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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_task2_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_k20_task2_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_k20_task2_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: 0.9770
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- - Qwk: 0.1645
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- - Mse: 0.9770
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- - Rmse: 0.9884
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  ## Model description
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@@ -49,515 +49,156 @@ 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 | 0.0345 | 2 | 4.5417 | 0.0010 | 4.5417 | 2.1311 |
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- | No log | 0.0690 | 4 | 2.6160 | 0.0179 | 2.6160 | 1.6174 |
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- | No log | 0.1034 | 6 | 2.1931 | -0.0494 | 2.1931 | 1.4809 |
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- | No log | 0.1379 | 8 | 1.7211 | 0.0372 | 1.7211 | 1.3119 |
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- | No log | 0.1724 | 10 | 1.3538 | -0.0211 | 1.3538 | 1.1635 |
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- | No log | 0.2069 | 12 | 1.3272 | -0.0412 | 1.3272 | 1.1521 |
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- | No log | 0.2414 | 14 | 1.8117 | 0.0585 | 1.8117 | 1.3460 |
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- | No log | 0.2759 | 16 | 1.8300 | 0.0227 | 1.8300 | 1.3528 |
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- | No log | 0.3103 | 18 | 1.5659 | -0.0149 | 1.5659 | 1.2514 |
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- | No log | 0.3448 | 20 | 1.4617 | -0.0149 | 1.4617 | 1.2090 |
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- | No log | 0.3793 | 22 | 1.4038 | -0.0149 | 1.4038 | 1.1848 |
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- | No log | 0.4138 | 24 | 1.4033 | -0.0149 | 1.4033 | 1.1846 |
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- | No log | 0.4483 | 26 | 1.2901 | 0.0385 | 1.2901 | 1.1358 |
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- | No log | 0.4828 | 28 | 1.3029 | 0.0124 | 1.3029 | 1.1415 |
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- | No log | 0.5172 | 30 | 1.4487 | 0.0 | 1.4487 | 1.2036 |
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- | No log | 0.5517 | 32 | 1.3502 | 0.0317 | 1.3502 | 1.1620 |
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- | No log | 0.5862 | 34 | 1.2949 | 0.0488 | 1.2949 | 1.1379 |
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- | No log | 0.6207 | 36 | 1.1843 | 0.2010 | 1.1843 | 1.0882 |
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- | No log | 0.6552 | 38 | 1.1161 | 0.2781 | 1.1161 | 1.0564 |
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- | No log | 0.6897 | 40 | 1.1100 | 0.3207 | 1.1100 | 1.0536 |
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- | No log | 0.7241 | 42 | 1.1381 | 0.3347 | 1.1381 | 1.0668 |
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- | No log | 0.7586 | 44 | 1.3962 | 0.0488 | 1.3962 | 1.1816 |
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- | No log | 0.7931 | 46 | 1.5198 | 0.0 | 1.5198 | 1.2328 |
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- | No log | 0.8276 | 48 | 1.5637 | 0.0 | 1.5637 | 1.2505 |
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- | No log | 0.8621 | 50 | 1.5144 | 0.0488 | 1.5144 | 1.2306 |
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- | No log | 0.8966 | 52 | 1.3814 | 0.1076 | 1.3814 | 1.1753 |
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- | No log | 0.9310 | 54 | 1.2177 | 0.0922 | 1.2177 | 1.1035 |
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- | No log | 0.9655 | 56 | 1.2870 | 0.1438 | 1.2870 | 1.1345 |
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- | No log | 1.0 | 58 | 1.4178 | 0.1165 | 1.4178 | 1.1907 |
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- | No log | 1.0345 | 60 | 1.5299 | 0.1659 | 1.5299 | 1.2369 |
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- | No log | 1.0690 | 62 | 1.3589 | 0.1255 | 1.3589 | 1.1657 |
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- | No log | 1.1034 | 64 | 1.1595 | 0.1505 | 1.1595 | 1.0768 |
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- | No log | 1.1379 | 66 | 1.1283 | 0.3434 | 1.1283 | 1.0622 |
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- | No log | 1.1724 | 68 | 1.1828 | 0.2236 | 1.1828 | 1.0875 |
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- | No log | 1.2069 | 70 | 1.1010 | 0.2878 | 1.1010 | 1.0493 |
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- | No log | 1.2414 | 72 | 1.0466 | 0.2678 | 1.0466 | 1.0230 |
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- | No log | 1.2759 | 74 | 1.0630 | 0.2785 | 1.0630 | 1.0310 |
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- | No log | 1.3103 | 76 | 1.0026 | 0.3708 | 1.0026 | 1.0013 |
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- | No log | 1.3448 | 78 | 0.9522 | 0.3196 | 0.9522 | 0.9758 |
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- | No log | 1.3793 | 80 | 1.0734 | 0.3274 | 1.0734 | 1.0360 |
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- | No log | 1.4138 | 82 | 1.0636 | 0.3438 | 1.0636 | 1.0313 |
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- | No log | 1.4483 | 84 | 0.9392 | 0.3841 | 0.9392 | 0.9691 |
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- | No log | 1.4828 | 86 | 0.8709 | 0.4465 | 0.8709 | 0.9332 |
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- | No log | 1.5172 | 88 | 0.9290 | 0.4677 | 0.9290 | 0.9638 |
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- | No log | 1.5517 | 90 | 0.9661 | 0.4767 | 0.9661 | 0.9829 |
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- | No log | 1.5862 | 92 | 1.0075 | 0.4654 | 1.0075 | 1.0038 |
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- | No log | 1.6207 | 94 | 0.9237 | 0.4527 | 0.9237 | 0.9611 |
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- | No log | 1.6552 | 96 | 0.9388 | 0.4298 | 0.9388 | 0.9689 |
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- | No log | 1.6897 | 98 | 0.8566 | 0.48 | 0.8566 | 0.9255 |
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- | No log | 1.7241 | 100 | 0.7872 | 0.5165 | 0.7872 | 0.8873 |
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- | No log | 1.7586 | 102 | 0.8098 | 0.4923 | 0.8098 | 0.8999 |
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- | No log | 1.7931 | 104 | 1.0767 | 0.5124 | 1.0767 | 1.0376 |
