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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k15_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_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k14_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_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k14_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: 0.9503
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- - Qwk: 0.3704
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- - Mse: 0.9503
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- - Rmse: 0.9748
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  ## Model description
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@@ -47,269 +47,522 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0286 | 2 | 4.6151 | -0.0163 | 4.6151 | 2.1483 |
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- | No log | 0.0571 | 4 | 2.8121 | -0.0144 | 2.8121 | 1.6769 |
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- | No log | 0.0857 | 6 | 1.8270 | 0.0062 | 1.8270 | 1.3517 |
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- | No log | 0.1143 | 8 | 1.4869 | 0.0682 | 1.4869 | 1.2194 |
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- | No log | 0.1429 | 10 | 1.7000 | 0.0227 | 1.7000 | 1.3038 |
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- | No log | 0.1714 | 12 | 2.2905 | -0.0361 | 2.2905 | 1.5134 |
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- | No log | 0.2 | 14 | 1.9694 | 0.0283 | 1.9694 | 1.4034 |
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- | No log | 0.2286 | 16 | 1.6821 | 0.0372 | 1.6821 | 1.2970 |
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- | No log | 0.2571 | 18 | 1.4628 | 0.0 | 1.4628 | 1.2095 |
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- | No log | 0.2857 | 20 | 1.5651 | -0.0066 | 1.5651 | 1.2511 |
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- | No log | 0.3143 | 22 | 1.3884 | 0.0714 | 1.3884 | 1.1783 |
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- | No log | 0.3429 | 24 | 1.1266 | 0.1995 | 1.1266 | 1.0614 |
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- | No log | 0.3714 | 26 | 1.1221 | 0.1979 | 1.1221 | 1.0593 |
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- | No log | 0.4 | 28 | 1.0809 | 0.2097 | 1.0809 | 1.0397 |
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- | No log | 0.4286 | 30 | 1.1136 | 0.3603 | 1.1136 | 1.0553 |
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- | No log | 0.4571 | 32 | 1.1909 | 0.2342 | 1.1909 | 1.0913 |
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- | No log | 0.4857 | 34 | 1.2726 | 0.1904 | 1.2726 | 1.1281 |
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- | No log | 0.5143 | 36 | 1.3252 | 0.0714 | 1.3252 | 1.1512 |
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- | No log | 0.5429 | 38 | 1.2383 | 0.1959 | 1.2383 | 1.1128 |
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- | No log | 0.5714 | 40 | 1.1991 | 0.2149 | 1.1991 | 1.0950 |
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- | No log | 0.6 | 42 | 1.2218 | 0.2149 | 1.2218 | 1.1054 |
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- | No log | 0.6286 | 44 | 1.3912 | 0.0537 | 1.3912 | 1.1795 |
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- | No log | 0.6571 | 46 | 1.4341 | 0.0818 | 1.4341 | 1.1976 |
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- | No log | 0.6857 | 48 | 1.3335 | 0.1865 | 1.3335 | 1.1548 |
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- | No log | 0.7143 | 50 | 1.1640 | 0.1999 | 1.1640 | 1.0789 |
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- | No log | 0.7429 | 52 | 1.1191 | 0.2735 | 1.1191 | 1.0579 |
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- | No log | 0.7714 | 54 | 1.2055 | 0.1622 | 1.2055 | 1.0980 |
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- | No log | 0.8 | 56 | 1.3122 | 0.1568 | 1.3122 | 1.1455 |
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- | No log | 0.8286 | 58 | 1.1146 | 0.2786 | 1.1146 | 1.0558 |
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- | No log | 0.8571 | 60 | 1.0613 | 0.3411 | 1.0613 | 1.0302 |
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- | No log | 0.8857 | 62 | 1.0794 | 0.3457 | 1.0794 | 1.0389 |
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- | No log | 0.9143 | 64 | 1.1111 | 0.3441 | 1.1111 | 1.0541 |
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- | No log | 0.9429 | 66 | 1.1814 | 0.2395 | 1.1814 | 1.0869 |
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- | No log | 0.9714 | 68 | 1.2592 | 0.2298 | 1.2592 | 1.1221 |
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- | No log | 1.0 | 70 | 1.5259 | 0.1901 | 1.5259 | 1.2353 |
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- | No log | 1.0286 | 72 | 1.5958 | 0.1949 | 1.5958 | 1.2633 |
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- | No log | 1.0571 | 74 | 1.5498 | 0.1949 | 1.5498 | 1.2449 |
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- | No log | 1.0857 | 76 | 1.3114 | 0.1838 | 1.3114 | 1.1451 |
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- | No log | 1.1143 | 78 | 1.1300 | 0.2654 | 1.1300 | 1.0630 |
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- | No log | 1.1429 | 80 | 1.0554 | 0.3714 | 1.0554 | 1.0273 |
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- | No log | 1.1714 | 82 | 1.0573 | 0.3087 | 1.0573 | 1.0283 |
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- | No log | 1.2 | 84 | 1.0711 | 0.3087 | 1.0711 | 1.0349 |
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- | No log | 1.2286 | 86 | 1.1590 | 0.2298 | 1.1590 | 1.0766 |
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- | No log | 1.2571 | 88 | 1.2904 | 0.1784 | 1.2904 | 1.1359 |
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- | No log | 1.2857 | 90 | 1.5114 | 0.0749 | 1.5114 | 1.2294 |
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- | No log | 1.3143 | 92 | 1.5233 | 0.0766 | 1.5233 | 1.2342 |
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- | No log | 1.3429 | 94 | 1.3694 | 0.1080 | 1.3694 | 1.1702 |
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- | No log | 1.3714 | 96 | 1.1658 | 0.1865 | 1.1658 | 1.0797 |
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- | No log | 1.4 | 98 | 1.0079 | 0.3544 | 1.0079 | 1.0039 |
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- | No log | 1.4286 | 100 | 0.9663 | 0.3779 | 0.9663 | 0.9830 |
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- | No log | 1.4571 | 102 | 0.9437 | 0.3779 | 0.9437 | 0.9715 |
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- | No log | 1.4857 | 104 | 0.9041 | 0.4075 | 0.9041 | 0.9508 |
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- | No log | 1.5143 | 106 | 0.9107 | 0.3909 | 0.9107 | 0.9543 |
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- | No log | 1.5429 | 108 | 1.0489 | 0.3791 | 1.0489 | 1.0242 |
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- | No log | 1.5714 | 110 | 1.2791 | 0.3679 | 1.2791 | 1.1310 |
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- | No log | 1.6 | 112 | 1.3188 | 0.3907 | 1.3188 | 1.1484 |
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- | No log | 1.6286 | 114 | 1.4219 | 0.3659 | 1.4219 | 1.1924 |
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- | No log | 1.6571 | 116 | 1.3685 | 0.3898 | 1.3685 | 1.1698 |
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- | No log | 1.6857 | 118 | 1.1491 | 0.3839 | 1.1491 | 1.0720 |
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- | No log | 1.7143 | 120 | 1.0806 | 0.3763 | 1.0806 | 1.0395 |
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- | No log | 1.7429 | 122 | 1.0132 | 0.4338 | 1.0132 | 1.0066 |
