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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.0099
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- - Qwk: 0.2012
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- - Mse: 1.0099
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- - Rmse: 1.0049
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  ## Model description
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@@ -47,313 +47,270 @@ 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 | 0.0222 | 2 | 4.1290 | -0.0270 | 4.1290 | 2.0320 |
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- | No log | 0.0444 | 4 | 2.8112 | -0.0863 | 2.8112 | 1.6767 |
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- | No log | 0.0667 | 6 | 2.0799 | 0.0247 | 2.0799 | 1.4422 |
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- | No log | 0.0889 | 8 | 1.1733 | 0.1549 | 1.1733 | 1.0832 |
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- | No log | 0.1111 | 10 | 1.0820 | 0.2114 | 1.0820 | 1.0402 |
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- | No log | 0.1333 | 12 | 1.2257 | 0.0850 | 1.2257 | 1.1071 |
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- | No log | 0.1556 | 14 | 1.2298 | 0.0462 | 1.2298 | 1.1089 |
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- | No log | 0.1778 | 16 | 1.0251 | 0.2944 | 1.0251 | 1.0125 |
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- | No log | 0.2 | 18 | 1.0431 | 0.2849 | 1.0431 | 1.0213 |
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- | No log | 0.2222 | 20 | 1.0585 | 0.1727 | 1.0585 | 1.0288 |
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- | No log | 0.2444 | 22 | 0.9898 | 0.2667 | 0.9898 | 0.9949 |
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- | No log | 0.2667 | 24 | 1.0143 | 0.2023 | 1.0143 | 1.0071 |
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- | No log | 0.2889 | 26 | 1.0357 | 0.2023 | 1.0357 | 1.0177 |
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- | No log | 0.3111 | 28 | 1.0523 | 0.1509 | 1.0523 | 1.0258 |
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- | No log | 0.3333 | 30 | 1.0077 | 0.1997 | 1.0077 | 1.0039 |
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- | No log | 0.3556 | 32 | 0.9828 | 0.2944 | 0.9828 | 0.9914 |
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- | No log | 0.3778 | 34 | 1.0560 | 0.2651 | 1.0560 | 1.0276 |
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- | No log | 0.4 | 36 | 1.1591 | 0.2392 | 1.1591 | 1.0766 |
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- | No log | 0.4222 | 38 | 1.2321 | 0.1842 | 1.2321 | 1.1100 |
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- | No log | 0.4444 | 40 | 1.0046 | 0.2963 | 1.0046 | 1.0023 |
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- | No log | 0.4667 | 42 | 0.9513 | 0.3236 | 0.9513 | 0.9753 |
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- | No log | 0.4889 | 44 | 0.9632 | 0.2671 | 0.9632 | 0.9814 |
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- | No log | 0.5111 | 46 | 1.1460 | 0.1900 | 1.1460 | 1.0705 |
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- | No log | 0.5333 | 48 | 1.2516 | -0.0305 | 1.2516 | 1.1187 |
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- | No log | 0.5556 | 50 | 1.2277 | 0.0293 | 1.2277 | 1.1080 |
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- | No log | 0.5778 | 52 | 1.2600 | 0.0078 | 1.2600 | 1.1225 |
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- | No log | 0.6 | 54 | 1.2581 | 0.0111 | 1.2581 | 1.1217 |
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- | No log | 0.6222 | 56 | 1.2417 | 0.0548 | 1.2417 | 1.1143 |