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- | No log | 1.8276 | 106 | 1.1806 | 0.4902 | 1.1806 | 1.0866 |
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- | No log | 1.8621 | 108 | 0.9503 | 0.4950 | 0.9503 | 0.9749 |
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- | No log | 1.8966 | 110 | 0.8017 | 0.4840 | 0.8017 | 0.8954 |
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- | No log | 1.9310 | 112 | 0.8890 | 0.4490 | 0.8890 | 0.9429 |
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- | No log | 1.9655 | 114 | 0.9184 | 0.4576 | 0.9184 | 0.9583 |
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- | No log | 2.0 | 116 | 0.9671 | 0.4583 | 0.9671 | 0.9834 |
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- | No log | 2.0345 | 118 | 0.8295 | 0.4220 | 0.8295 | 0.9108 |
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- | No log | 2.0690 | 120 | 0.8506 | 0.4359 | 0.8506 | 0.9223 |
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- | No log | 2.1034 | 122 | 0.9608 | 0.3343 | 0.9608 | 0.9802 |
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- | No log | 2.1379 | 124 | 1.0700 | 0.4098 | 1.0700 | 1.0344 |
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- | No log | 2.1724 | 126 | 0.9878 | 0.3830 | 0.9878 | 0.9939 |
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- | No log | 2.2069 | 128 | 0.9913 | 0.4045 | 0.9913 | 0.9956 |
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- | No log | 2.2414 | 130 | 1.0323 | 0.4252 | 1.0323 | 1.0160 |
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- | No log | 2.2759 | 132 | 1.2332 | 0.4471 | 1.2332 | 1.1105 |
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- | No log | 2.3103 | 134 | 1.1922 | 0.4476 | 1.1922 | 1.0919 |
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- | No log | 2.3448 | 136 | 1.0700 | 0.3607 | 1.0700 | 1.0344 |
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- | No log | 2.3793 | 138 | 0.9556 | 0.2970 | 0.9556 | 0.9775 |
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- | No log | 2.4138 | 140 | 0.9184 | 0.2822 | 0.9184 | 0.9583 |
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- | No log | 2.4483 | 142 | 0.9467 | 0.2830 | 0.9467 | 0.9730 |
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- | No log | 2.4828 | 144 | 1.0731 | 0.3831 | 1.0731 | 1.0359 |
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- | No log | 2.5172 | 146 | 1.1102 | 0.4058 | 1.1102 | 1.0537 |
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- | No log | 2.5517 | 148 | 1.1000 | 0.4502 | 1.1000 | 1.0488 |
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- | No log | 2.5862 | 150 | 1.1458 | 0.4477 | 1.1458 | 1.0704 |
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- | No log | 2.6207 | 152 | 1.3486 | 0.4231 | 1.3486 | 1.1613 |
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- | No log | 2.6552 | 154 | 1.3332 | 0.4516 | 1.3332 | 1.1546 |
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- | No log | 2.6897 | 156 | 1.3237 | 0.4532 | 1.3237 | 1.1505 |
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- | No log | 2.7241 | 158 | 1.2256 | 0.3742 | 1.2256 | 1.1071 |
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- | No log | 2.7586 | 160 | 1.0712 | 0.3343 | 1.0712 | 1.0350 |
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- | No log | 2.7931 | 162 | 1.0850 | 0.2900 | 1.0850 | 1.0416 |
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- | No log | 2.8276 | 164 | 1.1642 | 0.2900 | 1.1642 | 1.0790 |
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- | No log | 2.8621 | 166 | 1.1197 | 0.2900 | 1.1197 | 1.0581 |
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- | No log | 2.8966 | 168 | 0.9869 | 0.2130 | 0.9869 | 0.9934 |
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- | No log | 2.9310 | 170 | 0.9493 | 0.2033 | 0.9493 | 0.9743 |
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- | No log | 2.9655 | 172 | 0.9426 | 0.3578 | 0.9426 | 0.9709 |
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- | No log | 3.0 | 174 | 0.9735 | 0.3157 | 0.9735 | 0.9867 |
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- | No log | 3.0345 | 176 | 1.0551 | 0.3377 | 1.0551 | 1.0272 |
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- | No log | 3.0690 | 178 | 1.0685 | 0.3980 | 1.0685 | 1.0337 |
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- | No log | 3.1034 | 180 | 1.0711 | 0.3779 | 1.0711 | 1.0349 |
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- | No log | 3.1379 | 182 | 1.1278 | 0.3560 | 1.1278 | 1.0620 |
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- | No log | 3.1724 | 184 | 1.3772 | 0.3659 | 1.3772 | 1.1736 |
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- | No log | 3.2069 | 186 | 1.3883 | 0.3045 | 1.3883 | 1.1783 |
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- | No log | 3.2414 | 188 | 1.1348 | 0.3049 | 1.1348 | 1.0653 |
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- | No log | 3.2759 | 190 | 0.8972 | 0.3448 | 0.8972 | 0.9472 |
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- | No log | 3.3103 | 192 | 0.8963 | 0.3345 | 0.8963 | 0.9467 |
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- | No log | 3.3448 | 194 | 0.9941 | 0.3223 | 0.9941 | 0.9970 |
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- | No log | 3.3793 | 196 | 1.1353 | 0.3049 | 1.1353 | 1.0655 |
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- | No log | 3.4138 | 198 | 1.1885 | 0.3324 | 1.1885 | 1.0902 |
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- | No log | 3.4483 | 200 | 1.1002 | 0.3162 | 1.1002 | 1.0489 |
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- | No log | 3.4828 | 202 | 1.0184 | 0.2541 | 1.0184 | 1.0092 |
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- | No log | 3.5172 | 204 | 0.9971 | 0.2822 | 0.9971 | 0.9985 |
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- | No log | 3.5517 | 206 | 1.0699 | 0.3201 | 1.0699 | 1.0343 |
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- | No log | 3.5862 | 208 | 1.1848 | 0.4186 | 1.1848 | 1.0885 |
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- | No log | 3.6207 | 210 | 1.2926 | 0.3534 | 1.2926 | 1.1369 |
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- | No log | 3.6552 | 212 | 1.2695 | 0.3534 | 1.2695 | 1.1267 |
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- | No log | 3.6897 | 214 | 1.1246 | 0.3292 | 1.1246 | 1.0605 |
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- | No log | 3.7241 | 216 | 0.9580 | 0.3609 | 0.9580 | 0.9788 |
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- | No log | 3.7586 | 218 | 0.9403 | 0.3392 | 0.9403 | 0.9697 |
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- | No log | 3.7931 | 220 | 0.9523 | 0.3493 | 0.9523 | 0.9759 |
