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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k14_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_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k13_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_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k13_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: 1.4411
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- - Qwk: 0.0528
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- - Mse: 1.4411
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- - Rmse: 1.2004
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  ## Model description
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@@ -47,454 +47,267 @@ 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 | 0.0303 | 2 | 4.5386 | 0.0010 | 4.5386 | 2.1304 |
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- | No log | 0.0606 | 4 | 3.0100 | -0.0434 | 3.0100 | 1.7349 |
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- | No log | 0.0909 | 6 | 1.8483 | 0.0062 | 1.8483 | 1.3595 |
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- | No log | 0.1212 | 8 | 1.7829 | 0.0062 | 1.7829 | 1.3353 |
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- | No log | 0.1515 | 10 | 1.3878 | 0.0185 | 1.3878 | 1.1781 |
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- | No log | 0.1818 | 12 | 1.2623 | 0.0527 | 1.2623 | 1.1235 |
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- | No log | 0.2121 | 14 | 1.3091 | 0.0904 | 1.3091 | 1.1442 |
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- | No log | 0.2424 | 16 | 1.3898 | 0.0628 | 1.3898 | 1.1789 |
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- | No log | 0.2727 | 18 | 1.4844 | -0.0983 | 1.4844 | 1.2184 |
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- | No log | 0.3030 | 20 | 1.4737 | -0.0537 | 1.4737 | 1.2140 |
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- | No log | 0.3333 | 22 | 1.4474 | 0.0063 | 1.4474 | 1.2031 |
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- | No log | 0.3636 | 24 | 1.6719 | -0.1304 | 1.6719 | 1.2930 |
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- | No log | 0.3939 | 26 | 1.7328 | -0.0534 | 1.7328 | 1.3164 |
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- | No log | 0.4242 | 28 | 1.8021 | -0.0227 | 1.8021 | 1.3424 |
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- | No log | 0.4545 | 30 | 1.7785 | -0.0383 | 1.7785 | 1.3336 |
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- | No log | 0.4848 | 32 | 1.3956 | 0.0077 | 1.3956 | 1.1814 |
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- | No log | 0.5152 | 34 | 1.2899 | 0.1247 | 1.2899 | 1.1357 |
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- | No log | 0.5455 | 36 | 1.3207 | 0.0454 | 1.3207 | 1.1492 |
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- | No log | 0.5758 | 38 | 1.2663 | 0.0802 | 1.2663 | 1.1253 |
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- | No log | 0.6061 | 40 | 1.3025 | 0.0722 | 1.3025 | 1.1413 |
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- | No log | 0.6364 | 42 | 1.4949 | 0.0 | 1.4949 | 1.2227 |
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- | No log | 0.6667 | 44 | 1.7207 | 0.0 | 1.7207 | 1.3118 |
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- | No log | 0.6970 | 46 | 1.7904 | 0.0 | 1.7904 | 1.3381 |
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- | No log | 0.7273 | 48 | 1.9147 | 0.0 | 1.9147 | 1.3837 |
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- | No log | 0.7576 | 50 | 1.7328 | 0.0 | 1.7328 | 1.3163 |
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- | No log | 0.7879 | 52 | 1.4128 | 0.0 | 1.4128 | 1.1886 |
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- | No log | 0.8182 | 54 | 1.2275 | 0.2095 | 1.2275 | 1.1079 |
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- | No log | 0.8485 | 56 | 1.2931 | 0.2245 | 1.2931 | 1.1372 |
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- | No log | 0.8788 | 58 | 1.3893 | 0.0922 | 1.3893 | 1.1787 |
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- | No log | 0.9091 | 60 | 1.3342 | 0.0414 | 1.3342 | 1.1551 |
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- | No log | 0.9394 | 62 | 1.3408 | 0.0532 | 1.3408 | 1.1579 |
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- | No log | 0.9697 | 64 | 1.3212 | 0.0586 | 1.3212 | 1.1494 |
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- | No log | 1.0 | 66 | 1.5876 | 0.0186 | 1.5876 | 1.2600 |
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- | No log | 1.0303 | 68 | 2.2727 | -0.0106 | 2.2727 | 1.5075 |
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- | No log | 1.0606 | 70 | 2.6337 | 0.0212 | 2.6337 | 1.6229 |
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- | No log | 1.0909 | 72 | 2.4269 | -0.0281 | 2.4269 | 1.5579 |
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- | No log | 1.1212 | 74 | 1.6429 | 0.0010 | 1.6429 | 1.2817 |
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- | No log | 1.1515 | 76 | 1.3623 | 0.0420 | 1.3623 | 1.1672 |
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- | No log | 1.1818 | 78 | 1.3602 | 0.0420 | 1.3602 | 1.1663 |
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- | No log | 1.2121 | 80 | 1.3622 | 0.0464 | 1.3622 | 1.1672 |
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- | No log | 1.2424 | 82 | 1.5769 | -0.0407 | 1.5769 | 1.2558 |
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- | No log | 1.2727 | 84 | 1.7358 | -0.0182 | 1.7358 | 1.3175 |
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- | No log | 1.3030 | 86 | 1.4892 | 0.0186 | 1.4892 | 1.2203 |
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- | No log | 1.3333 | 88 | 1.2803 | 0.0977 | 1.2803 | 1.1315 |
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- | No log | 1.3636 | 90 | 1.3249 | 0.0628 | 1.3249 | 1.1510 |
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- | No log | 1.3939 | 92 | 1.2919 | 0.0802 | 1.2919 | 1.1366 |
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- | No log | 1.4242 | 94 | 1.2059 | 0.2023 | 1.2059 | 1.0981 |
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- | No log | 1.4545 | 96 | 1.3006 | 0.1013 | 1.3006 | 1.1404 |
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- | No log | 1.4848 | 98 | 1.4440 | 0.0714 | 1.4440 | 1.2017 |
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- | No log | 1.5152 | 100 | 1.3262 | 0.0456 | 1.3262 | 1.1516 |
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- | No log | 1.5455 | 102 | 1.2186 | 0.0722 | 1.2186 | 1.1039 |
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- | No log | 1.5758 | 104 | 1.1999 | 0.1076 | 1.1998 | 1.0954 |
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- | No log | 1.6061 | 106 | 1.2414 | 0.0948 | 1.2414 | 1.1142 |
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- | No log | 1.6364 | 108 | 1.3674 | 0.0984 | 1.3674 | 1.1694 |
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- | No log | 1.6667 | 110 | 1.5466 | 0.0362 | 1.5466 | 1.2436 |
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- | No log | 1.6970 | 112 | 1.4474 | 0.0473 | 1.4474 | 1.2031 |
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- | No log | 1.7273 | 114 | 1.2481 | 0.1044 | 1.2481 | 1.1172 |
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- | No log | 1.7576 | 116 | 1.3771 | 0.2288 | 1.3771 | 1.1735 |
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- | No log | 1.7879 | 118 | 1.5633 | 0.1257 | 1.5633 | 1.2503 |
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- | No log | 1.8182 | 120 | 1.5566 | 0.0176 | 1.5566 | 1.2476 |
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- | No log | 1.8485 | 122 | 1.5818 | 0.1328 | 1.5818 | 1.2577 |
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- | No log | 1.8788 | 124 | 1.6467 | 0.0630 | 1.6467 | 1.2832 |
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- | No log | 1.9091 | 126 | 1.7818 | 0.0754 | 1.7818 | 1.3349 |
