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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_task7_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_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task7_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_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task7_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: 0.9566
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- - Qwk: 0.3173
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- - Mse: 0.9566
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- - Rmse: 0.9781
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  ## Model description
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@@ -47,263 +47,353 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0196 | 2 | 2.7080 | -0.0568 | 2.7080 | 1.6456 |
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- | No log | 0.0392 | 4 | 1.5615 | 0.0732 | 1.5615 | 1.2496 |
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- | No log | 0.0588 | 6 | 1.3630 | -0.2311 | 1.3630 | 1.1675 |
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- | No log | 0.0784 | 8 | 1.1584 | -0.1841 | 1.1584 | 1.0763 |
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- | No log | 0.0980 | 10 | 1.0091 | 0.0532 | 1.0091 | 1.0045 |
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- | No log | 0.1176 | 12 | 0.8963 | 0.0200 | 0.8963 | 0.9468 |
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- | No log | 0.1373 | 14 | 0.8177 | 0.0 | 0.8177 | 0.9042 |
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- | No log | 0.1569 | 16 | 0.8042 | -0.0027 | 0.8042 | 0.8968 |
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- | No log | 0.1765 | 18 | 0.8571 | 0.0679 | 0.8571 | 0.9258 |
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- | No log | 0.1961 | 20 | 0.8795 | 0.0679 | 0.8795 | 0.9378 |
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- | No log | 0.2157 | 22 | 0.8593 | 0.0236 | 0.8593 | 0.9270 |
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- | No log | 0.2353 | 24 | 0.8303 | 0.0608 | 0.8303 | 0.9112 |
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- | No log | 0.2549 | 26 | 0.8235 | 0.1407 | 0.8235 | 0.9075 |
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- | No log | 0.2745 | 28 | 0.8417 | 0.1699 | 0.8417 | 0.9174 |
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- | No log | 0.2941 | 30 | 0.8571 | 0.0816 | 0.8571 | 0.9258 |
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- | No log | 0.3137 | 32 | 0.8588 | 0.1183 | 0.8588 | 0.9267 |
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- | No log | 0.3333 | 34 | 0.8308 | 0.1359 | 0.8308 | 0.9115 |
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- | No log | 0.3529 | 36 | 0.8310 | 0.0652 | 0.8310 | 0.9116 |
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- | No log | 0.3725 | 38 | 0.8971 | 0.1174 | 0.8971 | 0.9471 |
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- | No log | 0.3922 | 40 | 0.9141 | 0.1548 | 0.9141 | 0.9561 |
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- | No log | 0.4118 | 42 | 0.8249 | 0.0330 | 0.8249 | 0.9082 |
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- | No log | 0.4314 | 44 | 0.8294 | 0.0968 | 0.8294 | 0.9107 |
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- | No log | 0.4510 | 46 | 0.9166 | 0.0520 | 0.9166 | 0.9574 |
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- | No log | 0.4706 | 48 | 0.9445 | -0.0112 | 0.9445 | 0.9719 |
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- | No log | 0.4902 | 50 | 0.9087 | 0.0200 | 0.9087 | 0.9533 |
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- | No log | 0.5098 | 52 | 0.8897 | 0.0627 | 0.8897 | 0.9433 |
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- | No log | 0.5294 | 54 | 0.9268 | -0.0112 | 0.9268 | 0.9627 |
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- | No log | 0.5490 | 56 | 0.8846 | 0.0627 | 0.8846 | 0.9405 |
80
- | No log | 0.5686 | 58 | 0.8812 | 0.1308 | 0.8812 | 0.9387 |
81
- | No log | 0.5882 | 60 | 0.8685 | 0.0968 | 0.8685 | 0.9319 |
82
- | No log | 0.6078 | 62 | 0.9796 | 0.0994 | 0.9796 | 0.9897 |
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- | No log | 0.6275 | 64 | 1.0392 | 0.1672 | 1.0392 | 1.0194 |
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- | No log | 0.6471 | 66 | 1.0396 | 0.1251 | 1.0396 | 1.0196 |
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- | No log | 0.6667 | 68 | 0.9813 | 0.1029 | 0.9813 | 0.9906 |
86
- | No log | 0.6863 | 70 | 0.9264 | 0.0520 | 0.9264 | 0.9625 |
87
- | No log | 0.7059 | 72 | 0.9153 | 0.0856 | 0.9153 | 0.9567 |
88
- | No log | 0.7255 | 74 | 0.9366 | 0.0821 | 0.9366 | 0.9678 |
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- | No log | 0.7451 | 76 | 0.9526 | 0.0563 | 0.9526 | 0.9760 |
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- | No log | 0.7647 | 78 | 0.9425 | 0.1010 | 0.9425 | 0.9708 |
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- | No log | 0.7843 | 80 | 0.9164 | 0.1093 | 0.9164 | 0.9573 |
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- | No log | 0.8039 | 82 | 0.9192 | 0.0532 | 0.9192 | 0.9587 |
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- | No log | 0.8235 | 84 | 1.0088 | 0.0668 | 1.0088 | 1.0044 |
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- | No log | 0.8431 | 86 | 1.0957 | 0.1334 | 1.0957 | 1.0467 |
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- | No log | 0.8627 | 88 | 1.0767 | 0.1178 | 1.0767 | 1.0376 |
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- | No log | 0.8824 | 90 | 0.9867 | 0.0691 | 0.9867 | 0.9933 |
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- | No log | 0.9020 | 92 | 1.0048 | 0.0279 | 1.0048 | 1.0024 |
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- | No log | 0.9216 | 94 | 0.9892 | 0.0302 | 0.9892 | 0.9946 |
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- | No log | 0.9412 | 96 | 0.9323 | 0.0124 | 0.9323 | 0.9656 |
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- | No log | 0.9608 | 98 | 0.9469 | 0.1065 | 0.9469 | 0.9731 |
