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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k20_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7706
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- - Qwk: 0.2353
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- - Mse: 0.7706
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- - Rmse: 0.8778
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  ## Model description
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@@ -49,274 +49,267 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0444 | 2 | 2.6359 | -0.0262 | 2.6359 | 1.6235 |
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- | No log | 0.0889 | 4 | 1.3851 | 0.0750 | 1.3851 | 1.1769 |
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- | No log | 0.1333 | 6 | 1.2984 | -0.1983 | 1.2984 | 1.1395 |
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- | No log | 0.1778 | 8 | 1.2589 | -0.2787 | 1.2589 | 1.1220 |
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- | No log | 0.2222 | 10 | 1.1997 | -0.1356 | 1.1997 | 1.0953 |
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- | No log | 0.2667 | 12 | 1.2070 | -0.1705 | 1.2070 | 1.0986 |
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- | No log | 0.3111 | 14 | 1.3576 | -0.1384 | 1.3576 | 1.1652 |
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- | No log | 0.3556 | 16 | 1.6718 | 0.0289 | 1.6718 | 1.2930 |
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- | No log | 0.4 | 18 | 1.5585 | 0.0278 | 1.5585 | 1.2484 |
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- | No log | 0.4444 | 20 | 1.1516 | -0.0961 | 1.1516 | 1.0731 |
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- | No log | 0.4889 | 22 | 0.9965 | -0.0288 | 0.9965 | 0.9982 |
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- | No log | 0.5333 | 24 | 0.8746 | 0.0725 | 0.8746 | 0.9352 |
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- | No log | 0.5778 | 26 | 0.8535 | 0.0410 | 0.8535 | 0.9238 |
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- | No log | 0.6222 | 28 | 0.8574 | 0.0937 | 0.8574 | 0.9260 |
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- | No log | 0.6667 | 30 | 0.8894 | 0.0509 | 0.8894 | 0.9431 |
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- | No log | 0.7111 | 32 | 0.8933 | 0.0947 | 0.8933 | 0.9452 |
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- | No log | 0.7556 | 34 | 0.9631 | 0.0609 | 0.9631 | 0.9814 |
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- | No log | 0.8 | 36 | 1.0418 | 0.0329 | 1.0418 | 1.0207 |
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- | No log | 0.8444 | 38 | 1.1758 | 0.0095 | 1.1758 | 1.0843 |
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- | No log | 0.8889 | 40 | 1.1874 | 0.0126 | 1.1874 | 1.0897 |
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- | No log | 0.9333 | 42 | 0.9553 | -0.0484 | 0.9553 | 0.9774 |
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- | No log | 0.9778 | 44 | 0.8113 | 0.1737 | 0.8113 | 0.9007 |
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- | No log | 1.0222 | 46 | 0.9473 | 0.2651 | 0.9473 | 0.9733 |
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- | No log | 1.0667 | 48 | 1.0228 | 0.2757 | 1.0228 | 1.0113 |
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- | No log | 1.1111 | 50 | 1.0274 | 0.2543 | 1.0274 | 1.0136 |
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- | No log | 1.1556 | 52 | 0.8946 | 0.2063 | 0.8946 | 0.9458 |
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- | No log | 1.2 | 54 | 0.7827 | 0.0757 | 0.7827 | 0.8847 |
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- | No log | 1.2444 | 56 | 0.8118 | 0.0804 | 0.8118 | 0.9010 |
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- | No log | 1.2889 | 58 | 0.9449 | 0.0506 | 0.9449 | 0.9721 |
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- | No log | 1.3333 | 60 | 1.1381 | 0.0661 | 1.1381 | 1.0668 |
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- | No log | 1.3778 | 62 | 1.1565 | 0.0643 | 1.1565 | 1.0754 |
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- | No log | 1.4222 | 64 | 1.0107 | 0.2092 | 1.0107 | 1.0054 |
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- | No log | 1.4667 | 66 | 0.9388 | 0.2034 | 0.9388 | 0.9689 |
85
- | No log | 1.5111 | 68 | 0.9827 | 0.2118 | 0.9827 | 0.9913 |
86
- | No log | 1.5556 | 70 | 1.0083 | 0.1460 | 1.0083 | 1.0041 |
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- | No log | 1.6 | 72 | 0.9885 | 0.0823 | 0.9885 | 0.9942 |
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- | No log | 1.6444 | 74 | 1.0197 | 0.1153 | 1.0197 | 1.0098 |
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- | No log | 1.6889 | 76 | 0.9375 | 0.0813 | 0.9375 | 0.9682 |
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- | No log | 1.7333 | 78 | 0.8498 | 0.0 | 0.8498 | 0.9218 |
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- | No log | 1.7778 | 80 | 0.8160 | 0.1440 | 0.8160 | 0.9033 |
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- | No log | 1.8222 | 82 | 0.8221 | 0.1440 | 0.8221 | 0.9067 |
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- | No log | 1.8667 | 84 | 0.8814 | 0.0727 | 0.8814 | 0.9388 |
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- | No log | 1.9111 | 86 | 1.0439 | 0.1427 | 1.0439 | 1.0217 |
