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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k12_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k11_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k11_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: 1.2646
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- - Qwk: 0.1142
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- - Mse: 1.2646
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- - Rmse: 1.1246
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  ## Model description
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@@ -49,282 +49,316 @@ 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 | 0.0741 | 2 | 3.8463 | -0.0047 | 3.8463 | 1.9612 |
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- | No log | 0.1481 | 4 | 2.0640 | 0.0348 | 2.0640 | 1.4367 |
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- | No log | 0.2222 | 6 | 1.7013 | 0.0219 | 1.7013 | 1.3044 |
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- | No log | 0.2963 | 8 | 1.3863 | 0.0922 | 1.3863 | 1.1774 |
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- | No log | 0.3704 | 10 | 1.1891 | 0.2221 | 1.1891 | 1.0905 |
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- | No log | 0.4444 | 12 | 1.2914 | 0.0380 | 1.2914 | 1.1364 |
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- | No log | 0.5185 | 14 | 1.2715 | 0.0380 | 1.2715 | 1.1276 |
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- | No log | 0.5926 | 16 | 1.1246 | 0.1142 | 1.1246 | 1.0605 |
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- | No log | 0.6667 | 18 | 1.1476 | 0.0760 | 1.1476 | 1.0712 |
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- | No log | 0.7407 | 20 | 1.2824 | 0.0380 | 1.2824 | 1.1324 |
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- | No log | 0.8148 | 22 | 1.2976 | 0.0380 | 1.2976 | 1.1391 |
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- | No log | 0.8889 | 24 | 1.1548 | 0.1790 | 1.1548 | 1.0746 |
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- | No log | 0.9630 | 26 | 0.9931 | 0.2758 | 0.9931 | 0.9966 |
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- | No log | 1.0370 | 28 | 0.9400 | 0.4129 | 0.9400 | 0.9695 |
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- | No log | 1.1111 | 30 | 0.9479 | 0.4002 | 0.9479 | 0.9736 |
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- | No log | 1.1852 | 32 | 0.9378 | 0.3519 | 0.9378 | 0.9684 |
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- | No log | 1.2593 | 34 | 0.9514 | 0.3562 | 0.9514 | 0.9754 |
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- | No log | 1.3333 | 36 | 0.9913 | 0.4080 | 0.9913 | 0.9956 |
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- | No log | 1.4074 | 38 | 1.0350 | 0.3171 | 1.0350 | 1.0173 |
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- | No log | 1.4815 | 40 | 1.0425 | 0.3026 | 1.0425 | 1.0210 |
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- | No log | 1.5556 | 42 | 1.0145 | 0.3753 | 1.0145 | 1.0072 |
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- | No log | 1.6296 | 44 | 1.0251 | 0.2441 | 1.0251 | 1.0125 |
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- | No log | 1.7037 | 46 | 1.0255 | 0.2492 | 1.0255 | 1.0127 |
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- | No log | 1.7778 | 48 | 1.0022 | 0.4420 | 1.0022 | 1.0011 |
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- | No log | 1.8519 | 50 | 0.9692 | 0.3519 | 0.9692 | 0.9845 |
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- | No log | 1.9259 | 52 | 0.9609 | 0.2161 | 0.9609 | 0.9803 |
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- | No log | 2.0 | 54 | 0.9787 | 0.1545 | 0.9787 | 0.9893 |
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- | No log | 2.0741 | 56 | 0.8788 | 0.2314 | 0.8788 | 0.9375 |
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- | No log | 2.1481 | 58 | 0.8456 | 0.2865 | 0.8456 | 0.9196 |
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- | No log | 2.2222 | 60 | 0.8515 | 0.2572 | 0.8515 | 0.9228 |
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- | No log | 2.2963 | 62 | 1.1005 | 0.1076 | 1.1005 | 1.0491 |
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- | No log | 2.3704 | 64 | 1.3831 | 0.0445 | 1.3831 | 1.1761 |
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- | No log | 2.4444 | 66 | 1.3813 | 0.0319 | 1.3813 | 1.1753 |
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- | No log | 2.5185 | 68 | 1.2259 | 0.0888 | 1.2259 | 1.1072 |
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- | No log | 2.5926 | 70 | 0.9592 | 0.2771 | 0.9592 | 0.9794 |
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- | No log | 2.6667 | 72 | 0.8938 | 0.3528 | 0.8938 | 0.9454 |
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- | No log | 2.7407 | 74 | 0.9199 | 0.2441 | 0.9199 | 0.9591 |
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- | No log | 2.8148 | 76 | 1.0335 | 0.1203 | 1.0335 | 1.0166 |
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- | No log | 2.8889 | 78 | 1.1079 | 0.0762 | 1.1079 | 1.0526 |
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- | No log | 2.9630 | 80 | 1.1789 | -0.0251 | 1.1789 | 1.0858 |
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- | No log | 3.0370 | 82 | 1.2041 | -0.0251 | 1.2041 | 1.0973 |
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- | No log | 3.1111 | 84 | 1.1286 | 0.0319 | 1.1286 | 1.0623 |
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- | No log | 3.1852 | 86 | 0.9486 | 0.1516 | 0.9486 | 0.9739 |
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- | No log | 3.2593 | 88 | 0.8336 | 0.3326 | 0.8336 | 0.9130 |
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- | No log | 3.3333 | 90 | 0.8336 | 0.2746 | 0.8336 | 0.9130 |
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- | No log | 3.4074 | 92 | 0.9671 | 0.1516 | 0.9671 | 0.9834 |
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- | No log | 3.4815 | 94 | 1.2083 | 0.0193 | 1.2083 | 1.0992 |