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- | No log | 1.7714 | 124 | 1.0549 | 0.3330 | 1.0549 | 1.0271 |
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- | No log | 1.8 | 126 | 0.9481 | 0.4978 | 0.9481 | 0.9737 |
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- | No log | 1.8286 | 128 | 0.9422 | 0.5647 | 0.9422 | 0.9706 |
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- | No log | 1.8571 | 130 | 1.0265 | 0.4392 | 1.0265 | 1.0132 |
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- | No log | 1.8857 | 132 | 0.9991 | 0.4176 | 0.9991 | 0.9995 |
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- | No log | 1.9143 | 134 | 0.9463 | 0.5302 | 0.9463 | 0.9728 |
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- | No log | 1.9429 | 136 | 0.9528 | 0.5777 | 0.9528 | 0.9761 |
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- | No log | 1.9714 | 138 | 0.9447 | 0.5622 | 0.9447 | 0.9719 |
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- | No log | 2.0 | 140 | 0.9343 | 0.5701 | 0.9343 | 0.9666 |
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- | No log | 2.0286 | 142 | 0.9813 | 0.4425 | 0.9813 | 0.9906 |
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- | No log | 2.0571 | 144 | 1.0714 | 0.3255 | 1.0714 | 1.0351 |
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- | No log | 2.0857 | 146 | 1.0559 | 0.3389 | 1.0559 | 1.0276 |
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- | No log | 2.1143 | 148 | 1.0323 | 0.3347 | 1.0323 | 1.0160 |
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- | No log | 2.1429 | 150 | 1.0034 | 0.4514 | 1.0034 | 1.0017 |
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- | No log | 2.1714 | 152 | 1.0406 | 0.3342 | 1.0406 | 1.0201 |
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- | No log | 2.2 | 154 | 1.0687 | 0.3793 | 1.0687 | 1.0338 |
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- | No log | 2.2286 | 156 | 1.0265 | 0.4463 | 1.0265 | 1.0132 |
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- | No log | 2.2571 | 158 | 1.1680 | 0.3232 | 1.1680 | 1.0807 |
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- | No log | 2.2857 | 160 | 1.2498 | 0.3361 | 1.2498 | 1.1180 |
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- | No log | 2.3143 | 162 | 1.0661 | 0.3634 | 1.0661 | 1.0325 |
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- | No log | 2.3429 | 164 | 0.9727 | 0.3802 | 0.9727 | 0.9863 |
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- | No log | 2.3714 | 166 | 1.0254 | 0.4074 | 1.0254 | 1.0126 |
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- | No log | 2.4 | 168 | 0.9761 | 0.3621 | 0.9761 | 0.9880 |
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- | No log | 2.4286 | 170 | 0.9217 | 0.3927 | 0.9217 | 0.9601 |
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- | No log | 2.4571 | 172 | 0.9735 | 0.4061 | 0.9735 | 0.9866 |
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- | No log | 2.4857 | 174 | 1.1712 | 0.3080 | 1.1712 | 1.0822 |
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- | No log | 2.5143 | 176 | 1.1696 | 0.3080 | 1.1696 | 1.0815 |
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- | No log | 2.5429 | 178 | 0.9836 | 0.4380 | 0.9836 | 0.9917 |
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- | No log | 2.5714 | 180 | 0.8916 | 0.4434 | 0.8916 | 0.9442 |
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- | No log | 2.6 | 182 | 0.9185 | 0.4465 | 0.9185 | 0.9584 |
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- | No log | 2.6286 | 184 | 0.9384 | 0.4470 | 0.9384 | 0.9687 |
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- | No log | 2.6571 | 186 | 0.9281 | 0.3909 | 0.9281 | 0.9634 |
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- | No log | 2.6857 | 188 | 1.0160 | 0.3981 | 1.0160 | 1.0080 |
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- | No log | 2.7143 | 190 | 1.1389 | 0.3429 | 1.1389 | 1.0672 |
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- | No log | 2.7429 | 192 | 1.1568 | 0.3377 | 1.1568 | 1.0756 |
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- | No log | 2.7714 | 194 | 1.1221 | 0.3622 | 1.1221 | 1.0593 |
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- | No log | 2.8 | 196 | 1.0622 | 0.4155 | 1.0622 | 1.0307 |
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- | No log | 2.8286 | 198 | 0.9829 | 0.3942 | 0.9829 | 0.9914 |
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- | No log | 2.8571 | 200 | 0.9494 | 0.4137 | 0.9494 | 0.9744 |
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- | No log | 2.8857 | 202 | 0.9855 | 0.4606 | 0.9855 | 0.9927 |
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- | No log | 2.9143 | 204 | 1.1219 | 0.4701 | 1.1219 | 1.0592 |
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- | No log | 2.9429 | 206 | 1.0924 | 0.4453 | 1.0924 | 1.0452 |
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- | No log | 2.9714 | 208 | 0.9960 | 0.4392 | 0.9960 | 0.9980 |
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- | No log | 3.0 | 210 | 1.0384 | 0.4058 | 1.0384 | 1.0190 |
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- | No log | 3.0286 | 212 | 1.0931 | 0.3674 | 1.0931 | 1.0455 |
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- | No log | 3.0571 | 214 | 1.0780 | 0.2703 | 1.0780 | 1.0383 |
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- | No log | 3.0857 | 216 | 1.1083 | 0.3472 | 1.1083 | 1.0528 |
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- | No log | 3.1143 | 218 | 1.1700 | 0.3480 | 1.1700 | 1.0816 |
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- | No log | 3.1429 | 220 | 1.1326 | 0.3806 | 1.1326 | 1.0642 |
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- | No log | 3.1714 | 222 | 1.0810 | 0.3354 | 1.0810 | 1.0397 |
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- | No log | 3.2 | 224 | 1.0886 | 0.2230 | 1.0886 | 1.0434 |
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- | No log | 3.2286 | 226 | 1.0827 | 0.3015 | 1.0827 | 1.0405 |
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- | No log | 3.2571 | 228 | 1.1704 | 0.3128 | 1.1704 | 1.0819 |
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- | No log | 3.2857 | 230 | 1.3991 | 0.2191 | 1.3991 | 1.1828 |
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- | No log | 3.3143 | 232 | 1.4633 | 0.2453 | 1.4633 | 1.2097 |
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- | No log | 3.3429 | 234 | 1.3011 | 0.2840 | 1.3011 | 1.1406 |
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- | No log | 3.3714 | 236 | 1.1110 | 0.3759 | 1.1110 | 1.0540 |
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- | No log | 3.4 | 238 | 1.0336 | 0.3486 | 1.0336 | 1.0167 |
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- | No log | 3.4286 | 240 | 1.0204 | 0.3969 | 1.0204 | 1.0101 |
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- | No log | 3.4571 | 242 | 1.0476 | 0.3516 | 1.0476 | 1.0235 |
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- | No log | 3.4857 | 244 | 1.1159 | 0.3078 | 1.1159 | 1.0564 |
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- | No log | 3.5143 | 246 | 1.1580 | 0.3590 | 1.1580 | 1.0761 |
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- | No log | 3.5429 | 248 | 1.2181 | 0.3202 | 1.2181 | 1.1037 |
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- | No log | 3.5714 | 250 | 1.1790 | 0.3549 | 1.1790 | 1.0858 |
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- | No log | 3.6 | 252 | 1.0970 | 0.3601 | 1.0970 | 1.0474 |
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- | No log | 3.6286 | 254 | 0.9996 | 0.3256 | 0.9996 | 0.9998 |
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- | No log | 3.6571 | 256 | 0.9635 | 0.3529 | 0.9635 | 0.9816 |