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- | No log | 1.9556 | 88 | 1.0433 | 0.1122 | 1.0433 | 1.0214 |
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- | No log | 2.0 | 90 | 1.0135 | 0.0722 | 1.0135 | 1.0067 |
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- | No log | 2.0444 | 92 | 0.9971 | 0.1311 | 0.9971 | 0.9985 |
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- | No log | 2.0889 | 94 | 0.9859 | 0.1627 | 0.9859 | 0.9929 |
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- | No log | 2.1333 | 96 | 0.9564 | 0.1627 | 0.9564 | 0.9780 |
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- | No log | 2.1778 | 98 | 0.9328 | 0.1289 | 0.9328 | 0.9658 |
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- | No log | 2.2222 | 100 | 0.9468 | 0.1661 | 0.9468 | 0.9730 |
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- | No log | 2.2667 | 102 | 0.9298 | 0.1289 | 0.9298 | 0.9643 |
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- | No log | 2.3111 | 104 | 1.0249 | 0.1121 | 1.0249 | 1.0124 |
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- | No log | 2.3556 | 106 | 0.9742 | 0.1419 | 0.9742 | 0.9870 |
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- | No log | 2.4 | 108 | 0.8918 | 0.1410 | 0.8918 | 0.9443 |
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- | No log | 2.4444 | 110 | 0.8916 | 0.1455 | 0.8916 | 0.9443 |
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- | No log | 2.4889 | 112 | 0.8683 | 0.1684 | 0.8683 | 0.9318 |
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- | No log | 2.5333 | 114 | 0.8725 | 0.1986 | 0.8725 | 0.9341 |
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- | No log | 2.5778 | 116 | 0.8877 | 0.2279 | 0.8877 | 0.9422 |
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- | No log | 2.6222 | 118 | 0.9302 | 0.2192 | 0.9302 | 0.9645 |
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- | No log | 2.6667 | 120 | 0.9946 | 0.1801 | 0.9946 | 0.9973 |
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- | No log | 2.7111 | 122 | 0.9407 | 0.2053 | 0.9407 | 0.9699 |
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- | No log | 2.7556 | 124 | 0.9338 | 0.2256 | 0.9338 | 0.9663 |
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- | No log | 2.8 | 126 | 0.9154 | 0.2172 | 0.9154 | 0.9568 |
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- | No log | 2.8444 | 128 | 0.9244 | 0.1901 | 0.9244 | 0.9615 |
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- | No log | 2.8889 | 130 | 0.8507 | 0.2099 | 0.8507 | 0.9223 |
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- | No log | 2.9333 | 132 | 0.8177 | 0.2099 | 0.8177 | 0.9043 |
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- | No log | 2.9778 | 134 | 0.8226 | 0.1373 | 0.8226 | 0.9070 |
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- | No log | 3.0222 | 136 | 0.7946 | 0.2748 | 0.7946 | 0.8914 |
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- | No log | 3.0667 | 138 | 0.7981 | 0.2413 | 0.7981 | 0.8934 |
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- | No log | 3.1111 | 140 | 0.8030 | 0.2413 | 0.8030 | 0.8961 |
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- | No log | 3.1556 | 142 | 0.8052 | 0.2224 | 0.8052 | 0.8973 |
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- | No log | 3.2 | 144 | 0.8033 | 0.2193 | 0.8033 | 0.8963 |
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- | No log | 3.2444 | 146 | 0.7992 | 0.2224 | 0.7992 | 0.8940 |
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- | No log | 3.2889 | 148 | 0.7863 | 0.2224 | 0.7863 | 0.8868 |
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- | No log | 3.3333 | 150 | 0.7897 | 0.2398 | 0.7897 | 0.8886 |
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- | No log | 3.3778 | 152 | 0.7800 | 0.1733 | 0.7800 | 0.8832 |
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- | No log | 3.4222 | 154 | 0.8836 | 0.3942 | 0.8836 | 0.9400 |
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- | No log | 3.4667 | 156 | 1.0237 | 0.2702 | 1.0237 | 1.0118 |
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- | No log | 3.5111 | 158 | 1.0113 | 0.3068 | 1.0113 | 1.0056 |
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- | No log | 3.5556 | 160 | 0.8837 | 0.3007 | 0.8837 | 0.9401 |
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- | No log | 3.6 | 162 | 0.9049 | 0.2287 | 0.9049 | 0.9513 |
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- | No log | 3.6444 | 164 | 0.9073 | 0.2929 | 0.9073 | 0.9525 |
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- | No log | 3.6889 | 166 | 1.0193 | 0.3115 | 1.0193 | 1.0096 |
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- | No log | 3.7333 | 168 | 1.3068 | 0.0996 | 1.3068 | 1.1431 |
136
- | No log | 3.7778 | 170 | 1.2650 | 0.1270 | 1.2650 | 1.1247 |
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- | No log | 3.8222 | 172 | 1.0853 | 0.2066 | 1.0853 | 1.0418 |
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- | No log | 3.8667 | 174 | 0.9475 | 0.1627 | 0.9475 | 0.9734 |
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- | No log | 3.9111 | 176 | 0.9393 | 0.1361 | 0.9393 | 0.9692 |
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- | No log | 3.9556 | 178 | 0.9032 | 0.1935 | 0.9032 | 0.9504 |
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- | No log | 4.0 | 180 | 0.9443 | 0.3023 | 0.9443 | 0.9718 |