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- | No log | 3.5556 | 96 | 1.3479 | 0.0691 | 1.3479 | 1.1610 |
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- | No log | 3.6296 | 98 | 1.3716 | 0.2926 | 1.3716 | 1.1711 |
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- | No log | 3.7037 | 100 | 1.1264 | 0.2984 | 1.1264 | 1.0613 |
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- | No log | 3.7778 | 102 | 1.1119 | 0.3504 | 1.1119 | 1.0545 |
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- | No log | 3.8519 | 104 | 1.3268 | 0.3308 | 1.3268 | 1.1519 |
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- | No log | 3.9259 | 106 | 1.4472 | 0.3038 | 1.4472 | 1.2030 |
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- | No log | 4.0 | 108 | 1.2882 | 0.3336 | 1.2882 | 1.1350 |
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- | No log | 4.0741 | 110 | 1.0979 | 0.3663 | 1.0979 | 1.0478 |
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- | No log | 4.1481 | 112 | 1.1984 | 0.3897 | 1.1984 | 1.0947 |
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- | No log | 4.2222 | 114 | 1.5431 | 0.3134 | 1.5431 | 1.2422 |
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- | No log | 4.2963 | 116 | 1.7864 | 0.1709 | 1.7864 | 1.3366 |
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- | No log | 4.3704 | 118 | 1.6330 | 0.2103 | 1.6330 | 1.2779 |
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- | No log | 4.4444 | 120 | 1.3616 | 0.3194 | 1.3616 | 1.1669 |
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- | No log | 4.5185 | 122 | 1.0542 | 0.3913 | 1.0542 | 1.0267 |
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- | No log | 4.5926 | 124 | 0.9547 | 0.4226 | 0.9547 | 0.9771 |
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- | No log | 4.6667 | 126 | 1.1346 | 0.3595 | 1.1346 | 1.0652 |
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- | No log | 4.7407 | 128 | 1.5151 | 0.2677 | 1.5151 | 1.2309 |
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- | No log | 4.8148 | 130 | 1.6484 | 0.1960 | 1.6484 | 1.2839 |
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- | No log | 4.8889 | 132 | 1.5573 | 0.2786 | 1.5573 | 1.2479 |
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- | No log | 4.9630 | 134 | 1.2984 | 0.3624 | 1.2984 | 1.1395 |
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- | No log | 5.0370 | 136 | 1.2095 | 0.3040 | 1.2095 | 1.0998 |
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- | No log | 5.1111 | 138 | 1.2243 | 0.2816 | 1.2243 | 1.1065 |
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- | No log | 5.1852 | 140 | 1.2904 | 0.2015 | 1.2904 | 1.1360 |
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- | No log | 5.2593 | 142 | 1.3687 | 0.2424 | 1.3687 | 1.1699 |
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- | No log | 5.3333 | 144 | 1.3250 | 0.2837 | 1.3250 | 1.1511 |
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- | No log | 5.4074 | 146 | 1.1208 | 0.3091 | 1.1208 | 1.0587 |
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- | No log | 5.4815 | 148 | 0.9726 | 0.2772 | 0.9726 | 0.9862 |
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- | No log | 5.5556 | 150 | 1.0188 | 0.2794 | 1.0188 | 1.0093 |
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- | No log | 5.6296 | 152 | 1.2527 | 0.2647 | 1.2527 | 1.1192 |
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- | No log | 5.7037 | 154 | 1.5677 | 0.2611 | 1.5677 | 1.2521 |
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- | No log | 5.7778 | 156 | 1.6638 | 0.1807 | 1.6638 | 1.2899 |
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- | No log | 5.8519 | 158 | 1.6221 | 0.2317 | 1.6221 | 1.2736 |
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- | No log | 5.9259 | 160 | 1.5038 | 0.2653 | 1.5038 | 1.2263 |
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- | No log | 6.0 | 162 | 1.2809 | 0.2915 | 1.2809 | 1.1318 |
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- | No log | 6.0741 | 164 | 1.1960 | 0.3261 | 1.1960 | 1.0936 |
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- | No log | 6.1481 | 166 | 1.2760 | 0.3392 | 1.2760 | 1.1296 |
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- | No log | 6.2222 | 168 | 1.3454 | 0.2793 | 1.3454 | 1.1599 |
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- | No log | 6.2963 | 170 | 1.2233 | 0.2793 | 1.2233 | 1.1060 |
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- | No log | 6.3704 | 172 | 1.0271 | 0.2592 | 1.0271 | 1.0135 |
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- | No log | 6.4444 | 174 | 0.9363 | 0.2979 | 0.9363 | 0.9676 |
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- | No log | 6.5185 | 176 | 0.9739 | 0.3263 | 0.9739 | 0.9869 |
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- | No log | 6.5926 | 178 | 1.1432 | 0.2987 | 1.1432 | 1.0692 |
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- | No log | 6.6667 | 180 | 1.2002 | 0.2733 | 1.2002 | 1.0956 |
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- | No log | 6.7407 | 182 | 1.1830 | 0.3511 | 1.1830 | 1.0876 |
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- | No log | 6.8148 | 184 | 1.1926 | 0.2837 | 1.1926 | 1.0921 |
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- | No log | 6.8889 | 186 | 1.1802 | 0.1113 | 1.1802 | 1.0864 |
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- | No log | 6.9630 | 188 | 1.1813 | 0.2730 | 1.1813 | 1.0869 |
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- | No log | 7.0370 | 190 | 1.2551 | 0.3084 | 1.2551 | 1.1203 |
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- | No log | 7.1111 | 192 | 1.1757 | 0.3745 | 1.1757 | 1.0843 |
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- | No log | 7.1852 | 194 | 1.0098 | 0.3500 | 1.0098 | 1.0049 |
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- | No log | 7.2593 | 196 | 1.0653 | 0.4021 | 1.0653 | 1.0321 |
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- | No log | 7.3333 | 198 | 1.2749 | 0.3659 | 1.2749 | 1.1291 |
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- | No log | 7.4074 | 200 | 1.3649 | 0.3066 | 1.3649 | 1.1683 |