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- | No log | 1.9394 | 128 | 1.6149 | 0.0494 | 1.6149 | 1.2708 |
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- | No log | 1.9697 | 130 | 1.6630 | 0.0636 | 1.6630 | 1.2896 |
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- | No log | 2.0 | 132 | 1.8120 | -0.0288 | 1.8120 | 1.3461 |
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- | No log | 2.0303 | 134 | 1.5801 | 0.1156 | 1.5801 | 1.2570 |
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- | No log | 2.0606 | 136 | 1.5758 | 0.1275 | 1.5758 | 1.2553 |
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- | No log | 2.0909 | 138 | 1.6795 | 0.0328 | 1.6795 | 1.2960 |
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- | No log | 2.1212 | 140 | 1.5566 | 0.0724 | 1.5566 | 1.2476 |
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- | No log | 2.1515 | 142 | 1.5454 | 0.0654 | 1.5454 | 1.2431 |
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- | No log | 2.1818 | 144 | 1.4877 | 0.1043 | 1.4877 | 1.2197 |
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- | No log | 2.2121 | 146 | 1.4606 | 0.0758 | 1.4606 | 1.2085 |
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- | No log | 2.2424 | 148 | 1.5140 | 0.0732 | 1.5140 | 1.2305 |
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- | No log | 2.2727 | 150 | 1.4268 | 0.0698 | 1.4268 | 1.1945 |
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- | No log | 2.3030 | 152 | 1.3697 | 0.0898 | 1.3697 | 1.1703 |
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- | No log | 2.3333 | 154 | 1.4066 | 0.1445 | 1.4066 | 1.1860 |
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- | No log | 2.3636 | 156 | 1.4204 | 0.1737 | 1.4204 | 1.1918 |
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- | No log | 2.3939 | 158 | 1.3716 | 0.0931 | 1.3716 | 1.1712 |
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- | No log | 2.4242 | 160 | 1.4920 | 0.1418 | 1.4920 | 1.2215 |
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- | No log | 2.4545 | 162 | 1.6380 | 0.0968 | 1.6380 | 1.2798 |
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- | No log | 2.4848 | 164 | 1.5124 | 0.1553 | 1.5124 | 1.2298 |
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- | No log | 2.5152 | 166 | 1.3998 | 0.1699 | 1.3998 | 1.1831 |
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- | No log | 2.5455 | 168 | 1.4836 | 0.1207 | 1.4836 | 1.2180 |
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- | No log | 2.5758 | 170 | 1.5389 | 0.1348 | 1.5389 | 1.2405 |
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- | No log | 2.6061 | 172 | 1.5070 | 0.1443 | 1.5070 | 1.2276 |
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- | No log | 2.6364 | 174 | 1.6219 | 0.1562 | 1.6219 | 1.2735 |
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- | No log | 2.6667 | 176 | 1.7158 | 0.1081 | 1.7158 | 1.3099 |
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- | No log | 2.6970 | 178 | 1.7133 | 0.0561 | 1.7133 | 1.3089 |
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- | No log | 2.7273 | 180 | 1.5619 | 0.1015 | 1.5619 | 1.2498 |
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- | No log | 2.7576 | 182 | 1.4202 | 0.1981 | 1.4202 | 1.1917 |
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- | No log | 2.7879 | 184 | 1.3801 | 0.2123 | 1.3801 | 1.1748 |
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- | No log | 2.8182 | 186 | 1.3768 | 0.1782 | 1.3768 | 1.1734 |
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- | No log | 2.8485 | 188 | 1.3558 | 0.2188 | 1.3558 | 1.1644 |
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- | No log | 2.8788 | 190 | 1.3699 | 0.2188 | 1.3699 | 1.1704 |
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- | No log | 2.9091 | 192 | 1.3920 | 0.1973 | 1.3920 | 1.1798 |
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- | No log | 2.9394 | 194 | 1.3823 | 0.1836 | 1.3823 | 1.1757 |
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- | No log | 2.9697 | 196 | 1.3721 | 0.2360 | 1.3721 | 1.1714 |
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- | No log | 3.0 | 198 | 1.3720 | 0.2374 | 1.3720 | 1.1713 |
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- | No log | 3.0303 | 200 | 1.3693 | 0.2468 | 1.3693 | 1.1702 |
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- | No log | 3.0606 | 202 | 1.3794 | 0.1578 | 1.3794 | 1.1745 |
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- | No log | 3.0909 | 204 | 1.4612 | 0.1801 | 1.4612 | 1.2088 |
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- | No log | 3.1212 | 206 | 1.4769 | 0.1707 | 1.4769 | 1.2153 |
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- | No log | 3.1515 | 208 | 1.4612 | 0.2063 | 1.4612 | 1.2088 |
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- | No log | 3.1818 | 210 | 1.4635 | 0.1883 | 1.4635 | 1.2097 |
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- | No log | 3.2121 | 212 | 1.5086 | 0.1764 | 1.5086 | 1.2283 |
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- | No log | 3.2424 | 214 | 1.5469 | 0.1899 | 1.5469 | 1.2438 |
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- | No log | 3.2727 | 216 | 1.5463 | 0.1812 | 1.5463 | 1.2435 |
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- | No log | 3.3030 | 218 | 1.5858 | 0.1602 | 1.5858 | 1.2593 |
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- | No log | 3.3333 | 220 | 1.4925 | 0.1847 | 1.4925 | 1.2217 |
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- | No log | 3.3636 | 222 | 1.5112 | 0.1907 | 1.5112 | 1.2293 |
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- | No log | 3.3939 | 224 | 1.5655 | 0.2346 | 1.5655 | 1.2512 |
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- | No log | 3.4242 | 226 | 1.6868 | 0.0859 | 1.6868 | 1.2988 |
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- | No log | 3.4545 | 228 | 1.7312 | 0.1887 | 1.7312 | 1.3157 |
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- | No log | 3.4848 | 230 | 1.6443 | 0.1653 | 1.6443 | 1.2823 |
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- | No log | 3.5152 | 232 | 1.5538 | 0.1681 | 1.5538 | 1.2465 |
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- | No log | 3.5455 | 234 | 1.3978 | 0.1707 | 1.3978 | 1.1823 |
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- | No log | 3.5758 | 236 | 1.3518 | 0.1466 | 1.3518 | 1.1627 |
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- | No log | 3.6061 | 238 | 1.3493 | 0.1722 | 1.3493 | 1.1616 |
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- | No log | 3.6364 | 240 | 1.3520 | 0.1935 | 1.3520 | 1.1627 |
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- | No log | 3.6667 | 242 | 1.3720 | 0.1975 | 1.3720 | 1.1713 |
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- | No log | 3.6970 | 244 | 1.4409 | 0.2431 | 1.4409 | 1.2004 |
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- | No log | 3.7273 | 246 | 1.5101 | 0.3064 | 1.5101 | 1.2289 |
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- | No log | 3.7576 | 248 | 1.5030 | 0.2445 | 1.5030 | 1.2260 |
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- | No log | 3.7879 | 250 | 1.6306 | 0.1474 | 1.6306 | 1.2769 |
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- | No log | 3.8182 | 252 | 1.6581 | 0.1314 | 1.6581 | 1.2877 |
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- | No log | 3.8485 | 254 | 1.5320 | 0.1296 | 1.5320 | 1.2377 |
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- | No log | 3.8788 | 256 | 1.5665 | 0.1534 | 1.5665 | 1.2516 |
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- | No log | 3.9091 | 258 | 1.6164 | 0.1929 | 1.6164 | 1.2714 |
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- | No log | 3.9394 | 260 | 1.5937 | 0.1643 | 1.5937 | 1.2624 |
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- | No log | 3.9697 | 262 | 1.4761 | 0.1686 | 1.4761 | 1.2149 |
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- | No log | 4.0 | 264 | 1.5121 | 0.1444 | 1.5121 | 1.2297 |