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- | No log | 4.0444 | 182 | 1.0410 | 0.2437 | 1.0410 | 1.0203 |
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- | No log | 4.0889 | 184 | 1.0042 | 0.2467 | 1.0042 | 1.0021 |
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- | No log | 4.1333 | 186 | 0.9166 | 0.3015 | 0.9166 | 0.9574 |
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- | No log | 4.1778 | 188 | 0.9054 | 0.3015 | 0.9054 | 0.9515 |
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- | No log | 4.2222 | 190 | 0.9717 | 0.2576 | 0.9717 | 0.9858 |
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- | No log | 4.2667 | 192 | 0.9867 | 0.3746 | 0.9867 | 0.9933 |
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- | No log | 4.3111 | 194 | 0.8844 | 0.2359 | 0.8844 | 0.9404 |
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- | No log | 4.3556 | 196 | 0.8209 | 0.2302 | 0.8209 | 0.9061 |
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- | No log | 4.4 | 198 | 0.8173 | 0.1970 | 0.8173 | 0.9041 |
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- | No log | 4.4444 | 200 | 0.9371 | 0.2294 | 0.9371 | 0.9680 |
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- | No log | 4.4889 | 202 | 1.2527 | 0.1814 | 1.2527 | 1.1192 |
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- | No log | 4.5333 | 204 | 1.2824 | 0.2062 | 1.2824 | 1.1324 |
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- | No log | 4.5778 | 206 | 1.0096 | 0.2728 | 1.0096 | 1.0048 |
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- | No log | 4.6222 | 208 | 0.8085 | 0.2413 | 0.8085 | 0.8992 |
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- | No log | 4.6667 | 210 | 0.9250 | 0.1158 | 0.9250 | 0.9618 |
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- | No log | 4.7111 | 212 | 0.9316 | 0.1158 | 0.9316 | 0.9652 |
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- | No log | 4.7556 | 214 | 0.8184 | 0.1746 | 0.8184 | 0.9047 |
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- | No log | 4.8 | 216 | 0.8481 | 0.2383 | 0.8481 | 0.9209 |
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- | No log | 4.8444 | 218 | 0.9099 | 0.2697 | 0.9099 | 0.9539 |
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- | No log | 4.8889 | 220 | 0.8584 | 0.2692 | 0.8584 | 0.9265 |
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- | No log | 4.9333 | 222 | 0.8381 | 0.2652 | 0.8381 | 0.9155 |
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- | No log | 4.9778 | 224 | 0.8421 | 0.2717 | 0.8421 | 0.9177 |
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- | No log | 5.0222 | 226 | 0.8487 | 0.0694 | 0.8487 | 0.9212 |
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- | No log | 5.0667 | 228 | 0.8518 | 0.0734 | 0.8518 | 0.9229 |
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- | No log | 5.1111 | 230 | 0.8451 | 0.2023 | 0.8451 | 0.9193 |
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- | No log | 5.1556 | 232 | 0.8862 | 0.2780 | 0.8862 | 0.9414 |
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- | No log | 5.2 | 234 | 0.9131 | 0.2920 | 0.9131 | 0.9556 |
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- | No log | 5.2444 | 236 | 0.9344 | 0.2914 | 0.9344 | 0.9667 |
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- | No log | 5.2889 | 238 | 0.9482 | 0.2400 | 0.9482 | 0.9738 |
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- | No log | 5.3333 | 240 | 0.9596 | 0.2920 | 0.9596 | 0.9796 |
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- | No log | 5.3778 | 242 | 0.9901 | 0.2236 | 0.9901 | 0.9950 |
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- | No log | 5.4222 | 244 | 0.9813 | 0.2471 | 0.9813 | 0.9906 |
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- | No log | 5.4667 | 246 | 0.9246 | 0.2544 | 0.9246 | 0.9616 |
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- | No log | 5.5111 | 248 | 0.8723 | 0.2535 | 0.8723 | 0.9340 |
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- | No log | 5.5556 | 250 | 0.8629 | 0.1741 | 0.8629 | 0.9289 |
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- | No log | 5.6 | 252 | 0.8369 | 0.1052 | 0.8369 | 0.9148 |
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- | No log | 5.6444 | 254 | 0.8093 | 0.2386 | 0.8093 | 0.8996 |
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- | No log | 5.6889 | 256 | 0.8478 | 0.3471 | 0.8478 | 0.9208 |
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- | No log | 5.7333 | 258 | 0.8445 | 0.3224 | 0.8445 | 0.9190 |
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- | No log | 5.7778 | 260 | 0.8165 | 0.2413 | 0.8165 | 0.9036 |
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- | No log | 5.8222 | 262 | 0.8475 | 0.1127 | 0.8475 | 0.9206 |
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- | No log | 5.8667 | 264 | 0.8828 | 0.1201 | 0.8828 | 0.9396 |
184
- | No log | 5.9111 | 266 | 0.8408 | 0.1440 | 0.8408 | 0.9169 |
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- | No log | 5.9556 | 268 | 0.8235 | 0.2413 | 0.8235 | 0.9075 |
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- | No log | 6.0 | 270 | 0.8147 | 0.2413 | 0.8147 | 0.9026 |
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- | No log | 6.0444 | 272 | 0.8096 | 0.1393 | 0.8096 | 0.8998 |
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- | No log | 6.0889 | 274 | 0.8162 | 0.0349 | 0.8162 | 0.9034 |