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- | No log | 3.6857 | 258 | 1.0094 | 0.3584 | 1.0094 | 1.0047 |
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- | No log | 3.7143 | 260 | 1.0350 | 0.3624 | 1.0350 | 1.0174 |
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- | No log | 3.7429 | 262 | 1.0446 | 0.3928 | 1.0446 | 1.0221 |
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- | No log | 3.7714 | 264 | 0.9997 | 0.3494 | 0.9997 | 0.9999 |
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- | No log | 3.8 | 266 | 0.9379 | 0.4181 | 0.9379 | 0.9685 |
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- | No log | 3.8286 | 268 | 0.9295 | 0.4963 | 0.9295 | 0.9641 |
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- | No log | 3.8571 | 270 | 0.9242 | 0.4181 | 0.9242 | 0.9614 |
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- | No log | 3.8857 | 272 | 0.9317 | 0.4120 | 0.9317 | 0.9652 |
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- | No log | 3.9143 | 274 | 0.9563 | 0.3584 | 0.9563 | 0.9779 |
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- | No log | 3.9429 | 276 | 0.9979 | 0.3841 | 0.9979 | 0.9989 |
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- | No log | 3.9714 | 278 | 0.9796 | 0.4104 | 0.9796 | 0.9897 |
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- | No log | 4.0 | 280 | 0.9280 | 0.4658 | 0.9280 | 0.9633 |
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- | No log | 4.0286 | 282 | 0.9314 | 0.4535 | 0.9314 | 0.9651 |
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- | No log | 4.0571 | 284 | 0.9645 | 0.4792 | 0.9645 | 0.9821 |
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- | No log | 4.0857 | 286 | 0.9977 | 0.4082 | 0.9977 | 0.9988 |
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- | No log | 4.1143 | 288 | 0.9675 | 0.4328 | 0.9675 | 0.9836 |
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- | No log | 4.1429 | 290 | 0.9530 | 0.3953 | 0.9530 | 0.9762 |
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- | No log | 4.1714 | 292 | 0.9612 | 0.4123 | 0.9612 | 0.9804 |
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- | No log | 4.2 | 294 | 1.0426 | 0.3805 | 1.0426 | 1.0211 |
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- | No log | 4.2286 | 296 | 1.2338 | 0.3482 | 1.2338 | 1.1108 |
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- | No log | 4.2571 | 298 | 1.2266 | 0.3482 | 1.2266 | 1.1075 |
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- | No log | 4.2857 | 300 | 1.0627 | 0.3534 | 1.0627 | 1.0309 |
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- | No log | 4.3143 | 302 | 0.9520 | 0.3497 | 0.9520 | 0.9757 |
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- | No log | 4.3429 | 304 | 0.9375 | 0.4381 | 0.9375 | 0.9683 |
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- | No log | 4.3714 | 306 | 0.9347 | 0.3938 | 0.9347 | 0.9668 |
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- | No log | 4.4 | 308 | 0.9851 | 0.3572 | 0.9851 | 0.9925 |
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- | No log | 4.4286 | 310 | 1.0331 | 0.3705 | 1.0331 | 1.0164 |
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- | No log | 4.4571 | 312 | 0.9708 | 0.3852 | 0.9708 | 0.9853 |
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- | No log | 4.4857 | 314 | 0.9298 | 0.3830 | 0.9298 | 0.9643 |
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- | No log | 4.5143 | 316 | 0.9544 | 0.3070 | 0.9544 | 0.9769 |
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- | No log | 4.5429 | 318 | 0.9645 | 0.3223 | 0.9645 | 0.9821 |
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- | No log | 4.5714 | 320 | 0.9736 | 0.2681 | 0.9736 | 0.9867 |
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- | No log | 4.6 | 322 | 1.0138 | 0.2986 | 1.0138 | 1.0069 |
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- | No log | 4.6286 | 324 | 1.0893 | 0.3696 | 1.0893 | 1.0437 |
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- | No log | 4.6571 | 326 | 1.0790 | 0.3601 | 1.0790 | 1.0388 |
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- | No log | 4.6857 | 328 | 0.9740 | 0.2795 | 0.9740 | 0.9869 |
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- | No log | 4.7143 | 330 | 0.9469 | 0.3643 | 0.9469 | 0.9731 |
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- | No log | 4.7429 | 332 | 0.9955 | 0.3285 | 0.9955 | 0.9978 |
218
- | No log | 4.7714 | 334 | 0.9857 | 0.3196 | 0.9857 | 0.9928 |
219
- | No log | 4.8 | 336 | 0.9250 | 0.3771 | 0.9250 | 0.9618 |
220
- | No log | 4.8286 | 338 | 0.9571 | 0.4175 | 0.9571 | 0.9783 |
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- | No log | 4.8571 | 340 | 0.9950 | 0.3935 | 0.9950 | 0.9975 |
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- | No log | 4.8857 | 342 | 0.9603 | 0.4500 | 0.9603 | 0.9800 |
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- | No log | 4.9143 | 344 | 0.9578 | 0.4368 | 0.9578 | 0.9787 |
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- | No log | 4.9429 | 346 | 0.9388 | 0.4257 | 0.9388 | 0.9689 |
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- | No log | 4.9714 | 348 | 0.9587 | 0.2970 | 0.9587 | 0.9791 |
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- | No log | 5.0 | 350 | 0.9636 | 0.3326 | 0.9636 | 0.9817 |
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- | No log | 5.0286 | 352 | 0.9743 | 0.3095 | 0.9743 | 0.9871 |
228
- | No log | 5.0571 | 354 | 0.9993 | 0.3559 | 0.9993 | 0.9996 |
229
- | No log | 5.0857 | 356 | 1.0415 | 0.3665 | 1.0415 | 1.0206 |
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- | No log | 5.1143 | 358 | 1.1234 | 0.3972 | 1.1234 | 1.0599 |
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- | No log | 5.1429 | 360 | 1.0823 | 0.3665 | 1.0823 | 1.0403 |
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- | No log | 5.1714 | 362 | 0.9900 | 0.3294 | 0.9900 | 0.9950 |
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- | No log | 5.2 | 364 | 0.9679 | 0.3539 | 0.9679 | 0.9838 |
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- | No log | 5.2286 | 366 | 0.9710 | 0.3974 | 0.9710 | 0.9854 |
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- | No log | 5.2571 | 368 | 0.9977 | 0.4 | 0.9977 | 0.9989 |
236
- | No log | 5.2857 | 370 | 1.0032 | 0.3806 | 1.0032 | 1.0016 |
237
- | No log | 5.3143 | 372 | 0.9730 | 0.3974 | 0.9730 | 0.9864 |
238
- | No log | 5.3429 | 374 | 0.9775 | 0.2968 | 0.9775 | 0.9887 |
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- | No log | 5.3714 | 376 | 0.9898 | 0.3788 | 0.9898 | 0.9949 |
240
- | No log | 5.4 | 378 | 1.0251 | 0.3256 | 1.0251 | 1.0125 |
241
- | No log | 5.4286 | 380 | 1.1786 | 0.4005 | 1.1786 | 1.0856 |
242
- | No log | 5.4571 | 382 | 1.3447 | 0.2942 | 1.3447 | 1.1596 |
243
- | No log | 5.4857 | 384 | 1.2976 | 0.2942 | 1.2976 | 1.1391 |
244
- | No log | 5.5143 | 386 | 1.1709 | 0.3535 | 1.1709 | 1.0821 |
245
- | No log | 5.5429 | 388 | 1.0465 | 0.3897 | 1.0465 | 1.0230 |
246
- | No log | 5.5714 | 390 | 1.0027 | 0.2707 | 1.0027 | 1.0013 |
247
- | No log | 5.6 | 392 | 1.0157 | 0.2904 | 1.0157 | 1.0078 |
248
- | No log | 5.6286 | 394 | 0.9961 | 0.2707 | 0.9961 | 0.9980 |
249
- | No log | 5.6571 | 396 | 1.0022 | 0.4615 | 1.0022 | 1.0011 |
250
- | No log | 5.6857 | 398 | 1.1216 | 0.3883 | 1.1216 | 1.0591 |
251
- | No log | 5.7143 | 400 | 1.2050 | 0.3293 | 1.2050 | 1.0977 |
252
- | No log | 5.7429 | 402 | 1.1260 | 0.3584 | 1.1260 | 1.0611 |
253
- | No log | 5.7714 | 404 | 1.0182 | 0.4234 | 1.0182 | 1.0091 |
254
- | No log | 5.8 | 406 | 1.0262 | 0.3191 | 1.0262 | 1.0130 |
255
- | No log | 5.8286 | 408 | 1.0579 | 0.3464 | 1.0579 | 1.0285 |
256
- | No log | 5.8571 | 410 | 1.0181 | 0.3191 | 1.0181 | 1.0090 |