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- | No log | 0.9804 | 100 | 0.9644 | 0.0279 | 0.9644 | 0.9820 |
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- | No log | 1.0 | 102 | 0.9589 | 0.0279 | 0.9589 | 0.9792 |
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- | No log | 1.0196 | 104 | 0.9271 | 0.0994 | 0.9271 | 0.9629 |
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- | No log | 1.0392 | 106 | 0.8880 | 0.0541 | 0.8880 | 0.9423 |
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- | No log | 1.0588 | 108 | 0.8871 | -0.0955 | 0.8871 | 0.9419 |
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- | No log | 1.0784 | 110 | 0.8739 | -0.0533 | 0.8739 | 0.9348 |
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- | No log | 1.0980 | 112 | 0.8730 | 0.0888 | 0.8730 | 0.9344 |
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- | No log | 1.1176 | 114 | 0.8942 | 0.1141 | 0.8942 | 0.9456 |
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- | No log | 1.1373 | 116 | 0.9039 | 0.1694 | 0.9039 | 0.9508 |
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- | No log | 1.1569 | 118 | 0.9315 | 0.1694 | 0.9315 | 0.9652 |
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- | No log | 1.1765 | 120 | 0.9368 | 0.2662 | 0.9368 | 0.9679 |
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- | No log | 1.1961 | 122 | 0.9529 | 0.2173 | 0.9529 | 0.9761 |
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- | No log | 1.2157 | 124 | 0.9231 | 0.2899 | 0.9231 | 0.9608 |
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- | No log | 1.2353 | 126 | 0.8629 | 0.2305 | 0.8629 | 0.9289 |
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- | No log | 1.2549 | 128 | 0.8277 | 0.1806 | 0.8277 | 0.9098 |
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- | No log | 1.2745 | 130 | 0.8328 | 0.2279 | 0.8328 | 0.9126 |
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- | No log | 1.2941 | 132 | 0.8517 | 0.1853 | 0.8517 | 0.9229 |
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- | No log | 1.3137 | 134 | 0.8757 | 0.1806 | 0.8757 | 0.9358 |
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- | No log | 1.3333 | 136 | 0.9133 | 0.2027 | 0.9133 | 0.9557 |
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- | No log | 1.3529 | 138 | 0.9132 | 0.2335 | 0.9132 | 0.9556 |
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- | No log | 1.3725 | 140 | 0.8931 | 0.2090 | 0.8931 | 0.9451 |
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- | No log | 1.3922 | 142 | 0.9015 | 0.1236 | 0.9015 | 0.9495 |
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- | No log | 1.4118 | 144 | 0.8989 | 0.0980 | 0.8989 | 0.9481 |
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- | No log | 1.4314 | 146 | 0.8810 | 0.1457 | 0.8810 | 0.9386 |
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- | No log | 1.4510 | 148 | 0.8880 | 0.2335 | 0.8880 | 0.9423 |
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- | No log | 1.4706 | 150 | 0.9016 | 0.2027 | 0.9016 | 0.9495 |
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- | No log | 1.4902 | 152 | 0.8995 | 0.2077 | 0.8995 | 0.9484 |
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- | No log | 1.5098 | 154 | 0.8659 | 0.1558 | 0.8659 | 0.9305 |
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- | No log | 1.5294 | 156 | 0.8866 | 0.0699 | 0.8866 | 0.9416 |
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- | No log | 1.5490 | 158 | 0.9011 | 0.1592 | 0.9011 | 0.9493 |
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- | No log | 1.5686 | 160 | 0.9264 | 0.2063 | 0.9264 | 0.9625 |
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- | No log | 1.5882 | 162 | 0.8751 | 0.2796 | 0.8751 | 0.9354 |
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- | No log | 1.6078 | 164 | 0.8356 | 0.2203 | 0.8356 | 0.9141 |
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- | No log | 1.6275 | 166 | 0.8343 | 0.1773 | 0.8343 | 0.9134 |
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- | No log | 1.6471 | 168 | 0.8741 | 0.2832 | 0.8741 | 0.9349 |
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- | No log | 1.6667 | 170 | 0.8720 | 0.3207 | 0.8720 | 0.9338 |
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- | No log | 1.6863 | 172 | 0.8270 | 0.2835 | 0.8270 | 0.9094 |
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- | No log | 1.7059 | 174 | 0.8312 | 0.3149 | 0.8312 | 0.9117 |
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- | No log | 1.7255 | 176 | 0.8679 | 0.2013 | 0.8679 | 0.9316 |
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- | No log | 1.7451 | 178 | 0.8501 | 0.2048 | 0.8501 | 0.9220 |
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- | No log | 1.7647 | 180 | 0.8444 | 0.2023 | 0.8444 | 0.9189 |
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- | No log | 1.7843 | 182 | 0.8699 | 0.2805 | 0.8699 | 0.9327 |
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- | No log | 1.8039 | 184 | 0.8886 | 0.2643 | 0.8886 | 0.9426 |
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- | No log | 1.8235 | 186 | 0.8826 | 0.2354 | 0.8826 | 0.9395 |
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- | No log | 1.8431 | 188 | 0.8609 | 0.2717 | 0.8609 | 0.9278 |
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- | No log | 1.8627 | 190 | 0.8553 | 0.0941 | 0.8553 | 0.9248 |
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- | No log | 1.8824 | 192 | 0.8562 | 0.1624 | 0.8562 | 0.9253 |
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- | No log | 1.9020 | 194 | 0.8861 | 0.2691 | 0.8861 | 0.9413 |
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- | No log | 1.9216 | 196 | 0.9713 | 0.3320 | 0.9713 | 0.9855 |
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- | No log | 1.9412 | 198 | 1.0736 | 0.2555 | 1.0736 | 1.0361 |
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- | No log | 1.9608 | 200 | 1.0763 | 0.2555 | 1.0763 | 1.0375 |
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- | No log | 1.9804 | 202 | 0.9574 | 0.3125 | 0.9574 | 0.9785 |