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- | No log | 3.8276 | 222 | 1.0777 | 0.3049 | 1.0777 | 1.0381 |
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- | No log | 3.8621 | 224 | 1.2760 | 0.2238 | 1.2760 | 1.1296 |
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- | No log | 3.8966 | 226 | 1.3002 | 0.2238 | 1.3002 | 1.1403 |
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- | No log | 3.9310 | 228 | 1.2245 | 0.2238 | 1.2245 | 1.1066 |
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- | No log | 3.9655 | 230 | 1.1200 | 0.2780 | 1.1200 | 1.0583 |
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- | No log | 4.0 | 232 | 0.9759 | 0.2522 | 0.9759 | 0.9879 |
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- | No log | 4.0345 | 234 | 0.9150 | 0.3738 | 0.9150 | 0.9566 |
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- | No log | 4.0690 | 236 | 0.9065 | 0.3695 | 0.9065 | 0.9521 |
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- | No log | 4.1034 | 238 | 0.9911 | 0.3343 | 0.9911 | 0.9955 |
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- | No log | 4.1379 | 240 | 1.2766 | 0.2881 | 1.2766 | 1.1299 |
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- | No log | 4.1724 | 242 | 1.5249 | 0.3132 | 1.5249 | 1.2349 |
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- | No log | 4.2069 | 244 | 1.5817 | 0.3337 | 1.5817 | 1.2577 |
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- | No log | 4.2414 | 246 | 1.4441 | 0.2708 | 1.4441 | 1.2017 |
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- | No log | 4.2759 | 248 | 1.2517 | 0.2238 | 1.2517 | 1.1188 |
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- | No log | 4.3103 | 250 | 1.0929 | 0.1315 | 1.0929 | 1.0454 |
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- | No log | 4.3448 | 252 | 1.0371 | 0.1689 | 1.0371 | 1.0184 |
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- | No log | 4.3793 | 254 | 1.0335 | 0.2293 | 1.0335 | 1.0166 |
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- | No log | 4.4138 | 256 | 1.0379 | 0.2479 | 1.0379 | 1.0188 |
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- | No log | 4.4483 | 258 | 1.0522 | 0.2263 | 1.0522 | 1.0258 |
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- | No log | 4.4828 | 260 | 1.0967 | 0.2800 | 1.0967 | 1.0473 |
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- | No log | 4.5172 | 262 | 1.0543 | 0.1961 | 1.0543 | 1.0268 |
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- | No log | 4.5517 | 264 | 1.0637 | 0.3072 | 1.0637 | 1.0314 |
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- | No log | 4.5862 | 266 | 1.0571 | 0.2975 | 1.0571 | 1.0282 |
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- | No log | 4.6207 | 268 | 0.9866 | 0.2313 | 0.9866 | 0.9933 |
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- | No log | 4.6552 | 270 | 0.9158 | 0.2915 | 0.9158 | 0.9570 |
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- | No log | 4.6897 | 272 | 0.9014 | 0.2942 | 0.9014 | 0.9494 |
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- | No log | 4.7241 | 274 | 0.9480 | 0.3091 | 0.9480 | 0.9737 |
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- | No log | 4.7586 | 276 | 1.0062 | 0.4405 | 1.0062 | 1.0031 |
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- | No log | 4.7931 | 278 | 0.9605 | 0.4405 | 0.9605 | 0.9800 |
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- | No log | 4.8276 | 280 | 0.8555 | 0.4519 | 0.8555 | 0.9249 |
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- | No log | 4.8621 | 282 | 0.8368 | 0.3577 | 0.8368 | 0.9148 |
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- | No log | 4.8966 | 284 | 0.8422 | 0.3720 | 0.8422 | 0.9177 |
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- | No log | 4.9310 | 286 | 0.8190 | 0.3762 | 0.8190 | 0.9050 |
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- | No log | 4.9655 | 288 | 0.8123 | 0.4181 | 0.8123 | 0.9013 |
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- | No log | 5.0 | 290 | 0.8215 | 0.3663 | 0.8215 | 0.9064 |
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- | No log | 5.0345 | 292 | 0.9456 | 0.3962 | 0.9456 | 0.9724 |
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- | No log | 5.0690 | 294 | 1.1172 | 0.3261 | 1.1172 | 1.0570 |
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- | No log | 5.1034 | 296 | 1.1178 | 0.3447 | 1.1178 | 1.0572 |
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- | No log | 5.1379 | 298 | 1.1548 | 0.3433 | 1.1548 | 1.0746 |
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- | No log | 5.1724 | 300 | 1.2245 | 0.3093 | 1.2245 | 1.1066 |
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- | No log | 5.2069 | 302 | 1.3268 | 0.3238 | 1.3268 | 1.1519 |
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- | No log | 5.2414 | 304 | 1.3134 | 0.3605 | 1.3134 | 1.1461 |
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- | No log | 5.2759 | 306 | 1.1989 | 0.3917 | 1.1989 | 1.0949 |
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- | No log | 5.3103 | 308 | 1.0401 | 0.2046 | 1.0401 | 1.0199 |
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- | No log | 5.3448 | 310 | 0.9570 | 0.2290 | 0.9570 | 0.9783 |
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- | No log | 5.3793 | 312 | 0.9613 | 0.3318 | 0.9613 | 0.9805 |
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- | No log | 5.4138 | 314 | 0.9480 | 0.2864 | 0.9480 | 0.9736 |
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- | No log | 5.4483 | 316 | 0.9811 | 0.2850 | 0.9811 | 0.9905 |
210
- | No log | 5.4828 | 318 | 1.2345 | 0.3487 | 1.2345 | 1.1111 |
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- | No log | 5.5172 | 320 | 1.4406 | 0.3283 | 1.4406 | 1.2003 |
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- | No log | 5.5517 | 322 | 1.4804 | 0.2935 | 1.4804 | 1.2167 |
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- | No log | 5.5862 | 324 | 1.3617 | 0.2918 | 1.3617 | 1.1669 |
214
- | No log | 5.6207 | 326 | 1.1992 | 0.2864 | 1.1992 | 1.0951 |
215
- | No log | 5.6552 | 328 | 1.1379 | 0.2291 | 1.1379 | 1.0667 |
216
- | No log | 5.6897 | 330 | 1.0819 | 0.2108 | 1.0819 | 1.0401 |
217
- | No log | 5.7241 | 332 | 1.0770 | 0.1801 | 1.0770 | 1.0378 |
218
- | No log | 5.7586 | 334 | 1.1345 | 0.1795 | 1.1345 | 1.0651 |
219
- | No log | 5.7931 | 336 | 1.2290 | 0.1692 | 1.2290 | 1.1086 |
220
- | No log | 5.8276 | 338 | 1.2611 | 0.2087 | 1.2611 | 1.1230 |
221
- | No log | 5.8621 | 340 | 1.2006 | 0.2097 | 1.2006 | 1.0957 |
222
- | No log | 5.8966 | 342 | 1.1062 | 0.2250 | 1.1062 | 1.0517 |
223
- | No log | 5.9310 | 344 | 1.0998 | 0.2250 | 1.0998 | 1.0487 |
