399 |
549
+ | 0.2019 | 90.5455 | 996 | 0.5453 | 0.6798 | 0.5453 | 0.7385 |
550
+ | 0.2019 | 90.7273 | 998 | 0.5454 | 0.6798 | 0.5454 | 0.7385 |
551
+ | 0.0425 | 90.9091 | 1000 | 0.5450 | 0.6798 | 0.5450 | 0.7382 |
552
+ | 0.0425 | 91.0909 | 1002 | 0.5435 | 0.6798 | 0.5435 | 0.7372 |
553
+ | 0.0425 | 91.2727 | 1004 | 0.5408 | 0.6798 | 0.5408 | 0.7354 |
554
+ | 0.0425 | 91.4545 | 1006 | 0.5381 | 0.6886 | 0.5381 | 0.7335 |
555
+ | 0.0425 | 91.6364 | 1008 | 0.5357 | 0.7066 | 0.5357 | 0.7319 |
556
+ | 0.0425 | 91.8182 | 1010 | 0.5342 | 0.7066 | 0.5342 | 0.7309 |
557
+ | 0.0425 | 92.0 | 1012 | 0.5334 | 0.6857 | 0.5334 | 0.7303 |
558
+ | 0.0425 | 92.1818 | 1014 | 0.5336 | 0.7066 | 0.5336 | 0.7305 |
559
+ | 0.0425 | 92.3636 | 1016 | 0.5333 | 0.7066 | 0.5333 | 0.7303 |
560
+ | 0.0425 | 92.5455 | 1018 | 0.5343 | 0.7019 | 0.5343 | 0.7310 |
561
+ | 0.0425 | 92.7273 | 1020 | 0.5367 | 0.6973 | 0.5367 | 0.7326 |
562
+ | 0.0425 | 92.9091 | 1022 | 0.5408 | 0.6798 | 0.5408 | 0.7354 |
563
+ | 0.0425 | 93.0909 | 1024 | 0.5460 | 0.6798 | 0.5460 | 0.7389 |
564
+ | 0.0425 | 93.2727 | 1026 | 0.5503 | 0.6798 | 0.5503 | 0.7418 |
565
+ | 0.0425 | 93.4545 | 1028 | 0.5538 | 0.6473 | 0.5538 | 0.7442 |
566
+ | 0.0425 | 93.6364 | 1030 | 0.5576 | 0.6361 | 0.5576 | 0.7468 |
567
 
568
 
569
  ### Framework versions