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- | No log | 7.4815 | 202 | 1.2593 | 0.2806 | 1.2593 | 1.1222 |
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- | No log | 7.5556 | 204 | 1.0829 | 0.2239 | 1.0829 | 1.0406 |
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- | No log | 7.6296 | 206 | 0.9218 | 0.2750 | 0.9218 | 0.9601 |
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- | No log | 7.7037 | 208 | 0.8997 | 0.2424 | 0.8997 | 0.9485 |
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- | No log | 7.7778 | 210 | 0.9944 | 0.1842 | 0.9944 | 0.9972 |
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- | No log | 7.8519 | 212 | 1.2150 | 0.2239 | 1.2150 | 1.1023 |
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- | No log | 7.9259 | 214 | 1.3574 | 0.2653 | 1.3574 | 1.1651 |
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- | No log | 8.0 | 216 | 1.3909 | 0.2694 | 1.3909 | 1.1794 |
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- | No log | 8.0741 | 218 | 1.2930 | 0.2694 | 1.2930 | 1.1371 |
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- | No log | 8.1481 | 220 | 1.2336 | 0.2568 | 1.2336 | 1.1107 |
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- | No log | 8.2222 | 222 | 1.1562 | 0.3424 | 1.1562 | 1.0753 |
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- | No log | 8.2963 | 224 | 1.0950 | 0.3151 | 1.0950 | 1.0464 |
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- | No log | 8.3704 | 226 | 1.1476 | 0.2126 | 1.1476 | 1.0713 |
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- | No log | 8.4444 | 228 | 1.2411 | 0.2292 | 1.2411 | 1.1140 |
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- | No log | 8.5185 | 230 | 1.3192 | 0.2391 | 1.3192 | 1.1486 |
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- | No log | 8.5926 | 232 | 1.2483 | 0.2239 | 1.2483 | 1.1173 |
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- | No log | 8.6667 | 234 | 1.1911 | 0.1562 | 1.1911 | 1.0914 |
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- | No log | 8.7407 | 236 | 1.1323 | 0.1228 | 1.1323 | 1.0641 |
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- | No log | 8.8148 | 238 | 1.1235 | 0.1562 | 1.1235 | 1.0600 |
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- | No log | 8.8889 | 240 | 1.0722 | 0.1622 | 1.0722 | 1.0355 |
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- | No log | 8.9630 | 242 | 0.9704 | 0.1676 | 0.9704 | 0.9851 |
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- | No log | 9.0370 | 244 | 0.9787 | 0.1893 | 0.9787 | 0.9893 |
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- | No log | 9.1111 | 246 | 1.1167 | 0.3534 | 1.1167 | 1.0568 |
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- | No log | 9.1852 | 248 | 1.3199 | 0.3018 | 1.3199 | 1.1489 |
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- | No log | 9.2593 | 250 | 1.4413 | 0.2869 | 1.4413 | 1.2005 |
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- | No log | 9.3333 | 252 | 1.4059 | 0.2940 | 1.4059 | 1.1857 |
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- | No log | 9.4074 | 254 | 1.2514 | 0.2982 | 1.2514 | 1.1187 |
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- | No log | 9.4815 | 256 | 1.1630 | 0.2982 | 1.1630 | 1.0784 |
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- | No log | 9.5556 | 258 | 1.0786 | 0.2885 | 1.0786 | 1.0385 |
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- | No log | 9.6296 | 260 | 1.1406 | 0.2795 | 1.1406 | 1.0680 |
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- | No log | 9.7037 | 262 | 1.3179 | 0.2982 | 1.3179 | 1.1480 |
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- | No log | 9.7778 | 264 | 1.5455 | 0.2606 | 1.5455 | 1.2432 |
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- | No log | 9.8519 | 266 | 1.6971 | 0.3095 | 1.6971 | 1.3027 |
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- | No log | 9.9259 | 268 | 1.6550 | 0.2606 | 1.6550 | 1.2865 |
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- | No log | 10.0 | 270 | 1.4722 | 0.3086 | 1.4722 | 1.2134 |
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- | No log | 10.0741 | 272 | 1.2881 | 0.2424 | 1.2881 | 1.1349 |
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- | No log | 10.1481 | 274 | 1.1102 | 0.2592 | 1.1102 | 1.0537 |
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- | No log | 10.2222 | 276 | 1.0736 | 0.1622 | 1.0736 | 1.0362 |
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- | No log | 10.2963 | 278 | 1.1447 | 0.2143 | 1.1447 | 1.0699 |
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- | No log | 10.3704 | 280 | 1.2769 | 0.1814 | 1.2769 | 1.1300 |
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- | No log | 10.4444 | 282 | 1.3081 | 0.2126 | 1.3081 | 1.1437 |
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- | No log | 10.5185 | 284 | 1.3029 | 0.1814 | 1.3029 | 1.1415 |
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- | No log | 10.5926 | 286 | 1.3047 | 0.2126 | 1.3047 | 1.1422 |
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- | No log | 10.6667 | 288 | 1.3106 | 0.2126 | 1.3106 | 1.1448 |
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- | No log | 10.7407 | 290 | 1.2514 | 0.2126 | 1.2514 | 1.1187 |
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- | No log | 10.8148 | 292 | 1.2560 | 0.2126 | 1.2560 | 1.1207 |
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- | No log | 10.8889 | 294 | 1.2522 | 0.2126 | 1.2522 | 1.1190 |
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- | No log | 10.9630 | 296 | 1.2768 | 0.2474 | 1.2768 | 1.1300 |
200
- | No log | 11.0370 | 298 | 1.2672 | 0.2474 | 1.2672 | 1.1257 |
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- | No log | 11.1111 | 300 | 1.1908 | 0.3433 | 1.1908 | 1.0912 |
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- | No log | 11.1852 | 302 | 1.1228 | 0.3560 | 1.1228 | 1.0596 |
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- | No log | 11.2593 | 304 | 1.1474 | 0.3584 | 1.1474 | 1.0712 |