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- | No log | 2.0 | 204 | 0.8996 | 0.2577 | 0.8996 | 0.9485 |
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- | No log | 2.0196 | 206 | 0.8775 | 0.1364 | 0.8775 | 0.9367 |
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- | No log | 2.0392 | 208 | 0.8845 | 0.1816 | 0.8845 | 0.9405 |
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- | No log | 2.0588 | 210 | 0.8860 | 0.2066 | 0.8860 | 0.9413 |
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- | No log | 2.0784 | 212 | 0.8957 | 0.2173 | 0.8957 | 0.9464 |
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- | No log | 2.0980 | 214 | 0.9990 | 0.3068 | 0.9990 | 0.9995 |
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- | No log | 2.1176 | 216 | 1.0438 | 0.3183 | 1.0438 | 1.0217 |
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- | No log | 2.1373 | 218 | 1.0972 | 0.2175 | 1.0972 | 1.0475 |
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- | No log | 2.1569 | 220 | 1.0493 | 0.2881 | 1.0493 | 1.0243 |
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- | No log | 2.1765 | 222 | 0.9512 | 0.3068 | 0.9512 | 0.9753 |
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- | No log | 2.1961 | 224 | 0.9188 | 0.3125 | 0.9188 | 0.9586 |
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- | No log | 2.2157 | 226 | 0.8987 | 0.2887 | 0.8987 | 0.9480 |
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- | No log | 2.2353 | 228 | 0.8713 | 0.2145 | 0.8713 | 0.9334 |
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- | No log | 2.2549 | 230 | 0.8968 | 0.2099 | 0.8968 | 0.9470 |
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- | No log | 2.2745 | 232 | 0.8991 | 0.2643 | 0.8991 | 0.9482 |
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- | No log | 2.2941 | 234 | 0.9074 | 0.2882 | 0.9074 | 0.9526 |
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- | No log | 2.3137 | 236 | 0.9074 | 0.2776 | 0.9074 | 0.9526 |
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- | No log | 2.3333 | 238 | 0.8643 | 0.1464 | 0.8643 | 0.9297 |
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- | No log | 2.3529 | 240 | 0.8869 | 0.2325 | 0.8869 | 0.9417 |
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- | No log | 2.3725 | 242 | 0.9222 | 0.1966 | 0.9222 | 0.9603 |
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- | No log | 2.3922 | 244 | 0.9196 | 0.2595 | 0.9196 | 0.9589 |
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- | No log | 2.4118 | 246 | 0.9407 | 0.2210 | 0.9407 | 0.9699 |
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- | No log | 2.4314 | 248 | 0.9837 | 0.2375 | 0.9837 | 0.9918 |
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- | No log | 2.4510 | 250 | 0.9951 | 0.2375 | 0.9951 | 0.9976 |
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- | No log | 2.4706 | 252 | 0.9585 | 0.2451 | 0.9585 | 0.9790 |
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- | No log | 2.4902 | 254 | 0.9178 | 0.1859 | 0.9178 | 0.9580 |
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- | No log | 2.5098 | 256 | 0.8875 | 0.1582 | 0.8875 | 0.9421 |
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- | No log | 2.5294 | 258 | 0.8886 | 0.2016 | 0.8886 | 0.9427 |
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- | No log | 2.5490 | 260 | 0.8830 | 0.2016 | 0.8830 | 0.9397 |
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- | No log | 2.5686 | 262 | 0.9076 | 0.2397 | 0.9076 | 0.9527 |
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- | No log | 2.5882 | 264 | 0.9375 | 0.3115 | 0.9375 | 0.9682 |
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- | No log | 2.6078 | 266 | 0.9432 | 0.3320 | 0.9432 | 0.9712 |
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- | No log | 2.6275 | 268 | 0.9305 | 0.3544 | 0.9305 | 0.9646 |
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- | No log | 2.6471 | 270 | 0.9410 | 0.3544 | 0.9410 | 0.9701 |
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- | No log | 2.6667 | 272 | 0.9942 | 0.3544 | 0.9942 | 0.9971 |
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- | No log | 2.6863 | 274 | 1.0056 | 0.3320 | 1.0056 | 1.0028 |
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- | No log | 2.7059 | 276 | 0.9695 | 0.2825 | 0.9695 | 0.9846 |
190
- | No log | 2.7255 | 278 | 0.9222 | 0.2057 | 0.9222 | 0.9603 |
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- | No log | 2.7451 | 280 | 0.8799 | 0.1791 | 0.8799 | 0.9380 |
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- | No log | 2.7647 | 282 | 0.8644 | 0.2442 | 0.8644 | 0.9297 |
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- | No log | 2.7843 | 284 | 0.8596 | 0.2164 | 0.8596 | 0.9271 |
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- | No log | 2.8039 | 286 | 0.8594 | 0.1732 | 0.8594 | 0.9271 |
195
- | No log | 2.8235 | 288 | 0.8642 | 0.2555 | 0.8642 | 0.9296 |
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- | No log | 2.8431 | 290 | 0.8573 | 0.2504 | 0.8573 | 0.9259 |
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- | No log | 2.8627 | 292 | 0.8481 | 0.3035 | 0.8481 | 0.9209 |
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- | No log | 2.8824 | 294 | 0.8317 | 0.3018 | 0.8317 | 0.9120 |
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- | No log | 2.9020 | 296 | 0.7896 | 0.2988 | 0.7896 | 0.8886 |
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- | No log | 2.9216 | 298 | 0.7695 | 0.3051 | 0.7695 | 0.8772 |
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- | No log | 2.9412 | 300 | 0.7534 | 0.2561 | 0.7534 | 0.8680 |
202
- | No log | 2.9608 | 302 | 0.7453 | 0.2715 | 0.7453 | 0.8633 |
203
- | No log | 2.9804 | 304 | 0.7578 | 0.2965 | 0.7578 | 0.8705 |
204
- | No log | 3.0 | 306 | 0.7595 | 0.2713 | 0.7595 | 0.8715 |
205
- | No log | 3.0196 | 308 | 0.7769 | 0.3031 | 0.7769 | 0.8814 |
206
- | No log | 3.0392 | 310 | 0.8212 | 0.3340 | 0.8212 | 0.9062 |
207
- | No log | 3.0588 | 312 | 0.8927 | 0.3183 | 0.8927 | 0.9448 |
208
- | No log | 3.0784 | 314 | 0.9290 | 0.3320 | 0.9290 | 0.9639 |