224
- | No log | 5.9655 | 346 | 1.0516 | 0.1952 | 1.0516 | 1.0255 |
225
- | No log | 6.0 | 348 | 1.0192 | 0.2669 | 1.0192 | 1.0096 |
226
- | No log | 6.0345 | 350 | 1.0418 | 0.1952 | 1.0418 | 1.0207 |
227
- | No log | 6.0690 | 352 | 1.0562 | 0.2250 | 1.0562 | 1.0277 |
228
- | No log | 6.1034 | 354 | 1.1196 | 0.3072 | 1.1196 | 1.0581 |
229
- | No log | 6.1379 | 356 | 1.2334 | 0.3821 | 1.2334 | 1.1106 |
230
- | No log | 6.1724 | 358 | 1.2544 | 0.2959 | 1.2544 | 1.1200 |
231
- | No log | 6.2069 | 360 | 1.1562 | 0.1952 | 1.1562 | 1.0752 |
232
- | No log | 6.2414 | 362 | 1.0775 | 0.1641 | 1.0775 | 1.0380 |
233
- | No log | 6.2759 | 364 | 0.9811 | 0.2233 | 0.9811 | 0.9905 |
234
- | No log | 6.3103 | 366 | 0.9434 | 0.2969 | 0.9434 | 0.9713 |
235
- | No log | 6.3448 | 368 | 0.9681 | 0.3389 | 0.9681 | 0.9839 |
236
- | No log | 6.3793 | 370 | 1.0154 | 0.4401 | 1.0154 | 1.0077 |
237
- | No log | 6.4138 | 372 | 1.0561 | 0.4394 | 1.0561 | 1.0277 |
238
- | No log | 6.4483 | 374 | 1.1696 | 0.3845 | 1.1696 | 1.0815 |
239
- | No log | 6.4828 | 376 | 1.1340 | 0.3821 | 1.1340 | 1.0649 |
240
- | No log | 6.5172 | 378 | 1.0525 | 0.3171 | 1.0525 | 1.0259 |
241
- | No log | 6.5517 | 380 | 1.0437 | 0.2651 | 1.0437 | 1.0216 |
242
- | No log | 6.5862 | 382 | 1.1466 | 0.2780 | 1.1466 | 1.0708 |
243
- | No log | 6.6207 | 384 | 1.2025 | 0.2238 | 1.2025 | 1.0966 |
244
- | No log | 6.6552 | 386 | 1.1998 | 0.1944 | 1.1998 | 1.0954 |
245
- | No log | 6.6897 | 388 | 1.1794 | 0.1379 | 1.1794 | 1.0860 |
246
- | No log | 6.7241 | 390 | 1.1712 | 0.1053 | 1.1712 | 1.0822 |
247
- | No log | 6.7586 | 392 | 1.1185 | 0.0980 | 1.1185 | 1.0576 |
248
- | No log | 6.7931 | 394 | 1.0952 | 0.0628 | 1.0952 | 1.0465 |
249
- | No log | 6.8276 | 396 | 1.0619 | 0.0628 | 1.0619 | 1.0305 |
250
- | No log | 6.8621 | 398 | 1.0304 | 0.1808 | 1.0304 | 1.0151 |
251
- | No log | 6.8966 | 400 | 1.0008 | 0.1808 | 1.0008 | 1.0004 |
252
- | No log | 6.9310 | 402 | 1.0241 | 0.2800 | 1.0241 | 1.0120 |
253
- | No log | 6.9655 | 404 | 1.0323 | 0.2857 | 1.0323 | 1.0160 |
254
- | No log | 7.0 | 406 | 0.9754 | 0.3098 | 0.9754 | 0.9876 |
255
- | No log | 7.0345 | 408 | 0.9440 | 0.3998 | 0.9440 | 0.9716 |
256
- | No log | 7.0690 | 410 | 0.9491 | 0.4331 | 0.9491 | 0.9742 |
257
- | No log | 7.1034 | 412 | 1.0677 | 0.3590 | 1.0677 | 1.0333 |
258
- | No log | 7.1379 | 414 | 1.3880 | 0.2851 | 1.3880 | 1.1781 |
259
- | No log | 7.1724 | 416 | 1.5388 | 0.2447 | 1.5388 | 1.2405 |
260
- | No log | 7.2069 | 418 | 1.4601 | 0.3551 | 1.4601 | 1.2083 |
261
- | No log | 7.2414 | 420 | 1.2400 | 0.4265 | 1.2400 | 1.1136 |
262
- | No log | 7.2759 | 422 | 1.0380 | 0.4580 | 1.0380 | 1.0188 |
263
- | No log | 7.3103 | 424 | 0.9642 | 0.4222 | 0.9642 | 0.9819 |
264
- | No log | 7.3448 | 426 | 0.9392 | 0.3147 | 0.9392 | 0.9691 |
265
- | No log | 7.3793 | 428 | 0.9423 | 0.2967 | 0.9423 | 0.9707 |
266
- | No log | 7.4138 | 430 | 0.9582 | 0.2993 | 0.9582 | 0.9789 |
267
- | No log | 7.4483 | 432 | 0.9534 | 0.2496 | 0.9534 | 0.9764 |
268
- | No log | 7.4828 | 434 | 0.9555 | 0.2377 | 0.9555 | 0.9775 |
269
- | No log | 7.5172 | 436 | 0.9909 | 0.3049 | 0.9909 | 0.9954 |
270
- | No log | 7.5517 | 438 | 1.0541 | 0.3607 | 1.0541 | 1.0267 |
271
- | No log | 7.5862 | 440 | 1.0240 | 0.3367 | 1.0240 | 1.0119 |
272
- | No log | 7.6207 | 442 | 0.9671 | 0.3049 | 0.9671 | 0.9834 |
273
- | No log | 7.6552 | 444 | 0.9831 | 0.3049 | 0.9831 | 0.9915 |
274
- | No log | 7.6897 | 446 | 1.0283 | 0.3049 | 1.0283 | 1.0140 |
275
- | No log | 7.7241 | 448 | 1.0922 | 0.3350 | 1.0922 | 1.0451 |
276
- | No log | 7.7586 | 450 | 1.0563 | 0.2651 | 1.0563 | 1.0278 |
277
- | No log | 7.7931 | 452 | 0.9954 | 0.1645 | 0.9954 | 0.9977 |
278
- | No log | 7.8276 | 454 | 0.9773 | 0.1752 | 0.9773 | 0.9886 |
279
- | No log | 7.8621 | 456 | 0.9916 | 0.1585 | 0.9916 | 0.9958 |
280
- | No log | 7.8966 | 458 | 1.0776 | 0.2617 | 1.0776 | 1.0381 |
281
- | No log | 7.9310 | 460 | 1.1224 | 0.3638 | 1.1224 | 1.0594 |
282
- | No log | 7.9655 | 462 | 1.1004 | 0.3776 | 1.1004 | 1.0490 |
283
- | No log | 8.0 | 464 | 1.1514 | 0.3638 | 1.1514 | 1.0730 |
284
- | No log | 8.0345 | 466 | 1.0968 | 0.3528 | 1.0968 | 1.0473 |
285
- | No log | 8.0690 | 468 | 1.0193 | 0.1747 | 1.0193 | 1.0096 |
286
- | No log | 8.1034 | 470 | 1.0262 | 0.1747 | 1.0262 | 1.0130 |
287
- | No log | 8.1379 | 472 | 1.0499 | 0.1747 | 1.0499 | 1.0247 |
288
- | No log | 8.1724 | 474 | 1.0820 | 0.1416 | 1.0820 | 1.0402 |
289
- | No log | 8.2069 | 476 | 1.0949 | 0.1416 | 1.0949 | 1.0464 |
290
- | No log | 8.2414 | 478 | 1.0593 | 0.2061 | 1.0593 | 1.0292 |
291
- | No log | 8.2759 | 480 | 0.9915 | 0.1860 | 0.9915 | 0.9957 |
292
- | No log | 8.3103 | 482 | 1.0063 | 0.2454 | 1.0063 | 1.0032 |
293
- | No log | 8.3448 | 484 | 1.1204 | 0.3284 | 1.1204 | 1.0585 |
294
- | No log | 8.3793 | 486 | 1.3685 | 0.2863 | 1.3685 | 1.1698 |
295
- | No log | 8.4138 | 488 | 1.5115 | 0.3331 | 1.5115 | 1.2294 |
296
- | No log | 8.4483 | 490 | 1.4670 | 0.3302 | 1.4670 | 1.2112 |
297
- | No log | 8.4828 | 492 | 1.3409 | 0.1224 | 1.3409 | 1.1580 |
298
- | No log | 8.5172 | 494 | 1.2019 | 0.1637 | 1.2019 | 1.0963 |
299
- | No log | 8.5517 | 496 | 1.1258 | 0.1247 | 1.1258 | 1.0610 |
300
- | No log | 8.5862 | 498 | 1.1577 | 0.1076 | 1.1577 | 1.0759 |
301
- | 0.3684 | 8.6207 | 500 | 1.2259 | 0.0541 | 1.2259 | 1.1072 |
302
- | 0.3684 | 8.6552 | 502 | 1.3239 | 0.1219 | 1.3239 | 1.1506 |
303
- | 0.3684 | 8.6897 | 504 | 1.3869 | 0.1536 | 1.3869 | 1.1777 |
304
- | 0.3684 | 8.7241 | 506 | 1.3663 | 0.1698 | 1.3663 | 1.1689 |
305
- | 0.3684 | 8.7586 | 508 | 1.2102 | 0.2494 | 1.2102 | 1.1001 |
306
- | 0.3684 | 8.7931 | 510 | 1.0368 | 0.2829 | 1.0368 | 1.0182 |
307
- | 0.3684 | 8.8276 | 512 | 0.9798 | 0.2752 | 0.9798 | 0.9899 |
308
- | 0.3684 | 8.8621 | 514 | 1.0168 | 0.2516 | 1.0168 | 1.0084 |
309
- | 0.3684 | 8.8966 | 516 | 1.1286 | 0.2367 | 1.1286 | 1.0624 |
310
- | 0.3684 | 8.9310 | 518 | 1.1972 | 0.3093 | 1.1972 | 1.0942 |
311
- | 0.3684 | 8.9655 | 520 | 1.2304 | 0.2131 | 1.2304 | 1.1092 |
312
- | 0.3684 | 9.0 | 522 | 1.2106 | 0.1219 | 1.2106 | 1.1003 |
313
- | 0.3684 | 9.0345 | 524 | 1.2006 | 0.0887 | 1.2006 | 1.0957 |
314
- | 0.3684 | 9.0690 | 526 | 1.1329 | 0.1582 | 1.1329 | 1.0644 |
315
- | 0.3684 | 9.1034 | 528 | 1.0745 | 0.1747 | 1.0745 | 1.0366 |
316
- | 0.3684 | 9.1379 | 530 | 1.0528 | 0.1747 | 1.0528 | 1.0260 |
317
- | 0.3684 | 9.1724 | 532 | 1.0850 | 0.2363 | 1.0850 | 1.0416 |
318
- | 0.3684 | 9.2069 | 534 | 1.1105 | 0.2363 | 1.1105 | 1.0538 |
319
- | 0.3684 | 9.2414 | 536 | 1.1593 | 0.1637 | 1.1593 | 1.0767 |
320
- | 0.3684 | 9.2759 | 538 | 1.1213 | 0.1795 | 1.1213 | 1.0589 |
321
- | 0.3684 | 9.3103 | 540 | 1.0152 | 0.2072 | 1.0152 | 1.0076 |
322
- | 0.3684 | 9.3448 | 542 | 0.9428 | 0.2761 | 0.9428 | 0.9710 |