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- | No log | 11.3333 | 306 | 1.2681 | 0.3140 | 1.2681 | 1.1261 |
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- | No log | 11.4074 | 308 | 1.3481 | 0.2611 | 1.3481 | 1.1611 |
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- | No log | 11.4815 | 310 | 1.3129 | 0.1814 | 1.3129 | 1.1458 |
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- | No log | 11.5556 | 312 | 1.1880 | 0.1892 | 1.1880 | 1.0899 |
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- | No log | 11.6296 | 314 | 1.0923 | 0.1722 | 1.0923 | 1.0451 |
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- | No log | 11.7037 | 316 | 1.0861 | 0.1722 | 1.0861 | 1.0422 |
210
- | No log | 11.7778 | 318 | 1.1542 | 0.0833 | 1.1542 | 1.0743 |
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- | No log | 11.8519 | 320 | 1.2270 | 0.0401 | 1.2270 | 1.1077 |
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- | No log | 11.9259 | 322 | 1.3462 | 0.1052 | 1.3462 | 1.1602 |
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- | No log | 12.0 | 324 | 1.4716 | 0.1407 | 1.4716 | 1.2131 |
214
- | No log | 12.0741 | 326 | 1.4999 | 0.1814 | 1.4999 | 1.2247 |
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- | No log | 12.1481 | 328 | 1.4190 | 0.2424 | 1.4190 | 1.1912 |
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- | No log | 12.2222 | 330 | 1.3249 | 0.2795 | 1.3249 | 1.1511 |
217
- | No log | 12.2963 | 332 | 1.3362 | 0.3231 | 1.3362 | 1.1560 |
218
- | No log | 12.3704 | 334 | 1.4086 | 0.3243 | 1.4086 | 1.1868 |
219
- | No log | 12.4444 | 336 | 1.4529 | 0.3273 | 1.4529 | 1.2053 |
220
- | No log | 12.5185 | 338 | 1.4530 | 0.2752 | 1.4530 | 1.2054 |
221
- | No log | 12.5926 | 340 | 1.3811 | 0.2065 | 1.3811 | 1.1752 |
222
- | No log | 12.6667 | 342 | 1.3094 | 0.0781 | 1.3094 | 1.1443 |
223
- | No log | 12.7407 | 344 | 1.2619 | 0.0401 | 1.2619 | 1.1234 |
224
- | No log | 12.8148 | 346 | 1.2824 | 0.0781 | 1.2824 | 1.1324 |
225
- | No log | 12.8889 | 348 | 1.3667 | 0.1814 | 1.3667 | 1.1691 |
226
- | No log | 12.9630 | 350 | 1.3465 | 0.2126 | 1.3465 | 1.1604 |
227
- | No log | 13.0370 | 352 | 1.3067 | 0.2773 | 1.3067 | 1.1431 |
228
- | No log | 13.1111 | 354 | 1.2788 | 0.2773 | 1.2788 | 1.1308 |
229
- | No log | 13.1852 | 356 | 1.3209 | 0.2773 | 1.3209 | 1.1493 |
230
- | No log | 13.2593 | 358 | 1.4195 | 0.2315 | 1.4195 | 1.1914 |
231
- | No log | 13.3333 | 360 | 1.4091 | 0.2424 | 1.4091 | 1.1870 |
232
- | No log | 13.4074 | 362 | 1.3618 | 0.2424 | 1.3618 | 1.1670 |
233
- | No log | 13.4815 | 364 | 1.3748 | 0.2424 | 1.3748 | 1.1725 |
234
- | No log | 13.5556 | 366 | 1.4144 | 0.2474 | 1.4144 | 1.1893 |
235
- | No log | 13.6296 | 368 | 1.3280 | 0.1486 | 1.3280 | 1.1524 |
236
- | No log | 13.7037 | 370 | 1.2866 | 0.0 | 1.2866 | 1.1343 |
237
- | No log | 13.7778 | 372 | 1.2502 | 0.0401 | 1.2502 | 1.1181 |
238
- | No log | 13.8519 | 374 | 1.2632 | 0.2065 | 1.2632 | 1.1239 |
239
- | No log | 13.9259 | 376 | 1.3061 | 0.2126 | 1.3061 | 1.1428 |
240
- | No log | 14.0 | 378 | 1.3260 | 0.2126 | 1.3260 | 1.1515 |
241
- | No log | 14.0741 | 380 | 1.3243 | 0.2424 | 1.3243 | 1.1508 |
242
- | No log | 14.1481 | 382 | 1.3100 | 0.2752 | 1.3100 | 1.1445 |
243
- | No log | 14.2222 | 384 | 1.3875 | 0.2906 | 1.3875 | 1.1779 |
244
- | No log | 14.2963 | 386 | 1.3394 | 0.2906 | 1.3394 | 1.1573 |
245
- | No log | 14.3704 | 388 | 1.3843 | 0.2906 | 1.3843 | 1.1766 |
246
- | No log | 14.4444 | 390 | 1.4299 | 0.2906 | 1.4299 | 1.1958 |
247
- | No log | 14.5185 | 392 | 1.4014 | 0.3052 | 1.4014 | 1.1838 |
248
- | No log | 14.5926 | 394 | 1.3064 | 0.2982 | 1.3064 | 1.1430 |
249
- | No log | 14.6667 | 396 | 1.1323 | 0.1228 | 1.1323 | 1.0641 |
250
- | No log | 14.7407 | 398 | 1.0794 | 0.2308 | 1.0794 | 1.0390 |
251
- | No log | 14.8148 | 400 | 1.1363 | 0.1228 | 1.1363 | 1.0660 |
252
- | No log | 14.8889 | 402 | 1.2886 | 0.2424 | 1.2886 | 1.1352 |
253
- | No log | 14.9630 | 404 | 1.3256 | 0.2424 | 1.3256 | 1.1514 |
254
- | No log | 15.0370 | 406 | 1.3215 | 0.2126 | 1.3215 | 1.1496 |
255
- | No log | 15.1111 | 408 | 1.2306 | 0.1814 | 1.2306 | 1.1093 |
256
- | No log | 15.1852 | 410 | 1.1266 | 0.2592 | 1.1266 | 1.0614 |
257
- | No log | 15.2593 | 412 | 1.0809 | 0.2592 | 1.0809 | 1.0396 |
258
- | No log | 15.3333 | 414 | 1.1577 | 0.2424 | 1.1577 | 1.0760 |
259
- | No log | 15.4074 | 416 | 1.2682 | 0.3052 | 1.2682 | 1.1262 |
260
- | No log | 15.4815 | 418 | 1.3676 | 0.3117 | 1.3676 | 1.1695 |
261
- | No log | 15.5556 | 420 | 1.4035 | 0.2940 | 1.4035 | 1.1847 |
262
- | No log | 15.6296 | 422 | 1.3200 | 0.3202 | 1.3200 | 1.1489 |
263
- | No log | 15.7037 | 424 | 1.3229 | 0.2869 | 1.3229 | 1.1502 |
264
- | No log | 15.7778 | 426 | 1.3839 | 0.2869 | 1.3839 | 1.1764 |
265
- | No log | 15.8519 | 428 | 1.3963 | 0.3117 | 1.3963 | 1.1817 |
266
- | No log | 15.9259 | 430 | 1.3704 | 0.3117 | 1.3704 | 1.1707 |
267
- | No log | 16.0 | 432 | 1.4083 | 0.3148 | 1.4083 | 1.1867 |
268
- | No log | 16.0741 | 434 | 1.4627 | 0.3036 | 1.4627 | 1.2094 |
269
- | No log | 16.1481 | 436 | 1.4275 | 0.3381 | 1.4275 | 1.1948 |
270
- | No log | 16.2222 | 438 | 1.3200 | 0.3202 | 1.3200 | 1.1489 |
271
- | No log | 16.2963 | 440 | 1.1901 | 0.3091 | 1.1901 | 1.0909 |
272
- | No log | 16.3704 | 442 | 1.0804 | 0.1911 | 1.0804 | 1.0394 |
273
- | No log | 16.4444 | 444 | 1.1128 | 0.2477 | 1.1128 | 1.0549 |
274
- | No log | 16.5185 | 446 | 1.2228 | 0.3199 | 1.2228 | 1.1058 |
275
- | No log | 16.5926 | 448 | 1.3459 | 0.3117 | 1.3459 | 1.1601 |
276
- | No log | 16.6667 | 450 | 1.2872 | 0.3117 | 1.2872 | 1.1346 |
277
- | No log | 16.7407 | 452 | 1.1651 | 0.3243 | 1.1651 | 1.0794 |
278
- | No log | 16.8148 | 454 | 1.1281 | 0.3336 | 1.1281 | 1.0621 |
279
- | No log | 16.8889 | 456 | 1.0461 | 0.2260 | 1.0461 | 1.0228 |
280
- | No log | 16.9630 | 458 | 0.9650 | 0.2167 | 0.9650 | 0.9824 |
281
- | No log | 17.0370 | 460 | 0.8977 | 0.2750 | 0.8977 | 0.9475 |
282
- | No log | 17.1111 | 462 | 0.9643 | 0.2564 | 0.9643 | 0.9820 |
283
- | No log | 17.1852 | 464 | 1.1049 | 0.2885 | 1.1049 | 1.0511 |
284
- | No log | 17.2593 | 466 | 1.2719 | 0.3072 | 1.2719 | 1.1278 |
285