257
- | No log | 5.8857 | 412 | 0.9701 | 0.2503 | 0.9701 | 0.9849 |
258
- | No log | 5.9143 | 414 | 1.0008 | 0.3747 | 1.0008 | 1.0004 |
259
- | No log | 5.9429 | 416 | 1.0229 | 0.3839 | 1.0229 | 1.0114 |
260
- | No log | 5.9714 | 418 | 0.9874 | 0.3806 | 0.9874 | 0.9937 |
261
- | No log | 6.0 | 420 | 0.9424 | 0.3933 | 0.9424 | 0.9708 |
262
- | No log | 6.0286 | 422 | 0.9638 | 0.2673 | 0.9638 | 0.9817 |
263
- | No log | 6.0571 | 424 | 1.0188 | 0.3451 | 1.0188 | 1.0094 |
264
- | No log | 6.0857 | 426 | 1.0029 | 0.3645 | 1.0029 | 1.0015 |
265
- | No log | 6.1143 | 428 | 0.9382 | 0.2640 | 0.9382 | 0.9686 |
266
- | No log | 6.1429 | 430 | 0.9243 | 0.2939 | 0.9243 | 0.9614 |
267
- | No log | 6.1714 | 432 | 0.9507 | 0.3708 | 0.9507 | 0.9750 |
268
- | No log | 6.2 | 434 | 0.9538 | 0.3708 | 0.9538 | 0.9766 |
269
- | No log | 6.2286 | 436 | 0.9508 | 0.3663 | 0.9508 | 0.9751 |
270
- | No log | 6.2571 | 438 | 0.9567 | 0.3557 | 0.9567 | 0.9781 |
271
- | No log | 6.2857 | 440 | 0.9529 | 0.3145 | 0.9529 | 0.9761 |
272
- | No log | 6.3143 | 442 | 0.9391 | 0.2743 | 0.9391 | 0.9690 |
273
- | No log | 6.3429 | 444 | 0.9267 | 0.3263 | 0.9267 | 0.9627 |
274
- | No log | 6.3714 | 446 | 0.9053 | 0.3511 | 0.9053 | 0.9515 |
275
- | No log | 6.4 | 448 | 0.8823 | 0.4122 | 0.8823 | 0.9393 |
276
- | No log | 6.4286 | 450 | 0.8698 | 0.4120 | 0.8698 | 0.9326 |
277
- | No log | 6.4571 | 452 | 0.8615 | 0.4120 | 0.8615 | 0.9282 |
278
- | No log | 6.4857 | 454 | 0.8553 | 0.4257 | 0.8553 | 0.9248 |
279
- | No log | 6.5143 | 456 | 0.8524 | 0.3979 | 0.8524 | 0.9233 |
280
- | No log | 6.5429 | 458 | 0.8708 | 0.4359 | 0.8708 | 0.9332 |
281
- | No log | 6.5714 | 460 | 0.9282 | 0.4096 | 0.9282 | 0.9634 |
282
- | No log | 6.6 | 462 | 0.9881 | 0.4100 | 0.9881 | 0.9940 |
283
- | No log | 6.6286 | 464 | 0.9711 | 0.3082 | 0.9711 | 0.9855 |
284
- | No log | 6.6571 | 466 | 0.9121 | 0.4158 | 0.9121 | 0.9550 |
285
- | No log | 6.6857 | 468 | 0.8982 | 0.3744 | 0.8982 | 0.9477 |
286
- | No log | 6.7143 | 470 | 0.9195 | 0.3609 | 0.9195 | 0.9589 |
287
- | No log | 6.7429 | 472 | 0.9110 | 0.3408 | 0.9110 | 0.9545 |
288
- | No log | 6.7714 | 474 | 0.9210 | 0.3408 | 0.9210 | 0.9597 |
289
- | No log | 6.8 | 476 | 0.9380 | 0.3190 | 0.9380 | 0.9685 |
290
- | No log | 6.8286 | 478 | 0.9623 | 0.3337 | 0.9623 | 0.9810 |
291
- | No log | 6.8571 | 480 | 0.9661 | 0.3583 | 0.9661 | 0.9829 |
292
- | No log | 6.8857 | 482 | 0.9660 | 0.3869 | 0.9660 | 0.9829 |
293
- | No log | 6.9143 | 484 | 1.0447 | 0.3843 | 1.0447 | 1.0221 |
294
- | No log | 6.9429 | 486 | 1.0984 | 0.3710 | 1.0984 | 1.0480 |
295
- | No log | 6.9714 | 488 | 1.0134 | 0.3634 | 1.0134 | 1.0067 |
296
- | No log | 7.0 | 490 | 0.9665 | 0.3542 | 0.9665 | 0.9831 |
297
- | No log | 7.0286 | 492 | 0.9447 | 0.3527 | 0.9447 | 0.9720 |
298
- | No log | 7.0571 | 494 | 0.9440 | 0.3571 | 0.9440 | 0.9716 |
299
- | No log | 7.0857 | 496 | 0.9912 | 0.4116 | 0.9912 | 0.9956 |
300
- | No log | 7.1143 | 498 | 1.0466 | 0.3875 | 1.0466 | 1.0230 |
301
- | 0.3733 | 7.1429 | 500 | 1.1242 | 0.3955 | 1.1242 | 1.0603 |
302
- | 0.3733 | 7.1714 | 502 | 1.1250 | 0.3650 | 1.1250 | 1.0607 |
303
- | 0.3733 | 7.2 | 504 | 1.0117 | 0.4283 | 1.0117 | 1.0058 |
304
- | 0.3733 | 7.2286 | 506 | 0.9447 | 0.4435 | 0.9447 | 0.9720 |
305
- | 0.3733 | 7.2571 | 508 | 0.9213 | 0.4004 | 0.9213 | 0.9598 |
306
- | 0.3733 | 7.2857 | 510 | 0.9356 | 0.3942 | 0.9356 | 0.9673 |
307
- | 0.3733 | 7.3143 | 512 | 0.9202 | 0.4175 | 0.9202 | 0.9593 |
308
- | 0.3733 | 7.3429 | 514 | 0.9075 | 0.3714 | 0.9075 | 0.9526 |
309
- | 0.3733 | 7.3714 | 516 | 0.9172 | 0.3714 | 0.9172 | 0.9577 |
310
- | 0.3733 | 7.4 | 518 | 0.9488 | 0.3602 | 0.9488 | 0.9741 |
311
- | 0.3733 | 7.4286 | 520 | 0.9703 | 0.3256 | 0.9703 | 0.9850 |
312
- | 0.3733 | 7.4571 | 522 | 0.9503 | 0.3704 | 0.9503 | 0.9748 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
313
 
314
 
315
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k15_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_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k15_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: 1.0702
19
+ - Qwk: 0.2942
20
+ - Mse: 1.0702
21
+ - Rmse: 1.0345
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0267 | 2 | 4.9191 | -0.0020 | 4.9191 | 2.2179 |
53
+ | No log | 0.0533 | 4 | 2.7383 | -0.0559 | 2.7383 | 1.6548 |
54
+ | No log | 0.08 | 6 | 2.1395 | -0.0233 | 2.1395 | 1.4627 |
55
+ | No log | 0.1067 | 8 | 1.6799 | 0.0372 | 1.6799 | 1.2961 |
56
+ | No log | 0.1333 | 10 | 1.2821 | 0.0587 | 1.2821 | 1.1323 |
57
+ | No log | 0.16 | 12 | 1.1459 | 0.2619 | 1.1459 | 1.0705 |
58
+ | No log | 0.1867 | 14 | 1.5403 | 0.0538 | 1.5403 | 1.2411 |
59
+ | No log | 0.2133 | 16 | 1.6112 | 0.0227 | 1.6112 | 1.2693 |
60
+ | No log | 0.24 | 18 | 1.2891 | 0.0426 | 1.2891 | 1.1354 |
61
+ | No log | 0.2667 | 20 | 1.1353 | 0.2491 | 1.1353 | 1.0655 |
62
+ | No log | 0.2933 | 22 | 1.0674 | 0.3087 | 1.0674 | 1.0331 |
63
+ | No log | 0.32 | 24 | 1.0818 | 0.2386 | 1.0818 | 1.0401 |
64
+ | No log | 0.3467 | 26 | 1.0870 | 0.2386 | 1.0870 | 1.0426 |
65
+ | No log | 0.3733 | 28 | 1.0868 | 0.2735 | 1.0868 | 1.0425 |
66
+ | No log | 0.4 | 30 | 1.2112 | 0.2439 | 1.2112 | 1.1005 |
67
+ | No log | 0.4267 | 32 | 1.4295 | 0.0915 | 1.4295 | 1.1956 |
68
+ | No log | 0.4533 | 34 | 1.5255 | 0.1251 | 1.5255 | 1.2351 |
69
+ | No log | 0.48 | 36 | 1.7835 | 0.1477 | 1.7835 | 1.3355 |
70
+ | No log | 0.5067 | 38 | 1.8034 | 0.2007 | 1.8034 | 1.3429 |
71
+ | No log | 0.5333 | 40 | 1.6465 | 0.0575 | 1.6465 | 1.2832 |
72
+ | No log | 0.56 | 42 | 1.3730 | 0.0776 | 1.3730 | 1.1718 |
73
+ | No log | 0.5867 | 44 | 1.1924 | 0.2298 | 1.1924 | 1.0920 |
74
+ | No log | 0.6133 | 46 | 1.1050 | 0.3183 | 1.1050 | 1.0512 |
75
+ | No log | 0.64 | 48 | 1.2856 | 0.1438 | 1.2856 | 1.1339 |
76
+ | No log | 0.6667 | 50 | 1.2937 | 0.1495 | 1.2937 | 1.1374 |
77
+ | No log | 0.6933 | 52 | 1.2960 | 0.1875 | 1.2960 | 1.1384 |
78
+ | No log | 0.72 | 54 | 1.0719 | 0.3447 | 1.0719 | 1.0353 |
79
+ | No log | 0.7467 | 56 | 0.9432 | 0.4056 | 0.9432 | 0.9712 |
80
+ | No log | 0.7733 | 58 | 1.0739 | 0.3009 | 1.0739 | 1.0363 |
81
+ | No log | 0.8 | 60 | 1.4630 | 0.1501 | 1.4630 | 1.2096 |
82
+ | No log | 0.8267 | 62 | 1.7576 | 0.1456 | 1.7576 | 1.3257 |
83
+ | No log | 0.8533 | 64 | 1.5704 | 0.1298 | 1.5704 | 1.2531 |
84
+ | No log | 0.88 | 66 | 1.2827 | 0.3108 | 1.2827 | 1.1325 |
85
+ | No log | 0.9067 | 68 | 0.9780 | 0.4094 | 0.9780 | 0.9889 |
86
+ | No log | 0.9333 | 70 | 0.9738 | 0.4235 | 0.9738 | 0.9868 |
87
+ | No log | 0.96 | 72 | 1.1418 | 0.4259 | 1.1418 | 1.0685 |
88
+ | No log | 0.9867 | 74 | 1.7584 | 0.2554 | 1.7584 | 1.3260 |
89
+ | No log | 1.0133 | 76 | 1.9577 | 0.2406 | 1.9577 | 1.3992 |
90
+ | No log | 1.04 | 78 | 1.6028 | 0.3049 | 1.6028 | 1.2660 |
91
+ | No log | 1.0667 | 80 | 1.2771 | 0.3462 | 1.2771 | 1.1301 |
92
+ | No log | 1.0933 | 82 | 1.0146 | 0.3797 | 1.0146 | 1.0073 |
93
+ | No log | 1.12 | 84 | 0.9796 | 0.4105 | 0.9796 | 0.9897 |
94
+ | No log | 1.1467 | 86 | 1.0117 | 0.3338 | 1.0117 | 1.0058 |
95
+ | No log | 1.1733 | 88 | 1.1433 | 0.2613 | 1.1433 | 1.0693 |
96
+ | No log | 1.2 | 90 | 1.2913 | 0.2471 | 1.2913 | 1.1364 |
97
+ | No log | 1.2267 | 92 | 1.2648 | 0.2512 | 1.2648 | 1.1246 |
98
+ | No log | 1.2533 | 94 | 1.2149 | 0.2763 | 1.2149 | 1.1022 |
99
+ | No log | 1.28 | 96 | 1.1836 | 0.3742 | 1.1836 | 1.0880 |
100
+ | No log | 1.3067 | 98 | 1.2866 | 0.3745 | 1.2866 | 1.1343 |
101
+ | No log | 1.3333 | 100 | 1.3911 | 0.3387 | 1.3911 | 1.1795 |
102
+ | No log | 1.3600 | 102 | 1.2685 | 0.4105 | 1.2685 | 1.1263 |
103
+ | No log | 1.3867 | 104 | 1.0882 | 0.3323 | 1.0882 | 1.0432 |
104
+ | No log | 1.4133 | 106 | 1.0135 | 0.3708 | 1.0135 | 1.0067 |
105
+ | No log | 1.44 | 108 | 1.0927 | 0.3351 | 1.0927 | 1.0453 |
106
+ | No log | 1.4667 | 110 | 1.5395 | 0.3173 | 1.5395 | 1.2407 |