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- | No log | 0.6444 | 58 | 1.3799 | 0.0970 | 1.3799 | 1.1747 |
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- | No log | 0.6667 | 60 | 1.5285 | 0.0318 | 1.5285 | 1.2363 |
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- | No log | 0.6889 | 62 | 1.8463 | -0.1320 | 1.8463 | 1.3588 |
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- | No log | 0.7111 | 64 | 1.3625 | 0.0610 | 1.3625 | 1.1673 |
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- | No log | 0.7333 | 66 | 0.9870 | 0.2265 | 0.9870 | 0.9935 |
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- | No log | 0.7556 | 68 | 0.9646 | 0.2746 | 0.9646 | 0.9822 |
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- | No log | 0.7778 | 70 | 1.0827 | 0.2149 | 1.0827 | 1.0406 |
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- | No log | 0.8 | 72 | 1.3162 | 0.0160 | 1.3162 | 1.1472 |
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- | No log | 0.8222 | 74 | 1.3918 | -0.0411 | 1.3918 | 1.1797 |
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- | No log | 0.8444 | 76 | 1.3022 | 0.0160 | 1.3022 | 1.1411 |
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- | No log | 0.8667 | 78 | 1.0325 | 0.2873 | 1.0325 | 1.0161 |
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- | No log | 0.8889 | 80 | 0.9519 | 0.2841 | 0.9519 | 0.9757 |
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- | No log | 0.9111 | 82 | 0.9479 | 0.2935 | 0.9479 | 0.9736 |
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- | No log | 0.9333 | 84 | 0.9162 | 0.3370 | 0.9162 | 0.9572 |
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- | No log | 0.9556 | 86 | 0.9663 | 0.2467 | 0.9663 | 0.9830 |
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- | No log | 0.9778 | 88 | 1.1519 | 0.1643 | 1.1519 | 1.0733 |
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- | No log | 1.0 | 90 | 1.3160 | -0.0251 | 1.3160 | 1.1472 |
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- | No log | 1.0222 | 92 | 1.2856 | 0.0811 | 1.2856 | 1.1338 |
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- | No log | 1.0444 | 94 | 1.1539 | 0.1649 | 1.1539 | 1.0742 |
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- | No log | 1.0667 | 96 | 0.9741 | 0.2569 | 0.9741 | 0.9870 |
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- | No log | 1.0889 | 98 | 0.9555 | 0.2594 | 0.9555 | 0.9775 |
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- | No log | 1.1111 | 100 | 0.9936 | 0.2161 | 0.9936 | 0.9968 |
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- | No log | 1.1333 | 102 | 1.0537 | 0.2569 | 1.0537 | 1.0265 |
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- | No log | 1.1556 | 104 | 1.0818 | 0.3623 | 1.0818 | 1.0401 |
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- | No log | 1.1778 | 106 | 1.1417 | 0.25 | 1.1417 | 1.0685 |
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- | No log | 1.2 | 108 | 1.1369 | 0.3344 | 1.1369 | 1.0663 |
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- | No log | 1.2222 | 110 | 1.0476 | 0.4020 | 1.0476 | 1.0235 |
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- | No log | 1.2444 | 112 | 1.0303 | 0.3743 | 1.0303 | 1.0150 |
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- | No log | 1.2667 | 114 | 1.0893 | 0.3920 | 1.0893 | 1.0437 |
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- | No log | 1.2889 | 116 | 1.1393 | 0.3415 | 1.1393 | 1.0674 |
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- | No log | 1.3111 | 118 | 1.2605 | 0.2686 | 1.2605 | 1.1227 |
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- | No log | 1.3333 | 120 | 1.4101 | 0.2391 | 1.4101 | 1.1875 |