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- | No log | 6.1333 | 276 | 0.8120 | 0.1012 | 0.8120 | 0.9011 |
190
- | No log | 6.1778 | 278 | 0.8109 | 0.2023 | 0.8109 | 0.9005 |
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- | No log | 6.2222 | 280 | 0.8220 | 0.2023 | 0.8220 | 0.9067 |
192
- | No log | 6.2667 | 282 | 0.8290 | 0.2023 | 0.8290 | 0.9105 |
193
- | No log | 6.3111 | 284 | 0.8265 | 0.2023 | 0.8265 | 0.9091 |
194
- | No log | 6.3556 | 286 | 0.8296 | 0.2023 | 0.8296 | 0.9108 |
195
- | No log | 6.4 | 288 | 0.8760 | 0.2161 | 0.8760 | 0.9359 |
196
- | No log | 6.4444 | 290 | 0.9703 | 0.2518 | 0.9703 | 0.9850 |
197
- | No log | 6.4889 | 292 | 0.9586 | 0.2328 | 0.9586 | 0.9791 |
198
- | No log | 6.5333 | 294 | 0.8941 | 0.2349 | 0.8941 | 0.9456 |
199
- | No log | 6.5778 | 296 | 0.9063 | 0.2985 | 0.9063 | 0.9520 |
200
- | No log | 6.6222 | 298 | 0.9112 | 0.1089 | 0.9112 | 0.9546 |
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- | No log | 6.6667 | 300 | 0.8918 | 0.0790 | 0.8918 | 0.9443 |
202
- | No log | 6.7111 | 302 | 0.8200 | 0.1052 | 0.8200 | 0.9055 |
203
- | No log | 6.7556 | 304 | 0.7945 | 0.2907 | 0.7945 | 0.8914 |
204
- | No log | 6.8 | 306 | 0.8321 | 0.3116 | 0.8321 | 0.9122 |
205
- | No log | 6.8444 | 308 | 0.8312 | 0.3116 | 0.8312 | 0.9117 |
206
- | No log | 6.8889 | 310 | 0.7955 | 0.2717 | 0.7955 | 0.8919 |
207
- | No log | 6.9333 | 312 | 0.8168 | 0.2843 | 0.8168 | 0.9038 |
208
- | No log | 6.9778 | 314 | 0.8287 | 0.2530 | 0.8287 | 0.9103 |
209
- | No log | 7.0222 | 316 | 0.8406 | 0.2913 | 0.8406 | 0.9168 |
210
- | No log | 7.0667 | 318 | 0.8525 | 0.2847 | 0.8525 | 0.9233 |
211
- | No log | 7.1111 | 320 | 0.8395 | 0.2843 | 0.8395 | 0.9162 |
212
- | No log | 7.1556 | 322 | 0.8630 | 0.2953 | 0.8630 | 0.9290 |
213
- | No log | 7.2 | 324 | 0.8986 | 0.2751 | 0.8986 | 0.9480 |
214
- | No log | 7.2444 | 326 | 0.9044 | 0.3001 | 0.9044 | 0.9510 |
215
- | No log | 7.2889 | 328 | 0.8522 | 0.3088 | 0.8522 | 0.9231 |
216
- | No log | 7.3333 | 330 | 0.8280 | 0.2907 | 0.8280 | 0.9100 |
217
- | No log | 7.3778 | 332 | 0.7823 | 0.1723 | 0.7823 | 0.8845 |
218
- | No log | 7.4222 | 334 | 0.7785 | 0.1661 | 0.7785 | 0.8823 |
219
- | No log | 7.4667 | 336 | 0.7891 | 0.2043 | 0.7891 | 0.8883 |
220
- | No log | 7.5111 | 338 | 0.7788 | 0.2043 | 0.7788 | 0.8825 |
221
- | No log | 7.5556 | 340 | 0.7739 | 0.2043 | 0.7739 | 0.8797 |
222
- | No log | 7.6 | 342 | 0.7910 | 0.3011 | 0.7910 | 0.8894 |
223
- | No log | 7.6444 | 344 | 0.7786 | 0.2353 | 0.7786 | 0.8824 |
224
- | No log | 7.6889 | 346 | 0.7582 | 0.2043 | 0.7582 | 0.8707 |
225
- | No log | 7.7333 | 348 | 0.7902 | 0.3011 | 0.7902 | 0.8889 |
226
- | No log | 7.7778 | 350 | 0.8527 | 0.3382 | 0.8527 | 0.9234 |
227
- | No log | 7.8222 | 352 | 0.8486 | 0.2943 | 0.8486 | 0.9212 |
228
- | No log | 7.8667 | 354 | 0.8267 | 0.1986 | 0.8267 | 0.9093 |
229
- | No log | 7.9111 | 356 | 0.8467 | 0.2053 | 0.8467 | 0.9202 |
230
- | No log | 7.9556 | 358 | 0.8351 | 0.1684 | 0.8351 | 0.9138 |
231
- | No log | 8.0 | 360 | 0.8617 | 0.2043 | 0.8617 | 0.9283 |
232
- | No log | 8.0444 | 362 | 0.9528 | 0.2722 | 0.9528 | 0.9761 |
233
- | No log | 8.0889 | 364 | 0.9532 | 0.3099 | 0.9532 | 0.9763 |
234
- | No log | 8.1333 | 366 | 0.9081 | 0.2751 | 0.9081 | 0.9529 |
235
- | No log | 8.1778 | 368 | 0.9283 | 0.2751 | 0.9283 | 0.9635 |
236
- | No log | 8.2222 | 370 | 0.9211 | 0.3155 | 0.9211 | 0.9598 |
237
- | No log | 8.2667 | 372 | 0.8999 | 0.2877 | 0.8999 | 0.9486 |
238
- | No log | 8.3111 | 374 | 0.9076 | 0.3248 | 0.9076 | 0.9527 |
239
- | No log | 8.3556 | 376 | 0.8780 | 0.2893 | 0.8780 | 0.9370 |
240
- | No log | 8.4 | 378 | 0.8567 | 0.2907 | 0.8567 | 0.9256 |
241
- | No log | 8.4444 | 380 | 0.8766 | 0.2866 | 0.8766 | 0.9363 |
242
- | No log | 8.4889 | 382 | 0.9326 | 0.2467 | 0.9326 | 0.9657 |
243
- | No log | 8.5333 | 384 | 0.9620 | 0.2975 | 0.9620 | 0.9808 |
244
- | No log | 8.5778 | 386 | 0.8712 | 0.3238 | 0.8712 | 0.9334 |
245
- | No log | 8.6222 | 388 | 0.8082 | 0.2413 | 0.8082 | 0.8990 |
246
- | No log | 8.6667 | 390 | 0.8098 | 0.2413 | 0.8098 | 0.8999 |
247
- | No log | 8.7111 | 392 | 0.8454 | 0.2590 | 0.8454 | 0.9194 |
248
- | No log | 8.7556 | 394 | 1.0286 | 0.1434 | 1.0286 | 1.0142 |
249
- | No log | 8.8 | 396 | 1.1765 | 0.2363 | 1.1765 | 1.0847 |
250
- | No log | 8.8444 | 398 | 1.1085 | 0.1736 | 1.1085 | 1.0528 |
251
- | No log | 8.8889 | 400 | 0.9298 | 0.2283 | 0.9298 | 0.9643 |
252
- | No log | 8.9333 | 402 | 0.8502 | 0.2715 | 0.8502 | 0.9221 |
253
- | No log | 8.9778 | 404 | 0.8415 | 0.1684 | 0.8415 | 0.9174 |
254
- | No log | 9.0222 | 406 | 0.8471 | 0.2748 | 0.8471 | 0.9204 |
255
- | No log | 9.0667 | 408 | 0.8932 | 0.2751 | 0.8932 | 0.9451 |
256
- | No log | 9.1111 | 410 | 0.9457 | 0.2547 | 0.9457 | 0.9725 |
257
- | No log | 9.1556 | 412 | 0.9549 | 0.2843 | 0.9549 | 0.9772 |
258
- | No log | 9.2 | 414 | 0.8703 | 0.3372 | 0.8703 | 0.9329 |
259
- | No log | 9.2444 | 416 | 0.8513 | 0.2817 | 0.8513 | 0.9226 |
260
- | No log | 9.2889 | 418 | 0.9158 | 0.3372 | 0.9158 | 0.9570 |
261
- | No log | 9.3333 | 420 | 0.9539 | 0.3234 | 0.9539 | 0.9767 |
262
- | No log | 9.3778 | 422 | 0.9717 | 0.2949 | 0.9717 | 0.9858 |
263
- | No log | 9.4222 | 424 | 0.9354 | 0.3372 | 0.9354 | 0.9672 |
264
- | No log | 9.4667 | 426 | 0.8960 | 0.2995 | 0.8960 | 0.9466 |
265
- | No log | 9.5111 | 428 | 0.8889 | 0.2839 | 0.8889 | 0.9428 |
266
- | No log | 9.5556 | 430 | 0.8407 | 0.3425 | 0.8407 | 0.9169 |