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- | No log | 4.0303 | 266 | 1.5929 | 0.1288 | 1.5929 | 1.2621 |
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- | No log | 4.0606 | 268 | 1.5295 | 0.1240 | 1.5295 | 1.2367 |
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- | No log | 4.0909 | 270 | 1.5293 | 0.2089 | 1.5293 | 1.2366 |
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- | No log | 4.1212 | 272 | 1.7171 | 0.0267 | 1.7171 | 1.3104 |
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- | No log | 4.1515 | 274 | 1.6922 | 0.0651 | 1.6922 | 1.3008 |
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- | No log | 4.1818 | 276 | 1.5061 | 0.0647 | 1.5061 | 1.2272 |
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- | No log | 4.2121 | 278 | 1.3548 | 0.1504 | 1.3548 | 1.1640 |
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- | No log | 4.2424 | 280 | 1.3360 | 0.0135 | 1.3360 | 1.1559 |
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- | No log | 4.2727 | 282 | 1.3618 | 0.0113 | 1.3618 | 1.1669 |
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- | No log | 4.3030 | 284 | 1.3510 | 0.1628 | 1.3510 | 1.1623 |
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- | No log | 4.3333 | 286 | 1.4151 | 0.1712 | 1.4151 | 1.1896 |
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- | No log | 4.3636 | 288 | 1.5510 | 0.0263 | 1.5510 | 1.2454 |
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- | No log | 4.3939 | 290 | 1.5902 | 0.0614 | 1.5902 | 1.2610 |
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- | No log | 4.4242 | 292 | 1.5879 | 0.0685 | 1.5879 | 1.2601 |
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- | No log | 4.4545 | 294 | 1.6202 | 0.0602 | 1.6202 | 1.2729 |
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- | No log | 4.4848 | 296 | 1.5090 | 0.2334 | 1.5090 | 1.2284 |
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- | No log | 4.5152 | 298 | 1.4348 | 0.2176 | 1.4348 | 1.1978 |
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- | No log | 4.5455 | 300 | 1.4338 | 0.2121 | 1.4338 | 1.1974 |
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- | No log | 4.5758 | 302 | 1.4826 | 0.1339 | 1.4826 | 1.2176 |
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- | No log | 4.6061 | 304 | 1.4901 | 0.1084 | 1.4901 | 1.2207 |
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- | No log | 4.6364 | 306 | 1.5646 | 0.1171 | 1.5646 | 1.2508 |
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- | No log | 4.6667 | 308 | 1.5174 | 0.1254 | 1.5174 | 1.2318 |
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- | No log | 4.6970 | 310 | 1.4870 | 0.1483 | 1.4870 | 1.2194 |
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- | No log | 4.7273 | 312 | 1.3776 | 0.2103 | 1.3776 | 1.1737 |
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- | No log | 4.7576 | 314 | 1.3930 | 0.1897 | 1.3930 | 1.1802 |
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- | No log | 4.7879 | 316 | 1.4310 | 0.2689 | 1.4310 | 1.1962 |
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- | No log | 4.8182 | 318 | 1.5191 | 0.1866 | 1.5191 | 1.2325 |
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- | No log | 4.8485 | 320 | 1.6294 | 0.1443 | 1.6294 | 1.2765 |
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- | No log | 4.8788 | 322 | 1.5847 | 0.0673 | 1.5847 | 1.2589 |
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- | No log | 4.9091 | 324 | 1.4424 | 0.2050 | 1.4424 | 1.2010 |
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- | No log | 4.9394 | 326 | 1.3813 | 0.2050 | 1.3813 | 1.1753 |
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- | No log | 4.9697 | 328 | 1.3181 | 0.2019 | 1.3181 | 1.1481 |
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- | No log | 5.0 | 330 | 1.3297 | 0.1281 | 1.3297 | 1.1531 |
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- | No log | 5.0303 | 332 | 1.4484 | 0.1313 | 1.4484 | 1.2035 |
218
- | No log | 5.0606 | 334 | 1.4858 | 0.0987 | 1.4858 | 1.2190 |
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- | No log | 5.0909 | 336 | 1.3810 | 0.1371 | 1.3810 | 1.1752 |
220
- | No log | 5.1212 | 338 | 1.3256 | 0.2604 | 1.3256 | 1.1513 |
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- | No log | 5.1515 | 340 | 1.3116 | 0.2673 | 1.3116 | 1.1453 |
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- | No log | 5.1818 | 342 | 1.3051 | 0.2673 | 1.3051 | 1.1424 |
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- | No log | 5.2121 | 344 | 1.3155 | 0.2947 | 1.3155 | 1.1469 |
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- | No log | 5.2424 | 346 | 1.3935 | 0.1519 | 1.3935 | 1.1805 |
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- | No log | 5.2727 | 348 | 1.4820 | 0.1254 | 1.4820 | 1.2174 |
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- | No log | 5.3030 | 350 | 1.4719 | 0.2028 | 1.4719 | 1.2132 |
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- | No log | 5.3333 | 352 | 1.4356 | 0.1758 | 1.4356 | 1.1982 |
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- | No log | 5.3636 | 354 | 1.3871 | 0.2260 | 1.3871 | 1.1777 |
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- | No log | 5.3939 | 356 | 1.4115 | 0.2260 | 1.4115 | 1.1881 |
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- | No log | 5.4242 | 358 | 1.4633 | 0.1338 | 1.4633 | 1.2097 |
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- | No log | 5.4545 | 360 | 1.5155 | 0.1602 | 1.5155 | 1.2310 |
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- | No log | 5.4848 | 362 | 1.6118 | 0.1256 | 1.6118 | 1.2696 |
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- | No log | 5.5152 | 364 | 1.6069 | 0.1256 | 1.6069 | 1.2676 |
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- | No log | 5.5455 | 366 | 1.5171 | 0.1726 | 1.5171 | 1.2317 |
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- | No log | 5.5758 | 368 | 1.4487 | 0.1617 | 1.4487 | 1.2036 |
236
- | No log | 5.6061 | 370 | 1.4613 | 0.1986 | 1.4613 | 1.2089 |
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- | No log | 5.6364 | 372 | 1.4507 | 0.2301 | 1.4507 | 1.2045 |
238
- | No log | 5.6667 | 374 | 1.4053 | 0.1989 | 1.4053 | 1.1854 |
239
- | No log | 5.6970 | 376 | 1.3295 | 0.1911 | 1.3295 | 1.1531 |
240
- | No log | 5.7273 | 378 | 1.3095 | 0.1209 | 1.3095 | 1.1443 |
241
- | No log | 5.7576 | 380 | 1.3403 | 0.1209 | 1.3403 | 1.1577 |
242
- | No log | 5.7879 | 382 | 1.3834 | 0.1737 | 1.3834 | 1.1762 |
243
- | No log | 5.8182 | 384 | 1.5080 | 0.2154 | 1.5080 | 1.2280 |
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- | No log | 5.8485 | 386 | 1.7053 | 0.0813 | 1.7053 | 1.3059 |
245
- | No log | 5.8788 | 388 | 1.8214 | 0.0888 | 1.8214 | 1.3496 |
246
- | No log | 5.9091 | 390 | 1.7440 | 0.1595 | 1.7440 | 1.3206 |
247
- | No log | 5.9394 | 392 | 1.6091 | 0.0927 | 1.6091 | 1.2685 |
248
- | No log | 5.9697 | 394 | 1.4073 | 0.1345 | 1.4073 | 1.1863 |
249
- | No log | 6.0 | 396 | 1.3058 | 0.1015 | 1.3058 | 1.1427 |
250
- | No log | 6.0303 | 398 | 1.2980 | 0.1546 | 1.2980 | 1.1393 |
251
- | No log | 6.0606 | 400 | 1.3120 | 0.1605 | 1.3120 | 1.1454 |
252
- | No log | 6.0909 | 402 | 1.3402 | 0.1658 | 1.3402 | 1.1577 |
253
- | No log | 6.1212 | 404 | 1.3695 | 0.1599 | 1.3695 | 1.1703 |
254
- | No log | 6.1515 | 406 | 1.3541 | 0.1814 | 1.3541 | 1.1637 |
255
- | No log | 6.1818 | 408 | 1.3575 | 0.1814 | 1.3575 | 1.1651 |
256
- | No log | 6.2121 | 410 | 1.4152 | 0.1405 | 1.4152 | 1.1896 |
257
- | No log | 6.2424 | 412 | 1.5506 | 0.1583 | 1.5506 | 1.2452 |
258
- | No log | 6.2727 | 414 | 1.5840 | 0.1416 | 1.5840 | 1.2586 |
259
- | No log | 6.3030 | 416 | 1.4933 | 0.0732 | 1.4933 | 1.2220 |
260
- | No log | 6.3333 | 418 | 1.3616 | 0.1952 | 1.3616 | 1.1669 |
261
- | No log | 6.3636 | 420 | 1.3323 | 0.1183 | 1.3323 | 1.1543 |
262
- | No log | 6.3939 | 422 | 1.3651 | 0.1183 | 1.3651 | 1.1684 |
263
- | No log | 6.4242 | 424 | 1.4201 | 0.1614 | 1.4201 | 1.1917 |
264
- | No log | 6.4545 | 426 | 1.4773 | 0.1986 | 1.4773 | 1.2155 |
265
- | No log | 6.4848 | 428 | 1.4903 | 0.2349 | 1.4903 | 1.2208 |