107
+ | No log | 1.4933 | 112 | 1.7908 | 0.2146 | 1.7908 | 1.3382 |
108
+ | No log | 1.52 | 114 | 1.5502 | 0.3070 | 1.5502 | 1.2451 |
109
+ | No log | 1.5467 | 116 | 1.2245 | 0.2969 | 1.2245 | 1.1066 |
110
+ | No log | 1.5733 | 118 | 1.2282 | 0.2822 | 1.2282 | 1.1082 |
111
+ | No log | 1.6 | 120 | 1.3542 | 0.2606 | 1.3542 | 1.1637 |
112
+ | No log | 1.6267 | 122 | 1.6517 | 0.1960 | 1.6517 | 1.2852 |
113
+ | No log | 1.6533 | 124 | 1.6443 | 0.1960 | 1.6443 | 1.2823 |
114
+ | No log | 1.6800 | 126 | 1.5280 | 0.1585 | 1.5280 | 1.2361 |
115
+ | No log | 1.7067 | 128 | 1.5424 | 0.1901 | 1.5424 | 1.2419 |
116
+ | No log | 1.7333 | 130 | 1.4673 | 0.1707 | 1.4673 | 1.2113 |
117
+ | No log | 1.76 | 132 | 1.2557 | 0.2739 | 1.2557 | 1.1206 |
118
+ | No log | 1.7867 | 134 | 1.2490 | 0.2863 | 1.2490 | 1.1176 |
119
+ | No log | 1.8133 | 136 | 1.4502 | 0.3152 | 1.4502 | 1.2042 |
120
+ | No log | 1.8400 | 138 | 1.7947 | 0.1874 | 1.7947 | 1.3397 |
121
+ | No log | 1.8667 | 140 | 1.4718 | 0.3204 | 1.4718 | 1.2132 |
122
+ | No log | 1.8933 | 142 | 1.1243 | 0.2566 | 1.1243 | 1.0603 |
123
+ | No log | 1.92 | 144 | 1.1833 | 0.2155 | 1.1833 | 1.0878 |
124
+ | No log | 1.9467 | 146 | 1.1564 | 0.1966 | 1.1564 | 1.0754 |
125
+ | No log | 1.9733 | 148 | 1.1188 | 0.2815 | 1.1188 | 1.0577 |
126
+ | No log | 2.0 | 150 | 1.3116 | 0.3231 | 1.3116 | 1.1453 |
127
+ | No log | 2.0267 | 152 | 1.2709 | 0.2864 | 1.2709 | 1.1274 |
128
+ | No log | 2.0533 | 154 | 1.1973 | 0.2380 | 1.1973 | 1.0942 |
129
+ | No log | 2.08 | 156 | 1.1966 | 0.2511 | 1.1966 | 1.0939 |
130
+ | No log | 2.1067 | 158 | 1.3702 | 0.3108 | 1.3702 | 1.1705 |
131
+ | No log | 2.1333 | 160 | 1.3398 | 0.3363 | 1.3398 | 1.1575 |
132
+ | No log | 2.16 | 162 | 1.3540 | 0.3277 | 1.3540 | 1.1636 |
133
+ | No log | 2.1867 | 164 | 1.3462 | 0.3277 | 1.3462 | 1.1603 |
134
+ | No log | 2.2133 | 166 | 1.2165 | 0.2524 | 1.2165 | 1.1030 |
135
+ | No log | 2.24 | 168 | 1.3222 | 0.3621 | 1.3222 | 1.1499 |
136
+ | No log | 2.2667 | 170 | 1.2974 | 0.3621 | 1.2974 | 1.1390 |
137
+ | No log | 2.2933 | 172 | 1.1715 | 0.2832 | 1.1715 | 1.0824 |
138
+ | No log | 2.32 | 174 | 1.0949 | 0.2550 | 1.0949 | 1.0464 |
139
+ | No log | 2.3467 | 176 | 1.0472 | 0.3699 | 1.0472 | 1.0233 |
140
+ | No log | 2.3733 | 178 | 1.0386 | 0.3282 | 1.0386 | 1.0191 |
141
+ | No log | 2.4 | 180 | 1.2139 | 0.3512 | 1.2139 | 1.1018 |
142
+ | No log | 2.4267 | 182 | 1.8219 | 0.1987 | 1.8219 | 1.3498 |
143
+ | No log | 2.4533 | 184 | 2.3026 | 0.1069 | 2.3026 | 1.5174 |
144
+ | No log | 2.48 | 186 | 2.2016 | 0.1438 | 2.2016 | 1.4838 |
145
+ | No log | 2.5067 | 188 | 1.6780 | 0.2966 | 1.6780 | 1.2954 |
146
+ | No log | 2.5333 | 190 | 1.1542 | 0.3757 | 1.1542 | 1.0743 |
147
+ | No log | 2.56 | 192 | 1.0663 | 0.3643 | 1.0663 | 1.0326 |
148
+ | No log | 2.5867 | 194 | 1.0671 | 0.3816 | 1.0671 | 1.0330 |
149
+ | No log | 2.6133 | 196 | 1.0330 | 0.2485 | 1.0330 | 1.0164 |
150
+ | No log | 2.64 | 198 | 1.1233 | 0.375 | 1.1233 | 1.0598 |
151
+ | No log | 2.6667 | 200 | 1.2423 | 0.3471 | 1.2423 | 1.1146 |
152
+ | No log | 2.6933 | 202 | 1.2273 | 0.3601 | 1.2273 | 1.1078 |
153
+ | No log | 2.7200 | 204 | 1.1104 | 0.2939 | 1.1104 | 1.0538 |
154
+ | No log | 2.7467 | 206 | 1.0525 | 0.2296 | 1.0525 | 1.0259 |
155
+ | No log | 2.7733 | 208 | 1.0558 | 0.2562 | 1.0558 | 1.0275 |
156
+ | No log | 2.8 | 210 | 1.0562 | 0.3018 | 1.0562 | 1.0277 |
157
+ | No log | 2.8267 | 212 | 1.1414 | 0.3546 | 1.1414 | 1.0684 |
158
+ | No log | 2.8533 | 214 | 1.3829 | 0.3184 | 1.3829 | 1.1760 |
159
+ | No log | 2.88 | 216 | 1.6447 | 0.2221 | 1.6447 | 1.2825 |
160
+ | No log | 2.9067 | 218 | 1.7555 | 0.1941 | 1.7555 | 1.3249 |
161
+ | No log | 2.9333 | 220 | 1.5231 | 0.2459 | 1.5231 | 1.2341 |
162
+ | No log | 2.96 | 222 | 1.2377 | 0.3238 | 1.2377 | 1.1125 |
163
+ | No log | 2.9867 | 224 | 1.1934 | 0.2825 | 1.1934 | 1.0924 |
164
+ | No log | 3.0133 | 226 | 1.1696 | 0.3106 | 1.1696 | 1.0815 |
165
+ | No log | 3.04 | 228 | 1.2664 | 0.3207 | 1.2664 | 1.1254 |
166
+ | No log | 3.0667 | 230 | 1.4399 | 0.2155 | 1.4399 | 1.2000 |
167
+ | No log | 3.0933 | 232 | 1.4432 | 0.2155 | 1.4432 | 1.2013 |
168
+ | No log | 3.12 | 234 | 1.2633 | 0.3144 | 1.2633 | 1.1240 |
169
+ | No log | 3.1467 | 236 | 1.1011 | 0.2417 | 1.1011 | 1.0493 |
170
+ | No log | 3.1733 | 238 | 1.0648 | 0.1904 | 1.0648 | 1.0319 |
171
+ | No log | 3.2 | 240 | 1.0578 | 0.2364 | 1.0578 | 1.0285 |
172
+ | No log | 3.2267 | 242 | 1.0744 | 0.2319 | 1.0744 | 1.0365 |
173
+ | No log | 3.2533 | 244 | 1.0422 | 0.2515 | 1.0422 | 1.0209 |
174
+ | No log | 3.2800 | 246 | 1.0217 | 0.2416 | 1.0217 | 1.0108 |
175
+ | No log | 3.3067 | 248 | 1.0164 | 0.2520 | 1.0164 | 1.0082 |
176
+ | No log | 3.3333 | 250 | 1.0178 | 0.2528 | 1.0178 | 1.0089 |
177
+ | No log | 3.36 | 252 | 1.0334 | 0.2747 | 1.0334 | 1.0166 |
178
+ | No log | 3.3867 | 254 | 1.1679 | 0.3471 | 1.1679 | 1.0807 |
179
+ | No log | 3.4133 | 256 | 1.3248 | 0.3249 | 1.3248 | 1.1510 |
180
+ | No log | 3.44 | 258 | 1.3082 | 0.3525 | 1.3082 | 1.1437 |
181
+ | No log | 3.4667 | 260 | 1.0896 | 0.3887 | 1.0896 | 1.0438 |
182
+ | No log | 3.4933 | 262 | 0.9768 | 0.3525 | 0.9768 | 0.9884 |
183
+ | No log | 3.52 | 264 | 1.0052 | 0.3268 | 1.0052 | 1.0026 |
184
+ | No log | 3.5467 | 266 | 1.0111 | 0.3021 | 1.0111 | 1.0055 |
185
+ | No log | 3.5733 | 268 | 0.9792 | 0.2946 | 0.9792 | 0.9895 |
186
+ | No log | 3.6 | 270 | 0.9940 | 0.2572 | 0.9940 | 0.9970 |
187
+ | No log | 3.6267 | 272 | 1.1038 | 0.3877 | 1.1038 | 1.0506 |
188
+ | No log | 3.6533 | 274 | 1.3739 | 0.3516 | 1.3739 | 1.1721 |
189
+ | No log | 3.68 | 276 | 1.5190 | 0.3164 | 1.5190 | 1.2325 |
190
+ | No log | 3.7067 | 278 | 1.4529 | 0.3002 | 1.4529 | 1.2054 |
191
+ | No log | 3.7333 | 280 | 1.2603 | 0.3611 | 1.2603 | 1.1226 |
192
+ | No log | 3.76 | 282 | 1.0652 | 0.3276 | 1.0652 | 1.0321 |
193
+ | No log | 3.7867 | 284 | 1.0241 | 0.2627 | 1.0241 | 1.0120 |
194
+ | No log | 3.8133 | 286 | 1.0557 | 0.3635 | 1.0557 | 1.0275 |
195
+ | No log | 3.84 | 288 | 1.0633 | 0.3545 | 1.0633 | 1.0312 |
196
+ | No log | 3.8667 | 290 | 1.0626 | 0.2831 | 1.0626 | 1.0308 |
197
+ | No log | 3.8933 | 292 | 1.1260 | 0.3255 | 1.1260 | 1.0611 |
198
+ | No log | 3.92 | 294 | 1.2534 | 0.3348 | 1.2534 | 1.1195 |
199
+ | No log | 3.9467 | 296 | 1.2732 | 0.3108 | 1.2732 | 1.1284 |
200
+ | No log | 3.9733 | 298 | 1.1541 | 0.3918 | 1.1541 | 1.0743 |
201
+ | No log | 4.0 | 300 | 1.0624 | 0.2892 | 1.0624 | 1.0307 |
202
+ | No log | 4.0267 | 302 | 1.0361 | 0.2394 | 1.0361 | 1.0179 |
203
+ | No log | 4.0533 | 304 | 1.0495 | 0.2462 | 1.0495 | 1.0245 |
204
+ | No log | 4.08 | 306 | 1.1149 | 0.2432 | 1.1149 | 1.0559 |
205
+ | No log | 4.1067 | 308 | 1.2909 | 0.3435 | 1.2909 | 1.1362 |
206
+ | No log | 4.1333 | 310 | 1.3836 | 0.2474 | 1.3836 | 1.1762 |
207
+ | No log | 4.16 | 312 | 1.3380 | 0.2863 | 1.3380 | 1.1567 |
208
+ | No log | 4.1867 | 314 | 1.1952 | 0.3672 | 1.1952 | 1.0933 |
209
+ | No log | 4.2133 | 316 | 1.1151 | 0.2239 | 1.1151 | 1.0560 |
210
+ | No log | 4.24 | 318 | 1.1151 | 0.2845 | 1.1151 | 1.0560 |
211
+ | No log | 4.2667 | 320 | 1.1339 | 0.2526 | 1.1339 | 1.0649 |
212
+ | No log | 4.2933 | 322 | 1.2065 | 0.3297 | 1.2065 | 1.0984 |
213
+ | No log | 4.32 | 324 | 1.2365 | 0.2081 | 1.2365 | 1.1120 |
214
+ | No log | 4.3467 | 326 | 1.1974 | 0.2403 | 1.1974 | 1.0943 |
215
+ | No log | 4.3733 | 328 | 1.0900 | 0.2966 | 1.0900 | 1.0440 |
216
+ | No log | 4.4 | 330 | 1.0609 | 0.3210 | 1.0609 | 1.0300 |
217
+ | No log | 4.4267 | 332 | 1.0596 | 0.2229 | 1.0596 | 1.0294 |
218
+ | No log | 4.4533 | 334 | 1.0714 | 0.2229 | 1.0714 | 1.0351 |
219
+ | No log | 4.48 | 336 | 1.0980 | 0.2919 | 1.0980 | 1.0478 |
220
+ | No log | 4.5067 | 338 | 1.1296 | 0.2804 | 1.1296 | 1.0628 |
221
+ | No log | 4.5333 | 340 | 1.1255 | 0.2804 | 1.1255 | 1.0609 |
222