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- | No log | 1.3556 | 122 | 1.4384 | 0.1789 | 1.4384 | 1.1993 |
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- | No log | 1.3778 | 124 | 1.3751 | 0.2004 | 1.3751 | 1.1727 |
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- | No log | 1.4 | 126 | 1.2648 | 0.2455 | 1.2648 | 1.1246 |
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- | No log | 1.4222 | 128 | 1.0918 | 0.2175 | 1.0918 | 1.0449 |
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- | No log | 1.4444 | 130 | 1.0016 | 0.0761 | 1.0016 | 1.0008 |
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- | No log | 1.4667 | 132 | 1.1184 | 0.2834 | 1.1184 | 1.0576 |
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- | No log | 1.4889 | 134 | 1.1741 | 0.2925 | 1.1741 | 1.0835 |
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- | No log | 1.5111 | 136 | 1.1324 | 0.2834 | 1.1324 | 1.0642 |
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- | No log | 1.5333 | 138 | 0.9953 | 0.1007 | 0.9953 | 0.9976 |
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- | No log | 1.5556 | 140 | 1.0820 | 0.2820 | 1.0820 | 1.0402 |
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- | No log | 1.5778 | 142 | 1.2463 | 0.2506 | 1.2463 | 1.1164 |
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- | No log | 1.6 | 144 | 1.2535 | 0.2816 | 1.2535 | 1.1196 |
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- | No log | 1.6222 | 146 | 1.2268 | 0.2417 | 1.2268 | 1.1076 |
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- | No log | 1.6444 | 148 | 1.3267 | 0.2896 | 1.3267 | 1.1518 |
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- | No log | 1.6667 | 150 | 1.4088 | 0.2417 | 1.4088 | 1.1869 |
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- | No log | 1.6889 | 152 | 1.2591 | 0.1512 | 1.2591 | 1.1221 |
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- | No log | 1.7111 | 154 | 1.0998 | 0.1944 | 1.0998 | 1.0487 |
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- | No log | 1.7333 | 156 | 0.9882 | 0.2077 | 0.9882 | 0.9941 |
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- | No log | 1.7556 | 158 | 1.0201 | 0.2384 | 1.0201 | 1.0100 |
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- | No log | 1.7778 | 160 | 1.1423 | 0.2130 | 1.1423 | 1.0688 |
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- | No log | 1.8 | 162 | 1.2926 | 0.1700 | 1.2926 | 1.1369 |
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- | No log | 1.8222 | 164 | 1.3521 | 0.1370 | 1.3521 | 1.1628 |
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- | No log | 1.8444 | 166 | 1.2616 | 0.0741 | 1.2616 | 1.1232 |
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- | No log | 1.8667 | 168 | 1.1987 | 0.0227 | 1.1987 | 1.0948 |
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- | No log | 1.8889 | 170 | 1.1011 | 0.0981 | 1.1011 | 1.0493 |
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- | No log | 1.9111 | 172 | 1.1084 | 0.0824 | 1.1084 | 1.0528 |
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- | No log | 1.9333 | 174 | 1.1873 | 0.0574 | 1.1873 | 1.0896 |
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- | No log | 1.9556 | 176 | 1.2443 | 0.0227 | 1.2443 | 1.1155 |
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- | No log | 1.9778 | 178 | 1.2610 | 0.0961 | 1.2610 | 1.1230 |
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- | No log | 2.0 | 180 | 1.1504 | 0.2392 | 1.1504 | 1.0726 |
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- | No log | 2.0222 | 182 | 1.0506 | 0.2651 | 1.0506 | 1.0250 |
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- | No log | 2.0444 | 184 | 1.0271 | 0.1873 | 1.0271 | 1.0134 |
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- | No log | 2.0667 | 186 | 1.0558 | 0.1826 | 1.0558 | 1.0275 |