266
- | No log | 6.5152 | 430 | 1.4583 | 0.2349 | 1.4583 | 1.2076 |
267
- | No log | 6.5455 | 432 | 1.3879 | 0.1278 | 1.3879 | 1.1781 |
268
- | No log | 6.5758 | 434 | 1.3423 | 0.1722 | 1.3423 | 1.1586 |
269
- | No log | 6.6061 | 436 | 1.3269 | 0.1491 | 1.3269 | 1.1519 |
270
- | No log | 6.6364 | 438 | 1.3562 | 0.0713 | 1.3562 | 1.1645 |
271
- | No log | 6.6667 | 440 | 1.4116 | 0.1371 | 1.4116 | 1.1881 |
272
- | No log | 6.6970 | 442 | 1.5328 | 0.1807 | 1.5328 | 1.2381 |
273
- | No log | 6.7273 | 444 | 1.6666 | 0.0726 | 1.6666 | 1.2910 |
274
- | No log | 6.7576 | 446 | 1.6685 | 0.0973 | 1.6685 | 1.2917 |
275
- | No log | 6.7879 | 448 | 1.6187 | 0.1575 | 1.6187 | 1.2723 |
276
- | No log | 6.8182 | 450 | 1.4618 | 0.2236 | 1.4618 | 1.2090 |
277
- | No log | 6.8485 | 452 | 1.3654 | 0.1584 | 1.3654 | 1.1685 |
278
- | No log | 6.8788 | 454 | 1.3394 | 0.1179 | 1.3394 | 1.1573 |
279
- | No log | 6.9091 | 456 | 1.3473 | 0.1344 | 1.3473 | 1.1607 |
280
- | No log | 6.9394 | 458 | 1.4421 | 0.1650 | 1.4421 | 1.2009 |
281
- | No log | 6.9697 | 460 | 1.5291 | 0.1364 | 1.5291 | 1.2366 |
282
- | No log | 7.0 | 462 | 1.4749 | 0.1076 | 1.4749 | 1.2144 |
283
- | No log | 7.0303 | 464 | 1.3655 | 0.0619 | 1.3655 | 1.1685 |
284
- | No log | 7.0606 | 466 | 1.2529 | 0.1217 | 1.2529 | 1.1194 |
285
- | No log | 7.0909 | 468 | 1.2351 | 0.1860 | 1.2351 | 1.1114 |
286
- | No log | 7.1212 | 470 | 1.2391 | 0.1244 | 1.2391 | 1.1132 |
287
- | No log | 7.1515 | 472 | 1.2694 | 0.1467 | 1.2694 | 1.1267 |
288
- | No log | 7.1818 | 474 | 1.3573 | 0.1153 | 1.3573 | 1.1650 |
289
- | No log | 7.2121 | 476 | 1.4553 | 0.1311 | 1.4553 | 1.2064 |
290
- | No log | 7.2424 | 478 | 1.4648 | 0.0806 | 1.4648 | 1.2103 |
291
- | No log | 7.2727 | 480 | 1.4545 | 0.0123 | 1.4545 | 1.2060 |
292
- | No log | 7.3030 | 482 | 1.4426 | 0.0123 | 1.4426 | 1.2011 |
293
- | No log | 7.3333 | 484 | 1.4674 | 0.0123 | 1.4674 | 1.2113 |
294
- | No log | 7.3636 | 486 | 1.5370 | 0.0994 | 1.5370 | 1.2398 |
295
- | No log | 7.3939 | 488 | 1.6685 | 0.0765 | 1.6685 | 1.2917 |
296
- | No log | 7.4242 | 490 | 1.7275 | 0.0726 | 1.7275 | 1.3144 |
297
- | No log | 7.4545 | 492 | 1.6590 | 0.0821 | 1.6590 | 1.2880 |
298
- | No log | 7.4848 | 494 | 1.5595 | 0.0961 | 1.5595 | 1.2488 |
299
- | No log | 7.5152 | 496 | 1.4912 | 0.0347 | 1.4912 | 1.2212 |
300
- | No log | 7.5455 | 498 | 1.4297 | 0.0806 | 1.4297 | 1.1957 |
301
- | 0.4635 | 7.5758 | 500 | 1.4159 | 0.1185 | 1.4159 | 1.1899 |
302
- | 0.4635 | 7.6061 | 502 | 1.3783 | 0.1026 | 1.3783 | 1.1740 |
303
- | 0.4635 | 7.6364 | 504 | 1.3413 | 0.1026 | 1.3413 | 1.1582 |
304
- | 0.4635 | 7.6667 | 506 | 1.3611 | 0.0675 | 1.3611 | 1.1667 |
305
- | 0.4635 | 7.6970 | 508 | 1.3765 | 0.1183 | 1.3765 | 1.1732 |
306
- | 0.4635 | 7.7273 | 510 | 1.3607 | 0.1662 | 1.3607 | 1.1665 |
307
- | 0.4635 | 7.7576 | 512 | 1.3687 | 0.0741 | 1.3687 | 1.1699 |
308
- | 0.4635 | 7.7879 | 514 | 1.3801 | 0.1371 | 1.3801 | 1.1748 |
309
- | 0.4635 | 7.8182 | 516 | 1.4288 | 0.2050 | 1.4288 | 1.1953 |
310
- | 0.4635 | 7.8485 | 518 | 1.4987 | 0.0685 | 1.4987 | 1.2242 |
311
- | 0.4635 | 7.8788 | 520 | 1.5349 | 0.1041 | 1.5349 | 1.2389 |
312
- | 0.4635 | 7.9091 | 522 | 1.4780 | 0.2084 | 1.4780 | 1.2157 |
313
- | 0.4635 | 7.9394 | 524 | 1.4136 | 0.2050 | 1.4136 | 1.1890 |
314
- | 0.4635 | 7.9697 | 526 | 1.4254 | 0.2431 | 1.4254 | 1.1939 |
315
- | 0.4635 | 8.0 | 528 | 1.3760 | 0.1396 | 1.3760 | 1.1730 |
316
- | 0.4635 | 8.0303 | 530 | 1.3384 | 0.1793 | 1.3384 | 1.1569 |
317
- | 0.4635 | 8.0606 | 532 | 1.3292 | 0.1793 | 1.3292 | 1.1529 |
318
- | 0.4635 | 8.0909 | 534 | 1.3545 | 0.1396 | 1.3545 | 1.1638 |
319
- | 0.4635 | 8.1212 | 536 | 1.4553 | 0.1864 | 1.4553 | 1.2064 |
320
- | 0.4635 | 8.1515 | 538 | 1.5758 | 0.1738 | 1.5758 | 1.2553 |
321
- | 0.4635 | 8.1818 | 540 | 1.5324 | 0.1735 | 1.5324 | 1.2379 |
322
- | 0.4635 | 8.2121 | 542 | 1.5182 | 0.1823 | 1.5182 | 1.2322 |
323
- | 0.4635 | 8.2424 | 544 | 1.4724 | 0.1824 | 1.4724 | 1.2134 |
324
- | 0.4635 | 8.2727 | 546 | 1.4021 | 0.2166 | 1.4021 | 1.1841 |
325
- | 0.4635 | 8.3030 | 548 | 1.3983 | 0.1509 | 1.3983 | 1.1825 |
326
- | 0.4635 | 8.3333 | 550 | 1.4250 | 0.1920 | 1.4250 | 1.1937 |
327
- | 0.4635 | 8.3636 | 552 | 1.5324 | 0.1449 | 1.5324 | 1.2379 |
328
- | 0.4635 | 8.3939 | 554 | 1.5743 | 0.1670 | 1.5743 | 1.2547 |
329
- | 0.4635 | 8.4242 | 556 | 1.5124 | 0.1252 | 1.5124 | 1.2298 |
330
- | 0.4635 | 8.4545 | 558 | 1.4399 | 0.1717 | 1.4399 | 1.1999 |
331
- | 0.4635 | 8.4848 | 560 | 1.3640 | 0.1975 | 1.3640 | 1.1679 |
332
- | 0.4635 | 8.5152 | 562 | 1.3664 | 0.2123 | 1.3664 | 1.1690 |
333
- | 0.4635 | 8.5455 | 564 | 1.4135 | 0.2288 | 1.4135 | 1.1889 |
334
- | 0.4635 | 8.5758 | 566 | 1.5471 | 0.1634 | 1.5471 | 1.2438 |
335
- | 0.4635 | 8.6061 | 568 | 1.6431 | 0.1426 | 1.6431 | 1.2819 |
336
- | 0.4635 | 8.6364 | 570 | 1.6127 | 0.1281 | 1.6127 | 1.2699 |
337
- | 0.4635 | 8.6667 | 572 | 1.4918 | 0.1713 | 1.4918 | 1.2214 |
338
- | 0.4635 | 8.6970 | 574 | 1.4195 | 0.1903 | 1.4195 | 1.1914 |
339
- | 0.4635 | 8.7273 | 576 | 1.3901 | 0.1641 | 1.3901 | 1.1790 |
340
- | 0.4635 | 8.7576 | 578 | 1.3640 | 0.1281 | 1.3640 | 1.1679 |
341
- | 0.4635 | 8.7879 | 580 | 1.3636 | 0.1641 | 1.3636 | 1.1677 |
342
- | 0.4635 | 8.8182 | 582 | 1.4044 | 0.1217 | 1.4044 | 1.1851 |
343
- | 0.4635 | 8.8485 | 584 | 1.4637 | 0.0778 | 1.4637 | 1.2098 |
344
- | 0.4635 | 8.8788 | 586 | 1.4751 | 0.1345 | 1.4751 | 1.2145 |
345
- | 0.4635 | 8.9091 | 588 | 1.5157 | 0.1570 | 1.5157 | 1.2311 |
346
- | 0.4635 | 8.9394 | 590 | 1.5574 | 0.1427 | 1.5574 | 1.2480 |
347
- | 0.4635 | 8.9697 | 592 | 1.5571 | 0.1339 | 1.5571 | 1.2478 |
348
- | 0.4635 | 9.0 | 594 | 1.5497 | 0.1667 | 1.5497 | 1.2449 |
349
- | 0.4635 | 9.0303 | 596 | 1.5668 | 0.1537 | 1.5668 | 1.2517 |
350
- | 0.4635 | 9.0606 | 598 | 1.5844 | 0.1166 | 1.5844 | 1.2587 |
351
- | 0.4635 | 9.0909 | 600 | 1.5866 | 0.1252 | 1.5866 | 1.2596 |
352
- | 0.4635 | 9.1212 | 602 | 1.5368 | 0.0871 | 1.5368 | 1.2397 |
353
- | 0.4635 | 9.1515 | 604 | 1.5003 | 0.0564 | 1.5003 | 1.2249 |
354
- | 0.4635 | 9.1818 | 606 | 1.4718 | 0.0652 | 1.4718 | 1.2132 |
355
- | 0.4635 | 9.2121 | 608 | 1.4740 | 0.0652 | 1.4740 | 1.2141 |
356
- | 0.4635 | 9.2424 | 610 | 1.4672 | 0.1345 | 1.4672 | 1.2113 |
357
- | 0.4635 | 9.2727 | 612 | 1.4602 | 0.1345 | 1.4602 | 1.2084 |
358
- | 0.4635 | 9.3030 | 614 | 1.4424 | 0.1405 | 1.4424 | 1.2010 |
359
- | 0.4635 | 9.3333 | 616 | 1.4171 | 0.1599 | 1.4171 | 1.1904 |
360
- | 0.4635 | 9.3636 | 618 | 1.4162 | 0.1707 | 1.4162 | 1.1900 |
361
- | 0.4635 | 9.3939 | 620 | 1.4570 | 0.1625 | 1.4570 | 1.2071 |
362
- | 0.4635 | 9.4242 | 622 | 1.4522 | 0.2330 | 1.4522 | 1.2051 |
363
- | 0.4635 | 9.4545 | 624 | 1.4691 | 0.1608 | 1.4691 | 1.2120 |
364
- | 0.4635 | 9.4848 | 626 | 1.4144 | 0.1162 | 1.4144 | 1.1893 |
365
- | 0.4635 | 9.5152 | 628 | 1.3296 | 0.1896 | 1.3296 | 1.1531 |
366
- | 0.4635 | 9.5455 | 630 | 1.2367 | 0.2317 | 1.2367 | 1.1121 |
367
- | 0.4635 | 9.5758 | 632 | 1.2252 | 0.1397 | 1.2252 | 1.1069 |
368
- | 0.4635 | 9.6061 | 634 | 1.2146 | 0.1699 | 1.2146 | 1.1021 |
369
- | 0.4635 | 9.6364 | 636 | 1.2033 | 0.2506 | 1.2033 | 1.0970 |
370
- | 0.4635 | 9.6667 | 638 | 1.2670 | 0.2288 | 1.2670 | 1.1256 |
371
- | 0.4635 | 9.6970 | 640 | 1.2978 | 0.2772 | 1.2978 | 1.1392 |
372
- | 0.4635 | 9.7273 | 642 | 1.3974 | 0.2122 | 1.3974 | 1.1821 |
373
- | 0.4635 | 9.7576 | 644 | 1.4865 | 0.2105 | 1.4865 | 1.2192 |
374
- | 0.4635 | 9.7879 | 646 | 1.5045 | 0.1138 | 1.5045 | 1.2266 |
375
- | 0.4635 | 9.8182 | 648 | 1.4559 | 0.1191 | 1.4559 | 1.2066 |
376
- | 0.4635 | 9.8485 | 650 | 1.3910 | 0.1536 | 1.3910 | 1.1794 |
377
- | 0.4635 | 9.8788 | 652 | 1.4233 | 0.1536 | 1.4233 | 1.1930 |
378
- | 0.4635 | 9.9091 | 654 | 1.4907 | 0.0838 | 1.4907 | 1.2209 |
379
- | 0.4635 | 9.9394 | 656 | 1.5334 | 0.0438 | 1.5334 | 1.2383 |
380
- | 0.4635 | 9.9697 | 658 | 1.5384 | 0.0438 | 1.5384 | 1.2403 |
381
- | 0.4635 | 10.0 | 660 | 1.4644 | 0.0943 | 1.4644 | 1.2101 |
382
- | 0.4635 | 10.0303 | 662 | 1.3634 | 0.1379 | 1.3634 | 1.1677 |
383
- | 0.4635 | 10.0606 | 664 | 1.2821 | 0.1641 | 1.2821 | 1.1323 |
384