+ | No log | 4.5600 | 342 | 1.0699 | 0.3293 | 1.0699 | 1.0343 |
223
+ | No log | 4.5867 | 344 | 1.0159 | 0.3590 | 1.0159 | 1.0079 |
224
+ | No log | 4.6133 | 346 | 0.9912 | 0.3590 | 0.9912 | 0.9956 |
225
+ | No log | 4.64 | 348 | 0.9701 | 0.2968 | 0.9701 | 0.9849 |
226
+ | No log | 4.6667 | 350 | 1.0397 | 0.3157 | 1.0397 | 1.0196 |
227
+ | No log | 4.6933 | 352 | 1.0879 | 0.3790 | 1.0879 | 1.0430 |
228
+ | No log | 4.72 | 354 | 1.1314 | 0.3521 | 1.1314 | 1.0637 |
229
+ | No log | 4.7467 | 356 | 1.1084 | 0.3321 | 1.1084 | 1.0528 |
230
+ | No log | 4.7733 | 358 | 1.0475 | 0.3758 | 1.0475 | 1.0235 |
231
+ | No log | 4.8 | 360 | 1.0592 | 0.3186 | 1.0592 | 1.0292 |
232
+ | No log | 4.8267 | 362 | 1.0602 | 0.3186 | 1.0602 | 1.0296 |
233
+ | No log | 4.8533 | 364 | 1.0653 | 0.2523 | 1.0653 | 1.0321 |
234
+ | No log | 4.88 | 366 | 1.0712 | 0.2539 | 1.0713 | 1.0350 |
235
+ | No log | 4.9067 | 368 | 1.0311 | 0.2409 | 1.0311 | 1.0154 |
236
+ | No log | 4.9333 | 370 | 1.0078 | 0.2409 | 1.0078 | 1.0039 |
237
+ | No log | 4.96 | 372 | 1.0111 | 0.2814 | 1.0111 | 1.0055 |
238
+ | No log | 4.9867 | 374 | 1.0948 | 0.2913 | 1.0948 | 1.0463 |
239
+ | No log | 5.0133 | 376 | 1.1927 | 0.2984 | 1.1927 | 1.0921 |
240
+ | No log | 5.04 | 378 | 1.1589 | 0.2912 | 1.1589 | 1.0765 |
241
+ | No log | 5.0667 | 380 | 1.0708 | 0.2417 | 1.0708 | 1.0348 |
242
+ | No log | 5.0933 | 382 | 1.0415 | 0.2610 | 1.0415 | 1.0206 |
243
+ | No log | 5.12 | 384 | 1.0511 | 0.2528 | 1.0511 | 1.0252 |
244
+ | No log | 5.1467 | 386 | 1.0495 | 0.2322 | 1.0495 | 1.0245 |
245
+ | No log | 5.1733 | 388 | 1.0767 | 0.2113 | 1.0767 | 1.0376 |
246
+ | No log | 5.2 | 390 | 1.1537 | 0.1927 | 1.1537 | 1.0741 |
247
+ | No log | 5.2267 | 392 | 1.2346 | 0.2473 | 1.2346 | 1.1111 |
248
+ | No log | 5.2533 | 394 | 1.2304 | 0.2473 | 1.2304 | 1.1092 |
249
+ | No log | 5.28 | 396 | 1.2245 | 0.2825 | 1.2245 | 1.1066 |
250
+ | No log | 5.3067 | 398 | 1.2616 | 0.2473 | 1.2616 | 1.1232 |
251
+ | No log | 5.3333 | 400 | 1.3257 | 0.2554 | 1.3257 | 1.1514 |
252
+ | No log | 5.36 | 402 | 1.3413 | 0.2544 | 1.3413 | 1.1582 |
253
+ | No log | 5.3867 | 404 | 1.3717 | 0.2589 | 1.3717 | 1.1712 |
254
+ | No log | 5.4133 | 406 | 1.3239 | 0.2473 | 1.3239 | 1.1506 |
255
+ | No log | 5.44 | 408 | 1.1691 | 0.2328 | 1.1691 | 1.0812 |
256
+ | No log | 5.4667 | 410 | 1.1071 | 0.2331 | 1.1071 | 1.0522 |
257
+ | No log | 5.4933 | 412 | 1.1145 | 0.2404 | 1.1145 | 1.0557 |
258
+ | No log | 5.52 | 414 | 1.1519 | 0.1500 | 1.1519 | 1.0733 |
259
+ | No log | 5.5467 | 416 | 1.1716 | 0.1829 | 1.1716 | 1.0824 |
260
+ | No log | 5.5733 | 418 | 1.1397 | 0.1913 | 1.1397 | 1.0676 |
261
+ | No log | 5.6 | 420 | 1.0802 | 0.2765 | 1.0802 | 1.0393 |
262
+ | No log | 5.6267 | 422 | 1.0629 | 0.2765 | 1.0629 | 1.0310 |
263
+ | No log | 5.6533 | 424 | 1.0479 | 0.2502 | 1.0479 | 1.0237 |
264
+ | No log | 5.68 | 426 | 1.0407 | 0.2942 | 1.0407 | 1.0201 |
265
+ | No log | 5.7067 | 428 | 1.1092 | 0.2485 | 1.1092 | 1.0532 |
266
+ | No log | 5.7333 | 430 | 1.1745 | 0.2816 | 1.1745 | 1.0837 |
267
+ | No log | 5.76 | 432 | 1.1270 | 0.2572 | 1.1270 | 1.0616 |
268
+ | No log | 5.7867 | 434 | 1.0551 | 0.2253 | 1.0551 | 1.0272 |
269
+ | No log | 5.8133 | 436 | 1.0585 | 0.2627 | 1.0585 | 1.0288 |
270
+ | No log | 5.84 | 438 | 1.0666 | 0.2883 | 1.0666 | 1.0328 |
271
+ | No log | 5.8667 | 440 | 1.0362 | 0.2903 | 1.0362 | 1.0179 |
272
+ | No log | 5.8933 | 442 | 1.0621 | 0.1822 | 1.0621 | 1.0306 |
273
+ | No log | 5.92 | 444 | 1.1124 | 0.2871 | 1.1124 | 1.0547 |
274
+ | No log | 5.9467 | 446 | 1.0964 | 0.2069 | 1.0964 | 1.0471 |
275
+ | No log | 5.9733 | 448 | 1.0699 | 0.1444 | 1.0699 | 1.0344 |
276
+ | No log | 6.0 | 450 | 1.0612 | 0.2188 | 1.0612 | 1.0301 |
277
+ | No log | 6.0267 | 452 | 1.0764 | 0.2402 | 1.0764 | 1.0375 |
278
+ | No log | 6.0533 | 454 | 1.0830 | 0.2113 | 1.0830 | 1.0407 |
279
+ | No log | 6.08 | 456 | 1.0665 | 0.2409 | 1.0665 | 1.0327 |
280
+ | No log | 6.1067 | 458 | 1.0603 | 0.2057 | 1.0603 | 1.0297 |
281
+ | No log | 6.1333 | 460 | 1.0498 | 0.1960 | 1.0498 | 1.0246 |
282
+ | No log | 6.16 | 462 | 1.0629 | 0.1960 | 1.0629 | 1.0310 |
283
+ | No log | 6.1867 | 464 | 1.0731 | 0.1967 | 1.0731 | 1.0359 |
284
+ | No log | 6.2133 | 466 | 1.0513 | 0.1960 | 1.0513 | 1.0253 |
285
+ | No log | 6.24 | 468 | 1.0305 | 0.2283 | 1.0305 | 1.0152 |
286
+ | No log | 6.2667 | 470 | 1.0387 | 0.3043 | 1.0387 | 1.0192 |
287
+ | No log | 6.2933 | 472 | 1.0612 | 0.3134 | 1.0612 | 1.0301 |
288
+ | No log | 6.32 | 474 | 1.0281 | 0.3136 | 1.0281 | 1.0139 |
289
+ | No log | 6.3467 | 476 | 0.9973 | 0.3463 | 0.9973 | 0.9986 |
290
+ | No log | 6.3733 | 478 | 1.0172 | 0.2310 | 1.0172 | 1.0086 |
291
+ | No log | 6.4 | 480 | 1.1138 | 0.3267 | 1.1138 | 1.0554 |
292
+ | No log | 6.4267 | 482 | 1.1667 | 0.3535 | 1.1667 | 1.0802 |
293
+ | No log | 6.4533 | 484 | 1.1175 | 0.3007 | 1.1175 | 1.0571 |
294
+ | No log | 6.48 | 486 | 1.0946 | 0.3280 | 1.0946 | 1.0462 |
295
+ | No log | 6.5067 | 488 | 1.0270 | 0.2877 | 1.0270 | 1.0134 |
296
+ | No log | 6.5333 | 490 | 1.0191 | 0.2812 | 1.0191 | 1.0095 |
297
+ | No log | 6.5600 | 492 | 1.0297 | 0.2950 | 1.0297 | 1.0148 |
298
+ | No log | 6.5867 | 494 | 1.0330 | 0.2950 | 1.0330 | 1.0164 |
299
+ | No log | 6.6133 | 496 | 1.0373 | 0.2424 | 1.0373 | 1.0185 |
300
+ | No log | 6.64 | 498 | 1.0688 | 0.2306 | 1.0688 | 1.0338 |
301
+ | 0.3647 | 6.6667 | 500 | 1.1329 | 0.1889 | 1.1329 | 1.0644 |
302
+ | 0.3647 | 6.6933 | 502 | 1.1075 | 0.2233 | 1.1075 | 1.0524 |
303
+ | 0.3647 | 6.72 | 504 | 1.0704 | 0.2669 | 1.0704 | 1.0346 |
304
+ | 0.3647 | 6.7467 | 506 | 1.0923 | 0.2718 | 1.0923 | 1.0451 |
305
+ | 0.3647 | 6.7733 | 508 | 1.1025 | 0.3237 | 1.1025 | 1.0500 |
306
+ | 0.3647 | 6.8 | 510 | 1.0837 | 0.2963 | 1.0837 | 1.0410 |
307
+ | 0.3647 | 6.8267 | 512 | 1.0994 | 0.2670 | 1.0994 | 1.0485 |
308
+ | 0.3647 | 6.8533 | 514 | 1.1352 | 0.2900 | 1.1352 | 1.0654 |
309
+ | 0.3647 | 6.88 | 516 | 1.1954 | 0.2600 | 1.1954 | 1.0933 |
310
+ | 0.3647 | 6.9067 | 518 | 1.1812 | 0.2900 | 1.1812 | 1.0868 |
311
+ | 0.3647 | 6.9333 | 520 | 1.0980 | 0.1921 | 1.0980 | 1.0478 |
312
+ | 0.3647 | 6.96 | 522 | 1.0637 | 0.2677 | 1.0637 | 1.0314 |
313
+ | 0.3647 | 6.9867 | 524 | 1.0680 | 0.2239 | 1.0680 | 1.0334 |
314
+ | 0.3647 | 7.0133 | 526 | 1.0590 | 0.3185 | 1.0590 | 1.0291 |
315
+ | 0.3647 | 7.04 | 528 | 1.0570 | 0.3185 | 1.0570 | 1.0281 |
316
+ | 0.3647 | 7.0667 | 530 | 1.0606 | 0.3039 | 1.0606 | 1.0299 |
317
+ | 0.3647 | 7.0933 | 532 | 1.0577 | 0.3137 | 1.0577 | 1.0284 |
318
+ | 0.3647 | 7.12 | 534 | 1.0501 | 0.2871 | 1.0501 | 1.0247 |
319
+ | 0.3647 | 7.1467 | 536 | 1.0653 | 0.2529 | 1.0653 | 1.0321 |
320
+ | 0.3647 | 7.1733 | 538 | 1.0859 | 0.2896 | 1.0859 | 1.0420 |
321
+ | 0.3647 | 7.2 | 540 | 1.0579 | 0.2896 | 1.0579 | 1.0285 |
322
+ | 0.3647 | 7.2267 | 542 | 1.0262 | 0.2823 | 1.0262 | 1.0130 |
323
+ | 0.3647 | 7.2533 | 544 | 1.0118 | 0.2871 | 1.0118 | 1.0059 |
324
+ | 0.3647 | 7.28 | 546 | 1.0105 | 0.3142 | 1.0105 | 1.0052 |
325
+ | 0.3647 | 7.3067 | 548 | 1.0095 | 0.2793 | 1.0095 | 1.0047 |
326
+ | 0.3647 | 7.3333 | 550 | 1.0108 | 0.2647 | 1.0108 | 1.0054 |
327
+ | 0.3647 | 7.36 | 552 | 1.0021 | 0.3062 | 1.0021 | 1.0011 |
328
+ | 0.3647 | 7.3867 | 554 | 0.9955 | 0.3678 | 0.9955 | 0.9977 |
329
+ | 0.3647 | 7.4133 | 556 | 0.9874 | 0.3913 | 0.9874 | 0.9937 |
330
+ | 0.3647 | 7.44 | 558 | 0.9680 | 0.4286 | 0.9680 | 0.9839 |
331
+ | 0.3647 | 7.4667 | 560 | 0.9539 | 0.4454 | 0.9539 | 0.9767 |
332
+ | 0.3647 | 7.4933 | 562 | 0.9505 | 0.4161 | 0.9505 | 0.9749 |
333
+ | 0.3647 | 7.52 | 564 | 0.9532 | 0.4385 | 0.9532 | 0.9763 |
334
+ | 0.3647 | 7.5467 | 566 | 0.9738 | 0.3875 | 0.9738 | 0.9868 |
335
+ | 0.3647 | 7.5733 | 568 | 0.9717 | 0.3829 | 0.9717 | 0.9857 |
336
+ | 0.3647 | 7.6 | 570 | 0.9587 | 0.3925 | 0.9587 | 0.9791 |
337
+ | 0.3647 | 7.6267 | 572 | 0.9767 | 0.3861 | 0.9767 | 0.9883 |