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- | No log | 2.0889 | 188 | 1.0839 | 0.1101 | 1.0839 | 1.0411 |
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- | No log | 2.1111 | 190 | 1.1794 | 0.1370 | 1.1794 | 1.0860 |
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- | No log | 2.1333 | 192 | 1.1296 | 0.1521 | 1.1296 | 1.0628 |
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- | No log | 2.1556 | 194 | 1.0013 | 0.1341 | 1.0013 | 1.0007 |
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- | No log | 2.1778 | 196 | 0.9204 | 0.1493 | 0.9204 | 0.9594 |
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- | No log | 2.2 | 198 | 0.9040 | 0.2888 | 0.9040 | 0.9508 |
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- | No log | 2.2222 | 200 | 0.9380 | 0.2114 | 0.9380 | 0.9685 |
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- | No log | 2.2444 | 202 | 0.9857 | 0.2314 | 0.9857 | 0.9928 |
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- | No log | 2.2667 | 204 | 1.1354 | 0.2012 | 1.1354 | 1.0656 |
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- | No log | 2.2889 | 206 | 1.2989 | 0.2542 | 1.2989 | 1.1397 |
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- | No log | 2.3111 | 208 | 1.3309 | 0.2313 | 1.3309 | 1.1536 |
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- | No log | 2.3333 | 210 | 1.2086 | 0.2750 | 1.2086 | 1.0993 |
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- | No log | 2.3556 | 212 | 1.1061 | 0.3039 | 1.1061 | 1.0517 |
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- | No log | 2.3778 | 214 | 1.0689 | 0.2981 | 1.0689 | 1.0339 |
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- | No log | 2.4 | 216 | 1.0828 | 0.2066 | 1.0828 | 1.0406 |
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- | No log | 2.4222 | 218 | 1.1047 | 0.1671 | 1.1047 | 1.0511 |
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- | No log | 2.4444 | 220 | 1.1335 | 0.1918 | 1.1335 | 1.0647 |
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- | No log | 2.4667 | 222 | 1.1408 | 0.1976 | 1.1408 | 1.0681 |
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- | No log | 2.4889 | 224 | 1.1138 | 0.2843 | 1.1138 | 1.0554 |
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- | No log | 2.5111 | 226 | 1.1272 | 0.25 | 1.1272 | 1.0617 |
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- | No log | 2.5333 | 228 | 1.1426 | 0.1570 | 1.1426 | 1.0689 |
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- | No log | 2.5556 | 230 | 1.1120 | 0.1799 | 1.1120 | 1.0545 |
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- | No log | 2.5778 | 232 | 1.1030 | 0.1954 | 1.1030 | 1.0502 |
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- | No log | 2.6 | 234 | 1.0795 | 0.2024 | 1.0795 | 1.0390 |
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- | No log | 2.6222 | 236 | 1.0465 | 0.2325 | 1.0465 | 1.0230 |
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- | No log | 2.6444 | 238 | 1.0980 | 0.2416 | 1.0980 | 1.0479 |
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- | No log | 2.6667 | 240 | 1.1217 | 0.2359 | 1.1217 | 1.0591 |
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- | No log | 2.6889 | 242 | 1.0617 | 0.2365 | 1.0617 | 1.0304 |
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- | No log | 2.7111 | 244 | 1.0615 | 0.2013 | 1.0615 | 1.0303 |
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- | No log | 2.7333 | 246 | 0.9745 | 0.1893 | 0.9745 | 0.9872 |
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- | No log | 2.7556 | 248 | 0.9061 | 0.3094 | 0.9061 | 0.9519 |
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- | No log | 2.7778 | 250 | 0.9271 | 0.3464 | 0.9271 | 0.9629 |