- | No log | 17.3333 | 468 | 1.4301 | 0.3086 | 1.4301 | 1.1959 |
286
- | No log | 17.4074 | 470 | 1.4834 | 0.2653 | 1.4834 | 1.2180 |
287
- | No log | 17.4815 | 472 | 1.4363 | 0.2126 | 1.4363 | 1.1985 |
288
- | No log | 17.5556 | 474 | 1.3238 | 0.1052 | 1.3238 | 1.1506 |
289
- | No log | 17.6296 | 476 | 1.2777 | 0.0401 | 1.2777 | 1.1304 |
290
- | No log | 17.7037 | 478 | 1.2549 | 0.1407 | 1.2549 | 1.1202 |
291
- | No log | 17.7778 | 480 | 1.2155 | 0.2395 | 1.2155 | 1.1025 |
292
- | No log | 17.8519 | 482 | 1.2124 | 0.2424 | 1.2124 | 1.1011 |
293
- | No log | 17.9259 | 484 | 1.2670 | 0.3018 | 1.2670 | 1.1256 |
294
- | No log | 18.0 | 486 | 1.2865 | 0.3018 | 1.2865 | 1.1342 |
295
- | No log | 18.0741 | 488 | 1.2415 | 0.2709 | 1.2415 | 1.1142 |
296
- | No log | 18.1481 | 490 | 1.1631 | 0.1562 | 1.1631 | 1.0785 |
297
- | No log | 18.2222 | 492 | 1.0646 | 0.1654 | 1.0646 | 1.0318 |
298
- | No log | 18.2963 | 494 | 1.0318 | 0.1230 | 1.0318 | 1.0158 |
299
- | No log | 18.3704 | 496 | 1.0274 | 0.1230 | 1.0274 | 1.0136 |
300
- | No log | 18.4444 | 498 | 1.0933 | 0.1628 | 1.0933 | 1.0456 |
301
- | 0.3061 | 18.5185 | 500 | 1.1751 | 0.1228 | 1.1751 | 1.0840 |
302
- | 0.3061 | 18.5926 | 502 | 1.2244 | 0.2424 | 1.2244 | 1.1065 |
303
- | 0.3061 | 18.6667 | 504 | 1.2144 | 0.2424 | 1.2144 | 1.1020 |
304
- | 0.3061 | 18.7407 | 506 | 1.1201 | 0.2506 | 1.1201 | 1.0583 |
305
- | 0.3061 | 18.8148 | 508 | 1.1074 | 0.3326 | 1.1074 | 1.0523 |
306
- | 0.3061 | 18.8889 | 510 | 1.1731 | 0.3584 | 1.1731 | 1.0831 |
307
- | 0.3061 | 18.9630 | 512 | 1.3121 | 0.3172 | 1.3121 | 1.1455 |
308
- | 0.3061 | 19.0370 | 514 | 1.3841 | 0.3273 | 1.3841 | 1.1765 |
309
- | 0.3061 | 19.1111 | 516 | 1.3696 | 0.3018 | 1.3696 | 1.1703 |
310
- | 0.3061 | 19.1852 | 518 | 1.2720 | 0.2424 | 1.2720 | 1.1278 |
311
- | 0.3061 | 19.2593 | 520 | 1.1848 | 0.2203 | 1.1848 | 1.0885 |
312
- | 0.3061 | 19.3333 | 522 | 1.0639 | 0.1170 | 1.0639 | 1.0314 |
313
- | 0.3061 | 19.4074 | 524 | 0.9974 | 0.1500 | 0.9974 | 0.9987 |
314
- | 0.3061 | 19.4815 | 526 | 0.9294 | 0.2066 | 0.9294 | 0.9640 |
315
- | 0.3061 | 19.5556 | 528 | 0.9078 | 0.3041 | 0.9078 | 0.9528 |
316
- | 0.3061 | 19.6296 | 530 | 1.0075 | 0.1986 | 1.0075 | 1.0037 |
317
- | 0.3061 | 19.7037 | 532 | 1.1478 | 0.1700 | 1.1478 | 1.0714 |
318
- | 0.3061 | 19.7778 | 534 | 1.2823 | 0.2709 | 1.2823 | 1.1324 |
319
- | 0.3061 | 19.8519 | 536 | 1.4290 | 0.3117 | 1.4290 | 1.1954 |
320
- | 0.3061 | 19.9259 | 538 | 1.4398 | 0.2869 | 1.4398 | 1.1999 |
321
- | 0.3061 | 20.0 | 540 | 1.3383 | 0.2126 | 1.3383 | 1.1568 |
322
- | 0.3061 | 20.0741 | 542 | 1.2515 | 0.1744 | 1.2515 | 1.1187 |
323
- | 0.3061 | 20.1481 | 544 | 1.1874 | 0.0781 | 1.1874 | 1.0897 |
324
- | 0.3061 | 20.2222 | 546 | 1.1893 | 0.0401 | 1.1893 | 1.0905 |
325
- | 0.3061 | 20.2963 | 548 | 1.2270 | 0.0401 | 1.2270 | 1.1077 |
326
- | 0.3061 | 20.3704 | 550 | 1.2607 | 0.0781 | 1.2607 | 1.1228 |
327
- | 0.3061 | 20.4444 | 552 | 1.2646 | 0.1142 | 1.2646 | 1.1246 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
328
 
329
 
330
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k12_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k12_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: 1.3387
19
+ - Qwk: 0.0401
20
+ - Mse: 1.3387
21
+ - Rmse: 1.1570
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0690 | 2 | 4.2448 | -0.0160 | 4.2448 | 2.0603 |
53
+ | No log | 0.1379 | 4 | 2.3481 | 0.0014 | 2.3481 | 1.5324 |
54
+ | No log | 0.2069 | 6 | 1.8020 | 0.0318 | 1.8020 | 1.3424 |
55
+ | No log | 0.2759 | 8 | 1.8176 | 0.0429 | 1.8176 | 1.3482 |
56
+ | No log | 0.3448 | 10 | 1.5671 | 0.0408 | 1.5671 | 1.2518 |
57
+ | No log | 0.4138 | 12 | 1.3137 | 0.0 | 1.3137 | 1.1462 |
58
+ | No log | 0.4828 | 14 | 1.4668 | 0.0 | 1.4668 | 1.2111 |
59
+ | No log | 0.5517 | 16 | 1.4522 | 0.0 | 1.4522 | 1.2051 |
60
+ | No log | 0.6207 | 18 | 1.3676 | 0.0 | 1.3676 | 1.1695 |
61
+ | No log | 0.6897 | 20 | 1.1815 | 0.0880 | 1.1815 | 1.0870 |
62
+ | No log | 0.7586 | 22 | 1.0890 | 0.1476 | 1.0890 | 1.0436 |
63
+ | No log | 0.8276 | 24 | 1.1083 | 0.2008 | 1.1083 | 1.0528 |
64
+ | No log | 0.8966 | 26 | 1.1708 | 0.1864 | 1.1708 | 1.0820 |
65
+ | No log | 0.9655 | 28 | 1.3058 | 0.0219 | 1.3058 | 1.1427 |
66
+ | No log | 1.0345 | 30 | 1.3333 | -0.0270 | 1.3333 | 1.1547 |
67
+ | No log | 1.1034 | 32 | 1.1897 | 0.1971 | 1.1897 | 1.0907 |
68
+ | No log | 1.1724 | 34 | 1.2141 | 0.0850 | 1.2141 | 1.1018 |
69
+ | No log | 1.2414 | 36 | 1.1793 | 0.1211 | 1.1793 | 1.0860 |
70
+ | No log | 1.3103 | 38 | 1.0413 | 0.2667 | 1.0413 | 1.0204 |
71
+ | No log | 1.3793 | 40 | 1.0547 | 0.1167 | 1.0547 | 1.0270 |
72
+ | No log | 1.4483 | 42 | 1.0034 | 0.1935 | 1.0034 | 1.0017 |
73
+ | No log | 1.5172 | 44 | 0.9769 | 0.3266 | 0.9769 | 0.9884 |
74
+ | No log | 1.5862 | 46 | 0.9579 | 0.2692 | 0.9579 | 0.9787 |
75
+ | No log | 1.6552 | 48 | 0.9685 | 0.1810 | 0.9685 | 0.9841 |
76
+ | No log | 1.7241 | 50 | 1.0671 | 0.1379 | 1.0671 | 1.0330 |
77
+ | No log | 1.7931 | 52 | 1.0443 | 0.2346 | 1.0443 | 1.0219 |
78
+ | No log | 1.8621 | 54 | 0.9754 | 0.3314 | 0.9754 | 0.9876 |
79
+ | No log | 1.9310 | 56 | 1.0597 | 0.3027 | 1.0597 | 1.0294 |
80
+ | No log | 2.0 | 58 | 1.3597 | 0.1316 | 1.3597 | 1.1661 |
81
+ | No log | 2.0690 | 60 | 1.4749 | 0.1027 | 1.4749 | 1.2145 |
82
+ | No log | 2.1379 | 62 | 1.3401 | 0.1856 | 1.3401 | 1.1576 |
83
+ | No log | 2.2069 | 64 | 1.4126 | 0.2058 | 1.4126 | 1.1885 |
84
+ | No log | 2.2759 | 66 | 1.3062 | 0.2689 | 1.3062 | 1.1429 |
85
+ | No log | 2.3448 | 68 | 1.2832 | 0.2431 | 1.2832 | 1.1328 |
86
+ | No log | 2.4138 | 70 | 1.3847 | 0.2334 | 1.3847 | 1.1767 |
87
+ | No log | 2.4828 | 72 | 1.3524 | 0.1522 | 1.3524 | 1.1629 |
88
+ | No log | 2.5517 | 74 | 1.1907 | 0.2100 | 1.1907 | 1.0912 |
89
+ | No log | 2.6207 | 76 | 1.1414 | 0.2081 | 1.1414 | 1.0684 |
90
+ | No log | 2.6897 | 78 | 1.1471 | 0.1775 | 1.1471 | 1.0710 |
91
+ | No log | 2.7586 | 80 | 1.2627 | 0.1654 | 1.2627 | 1.1237 |
92
+ | No log | 2.8276 | 82 | 1.2888 | 0.1370 | 1.2888 | 1.1353 |
93
+ | No log | 2.8966 | 84 | 1.2368 | 0.1750 | 1.2368 | 1.1121 |
94
+ | No log | 2.9655 | 86 | 1.1190 | 0.1919 | 1.1190 | 1.0578 |