323
- | 0.3684 | 9.3793 | 544 | 0.9374 | 0.3070 | 0.9374 | 0.9682 |
324
- | 0.3684 | 9.4138 | 546 | 0.9855 | 0.1808 | 0.9855 | 0.9927 |
325
- | 0.3684 | 9.4483 | 548 | 1.1754 | 0.3659 | 1.1754 | 1.0842 |
326
- | 0.3684 | 9.4828 | 550 | 1.4221 | 0.3105 | 1.4221 | 1.1925 |
327
- | 0.3684 | 9.5172 | 552 | 1.5215 | 0.2759 | 1.5215 | 1.2335 |
328
- | 0.3684 | 9.5517 | 554 | 1.4567 | 0.3105 | 1.4567 | 1.2069 |
329
- | 0.3684 | 9.5862 | 556 | 1.2744 | 0.3761 | 1.2744 | 1.1289 |
330
- | 0.3684 | 9.6207 | 558 | 1.1263 | 0.1480 | 1.1263 | 1.0613 |
331
- | 0.3684 | 9.6552 | 560 | 1.0436 | 0.1868 | 1.0436 | 1.0216 |
332
- | 0.3684 | 9.6897 | 562 | 1.0290 | 0.2624 | 1.0290 | 1.0144 |
333
- | 0.3684 | 9.7241 | 564 | 1.0485 | 0.1814 | 1.0485 | 1.0239 |
334
- | 0.3684 | 9.7586 | 566 | 1.1048 | 0.1417 | 1.1048 | 1.0511 |
335
- | 0.3684 | 9.7931 | 568 | 1.1922 | 0.0904 | 1.1922 | 1.0919 |
336
- | 0.3684 | 9.8276 | 570 | 1.2830 | 0.0541 | 1.2830 | 1.1327 |
337
- | 0.3684 | 9.8621 | 572 | 1.3276 | 0.0541 | 1.3276 | 1.1522 |
338
- | 0.3684 | 9.8966 | 574 | 1.3296 | 0.0541 | 1.3296 | 1.1531 |
339
- | 0.3684 | 9.9310 | 576 | 1.2456 | 0.0541 | 1.2456 | 1.1161 |
340
- | 0.3684 | 9.9655 | 578 | 1.1024 | 0.1315 | 1.1024 | 1.0499 |
341
- | 0.3684 | 10.0 | 580 | 1.0288 | 0.1910 | 1.0288 | 1.0143 |
342
- | 0.3684 | 10.0345 | 582 | 1.0190 | 0.1910 | 1.0190 | 1.0094 |
343
- | 0.3684 | 10.0690 | 584 | 1.0340 | 0.1747 | 1.0340 | 1.0169 |
344
- | 0.3684 | 10.1034 | 586 | 1.0359 | 0.2617 | 1.0359 | 1.0178 |
345
- | 0.3684 | 10.1379 | 588 | 1.0453 | 0.2900 | 1.0453 | 1.0224 |
346
- | 0.3684 | 10.1724 | 590 | 1.0935 | 0.25 | 1.0935 | 1.0457 |
347
- | 0.3684 | 10.2069 | 592 | 1.1018 | 0.1637 | 1.1018 | 1.0497 |
348
- | 0.3684 | 10.2414 | 594 | 1.0902 | 0.1148 | 1.0902 | 1.0441 |
349
- | 0.3684 | 10.2759 | 596 | 1.0964 | 0.0711 | 1.0964 | 1.0471 |
350
- | 0.3684 | 10.3103 | 598 | 1.0831 | 0.1247 | 1.0831 | 1.0407 |
351
- | 0.3684 | 10.3448 | 600 | 1.0534 | 0.1689 | 1.0534 | 1.0263 |
352
- | 0.3684 | 10.3793 | 602 | 1.0553 | 0.1747 | 1.0553 | 1.0273 |
353
- | 0.3684 | 10.4138 | 604 | 1.0675 | 0.1747 | 1.0675 | 1.0332 |
354
- | 0.3684 | 10.4483 | 606 | 1.1025 | 0.2363 | 1.1025 | 1.0500 |
355
- | 0.3684 | 10.4828 | 608 | 1.1393 | 0.3415 | 1.1393 | 1.0674 |
356
- | 0.3684 | 10.5172 | 610 | 1.1625 | 0.3919 | 1.1625 | 1.0782 |
357
- | 0.3684 | 10.5517 | 612 | 1.1598 | 0.3542 | 1.1598 | 1.0769 |
358
- | 0.3684 | 10.5862 | 614 | 1.0654 | 0.2363 | 1.0654 | 1.0322 |
359
- | 0.3684 | 10.6207 | 616 | 0.9489 | 0.2130 | 0.9490 | 0.9741 |
360
- | 0.3684 | 10.6552 | 618 | 0.9027 | 0.2969 | 0.9027 | 0.9501 |
361
- | 0.3684 | 10.6897 | 620 | 0.9029 | 0.2969 | 0.9029 | 0.9502 |
362
- | 0.3684 | 10.7241 | 622 | 0.9530 | 0.2377 | 0.9530 | 0.9762 |
363
- | 0.3684 | 10.7586 | 624 | 1.0733 | 0.2061 | 1.0733 | 1.0360 |
364
- | 0.3684 | 10.7931 | 626 | 1.1554 | 0.1795 | 1.1554 | 1.0749 |
365
- | 0.3684 | 10.8276 | 628 | 1.1456 | 0.1952 | 1.1456 | 1.0703 |
366
- | 0.3684 | 10.8621 | 630 | 1.1289 | 0.2363 | 1.1289 | 1.0625 |
367
- | 0.3684 | 10.8966 | 632 | 1.0739 | 0.2363 | 1.0739 | 1.0363 |
368
- | 0.3684 | 10.9310 | 634 | 1.0863 | 0.2363 | 1.0863 | 1.0423 |
369
- | 0.3684 | 10.9655 | 636 | 1.1196 | 0.2363 | 1.1196 | 1.0581 |
370
- | 0.3684 | 11.0 | 638 | 1.1889 | 0.1379 | 1.1889 | 1.0903 |
371
- | 0.3684 | 11.0345 | 640 | 1.1770 | 0.0711 | 1.1770 | 1.0849 |
372
- | 0.3684 | 11.0690 | 642 | 1.1234 | 0.1148 | 1.1234 | 1.0599 |
373
- | 0.3684 | 11.1034 | 644 | 1.0649 | 0.1747 | 1.0649 | 1.0319 |
374
- | 0.3684 | 11.1379 | 646 | 1.0367 | 0.1645 | 1.0367 | 1.0182 |
375
- | 0.3684 | 11.1724 | 648 | 1.0042 | 0.2130 | 1.0042 | 1.0021 |
376
- | 0.3684 | 11.2069 | 650 | 1.0144 | 0.1808 | 1.0144 | 1.0072 |
377
- | 0.3684 | 11.2414 | 652 | 1.0811 | 0.1795 | 1.0811 | 1.0398 |
378
- | 0.3684 | 11.2759 | 654 | 1.2165 | 0.3026 | 1.2165 | 1.1029 |
379
- | 0.3684 | 11.3103 | 656 | 1.3158 | 0.2910 | 1.3158 | 1.1471 |
380
- | 0.3684 | 11.3448 | 658 | 1.3320 | 0.2615 | 1.3320 | 1.1541 |
381
- | 0.3684 | 11.3793 | 660 | 1.2907 | 0.1789 | 1.2907 | 1.1361 |
382
- | 0.3684 | 11.4138 | 662 | 1.2065 | 0.1379 | 1.2065 | 1.0984 |
383
- | 0.3684 | 11.4483 | 664 | 1.0871 | 0.1148 | 1.0871 | 1.0426 |
384
- | 0.3684 | 11.4828 | 666 | 1.0227 | 0.1808 | 1.0227 | 1.0113 |
385
- | 0.3684 | 11.5172 | 668 | 1.0237 | 0.1808 | 1.0237 | 1.0118 |
386
- | 0.3684 | 11.5517 | 670 | 1.0597 | 0.1747 | 1.0597 | 1.0294 |
387
- | 0.3684 | 11.5862 | 672 | 1.1351 | 0.1148 | 1.1351 | 1.0654 |
388
- | 0.3684 | 11.6207 | 674 | 1.1851 | 0.0541 | 1.1851 | 1.0886 |
389
- | 0.3684 | 11.6552 | 676 | 1.2033 | 0.0541 | 1.2033 | 1.0969 |
390
- | 0.3684 | 11.6897 | 678 | 1.1677 | 0.0541 | 1.1677 | 1.0806 |
391
- | 0.3684 | 11.7241 | 680 | 1.1542 | 0.1148 | 1.1542 | 1.0744 |
392
- | 0.3684 | 11.7586 | 682 | 1.1204 | 0.1148 | 1.1204 | 1.0585 |
393
- | 0.3684 | 11.7931 | 684 | 1.1140 | 0.2207 | 1.1140 | 1.0555 |
394
- | 0.3684 | 11.8276 | 686 | 1.1211 | 0.25 | 1.1211 | 1.0588 |
395
- | 0.3684 | 11.8621 | 688 | 1.1204 | 0.25 | 1.1204 | 1.0585 |
396
- | 0.3684 | 11.8966 | 690 | 1.1290 | 0.2780 | 1.1290 | 1.0625 |
397
- | 0.3684 | 11.9310 | 692 | 1.0967 | 0.2900 | 1.0967 | 1.0472 |
398
- | 0.3684 | 11.9655 | 694 | 1.0963 | 0.1747 | 1.0963 | 1.0470 |
399
- | 0.3684 | 12.0 | 696 | 1.1258 | 0.1747 | 1.1258 | 1.0610 |
400
- | 0.3684 | 12.0345 | 698 | 1.1557 | 0.1747 | 1.1557 | 1.0750 |
401
- | 0.3684 | 12.0690 | 700 | 1.1785 | 0.1902 | 1.1785 | 1.0856 |
402
- | 0.3684 | 12.1034 | 702 | 1.1578 | 0.1747 | 1.1578 | 1.0760 |
403
- | 0.3684 | 12.1379 | 704 | 1.1367 | 0.1747 | 1.1367 | 1.0661 |
404
- | 0.3684 | 12.1724 | 706 | 1.0694 | 0.1645 | 1.0694 | 1.0341 |
405
- | 0.3684 | 12.2069 | 708 | 0.9741 | 0.1969 | 0.9741 | 0.9870 |
406
- | 0.3684 | 12.2414 | 710 | 0.9403 | 0.2130 | 0.9403 | 0.9697 |
407
- | 0.3684 | 12.2759 | 712 | 0.9605 | 0.1969 | 0.9605 | 0.9800 |
408
- | 0.3684 | 12.3103 | 714 | 0.9999 | 0.2072 | 0.9999 | 1.0000 |
409
- | 0.3684 | 12.3448 | 716 | 0.9962 | 0.1645 | 0.9962 | 0.9981 |
410
- | 0.3684 | 12.3793 | 718 | 0.9947 | 0.1645 | 0.9947 | 0.9974 |
411
- | 0.3684 | 12.4138 | 720 | 0.9979 | 0.1645 | 0.9979 | 0.9990 |
412
- | 0.3684 | 12.4483 | 722 | 1.0323 | 0.1645 | 1.0323 | 1.0160 |
413
- | 0.3684 | 12.4828 | 724 | 1.0389 | 0.1645 | 1.0389 | 1.0193 |
414
- | 0.3684 | 12.5172 | 726 | 1.0346 | 0.1961 | 1.0346 | 1.0171 |
415
- | 0.3684 | 12.5517 | 728 | 1.0220 | 0.2669 | 1.0220 | 1.0110 |
416
- | 0.3684 | 12.5862 | 730 | 1.0192 | 0.3196 | 1.0192 | 1.0096 |
417
- | 0.3684 | 12.6207 | 732 | 1.0706 | 0.4284 | 1.0706 | 1.0347 |
418
- | 0.3684 | 12.6552 | 734 | 1.1095 | 0.4498 | 1.1095 | 1.0533 |
419
- | 0.3684 | 12.6897 | 736 | 1.1697 | 0.4364 | 1.1697 | 1.0815 |
420
- | 0.3684 | 12.7241 | 738 | 1.1716 | 0.4024 | 1.1716 | 1.0824 |