- | 0.4635 | 10.0909 | 666 | 1.2643 | 0.1641 | 1.2643 | 1.1244 |
385
- | 0.4635 | 10.1212 | 668 | 1.2783 | 0.1641 | 1.2783 | 1.1306 |
386
- | 0.4635 | 10.1515 | 670 | 1.3387 | 0.1641 | 1.3387 | 1.1570 |
387
- | 0.4635 | 10.1818 | 672 | 1.4627 | 0.1646 | 1.4627 | 1.2094 |
388
- | 0.4635 | 10.2121 | 674 | 1.5419 | 0.1796 | 1.5419 | 1.2418 |
389
- | 0.4635 | 10.2424 | 676 | 1.5117 | 0.1796 | 1.5117 | 1.2295 |
390
- | 0.4635 | 10.2727 | 678 | 1.3692 | 0.1795 | 1.3692 | 1.1701 |
391
- | 0.4635 | 10.3030 | 680 | 1.2813 | 0.1599 | 1.2813 | 1.1320 |
392
- | 0.4635 | 10.3333 | 682 | 1.2754 | 0.1679 | 1.2754 | 1.1293 |
393
- | 0.4635 | 10.3636 | 684 | 1.2955 | 0.1584 | 1.2955 | 1.1382 |
394
- | 0.4635 | 10.3939 | 686 | 1.3104 | 0.1775 | 1.3104 | 1.1447 |
395
- | 0.4635 | 10.4242 | 688 | 1.3950 | 0.2743 | 1.3950 | 1.1811 |
396
- | 0.4635 | 10.4545 | 690 | 1.5588 | 0.2020 | 1.5588 | 1.2485 |
397
- | 0.4635 | 10.4848 | 692 | 1.5708 | 0.1498 | 1.5708 | 1.2533 |
398
- | 0.4635 | 10.5152 | 694 | 1.4428 | 0.2122 | 1.4428 | 1.2012 |
399
- | 0.4635 | 10.5455 | 696 | 1.3296 | 0.2097 | 1.3296 | 1.1531 |
400
- | 0.4635 | 10.5758 | 698 | 1.2713 | 0.1479 | 1.2713 | 1.1275 |
401
- | 0.4635 | 10.6061 | 700 | 1.2645 | 0.1479 | 1.2645 | 1.1245 |
402
- | 0.4635 | 10.6364 | 702 | 1.2966 | 0.1053 | 1.2966 | 1.1387 |
403
- | 0.4635 | 10.6667 | 704 | 1.3531 | 0.1692 | 1.3531 | 1.1632 |
404
- | 0.4635 | 10.6970 | 706 | 1.3827 | 0.1692 | 1.3827 | 1.1759 |
405
- | 0.4635 | 10.7273 | 708 | 1.3503 | 0.1903 | 1.3503 | 1.1620 |
406
- | 0.4635 | 10.7576 | 710 | 1.3307 | 0.1903 | 1.3307 | 1.1536 |
407
- | 0.4635 | 10.7879 | 712 | 1.3293 | 0.1903 | 1.3293 | 1.1529 |
408
- | 0.4635 | 10.8182 | 714 | 1.3572 | 0.1903 | 1.3572 | 1.1650 |
409
- | 0.4635 | 10.8485 | 716 | 1.4219 | 0.1692 | 1.4219 | 1.1924 |
410
- | 0.4635 | 10.8788 | 718 | 1.4681 | 0.1283 | 1.4681 | 1.2117 |
411
- | 0.4635 | 10.9091 | 720 | 1.4955 | 0.1345 | 1.4955 | 1.2229 |
412
- | 0.4635 | 10.9394 | 722 | 1.5382 | 0.1162 | 1.5382 | 1.2402 |
413
- | 0.4635 | 10.9697 | 724 | 1.5234 | 0.1162 | 1.5234 | 1.2343 |
414
- | 0.4635 | 11.0 | 726 | 1.4854 | 0.1857 | 1.4854 | 1.2188 |
415
- | 0.4635 | 11.0303 | 728 | 1.4623 | 0.1124 | 1.4623 | 1.2093 |
416
- | 0.4635 | 11.0606 | 730 | 1.4226 | 0.1278 | 1.4226 | 1.1927 |
417
- | 0.4635 | 11.0909 | 732 | 1.4261 | 0.1278 | 1.4261 | 1.1942 |
418
- | 0.4635 | 11.1212 | 734 | 1.4770 | 0.2743 | 1.4770 | 1.2153 |
419
- | 0.4635 | 11.1515 | 736 | 1.5083 | 0.1979 | 1.5083 | 1.2281 |
420
- | 0.4635 | 11.1818 | 738 | 1.5036 | 0.1935 | 1.5036 | 1.2262 |
421
- | 0.4635 | 11.2121 | 740 | 1.4536 | 0.2224 | 1.4536 | 1.2057 |
422
- | 0.4635 | 11.2424 | 742 | 1.4406 | 0.2141 | 1.4406 | 1.2002 |
423
- | 0.4635 | 11.2727 | 744 | 1.3941 | 0.2097 | 1.3941 | 1.1807 |
424
- | 0.4635 | 11.3030 | 746 | 1.3628 | 0.1441 | 1.3628 | 1.1674 |
425
- | 0.4635 | 11.3333 | 748 | 1.3696 | 0.1441 | 1.3696 | 1.1703 |
426
- | 0.4635 | 11.3636 | 750 | 1.3821 | 0.1795 | 1.3821 | 1.1756 |
427
- | 0.4635 | 11.3939 | 752 | 1.3823 | 0.1795 | 1.3823 | 1.1757 |
428
- | 0.4635 | 11.4242 | 754 | 1.3522 | 0.1479 | 1.3522 | 1.1628 |
429
- | 0.4635 | 11.4545 | 756 | 1.3225 | 0.1118 | 1.3225 | 1.1500 |
430
- | 0.4635 | 11.4848 | 758 | 1.3286 | 0.1442 | 1.3286 | 1.1526 |
431
- | 0.4635 | 11.5152 | 760 | 1.3698 | 0.1658 | 1.3698 | 1.1704 |
432
- | 0.4635 | 11.5455 | 762 | 1.4295 | 0.1671 | 1.4295 | 1.1956 |
433
- | 0.4635 | 11.5758 | 764 | 1.4909 | 0.1864 | 1.4909 | 1.2210 |
434
- | 0.4635 | 11.6061 | 766 | 1.5078 | 0.1535 | 1.5078 | 1.2279 |
435
- | 0.4635 | 11.6364 | 768 | 1.4888 | 0.1713 | 1.4888 | 1.2202 |
436
- | 0.4635 | 11.6667 | 770 | 1.4249 | 0.1671 | 1.4249 | 1.1937 |
437
- | 0.4635 | 11.6970 | 772 | 1.3882 | 0.1920 | 1.3882 | 1.1782 |
438
- | 0.4635 | 11.7273 | 774 | 1.3377 | 0.1304 | 1.3377 | 1.1566 |
439
- | 0.4635 | 11.7576 | 776 | 1.3313 | 0.1304 | 1.3313 | 1.1538 |
440
- | 0.4635 | 11.7879 | 778 | 1.3663 | 0.1525 | 1.3663 | 1.1689 |
441
- | 0.4635 | 11.8182 | 780 | 1.4496 | 0.1951 | 1.4496 | 1.2040 |
442
- | 0.4635 | 11.8485 | 782 | 1.5635 | 0.1498 | 1.5635 | 1.2504 |
443
- | 0.4635 | 11.8788 | 784 | 1.6690 | 0.0882 | 1.6690 | 1.2919 |
444
- | 0.4635 | 11.9091 | 786 | 1.6578 | 0.0882 | 1.6578 | 1.2875 |
445
- | 0.4635 | 11.9394 | 788 | 1.5924 | 0.1124 | 1.5924 | 1.2619 |
446
- | 0.4635 | 11.9697 | 790 | 1.5532 | 0.2017 | 1.5532 | 1.2463 |
447
- | 0.4635 | 12.0 | 792 | 1.5180 | 0.1438 | 1.5180 | 1.2321 |
448
- | 0.4635 | 12.0303 | 794 | 1.5073 | 0.1068 | 1.5073 | 1.2277 |
449
- | 0.4635 | 12.0606 | 796 | 1.5272 | 0.1201 | 1.5272 | 1.2358 |
450
- | 0.4635 | 12.0909 | 798 | 1.5863 | 0.1935 | 1.5863 | 1.2595 |
451
- | 0.4635 | 12.1212 | 800 | 1.6414 | 0.1811 | 1.6414 | 1.2812 |
452
- | 0.4635 | 12.1515 | 802 | 1.6386 | 0.1257 | 1.6386 | 1.2801 |
453
- | 0.4635 | 12.1818 | 804 | 1.5227 | 0.2163 | 1.5227 | 1.2340 |
454
- | 0.4635 | 12.2121 | 806 | 1.4052 | 0.2402 | 1.4052 | 1.1854 |
455
- | 0.4635 | 12.2424 | 808 | 1.3231 | 0.1480 | 1.3231 | 1.1502 |
456
- | 0.4635 | 12.2727 | 810 | 1.2897 | 0.1417 | 1.2897 | 1.1356 |
457
- | 0.4635 | 12.3030 | 812 | 1.2947 | 0.1480 | 1.2947 | 1.1379 |
458
- | 0.4635 | 12.3333 | 814 | 1.3462 | 0.0880 | 1.3462 | 1.1602 |
459
- | 0.4635 | 12.3636 | 816 | 1.4577 | 0.1498 | 1.4577 | 1.2074 |
460
- | 0.4635 | 12.3939 | 818 | 1.5696 | 0.1155 | 1.5696 | 1.2529 |
461
- | 0.4635 | 12.4242 | 820 | 1.5658 | 0.1484 | 1.5658 | 1.2513 |
462
- | 0.4635 | 12.4545 | 822 | 1.4875 | 0.2286 | 1.4875 | 1.2196 |
463
- | 0.4635 | 12.4848 | 824 | 1.3786 | 0.2439 | 1.3786 | 1.1742 |
464
- | 0.4635 | 12.5152 | 826 | 1.3231 | 0.2304 | 1.3231 | 1.1503 |
465
- | 0.4635 | 12.5455 | 828 | 1.3067 | 0.2402 | 1.3067 | 1.1431 |
466
- | 0.4635 | 12.5758 | 830 | 1.3307 | 0.2250 | 1.3307 | 1.1536 |
467
- | 0.4635 | 12.6061 | 832 | 1.3467 | 0.1846 | 1.3467 | 1.1605 |
468
- | 0.4635 | 12.6364 | 834 | 1.3704 | 0.1650 | 1.3704 | 1.1706 |
469
- | 0.4635 | 12.6667 | 836 | 1.3628 | 0.1462 | 1.3628 | 1.1674 |
470
- | 0.4635 | 12.6970 | 838 | 1.3193 | 0.2046 | 1.3193 | 1.1486 |
471
- | 0.4635 | 12.7273 | 840 | 1.2887 | 0.2402 | 1.2887 | 1.1352 |
472
- | 0.4635 | 12.7576 | 842 | 1.2502 | 0.2108 | 1.2502 | 1.1181 |
473
- | 0.4635 | 12.7879 | 844 | 1.2430 | 0.1801 | 1.2430 | 1.1149 |
474
- | 0.4635 | 12.8182 | 846 | 1.2541 | 0.1602 | 1.2541 | 1.1199 |
475
- | 0.4635 | 12.8485 | 848 | 1.2697 | 0.1602 | 1.2697 | 1.1268 |
476
- | 0.4635 | 12.8788 | 850 | 1.2770 | 0.1467 | 1.2770 | 1.1301 |
477
- | 0.4635 | 12.9091 | 852 | 1.2841 | 0.0721 | 1.2841 | 1.1332 |
478
- | 0.4635 | 12.9394 | 854 | 1.3230 | 0.0948 | 1.3230 | 1.1502 |
479
- | 0.4635 | 12.9697 | 856 | 1.4147 | 0.1217 | 1.4147 | 1.1894 |
480
- | 0.4635 | 13.0 | 858 | 1.5275 | 0.1162 | 1.5275 | 1.2359 |
481
- | 0.4635 | 13.0303 | 860 | 1.5803 | 0.0987 | 1.5803 | 1.2571 |
482
- | 0.4635 | 13.0606 | 862 | 1.5595 | 0.1135 | 1.5595 | 1.2488 |
483
- | 0.4635 | 13.0909 | 864 | 1.5212 | 0.2090 | 1.5212 | 1.2334 |
484
- | 0.4635 | 13.1212 | 866 | 1.4881 | 0.1857 | 1.4881 | 1.2199 |
485
- | 0.4635 | 13.1515 | 868 | 1.4723 | 0.0940 | 1.4723 | 1.2134 |
486
- | 0.4635 | 13.1818 | 870 | 1.4641 | 0.1764 | 1.4641 | 1.2100 |
487
- | 0.4635 | 13.2121 | 872 | 1.4643 | 0.1667 | 1.4643 | 1.2101 |
488
- | 0.4635 | 13.2424 | 874 | 1.4745 | 0.2090 | 1.4745 | 1.2143 |
489
- | 0.4635 | 13.2727 | 876 | 1.5281 | 0.1801 | 1.5281 | 1.2361 |
490
- | 0.4635 | 13.3030 | 878 | 1.5227 | 0.2090 | 1.5227 | 1.2340 |
491
- | 0.4635 | 13.3333 | 880 | 1.5208 | 0.1898 | 1.5208 | 1.2332 |
492
- | 0.4635 | 13.3636 | 882 | 1.4643 | 0.1903 | 1.4643 | 1.2101 |
493
- | 0.4635 | 13.3939 | 884 | 1.4431 | 0.1153 | 1.4431 | 1.2013 |
494
- | 0.4635 | 13.4242 | 886 | 1.4227 | 0.0528 | 1.4227 | 1.1928 |
495
- | 0.4635 | 13.4545 | 888 | 1.4199 | 0.0686 | 1.4199 | 1.1916 |
496
- | 0.4635 | 13.4848 | 890 | 1.4262 | 0.0686 | 1.4262 | 1.1943 |
497
- | 0.4635 | 13.5152 | 892 | 1.4411 | 0.0528 | 1.4411 | 1.2004 |
498
 
499
 
500
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k14_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_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k14_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.