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- | No log | 2.8 | 252 | 0.9515 | 0.3021 | 0.9515 | 0.9754 |
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- | No log | 2.8222 | 254 | 0.9109 | 0.2647 | 0.9109 | 0.9544 |
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- | No log | 2.8444 | 256 | 0.9106 | 0.2523 | 0.9106 | 0.9543 |
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- | No log | 2.8667 | 258 | 0.9108 | 0.2647 | 0.9108 | 0.9543 |
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- | No log | 2.8889 | 260 | 0.9235 | 0.2647 | 0.9235 | 0.9610 |
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- | No log | 2.9111 | 262 | 0.9021 | 0.2647 | 0.9021 | 0.9498 |
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- | No log | 2.9333 | 264 | 0.8774 | 0.3067 | 0.8774 | 0.9367 |
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- | No log | 2.9556 | 266 | 0.8825 | 0.3485 | 0.8825 | 0.9394 |
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- | No log | 2.9778 | 268 | 0.8661 | 0.3221 | 0.8661 | 0.9307 |
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- | No log | 3.0 | 270 | 0.8638 | 0.3519 | 0.8638 | 0.9294 |
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- | No log | 3.0222 | 272 | 0.8623 | 0.3625 | 0.8623 | 0.9286 |
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- | No log | 3.0444 | 274 | 0.8988 | 0.3780 | 0.8988 | 0.9480 |
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- | No log | 3.0667 | 276 | 0.9299 | 0.4174 | 0.9299 | 0.9643 |
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- | No log | 3.0889 | 278 | 0.8840 | 0.3760 | 0.8840 | 0.9402 |
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- | No log | 3.1111 | 280 | 0.8807 | 0.3902 | 0.8807 | 0.9385 |
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- | No log | 3.1333 | 282 | 0.9087 | 0.3085 | 0.9087 | 0.9533 |
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- | No log | 3.1556 | 284 | 0.9028 | 0.3494 | 0.9028 | 0.9502 |
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- | No log | 3.1778 | 286 | 0.9130 | 0.3085 | 0.9130 | 0.9555 |
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- | No log | 3.2 | 288 | 0.9066 | 0.3902 | 0.9066 | 0.9522 |
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- | No log | 3.2222 | 290 | 0.8840 | 0.4048 | 0.8840 | 0.9402 |
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- | No log | 3.2444 | 292 | 0.9080 | 0.3652 | 0.9080 | 0.9529 |
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- | No log | 3.2667 | 294 | 0.9530 | 0.3506 | 0.9530 | 0.9762 |
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- | No log | 3.2889 | 296 | 1.0353 | 0.1462 | 1.0353 | 1.0175 |
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- | No log | 3.3111 | 298 | 1.0564 | 0.1676 | 1.0564 | 1.0278 |
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- | No log | 3.3333 | 300 | 0.9863 | 0.2864 | 0.9863 | 0.9931 |
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- | No log | 3.3556 | 302 | 0.8807 | 0.4327 | 0.8807 | 0.9385 |
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- | No log | 3.3778 | 304 | 0.8643 | 0.3922 | 0.8643 | 0.9297 |
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- | No log | 3.4 | 306 | 0.8979 | 0.3819 | 0.8979 | 0.9476 |
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- | No log | 3.4222 | 308 | 0.8750 | 0.3569 | 0.8750 | 0.9354 |
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- | No log | 3.4444 | 310 | 0.8517 | 0.4241 | 0.8517 | 0.9229 |
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- | No log | 3.4667 | 312 | 0.8287 | 0.3757 | 0.8287 | 0.9103 |
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- | No log | 3.4889 | 314 | 0.8104 | 0.3776 | 0.8104 | 0.9002 |