421
- | 0.3684 | 12.7586 | 740 | 1.1648 | 0.3025 | 1.1648 | 1.0793 |
422
- | 0.3684 | 12.7931 | 742 | 1.1551 | 0.25 | 1.1551 | 1.0748 |
423
- | 0.3684 | 12.8276 | 744 | 1.1512 | 0.1379 | 1.1512 | 1.0729 |
424
- | 0.3684 | 12.8621 | 746 | 1.1598 | 0.1379 | 1.1598 | 1.0769 |
425
- | 0.3684 | 12.8966 | 748 | 1.1450 | 0.1944 | 1.1450 | 1.0701 |
426
- | 0.3684 | 12.9310 | 750 | 1.0953 | 0.1944 | 1.0953 | 1.0466 |
427
- | 0.3684 | 12.9655 | 752 | 1.0449 | 0.1641 | 1.0449 | 1.0222 |
428
- | 0.3684 | 13.0 | 754 | 1.0475 | 0.2348 | 1.0475 | 1.0235 |
429
- | 0.3684 | 13.0345 | 756 | 1.0865 | 0.3402 | 1.0865 | 1.0424 |
430
- | 0.3684 | 13.0690 | 758 | 1.1339 | 0.3049 | 1.1339 | 1.0648 |
431
- | 0.3684 | 13.1034 | 760 | 1.1417 | 0.3026 | 1.1417 | 1.0685 |
432
- | 0.3684 | 13.1379 | 762 | 1.1550 | 0.3026 | 1.1550 | 1.0747 |
433
- | 0.3684 | 13.1724 | 764 | 1.1322 | 0.2761 | 1.1322 | 1.0640 |
434
- | 0.3684 | 13.2069 | 766 | 1.0926 | 0.1479 | 1.0926 | 1.0453 |
435
- | 0.3684 | 13.2414 | 768 | 1.0824 | 0.1048 | 1.0824 | 1.0404 |
436
- | 0.3684 | 13.2759 | 770 | 1.0696 | 0.1048 | 1.0696 | 1.0342 |
437
- | 0.3684 | 13.3103 | 772 | 1.0721 | 0.1379 | 1.0721 | 1.0354 |
438
- | 0.3684 | 13.3448 | 774 | 1.1054 | 0.2348 | 1.1054 | 1.0514 |
439
- | 0.3684 | 13.3793 | 776 | 1.1627 | 0.2334 | 1.1627 | 1.0783 |
440
- | 0.3684 | 13.4138 | 778 | 1.2911 | 0.3640 | 1.2911 | 1.1362 |
441
- | 0.3684 | 13.4483 | 780 | 1.4018 | 0.3670 | 1.4018 | 1.1840 |
442
- | 0.3684 | 13.4828 | 782 | 1.4323 | 0.3679 | 1.4323 | 1.1968 |
443
- | 0.3684 | 13.5172 | 784 | 1.3624 | 0.3670 | 1.3624 | 1.1672 |
444
- | 0.3684 | 13.5517 | 786 | 1.2400 | 0.3143 | 1.2400 | 1.1135 |
445
- | 0.3684 | 13.5862 | 788 | 1.1122 | 0.2348 | 1.1122 | 1.0546 |
446
- | 0.3684 | 13.6207 | 790 | 1.0405 | 0.1214 | 1.0405 | 1.0201 |
447
- | 0.3684 | 13.6552 | 792 | 1.0068 | 0.1645 | 1.0068 | 1.0034 |
448
- | 0.3684 | 13.6897 | 794 | 1.0212 | 0.1645 | 1.0212 | 1.0105 |
449
- | 0.3684 | 13.7241 | 796 | 1.0436 | 0.1214 | 1.0436 | 1.0216 |
450
- | 0.3684 | 13.7586 | 798 | 1.1078 | 0.0541 | 1.1078 | 1.0525 |
451
- | 0.3684 | 13.7931 | 800 | 1.2013 | 0.0541 | 1.2013 | 1.0960 |
452
- | 0.3684 | 13.8276 | 802 | 1.2771 | 0.1536 | 1.2771 | 1.1301 |
453
- | 0.3684 | 13.8621 | 804 | 1.3069 | 0.2087 | 1.3069 | 1.1432 |
454
- | 0.3684 | 13.8966 | 806 | 1.2668 | 0.2087 | 1.2668 | 1.1255 |
455
- | 0.3684 | 13.9310 | 808 | 1.1571 | 0.1789 | 1.1571 | 1.0757 |
456
- | 0.3684 | 13.9655 | 810 | 1.0614 | 0.1582 | 1.0614 | 1.0302 |
457
- | 0.3684 | 14.0 | 812 | 1.0094 | 0.1645 | 1.0094 | 1.0047 |
458
- | 0.3684 | 14.0345 | 814 | 0.9978 | 0.1969 | 0.9978 | 0.9989 |
459
- | 0.3684 | 14.0690 | 816 | 0.9887 | 0.2028 | 0.9887 | 0.9943 |
460
- | 0.3684 | 14.1034 | 818 | 0.9999 | 0.1979 | 0.9999 | 1.0000 |
461
- | 0.3684 | 14.1379 | 820 | 1.0271 | 0.2072 | 1.0271 | 1.0135 |
462
- | 0.3684 | 14.1724 | 822 | 1.0810 | 0.1582 | 1.0810 | 1.0397 |
463
- | 0.3684 | 14.2069 | 824 | 1.1400 | 0.1219 | 1.1400 | 1.0677 |
464
- | 0.3684 | 14.2414 | 826 | 1.1548 | 0.1536 | 1.1548 | 1.0746 |
465
- | 0.3684 | 14.2759 | 828 | 1.1176 | 0.2087 | 1.1176 | 1.0572 |
466
- | 0.3684 | 14.3103 | 830 | 1.0593 | 0.2363 | 1.0593 | 1.0292 |
467
- | 0.3684 | 14.3448 | 832 | 0.9963 | 0.2072 | 0.9963 | 0.9981 |
468
- | 0.3684 | 14.3793 | 834 | 0.9504 | 0.2130 | 0.9504 | 0.9749 |
469
- | 0.3684 | 14.4138 | 836 | 0.9404 | 0.2290 | 0.9404 | 0.9698 |
470
- | 0.3684 | 14.4483 | 838 | 0.9306 | 0.2448 | 0.9306 | 0.9647 |
471
- | 0.3684 | 14.4828 | 840 | 0.9261 | 0.2290 | 0.9261 | 0.9623 |
472
- | 0.3684 | 14.5172 | 842 | 0.9335 | 0.2392 | 0.9335 | 0.9662 |
473
- | 0.3684 | 14.5517 | 844 | 0.9684 | 0.2072 | 0.9684 | 0.9840 |
474
- | 0.3684 | 14.5862 | 846 | 0.9941 | 0.2669 | 0.9941 | 0.9970 |
475
- | 0.3684 | 14.6207 | 848 | 1.0043 | 0.2669 | 1.0043 | 1.0021 |
476
- | 0.3684 | 14.6552 | 850 | 1.0340 | 0.3072 | 1.0340 | 1.0169 |
477
- | 0.3684 | 14.6897 | 852 | 1.0468 | 0.3171 | 1.0468 | 1.0232 |
478
- | 0.3684 | 14.7241 | 854 | 1.0320 | 0.2263 | 1.0320 | 1.0159 |
479
- | 0.3684 | 14.7586 | 856 | 1.0143 | 0.1645 | 1.0143 | 1.0071 |
480
- | 0.3684 | 14.7931 | 858 | 1.0236 | 0.1645 | 1.0236 | 1.0117 |
481
- | 0.3684 | 14.8276 | 860 | 1.0567 | 0.1315 | 1.0567 | 1.0280 |
482
- | 0.3684 | 14.8621 | 862 | 1.0742 | 0.1315 | 1.0742 | 1.0364 |
483
- | 0.3684 | 14.8966 | 864 | 1.0990 | 0.1315 | 1.0990 | 1.0483 |
484
- | 0.3684 | 14.9310 | 866 | 1.1239 | 0.1148 | 1.1239 | 1.0602 |
485
- | 0.3684 | 14.9655 | 868 | 1.1541 | 0.1053 | 1.1541 | 1.0743 |
486
- | 0.3684 | 15.0 | 870 | 1.1736 | 0.1053 | 1.1736 | 1.0833 |
487
- | 0.3684 | 15.0345 | 872 | 1.1840 | 0.1379 | 1.1840 | 1.0881 |
488
- | 0.3684 | 15.0690 | 874 | 1.1356 | 0.1148 | 1.1356 | 1.0657 |
489
- | 0.3684 | 15.1034 | 876 | 1.0762 | 0.1315 | 1.0762 | 1.0374 |
490
- | 0.3684 | 15.1379 | 878 | 1.0692 | 0.1747 | 1.0692 | 1.0340 |
491
- | 0.3684 | 15.1724 | 880 | 1.0717 | 0.1315 | 1.0717 | 1.0353 |
492
- | 0.3684 | 15.2069 | 882 | 1.0912 | 0.1315 | 1.0912 | 1.0446 |
493
- | 0.3684 | 15.2414 | 884 | 1.0920 | 0.1641 | 1.0920 | 1.0450 |
494
- | 0.3684 | 15.2759 | 886 | 1.0513 | 0.1952 | 1.0513 | 1.0253 |
495
- | 0.3684 | 15.3103 | 888 | 0.9950 | 0.2072 | 0.9950 | 0.9975 |
496
- | 0.3684 | 15.3448 | 890 | 0.9611 | 0.2072 | 0.9611 | 0.9803 |
497
- | 0.3684 | 15.3793 | 892 | 0.9530 | 0.2392 | 0.9530 | 0.9762 |
498
- | 0.3684 | 15.4138 | 894 | 0.9455 | 0.2551 | 0.9455 | 0.9724 |
499
- | 0.3684 | 15.4483 | 896 | 0.9421 | 0.2551 | 0.9421 | 0.9706 |
500
- | 0.3684 | 15.4828 | 898 | 0.9600 | 0.2233 | 0.9600 | 0.9798 |
501
- | 0.3684 | 15.5172 | 900 | 1.0117 | 0.1315 | 1.0117 | 1.0058 |
502
- | 0.3684 | 15.5517 | 902 | 1.0762 | 0.1952 | 1.0762 | 1.0374 |
503
- | 0.3684 | 15.5862 | 904 | 1.1250 | 0.2484 | 1.1250 | 1.0607 |
504
- | 0.3684 | 15.6207 | 906 | 1.1246 | 0.2633 | 1.1246 | 1.0605 |
505
- | 0.3684 | 15.6552 | 908 | 1.0678 | 0.1952 | 1.0678 | 1.0334 |
506
- | 0.3684 | 15.6897 | 910 | 1.0290 | 0.1952 | 1.0290 | 1.0144 |
507
- | 0.3684 | 15.7241 | 912 | 1.0154 | 0.1952 | 1.0154 | 1.0077 |
508
- | 0.3684 | 15.7586 | 914 | 0.9934 | 0.2363 | 0.9934 | 0.9967 |
509
- | 0.3684 | 15.7931 | 916 | 0.9554 | 0.2392 | 0.9554 | 0.9775 |
510
- | 0.3684 | 15.8276 | 918 | 0.9443 | 0.2392 | 0.9443 | 0.9717 |
511
- | 0.3684 | 15.8621 | 920 | 0.9750 | 0.2072 | 0.9750 | 0.9874 |
512
- | 0.3684 | 15.8966 | 922 | 1.0090 | 0.2072 | 1.0090 | 1.0045 |
513
- | 0.3684 | 15.9310 | 924 | 1.0721 | 0.1952 | 1.0721 | 1.0354 |
514
- | 0.3684 | 15.9655 | 926 | 1.1421 | 0.1795 | 1.1421 | 1.0687 |
515
- | 0.3684 | 16.0 | 928 | 1.1742 | 0.1795 | 1.1742 | 1.0836 |
516
- | 0.3684 | 16.0345 | 930 | 1.1584 | 0.1795 | 1.1584 | 1.0763 |
517
- | 0.3684 | 16.0690 | 932 | 1.1125 | 0.1315 | 1.1125 | 1.0547 |
518