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  It achieves the following results on the evaluation set:
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+ - Loss: 1.4783
19
+ - Qwk: 0.0942
20
+ - Mse: 1.4783
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+ - Rmse: 1.2158
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0278 | 2 | 4.3908 | 0.0018 | 4.3908 | 2.0954 |
53
+ | No log | 0.0556 | 4 | 2.4684 | 0.0163 | 2.4684 | 1.5711 |
54
+ | No log | 0.0833 | 6 | 1.8910 | 0.0062 | 1.8910 | 1.3751 |
55
+ | No log | 0.1111 | 8 | 1.4190 | 0.0784 | 1.4190 | 1.1912 |
56
+ | No log | 0.1389 | 10 | 1.2558 | 0.0499 | 1.2558 | 1.1206 |
57
+ | No log | 0.1667 | 12 | 1.2964 | 0.0904 | 1.2964 | 1.1386 |
58
+ | No log | 0.1944 | 14 | 1.3326 | 0.0904 | 1.3326 | 1.1544 |
59
+ | No log | 0.2222 | 16 | 1.2447 | 0.0904 | 1.2447 | 1.1157 |
60
+ | No log | 0.25 | 18 | 1.2347 | 0.1343 | 1.2347 | 1.1112 |
61
+ | No log | 0.2778 | 20 | 1.2280 | 0.1773 | 1.2280 | 1.1082 |
62
+ | No log | 0.3056 | 22 | 1.2518 | 0.1870 | 1.2518 | 1.1188 |
63
+ | No log | 0.3333 | 24 | 1.2334 | 0.2424 | 1.2334 | 1.1106 |
64
+ | No log | 0.3611 | 26 | 1.1877 | 0.2142 | 1.1877 | 1.0898 |
65
+ | No log | 0.3889 | 28 | 1.1751 | 0.2939 | 1.1751 | 1.0840 |
66
+ | No log | 0.4167 | 30 | 1.3100 | 0.1266 | 1.3100 | 1.1445 |
67
+ | No log | 0.4444 | 32 | 1.2866 | 0.1203 | 1.2866 | 1.1343 |
68
+ | No log | 0.4722 | 34 | 1.2285 | 0.1793 | 1.2285 | 1.1084 |
69
+ | No log | 0.5 | 36 | 1.2166 | 0.1793 | 1.2166 | 1.1030 |
70
+ | No log | 0.5278 | 38 | 1.1990 | 0.2304 | 1.1990 | 1.0950 |
71
+ | No log | 0.5556 | 40 | 1.2417 | 0.0527 | 1.2417 | 1.1143 |
72
+ | No log | 0.5833 | 42 | 1.2153 | 0.0671 | 1.2153 | 1.1024 |
73
+ | No log | 0.6111 | 44 | 1.1962 | 0.2257 | 1.1962 | 1.0937 |
74
+ | No log | 0.6389 | 46 | 1.2540 | 0.1519 | 1.2540 | 1.1198 |
75
+ | No log | 0.6667 | 48 | 1.4859 | 0.0385 | 1.4859 | 1.2190 |
76
+ | No log | 0.6944 | 50 | 1.7331 | -0.0149 | 1.7331 | 1.3165 |
77
+ | No log | 0.7222 | 52 | 1.9043 | 0.0527 | 1.9043 | 1.3800 |
78
+ | No log | 0.75 | 54 | 2.3084 | 0.0692 | 2.3084 | 1.5193 |
79
+ | No log | 0.7778 | 56 | 2.0933 | 0.0971 | 2.0933 | 1.4468 |
80
+ | No log | 0.8056 | 58 | 1.9252 | 0.0 | 1.9252 | 1.3875 |
81
+ | No log | 0.8333 | 60 | 1.6539 | 0.0 | 1.6539 | 1.2860 |
82
+ | No log | 0.8611 | 62 | 1.3286 | 0.0189 | 1.3286 | 1.1527 |
83
+ | No log | 0.8889 | 64 | 1.1943 | 0.2574 | 1.1943 | 1.0929 |
84
+ | No log | 0.9167 | 66 | 1.1838 | 0.2351 | 1.1838 | 1.0880 |
85
+ | No log | 0.9444 | 68 | 1.1985 | 0.2834 | 1.1985 | 1.0948 |
86
+ | No log | 0.9722 | 70 | 1.2564 | 0.0494 | 1.2564 | 1.1209 |
87
+ | No log | 1.0 | 72 | 1.4554 | -0.0057 | 1.4554 | 1.2064 |
88
+ | No log | 1.0278 | 74 | 1.5507 | -0.0170 | 1.5507 | 1.2453 |
89
+ | No log | 1.0556 | 76 | 1.3413 | 0.0687 | 1.3413 | 1.1581 |
90
+ | No log | 1.0833 | 78 | 1.3099 | 0.0896 | 1.3099 | 1.1445 |
91
+ | No log | 1.1111 | 80 | 1.3275 | 0.0958 | 1.3275 | 1.1522 |
92
+ | No log | 1.1389 | 82 | 1.3039 | 0.0948 | 1.3039 | 1.1419 |
93
+ | No log | 1.1667 | 84 | 1.2896 | 0.1370 | 1.2896 | 1.1356 |
94
+ | No log | 1.1944 | 86 | 1.3087 | 0.1085 | 1.3087 | 1.1440 |
95
+ | No log | 1.2222 | 88 | 1.2936 | 0.1706 | 1.2936 | 1.1374 |
96
+ | No log | 1.25 | 90 | 1.3511 | 0.1112 | 1.3511 | 1.1624 |
97
+ | No log | 1.2778 | 92 | 1.5552 | 0.0972 | 1.5552 | 1.2471 |
98
+ | No log | 1.3056 | 94 | 1.4761 | 0.0835 | 1.4761 | 1.2149 |
99
+ | No log | 1.3333 | 96 | 1.5272 | 0.0986 | 1.5272 | 1.2358 |
100
+ | No log | 1.3611 | 98 | 1.5402 | 0.0676 | 1.5402 | 1.2411 |
101
+ | No log | 1.3889 | 100 | 1.5763 | 0.0748 | 1.5763 | 1.2555 |
102
+ | No log | 1.4167 | 102 | 1.5962 | 0.1171 | 1.5962 | 1.2634 |
103
+ | No log | 1.4444 | 104 | 1.4926 | 0.0436 | 1.4926 | 1.2217 |
104
+ | No log | 1.4722 | 106 | 1.3399 | 0.0253 | 1.3399 | 1.1576 |
105
+ | No log | 1.5 | 108 | 1.3434 | 0.1044 | 1.3434 | 1.1591 |
106
+ | No log | 1.5278 | 110 | 1.7306 | -0.0538 | 1.7306 | 1.3155 |
107
+ | No log | 1.5556 | 112 | 1.7733 | -0.0462 | 1.7733 | 1.3316 |
108
+ | No log | 1.5833 | 114 | 1.4248 | 0.0389 | 1.4248 | 1.1937 |
109
+ | No log | 1.6111 | 116 | 1.3030 | 0.0571 | 1.3030 | 1.1415 |
110
+ | No log | 1.6389 | 118 | 1.3709 | 0.0711 | 1.3709 | 1.1709 |
111
+ | No log | 1.6667 | 120 | 1.3963 | 0.0541 | 1.3963 | 1.1816 |
112
+ | No log | 1.6944 | 122 | 1.4351 | -0.0072 | 1.4351 | 1.1979 |
113
+ | No log | 1.7222 | 124 | 1.4204 | 0.0442 | 1.4204 | 1.1918 |
114
+ | No log | 1.75 | 126 | 1.4773 | -0.0438 | 1.4773 | 1.2154 |
115
+ | No log | 1.7778 | 128 | 1.6016 | -0.0060 | 1.6016 | 1.2655 |
116
+ | No log | 1.8056 | 130 | 1.7061 | 0.0170 | 1.7061 | 1.3062 |
117
+ | No log | 1.8333 | 132 | 1.7540 | 0.0039 | 1.7540 | 1.3244 |
118
+ | No log | 1.8611 | 134 | 1.8960 | 0.0562 | 1.8960 | 1.3770 |
119
+ | No log | 1.8889 | 136 | 1.7839 | 0.0078 | 1.7839 | 1.3356 |
120
+ | No log | 1.9167 | 138 | 1.7995 | 0.0235 | 1.7995 | 1.3414 |
121
+ | No log | 1.9444 | 140 | 1.8029 | -0.0023 | 1.8029 | 1.3427 |
122
+ | No log | 1.9722 | 142 | 1.8423 | 0.0475 | 1.8423 | 1.3573 |
123
+ | No log | 2.0 | 144 | 2.0453 | -0.1564 | 2.0453 | 1.4301 |
124
+ | No log | 2.0278 | 146 | 1.9214 | -0.1329 | 1.9214 | 1.3861 |
125
+ | No log | 2.0556 | 148 | 1.6678 | -0.0708 | 1.6678 | 1.2914 |
126
+ | No log | 2.0833 | 150 | 1.6755 | -0.0137 | 1.6755 | 1.2944 |
127
+ | No log | 2.1111 | 152 | 1.6419 | 0.0398 | 1.6419 | 1.2814 |
128
+ | No log | 2.1389 | 154 | 1.6394 | 0.0207 | 1.6394 | 1.2804 |
129
+ | No log | 2.1667 | 156 | 1.6628 | 0.0608 | 1.6628 | 1.2895 |
130
+ | No log | 2.1944 | 158 | 1.7102 | 0.0449 | 1.7102 | 1.3077 |
131
+ | No log | 2.2222 | 160 | 1.6743 | 0.0733 | 1.6743 | 1.2939 |
132
+ | No log | 2.25 | 162 | 1.6715 | 0.1079 | 1.6715 | 1.2929 |
133
+ | No log | 2.2778 | 164 | 1.7017 | 0.0449 | 1.7017 | 1.3045 |
134
+ | No log | 2.3056 | 166 | 1.8287 | 0.0334 | 1.8287 | 1.3523 |
135
+ | No log | 2.3333 | 168 | 1.8776 | 0.1555 | 1.8776 | 1.3702 |
136
+ | No log | 2.3611 | 170 | 1.6171 | -0.0027 | 1.6171 | 1.2717 |