95
+ | No log | 3.0345 | 88 | 1.0757 | 0.2605 | 1.0757 | 1.0372 |
96
+ | No log | 3.1034 | 90 | 1.1400 | 0.2494 | 1.1400 | 1.0677 |
97
+ | No log | 3.1724 | 92 | 1.3333 | 0.1989 | 1.3333 | 1.1547 |
98
+ | No log | 3.2414 | 94 | 1.4827 | 0.1063 | 1.4827 | 1.2177 |
99
+ | No log | 3.3103 | 96 | 1.5190 | 0.0874 | 1.5190 | 1.2325 |
100
+ | No log | 3.3793 | 98 | 1.4333 | 0.1272 | 1.4333 | 1.1972 |
101
+ | No log | 3.4483 | 100 | 1.2747 | 0.1750 | 1.2747 | 1.1290 |
102
+ | No log | 3.5172 | 102 | 1.1760 | 0.1893 | 1.1760 | 1.0845 |
103
+ | No log | 3.5862 | 104 | 1.2036 | 0.1461 | 1.2036 | 1.0971 |
104
+ | No log | 3.6552 | 106 | 1.3540 | 0.1943 | 1.3540 | 1.1636 |
105
+ | No log | 3.7241 | 108 | 1.3841 | 0.2187 | 1.3841 | 1.1765 |
106
+ | No log | 3.7931 | 110 | 1.2381 | 0.1858 | 1.2381 | 1.1127 |
107
+ | No log | 3.8621 | 112 | 1.1444 | 0.2251 | 1.1444 | 1.0698 |
108
+ | No log | 3.9310 | 114 | 1.2317 | 0.2049 | 1.2317 | 1.1098 |
109
+ | No log | 4.0 | 116 | 1.3087 | 0.2260 | 1.3087 | 1.1440 |
110
+ | No log | 4.0690 | 118 | 1.2904 | 0.2260 | 1.2904 | 1.1359 |
111
+ | No log | 4.1379 | 120 | 1.2415 | 0.1816 | 1.2415 | 1.1142 |
112
+ | No log | 4.2069 | 122 | 1.2675 | 0.1202 | 1.2675 | 1.1258 |
113
+ | No log | 4.2759 | 124 | 1.2251 | 0.1816 | 1.2251 | 1.1068 |
114
+ | No log | 4.3448 | 126 | 1.0806 | 0.2130 | 1.0806 | 1.0395 |
115
+ | No log | 4.4138 | 128 | 1.0512 | 0.2843 | 1.0512 | 1.0253 |
116
+ | No log | 4.4828 | 130 | 1.1396 | 0.2592 | 1.1396 | 1.0675 |
117
+ | No log | 4.5517 | 132 | 1.1753 | 0.2455 | 1.1753 | 1.0841 |
118
+ | No log | 4.6207 | 134 | 1.1002 | 0.1816 | 1.1002 | 1.0489 |
119
+ | No log | 4.6897 | 136 | 1.0447 | 0.0833 | 1.0447 | 1.0221 |
120
+ | No log | 4.7586 | 138 | 1.1020 | 0.1473 | 1.1020 | 1.0497 |
121
+ | No log | 4.8276 | 140 | 1.3047 | 0.1880 | 1.3047 | 1.1422 |
122
+ | No log | 4.8966 | 142 | 1.5543 | 0.2170 | 1.5543 | 1.2467 |
123
+ | No log | 4.9655 | 144 | 1.5678 | 0.1892 | 1.5678 | 1.2521 |
124
+ | No log | 5.0345 | 146 | 1.4278 | 0.1744 | 1.4278 | 1.1949 |
125
+ | No log | 5.1034 | 148 | 1.3371 | 0.0931 | 1.3371 | 1.1563 |
126
+ | No log | 5.1724 | 150 | 1.3401 | 0.1017 | 1.3401 | 1.1576 |
127
+ | No log | 5.2414 | 152 | 1.4264 | 0.0961 | 1.4264 | 1.1943 |
128
+ | No log | 5.3103 | 154 | 1.5001 | 0.1222 | 1.5001 | 1.2248 |
129
+ | No log | 5.3793 | 156 | 1.6093 | 0.1601 | 1.6093 | 1.2686 |
130
+ | No log | 5.4483 | 158 | 1.5210 | 0.1533 | 1.5210 | 1.2333 |
131
+ | No log | 5.5172 | 160 | 1.4396 | 0.2126 | 1.4396 | 1.1998 |
132
+ | No log | 5.5862 | 162 | 1.4305 | 0.1814 | 1.4305 | 1.1961 |
133
+ | No log | 5.6552 | 164 | 1.3075 | 0.1052 | 1.3075 | 1.1435 |
134
+ | No log | 5.7241 | 166 | 1.1592 | 0.1351 | 1.1592 | 1.0767 |
135
+ | No log | 5.7931 | 168 | 1.0995 | 0.1649 | 1.0995 | 1.0486 |
136
+ | No log | 5.8621 | 170 | 1.1486 | 0.1697 | 1.1486 | 1.0717 |
137
+ | No log | 5.9310 | 172 | 1.2419 | 0.2089 | 1.2419 | 1.1144 |
138
+ | No log | 6.0 | 174 | 1.2888 | 0.2089 | 1.2888 | 1.1352 |
139
+ | No log | 6.0690 | 176 | 1.3868 | 0.1814 | 1.3868 | 1.1776 |
140
+ | No log | 6.1379 | 178 | 1.3446 | 0.1486 | 1.3446 | 1.1596 |
141
+ | No log | 6.2069 | 180 | 1.2397 | 0.1697 | 1.2397 | 1.1134 |
142
+ | No log | 6.2759 | 182 | 1.1833 | 0.1724 | 1.1833 | 1.0878 |
143
+ | No log | 6.3448 | 184 | 1.1666 | 0.1893 | 1.1666 | 1.0801 |
144
+ | No log | 6.4138 | 186 | 1.1973 | 0.1724 | 1.1973 | 1.0942 |
145
+ | No log | 6.4828 | 188 | 1.2567 | 0.1697 | 1.2567 | 1.1210 |
146
+ | No log | 6.5517 | 190 | 1.2894 | 0.2395 | 1.2894 | 1.1355 |
147
+ | No log | 6.6207 | 192 | 1.3128 | 0.2206 | 1.3128 | 1.1458 |
148
+ | No log | 6.6897 | 194 | 1.3826 | 0.2026 | 1.3826 | 1.1758 |
149
+ | No log | 6.7586 | 196 | 1.5130 | 0.1789 | 1.5130 | 1.2300 |
150
+ | No log | 6.8276 | 198 | 1.5483 | 0.1789 | 1.5483 | 1.2443 |
151
+ | No log | 6.8966 | 200 | 1.4865 | 0.1790 | 1.4865 | 1.2192 |
152
+ | No log | 6.9655 | 202 | 1.4396 | 0.2084 | 1.4396 | 1.1998 |
153
+ | No log | 7.0345 | 204 | 1.4580 | 0.1728 | 1.4580 | 1.2075 |
154
+ | No log | 7.1034 | 206 | 1.5008 | 0.2117 | 1.5008 | 1.2251 |
155
+ | No log | 7.1724 | 208 | 1.4926 | 0.2184 | 1.4926 | 1.2217 |
156
+ | No log | 7.2414 | 210 | 1.4208 | 0.2126 | 1.4208 | 1.1920 |
157
+ | No log | 7.3103 | 212 | 1.3345 | 0.1744 | 1.3345 | 1.1552 |
158
+ | No log | 7.3793 | 214 | 1.2346 | 0.1579 | 1.2346 | 1.1111 |
159
+ | No log | 7.4483 | 216 | 1.2237 | 0.1579 | 1.2237 | 1.1062 |
160
+ | No log | 7.5172 | 218 | 1.2816 | 0.1407 | 1.2816 | 1.1321 |
161
+ | No log | 7.5862 | 220 | 1.4286 | 0.2424 | 1.4286 | 1.1952 |
162
+ | No log | 7.6552 | 222 | 1.4986 | 0.2709 | 1.4986 | 1.2242 |
163
+ | No log | 7.7241 | 224 | 1.4430 | 0.2424 | 1.4430 | 1.2012 |
164
+ | No log | 7.7931 | 226 | 1.3565 | 0.1814 | 1.3565 | 1.1647 |
165
+ | No log | 7.8621 | 228 | 1.1968 | 0.2051 | 1.1968 | 1.0940 |
166
+ | No log | 7.9310 | 230 | 1.1291 | 0.2192 | 1.1291 | 1.0626 |
167
+ | No log | 8.0 | 232 | 1.1340 | 0.2192 | 1.1340 | 1.0649 |
168
+ | No log | 8.0690 | 234 | 1.1355 | 0.2192 | 1.1355 | 1.0656 |
169
+ | No log | 8.1379 | 236 | 1.2463 | 0.1952 | 1.2463 | 1.1164 |
170
+ | No log | 8.2069 | 238 | 1.3989 | 0.2292 | 1.3989 | 1.1827 |
171
+ | No log | 8.2759 | 240 | 1.4493 | 0.2522 | 1.4493 | 1.2039 |
172
+ | No log | 8.3448 | 242 | 1.3865 | 0.2424 | 1.3865 | 1.1775 |
173
+ | No log | 8.4138 | 244 | 1.2826 | 0.1952 | 1.2826 | 1.1325 |
174
+ | No log | 8.4828 | 246 | 1.1587 | 0.1820 | 1.1587 | 1.0764 |
175
+ | No log | 8.5517 | 248 | 1.1201 | 0.1397 | 1.1201 | 1.0583 |
176
+ | No log | 8.6207 | 250 | 1.1400 | 0.2273 | 1.1400 | 1.0677 |
177
+ | No log | 8.6897 | 252 | 1.1870 | 0.2192 | 1.1870 | 1.0895 |
178
+ | No log | 8.7586 | 254 | 1.2717 | 0.2506 | 1.2717 | 1.1277 |
179
+ | No log | 8.8276 | 256 | 1.2794 | 0.2506 | 1.2794 | 1.1311 |
180
+ | No log | 8.8966 | 258 | 1.3092 | 0.2506 | 1.3092 | 1.1442 |
181
+ | No log | 8.9655 | 260 | 1.3500 | 0.2203 | 1.3500 | 1.1619 |
182
+ | No log | 9.0345 | 262 | 1.3293 | 0.2203 | 1.3293 | 1.1529 |
183
+ | No log | 9.1034 | 264 | 1.2465 | 0.2105 | 1.2465 | 1.1165 |
184
+ | No log | 9.1724 | 266 | 1.2066 | 0.1986 | 1.2066 | 1.0985 |
185