- | 0.3684 | 16.1034 | 934 | 1.0655 | 0.1747 | 1.0655 | 1.0322 |
519
- | 0.3684 | 16.1379 | 936 | 1.0260 | 0.2072 | 1.0260 | 1.0129 |
520
- | 0.3684 | 16.1724 | 938 | 0.9984 | 0.2072 | 0.9984 | 0.9992 |
521
- | 0.3684 | 16.2069 | 940 | 0.9839 | 0.2072 | 0.9839 | 0.9919 |
522
- | 0.3684 | 16.2414 | 942 | 0.9838 | 0.2072 | 0.9838 | 0.9919 |
523
- | 0.3684 | 16.2759 | 944 | 1.0034 | 0.2072 | 1.0034 | 1.0017 |
524
- | 0.3684 | 16.3103 | 946 | 1.0371 | 0.1952 | 1.0371 | 1.0184 |
525
- | 0.3684 | 16.3448 | 948 | 1.0653 | 0.1952 | 1.0653 | 1.0322 |
526
- | 0.3684 | 16.3793 | 950 | 1.0776 | 0.1795 | 1.0776 | 1.0381 |
527
- | 0.3684 | 16.4138 | 952 | 1.0456 | 0.1952 | 1.0456 | 1.0226 |
528
- | 0.3684 | 16.4483 | 954 | 1.0010 | 0.2669 | 1.0010 | 1.0005 |
529
- | 0.3684 | 16.4828 | 956 | 0.9678 | 0.2669 | 0.9678 | 0.9838 |
530
- | 0.3684 | 16.5172 | 958 | 0.9535 | 0.2669 | 0.9535 | 0.9765 |
531
- | 0.3684 | 16.5517 | 960 | 0.9577 | 0.2669 | 0.9577 | 0.9786 |
532
- | 0.3684 | 16.5862 | 962 | 0.9753 | 0.2669 | 0.9753 | 0.9876 |
533
- | 0.3684 | 16.6207 | 964 | 0.9754 | 0.2669 | 0.9754 | 0.9876 |
534
- | 0.3684 | 16.6552 | 966 | 0.9675 | 0.2669 | 0.9675 | 0.9836 |
535
- | 0.3684 | 16.6897 | 968 | 0.9667 | 0.2669 | 0.9667 | 0.9832 |
536
- | 0.3684 | 16.7241 | 970 | 0.9703 | 0.2669 | 0.9703 | 0.9851 |
537
- | 0.3684 | 16.7586 | 972 | 0.9725 | 0.2669 | 0.9725 | 0.9861 |
538
- | 0.3684 | 16.7931 | 974 | 0.9731 | 0.2669 | 0.9731 | 0.9864 |
539
- | 0.3684 | 16.8276 | 976 | 0.9613 | 0.2072 | 0.9613 | 0.9805 |
540
- | 0.3684 | 16.8621 | 978 | 0.9689 | 0.2072 | 0.9689 | 0.9843 |
541
- | 0.3684 | 16.8966 | 980 | 0.9721 | 0.2072 | 0.9721 | 0.9859 |
542
- | 0.3684 | 16.9310 | 982 | 0.9833 | 0.2072 | 0.9833 | 0.9916 |
543
- | 0.3684 | 16.9655 | 984 | 0.9825 | 0.2072 | 0.9825 | 0.9912 |
544
- | 0.3684 | 17.0 | 986 | 1.0147 | 0.1961 | 1.0147 | 1.0073 |
545
- | 0.3684 | 17.0345 | 988 | 1.0289 | 0.1961 | 1.0289 | 1.0144 |
546
- | 0.3684 | 17.0690 | 990 | 1.0165 | 0.1961 | 1.0165 | 1.0082 |
547
- | 0.3684 | 17.1034 | 992 | 0.9864 | 0.2072 | 0.9864 | 0.9932 |
548
- | 0.3684 | 17.1379 | 994 | 0.9753 | 0.2233 | 0.9753 | 0.9876 |
549
- | 0.3684 | 17.1724 | 996 | 1.0055 | 0.2072 | 1.0055 | 1.0028 |
550
- | 0.3684 | 17.2069 | 998 | 1.0364 | 0.1645 | 1.0364 | 1.0180 |
551
- | 0.0657 | 17.2414 | 1000 | 1.0257 | 0.1645 | 1.0257 | 1.0128 |
552
- | 0.0657 | 17.2759 | 1002 | 1.0545 | 0.1961 | 1.0545 | 1.0269 |
553
- | 0.0657 | 17.3103 | 1004 | 1.0892 | 0.1961 | 1.0892 | 1.0437 |
554
- | 0.0657 | 17.3448 | 1006 | 1.0684 | 0.1961 | 1.0684 | 1.0336 |
555
- | 0.0657 | 17.3793 | 1008 | 1.0518 | 0.1961 | 1.0518 | 1.0256 |
556
- | 0.0657 | 17.4138 | 1010 | 1.0419 | 0.1645 | 1.0419 | 1.0207 |
557
- | 0.0657 | 17.4483 | 1012 | 1.0461 | 0.1645 | 1.0461 | 1.0228 |
558
- | 0.0657 | 17.4828 | 1014 | 1.0446 | 0.1645 | 1.0446 | 1.0221 |
559
- | 0.0657 | 17.5172 | 1016 | 1.0009 | 0.1645 | 1.0009 | 1.0005 |
560
- | 0.0657 | 17.5517 | 1018 | 0.9770 | 0.1645 | 0.9770 | 0.9884 |
561
 
562
 
563
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_task2_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_run2_AugV5_k1_task2_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: 1.2006
19
+ - Qwk: 0.1903
20
+ - Mse: 1.2006
21
+ - Rmse: 1.0957
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.6667 | 2 | 4.7015 | 0.0010 | 4.7015 | 2.1683 |
53
+ | No log | 1.3333 | 4 | 2.6419 | -0.0084 | 2.6419 | 1.6254 |
54
+ | No log | 2.0 | 6 | 2.0221 | -0.0303 | 2.0221 | 1.4220 |
55
+ | No log | 2.6667 | 8 | 1.6172 | -0.0064 | 1.6172 | 1.2717 |
56
+ | No log | 3.3333 | 10 | 1.5607 | -0.0880 | 1.5607 | 1.2493 |
57
+ | No log | 4.0 | 12 | 1.3936 | -0.0422 | 1.3936 | 1.1805 |
58
+ | No log | 4.6667 | 14 | 1.2986 | 0.1207 | 1.2986 | 1.1396 |
59
+ | No log | 5.3333 | 16 | 1.3813 | -0.0806 | 1.3813 | 1.1753 |
60
+ | No log | 6.0 | 18 | 1.3559 | 0.0077 | 1.3559 | 1.1644 |
61
+ | No log | 6.6667 | 20 | 1.2712 | 0.1658 | 1.2712 | 1.1275 |
62
+ | No log | 7.3333 | 22 | 1.2976 | 0.0894 | 1.2976 | 1.1391 |
63
+ | No log | 8.0 | 24 | 1.2969 | 0.0984 | 1.2969 | 1.1388 |
64
+ | No log | 8.6667 | 26 | 1.2242 | 0.1911 | 1.2242 | 1.1064 |
65
+ | No log | 9.3333 | 28 | 1.1934 | 0.2369 | 1.1934 | 1.0924 |
66
+ | No log | 10.0 | 30 | 1.2698 | 0.1108 | 1.2698 | 1.1269 |
67
+ | No log | 10.6667 | 32 | 1.4602 | 0.0057 | 1.4602 | 1.2084 |
68
+ | No log | 11.3333 | 34 | 1.3941 | 0.0831 | 1.3941 | 1.1807 |
69
+ | No log | 12.0 | 36 | 1.1957 | 0.1793 | 1.1957 | 1.0935 |
70
+ | No log | 12.6667 | 38 | 1.1901 | 0.1246 | 1.1901 | 1.0909 |
71
+ | No log | 13.3333 | 40 | 1.1931 | 0.1875 | 1.1931 | 1.0923 |
72
+ | No log | 14.0 | 42 | 1.3756 | 0.0731 | 1.3756 | 1.1729 |
73
+ | No log | 14.6667 | 44 | 1.5641 | -0.0817 | 1.5641 | 1.2506 |
74
+ | No log | 15.3333 | 46 | 1.4320 | 0.1354 | 1.4320 | 1.1967 |
75
+ | No log | 16.0 | 48 | 1.2960 | 0.1362 | 1.2960 | 1.1384 |
76
+ | No log | 16.6667 | 50 | 1.3267 | 0.1423 | 1.3267 | 1.1518 |
77
+ | No log | 17.3333 | 52 | 1.4769 | 0.0421 | 1.4769 | 1.2153 |
78
+ | No log | 18.0 | 54 | 1.5276 | 0.0879 | 1.5276 | 1.2360 |
79
+ | No log | 18.6667 | 56 | 1.6142 | 0.1256 | 1.6142 | 1.2705 |
80
+ | No log | 19.3333 | 58 | 1.4390 | 0.2270 | 1.4390 | 1.1996 |
81
+ | No log | 20.0 | 60 | 1.4708 | 0.2131 | 1.4708 | 1.2128 |
82
+ | No log | 20.6667 | 62 | 1.2796 | 0.2592 | 1.2796 | 1.1312 |
83
+ | No log | 21.3333 | 64 | 1.2614 | 0.2287 | 1.2614 | 1.1231 |
84
+ | No log | 22.0 | 66 | 1.5376 | 0.1709 | 1.5376 | 1.2400 |
85
+ | No log | 22.6667 | 68 | 1.8143 | 0.0303 | 1.8143 | 1.3470 |
86
+ | No log | 23.3333 | 70 | 1.5253 | 0.1785 | 1.5253 | 1.2350 |
87
+ | No log | 24.0 | 72 | 1.2389 | 0.2555 | 1.2389 | 1.1130 |
88
+ | No log | 24.6667 | 74 | 1.2490 | 0.2939 | 1.2490 | 1.1176 |
89
+ | No log | 25.3333 | 76 | 1.3968 | 0.2511 | 1.3968 | 1.1819 |
90
+ | No log | 26.0 | 78 | 1.4691 | 0.1720 | 1.4691 | 1.2121 |
91
+ | No log | 26.6667 | 80 | 1.4560 | 0.2044 | 1.4560 | 1.2066 |
92
+ | No log | 27.3333 | 82 | 1.2788 | 0.3036 | 1.2788 | 1.1308 |
93
+ | No log | 28.0 | 84 | 1.1716 | 0.2306 | 1.1716 | 1.0824 |
94
+ | No log | 28.6667 | 86 | 1.1961 | 0.3036 | 1.1961 | 1.0937 |
95
+ | No log | 29.3333 | 88 | 1.2738 | 0.2920 | 1.2738 | 1.1286 |
96
+ | No log | 30.0 | 90 | 1.1767 | 0.3390 | 1.1767 | 1.0848 |
97
+ | No log | 30.6667 | 92 | 1.2005 | 0.3390 | 1.2005 | 1.0957 |
98
+ | No log | 31.3333 | 94 | 1.3476 | 0.3161 | 1.3476 | 1.1608 |
99
+ | No log | 32.0 | 96 | 1.3075 | 0.2805 | 1.3075 | 1.1434 |
100
+ | No log | 32.6667 | 98 | 1.2458 | 0.3304 | 1.2458 | 1.1162 |
101
+ | No log | 33.3333 | 100 | 1.3202 | 0.2989 | 1.3202 | 1.1490 |
102
+ | No log | 34.0 | 102 | 1.4514 | 0.2581 | 1.4514 | 1.2048 |
103
+ | No log | 34.6667 | 104 | 1.3708 | 0.2917 | 1.3708 | 1.1708 |
104