267
- | No log | 9.6 | 432 | 0.8575 | 0.3121 | 0.8575 | 0.9260 |
268
- | No log | 9.6444 | 434 | 0.8828 | 0.2839 | 0.8828 | 0.9395 |
269
- | No log | 9.6889 | 436 | 0.8961 | 0.2839 | 0.8961 | 0.9467 |
270
- | No log | 9.7333 | 438 | 0.8904 | 0.2839 | 0.8904 | 0.9436 |
271
- | No log | 9.7778 | 440 | 0.8323 | 0.3127 | 0.8323 | 0.9123 |
272
- | No log | 9.8222 | 442 | 0.7814 | 0.3324 | 0.7814 | 0.8840 |
273
- | No log | 9.8667 | 444 | 0.7656 | 0.2685 | 0.7656 | 0.8750 |
274
- | No log | 9.9111 | 446 | 0.7718 | 0.2981 | 0.7718 | 0.8785 |
275
- | No log | 9.9556 | 448 | 0.7809 | 0.2981 | 0.7809 | 0.8837 |
276
- | No log | 10.0 | 450 | 0.7428 | 0.2007 | 0.7428 | 0.8618 |
277
- | No log | 10.0444 | 452 | 0.7462 | 0.1353 | 0.7462 | 0.8638 |
278
- | No log | 10.0889 | 454 | 0.7739 | 0.2319 | 0.7739 | 0.8797 |
279
- | No log | 10.1333 | 456 | 0.7455 | 0.1723 | 0.7455 | 0.8634 |
280
- | No log | 10.1778 | 458 | 0.7119 | 0.1813 | 0.7119 | 0.8437 |
281
- | No log | 10.2222 | 460 | 0.7088 | 0.1813 | 0.7088 | 0.8419 |
282
- | No log | 10.2667 | 462 | 0.7322 | 0.2043 | 0.7322 | 0.8557 |
283
- | No log | 10.3111 | 464 | 0.7916 | 0.2981 | 0.7916 | 0.8897 |
284
- | No log | 10.3556 | 466 | 0.8579 | 0.2912 | 0.8579 | 0.9262 |
285
- | No log | 10.4 | 468 | 0.8193 | 0.3088 | 0.8193 | 0.9052 |
286
- | No log | 10.4444 | 470 | 0.7763 | 0.2652 | 0.7763 | 0.8811 |
287
- | No log | 10.4889 | 472 | 0.7550 | 0.2353 | 0.7550 | 0.8689 |
288
- | No log | 10.5333 | 474 | 0.7726 | 0.2319 | 0.7726 | 0.8790 |
289
- | No log | 10.5778 | 476 | 0.7849 | 0.2981 | 0.7849 | 0.8860 |
290
- | No log | 10.6222 | 478 | 0.7883 | 0.2981 | 0.7883 | 0.8879 |
291
- | No log | 10.6667 | 480 | 0.7736 | 0.2981 | 0.7736 | 0.8795 |
292
- | No log | 10.7111 | 482 | 0.7171 | 0.1686 | 0.7171 | 0.8468 |
293
- | No log | 10.7556 | 484 | 0.7142 | 0.2078 | 0.7142 | 0.8451 |
294
- | No log | 10.8 | 486 | 0.7713 | 0.1686 | 0.7713 | 0.8782 |
295
- | No log | 10.8444 | 488 | 0.8517 | 0.2447 | 0.8517 | 0.9229 |
296
- | No log | 10.8889 | 490 | 0.8973 | 0.3059 | 0.8973 | 0.9473 |
297
- | No log | 10.9333 | 492 | 0.8908 | 0.2968 | 0.8908 | 0.9438 |
298
- | No log | 10.9778 | 494 | 0.8219 | 0.2621 | 0.8219 | 0.9066 |
299
- | No log | 11.0222 | 496 | 0.7777 | 0.1686 | 0.7777 | 0.8818 |
300
- | No log | 11.0667 | 498 | 0.7982 | 0.2007 | 0.7982 | 0.8934 |
301
- | 0.3434 | 11.1111 | 500 | 0.8827 | 0.2592 | 0.8827 | 0.9395 |
302
- | 0.3434 | 11.1556 | 502 | 0.9414 | 0.3620 | 0.9414 | 0.9703 |
303
- | 0.3434 | 11.2 | 504 | 0.8950 | 0.3343 | 0.8950 | 0.9460 |
304
- | 0.3434 | 11.2444 | 506 | 0.8087 | 0.2027 | 0.8087 | 0.8993 |
305
- | 0.3434 | 11.2889 | 508 | 0.7435 | 0.2684 | 0.7435 | 0.8623 |
306
- | 0.3434 | 11.3333 | 510 | 0.7203 | 0.2684 | 0.7203 | 0.8487 |
307
- | 0.3434 | 11.3778 | 512 | 0.7357 | 0.2590 | 0.7357 | 0.8578 |
308
- | 0.3434 | 11.4222 | 514 | 0.7981 | 0.4479 | 0.7981 | 0.8934 |
309
- | 0.3434 | 11.4667 | 516 | 0.8327 | 0.4067 | 0.8327 | 0.9125 |
310
- | 0.3434 | 11.5111 | 518 | 0.8258 | 0.4642 | 0.8258 | 0.9088 |
311
- | 0.3434 | 11.5556 | 520 | 0.8401 | 0.4470 | 0.8401 | 0.9165 |
312
- | 0.3434 | 11.6 | 522 | 0.9063 | 0.3638 | 0.9063 | 0.9520 |
313
- | 0.3434 | 11.6444 | 524 | 0.9027 | 0.4007 | 0.9027 | 0.9501 |
314
- | 0.3434 | 11.6889 | 526 | 0.8036 | 0.4491 | 0.8036 | 0.8964 |
315
- | 0.3434 | 11.7333 | 528 | 0.7125 | 0.2043 | 0.7125 | 0.8441 |
316
- | 0.3434 | 11.7778 | 530 | 0.7117 | 0.2193 | 0.7117 | 0.8436 |
317
- | 0.3434 | 11.8222 | 532 | 0.7289 | 0.2193 | 0.7289 | 0.8538 |
318
- | 0.3434 | 11.8667 | 534 | 0.7373 | 0.2135 | 0.7373 | 0.8587 |
319
- | 0.3434 | 11.9111 | 536 | 0.7706 | 0.2353 | 0.7706 | 0.8778 |
320
 
321
 
322
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k20_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k20_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.5758
19
+ - Qwk: 0.1212
20
+ - Mse: 1.5758
21
+ - Rmse: 1.2553
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0426 | 2 | 2.6637 | -0.0924 | 2.6637 | 1.6321 |
53
+ | No log | 0.0851 | 4 | 1.4013 | 0.0141 | 1.4013 | 1.1837 |
54
+ | No log | 0.1277 | 6 | 1.3553 | -0.2440 | 1.3553 | 1.1642 |
55
+ | No log | 0.1702 | 8 | 1.2365 | -0.0464 | 1.2365 | 1.1120 |
56
+ | No log | 0.2128 | 10 | 1.2210 | -0.0344 | 1.2210 | 1.1050 |
57
+ | No log | 0.2553 | 12 | 1.2286 | -0.0690 | 1.2286 | 1.1084 |
58
+ | No log | 0.2979 | 14 | 1.1498 | -0.0358 | 1.1498 | 1.0723 |
59
+ | No log | 0.3404 | 16 | 1.0321 | 0.0584 | 1.0321 | 1.0159 |
60
+ | No log | 0.3830 | 18 | 0.8367 | 0.0393 | 0.8367 | 0.9147 |
61
+ | No log | 0.4255 | 20 | 0.7600 | 0.0481 | 0.7600 | 0.8718 |
62
+ | No log | 0.4681 | 22 | 0.8111 | 0.1754 | 0.8111 | 0.9006 |
63
+ | No log | 0.5106 | 24 | 0.7766 | 0.1365 | 0.7766 | 0.8812 |
64
+ | No log | 0.5532 | 26 | 0.7313 | 0.0481 | 0.7313 | 0.8551 |
65
+ | No log | 0.5957 | 28 | 0.7361 | 0.0 | 0.7361 | 0.8580 |
66
+ | No log | 0.6383 | 30 | 0.7731 | 0.0393 | 0.7731 | 0.8793 |
67
+ | No log | 0.6809 | 32 | 0.7855 | 0.0757 | 0.7855 | 0.8863 |
68
+ | No log | 0.7234 | 34 | 0.8020 | 0.1972 | 0.8020 | 0.8955 |
69
+ | No log | 0.7660 | 36 | 0.8369 | 0.2883 | 0.8369 | 0.9148 |
70
+ | No log | 0.8085 | 38 | 0.8729 | 0.3777 | 0.8729 | 0.9343 |
71
+ | No log | 0.8511 | 40 | 0.8536 | 0.3538 | 0.8536 | 0.9239 |
72
+ | No log | 0.8936 | 42 | 0.7888 | 0.3712 | 0.7888 | 0.8882 |
73
+ | No log | 0.9362 | 44 | 0.7598 | 0.2345 | 0.7598 | 0.8717 |
74