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- | No log | 3.5111 | 316 | 0.7775 | 0.4557 | 0.7775 | 0.8817 |
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- | No log | 3.5333 | 318 | 0.7993 | 0.4862 | 0.7993 | 0.8940 |
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- | No log | 3.5556 | 320 | 0.8930 | 0.4812 | 0.8930 | 0.9450 |
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- | No log | 3.5778 | 322 | 0.9016 | 0.4681 | 0.9016 | 0.9496 |
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- | No log | 3.6 | 324 | 0.8805 | 0.4310 | 0.8805 | 0.9383 |
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- | No log | 3.6222 | 326 | 0.8131 | 0.4216 | 0.8131 | 0.9017 |
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- | No log | 3.6444 | 328 | 0.7994 | 0.4980 | 0.7994 | 0.8941 |
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- | No log | 3.6667 | 330 | 0.8839 | 0.4565 | 0.8839 | 0.9401 |
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- | No log | 3.6889 | 332 | 1.1199 | 0.3400 | 1.1199 | 1.0583 |
218
- | No log | 3.7111 | 334 | 1.2877 | 0.1872 | 1.2877 | 1.1347 |
219
- | No log | 3.7333 | 336 | 1.2939 | 0.2906 | 1.2939 | 1.1375 |
220
- | No log | 3.7556 | 338 | 1.1593 | 0.2572 | 1.1593 | 1.0767 |
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- | No log | 3.7778 | 340 | 1.0668 | 0.2102 | 1.0668 | 1.0328 |
222
- | No log | 3.8 | 342 | 1.0106 | 0.2577 | 1.0106 | 1.0053 |
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- | No log | 3.8222 | 344 | 1.0058 | 0.3444 | 1.0058 | 1.0029 |
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- | No log | 3.8444 | 346 | 1.0351 | 0.3717 | 1.0351 | 1.0174 |
225
- | No log | 3.8667 | 348 | 1.0610 | 0.3436 | 1.0610 | 1.0300 |
226
- | No log | 3.8889 | 350 | 1.0650 | 0.3409 | 1.0650 | 1.0320 |
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- | No log | 3.9111 | 352 | 1.0292 | 0.3699 | 1.0292 | 1.0145 |
228
- | No log | 3.9333 | 354 | 0.9508 | 0.4174 | 0.9508 | 0.9751 |
229
- | No log | 3.9556 | 356 | 0.9942 | 0.4169 | 0.9942 | 0.9971 |
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- | No log | 3.9778 | 358 | 1.0799 | 0.3171 | 1.0799 | 1.0392 |
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- | No log | 4.0 | 360 | 1.0856 | 0.2927 | 1.0856 | 1.0419 |
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- | No log | 4.0222 | 362 | 1.0431 | 0.3021 | 1.0431 | 1.0213 |
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- | No log | 4.0444 | 364 | 0.9844 | 0.4054 | 0.9844 | 0.9922 |
234
- | No log | 4.0667 | 366 | 1.0450 | 0.3021 | 1.0450 | 1.0222 |
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- | No log | 4.0889 | 368 | 1.1139 | 0.2794 | 1.1139 | 1.0554 |
236
- | No log | 4.1111 | 370 | 1.1721 | 0.1935 | 1.1721 | 1.0826 |
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- | No log | 4.1333 | 372 | 1.0652 | 0.2794 | 1.0652 | 1.0321 |
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- | No log | 4.1556 | 374 | 0.9036 | 0.3902 | 0.9036 | 0.9506 |
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- | No log | 4.1778 | 376 | 0.8431 | 0.3382 | 0.8431 | 0.9182 |
240
- | No log | 4.2 | 378 | 0.8586 | 0.3528 | 0.8586 | 0.9266 |
241
- | No log | 4.2222 | 380 | 0.8920 | 0.4327 | 0.8920 | 0.9444 |
242
- | No log | 4.2444 | 382 | 0.9441 | 0.4697 | 0.9441 | 0.9717 |
243
- | No log | 4.2667 | 384 | 1.0610 | 0.3316 | 1.0610 | 1.0301 |
244
- | No log | 4.2889 | 386 | 1.0683 | 0.3139 | 1.0683 | 1.0336 |
245
- | No log | 4.3111 | 388 | 0.9479 | 0.3954 | 0.9479 | 0.9736 |
246
- | No log | 4.3333 | 390 | 0.8661 | 0.4057 | 0.8661 | 0.9306 |
247
- | No log | 4.3556 | 392 | 0.8442 | 0.4062 | 0.8442 | 0.9188 |
248