338
+ | 0.3647 | 7.6533 | 574 | 1.0222 | 0.3697 | 1.0222 | 1.0110 |
339
+ | 0.3647 | 7.68 | 576 | 1.0340 | 0.3449 | 1.0340 | 1.0168 |
340
+ | 0.3647 | 7.7067 | 578 | 1.0291 | 0.3705 | 1.0291 | 1.0145 |
341
+ | 0.3647 | 7.7333 | 580 | 1.0499 | 0.3180 | 1.0499 | 1.0246 |
342
+ | 0.3647 | 7.76 | 582 | 1.1258 | 0.2851 | 1.1258 | 1.0610 |
343
+ | 0.3647 | 7.7867 | 584 | 1.1815 | 0.3184 | 1.1815 | 1.0870 |
344
+ | 0.3647 | 7.8133 | 586 | 1.1779 | 0.3184 | 1.1779 | 1.0853 |
345
+ | 0.3647 | 7.84 | 588 | 1.1516 | 0.2920 | 1.1516 | 1.0731 |
346
+ | 0.3647 | 7.8667 | 590 | 1.0714 | 0.2967 | 1.0714 | 1.0351 |
347
+ | 0.3647 | 7.8933 | 592 | 1.0356 | 0.3661 | 1.0356 | 1.0176 |
348
+ | 0.3647 | 7.92 | 594 | 1.0260 | 0.3756 | 1.0260 | 1.0129 |
349
+ | 0.3647 | 7.9467 | 596 | 1.0145 | 0.3756 | 1.0145 | 1.0072 |
350
+ | 0.3647 | 7.9733 | 598 | 1.0101 | 0.3085 | 1.0101 | 1.0050 |
351
+ | 0.3647 | 8.0 | 600 | 1.0117 | 0.3458 | 1.0117 | 1.0059 |
352
+ | 0.3647 | 8.0267 | 602 | 1.0154 | 0.3406 | 1.0154 | 1.0077 |
353
+ | 0.3647 | 8.0533 | 604 | 1.0389 | 0.3572 | 1.0389 | 1.0193 |
354
+ | 0.3647 | 8.08 | 606 | 1.1146 | 0.3207 | 1.1146 | 1.0557 |
355
+ | 0.3647 | 8.1067 | 608 | 1.1586 | 0.3267 | 1.1586 | 1.0764 |
356
+ | 0.3647 | 8.1333 | 610 | 1.1004 | 0.3207 | 1.1004 | 1.0490 |
357
+ | 0.3647 | 8.16 | 612 | 1.0089 | 0.3985 | 1.0089 | 1.0044 |
358
+ | 0.3647 | 8.1867 | 614 | 0.9710 | 0.3788 | 0.9710 | 0.9854 |
359
+ | 0.3647 | 8.2133 | 616 | 0.9726 | 0.3902 | 0.9726 | 0.9862 |
360
+ | 0.3647 | 8.24 | 618 | 0.9743 | 0.3522 | 0.9743 | 0.9870 |
361
+ | 0.3647 | 8.2667 | 620 | 0.9622 | 0.3845 | 0.9622 | 0.9809 |
362
+ | 0.3647 | 8.2933 | 622 | 0.9602 | 0.3829 | 0.9602 | 0.9799 |
363
+ | 0.3647 | 8.32 | 624 | 0.9561 | 0.3829 | 0.9561 | 0.9778 |
364
+ | 0.3647 | 8.3467 | 626 | 0.9491 | 0.4159 | 0.9491 | 0.9742 |
365
+ | 0.3647 | 8.3733 | 628 | 0.9504 | 0.4385 | 0.9504 | 0.9749 |
366
+ | 0.3647 | 8.4 | 630 | 0.9549 | 0.4084 | 0.9549 | 0.9772 |
367
+ | 0.3647 | 8.4267 | 632 | 0.9570 | 0.3796 | 0.9570 | 0.9783 |
368
+ | 0.3647 | 8.4533 | 634 | 0.9687 | 0.3829 | 0.9687 | 0.9842 |
369
+ | 0.3647 | 8.48 | 636 | 0.9868 | 0.3458 | 0.9868 | 0.9934 |
370
+ | 0.3647 | 8.5067 | 638 | 0.9973 | 0.3458 | 0.9973 | 0.9987 |
371
+ | 0.3647 | 8.5333 | 640 | 1.0049 | 0.3458 | 1.0049 | 1.0024 |
372
+ | 0.3647 | 8.56 | 642 | 1.0171 | 0.4007 | 1.0171 | 1.0085 |
373
+ | 0.3647 | 8.5867 | 644 | 1.0179 | 0.3126 | 1.0179 | 1.0089 |
374
+ | 0.3647 | 8.6133 | 646 | 0.9938 | 0.3965 | 0.9938 | 0.9969 |
375
+ | 0.3647 | 8.64 | 648 | 0.9867 | 0.3723 | 0.9867 | 0.9933 |
376
+ | 0.3647 | 8.6667 | 650 | 0.9701 | 0.3723 | 0.9701 | 0.9849 |
377
+ | 0.3647 | 8.6933 | 652 | 0.9650 | 0.3584 | 0.9650 | 0.9823 |
378
+ | 0.3647 | 8.72 | 654 | 0.9718 | 0.3723 | 0.9718 | 0.9858 |
379
+ | 0.3647 | 8.7467 | 656 | 0.9796 | 0.3723 | 0.9796 | 0.9898 |
380
+ | 0.3647 | 8.7733 | 658 | 0.9898 | 0.3723 | 0.9898 | 0.9949 |
381
+ | 0.3647 | 8.8 | 660 | 1.0063 | 0.3584 | 1.0063 | 1.0032 |
382
+ | 0.3647 | 8.8267 | 662 | 1.0273 | 0.3390 | 1.0273 | 1.0136 |
383
+ | 0.3647 | 8.8533 | 664 | 1.0297 | 0.3205 | 1.0297 | 1.0147 |
384
+ | 0.3647 | 8.88 | 666 | 1.0448 | 0.2871 | 1.0448 | 1.0222 |
385
+ | 0.3647 | 8.9067 | 668 | 1.0767 | 0.2824 | 1.0767 | 1.0376 |
386
+ | 0.3647 | 8.9333 | 670 | 1.0599 | 0.3205 | 1.0599 | 1.0295 |
387
+ | 0.3647 | 8.96 | 672 | 1.0243 | 0.3180 | 1.0243 | 1.0121 |
388
+ | 0.3647 | 8.9867 | 674 | 1.0161 | 0.3565 | 1.0161 | 1.0080 |
389
+ | 0.3647 | 9.0133 | 676 | 1.0252 | 0.3632 | 1.0252 | 1.0125 |
390
+ | 0.3647 | 9.04 | 678 | 1.0235 | 0.3854 | 1.0235 | 1.0117 |
391
+ | 0.3647 | 9.0667 | 680 | 1.0166 | 0.3753 | 1.0166 | 1.0083 |
392
+ | 0.3647 | 9.0933 | 682 | 1.0075 | 0.3309 | 1.0075 | 1.0037 |
393
+ | 0.3647 | 9.12 | 684 | 0.9966 | 0.3319 | 0.9966 | 0.9983 |
394
+ | 0.3647 | 9.1467 | 686 | 1.0009 | 0.3648 | 1.0009 | 1.0004 |
395
+ | 0.3647 | 9.1733 | 688 | 0.9980 | 0.3827 | 0.9980 | 0.9990 |
396
+ | 0.3647 | 9.2 | 690 | 0.9800 | 0.3472 | 0.9800 | 0.9899 |
397
+ | 0.3647 | 9.2267 | 692 | 0.9880 | 0.3826 | 0.9880 | 0.9940 |
398
+ | 0.3647 | 9.2533 | 694 | 1.0149 | 0.3654 | 1.0149 | 1.0074 |
399
+ | 0.3647 | 9.28 | 696 | 1.0237 | 0.3654 | 1.0237 | 1.0118 |
400
+ | 0.3647 | 9.3067 | 698 | 0.9966 | 0.3874 | 0.9966 | 0.9983 |
401
+ | 0.3647 | 9.3333 | 700 | 0.9545 | 0.3619 | 0.9545 | 0.9770 |
402
+ | 0.3647 | 9.36 | 702 | 0.9394 | 0.3875 | 0.9394 | 0.9692 |
403
+ | 0.3647 | 9.3867 | 704 | 0.9455 | 0.4233 | 0.9455 | 0.9724 |
404
+ | 0.3647 | 9.4133 | 706 | 0.9540 | 0.3319 | 0.9540 | 0.9767 |
405
+ | 0.3647 | 9.44 | 708 | 0.9687 | 0.3948 | 0.9687 | 0.9842 |
406
+ | 0.3647 | 9.4667 | 710 | 1.0068 | 0.3632 | 1.0068 | 1.0034 |
407
+ | 0.3647 | 9.4933 | 712 | 1.0387 | 0.3136 | 1.0387 | 1.0192 |
408
+ | 0.3647 | 9.52 | 714 | 1.0279 | 0.3684 | 1.0279 | 1.0139 |
409
+ | 0.3647 | 9.5467 | 716 | 1.0046 | 0.3641 | 1.0046 | 1.0023 |
410
+ | 0.3647 | 9.5733 | 718 | 0.9994 | 0.3369 | 0.9994 | 0.9997 |
411
+ | 0.3647 | 9.6 | 720 | 0.9972 | 0.3804 | 0.9972 | 0.9986 |
412
+ | 0.3647 | 9.6267 | 722 | 1.0021 | 0.3566 | 1.0021 | 1.0011 |
413
+ | 0.3647 | 9.6533 | 724 | 1.0109 | 0.3852 | 1.0109 | 1.0054 |
414
+ | 0.3647 | 9.68 | 726 | 1.0257 | 0.3902 | 1.0257 | 1.0128 |
415
+ | 0.3647 | 9.7067 | 728 | 1.0318 | 0.3902 | 1.0318 | 1.0158 |
416
+ | 0.3647 | 9.7333 | 730 | 1.0306 | 0.3511 | 1.0306 | 1.0152 |
417
+ | 0.3647 | 9.76 | 732 | 1.0450 | 0.2650 | 1.0450 | 1.0223 |
418
+ | 0.3647 | 9.7867 | 734 | 1.0717 | 0.3146 | 1.0717 | 1.0352 |
419
+ | 0.3647 | 9.8133 | 736 | 1.1340 | 0.3052 | 1.1340 | 1.0649 |
420
+ | 0.3647 | 9.84 | 738 | 1.1754 | 0.3672 | 1.1754 | 1.0841 |
421
+ | 0.3647 | 9.8667 | 740 | 1.1567 | 0.3404 | 1.1567 | 1.0755 |
422
+ | 0.3647 | 9.8933 | 742 | 1.0751 | 0.3146 | 1.0751 | 1.0369 |
423
+ | 0.3647 | 9.92 | 744 | 1.0339 | 0.3741 | 1.0339 | 1.0168 |
424
+ | 0.3647 | 9.9467 | 746 | 1.0360 | 0.3344 | 1.0360 | 1.0178 |
425
+ | 0.3647 | 9.9733 | 748 | 1.0448 | 0.3225 | 1.0448 | 1.0222 |
426
+ | 0.3647 | 10.0 | 750 | 1.0369 | 0.3445 | 1.0369 | 1.0183 |
427
+ | 0.3647 | 10.0267 | 752 | 1.0683 | 0.2896 | 1.0683 | 1.0336 |
428
+ | 0.3647 | 10.0533 | 754 | 1.1501 | 0.3273 | 1.1501 | 1.0724 |
429
+ | 0.3647 | 10.08 | 756 | 1.1410 | 0.3347 | 1.1410 | 1.0682 |
430
+ | 0.3647 | 10.1067 | 758 | 1.0709 | 0.3262 | 1.0709 | 1.0349 |
431
+ | 0.3647 | 10.1333 | 760 | 1.0077 | 0.3511 | 1.0077 | 1.0039 |
432
+ | 0.3647 | 10.16 | 762 | 1.0188 | 0.3753 | 1.0188 | 1.0094 |
433
+ | 0.3647 | 10.1867 | 764 | 1.0375 | 0.4062 | 1.0375 | 1.0186 |
434
+ | 0.3647 | 10.2133 | 766 | 1.0268 | 0.3861 | 1.0268 | 1.0133 |
435
+ | 0.3647 | 10.24 | 768 | 1.0102 | 0.3552 | 1.0102 | 1.0051 |
436
+ | 0.3647 | 10.2667 | 770 | 1.0247 | 0.2728 | 1.0247 | 1.0123 |
437
+ | 0.3647 | 10.2933 | 772 | 1.0638 | 0.3262 | 1.0638 | 1.0314 |
438
+ | 0.3647 | 10.32 | 774 | 1.0705 | 0.3262 | 1.0705 | 1.0347 |
439
+ | 0.3647 | 10.3467 | 776 | 1.0570 | 0.3262 | 1.0570 | 1.0281 |
440
+ | 0.3647 | 10.3733 | 778 | 1.0288 | 0.2967 | 1.0288 | 1.0143 |
441
+ | 0.3647 | 10.4 | 780 | 1.0153 | 0.3453 | 1.0153 | 1.0076 |
442
+ | 0.3647 | 10.4267 | 782 | 1.0180 | 0.3453 | 1.0180 | 1.0090 |
443
+ | 0.3647 | 10.4533 | 784 | 1.0279 | 0.3453 | 1.0279 | 1.0139 |
444
+ | 0.3647 | 10.48 | 786 | 1.0369 | 0.3190 | 1.0369 | 1.0183 |
445
+ | 0.3647 | 10.5067 | 788 | 1.0422 | 0.3190 | 1.0422 | 1.0209 |
446
+ | 0.3647 | 10.5333 | 790 | 1.0371 | 0.3190 | 1.0371 | 1.0184 |
447
+ | 0.3647 | 10.56 | 792 | 1.0336 | 0.3652 | 1.0336 | 1.0166 |
448
+ | 0.3647 | 10.5867 | 794 | 1.0342 | 0.3652 | 1.0342 | 1.0169 |
449
+ | 0.3647 | 10.6133 | 796 | 1.0410 | 0.3363 | 1.0410 | 1.0203 |
450
+ | 0.3647 | 10.64 | 798 | 1.0521 | 0.3463 | 1.0521 | 1.0257 |
451
+ | 0.3647 | 10.6667 | 800 | 1.0472 | 0.3652 | 1.0472 | 1.0233 |
452
+ | 0.3647 | 10.6933 | 802 | 1.0394 | 0.3392 | 1.0394 | 1.0195 |