+ | No log | 0.9787 | 46 | 0.7530 | 0.1094 | 0.7530 | 0.8678 |
75
+ | No log | 1.0213 | 48 | 0.7544 | 0.0798 | 0.7544 | 0.8686 |
76
+ | No log | 1.0638 | 50 | 0.7627 | 0.0840 | 0.7627 | 0.8734 |
77
+ | No log | 1.1064 | 52 | 0.7358 | 0.0840 | 0.7358 | 0.8578 |
78
+ | No log | 1.1489 | 54 | 0.6856 | 0.0717 | 0.6856 | 0.8280 |
79
+ | No log | 1.1915 | 56 | 0.6884 | 0.2950 | 0.6884 | 0.8297 |
80
+ | No log | 1.2340 | 58 | 0.7261 | 0.3894 | 0.7261 | 0.8521 |
81
+ | No log | 1.2766 | 60 | 0.7789 | 0.3606 | 0.7789 | 0.8825 |
82
+ | No log | 1.3191 | 62 | 0.7260 | 0.3675 | 0.7260 | 0.8521 |
83
+ | No log | 1.3617 | 64 | 0.6401 | 0.3839 | 0.6401 | 0.8001 |
84
+ | No log | 1.4043 | 66 | 0.6327 | 0.1508 | 0.6327 | 0.7955 |
85
+ | No log | 1.4468 | 68 | 0.6410 | 0.1508 | 0.6410 | 0.8006 |
86
+ | No log | 1.4894 | 70 | 0.6632 | 0.1400 | 0.6632 | 0.8144 |
87
+ | No log | 1.5319 | 72 | 0.7023 | 0.3471 | 0.7023 | 0.8381 |
88
+ | No log | 1.5745 | 74 | 0.7650 | 0.4144 | 0.7650 | 0.8747 |
89
+ | No log | 1.6170 | 76 | 0.7903 | 0.4067 | 0.7903 | 0.8890 |
90
+ | No log | 1.6596 | 78 | 0.7897 | 0.3637 | 0.7897 | 0.8887 |
91
+ | No log | 1.7021 | 80 | 0.8316 | 0.2576 | 0.8316 | 0.9119 |
92
+ | No log | 1.7447 | 82 | 0.8872 | 0.2812 | 0.8872 | 0.9419 |
93
+ | No log | 1.7872 | 84 | 0.9997 | 0.3019 | 0.9997 | 0.9999 |
94
+ | No log | 1.8298 | 86 | 1.0678 | 0.2166 | 1.0678 | 1.0333 |
95
+ | No log | 1.8723 | 88 | 1.1104 | 0.2306 | 1.1104 | 1.0537 |
96
+ | No log | 1.9149 | 90 | 1.0281 | 0.2529 | 1.0281 | 1.0140 |
97
+ | No log | 1.9574 | 92 | 0.9326 | 0.3675 | 0.9326 | 0.9657 |
98
+ | No log | 2.0 | 94 | 0.8716 | 0.3675 | 0.8716 | 0.9336 |
99
+ | No log | 2.0426 | 96 | 0.8634 | 0.3746 | 0.8634 | 0.9292 |
100
+ | No log | 2.0851 | 98 | 0.8771 | 0.3494 | 0.8771 | 0.9366 |
101
+ | No log | 2.1277 | 100 | 0.9171 | 0.2843 | 0.9171 | 0.9576 |
102
+ | No log | 2.1702 | 102 | 0.8758 | 0.2574 | 0.8758 | 0.9358 |
103
+ | No log | 2.2128 | 104 | 0.8448 | 0.2692 | 0.8448 | 0.9191 |
104
+ | No log | 2.2553 | 106 | 0.8333 | 0.2574 | 0.8333 | 0.9128 |
105
+ | No log | 2.2979 | 108 | 0.8568 | 0.3234 | 0.8568 | 0.9256 |
106
+ | No log | 2.3404 | 110 | 0.8793 | 0.4175 | 0.8793 | 0.9377 |
107
+ | No log | 2.3830 | 112 | 0.9889 | 0.3022 | 0.9889 | 0.9945 |
108
+ | No log | 2.4255 | 114 | 1.0047 | 0.3160 | 1.0047 | 1.0024 |
109
+ | No log | 2.4681 | 116 | 1.0763 | 0.2730 | 1.0763 | 1.0375 |
110
+ | No log | 2.5106 | 118 | 1.0466 | 0.2779 | 1.0466 | 1.0230 |
111
+ | No log | 2.5532 | 120 | 1.1151 | 0.2824 | 1.1151 | 1.0560 |
112
+ | No log | 2.5957 | 122 | 1.0843 | 0.2659 | 1.0843 | 1.0413 |
113
+ | No log | 2.6383 | 124 | 0.9272 | 0.3461 | 0.9272 | 0.9629 |
114
+ | No log | 2.6809 | 126 | 0.8853 | 0.2871 | 0.8853 | 0.9409 |
115
+ | No log | 2.7234 | 128 | 0.9144 | 0.2754 | 0.9144 | 0.9562 |
116
+ | No log | 2.7660 | 130 | 0.8800 | 0.2812 | 0.8800 | 0.9381 |
117
+ | No log | 2.8085 | 132 | 0.8236 | 0.2871 | 0.8236 | 0.9075 |
118
+ | No log | 2.8511 | 134 | 0.8252 | 0.2871 | 0.8252 | 0.9084 |
119
+ | No log | 2.8936 | 136 | 0.8914 | 0.2439 | 0.8914 | 0.9441 |
120
+ | No log | 2.9362 | 138 | 0.9867 | 0.3043 | 0.9867 | 0.9933 |
121
+ | No log | 2.9787 | 140 | 1.1421 | 0.2094 | 1.1421 | 1.0687 |
122
+ | No log | 3.0213 | 142 | 1.2434 | 0.2271 | 1.2434 | 1.1151 |
123
+ | No log | 3.0638 | 144 | 1.1769 | 0.1689 | 1.1769 | 1.0848 |
124
+ | No log | 3.1064 | 146 | 0.9985 | 0.2012 | 0.9985 | 0.9992 |
125
+ | No log | 3.1489 | 148 | 0.9290 | 0.1815 | 0.9290 | 0.9639 |
126
+ | No log | 3.1915 | 150 | 0.9359 | 0.1661 | 0.9359 | 0.9674 |
127
+ | No log | 3.2340 | 152 | 1.0525 | 0.2124 | 1.0525 | 1.0259 |
128
+ | No log | 3.2766 | 154 | 1.0889 | 0.1712 | 1.0889 | 1.0435 |
129
+ | No log | 3.3191 | 156 | 1.0747 | 0.1912 | 1.0747 | 1.0367 |
130
+ | No log | 3.3617 | 158 | 1.0045 | 0.1575 | 1.0045 | 1.0022 |
131
+ | No log | 3.4043 | 160 | 0.9698 | 0.1409 | 0.9698 | 0.9848 |
132
+ | No log | 3.4468 | 162 | 0.9548 | 0.1181 | 0.9548 | 0.9771 |
133
+ | No log | 3.4894 | 164 | 0.9817 | 0.1504 | 0.9817 | 0.9908 |
134
+ | No log | 3.5319 | 166 | 1.0031 | 0.1718 | 1.0031 | 1.0015 |
135
+ | No log | 3.5745 | 168 | 1.0170 | 0.1293 | 1.0170 | 1.0085 |
136
+ | No log | 3.6170 | 170 | 0.9936 | 0.1914 | 0.9936 | 0.9968 |
137
+ | No log | 3.6596 | 172 | 1.0048 | 0.1867 | 1.0048 | 1.0024 |
138
+ | No log | 3.7021 | 174 | 1.0980 | 0.1565 | 1.0980 | 1.0479 |
139
+ | No log | 3.7447 | 176 | 1.2056 | 0.2125 | 1.2056 | 1.0980 |
140
+ | No log | 3.7872 | 178 | 1.2302 | 0.2439 | 1.2302 | 1.1091 |
141
+ | No log | 3.8298 | 180 | 1.1455 | 0.2779 | 1.1455 | 1.0703 |
142
+ | No log | 3.8723 | 182 | 1.0930 | 0.2754 | 1.0930 | 1.0455 |
143
+ | No log | 3.9149 | 184 | 1.0784 | 0.2220 | 1.0784 | 1.0385 |
144
+ | No log | 3.9574 | 186 | 1.1403 | 0.2554 | 1.1403 | 1.0679 |
145
+ | No log | 4.0 | 188 | 1.2969 | 0.2043 | 1.2969 | 1.1388 |
146
+ | No log | 4.0426 | 190 | 1.3622 | 0.1450 | 1.3622 | 1.1671 |
147
+ | No log | 4.0851 | 192 | 1.3052 | 0.1484 | 1.3052 | 1.1424 |
148
+ | No log | 4.1277 | 194 | 1.2622 | 0.1450 | 1.2622 | 1.1235 |
149
+ | No log | 4.1702 | 196 | 1.2648 | 0.1928 | 1.2648 | 1.1246 |
150
+ | No log | 4.2128 | 198 | 1.1831 | 0.2380 | 1.1831 | 1.0877 |
151
+ | No log | 4.2553 | 200 | 1.1262 | 0.2421 | 1.1262 | 1.0612 |
152
+ | No log | 4.2979 | 202 | 1.0855 | 0.3559 | 1.0855 | 1.0419 |
153
+ | No log | 4.3404 | 204 | 1.1628 | 0.2079 | 1.1628 | 1.0783 |
154
+ | No log | 4.3830 | 206 | 1.2835 | 0.1973 | 1.2835 | 1.1329 |