137
+ | No log | 2.3889 | 172 | 1.3943 | 0.0789 | 1.3943 | 1.1808 |
138
+ | No log | 2.4167 | 174 | 1.3739 | 0.0472 | 1.3739 | 1.1722 |
139
+ | No log | 2.4444 | 176 | 1.3862 | 0.0741 | 1.3862 | 1.1774 |
140
+ | No log | 2.4722 | 178 | 1.4410 | 0.0596 | 1.4410 | 1.2004 |
141
+ | No log | 2.5 | 180 | 1.6134 | -0.0393 | 1.6134 | 1.2702 |
142
+ | No log | 2.5278 | 182 | 1.7460 | 0.0396 | 1.7460 | 1.3214 |
143
+ | No log | 2.5556 | 184 | 1.6180 | -0.0465 | 1.6180 | 1.2720 |
144
+ | No log | 2.5833 | 186 | 1.6388 | 0.0515 | 1.6388 | 1.2802 |
145
+ | No log | 2.6111 | 188 | 1.8448 | 0.0310 | 1.8448 | 1.3582 |
146
+ | No log | 2.6389 | 190 | 2.1639 | 0.1395 | 2.1639 | 1.4710 |
147
+ | No log | 2.6667 | 192 | 2.0278 | 0.1653 | 2.0278 | 1.4240 |
148
+ | No log | 2.6944 | 194 | 1.7109 | 0.0194 | 1.7109 | 1.3080 |
149
+ | No log | 2.7222 | 196 | 1.5241 | 0.0878 | 1.5241 | 1.2345 |
150
+ | No log | 2.75 | 198 | 1.5178 | 0.1371 | 1.5178 | 1.2320 |
151
+ | No log | 2.7778 | 200 | 1.5625 | 0.0453 | 1.5625 | 1.2500 |
152
+ | No log | 2.8056 | 202 | 1.7833 | 0.1257 | 1.7833 | 1.3354 |
153
+ | No log | 2.8333 | 204 | 2.0563 | 0.1476 | 2.0563 | 1.4340 |
154
+ | No log | 2.8611 | 206 | 2.0022 | 0.1524 | 2.0022 | 1.4150 |
155
+ | No log | 2.8889 | 208 | 1.7258 | 0.0534 | 1.7258 | 1.3137 |
156
+ | No log | 2.9167 | 210 | 1.5927 | -0.0888 | 1.5927 | 1.2620 |
157
+ | No log | 2.9444 | 212 | 1.5300 | 0.0138 | 1.5300 | 1.2369 |
158
+ | No log | 2.9722 | 214 | 1.5205 | 0.1564 | 1.5205 | 1.2331 |
159
+ | No log | 3.0 | 216 | 1.4998 | 0.0568 | 1.4998 | 1.2247 |
160
+ | No log | 3.0278 | 218 | 1.5497 | 0.0 | 1.5497 | 1.2449 |
161
+ | No log | 3.0556 | 220 | 1.6096 | -0.0202 | 1.6096 | 1.2687 |
162
+ | No log | 3.0833 | 222 | 1.6129 | -0.0202 | 1.6129 | 1.2700 |
163
+ | No log | 3.1111 | 224 | 1.6368 | 0.0657 | 1.6368 | 1.2794 |
164
+ | No log | 3.1389 | 226 | 1.6984 | 0.0271 | 1.6984 | 1.3032 |
165
+ | No log | 3.1667 | 228 | 1.8088 | 0.0770 | 1.8088 | 1.3449 |
166
+ | No log | 3.1944 | 230 | 1.9363 | 0.1653 | 1.9363 | 1.3915 |
167
+ | No log | 3.2222 | 232 | 1.8870 | 0.1577 | 1.8870 | 1.3737 |
168
+ | No log | 3.25 | 234 | 1.7260 | 0.0894 | 1.7260 | 1.3138 |
169
+ | No log | 3.2778 | 236 | 1.6076 | 0.0338 | 1.6076 | 1.2679 |
170
+ | No log | 3.3056 | 238 | 1.4783 | -0.0183 | 1.4783 | 1.2159 |
171
+ | No log | 3.3333 | 240 | 1.5074 | 0.0613 | 1.5074 | 1.2277 |
172
+ | No log | 3.3611 | 242 | 1.5532 | 0.0586 | 1.5532 | 1.2463 |
173
+ | No log | 3.3889 | 244 | 1.5473 | -0.0469 | 1.5473 | 1.2439 |
174
+ | No log | 3.4167 | 246 | 1.6608 | 0.0479 | 1.6608 | 1.2887 |
175
+ | No log | 3.4444 | 248 | 1.8463 | 0.0838 | 1.8463 | 1.3588 |
176
+ | No log | 3.4722 | 250 | 1.8613 | 0.0064 | 1.8613 | 1.3643 |
177
+ | No log | 3.5 | 252 | 1.7990 | 0.0222 | 1.7990 | 1.3413 |
178
+ | No log | 3.5278 | 254 | 1.8177 | -0.0156 | 1.8177 | 1.3482 |
179
+ | No log | 3.5556 | 256 | 1.8382 | 0.0033 | 1.8382 | 1.3558 |
180
+ | No log | 3.5833 | 258 | 1.9061 | 0.0875 | 1.9061 | 1.3806 |
181
+ | No log | 3.6111 | 260 | 1.9296 | 0.1367 | 1.9296 | 1.3891 |
182
+ | No log | 3.6389 | 262 | 1.7995 | 0.1075 | 1.7995 | 1.3415 |
183
+ | No log | 3.6667 | 264 | 1.5736 | -0.0277 | 1.5736 | 1.2544 |
184
+ | No log | 3.6944 | 266 | 1.4933 | 0.0327 | 1.4933 | 1.2220 |
185
+ | No log | 3.7222 | 268 | 1.4773 | 0.0571 | 1.4773 | 1.2155 |
186
+ | No log | 3.75 | 270 | 1.5044 | -0.0043 | 1.5044 | 1.2265 |
187
+ | No log | 3.7778 | 272 | 1.5844 | -0.0462 | 1.5844 | 1.2587 |
188
+ | No log | 3.8056 | 274 | 1.7438 | 0.0066 | 1.7438 | 1.3205 |
189
+ | No log | 3.8333 | 276 | 1.7531 | 0.0470 | 1.7531 | 1.3241 |
190
+ | No log | 3.8611 | 278 | 1.6838 | -0.0043 | 1.6838 | 1.2976 |
191
+ | No log | 3.8889 | 280 | 1.6424 | -0.0346 | 1.6424 | 1.2816 |
192
+ | No log | 3.9167 | 282 | 1.6533 | -0.0293 | 1.6533 | 1.2858 |
193
+ | No log | 3.9444 | 284 | 1.6947 | -0.0163 | 1.6947 | 1.3018 |
194
+ | No log | 3.9722 | 286 | 1.7148 | -0.0452 | 1.7148 | 1.3095 |
195
+ | No log | 4.0 | 288 | 1.7771 | 0.0108 | 1.7771 | 1.3331 |
196
+ | No log | 4.0278 | 290 | 1.7063 | -0.0374 | 1.7063 | 1.3063 |
197
+ | No log | 4.0556 | 292 | 1.6665 | -0.0316 | 1.6665 | 1.2909 |
198
+ | No log | 4.0833 | 294 | 1.6763 | -0.0316 | 1.6763 | 1.2947 |
199
+ | No log | 4.1111 | 296 | 1.7826 | 0.0017 | 1.7826 | 1.3351 |
200
+ | No log | 4.1389 | 298 | 1.9592 | -0.0130 | 1.9592 | 1.3997 |
201
+ | No log | 4.1667 | 300 | 2.0569 | 0.0665 | 2.0569 | 1.4342 |
202
+ | No log | 4.1944 | 302 | 1.9460 | 0.0267 | 1.9460 | 1.3950 |
203
+ | No log | 4.2222 | 304 | 1.7347 | -0.0336 | 1.7347 | 1.3171 |
204
+ | No log | 4.25 | 306 | 1.7109 | -0.0377 | 1.7109 | 1.3080 |
205
+ | No log | 4.2778 | 308 | 1.7351 | -0.0544 | 1.7351 | 1.3172 |
206
+ | No log | 4.3056 | 310 | 1.7682 | -0.0475 | 1.7682 | 1.3297 |
207
+ | No log | 4.3333 | 312 | 1.7750 | -0.0490 | 1.7750 | 1.3323 |
208
+ | No log | 4.3611 | 314 | 1.8296 | -0.0153 | 1.8296 | 1.3526 |
209
+ | No log | 4.3889 | 316 | 1.9519 | 0.0327 | 1.9519 | 1.3971 |
210
+ | No log | 4.4167 | 318 | 1.9059 | 0.0643 | 1.9059 | 1.3805 |
211
+ | No log | 4.4444 | 320 | 1.7882 | 0.0441 | 1.7882 | 1.3372 |
212
+ | No log | 4.4722 | 322 | 1.6162 | -0.0192 | 1.6162 | 1.2713 |
213
+ | No log | 4.5 | 324 | 1.6141 | -0.0316 | 1.6141 | 1.2705 |
214
+ | No log | 4.5278 | 326 | 1.6037 | 0.0206 | 1.6037 | 1.2664 |
215
+ | No log | 4.5556 | 328 | 1.6305 | 0.0169 | 1.6305 | 1.2769 |
216
+ | No log | 4.5833 | 330 | 1.7795 | 0.0673 | 1.7795 | 1.3340 |
217
+ | No log | 4.6111 | 332 | 1.9452 | 0.1634 | 1.9452 | 1.3947 |
218
+ | No log | 4.6389 | 334 | 1.9325 | 0.1433 | 1.9325 | 1.3902 |
219
+ | No log | 4.6667 | 336 | 1.7774 | 0.0842 | 1.7774 | 1.3332 |
220
+ | No log | 4.6944 | 338 | 1.6904 | 0.0667 | 1.6904 | 1.3001 |
221
+ | No log | 4.7222 | 340 | 1.6976 | 0.0643 | 1.6976 | 1.3029 |
222
+ | No log | 4.75 | 342 | 1.6880 | 0.0297 | 1.6880 | 1.2992 |
223
+ | No log | 4.7778 | 344 | 1.6321 | 0.0774 | 1.6321 | 1.2775 |
224