209
- | No log | 3.0980 | 316 | 0.9194 | 0.3157 | 0.9194 | 0.9588 |
210
- | No log | 3.1176 | 318 | 0.8941 | 0.3157 | 0.8941 | 0.9456 |
211
- | No log | 3.1373 | 320 | 0.8627 | 0.2633 | 0.8627 | 0.9288 |
212
- | No log | 3.1569 | 322 | 0.8108 | 0.2445 | 0.8108 | 0.9004 |
213
- | No log | 3.1765 | 324 | 0.8091 | 0.2872 | 0.8091 | 0.8995 |
214
- | No log | 3.1961 | 326 | 0.8020 | 0.3144 | 0.8020 | 0.8955 |
215
- | No log | 3.2157 | 328 | 0.7921 | 0.2872 | 0.7921 | 0.8900 |
216
- | No log | 3.2353 | 330 | 0.8153 | 0.2576 | 0.8153 | 0.9029 |
217
- | No log | 3.2549 | 332 | 0.8468 | 0.2781 | 0.8468 | 0.9202 |
218
- | No log | 3.2745 | 334 | 0.9425 | 0.2928 | 0.9425 | 0.9708 |
219
- | No log | 3.2941 | 336 | 1.0430 | 0.3044 | 1.0430 | 1.0213 |
220
- | No log | 3.3137 | 338 | 1.0041 | 0.2826 | 1.0041 | 1.0020 |
221
- | No log | 3.3333 | 340 | 0.8920 | 0.3379 | 0.8920 | 0.9445 |
222
- | No log | 3.3529 | 342 | 0.8682 | 0.3379 | 0.8682 | 0.9318 |
223
- | No log | 3.3725 | 344 | 0.8271 | 0.3526 | 0.8271 | 0.9094 |
224
- | No log | 3.3922 | 346 | 0.8431 | 0.3544 | 0.8431 | 0.9182 |
225
- | No log | 3.4118 | 348 | 0.9033 | 0.3012 | 0.9033 | 0.9504 |
226
- | No log | 3.4314 | 350 | 0.8964 | 0.2861 | 0.8964 | 0.9468 |
227
- | No log | 3.4510 | 352 | 0.8697 | 0.2861 | 0.8697 | 0.9326 |
228
- | No log | 3.4706 | 354 | 0.8832 | 0.3159 | 0.8832 | 0.9398 |
229
- | No log | 3.4902 | 356 | 0.8826 | 0.2315 | 0.8826 | 0.9394 |
230
- | No log | 3.5098 | 358 | 0.8435 | 0.2781 | 0.8435 | 0.9184 |
231
- | No log | 3.5294 | 360 | 0.8336 | 0.3569 | 0.8336 | 0.9130 |
232
- | No log | 3.5490 | 362 | 0.8430 | 0.3042 | 0.8430 | 0.9182 |
233
- | No log | 3.5686 | 364 | 0.8718 | 0.3209 | 0.8718 | 0.9337 |
234
- | No log | 3.5882 | 366 | 0.9371 | 0.2590 | 0.9371 | 0.9681 |
235
- | No log | 3.6078 | 368 | 0.9566 | 0.2539 | 0.9566 | 0.9781 |
236
- | No log | 3.6275 | 370 | 0.9009 | 0.2857 | 0.9009 | 0.9492 |
237
- | No log | 3.6471 | 372 | 0.9150 | 0.2857 | 0.9150 | 0.9566 |
238
- | No log | 3.6667 | 374 | 1.0028 | 0.3206 | 1.0028 | 1.0014 |
239
- | No log | 3.6863 | 376 | 1.0232 | 0.2826 | 1.0232 | 1.0115 |
240
- | No log | 3.7059 | 378 | 0.9529 | 0.3068 | 0.9529 | 0.9762 |
241
- | No log | 3.7255 | 380 | 0.9374 | 0.3068 | 0.9374 | 0.9682 |
242
- | No log | 3.7451 | 382 | 0.9314 | 0.2804 | 0.9314 | 0.9651 |
243
- | No log | 3.7647 | 384 | 0.8602 | 0.3146 | 0.8602 | 0.9275 |
244
- | No log | 3.7843 | 386 | 0.8379 | 0.2479 | 0.8379 | 0.9154 |
245
- | No log | 3.8039 | 388 | 0.8379 | 0.2843 | 0.8379 | 0.9154 |
246
- | No log | 3.8235 | 390 | 0.8464 | 0.3314 | 0.8464 | 0.9200 |
247
- | No log | 3.8431 | 392 | 0.8530 | 0.2722 | 0.8530 | 0.9236 |
248
- | No log | 3.8627 | 394 | 0.9168 | 0.2779 | 0.9168 | 0.9575 |
249
- | No log | 3.8824 | 396 | 1.0031 | 0.2727 | 1.0031 | 1.0015 |
250
- | No log | 3.9020 | 398 | 1.0279 | 0.3239 | 1.0279 | 1.0138 |
251
- | No log | 3.9216 | 400 | 0.9826 | 0.3379 | 0.9826 | 0.9913 |
252
- | No log | 3.9412 | 402 | 0.8767 | 0.3231 | 0.8767 | 0.9363 |
253
- | No log | 3.9608 | 404 | 0.8261 | 0.2445 | 0.8261 | 0.9089 |
254
- | No log | 3.9804 | 406 | 0.8155 | 0.2445 | 0.8155 | 0.9030 |
255
- | No log | 4.0 | 408 | 0.8281 | 0.2862 | 0.8281 | 0.9100 |
256
- | No log | 4.0196 | 410 | 0.8634 | 0.3085 | 0.8634 | 0.9292 |
257
- | No log | 4.0392 | 412 | 0.8808 | 0.3368 | 0.8808 | 0.9385 |
258
- | No log | 4.0588 | 414 | 0.9137 | 0.2670 | 0.9137 | 0.9559 |
259
- | No log | 4.0784 | 416 | 0.9028 | 0.2670 | 0.9028 | 0.9502 |
260
- | No log | 4.0980 | 418 | 0.8765 | 0.2415 | 0.8765 | 0.9362 |
261
- | No log | 4.1176 | 420 | 0.8317 | 0.2988 | 0.8317 | 0.9120 |
262
- | No log | 4.1373 | 422 | 0.8085 | 0.2621 | 0.8085 | 0.8992 |
263
- | No log | 4.1569 | 424 | 0.7984 | 0.1986 | 0.7984 | 0.8935 |
264
- | No log | 4.1765 | 426 | 0.7988 | 0.1616 | 0.7988 | 0.8938 |
265
- | No log | 4.1961 | 428 | 0.8033 | 0.1351 | 0.8033 | 0.8963 |
266
- | No log | 4.2157 | 430 | 0.7997 | 0.1597 | 0.7997 | 0.8942 |
267
- | No log | 4.2353 | 432 | 0.8060 | 0.1811 | 0.8060 | 0.8978 |
268
- | No log | 4.2549 | 434 | 0.8184 | 0.2249 | 0.8184 | 0.9047 |
269
- | No log | 4.2745 | 436 | 0.8283 | 0.2862 | 0.8283 | 0.9101 |
270
- | No log | 4.2941 | 438 | 0.8510 | 0.3353 | 0.8510 | 0.9225 |
271
- | No log | 4.3137 | 440 | 0.8436 | 0.1713 | 0.8436 | 0.9185 |
272
- | No log | 4.3333 | 442 | 0.8462 | 0.1164 | 0.8462 | 0.9199 |
273
- | No log | 4.3529 | 444 | 0.8710 | 0.1975 | 0.8710 | 0.9333 |
274
- | No log | 4.3725 | 446 | 0.8917 | 0.3018 | 0.8917 | 0.9443 |
275
- | No log | 4.3922 | 448 | 0.8661 | 0.1960 | 0.8661 | 0.9306 |
276
- | No log | 4.4118 | 450 | 0.8222 | 0.2475 | 0.8222 | 0.9067 |
277
- | No log | 4.4314 | 452 | 0.8121 | 0.2247 | 0.8121 | 0.9012 |
278
- | No log | 4.4510 | 454 | 0.8243 | 0.2502 | 0.8243 | 0.9079 |
279
- | No log | 4.4706 | 456 | 0.8535 | 0.2988 | 0.8535 | 0.9239 |
280
- | No log | 4.4902 | 458 | 0.8654 | 0.3018 | 0.8654 | 0.9303 |
281
- | No log | 4.5098 | 460 | 0.8597 | 0.2526 | 0.8597 | 0.9272 |
282
- | No log | 4.5294 | 462 | 0.8447 | 0.2066 | 0.8447 | 0.9191 |
283
- | No log | 4.5490 | 464 | 0.8298 | 0.2458 | 0.8298 | 0.9110 |
284
- | No log | 4.5686 | 466 | 0.8272 | 0.2462 | 0.8272 | 0.9095 |
285
- | No log | 4.5882 | 468 | 0.8300 | 0.2514 | 0.8300 | 0.9110 |
286
- | No log | 4.6078 | 470 | 0.8139 | 0.2514 | 0.8139 | 0.9021 |
287
- | No log | 4.6275 | 472 | 0.8106 | 0.2744 | 0.8106 | 0.9003 |
288
- | No log | 4.6471 | 474 | 0.8187 | 0.2312 | 0.8187 | 0.9048 |
289
- | No log | 4.6667 | 476 | 0.8217 | 0.2020 | 0.8217 | 0.9065 |
290
- | No log | 4.6863 | 478 | 0.8353 | 0.2862 | 0.8353 | 0.9140 |
291
- | No log | 4.7059 | 480 | 0.8945 | 0.3036 | 0.8945 | 0.9458 |
292
- | No log | 4.7255 | 482 | 0.9075 | 0.2616 | 0.9075 | 0.9526 |
293
- | No log | 4.7451 | 484 | 0.8495 | 0.2751 | 0.8495 | 0.9217 |
294
- | No log | 4.7647 | 486 | 0.8087 | 0.2838 | 0.8087 | 0.8993 |
295
- | No log | 4.7843 | 488 | 0.8123 | 0.2806 | 0.8123 | 0.9013 |
296
- | No log | 4.8039 | 490 | 0.8206 | 0.2744 | 0.8206 | 0.9059 |
297
- | No log | 4.8235 | 492 | 0.8278 | 0.2285 | 0.8278 | 0.9098 |
298
- | No log | 4.8431 | 494 | 0.8363 | 0.2257 | 0.8363 | 0.9145 |