453
+ | 0.3647 | 10.72 | 804 | 1.0410 | 0.2489 | 1.0410 | 1.0203 |
454
+ | 0.3647 | 10.7467 | 806 | 1.0382 | 0.2871 | 1.0382 | 1.0189 |
455
+ | 0.3647 | 10.7733 | 808 | 1.0183 | 0.2871 | 1.0183 | 1.0091 |
456
+ | 0.3647 | 10.8 | 810 | 0.9936 | 0.3596 | 0.9936 | 0.9968 |
457
+ | 0.3647 | 10.8267 | 812 | 0.9749 | 0.3637 | 0.9749 | 0.9874 |
458
+ | 0.3647 | 10.8533 | 814 | 0.9558 | 0.3920 | 0.9558 | 0.9776 |
459
+ | 0.3647 | 10.88 | 816 | 0.9483 | 0.3920 | 0.9483 | 0.9738 |
460
+ | 0.3647 | 10.9067 | 818 | 0.9580 | 0.3584 | 0.9580 | 0.9788 |
461
+ | 0.3647 | 10.9333 | 820 | 0.9695 | 0.3862 | 0.9695 | 0.9846 |
462
+ | 0.3647 | 10.96 | 822 | 0.9676 | 0.3614 | 0.9676 | 0.9837 |
463
+ | 0.3647 | 10.9867 | 824 | 0.9735 | 0.3614 | 0.9735 | 0.9867 |
464
+ | 0.3647 | 11.0133 | 826 | 0.9633 | 0.3584 | 0.9633 | 0.9815 |
465
+ | 0.3647 | 11.04 | 828 | 0.9576 | 0.3879 | 0.9576 | 0.9786 |
466
+ | 0.3647 | 11.0667 | 830 | 0.9534 | 0.4042 | 0.9534 | 0.9764 |
467
+ | 0.3647 | 11.0933 | 832 | 0.9625 | 0.4676 | 0.9625 | 0.9811 |
468
+ | 0.3647 | 11.12 | 834 | 0.9395 | 0.4555 | 0.9395 | 0.9693 |
469
+ | 0.3647 | 11.1467 | 836 | 0.9388 | 0.3733 | 0.9388 | 0.9689 |
470
+ | 0.3647 | 11.1733 | 838 | 0.9412 | 0.3346 | 0.9412 | 0.9701 |
471
+ | 0.3647 | 11.2 | 840 | 0.9412 | 0.3738 | 0.9412 | 0.9702 |
472
+ | 0.3647 | 11.2267 | 842 | 0.9496 | 0.3738 | 0.9496 | 0.9745 |
473
+ | 0.3647 | 11.2533 | 844 | 0.9599 | 0.3879 | 0.9599 | 0.9798 |
474
+ | 0.3647 | 11.28 | 846 | 0.9879 | 0.3902 | 0.9879 | 0.9939 |
475
+ | 0.3647 | 11.3067 | 848 | 1.0225 | 0.3614 | 1.0225 | 1.0112 |
476
+ | 0.3647 | 11.3333 | 850 | 1.0524 | 0.3480 | 1.0524 | 1.0259 |
477
+ | 0.3647 | 11.36 | 852 | 1.0380 | 0.3480 | 1.0380 | 1.0188 |
478
+ | 0.3647 | 11.3867 | 854 | 1.0069 | 0.3584 | 1.0069 | 1.0035 |
479
+ | 0.3647 | 11.4133 | 856 | 0.9938 | 0.3346 | 0.9938 | 0.9969 |
480
+ | 0.3647 | 11.44 | 858 | 0.9834 | 0.3925 | 0.9834 | 0.9917 |
481
+ | 0.3647 | 11.4667 | 860 | 0.9856 | 0.3293 | 0.9856 | 0.9928 |
482
+ | 0.3647 | 11.4933 | 862 | 0.9942 | 0.2968 | 0.9942 | 0.9971 |
483
+ | 0.3647 | 11.52 | 864 | 1.0003 | 0.2694 | 1.0003 | 1.0002 |
484
+ | 0.3647 | 11.5467 | 866 | 1.0083 | 0.2694 | 1.0083 | 1.0041 |
485
+ | 0.3647 | 11.5733 | 868 | 1.0218 | 0.2694 | 1.0218 | 1.0108 |
486
+ | 0.3647 | 11.6 | 870 | 1.0381 | 0.2843 | 1.0381 | 1.0189 |
487
+ | 0.3647 | 11.6267 | 872 | 1.0550 | 0.2402 | 1.0550 | 1.0271 |
488
+ | 0.3647 | 11.6533 | 874 | 1.0996 | 0.3104 | 1.0996 | 1.0486 |
489
+ | 0.3647 | 11.68 | 876 | 1.1314 | 0.3100 | 1.1314 | 1.0637 |
490
+ | 0.3647 | 11.7067 | 878 | 1.1028 | 0.3056 | 1.1028 | 1.0502 |
491
+ | 0.3647 | 11.7333 | 880 | 1.0620 | 0.3013 | 1.0620 | 1.0305 |
492
+ | 0.3647 | 11.76 | 882 | 1.0519 | 0.3062 | 1.0519 | 1.0256 |
493
+ | 0.3647 | 11.7867 | 884 | 1.0608 | 0.2454 | 1.0608 | 1.0300 |
494
+ | 0.3647 | 11.8133 | 886 | 1.0689 | 0.2454 | 1.0689 | 1.0339 |
495
+ | 0.3647 | 11.84 | 888 | 1.0802 | 0.2843 | 1.0802 | 1.0393 |
496
+ | 0.3647 | 11.8667 | 890 | 1.0812 | 0.2843 | 1.0812 | 1.0398 |
497
+ | 0.3647 | 11.8933 | 892 | 1.0637 | 0.2454 | 1.0637 | 1.0314 |
498
+ | 0.3647 | 11.92 | 894 | 1.0418 | 0.2843 | 1.0418 | 1.0207 |
499
+ | 0.3647 | 11.9467 | 896 | 1.0468 | 0.2942 | 1.0468 | 1.0231 |
500
+ | 0.3647 | 11.9733 | 898 | 1.0622 | 0.3042 | 1.0622 | 1.0306 |
501
+ | 0.3647 | 12.0 | 900 | 1.0589 | 0.2942 | 1.0589 | 1.0290 |
502
+ | 0.3647 | 12.0267 | 902 | 1.0612 | 0.3042 | 1.0612 | 1.0302 |
503
+ | 0.3647 | 12.0533 | 904 | 1.0708 | 0.3142 | 1.0708 | 1.0348 |
504
+ | 0.3647 | 12.08 | 906 | 1.0746 | 0.2402 | 1.0746 | 1.0366 |
505
+ | 0.3647 | 12.1067 | 908 | 1.1062 | 0.2555 | 1.1062 | 1.0518 |
506
+ | 0.3647 | 12.1333 | 910 | 1.1117 | 0.2605 | 1.1117 | 1.0544 |
507
+ | 0.3647 | 12.16 | 912 | 1.0832 | 0.2555 | 1.0832 | 1.0408 |
508
+ | 0.3647 | 12.1867 | 914 | 1.0672 | 0.2988 | 1.0672 | 1.0331 |
509
+ | 0.3647 | 12.2133 | 916 | 1.0615 | 0.2113 | 1.0615 | 1.0303 |
510
+ | 0.3647 | 12.24 | 918 | 1.0562 | 0.2113 | 1.0562 | 1.0277 |
511
+ | 0.3647 | 12.2667 | 920 | 1.0495 | 0.2509 | 1.0495 | 1.0244 |
512
+ | 0.3647 | 12.2933 | 922 | 1.0477 | 0.2113 | 1.0477 | 1.0236 |
513
+ | 0.3647 | 12.32 | 924 | 1.0722 | 0.1975 | 1.0722 | 1.0355 |
514
+ | 0.3647 | 12.3467 | 926 | 1.0970 | 0.2126 | 1.0970 | 1.0474 |
515
+ | 0.3647 | 12.3733 | 928 | 1.0849 | 0.1824 | 1.0849 | 1.0416 |
516
+ | 0.3647 | 12.4 | 930 | 1.0790 | 0.2016 | 1.0790 | 1.0388 |
517
+ | 0.3647 | 12.4267 | 932 | 1.0863 | 0.2539 | 1.0863 | 1.0423 |
518
+ | 0.3647 | 12.4533 | 934 | 1.0816 | 0.2596 | 1.0816 | 1.0400 |
519
+ | 0.3647 | 12.48 | 936 | 1.0914 | 0.2499 | 1.0914 | 1.0447 |
520
+ | 0.3647 | 12.5067 | 938 | 1.0939 | 0.2694 | 1.0939 | 1.0459 |
521
+ | 0.3647 | 12.5333 | 940 | 1.0863 | 0.2679 | 1.0863 | 1.0423 |
522
+ | 0.3647 | 12.56 | 942 | 1.0855 | 0.2596 | 1.0855 | 1.0419 |
523
+ | 0.3647 | 12.5867 | 944 | 1.0835 | 0.2255 | 1.0835 | 1.0409 |
524
+ | 0.3647 | 12.6133 | 946 | 1.0853 | 0.2255 | 1.0853 | 1.0418 |
525
+ | 0.3647 | 12.64 | 948 | 1.0887 | 0.2255 | 1.0887 | 1.0434 |
526
+ | 0.3647 | 12.6667 | 950 | 1.0890 | 0.2100 | 1.0890 | 1.0436 |
527
+ | 0.3647 | 12.6933 | 952 | 1.0902 | 0.1709 | 1.0902 | 1.0441 |
528
+ | 0.3647 | 12.72 | 954 | 1.0801 | 0.1805 | 1.0801 | 1.0393 |
529
+ | 0.3647 | 12.7467 | 956 | 1.0903 | 0.2539 | 1.0903 | 1.0442 |
530
+ | 0.3647 | 12.7733 | 958 | 1.1282 | 0.2806 | 1.1282 | 1.0622 |
531
+ | 0.3647 | 12.8 | 960 | 1.1323 | 0.3355 | 1.1323 | 1.0641 |
532
+ | 0.3647 | 12.8267 | 962 | 1.1021 | 0.3355 | 1.1021 | 1.0498 |
533
+ | 0.3647 | 12.8533 | 964 | 1.0163 | 0.3078 | 1.0163 | 1.0081 |
534
+ | 0.3647 | 12.88 | 966 | 0.9565 | 0.3583 | 0.9565 | 0.9780 |
535
+ | 0.3647 | 12.9067 | 968 | 0.9732 | 0.4100 | 0.9732 | 0.9865 |
536
+ | 0.3647 | 12.9333 | 970 | 0.9911 | 0.3677 | 0.9911 | 0.9955 |
537
+ | 0.3647 | 12.96 | 972 | 0.9755 | 0.3847 | 0.9755 | 0.9877 |
538
+ | 0.3647 | 12.9867 | 974 | 0.9621 | 0.3685 | 0.9621 | 0.9809 |
539
+ | 0.3647 | 13.0133 | 976 | 0.9688 | 0.3583 | 0.9688 | 0.9843 |
540
+ | 0.3647 | 13.04 | 978 | 0.9923 | 0.2892 | 0.9923 | 0.9961 |
541
+ | 0.3647 | 13.0667 | 980 | 1.0024 | 0.2795 | 1.0024 | 1.0012 |
542
+ | 0.3647 | 13.0933 | 982 | 0.9766 | 0.3427 | 0.9766 | 0.9883 |
543
+ | 0.3647 | 13.12 | 984 | 0.9614 | 0.3583 | 0.9614 | 0.9805 |
544
+ | 0.3647 | 13.1467 | 986 | 0.9614 | 0.4081 | 0.9614 | 0.9805 |
545
+ | 0.3647 | 13.1733 | 988 | 0.9661 | 0.3327 | 0.9661 | 0.9829 |
546
+ | 0.3647 | 13.2 | 990 | 0.9791 | 0.3066 | 0.9791 | 0.9895 |
547
+ | 0.3647 | 13.2267 | 992 | 0.9962 | 0.2793 | 0.9962 | 0.9981 |
548
+ | 0.3647 | 13.2533 | 994 | 1.0060 | 0.3237 | 1.0060 | 1.0030 |
549
+ | 0.3647 | 13.28 | 996 | 1.0221 | 0.3163 | 1.0221 | 1.0110 |
550
+ | 0.3647 | 13.3067 | 998 | 1.0292 | 0.3163 | 1.0292 | 1.0145 |
551
+ | 0.0687 | 13.3333 | 1000 | 1.0294 | 0.3163 | 1.0294 | 1.0146 |
552
+ | 0.0687 | 13.36 | 1002 | 1.0306 | 0.3210 | 1.0306 | 1.0152 |
553
+ | 0.0687 | 13.3867 | 1004 | 1.0415 | 0.3033 | 1.0415 | 1.0205 |
554
+ | 0.0687 | 13.4133 | 1006 | 1.0288 | 0.3276 | 1.0288 | 1.0143 |
555
+ | 0.0687 | 13.44 | 1008 | 1.0047 | 0.3250 | 1.0047 | 1.0024 |
556
+ | 0.0687 | 13.4667 | 1010 | 1.0051 | 0.3154 | 1.0051 | 1.0025 |
557
+ | 0.0687 | 13.4933 | 1012 | 1.0292 | 0.3355 | 1.0292 | 1.0145 |
558
+ | 0.0687 | 13.52 | 1014 | 1.0334 | 0.3218 | 1.0334 | 1.0165 |
559
+ | 0.0687 | 13.5467 | 1016 | 1.0227 | 0.2871 | 1.0227 | 1.0113 |
560
+ | 0.0687 | 13.5733 | 1018 | 1.0268 | 0.3205 | 1.0268 | 1.0133 |
561
+ | 0.0687 | 13.6 | 1020 | 1.0457 | 0.2745 | 1.0457 | 1.0226 |
562
+ | 0.0687 | 13.6267 | 1022 | 1.0559 | 0.3042 | 1.0559 | 1.0276 |
563
+ | 0.0687 | 13.6533 | 1024 | 1.0588 | 0.2942 | 1.0588 | 1.0290 |
564
+ | 0.0687 | 13.68 | 1026 | 1.0655 | 0.2942 | 1.0655 | 1.0322 |
565
+ | 0.0687 | 13.7067 | 1028 | 1.0702 | 0.2942 | 1.0702 | 1.0345 |
566
 
567
 
568
  ### Framework versions