+ | No log | 9.2414 | 268 | 1.2817 | 0.2773 | 1.2817 | 1.1321 |
186
+ | No log | 9.3103 | 270 | 1.3481 | 0.2417 | 1.3481 | 1.1611 |
187
+ | No log | 9.3793 | 272 | 1.3818 | 0.2417 | 1.3818 | 1.1755 |
188
+ | No log | 9.4483 | 274 | 1.3141 | 0.2315 | 1.3141 | 1.1464 |
189
+ | No log | 9.5172 | 276 | 1.1719 | 0.2308 | 1.1719 | 1.0825 |
190
+ | No log | 9.5862 | 278 | 1.1241 | 0.1986 | 1.1241 | 1.0602 |
191
+ | No log | 9.6552 | 280 | 1.1341 | 0.1986 | 1.1341 | 1.0649 |
192
+ | No log | 9.7241 | 282 | 1.2343 | 0.1961 | 1.2343 | 1.1110 |
193
+ | No log | 9.7931 | 284 | 1.3002 | 0.1961 | 1.3002 | 1.1402 |
194
+ | No log | 9.8621 | 286 | 1.2743 | 0.1961 | 1.2743 | 1.1289 |
195
+ | No log | 9.9310 | 288 | 1.2060 | 0.1488 | 1.2060 | 1.0982 |
196
+ | No log | 10.0 | 290 | 1.2618 | 0.1842 | 1.2618 | 1.1233 |
197
+ | No log | 10.0690 | 292 | 1.2802 | 0.1816 | 1.2802 | 1.1314 |
198
+ | No log | 10.1379 | 294 | 1.2219 | 0.1816 | 1.2219 | 1.1054 |
199
+ | No log | 10.2069 | 296 | 1.1574 | 0.0342 | 1.1574 | 1.0758 |
200
+ | No log | 10.2759 | 298 | 1.1269 | -0.0023 | 1.1269 | 1.0616 |
201
+ | No log | 10.3448 | 300 | 1.1836 | 0.0496 | 1.1836 | 1.0880 |
202
+ | No log | 10.4138 | 302 | 1.2893 | 0.1697 | 1.2893 | 1.1355 |
203
+ | No log | 10.4828 | 304 | 1.3996 | 0.1770 | 1.3996 | 1.1831 |
204
+ | No log | 10.5517 | 306 | 1.5020 | 0.1658 | 1.5020 | 1.2255 |
205
+ | No log | 10.6207 | 308 | 1.5845 | 0.0958 | 1.5845 | 1.2588 |
206
+ | No log | 10.6897 | 310 | 1.5368 | 0.1663 | 1.5368 | 1.2397 |
207
+ | No log | 10.7586 | 312 | 1.4076 | 0.1512 | 1.4076 | 1.1864 |
208
+ | No log | 10.8276 | 314 | 1.2669 | 0.1343 | 1.2669 | 1.1256 |
209
+ | No log | 10.8966 | 316 | 1.2219 | 0.1343 | 1.2219 | 1.1054 |
210
+ | No log | 10.9655 | 318 | 1.2355 | 0.1288 | 1.2355 | 1.1115 |
211
+ | No log | 11.0345 | 320 | 1.3249 | 0.1744 | 1.3249 | 1.1511 |
212
+ | No log | 11.1034 | 322 | 1.4015 | 0.2424 | 1.4015 | 1.1839 |
213
+ | No log | 11.1724 | 324 | 1.4096 | 0.2424 | 1.4096 | 1.1873 |
214
+ | No log | 11.2414 | 326 | 1.3424 | 0.2015 | 1.3424 | 1.1586 |
215
+ | No log | 11.3103 | 328 | 1.2650 | 0.2051 | 1.2650 | 1.1247 |
216
+ | No log | 11.3793 | 330 | 1.2961 | 0.1770 | 1.2961 | 1.1384 |
217
+ | No log | 11.4483 | 332 | 1.3711 | 0.1744 | 1.3711 | 1.1710 |
218
+ | No log | 11.5172 | 334 | 1.4352 | 0.2372 | 1.4352 | 1.1980 |
219
+ | No log | 11.5862 | 336 | 1.4840 | 0.2292 | 1.4840 | 1.2182 |
220
+ | No log | 11.6552 | 338 | 1.4286 | 0.1943 | 1.4286 | 1.1952 |
221
+ | No log | 11.7241 | 340 | 1.3066 | 0.2089 | 1.3066 | 1.1431 |
222
+ | No log | 11.7931 | 342 | 1.2223 | 0.1820 | 1.2223 | 1.1056 |
223
+ | No log | 11.8621 | 344 | 1.2303 | 0.2137 | 1.2303 | 1.1092 |
224
+ | No log | 11.9310 | 346 | 1.3006 | 0.2364 | 1.3006 | 1.1404 |
225
+ | No log | 12.0 | 348 | 1.3783 | 0.2372 | 1.3783 | 1.1740 |
226
+ | No log | 12.0690 | 350 | 1.3675 | 0.2372 | 1.3675 | 1.1694 |
227
+ | No log | 12.1379 | 352 | 1.3141 | 0.2065 | 1.3141 | 1.1463 |
228
+ | No log | 12.2069 | 354 | 1.2512 | 0.2065 | 1.2512 | 1.1186 |
229
+ | No log | 12.2759 | 356 | 1.1672 | 0.2027 | 1.1672 | 1.0804 |
230
+ | No log | 12.3448 | 358 | 1.1108 | 0.1019 | 1.1108 | 1.0539 |
231
+ | No log | 12.4138 | 360 | 1.1117 | 0.0649 | 1.1117 | 1.0544 |
232
+ | No log | 12.4828 | 362 | 1.1630 | 0.0721 | 1.1630 | 1.0784 |
233
+ | No log | 12.5517 | 364 | 1.2771 | 0.2065 | 1.2771 | 1.1301 |
234
+ | No log | 12.6207 | 366 | 1.3733 | 0.2342 | 1.3733 | 1.1719 |
235
+ | No log | 12.6897 | 368 | 1.5070 | 0.2566 | 1.5070 | 1.2276 |
236
+ | No log | 12.7586 | 370 | 1.4913 | 0.2566 | 1.4913 | 1.2212 |
237
+ | No log | 12.8276 | 372 | 1.3755 | 0.2342 | 1.3755 | 1.1728 |
238
+ | No log | 12.8966 | 374 | 1.2578 | 0.2227 | 1.2578 | 1.1215 |
239
+ | No log | 12.9655 | 376 | 1.2237 | 0.2227 | 1.2237 | 1.1062 |
240
+ | No log | 13.0345 | 378 | 1.2810 | 0.2395 | 1.2810 | 1.1318 |
241
+ | No log | 13.1034 | 380 | 1.2946 | 0.2640 | 1.2946 | 1.1378 |
242
+ | No log | 13.1724 | 382 | 1.2340 | 0.1697 | 1.2340 | 1.1108 |
243
+ | No log | 13.2414 | 384 | 1.1857 | 0.1579 | 1.1857 | 1.0889 |
244
+ | No log | 13.3103 | 386 | 1.1683 | 0.1868 | 1.1683 | 1.0809 |
245
+ | No log | 13.3793 | 388 | 1.1678 | 0.0870 | 1.1678 | 1.0806 |
246
+ | No log | 13.4483 | 390 | 1.1324 | 0.0802 | 1.1324 | 1.0641 |
247
+ | No log | 13.5172 | 392 | 1.1606 | 0.0924 | 1.1606 | 1.0773 |
248
+ | No log | 13.5862 | 394 | 1.2524 | 0.1351 | 1.2524 | 1.1191 |
249
+ | No log | 13.6552 | 396 | 1.4016 | 0.2065 | 1.4016 | 1.1839 |
250
+ | No log | 13.7241 | 398 | 1.4960 | 0.2372 | 1.4960 | 1.2231 |
251
+ | No log | 13.7931 | 400 | 1.5929 | 0.2117 | 1.5929 | 1.2621 |
252
+ | No log | 13.8621 | 402 | 1.5467 | 0.2292 | 1.5467 | 1.2437 |
253
+ | No log | 13.9310 | 404 | 1.4580 | 0.2342 | 1.4580 | 1.2075 |
254
+ | No log | 14.0 | 406 | 1.3668 | 0.2367 | 1.3668 | 1.1691 |
255
+ | No log | 14.0690 | 408 | 1.2577 | 0.2089 | 1.2577 | 1.1215 |
256
+ | No log | 14.1379 | 410 | 1.1826 | 0.2027 | 1.1826 | 1.0875 |
257
+ | No log | 14.2069 | 412 | 1.1314 | 0.1316 | 1.1314 | 1.0637 |
258
+ | No log | 14.2759 | 414 | 1.1742 | 0.2089 | 1.1742 | 1.0836 |
259
+ | No log | 14.3448 | 416 | 1.2945 | 0.2292 | 1.2945 | 1.1378 |
260
+ | No log | 14.4138 | 418 | 1.3381 | 0.2342 | 1.3381 | 1.1568 |
261
+ | No log | 14.4828 | 420 | 1.3672 | 0.2342 | 1.3672 | 1.1693 |
262
+ | No log | 14.5517 | 422 | 1.3135 | 0.2372 | 1.3135 | 1.1461 |
263
+ | No log | 14.6207 | 424 | 1.2486 | 0.2260 | 1.2486 | 1.1174 |
264
+ | No log | 14.6897 | 426 | 1.2110 | 0.1628 | 1.2110 | 1.1005 |
265
+ | No log | 14.7586 | 428 | 1.1696 | 0.0781 | 1.1696 | 1.0815 |
266
+ | No log | 14.8276 | 430 | 1.1806 | 0.0781 | 1.1806 | 1.0865 |
267
+ | No log | 14.8966 | 432 | 1.2284 | 0.0781 | 1.2284 | 1.1083 |
268
+ | No log | 14.9655 | 434 | 1.3138 | 0.1744 | 1.3138 | 1.1462 |
269
+ | No log | 15.0345 | 436 | 1.3255 | 0.1814 | 1.3255 | 1.1513 |
270
+ | No log | 15.1034 | 438 | 1.2774 | 0.1750 | 1.2774 | 1.1302 |
271
+ | No log | 15.1724 | 440 | 1.2845 | 0.1887 | 1.2845 | 1.1334 |
272
+ | No log | 15.2414 | 442 | 1.3161 | 0.2062 | 1.3161 | 1.1472 |
273
+ | No log | 15.3103 | 444 | 1.3593 | 0.1700 | 1.3593 | 1.1659 |