299
- | No log | 4.8627 | 496 | 0.8325 | 0.2857 | 0.8325 | 0.9124 |
300
- | No log | 4.8824 | 498 | 0.8214 | 0.3260 | 0.8214 | 0.9063 |
301
- | 0.3458 | 4.9020 | 500 | 0.8199 | 0.3382 | 0.8199 | 0.9055 |
302
- | 0.3458 | 4.9216 | 502 | 0.8601 | 0.3268 | 0.8601 | 0.9274 |
303
- | 0.3458 | 4.9412 | 504 | 0.9328 | 0.2958 | 0.9328 | 0.9658 |
304
- | 0.3458 | 4.9608 | 506 | 1.0059 | 0.2853 | 1.0059 | 1.0030 |
305
- | 0.3458 | 4.9804 | 508 | 0.9630 | 0.2928 | 0.9630 | 0.9813 |
306
- | 0.3458 | 5.0 | 510 | 0.9566 | 0.3173 | 0.9566 | 0.9781 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_task7_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_task7_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: 0.3639
19
+ - Qwk: 0.6555
20
+ - Mse: 0.3639
21
+ - Rmse: 0.6033
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.2857 | 2 | 2.4859 | -0.0646 | 2.4859 | 1.5767 |
53
+ | No log | 0.5714 | 4 | 1.2063 | 0.0989 | 1.2063 | 1.0983 |
54
+ | No log | 0.8571 | 6 | 0.8718 | 0.0074 | 0.8718 | 0.9337 |
55
+ | No log | 1.1429 | 8 | 0.8461 | 0.2142 | 0.8461 | 0.9198 |
56
+ | No log | 1.4286 | 10 | 0.6039 | 0.3474 | 0.6039 | 0.7771 |
57
+ | No log | 1.7143 | 12 | 0.5579 | 0.3781 | 0.5579 | 0.7469 |
58
+ | No log | 2.0 | 14 | 0.5306 | 0.4795 | 0.5306 | 0.7284 |
59
+ | No log | 2.2857 | 16 | 0.5835 | 0.4351 | 0.5835 | 0.7639 |
60
+ | No log | 2.5714 | 18 | 0.5983 | 0.5687 | 0.5983 | 0.7735 |
61
+ | No log | 2.8571 | 20 | 0.6233 | 0.5212 | 0.6233 | 0.7895 |
62
+ | No log | 3.1429 | 22 | 0.4783 | 0.5098 | 0.4783 | 0.6916 |
63
+ | No log | 3.4286 | 24 | 0.5476 | 0.5455 | 0.5476 | 0.7400 |
64
+ | No log | 3.7143 | 26 | 0.5055 | 0.5373 | 0.5055 | 0.7110 |
65
+ | No log | 4.0 | 28 | 0.5105 | 0.5527 | 0.5105 | 0.7145 |
66
+ | No log | 4.2857 | 30 | 0.4596 | 0.5632 | 0.4596 | 0.6779 |
67
+ | No log | 4.5714 | 32 | 0.5127 | 0.5817 | 0.5127 | 0.7160 |
68
+ | No log | 4.8571 | 34 | 0.4659 | 0.5726 | 0.4659 | 0.6825 |
69
+ | No log | 5.1429 | 36 | 0.4376 | 0.6339 | 0.4376 | 0.6615 |
70
+ | No log | 5.4286 | 38 | 0.4220 | 0.6351 | 0.4220 | 0.6496 |
71
+ | No log | 5.7143 | 40 | 0.4629 | 0.6497 | 0.4629 | 0.6804 |
72
+ | No log | 6.0 | 42 | 0.4356 | 0.6509 | 0.4356 | 0.6600 |
73
+ | No log | 6.2857 | 44 | 0.4591 | 0.5808 | 0.4591 | 0.6776 |
74
+ | No log | 6.5714 | 46 | 0.5886 | 0.5373 | 0.5886 | 0.7672 |
75
+ | No log | 6.8571 | 48 | 0.4371 | 0.5849 | 0.4371 | 0.6611 |
76
+ | No log | 7.1429 | 50 | 0.5461 | 0.6168 | 0.5461 | 0.7390 |
77
+ | No log | 7.4286 | 52 | 0.5880 | 0.5670 | 0.5880 | 0.7668 |
78
+ | No log | 7.7143 | 54 | 0.4283 | 0.6648 | 0.4283 | 0.6544 |
79
+ | No log | 8.0 | 56 | 0.4084 | 0.6935 | 0.4084 | 0.6391 |
80
+ | No log | 8.2857 | 58 | 0.3723 | 0.6743 | 0.3723 | 0.6102 |
81
+ | No log | 8.5714 | 60 | 0.4390 | 0.6294 | 0.4390 | 0.6626 |
82
+ | No log | 8.8571 | 62 | 0.6064 | 0.5492 | 0.6064 | 0.7787 |
83
+ | No log | 9.1429 | 64 | 0.4296 | 0.6010 | 0.4296 | 0.6554 |
84
+ | No log | 9.4286 | 66 | 0.3774 | 0.6826 | 0.3774 | 0.6143 |
85
+ | No log | 9.7143 | 68 | 0.4117 | 0.7118 | 0.4117 | 0.6416 |
86
+ | No log | 10.0 | 70 | 0.4127 | 0.7034 | 0.4127 | 0.6424 |
87
+ | No log | 10.2857 | 72 | 0.4019 | 0.6904 | 0.4019 | 0.6340 |
88
+ | No log | 10.5714 | 74 | 0.3967 | 0.7052 | 0.3967 | 0.6298 |
89
+ | No log | 10.8571 | 76 | 0.4497 | 0.6519 | 0.4497 | 0.6706 |
90
+ | No log | 11.1429 | 78 | 0.4208 | 0.6441 | 0.4208 | 0.6487 |
91
+ | No log | 11.4286 | 80 | 0.3968 | 0.6771 | 0.3968 | 0.6299 |
92
+ | No log | 11.7143 | 82 | 0.4081 | 0.6503 | 0.4081 | 0.6388 |
93
+ | No log | 12.0 | 84 | 0.4764 | 0.6294 | 0.4764 | 0.6902 |
94
+ | No log | 12.2857 | 86 | 0.6040 | 0.4704 | 0.6040 | 0.7772 |
95
+ | No log | 12.5714 | 88 | 0.5910 | 0.5108 | 0.5910 | 0.7688 |
96
+ | No log | 12.8571 | 90 | 0.3641 | 0.7013 | 0.3641 | 0.6034 |
97
+ | No log | 13.1429 | 92 | 0.3845 | 0.7043 | 0.3845 | 0.6201 |
98
+ | No log | 13.4286 | 94 | 0.3632 | 0.7293 | 0.3632 | 0.6027 |
99
+ | No log | 13.7143 | 96 | 0.4820 | 0.5822 | 0.4820 | 0.6943 |
100
+ | No log | 14.0 | 98 | 0.5297 | 0.6218 | 0.5297 | 0.7278 |
101
+ | No log | 14.2857 | 100 | 0.3941 | 0.6678 | 0.3941 | 0.6277 |
102
+ | No log | 14.5714 | 102 | 0.3813 | 0.6993 | 0.3813 | 0.6175 |
103
+ | No log | 14.8571 | 104 | 0.3658 | 0.6904 | 0.3658 | 0.6048 |
104
+ | No log | 15.1429 | 106 | 0.4230 | 0.6548 | 0.4230 | 0.6504 |
105
+ | No log | 15.4286 | 108 | 0.6907 | 0.5790 | 0.6907 | 0.8311 |
106
+ | No log | 15.7143 | 110 | 0.6237 | 0.5670 | 0.6237 | 0.7897 |
107
+ | No log | 16.0 | 112 | 0.3957 | 0.6774 | 0.3957 | 0.6291 |
108
+ | No log | 16.2857 | 114 | 0.3652 | 0.7004 | 0.3652 | 0.6043 |
109
+ | No log | 16.5714 | 116 | 0.3630 | 0.7091 | 0.3630 | 0.6025 |
110
+ | No log | 16.8571 | 118 | 0.3602 | 0.7256 | 0.3602 | 0.6002 |
111
+ | No log | 17.1429 | 120 | 0.3632 | 0.6946 | 0.3632 | 0.6027 |
112
+ | No log | 17.4286 | 122 | 0.3809 | 0.6118 | 0.3809 | 0.6172 |
113
+ | No log | 17.7143 | 124 | 0.4194 | 0.6404 | 0.4194 | 0.6476 |
114
+ | No log | 18.0 | 126 | 0.3955 | 0.6606 | 0.3955 | 0.6289 |
115
+ | No log | 18.2857 | 128 | 0.3686 | 0.7012 | 0.3686 | 0.6071 |
116
+ | No log | 18.5714 | 130 | 0.4318 | 0.6974 | 0.4318 | 0.6571 |
117
+ | No log | 18.8571 | 132 | 0.4999 | 0.6406 | 0.4999 | 0.7071 |
118
+ | No log | 19.1429 | 134 | 0.4403 | 0.7414 | 0.4403 | 0.6636 |
119
+ | No log | 19.4286 | 136 | 0.4063 | 0.6560 | 0.4063 | 0.6374 |
120
+ | No log | 19.7143 | 138 | 0.4117 | 0.6540 | 0.4117 | 0.6416 |
121
+ | No log | 20.0 | 140 | 0.3884 | 0.6641 | 0.3884 | 0.6233 |
122
+ | No log | 20.2857 | 142 | 0.3766 | 0.6645 | 0.3766 | 0.6136 |
123
+ | No log | 20.5714 | 144 | 0.3909 | 0.6683 | 0.3909 | 0.6252 |
124
+ | No log | 20.8571 | 146 | 0.4192 | 0.7060 | 0.4192 | 0.6475 |
125
+ | No log | 21.1429 | 148 | 0.4819 | 0.6490 | 0.4819 | 0.6942 |
126
+ | No log | 21.4286 | 150 | 0.4314 | 0.6890 | 0.4314 | 0.6568 |
127
+ | No log | 21.7143 | 152 | 0.3844 | 0.7123 | 0.3844 | 0.6200 |
128
+ | No log | 22.0 | 154 | 0.3885 | 0.6365 | 0.3885 | 0.6233 |
129
+ | No log | 22.2857 | 156 | 0.4019 | 0.7032 | 0.4019 | 0.6339 |
130
+ | No log | 22.5714 | 158 | 0.4059 | 0.6771 | 0.4059 | 0.6371 |