155
+ | No log | 4.4255 | 208 | 1.2825 | 0.1450 | 1.2825 | 1.1325 |
156
+ | No log | 4.4681 | 210 | 1.0654 | 0.2411 | 1.0654 | 1.0322 |
157
+ | No log | 4.5106 | 212 | 0.8324 | 0.2754 | 0.8324 | 0.9123 |
158
+ | No log | 4.5532 | 214 | 0.7856 | 0.1225 | 0.7856 | 0.8863 |
159
+ | No log | 4.5957 | 216 | 0.8323 | 0.1766 | 0.8323 | 0.9123 |
160
+ | No log | 4.6383 | 218 | 0.9972 | 0.2934 | 0.9972 | 0.9986 |
161
+ | No log | 4.6809 | 220 | 1.2488 | 0.2043 | 1.2488 | 1.1175 |
162
+ | No log | 4.7234 | 222 | 1.3068 | 0.1641 | 1.3068 | 1.1432 |
163
+ | No log | 4.7660 | 224 | 1.1524 | 0.2732 | 1.1524 | 1.0735 |
164
+ | No log | 4.8085 | 226 | 0.9214 | 0.3538 | 0.9214 | 0.9599 |
165
+ | No log | 4.8511 | 228 | 0.8427 | 0.3359 | 0.8427 | 0.9180 |
166
+ | No log | 4.8936 | 230 | 0.8577 | 0.3359 | 0.8577 | 0.9261 |
167
+ | No log | 4.9362 | 232 | 0.9906 | 0.3409 | 0.9906 | 0.9953 |
168
+ | No log | 4.9787 | 234 | 1.1941 | 0.2240 | 1.1941 | 1.0927 |
169
+ | No log | 5.0213 | 236 | 1.3406 | 0.0992 | 1.3406 | 1.1578 |
170
+ | No log | 5.0638 | 238 | 1.3299 | 0.0992 | 1.3299 | 1.1532 |
171
+ | No log | 5.1064 | 240 | 1.2705 | 0.0992 | 1.2705 | 1.1271 |
172
+ | No log | 5.1489 | 242 | 1.2032 | 0.1895 | 1.2032 | 1.0969 |
173
+ | No log | 5.1915 | 244 | 1.0963 | 0.2898 | 1.0963 | 1.0470 |
174
+ | No log | 5.2340 | 246 | 1.0007 | 0.3618 | 1.0007 | 1.0003 |
175
+ | No log | 5.2766 | 248 | 1.0085 | 0.3678 | 1.0085 | 1.0042 |
176
+ | No log | 5.3191 | 250 | 1.0542 | 0.3559 | 1.0542 | 1.0268 |
177
+ | No log | 5.3617 | 252 | 1.1527 | 0.2885 | 1.1527 | 1.0737 |
178
+ | No log | 5.4043 | 254 | 1.2276 | 0.1796 | 1.2276 | 1.1080 |
179
+ | No log | 5.4468 | 256 | 1.1468 | 0.2482 | 1.1468 | 1.0709 |
180
+ | No log | 5.4894 | 258 | 1.0743 | 0.2562 | 1.0743 | 1.0365 |
181
+ | No log | 5.5319 | 260 | 1.0421 | 0.2562 | 1.0421 | 1.0208 |
182
+ | No log | 5.5745 | 262 | 0.9842 | 0.1628 | 0.9842 | 0.9921 |
183
+ | No log | 5.6170 | 264 | 1.0036 | 0.2632 | 1.0036 | 1.0018 |
184
+ | No log | 5.6596 | 266 | 1.0427 | 0.2094 | 1.0427 | 1.0211 |
185
+ | No log | 5.7021 | 268 | 1.0650 | 0.1777 | 1.0650 | 1.0320 |
186
+ | No log | 5.7447 | 270 | 1.1338 | 0.1463 | 1.1338 | 1.0648 |
187
+ | No log | 5.7872 | 272 | 1.1282 | 0.2166 | 1.1282 | 1.0622 |
188
+ | No log | 5.8298 | 274 | 1.0319 | 0.3137 | 1.0319 | 1.0158 |
189
+ | No log | 5.8723 | 276 | 1.0287 | 0.3287 | 1.0287 | 1.0142 |
190
+ | No log | 5.9149 | 278 | 1.1328 | 0.2545 | 1.1328 | 1.0643 |
191
+ | No log | 5.9574 | 280 | 1.2403 | 0.2459 | 1.2403 | 1.1137 |
192
+ | No log | 6.0 | 282 | 1.2752 | 0.2074 | 1.2752 | 1.1292 |
193
+ | No log | 6.0426 | 284 | 1.3020 | 0.1814 | 1.3020 | 1.1411 |
194
+ | No log | 6.0851 | 286 | 1.2599 | 0.1663 | 1.2599 | 1.1224 |
195
+ | No log | 6.1277 | 288 | 1.3429 | 0.1740 | 1.3429 | 1.1588 |
196
+ | No log | 6.1702 | 290 | 1.5522 | 0.1189 | 1.5522 | 1.2459 |
197
+ | No log | 6.2128 | 292 | 1.5905 | 0.0967 | 1.5905 | 1.2612 |
198
+ | No log | 6.2553 | 294 | 1.4501 | 0.1527 | 1.4501 | 1.2042 |
199
+ | No log | 6.2979 | 296 | 1.1719 | 0.2324 | 1.1719 | 1.0825 |
200
+ | No log | 6.3404 | 298 | 0.9925 | 0.2886 | 0.9925 | 0.9962 |
201
+ | No log | 6.3830 | 300 | 0.8838 | 0.3746 | 0.8838 | 0.9401 |
202
+ | No log | 6.4255 | 302 | 0.9002 | 0.2982 | 0.9002 | 0.9488 |
203
+ | No log | 6.4681 | 304 | 1.1144 | 0.2166 | 1.1144 | 1.0557 |
204
+ | No log | 6.5106 | 306 | 1.3247 | 0.2145 | 1.3247 | 1.1509 |
205
+ | No log | 6.5532 | 308 | 1.4620 | 0.2145 | 1.4620 | 1.2091 |
206
+ | No log | 6.5957 | 310 | 1.3484 | 0.1896 | 1.3484 | 1.1612 |
207
+ | No log | 6.6383 | 312 | 1.2891 | 0.2142 | 1.2891 | 1.1354 |
208
+ | No log | 6.6809 | 314 | 1.4039 | 0.2070 | 1.4039 | 1.1849 |
209
+ | No log | 6.7234 | 316 | 1.6608 | 0.2137 | 1.6608 | 1.2887 |
210
+ | No log | 6.7660 | 318 | 1.9896 | 0.1483 | 1.9896 | 1.4105 |
211
+ | No log | 6.8085 | 320 | 1.9771 | 0.1374 | 1.9771 | 1.4061 |
212
+ | No log | 6.8511 | 322 | 1.6755 | 0.1562 | 1.6755 | 1.2944 |
213
+ | No log | 6.8936 | 324 | 1.3255 | 0.1985 | 1.3255 | 1.1513 |
214
+ | No log | 6.9362 | 326 | 1.0842 | 0.2183 | 1.0842 | 1.0413 |
215
+ | No log | 6.9787 | 328 | 1.0589 | 0.2271 | 1.0589 | 1.0290 |
216
+ | No log | 7.0213 | 330 | 1.2116 | 0.2264 | 1.2116 | 1.1007 |
217
+ | No log | 7.0638 | 332 | 1.4638 | 0.1386 | 1.4638 | 1.2099 |
218
+ | No log | 7.1064 | 334 | 1.6130 | 0.1639 | 1.6130 | 1.2700 |
219
+ | No log | 7.1489 | 336 | 1.4876 | 0.1748 | 1.4876 | 1.2197 |
220
+ | No log | 7.1915 | 338 | 1.2303 | 0.1956 | 1.2303 | 1.1092 |
221
+ | No log | 7.2340 | 340 | 1.1143 | 0.2977 | 1.1143 | 1.0556 |
222
+ | No log | 7.2766 | 342 | 1.0727 | 0.2529 | 1.0727 | 1.0357 |
223
+ | No log | 7.3191 | 344 | 1.2328 | 0.2245 | 1.2328 | 1.1103 |
224
+ | No log | 7.3617 | 346 | 1.4310 | 0.2070 | 1.4310 | 1.1963 |
225
+ | No log | 7.4043 | 348 | 1.5150 | 0.1285 | 1.5150 | 1.2309 |
226
+ | No log | 7.4468 | 350 | 1.3966 | 0.0948 | 1.3966 | 1.1818 |
227
+ | No log | 7.4894 | 352 | 1.2291 | 0.2145 | 1.2291 | 1.1087 |
228
+ | No log | 7.5319 | 354 | 1.1636 | 0.1884 | 1.1636 | 1.0787 |
229
+ | No log | 7.5745 | 356 | 1.1511 | 0.1671 | 1.1511 | 1.0729 |
230
+ | No log | 7.6170 | 358 | 1.1594 | 0.1732 | 1.1594 | 1.0768 |
231
+ | No log | 7.6596 | 360 | 1.2131 | 0.1885 | 1.2131 | 1.1014 |
232
+ | No log | 7.7021 | 362 | 1.3714 | 0.2101 | 1.3714 | 1.1711 |
233
+ | No log | 7.7447 | 364 | 1.4226 | 0.1942 | 1.4226 | 1.1927 |
234