274
+ | No log | 15.3793 | 446 | 1.3660 | 0.2184 | 1.3660 | 1.1687 |
275
+ | No log | 15.4483 | 448 | 1.3471 | 0.1880 | 1.3471 | 1.1607 |
276
+ | No log | 15.5172 | 450 | 1.2431 | 0.2051 | 1.2431 | 1.1149 |
277
+ | No log | 15.5862 | 452 | 1.2170 | 0.1343 | 1.2170 | 1.1032 |
278
+ | No log | 15.6552 | 454 | 1.2342 | 0.0811 | 1.2342 | 1.1110 |
279
+ | No log | 15.7241 | 456 | 1.2374 | 0.0401 | 1.2374 | 1.1124 |
280
+ | No log | 15.7931 | 458 | 1.2889 | 0.0401 | 1.2889 | 1.1353 |
281
+ | No log | 15.8621 | 460 | 1.3807 | 0.1407 | 1.3807 | 1.1750 |
282
+ | No log | 15.9310 | 462 | 1.4314 | 0.1814 | 1.4314 | 1.1964 |
283
+ | No log | 16.0 | 464 | 1.3749 | 0.1336 | 1.3749 | 1.1726 |
284
+ | No log | 16.0690 | 466 | 1.2718 | 0.1887 | 1.2718 | 1.1277 |
285
+ | No log | 16.1379 | 468 | 1.2603 | -0.0088 | 1.2603 | 1.1226 |
286
+ | No log | 16.2069 | 470 | 1.3520 | 0.1744 | 1.3520 | 1.1627 |
287
+ | No log | 16.2759 | 472 | 1.4396 | 0.1814 | 1.4396 | 1.1998 |
288
+ | No log | 16.3448 | 474 | 1.4534 | 0.1814 | 1.4534 | 1.2056 |
289
+ | No log | 16.4138 | 476 | 1.4180 | 0.1814 | 1.4180 | 1.1908 |
290
+ | No log | 16.4828 | 478 | 1.3748 | 0.1814 | 1.3748 | 1.1725 |
291
+ | No log | 16.5517 | 480 | 1.3295 | 0.1362 | 1.3295 | 1.1530 |
292
+ | No log | 16.6207 | 482 | 1.2918 | 0.0935 | 1.2918 | 1.1366 |
293
+ | No log | 16.6897 | 484 | 1.3091 | 0.0302 | 1.3091 | 1.1442 |
294
+ | No log | 16.7586 | 486 | 1.3865 | 0.1407 | 1.3865 | 1.1775 |
295
+ | No log | 16.8276 | 488 | 1.4485 | 0.1744 | 1.4485 | 1.2035 |
296
+ | No log | 16.8966 | 490 | 1.4627 | 0.1744 | 1.4627 | 1.2094 |
297
+ | No log | 16.9655 | 492 | 1.4466 | 0.1744 | 1.4466 | 1.2027 |
298
+ | No log | 17.0345 | 494 | 1.4435 | 0.1744 | 1.4435 | 1.2015 |
299
+ | No log | 17.1034 | 496 | 1.4187 | 0.0781 | 1.4187 | 1.1911 |
300
+ | No log | 17.1724 | 498 | 1.3584 | 0.0781 | 1.3584 | 1.1655 |
301
+ | 0.2593 | 17.2414 | 500 | 1.3415 | 0.0401 | 1.3415 | 1.1582 |
302
+ | 0.2593 | 17.3103 | 502 | 1.3580 | 0.0401 | 1.3580 | 1.1653 |
303
+ | 0.2593 | 17.3793 | 504 | 1.3514 | 0.0401 | 1.3514 | 1.1625 |
304
+ | 0.2593 | 17.4483 | 506 | 1.3269 | 0.0401 | 1.3269 | 1.1519 |
305
+ | 0.2593 | 17.5172 | 508 | 1.2209 | 0.0556 | 1.2209 | 1.1050 |
306
+ | 0.2593 | 17.5862 | 510 | 1.1902 | 0.1552 | 1.1902 | 1.0909 |
307
+ | 0.2593 | 17.6552 | 512 | 1.2844 | 0.2315 | 1.2844 | 1.1333 |
308
+ | 0.2593 | 17.7241 | 514 | 1.4031 | 0.2731 | 1.4031 | 1.1845 |
309
+ | 0.2593 | 17.7931 | 516 | 1.4733 | 0.2694 | 1.4733 | 1.2138 |
310
+ | 0.2593 | 17.8621 | 518 | 1.3886 | 0.2568 | 1.3886 | 1.1784 |
311
+ | 0.2593 | 17.9310 | 520 | 1.2492 | 0.2089 | 1.2492 | 1.1177 |
312
+ | 0.2593 | 18.0 | 522 | 1.1635 | 0.1434 | 1.1635 | 1.0786 |
313
+ | 0.2593 | 18.0690 | 524 | 1.0993 | 0.0864 | 1.0993 | 1.0485 |
314
+ | 0.2593 | 18.1379 | 526 | 1.0950 | -0.0057 | 1.0950 | 1.0464 |
315
+ | 0.2593 | 18.2069 | 528 | 1.1214 | 0.0342 | 1.1214 | 1.0589 |
316
+ | 0.2593 | 18.2759 | 530 | 1.1793 | 0.1500 | 1.1793 | 1.0859 |
317
+ | 0.2593 | 18.3448 | 532 | 1.3096 | 0.1770 | 1.3096 | 1.1444 |
318
+ | 0.2593 | 18.4138 | 534 | 1.4448 | 0.2315 | 1.4448 | 1.2020 |
319
+ | 0.2593 | 18.4828 | 536 | 1.5349 | 0.2437 | 1.5349 | 1.2389 |
320
+ | 0.2593 | 18.5517 | 538 | 1.5076 | 0.2417 | 1.5076 | 1.2278 |
321
+ | 0.2593 | 18.6207 | 540 | 1.3894 | 0.2206 | 1.3894 | 1.1787 |
322
+ | 0.2593 | 18.6897 | 542 | 1.2871 | 0.1500 | 1.2871 | 1.1345 |
323
+ | 0.2593 | 18.7586 | 544 | 1.2577 | 0.1500 | 1.2577 | 1.1215 |
324
+ | 0.2593 | 18.8276 | 546 | 1.3176 | 0.1434 | 1.3176 | 1.1479 |
325
+ | 0.2593 | 18.8966 | 548 | 1.4082 | 0.2065 | 1.4082 | 1.1867 |
326
+ | 0.2593 | 18.9655 | 550 | 1.4423 | 0.1407 | 1.4423 | 1.2010 |
327
+ | 0.2593 | 19.0345 | 552 | 1.4602 | 0.1744 | 1.4602 | 1.2084 |
328
+ | 0.2593 | 19.1034 | 554 | 1.4165 | 0.1407 | 1.4165 | 1.1902 |
329
+ | 0.2593 | 19.1724 | 556 | 1.3602 | 0.1052 | 1.3602 | 1.1663 |
330
+ | 0.2593 | 19.2414 | 558 | 1.3472 | 0.1052 | 1.3472 | 1.1607 |
331
+ | 0.2593 | 19.3103 | 560 | 1.3349 | 0.1407 | 1.3349 | 1.1554 |
332
+ | 0.2593 | 19.3793 | 562 | 1.3672 | 0.1814 | 1.3672 | 1.1693 |
333
+ | 0.2593 | 19.4483 | 564 | 1.4049 | 0.2126 | 1.4049 | 1.1853 |
334
+ | 0.2593 | 19.5172 | 566 | 1.4021 | 0.2126 | 1.4021 | 1.1841 |
335
+ | 0.2593 | 19.5862 | 568 | 1.3794 | 0.2126 | 1.3794 | 1.1745 |
336
+ | 0.2593 | 19.6552 | 570 | 1.3338 | 0.1407 | 1.3338 | 1.1549 |
337
+ | 0.2593 | 19.7241 | 572 | 1.2640 | 0.0401 | 1.2640 | 1.1243 |
338
+ | 0.2593 | 19.7931 | 574 | 1.2583 | 0.0401 | 1.2583 | 1.1218 |
339
+ | 0.2593 | 19.8621 | 576 | 1.2935 | 0.0781 | 1.2935 | 1.1373 |
340
+ | 0.2593 | 19.9310 | 578 | 1.3678 | 0.1744 | 1.3678 | 1.1695 |
341
+ | 0.2593 | 20.0 | 580 | 1.4418 | 0.2342 | 1.4418 | 1.2007 |
342
+ | 0.2593 | 20.0690 | 582 | 1.4685 | 0.2611 | 1.4685 | 1.2118 |
343
+ | 0.2593 | 20.1379 | 584 | 1.4786 | 0.2342 | 1.4786 | 1.2160 |
344
+ | 0.2593 | 20.2069 | 586 | 1.4929 | 0.2611 | 1.4929 | 1.2218 |
345
+ | 0.2593 | 20.2759 | 588 | 1.4621 | 0.2611 | 1.4621 | 1.2092 |
346
+ | 0.2593 | 20.3448 | 590 | 1.3956 | 0.2184 | 1.3956 | 1.1814 |
347
+ | 0.2593 | 20.4138 | 592 | 1.3248 | 0.1407 | 1.3248 | 1.1510 |
348
+ | 0.2593 | 20.4828 | 594 | 1.2924 | 0.0401 | 1.2924 | 1.1368 |
349
+ | 0.2593 | 20.5517 | 596 | 1.2710 | 0.0401 | 1.2710 | 1.1274 |
350
+ | 0.2593 | 20.6207 | 598 | 1.2930 | 0.0401 | 1.2930 | 1.1371 |
351
+ | 0.2593 | 20.6897 | 600 | 1.3441 | 0.0401 | 1.3441 | 1.1594 |
352
+ | 0.2593 | 20.7586 | 602 | 1.4225 | 0.1407 | 1.4225 | 1.1927 |
353
+ | 0.2593 | 20.8276 | 604 | 1.4425 | 0.1407 | 1.4425 | 1.2010 |
354
+ | 0.2593 | 20.8966 | 606 | 1.4343 | 0.1407 | 1.4343 | 1.1976 |
355
+ | 0.2593 | 20.9655 | 608 | 1.4098 | 0.1407 | 1.4098 | 1.1873 |
356
+ | 0.2593 | 21.0345 | 610 | 1.4054 | 0.1407 | 1.4054 | 1.1855 |
357
+ | 0.2593 | 21.1034 | 612 | 1.3838 | 0.0401 | 1.3838 | 1.1764 |
358
+ | 0.2593 | 21.1724 | 614 | 1.3745 | 0.0401 | 1.3745 | 1.1724 |
359
+ | 0.2593 | 21.2414 | 616 | 1.3478 | 0.0401 | 1.3478 | 1.1609 |
360
+ | 0.2593 | 21.3103 | 618 | 1.3392 | 0.0401 | 1.3392 | 1.1572 |
361
+ | 0.2593 | 21.3793 | 620 | 1.3387 | 0.0401 | 1.3387 | 1.1570 |
362
 
363
 
364
  ### Framework versions