131
+ | No log | 22.8571 | 160 | 0.3998 | 0.6065 | 0.3998 | 0.6323 |
132
+ | No log | 23.1429 | 162 | 0.4246 | 0.6227 | 0.4246 | 0.6516 |
133
+ | No log | 23.4286 | 164 | 0.4013 | 0.5816 | 0.4013 | 0.6335 |
134
+ | No log | 23.7143 | 166 | 0.3902 | 0.6330 | 0.3902 | 0.6246 |
135
+ | No log | 24.0 | 168 | 0.3933 | 0.6269 | 0.3933 | 0.6271 |
136
+ | No log | 24.2857 | 170 | 0.3852 | 0.6648 | 0.3852 | 0.6206 |
137
+ | No log | 24.5714 | 172 | 0.3850 | 0.6648 | 0.3850 | 0.6205 |
138
+ | No log | 24.8571 | 174 | 0.3847 | 0.6935 | 0.3847 | 0.6202 |
139
+ | No log | 25.1429 | 176 | 0.3796 | 0.6648 | 0.3796 | 0.6161 |
140
+ | No log | 25.4286 | 178 | 0.3924 | 0.6370 | 0.3924 | 0.6264 |
141
+ | No log | 25.7143 | 180 | 0.3902 | 0.6282 | 0.3902 | 0.6247 |
142
+ | No log | 26.0 | 182 | 0.3752 | 0.6555 | 0.3752 | 0.6125 |
143
+ | No log | 26.2857 | 184 | 0.3829 | 0.6357 | 0.3829 | 0.6187 |
144
+ | No log | 26.5714 | 186 | 0.4034 | 0.6370 | 0.4034 | 0.6352 |
145
+ | No log | 26.8571 | 188 | 0.4094 | 0.6154 | 0.4094 | 0.6398 |
146
+ | No log | 27.1429 | 190 | 0.4169 | 0.6370 | 0.4169 | 0.6457 |
147
+ | No log | 27.4286 | 192 | 0.4251 | 0.6282 | 0.4251 | 0.6520 |
148
+ | No log | 27.7143 | 194 | 0.3998 | 0.6357 | 0.3998 | 0.6323 |
149
+ | No log | 28.0 | 196 | 0.4071 | 0.6579 | 0.4071 | 0.6380 |
150
+ | No log | 28.2857 | 198 | 0.5002 | 0.6167 | 0.5002 | 0.7073 |
151
+ | No log | 28.5714 | 200 | 0.5287 | 0.5749 | 0.5287 | 0.7271 |
152
+ | No log | 28.8571 | 202 | 0.4344 | 0.6223 | 0.4344 | 0.6591 |
153
+ | No log | 29.1429 | 204 | 0.3938 | 0.6530 | 0.3938 | 0.6275 |
154
+ | No log | 29.4286 | 206 | 0.4769 | 0.5892 | 0.4769 | 0.6906 |
155
+ | No log | 29.7143 | 208 | 0.4847 | 0.5892 | 0.4847 | 0.6962 |
156
+ | No log | 30.0 | 210 | 0.4988 | 0.5892 | 0.4988 | 0.7062 |
157
+ | No log | 30.2857 | 212 | 0.4445 | 0.5770 | 0.4445 | 0.6667 |
158
+ | No log | 30.5714 | 214 | 0.4234 | 0.6082 | 0.4234 | 0.6507 |
159
+ | No log | 30.8571 | 216 | 0.4035 | 0.6215 | 0.4035 | 0.6352 |
160
+ | No log | 31.1429 | 218 | 0.4037 | 0.6435 | 0.4037 | 0.6354 |
161
+ | No log | 31.4286 | 220 | 0.4054 | 0.6435 | 0.4054 | 0.6367 |
162
+ | No log | 31.7143 | 222 | 0.4042 | 0.6357 | 0.4042 | 0.6357 |
163
+ | No log | 32.0 | 224 | 0.3976 | 0.6357 | 0.3976 | 0.6305 |
164
+ | No log | 32.2857 | 226 | 0.3922 | 0.6357 | 0.3922 | 0.6263 |
165
+ | No log | 32.5714 | 228 | 0.3871 | 0.6555 | 0.3871 | 0.6222 |
166
+ | No log | 32.8571 | 230 | 0.3868 | 0.6770 | 0.3868 | 0.6219 |
167
+ | No log | 33.1429 | 232 | 0.3798 | 0.6863 | 0.3798 | 0.6163 |
168
+ | No log | 33.4286 | 234 | 0.3739 | 0.7032 | 0.3739 | 0.6115 |
169
+ | No log | 33.7143 | 236 | 0.3748 | 0.6648 | 0.3748 | 0.6122 |
170
+ | No log | 34.0 | 238 | 0.3826 | 0.6282 | 0.3826 | 0.6186 |
171
+ | No log | 34.2857 | 240 | 0.3887 | 0.6295 | 0.3887 | 0.6235 |
172
+ | No log | 34.5714 | 242 | 0.3766 | 0.6567 | 0.3766 | 0.6137 |
173
+ | No log | 34.8571 | 244 | 0.3858 | 0.6339 | 0.3858 | 0.6212 |
174
+ | No log | 35.1429 | 246 | 0.4305 | 0.6687 | 0.4305 | 0.6561 |
175
+ | No log | 35.4286 | 248 | 0.4040 | 0.6334 | 0.4040 | 0.6356 |
176
+ | No log | 35.7143 | 250 | 0.3652 | 0.6747 | 0.3652 | 0.6043 |
177
+ | No log | 36.0 | 252 | 0.3723 | 0.6884 | 0.3723 | 0.6101 |
178
+ | No log | 36.2857 | 254 | 0.3640 | 0.6678 | 0.3640 | 0.6033 |
179
+ | No log | 36.5714 | 256 | 0.3574 | 0.6957 | 0.3574 | 0.5979 |
180
+ | No log | 36.8571 | 258 | 0.3624 | 0.6877 | 0.3624 | 0.6020 |
181
+ | No log | 37.1429 | 260 | 0.3714 | 0.7074 | 0.3714 | 0.6094 |
182
+ | No log | 37.4286 | 262 | 0.3755 | 0.7074 | 0.3755 | 0.6128 |
183
+ | No log | 37.7143 | 264 | 0.3701 | 0.7074 | 0.3701 | 0.6084 |
184
+ | No log | 38.0 | 266 | 0.3706 | 0.7074 | 0.3706 | 0.6088 |
185
+ | No log | 38.2857 | 268 | 0.3590 | 0.6946 | 0.3590 | 0.5991 |
186
+ | No log | 38.5714 | 270 | 0.3629 | 0.6830 | 0.3629 | 0.6024 |
187
+ | No log | 38.8571 | 272 | 0.3954 | 0.6518 | 0.3954 | 0.6288 |
188
+ | No log | 39.1429 | 274 | 0.3741 | 0.6612 | 0.3741 | 0.6116 |
189
+ | No log | 39.4286 | 276 | 0.3514 | 0.6946 | 0.3514 | 0.5928 |
190
+ | No log | 39.7143 | 278 | 0.3732 | 0.6501 | 0.3732 | 0.6109 |
191
+ | No log | 40.0 | 280 | 0.3711 | 0.6295 | 0.3711 | 0.6092 |
192
+ | No log | 40.2857 | 282 | 0.3555 | 0.6357 | 0.3555 | 0.5962 |
193
+ | No log | 40.5714 | 284 | 0.3534 | 0.6854 | 0.3534 | 0.5945 |
194
+ | No log | 40.8571 | 286 | 0.3547 | 0.6935 | 0.3547 | 0.5955 |
195
+ | No log | 41.1429 | 288 | 0.3579 | 0.6667 | 0.3579 | 0.5983 |
196
+ | No log | 41.4286 | 290 | 0.3628 | 0.6655 | 0.3628 | 0.6023 |
197
+ | No log | 41.7143 | 292 | 0.3672 | 0.6841 | 0.3672 | 0.6060 |
198
+ | No log | 42.0 | 294 | 0.3719 | 0.6841 | 0.3719 | 0.6098 |
199
+ | No log | 42.2857 | 296 | 0.3701 | 0.6841 | 0.3701 | 0.6084 |
200
+ | No log | 42.5714 | 298 | 0.3677 | 0.6566 | 0.3677 | 0.6064 |
201
+ | No log | 42.8571 | 300 | 0.3634 | 0.6761 | 0.3634 | 0.6028 |
202
+ | No log | 43.1429 | 302 | 0.3811 | 0.6434 | 0.3811 | 0.6174 |
203
+ | No log | 43.4286 | 304 | 0.4050 | 0.6599 | 0.4050 | 0.6364 |
204
+ | No log | 43.7143 | 306 | 0.3766 | 0.6797 | 0.3766 | 0.6137 |
205
+ | No log | 44.0 | 308 | 0.3550 | 0.7118 | 0.3550 | 0.5958 |
206
+ | No log | 44.2857 | 310 | 0.3511 | 0.6935 | 0.3511 | 0.5926 |
207
+ | No log | 44.5714 | 312 | 0.3461 | 0.6946 | 0.3461 | 0.5883 |
208
+ | No log | 44.8571 | 314 | 0.3492 | 0.6667 | 0.3492 | 0.5909 |
209
+ | No log | 45.1429 | 316 | 0.3730 | 0.6414 | 0.3730 | 0.6108 |
210
+ | No log | 45.4286 | 318 | 0.4140 | 0.6439 | 0.4140 | 0.6434 |
211
+ | No log | 45.7143 | 320 | 0.4209 | 0.6354 | 0.4209 | 0.6488 |
212
+ | No log | 46.0 | 322 | 0.3679 | 0.6414 | 0.3679 | 0.6066 |
213
+ | No log | 46.2857 | 324 | 0.3480 | 0.7042 | 0.3480 | 0.5899 |
214
+ | No log | 46.5714 | 326 | 0.3463 | 0.7208 | 0.3463 | 0.5885 |
215
+ | No log | 46.8571 | 328 | 0.3444 | 0.7054 | 0.3444 | 0.5869 |
216
+ | No log | 47.1429 | 330 | 0.3474 | 0.6866 | 0.3474 | 0.5894 |
217
+ | No log | 47.4286 | 332 | 0.3588 | 0.6877 | 0.3588 | 0.5990 |
218
+ | No log | 47.7143 | 334 | 0.3566 | 0.6673 | 0.3566 | 0.5972 |
219
+ | No log | 48.0 | 336 | 0.3533 | 0.6964 | 0.3533 | 0.5944 |