+ | No log | 35.3333 | 106 | 1.2832 | 0.2700 | 1.2832 | 1.1328 |
105
+ | No log | 36.0 | 108 | 1.1871 | 0.2775 | 1.1871 | 1.0896 |
106
+ | No log | 36.6667 | 110 | 1.1902 | 0.2941 | 1.1902 | 1.0910 |
107
+ | No log | 37.3333 | 112 | 1.2638 | 0.2651 | 1.2638 | 1.1242 |
108
+ | No log | 38.0 | 114 | 1.3650 | 0.2511 | 1.3650 | 1.1683 |
109
+ | No log | 38.6667 | 116 | 1.5673 | 0.1071 | 1.5673 | 1.2519 |
110
+ | No log | 39.3333 | 118 | 1.6968 | 0.1129 | 1.6968 | 1.3026 |
111
+ | No log | 40.0 | 120 | 1.5338 | 0.1991 | 1.5338 | 1.2385 |
112
+ | No log | 40.6667 | 122 | 1.3320 | 0.2902 | 1.3320 | 1.1541 |
113
+ | No log | 41.3333 | 124 | 1.3206 | 0.3012 | 1.3206 | 1.1492 |
114
+ | No log | 42.0 | 126 | 1.4665 | 0.1809 | 1.4665 | 1.2110 |
115
+ | No log | 42.6667 | 128 | 1.6598 | 0.0733 | 1.6598 | 1.2883 |
116
+ | No log | 43.3333 | 130 | 1.5461 | 0.0945 | 1.5461 | 1.2434 |
117
+ | No log | 44.0 | 132 | 1.3363 | 0.2358 | 1.3363 | 1.1560 |
118
+ | No log | 44.6667 | 134 | 1.2658 | 0.2661 | 1.2658 | 1.1251 |
119
+ | No log | 45.3333 | 136 | 1.2822 | 0.2661 | 1.2822 | 1.1323 |
120
+ | No log | 46.0 | 138 | 1.3276 | 0.2293 | 1.3276 | 1.1522 |
121
+ | No log | 46.6667 | 140 | 1.3412 | 0.2293 | 1.3412 | 1.1581 |
122
+ | No log | 47.3333 | 142 | 1.3092 | 0.2661 | 1.3092 | 1.1442 |
123
+ | No log | 48.0 | 144 | 1.2735 | 0.1794 | 1.2735 | 1.1285 |
124
+ | No log | 48.6667 | 146 | 1.2698 | 0.1928 | 1.2698 | 1.1269 |
125
+ | No log | 49.3333 | 148 | 1.2880 | 0.2661 | 1.2880 | 1.1349 |
126
+ | No log | 50.0 | 150 | 1.3487 | 0.2158 | 1.3487 | 1.1613 |
127
+ | No log | 50.6667 | 152 | 1.2973 | 0.2584 | 1.2973 | 1.1390 |
128
+ | No log | 51.3333 | 154 | 1.2180 | 0.2468 | 1.2180 | 1.1036 |
129
+ | No log | 52.0 | 156 | 1.2081 | 0.2468 | 1.2081 | 1.0991 |
130
+ | No log | 52.6667 | 158 | 1.2191 | 0.2447 | 1.2191 | 1.1041 |
131
+ | No log | 53.3333 | 160 | 1.2740 | 0.2211 | 1.2740 | 1.1287 |
132
+ | No log | 54.0 | 162 | 1.3011 | 0.2306 | 1.3011 | 1.1407 |
133
+ | No log | 54.6667 | 164 | 1.3043 | 0.2306 | 1.3043 | 1.1420 |
134
+ | No log | 55.3333 | 166 | 1.2879 | 0.2293 | 1.2879 | 1.1348 |
135
+ | No log | 56.0 | 168 | 1.2883 | 0.2241 | 1.2883 | 1.1350 |
136
+ | No log | 56.6667 | 170 | 1.2975 | 0.2007 | 1.2975 | 1.1391 |
137
+ | No log | 57.3333 | 172 | 1.3200 | 0.1817 | 1.3200 | 1.1489 |
138
+ | No log | 58.0 | 174 | 1.3639 | 0.0988 | 1.3639 | 1.1679 |
139
+ | No log | 58.6667 | 176 | 1.3463 | 0.1576 | 1.3463 | 1.1603 |
140
+ | No log | 59.3333 | 178 | 1.3072 | 0.2211 | 1.3072 | 1.1433 |
141
+ | No log | 60.0 | 180 | 1.2663 | 0.1805 | 1.2663 | 1.1253 |
142
+ | No log | 60.6667 | 182 | 1.2585 | 0.2145 | 1.2585 | 1.1218 |
143
+ | No log | 61.3333 | 184 | 1.2693 | 0.1992 | 1.2693 | 1.1266 |
144
+ | No log | 62.0 | 186 | 1.2838 | 0.2211 | 1.2838 | 1.1330 |
145
+ | No log | 62.6667 | 188 | 1.2948 | 0.2211 | 1.2948 | 1.1379 |
146
+ | No log | 63.3333 | 190 | 1.2934 | 0.2211 | 1.2934 | 1.1373 |
147
+ | No log | 64.0 | 192 | 1.2825 | 0.2211 | 1.2825 | 1.1325 |
148
+ | No log | 64.6667 | 194 | 1.2951 | 0.2113 | 1.2951 | 1.1380 |
149
+ | No log | 65.3333 | 196 | 1.3185 | 0.2113 | 1.3185 | 1.1483 |
150
+ | No log | 66.0 | 198 | 1.3136 | 0.2113 | 1.3136 | 1.1461 |
151
+ | No log | 66.6667 | 200 | 1.2810 | 0.1709 | 1.2810 | 1.1318 |
152
+ | No log | 67.3333 | 202 | 1.2656 | 0.2187 | 1.2656 | 1.1250 |
153
+ | No log | 68.0 | 204 | 1.2599 | 0.2038 | 1.2599 | 1.1225 |
154
+ | No log | 68.6667 | 206 | 1.2534 | 0.1845 | 1.2534 | 1.1195 |
155
+ | No log | 69.3333 | 208 | 1.2710 | 0.2113 | 1.2710 | 1.1274 |
156
+ | No log | 70.0 | 210 | 1.3180 | 0.1519 | 1.3180 | 1.1480 |
157
+ | No log | 70.6667 | 212 | 1.3173 | 0.1519 | 1.3173 | 1.1477 |
158
+ | No log | 71.3333 | 214 | 1.2731 | 0.1968 | 1.2731 | 1.1283 |
159
+ | No log | 72.0 | 216 | 1.2584 | 0.2462 | 1.2584 | 1.1218 |
160
+ | No log | 72.6667 | 218 | 1.2358 | 0.2156 | 1.2358 | 1.1117 |
161
+ | No log | 73.3333 | 220 | 1.2237 | 0.2145 | 1.2237 | 1.1062 |
162
+ | No log | 74.0 | 222 | 1.2283 | 0.2145 | 1.2283 | 1.1083 |
163
+ | No log | 74.6667 | 224 | 1.2432 | 0.2447 | 1.2432 | 1.1150 |
164
+ | No log | 75.3333 | 226 | 1.2583 | 0.2113 | 1.2583 | 1.1218 |
165
+ | No log | 76.0 | 228 | 1.2877 | 0.1919 | 1.2877 | 1.1347 |
166
+ | No log | 76.6667 | 230 | 1.3094 | 0.1576 | 1.3094 | 1.1443 |
167
+ | No log | 77.3333 | 232 | 1.3175 | 0.1687 | 1.3175 | 1.1478 |
168
+ | No log | 78.0 | 234 | 1.2824 | 0.2168 | 1.2824 | 1.1324 |
169
+ | No log | 78.6667 | 236 | 1.2526 | 0.2113 | 1.2526 | 1.1192 |
170
+ | No log | 79.3333 | 238 | 1.2195 | 0.1903 | 1.2195 | 1.1043 |
171
+ | No log | 80.0 | 240 | 1.1946 | 0.2199 | 1.1946 | 1.0930 |
172
+ | No log | 80.6667 | 242 | 1.1783 | 0.2187 | 1.1783 | 1.0855 |
173
+ | No log | 81.3333 | 244 | 1.1735 | 0.2187 | 1.1735 | 1.0833 |
174
+ | No log | 82.0 | 246 | 1.1675 | 0.2187 | 1.1675 | 1.0805 |
175
+ | No log | 82.6667 | 248 | 1.1627 | 0.2336 | 1.1627 | 1.0783 |
176
+ | No log | 83.3333 | 250 | 1.1619 | 0.2001 | 1.1619 | 1.0779 |
177
+ | No log | 84.0 | 252 | 1.1644 | 0.1903 | 1.1644 | 1.0791 |
178
+ | No log | 84.6667 | 254 | 1.1647 | 0.2310 | 1.1647 | 1.0792 |
179
+ | No log | 85.3333 | 256 | 1.1623 | 0.2001 | 1.1623 | 1.0781 |
180
+ | No log | 86.0 | 258 | 1.1574 | 0.2001 | 1.1574 | 1.0758 |
181
+ | No log | 86.6667 | 260 | 1.1631 | 0.2001 | 1.1631 | 1.0785 |
182
+ | No log | 87.3333 | 262 | 1.1735 | 0.2409 | 1.1735 | 1.0833 |
183
+ | No log | 88.0 | 264 | 1.1820 | 0.2462 | 1.1820 | 1.0872 |
184
+ | No log | 88.6667 | 266 | 1.1896 | 0.2113 | 1.1896 | 1.0907 |
185
+ | No log | 89.3333 | 268 | 1.1964 | 0.2113 | 1.1964 | 1.0938 |
186
+ | No log | 90.0 | 270 | 1.2031 | 0.2113 | 1.2031 | 1.0969 |
187
+ | No log | 90.6667 | 272 | 1.2008 | 0.2113 | 1.2008 | 1.0958 |
188
+ | No log | 91.3333 | 274 | 1.1979 | 0.2310 | 1.1979 | 1.0945 |
189
+ | No log | 92.0 | 276 | 1.1964 | 0.1903 | 1.1964 | 1.0938 |
190
+ | No log | 92.6667 | 278 | 1.1959 | 0.1903 | 1.1959 | 1.0936 |
191
+ | No log | 93.3333 | 280 | 1.1963 | 0.1903 | 1.1963 | 1.0937 |
192
+ | No log | 94.0 | 282 | 1.1956 | 0.1903 | 1.1956 | 1.0934 |
193
+ | No log | 94.6667 | 284 | 1.1954 | 0.1903 | 1.1954 | 1.0933 |
194
+ | No log | 95.3333 | 286 | 1.1964 | 0.1903 | 1.1964 | 1.0938 |
195
+ | No log | 96.0 | 288 | 1.1980 | 0.1903 | 1.1980 | 1.0945 |
196
+ | No log | 96.6667 | 290 | 1.1981 | 0.1903 | 1.1981 | 1.0946 |
197
+ | No log | 97.3333 | 292 | 1.1982 | 0.1903 | 1.1982 | 1.0946 |
198
+ | No log | 98.0 | 294 | 1.1994 | 0.1903 | 1.1994 | 1.0952 |
199
+ | No log | 98.6667 | 296 | 1.2002 | 0.1903 | 1.2002 | 1.0955 |
200
+ | No log | 99.3333 | 298 | 1.2005 | 0.1903 | 1.2005 | 1.0957 |
201
+ | No log | 100.0 | 300 | 1.2006 | 0.1903 | 1.2006 | 1.0957 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
202
 
203
 
204
  ### Framework versions