+ | No log | 4.8056 | 346 | 1.5955 | 0.0618 | 1.5955 | 1.2631 |
225
+ | No log | 4.8333 | 348 | 1.5545 | 0.0774 | 1.5545 | 1.2468 |
226
+ | No log | 4.8611 | 350 | 1.4817 | 0.0159 | 1.4817 | 1.2172 |
227
+ | No log | 4.8889 | 352 | 1.4483 | 0.0159 | 1.4483 | 1.2034 |
228
+ | No log | 4.9167 | 354 | 1.4751 | 0.0177 | 1.4751 | 1.2145 |
229
+ | No log | 4.9444 | 356 | 1.5550 | 0.1027 | 1.5550 | 1.2470 |
230
+ | No log | 4.9722 | 358 | 1.5540 | 0.0732 | 1.5540 | 1.2466 |
231
+ | No log | 5.0 | 360 | 1.4568 | 0.0415 | 1.4568 | 1.2070 |
232
+ | No log | 5.0278 | 362 | 1.4346 | 0.0222 | 1.4346 | 1.1977 |
233
+ | No log | 5.0556 | 364 | 1.4950 | -0.0602 | 1.4950 | 1.2227 |
234
+ | No log | 5.0833 | 366 | 1.6808 | 0.0587 | 1.6808 | 1.2965 |
235
+ | No log | 5.1111 | 368 | 1.8208 | 0.1675 | 1.8208 | 1.3494 |
236
+ | No log | 5.1389 | 370 | 1.7587 | 0.1139 | 1.7587 | 1.3262 |
237
+ | No log | 5.1667 | 372 | 1.5895 | 0.1522 | 1.5895 | 1.2608 |
238
+ | No log | 5.1944 | 374 | 1.5090 | 0.0669 | 1.5090 | 1.2284 |
239
+ | No log | 5.2222 | 376 | 1.4882 | 0.1452 | 1.4882 | 1.2199 |
240
+ | No log | 5.25 | 378 | 1.4928 | 0.0595 | 1.4928 | 1.2218 |
241
+ | No log | 5.2778 | 380 | 1.4942 | 0.1387 | 1.4942 | 1.2224 |
242
+ | No log | 5.3056 | 382 | 1.5519 | 0.1132 | 1.5519 | 1.2458 |
243
+ | No log | 5.3333 | 384 | 1.4782 | 0.0549 | 1.4782 | 1.2158 |
244
+ | No log | 5.3611 | 386 | 1.3654 | 0.1027 | 1.3654 | 1.1685 |
245
+ | No log | 5.3889 | 388 | 1.3137 | 0.1279 | 1.3137 | 1.1462 |
246
+ | No log | 5.4167 | 390 | 1.3961 | 0.0266 | 1.3961 | 1.1816 |
247
+ | No log | 5.4444 | 392 | 1.7273 | 0.1443 | 1.7273 | 1.3143 |
248
+ | No log | 5.4722 | 394 | 1.9781 | 0.2008 | 1.9781 | 1.4065 |
249
+ | No log | 5.5 | 396 | 1.9302 | 0.1814 | 1.9302 | 1.3893 |
250
+ | No log | 5.5278 | 398 | 1.6593 | 0.1113 | 1.6593 | 1.2881 |
251
+ | No log | 5.5556 | 400 | 1.4817 | 0.0476 | 1.4817 | 1.2173 |
252
+ | No log | 5.5833 | 402 | 1.4839 | 0.0539 | 1.4839 | 1.2182 |
253
+ | No log | 5.6111 | 404 | 1.5411 | 0.0084 | 1.5411 | 1.2414 |
254
+ | No log | 5.6389 | 406 | 1.6166 | 0.0268 | 1.6166 | 1.2715 |
255
+ | No log | 5.6667 | 408 | 1.6759 | 0.1040 | 1.6759 | 1.2946 |
256
+ | No log | 5.6944 | 410 | 1.7155 | 0.1282 | 1.7155 | 1.3098 |
257
+ | No log | 5.7222 | 412 | 1.5840 | 0.0560 | 1.5840 | 1.2586 |
258
+ | No log | 5.75 | 414 | 1.4812 | -0.0088 | 1.4812 | 1.2171 |
259
+ | No log | 5.7778 | 416 | 1.4502 | 0.0542 | 1.4502 | 1.2043 |
260
+ | No log | 5.8056 | 418 | 1.4523 | 0.0120 | 1.4523 | 1.2051 |
261
+ | No log | 5.8333 | 420 | 1.5046 | 0.0578 | 1.5046 | 1.2266 |
262
+ | No log | 5.8611 | 422 | 1.6303 | 0.1230 | 1.6303 | 1.2768 |
263
+ | No log | 5.8889 | 424 | 1.6661 | 0.1407 | 1.6661 | 1.2908 |
264
+ | No log | 5.9167 | 426 | 1.6109 | 0.1562 | 1.6109 | 1.2692 |
265
+ | No log | 5.9444 | 428 | 1.5508 | 0.1597 | 1.5508 | 1.2453 |
266
+ | No log | 5.9722 | 430 | 1.5330 | 0.1763 | 1.5330 | 1.2382 |
267
+ | No log | 6.0 | 432 | 1.4522 | 0.0647 | 1.4522 | 1.2051 |
268
+ | No log | 6.0278 | 434 | 1.3670 | 0.1405 | 1.3670 | 1.1692 |
269
+ | No log | 6.0556 | 436 | 1.3098 | 0.0916 | 1.3098 | 1.1445 |
270
+ | No log | 6.0833 | 438 | 1.3019 | 0.0556 | 1.3019 | 1.1410 |
271
+ | No log | 6.1111 | 440 | 1.3161 | 0.0916 | 1.3161 | 1.1472 |
272
+ | No log | 6.1389 | 442 | 1.4048 | 0.0741 | 1.4048 | 1.1853 |
273
+ | No log | 6.1667 | 444 | 1.4405 | 0.0426 | 1.4405 | 1.2002 |
274
+ | No log | 6.1944 | 446 | 1.4197 | 0.0339 | 1.4197 | 1.1915 |
275
+ | No log | 6.2222 | 448 | 1.4177 | 0.0412 | 1.4177 | 1.1907 |
276
+ | No log | 6.25 | 450 | 1.4915 | 0.1226 | 1.4915 | 1.2213 |
277
+ | No log | 6.2778 | 452 | 1.5652 | 0.1040 | 1.5652 | 1.2511 |
278
+ | No log | 6.3056 | 454 | 1.5836 | 0.1280 | 1.5836 | 1.2584 |
279
+ | No log | 6.3333 | 456 | 1.6084 | 0.1445 | 1.6084 | 1.2682 |
280
+ | No log | 6.3611 | 458 | 1.6110 | 0.1621 | 1.6110 | 1.2692 |
281
+ | No log | 6.3889 | 460 | 1.6264 | 0.1850 | 1.6264 | 1.2753 |
282
+ | No log | 6.4167 | 462 | 1.6416 | 0.1850 | 1.6416 | 1.2813 |
283
+ | No log | 6.4444 | 464 | 1.5420 | 0.1041 | 1.5420 | 1.2418 |
284
+ | No log | 6.4722 | 466 | 1.4671 | 0.0723 | 1.4671 | 1.2112 |
285
+ | No log | 6.5 | 468 | 1.4591 | 0.0260 | 1.4591 | 1.2079 |
286
+ | No log | 6.5278 | 470 | 1.4976 | 0.0575 | 1.4976 | 1.2238 |
287
+ | No log | 6.5556 | 472 | 1.6001 | 0.1687 | 1.6001 | 1.2649 |
288
+ | No log | 6.5833 | 474 | 1.5693 | 0.1436 | 1.5693 | 1.2527 |
289
+ | No log | 6.6111 | 476 | 1.4444 | 0.0876 | 1.4444 | 1.2018 |
290
+ | No log | 6.6389 | 478 | 1.4022 | 0.1396 | 1.4022 | 1.1841 |
291
+ | No log | 6.6667 | 480 | 1.4127 | 0.1363 | 1.4127 | 1.1886 |
292
+ | No log | 6.6944 | 482 | 1.4735 | 0.0796 | 1.4735 | 1.2139 |
293
+ | No log | 6.7222 | 484 | 1.7272 | 0.1675 | 1.7272 | 1.3142 |
294
+ | No log | 6.75 | 486 | 2.1160 | 0.1672 | 2.1160 | 1.4546 |
295
+ | No log | 6.7778 | 488 | 2.2333 | 0.1064 | 2.2333 | 1.4944 |
296
+ | No log | 6.8056 | 490 | 2.0500 | 0.1439 | 2.0500 | 1.4318 |
297
+ | No log | 6.8333 | 492 | 1.7347 | 0.1848 | 1.7347 | 1.3171 |
298
+ | No log | 6.8611 | 494 | 1.4386 | 0.1071 | 1.4386 | 1.1994 |
299
+ | No log | 6.8889 | 496 | 1.3194 | 0.0415 | 1.3194 | 1.1486 |
300
+ | No log | 6.9167 | 498 | 1.3173 | 0.1505 | 1.3173 | 1.1477 |
301
+ | 0.4337 | 6.9444 | 500 | 1.3551 | 0.1015 | 1.3551 | 1.1641 |
302
+ | 0.4337 | 6.9722 | 502 | 1.4226 | 0.0822 | 1.4226 | 1.1927 |
303
+ | 0.4337 | 7.0 | 504 | 1.5548 | 0.1282 | 1.5548 | 1.2469 |
304
+ | 0.4337 | 7.0278 | 506 | 1.6336 | 0.1436 | 1.6336 | 1.2781 |
305
+ | 0.4337 | 7.0556 | 508 | 1.5623 | 0.1549 | 1.5623 | 1.2499 |
306
+ | 0.4337 | 7.0833 | 510 | 1.4634 | 0.0575 | 1.4634 | 1.2097 |
307
+ | 0.4337 | 7.1111 | 512 | 1.4433 | 0.0668 | 1.4433 | 1.2014 |
308
+ | 0.4337 | 7.1389 | 514 | 1.4810 | 0.0942 | 1.4810 | 1.2169 |
309
+ | 0.4337 | 7.1667 | 516 | 1.4692 | 0.0942 | 1.4692 | 1.2121 |
310
+ | 0.4337 | 7.1944 | 518 | 1.4783 | 0.0942 | 1.4783 | 1.2158 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
311
 
312
 
313
  ### Framework versions