220
+ | No log | 48.2857 | 338 | 0.3687 | 0.6517 | 0.3687 | 0.6072 |
221
+ | No log | 48.5714 | 340 | 0.3785 | 0.6518 | 0.3785 | 0.6153 |
222
+ | No log | 48.8571 | 342 | 0.3638 | 0.6627 | 0.3638 | 0.6031 |
223
+ | No log | 49.1429 | 344 | 0.3541 | 0.7043 | 0.3541 | 0.5951 |
224
+ | No log | 49.4286 | 346 | 0.3536 | 0.6863 | 0.3536 | 0.5946 |
225
+ | No log | 49.7143 | 348 | 0.3785 | 0.6884 | 0.3785 | 0.6152 |
226
+ | No log | 50.0 | 350 | 0.3904 | 0.6890 | 0.3904 | 0.6248 |
227
+ | No log | 50.2857 | 352 | 0.3812 | 0.6980 | 0.3812 | 0.6174 |
228
+ | No log | 50.5714 | 354 | 0.3645 | 0.6943 | 0.3645 | 0.6038 |
229
+ | No log | 50.8571 | 356 | 0.3716 | 0.7213 | 0.3716 | 0.6096 |
230
+ | No log | 51.1429 | 358 | 0.3746 | 0.7297 | 0.3746 | 0.6120 |
231
+ | No log | 51.4286 | 360 | 0.3760 | 0.6634 | 0.3760 | 0.6132 |
232
+ | No log | 51.7143 | 362 | 0.3645 | 0.6929 | 0.3645 | 0.6038 |
233
+ | No log | 52.0 | 364 | 0.3576 | 0.6946 | 0.3576 | 0.5980 |
234
+ | No log | 52.2857 | 366 | 0.3546 | 0.7138 | 0.3546 | 0.5955 |
235
+ | No log | 52.5714 | 368 | 0.3510 | 0.7138 | 0.3510 | 0.5924 |
236
+ | No log | 52.8571 | 370 | 0.3515 | 0.7148 | 0.3515 | 0.5929 |
237
+ | No log | 53.1429 | 372 | 0.3514 | 0.7148 | 0.3514 | 0.5928 |
238
+ | No log | 53.4286 | 374 | 0.3464 | 0.7138 | 0.3464 | 0.5886 |
239
+ | No log | 53.7143 | 376 | 0.3485 | 0.7032 | 0.3485 | 0.5903 |
240
+ | No log | 54.0 | 378 | 0.3449 | 0.6957 | 0.3449 | 0.5873 |
241
+ | No log | 54.2857 | 380 | 0.3465 | 0.7148 | 0.3465 | 0.5887 |
242
+ | No log | 54.5714 | 382 | 0.3522 | 0.6873 | 0.3522 | 0.5934 |
243
+ | No log | 54.8571 | 384 | 0.3719 | 0.6793 | 0.3719 | 0.6098 |
244
+ | No log | 55.1429 | 386 | 0.4241 | 0.6373 | 0.4241 | 0.6513 |
245
+ | No log | 55.4286 | 388 | 0.4315 | 0.6465 | 0.4315 | 0.6569 |
246
+ | No log | 55.7143 | 390 | 0.4101 | 0.6537 | 0.4101 | 0.6404 |
247
+ | No log | 56.0 | 392 | 0.3606 | 0.6884 | 0.3606 | 0.6005 |
248
+ | No log | 56.2857 | 394 | 0.3463 | 0.7356 | 0.3463 | 0.5884 |
249
+ | No log | 56.5714 | 396 | 0.3767 | 0.6612 | 0.3767 | 0.6137 |
250
+ | No log | 56.8571 | 398 | 0.4074 | 0.6873 | 0.4074 | 0.6383 |
251
+ | No log | 57.1429 | 400 | 0.4050 | 0.6873 | 0.4050 | 0.6364 |
252
+ | No log | 57.4286 | 402 | 0.3716 | 0.6819 | 0.3716 | 0.6096 |
253
+ | No log | 57.7143 | 404 | 0.3507 | 0.6759 | 0.3507 | 0.5922 |
254
+ | No log | 58.0 | 406 | 0.3642 | 0.6592 | 0.3642 | 0.6035 |
255
+ | No log | 58.2857 | 408 | 0.4001 | 0.6223 | 0.4001 | 0.6325 |
256
+ | No log | 58.5714 | 410 | 0.4246 | 0.6537 | 0.4246 | 0.6516 |
257
+ | No log | 58.8571 | 412 | 0.4145 | 0.6427 | 0.4145 | 0.6438 |
258
+ | No log | 59.1429 | 414 | 0.3772 | 0.6690 | 0.3772 | 0.6141 |
259
+ | No log | 59.4286 | 416 | 0.3575 | 0.6957 | 0.3575 | 0.5979 |
260
+ | No log | 59.7143 | 418 | 0.3624 | 0.6946 | 0.3624 | 0.6020 |
261
+ | No log | 60.0 | 420 | 0.3709 | 0.6636 | 0.3709 | 0.6090 |
262
+ | No log | 60.2857 | 422 | 0.3911 | 0.6517 | 0.3911 | 0.6254 |
263
+ | No log | 60.5714 | 424 | 0.4164 | 0.6505 | 0.4164 | 0.6453 |
264
+ | No log | 60.8571 | 426 | 0.4402 | 0.5692 | 0.4402 | 0.6635 |
265
+ | No log | 61.1429 | 428 | 0.4388 | 0.5817 | 0.4388 | 0.6624 |
266
+ | No log | 61.4286 | 430 | 0.4183 | 0.6694 | 0.4183 | 0.6468 |
267
+ | No log | 61.7143 | 432 | 0.3865 | 0.6733 | 0.3865 | 0.6217 |
268
+ | No log | 62.0 | 434 | 0.3637 | 0.6344 | 0.3637 | 0.6031 |
269
+ | No log | 62.2857 | 436 | 0.3613 | 0.6759 | 0.3613 | 0.6011 |
270
+ | No log | 62.5714 | 438 | 0.3606 | 0.6759 | 0.3606 | 0.6005 |
271
+ | No log | 62.8571 | 440 | 0.3614 | 0.6542 | 0.3614 | 0.6012 |
272
+ | No log | 63.1429 | 442 | 0.3619 | 0.6542 | 0.3619 | 0.6016 |
273
+ | No log | 63.4286 | 444 | 0.3653 | 0.6832 | 0.3653 | 0.6044 |
274
+ | No log | 63.7143 | 446 | 0.3671 | 0.6832 | 0.3671 | 0.6059 |
275
+ | No log | 64.0 | 448 | 0.3743 | 0.6931 | 0.3743 | 0.6118 |
276
+ | No log | 64.2857 | 450 | 0.3763 | 0.6931 | 0.3763 | 0.6134 |
277
+ | No log | 64.5714 | 452 | 0.3701 | 0.6832 | 0.3701 | 0.6084 |
278
+ | No log | 64.8571 | 454 | 0.3649 | 0.6832 | 0.3649 | 0.6041 |
279
+ | No log | 65.1429 | 456 | 0.3610 | 0.6648 | 0.3610 | 0.6008 |
280
+ | No log | 65.4286 | 458 | 0.3602 | 0.6555 | 0.3602 | 0.6002 |
281
+ | No log | 65.7143 | 460 | 0.3598 | 0.6344 | 0.3598 | 0.5999 |
282
+ | No log | 66.0 | 462 | 0.3587 | 0.6344 | 0.3587 | 0.5989 |
283
+ | No log | 66.2857 | 464 | 0.3562 | 0.6866 | 0.3562 | 0.5968 |
284
+ | No log | 66.5714 | 466 | 0.3604 | 0.6370 | 0.3604 | 0.6004 |
285
+ | No log | 66.8571 | 468 | 0.3669 | 0.6370 | 0.3669 | 0.6057 |
286
+ | No log | 67.1429 | 470 | 0.3620 | 0.6370 | 0.3620 | 0.6017 |
287
+ | No log | 67.4286 | 472 | 0.3586 | 0.6747 | 0.3586 | 0.5988 |
288
+ | No log | 67.7143 | 474 | 0.3684 | 0.6736 | 0.3684 | 0.6070 |
289
+ | No log | 68.0 | 476 | 0.3901 | 0.7287 | 0.3901 | 0.6246 |
290
+ | No log | 68.2857 | 478 | 0.4065 | 0.6991 | 0.4065 | 0.6376 |
291
+ | No log | 68.5714 | 480 | 0.4213 | 0.6401 | 0.4213 | 0.6491 |
292
+ | No log | 68.8571 | 482 | 0.4091 | 0.6505 | 0.4091 | 0.6396 |
293
+ | No log | 69.1429 | 484 | 0.3933 | 0.6931 | 0.3933 | 0.6272 |
294
+ | No log | 69.4286 | 486 | 0.3805 | 0.6931 | 0.3805 | 0.6168 |
295
+ | No log | 69.7143 | 488 | 0.3740 | 0.6636 | 0.3740 | 0.6115 |
296
+ | No log | 70.0 | 490 | 0.3714 | 0.6542 | 0.3714 | 0.6095 |
297
+ | No log | 70.2857 | 492 | 0.3707 | 0.6542 | 0.3707 | 0.6089 |
298
+ | No log | 70.5714 | 494 | 0.3754 | 0.6636 | 0.3754 | 0.6127 |
299
+ | No log | 70.8571 | 496 | 0.3834 | 0.6326 | 0.3834 | 0.6192 |
300
+ | No log | 71.1429 | 498 | 0.3791 | 0.6241 | 0.3791 | 0.6157 |
301
+ | 0.1947 | 71.4286 | 500 | 0.3694 | 0.6747 | 0.3694 | 0.6078 |
302
+ | 0.1947 | 71.7143 | 502 | 0.3645 | 0.7138 | 0.3645 | 0.6038 |
303
+ | 0.1947 | 72.0 | 504 | 0.3684 | 0.6957 | 0.3684 | 0.6070 |
304
+ | 0.1947 | 72.2857 | 506 | 0.3788 | 0.7256 | 0.3788 | 0.6155 |
305
+ | 0.1947 | 72.5714 | 508 | 0.3846 | 0.6782 | 0.3846 | 0.6202 |
306
+ | 0.1947 | 72.8571 | 510 | 0.3830 | 0.6579 | 0.3830 | 0.6189 |
307
+ | 0.1947 | 73.1429 | 512 | 0.3832 | 0.6579 | 0.3832 | 0.6190 |
308
+ | 0.1947 | 73.4286 | 514 | 0.3801 | 0.6579 | 0.3801 | 0.6165 |