+ | No log | 7.7872 | 366 | 1.3898 | 0.1439 | 1.3898 | 1.1789 |
235
+ | No log | 7.8298 | 368 | 1.2726 | 0.1522 | 1.2726 | 1.1281 |
236
+ | No log | 7.8723 | 370 | 1.0750 | 0.2459 | 1.0750 | 1.0368 |
237
+ | No log | 7.9149 | 372 | 0.9148 | 0.3991 | 0.9148 | 0.9565 |
238
+ | No log | 7.9574 | 374 | 0.8799 | 0.3494 | 0.8799 | 0.9380 |
239
+ | No log | 8.0 | 376 | 0.9278 | 0.3256 | 0.9278 | 0.9632 |
240
+ | No log | 8.0426 | 378 | 1.0541 | 0.2982 | 1.0541 | 1.0267 |
241
+ | No log | 8.0851 | 380 | 1.2293 | 0.1905 | 1.2293 | 1.1088 |
242
+ | No log | 8.1277 | 382 | 1.3812 | 0.1670 | 1.3812 | 1.1753 |
243
+ | No log | 8.1702 | 384 | 1.3951 | 0.1670 | 1.3951 | 1.1812 |
244
+ | No log | 8.2128 | 386 | 1.2804 | 0.1670 | 1.2804 | 1.1315 |
245
+ | No log | 8.2553 | 388 | 1.1460 | 0.2168 | 1.1460 | 1.0705 |
246
+ | No log | 8.2979 | 390 | 1.0950 | 0.2898 | 1.0950 | 1.0464 |
247
+ | No log | 8.3404 | 392 | 1.1259 | 0.1810 | 1.1259 | 1.0611 |
248
+ | No log | 8.3830 | 394 | 1.1749 | 0.1873 | 1.1749 | 1.0839 |
249
+ | No log | 8.4255 | 396 | 1.3328 | 0.1726 | 1.3328 | 1.1545 |
250
+ | No log | 8.4681 | 398 | 1.5848 | 0.1721 | 1.5848 | 1.2589 |
251
+ | No log | 8.5106 | 400 | 1.6795 | 0.1504 | 1.6795 | 1.2960 |
252
+ | No log | 8.5532 | 402 | 1.6258 | 0.1584 | 1.6258 | 1.2751 |
253
+ | No log | 8.5957 | 404 | 1.4334 | 0.1905 | 1.4334 | 1.1972 |
254
+ | No log | 8.6383 | 406 | 1.2283 | 0.1884 | 1.2283 | 1.1083 |
255
+ | No log | 8.6809 | 408 | 1.1598 | 0.1484 | 1.1598 | 1.0769 |
256
+ | No log | 8.7234 | 410 | 1.1777 | 0.2336 | 1.1777 | 1.0852 |
257
+ | No log | 8.7660 | 412 | 1.3147 | 0.2086 | 1.3147 | 1.1466 |
258
+ | No log | 8.8085 | 414 | 1.5129 | 0.1439 | 1.5129 | 1.2300 |
259
+ | No log | 8.8511 | 416 | 1.5465 | 0.1189 | 1.5465 | 1.2436 |
260
+ | No log | 8.8936 | 418 | 1.4248 | 0.1171 | 1.4248 | 1.1937 |
261
+ | No log | 8.9362 | 420 | 1.2621 | 0.1678 | 1.2621 | 1.1234 |
262
+ | No log | 8.9787 | 422 | 1.0897 | 0.1968 | 1.0897 | 1.0439 |
263
+ | No log | 9.0213 | 424 | 0.9985 | 0.2857 | 0.9985 | 0.9992 |
264
+ | No log | 9.0638 | 426 | 0.9976 | 0.3214 | 0.9976 | 0.9988 |
265
+ | No log | 9.1064 | 428 | 1.0787 | 0.2710 | 1.0787 | 1.0386 |
266
+ | No log | 9.1489 | 430 | 1.2451 | 0.1422 | 1.2451 | 1.1159 |
267
+ | No log | 9.1915 | 432 | 1.3791 | 0.1122 | 1.3791 | 1.1744 |
268
+ | No log | 9.2340 | 434 | 1.5209 | 0.1031 | 1.5209 | 1.2333 |
269
+ | No log | 9.2766 | 436 | 1.6475 | 0.1123 | 1.6475 | 1.2836 |
270
+ | No log | 9.3191 | 438 | 1.5782 | 0.1339 | 1.5782 | 1.2563 |
271
+ | No log | 9.3617 | 440 | 1.4102 | 0.1285 | 1.4102 | 1.1875 |
272
+ | No log | 9.4043 | 442 | 1.2136 | 0.1422 | 1.2136 | 1.1016 |
273
+ | No log | 9.4468 | 444 | 1.1310 | 0.2130 | 1.1310 | 1.0635 |
274
+ | No log | 9.4894 | 446 | 1.1822 | 0.1450 | 1.1822 | 1.0873 |
275
+ | No log | 9.5319 | 448 | 1.3821 | 0.1285 | 1.3821 | 1.1756 |
276
+ | No log | 9.5745 | 450 | 1.5172 | 0.1053 | 1.5172 | 1.2318 |
277
+ | No log | 9.6170 | 452 | 1.4819 | 0.1285 | 1.4819 | 1.2173 |
278
+ | No log | 9.6596 | 454 | 1.3834 | 0.1122 | 1.3834 | 1.1762 |
279
+ | No log | 9.7021 | 456 | 1.3257 | 0.1171 | 1.3257 | 1.1514 |
280
+ | No log | 9.7447 | 458 | 1.2208 | 0.1422 | 1.2208 | 1.1049 |
281
+ | No log | 9.7872 | 460 | 1.2259 | 0.1422 | 1.2259 | 1.1072 |
282
+ | No log | 9.8298 | 462 | 1.1593 | 0.1740 | 1.1593 | 1.0767 |
283
+ | No log | 9.8723 | 464 | 1.0468 | 0.3110 | 1.0468 | 1.0231 |
284
+ | No log | 9.9149 | 466 | 1.0325 | 0.3233 | 1.0325 | 1.0161 |
285
+ | No log | 9.9574 | 468 | 1.0756 | 0.3134 | 1.0756 | 1.0371 |
286
+ | No log | 10.0 | 470 | 1.1063 | 0.2559 | 1.1063 | 1.0518 |
287
+ | No log | 10.0426 | 472 | 1.2347 | 0.1740 | 1.2347 | 1.1112 |
288
+ | No log | 10.0851 | 474 | 1.4333 | 0.1212 | 1.4333 | 1.1972 |
289
+ | No log | 10.1277 | 476 | 1.5129 | 0.1053 | 1.5129 | 1.2300 |
290
+ | No log | 10.1702 | 478 | 1.4558 | 0.0925 | 1.4558 | 1.2066 |
291
+ | No log | 10.2128 | 480 | 1.3235 | 0.0993 | 1.3235 | 1.1504 |
292
+ | No log | 10.2553 | 482 | 1.1590 | 0.2543 | 1.1590 | 1.0766 |
293
+ | No log | 10.2979 | 484 | 1.0594 | 0.2903 | 1.0594 | 1.0293 |
294
+ | No log | 10.3404 | 486 | 1.0267 | 0.3337 | 1.0267 | 1.0133 |
295
+ | No log | 10.3830 | 488 | 1.0256 | 0.3337 | 1.0256 | 1.0127 |
296
+ | No log | 10.4255 | 490 | 1.0592 | 0.3225 | 1.0592 | 1.0292 |
297
+ | No log | 10.4681 | 492 | 1.1422 | 0.2543 | 1.1422 | 1.0687 |
298
+ | No log | 10.5106 | 494 | 1.2296 | 0.1782 | 1.2296 | 1.1089 |
299
+ | No log | 10.5532 | 496 | 1.2458 | 0.1939 | 1.2458 | 1.1162 |
300
+ | No log | 10.5957 | 498 | 1.1652 | 0.1815 | 1.1652 | 1.0794 |
301
+ | 0.3082 | 10.6383 | 500 | 1.0864 | 0.2459 | 1.0864 | 1.0423 |
302
+ | 0.3082 | 10.6809 | 502 | 1.0592 | 0.2755 | 1.0592 | 1.0292 |
303
+ | 0.3082 | 10.7234 | 504 | 1.0735 | 0.2889 | 1.0735 | 1.0361 |
304
+ | 0.3082 | 10.7660 | 506 | 1.0899 | 0.2889 | 1.0899 | 1.0440 |
305
+ | 0.3082 | 10.8085 | 508 | 1.0612 | 0.3052 | 1.0612 | 1.0302 |
306
+ | 0.3082 | 10.8511 | 510 | 1.0651 | 0.3253 | 1.0651 | 1.0321 |
307
+ | 0.3082 | 10.8936 | 512 | 1.1450 | 0.3174 | 1.1450 | 1.0700 |
308
+ | 0.3082 | 10.9362 | 514 | 1.2130 | 0.2074 | 1.2130 | 1.1013 |
309
+ | 0.3082 | 10.9787 | 516 | 1.2692 | 0.2041 | 1.2692 | 1.1266 |
310
+ | 0.3082 | 11.0213 | 518 | 1.4175 | 0.1464 | 1.4175 | 1.1906 |
311
+ | 0.3082 | 11.0638 | 520 | 1.5510 | 0.1212 | 1.5510 | 1.2454 |
312
+ | 0.3082 | 11.1064 | 522 | 1.5758 | 0.1212 | 1.5758 | 1.2553 |
 
 
 
 
 
 
 
313
 
314
 
315
  ### Framework versions