309
+ | 0.1947 | 73.7143 | 516 | 0.3728 | 0.7064 | 0.3728 | 0.6106 |
310
+ | 0.1947 | 74.0 | 518 | 0.3681 | 0.6759 | 0.3681 | 0.6067 |
311
+ | 0.1947 | 74.2857 | 520 | 0.3686 | 0.6555 | 0.3686 | 0.6072 |
312
+ | 0.1947 | 74.5714 | 522 | 0.3727 | 0.6747 | 0.3727 | 0.6105 |
313
+ | 0.1947 | 74.8571 | 524 | 0.3740 | 0.6747 | 0.3740 | 0.6116 |
314
+ | 0.1947 | 75.1429 | 526 | 0.3697 | 0.6747 | 0.3697 | 0.6080 |
315
+ | 0.1947 | 75.4286 | 528 | 0.3653 | 0.6759 | 0.3653 | 0.6044 |
316
+ | 0.1947 | 75.7143 | 530 | 0.3676 | 0.7064 | 0.3676 | 0.6063 |
317
+ | 0.1947 | 76.0 | 532 | 0.3683 | 0.7064 | 0.3683 | 0.6069 |
318
+ | 0.1947 | 76.2857 | 534 | 0.3669 | 0.7064 | 0.3669 | 0.6057 |
319
+ | 0.1947 | 76.5714 | 536 | 0.3652 | 0.7064 | 0.3652 | 0.6043 |
320
+ | 0.1947 | 76.8571 | 538 | 0.3703 | 0.7064 | 0.3703 | 0.6085 |
321
+ | 0.1947 | 77.1429 | 540 | 0.3724 | 0.6579 | 0.3724 | 0.6102 |
322
+ | 0.1947 | 77.4286 | 542 | 0.3706 | 0.6579 | 0.3706 | 0.6087 |
323
+ | 0.1947 | 77.7143 | 544 | 0.3642 | 0.7064 | 0.3642 | 0.6035 |
324
+ | 0.1947 | 78.0 | 546 | 0.3606 | 0.6866 | 0.3606 | 0.6005 |
325
+ | 0.1947 | 78.2857 | 548 | 0.3606 | 0.6854 | 0.3606 | 0.6005 |
326
+ | 0.1947 | 78.5714 | 550 | 0.3629 | 0.6648 | 0.3629 | 0.6024 |
327
+ | 0.1947 | 78.8571 | 552 | 0.3678 | 0.6843 | 0.3678 | 0.6064 |
328
+ | 0.1947 | 79.1429 | 554 | 0.3735 | 0.6733 | 0.3735 | 0.6112 |
329
+ | 0.1947 | 79.4286 | 556 | 0.3753 | 0.6733 | 0.3753 | 0.6126 |
330
+ | 0.1947 | 79.7143 | 558 | 0.3718 | 0.6636 | 0.3718 | 0.6097 |
331
+ | 0.1947 | 80.0 | 560 | 0.3674 | 0.6843 | 0.3674 | 0.6062 |
332
+ | 0.1947 | 80.2857 | 562 | 0.3637 | 0.6648 | 0.3637 | 0.6031 |
333
+ | 0.1947 | 80.5714 | 564 | 0.3614 | 0.6648 | 0.3614 | 0.6011 |
334
+ | 0.1947 | 80.8571 | 566 | 0.3612 | 0.6757 | 0.3612 | 0.6010 |
335
+ | 0.1947 | 81.1429 | 568 | 0.3618 | 0.6866 | 0.3618 | 0.6015 |
336
+ | 0.1947 | 81.4286 | 570 | 0.3618 | 0.6866 | 0.3618 | 0.6015 |
337
+ | 0.1947 | 81.7143 | 572 | 0.3618 | 0.6866 | 0.3618 | 0.6015 |
338
+ | 0.1947 | 82.0 | 574 | 0.3623 | 0.7064 | 0.3623 | 0.6019 |
339
+ | 0.1947 | 82.2857 | 576 | 0.3639 | 0.7064 | 0.3639 | 0.6033 |
340
+ | 0.1947 | 82.5714 | 578 | 0.3656 | 0.7064 | 0.3656 | 0.6047 |
341
+ | 0.1947 | 82.8571 | 580 | 0.3681 | 0.7064 | 0.3681 | 0.6067 |
342
+ | 0.1947 | 83.1429 | 582 | 0.3706 | 0.7064 | 0.3706 | 0.6088 |
343
+ | 0.1947 | 83.4286 | 584 | 0.3703 | 0.7064 | 0.3703 | 0.6085 |
344
+ | 0.1947 | 83.7143 | 586 | 0.3690 | 0.7064 | 0.3690 | 0.6075 |
345
+ | 0.1947 | 84.0 | 588 | 0.3669 | 0.7064 | 0.3669 | 0.6057 |
346
+ | 0.1947 | 84.2857 | 590 | 0.3672 | 0.7064 | 0.3672 | 0.6060 |
347
+ | 0.1947 | 84.5714 | 592 | 0.3662 | 0.6866 | 0.3662 | 0.6051 |
348
+ | 0.1947 | 84.8571 | 594 | 0.3646 | 0.6757 | 0.3646 | 0.6038 |
349
+ | 0.1947 | 85.1429 | 596 | 0.3636 | 0.6757 | 0.3636 | 0.6030 |
350
+ | 0.1947 | 85.4286 | 598 | 0.3637 | 0.6661 | 0.3637 | 0.6031 |
351
+ | 0.1947 | 85.7143 | 600 | 0.3627 | 0.6661 | 0.3627 | 0.6022 |
352
+ | 0.1947 | 86.0 | 602 | 0.3626 | 0.6866 | 0.3626 | 0.6021 |
353
+ | 0.1947 | 86.2857 | 604 | 0.3632 | 0.6866 | 0.3632 | 0.6026 |
354
+ | 0.1947 | 86.5714 | 606 | 0.3644 | 0.6866 | 0.3644 | 0.6036 |
355
+ | 0.1947 | 86.8571 | 608 | 0.3663 | 0.6866 | 0.3663 | 0.6052 |
356
+ | 0.1947 | 87.1429 | 610 | 0.3662 | 0.6866 | 0.3662 | 0.6051 |
357
+ | 0.1947 | 87.4286 | 612 | 0.3661 | 0.6866 | 0.3661 | 0.6051 |
358
+ | 0.1947 | 87.7143 | 614 | 0.3656 | 0.6866 | 0.3656 | 0.6046 |
359
+ | 0.1947 | 88.0 | 616 | 0.3663 | 0.6866 | 0.3663 | 0.6052 |
360
+ | 0.1947 | 88.2857 | 618 | 0.3676 | 0.6866 | 0.3676 | 0.6063 |
361
+ | 0.1947 | 88.5714 | 620 | 0.3691 | 0.7064 | 0.3691 | 0.6075 |
362
+ | 0.1947 | 88.8571 | 622 | 0.3706 | 0.7064 | 0.3706 | 0.6088 |
363
+ | 0.1947 | 89.1429 | 624 | 0.3733 | 0.6877 | 0.3733 | 0.6110 |
364
+ | 0.1947 | 89.4286 | 626 | 0.3763 | 0.6877 | 0.3763 | 0.6134 |
365
+ | 0.1947 | 89.7143 | 628 | 0.3773 | 0.6877 | 0.3773 | 0.6143 |
366
+ | 0.1947 | 90.0 | 630 | 0.3764 | 0.6877 | 0.3764 | 0.6136 |
367
+ | 0.1947 | 90.2857 | 632 | 0.3745 | 0.6877 | 0.3745 | 0.6119 |
368
+ | 0.1947 | 90.5714 | 634 | 0.3728 | 0.6877 | 0.3728 | 0.6106 |
369
+ | 0.1947 | 90.8571 | 636 | 0.3701 | 0.7064 | 0.3701 | 0.6084 |
370
+ | 0.1947 | 91.1429 | 638 | 0.3672 | 0.7064 | 0.3672 | 0.6059 |
371
+ | 0.1947 | 91.4286 | 640 | 0.3655 | 0.6957 | 0.3655 | 0.6046 |
372
+ | 0.1947 | 91.7143 | 642 | 0.3650 | 0.6957 | 0.3650 | 0.6041 |
373
+ | 0.1947 | 92.0 | 644 | 0.3643 | 0.6759 | 0.3643 | 0.6036 |
374
+ | 0.1947 | 92.2857 | 646 | 0.3641 | 0.6759 | 0.3641 | 0.6034 |
375
+ | 0.1947 | 92.5714 | 648 | 0.3640 | 0.6759 | 0.3640 | 0.6034 |
376
+ | 0.1947 | 92.8571 | 650 | 0.3642 | 0.6759 | 0.3642 | 0.6035 |
377
+ | 0.1947 | 93.1429 | 652 | 0.3645 | 0.6759 | 0.3645 | 0.6037 |
378
+ | 0.1947 | 93.4286 | 654 | 0.3647 | 0.6759 | 0.3647 | 0.6039 |
379
+ | 0.1947 | 93.7143 | 656 | 0.3651 | 0.6759 | 0.3651 | 0.6042 |
380
+ | 0.1947 | 94.0 | 658 | 0.3654 | 0.6957 | 0.3654 | 0.6045 |
381
+ | 0.1947 | 94.2857 | 660 | 0.3659 | 0.7064 | 0.3659 | 0.6049 |
382
+ | 0.1947 | 94.5714 | 662 | 0.3665 | 0.7064 | 0.3665 | 0.6054 |
383
+ | 0.1947 | 94.8571 | 664 | 0.3671 | 0.7064 | 0.3671 | 0.6059 |
384
+ | 0.1947 | 95.1429 | 666 | 0.3670 | 0.7064 | 0.3670 | 0.6058 |
385
+ | 0.1947 | 95.4286 | 668 | 0.3670 | 0.7064 | 0.3670 | 0.6058 |
386
+ | 0.1947 | 95.7143 | 670 | 0.3666 | 0.7064 | 0.3666 | 0.6055 |
387
+ | 0.1947 | 96.0 | 672 | 0.3659 | 0.6866 | 0.3659 | 0.6049 |
388
+ | 0.1947 | 96.2857 | 674 | 0.3654 | 0.6866 | 0.3654 | 0.6045 |
389
+ | 0.1947 | 96.5714 | 676 | 0.3651 | 0.6866 | 0.3651 | 0.6043 |
390
+ | 0.1947 | 96.8571 | 678 | 0.3647 | 0.6759 | 0.3647 | 0.6039 |
391
+ | 0.1947 | 97.1429 | 680 | 0.3643 | 0.6759 | 0.3643 | 0.6035 |
392
+ | 0.1947 | 97.4286 | 682 | 0.3641 | 0.6555 | 0.3641 | 0.6034 |
393
+ | 0.1947 | 97.7143 | 684 | 0.3641 | 0.6555 | 0.3641 | 0.6034 |
394
+ | 0.1947 | 98.0 | 686 | 0.3640 | 0.6555 | 0.3640 | 0.6033 |
395
+ | 0.1947 | 98.2857 | 688 | 0.3640 | 0.6555 | 0.3640 | 0.6033 |
396
+ | 0.1947 | 98.5714 | 690 | 0.3639 | 0.6555 | 0.3639 | 0.6033 |
397
 
398
 
399
  ### Framework versions