- | No log | 4.3778 | 394 | 0.8682 | 0.4232 | 0.8682 | 0.9318 |
249
- | No log | 4.4 | 396 | 0.8805 | 0.3289 | 0.8805 | 0.9383 |
250
- | No log | 4.4222 | 398 | 0.8797 | 0.3665 | 0.8797 | 0.9379 |
251
- | No log | 4.4444 | 400 | 0.8098 | 0.4249 | 0.8098 | 0.8999 |
252
- | No log | 4.4667 | 402 | 0.7773 | 0.4124 | 0.7773 | 0.8816 |
253
- | No log | 4.4889 | 404 | 0.8179 | 0.4593 | 0.8179 | 0.9044 |
254
- | No log | 4.5111 | 406 | 0.9462 | 0.3424 | 0.9462 | 0.9727 |
255
- | No log | 4.5333 | 408 | 1.0410 | 0.2772 | 1.0410 | 1.0203 |
256
- | No log | 4.5556 | 410 | 1.1013 | 0.3434 | 1.1013 | 1.0494 |
257
- | No log | 4.5778 | 412 | 1.0585 | 0.2440 | 1.0585 | 1.0288 |
258
- | No log | 4.6 | 414 | 1.0551 | 0.2117 | 1.0551 | 1.0272 |
259
- | No log | 4.6222 | 416 | 1.1480 | 0.2155 | 1.1480 | 1.0714 |
260
- | No log | 4.6444 | 418 | 1.2670 | 0.125 | 1.2670 | 1.1256 |
261
- | No log | 4.6667 | 420 | 1.3160 | 0.1033 | 1.3160 | 1.1472 |
262
- | No log | 4.6889 | 422 | 1.3233 | 0.2845 | 1.3233 | 1.1503 |
263
- | No log | 4.7111 | 424 | 1.2643 | 0.3107 | 1.2643 | 1.1244 |
264
- | No log | 4.7333 | 426 | 1.2569 | 0.2812 | 1.2569 | 1.1211 |
265
- | No log | 4.7556 | 428 | 1.2791 | 0.2870 | 1.2791 | 1.1310 |
266
- | No log | 4.7778 | 430 | 1.2055 | 0.2750 | 1.2055 | 1.0980 |
267
- | No log | 4.8 | 432 | 1.1071 | 0.2610 | 1.1071 | 1.0522 |
268
- | No log | 4.8222 | 434 | 1.0737 | 0.2559 | 1.0737 | 1.0362 |
269
- | No log | 4.8444 | 436 | 1.1108 | 0.1820 | 1.1108 | 1.0539 |
270
- | No log | 4.8667 | 438 | 1.1885 | 0.1793 | 1.1885 | 1.0902 |
271
- | No log | 4.8889 | 440 | 1.2850 | 0.1920 | 1.2850 | 1.1336 |
272
- | No log | 4.9111 | 442 | 1.2998 | 0.2283 | 1.2998 | 1.1401 |
273
- | No log | 4.9333 | 444 | 1.2230 | 0.2071 | 1.2230 | 1.1059 |
274
- | No log | 4.9556 | 446 | 1.1533 | 0.2664 | 1.1533 | 1.0739 |
275
- | No log | 4.9778 | 448 | 1.1526 | 0.2252 | 1.1526 | 1.0736 |
276
- | No log | 5.0 | 450 | 1.1779 | 0.2143 | 1.1779 | 1.0853 |
277
- | No log | 5.0222 | 452 | 1.2077 | 0.1272 | 1.2077 | 1.0989 |
278
- | No log | 5.0444 | 454 | 1.2342 | 0.1876 | 1.2342 | 1.1109 |
279
- | No log | 5.0667 | 456 | 1.2048 | 0.1282 | 1.2048 | 1.0976 |
280
- | No log | 5.0889 | 458 | 1.1188 | 0.2238 | 1.1188 | 1.0577 |
281
- | No log | 5.1111 | 460 | 1.0577 | 0.2263 | 1.0577 | 1.0285 |
282
- | No log | 5.1333 | 462 | 1.0083 | 0.2795 | 1.0083 | 1.0041 |
283
- | No log | 5.1556 | 464 | 0.9991 | 0.2050 | 0.9991 | 0.9996 |
284
- | No log | 5.1778 | 466 | 1.0604 | 0.1944 | 1.0604 | 1.0297 |
285
- | No log | 5.2 | 468 | 1.0828 | 0.1944 | 1.0828 | 1.0406 |
286
- | No log | 5.2222 | 470 | 1.0513 | 0.2238 | 1.0513 | 1.0253 |
287
- | No log | 5.2444 | 472 | 1.0241 | 0.2238 | 1.0241 | 1.0120 |
288
- | No log | 5.2667 | 474 | 1.0389 | 0.2651 | 1.0389 | 1.0192 |
289
- | No log | 5.2889 | 476 | 1.0565 | 0.2179 | 1.0565 | 1.0278 |
290
- | No log | 5.3111 | 478 | 1.1087 | 0.2704 | 1.1087 | 1.0530 |
291
- | No log | 5.3333 | 480 | 1.1694 | 0.3237 | 1.1694 | 1.0814 |
292
- | No log | 5.3556 | 482 | 1.2402 | 0.2172 | 1.2402 | 1.1136 |
293
- | No log | 5.3778 | 484 | 1.3391 | 0.1432 | 1.3391 | 1.1572 |
294
- | No log | 5.4 | 486 | 1.3869 | 0.1773 | 1.3869 | 1.1777 |
295
- | No log | 5.4222 | 488 | 1.3907 | 0.1395 | 1.3907 | 1.1793 |
296
- | No log | 5.4444 | 490 | 1.2756 | 0.1863 | 1.2756 | 1.1294 |
297
- | No log | 5.4667 | 492 | 1.1317 | 0.1750 | 1.1317 | 1.0638 |
298
- | No log | 5.4889 | 494 | 0.9896 | 0.2796 | 0.9896 | 0.9948 |
299
- | No log | 5.5111 | 496 | 0.9512 | 0.2674 | 0.9512 | 0.9753 |
300
- | No log | 5.5333 | 498 | 0.9439 | 0.3005 | 0.9439 | 0.9715 |
301
- | 0.3477 | 5.5556 | 500 | 0.9721 | 0.3161 | 0.9721 | 0.9859 |
302
- | 0.3477 | 5.5778 | 502 | 1.0308 | 0.3099 | 1.0308 | 1.0153 |
303
- | 0.3477 | 5.6 | 504 | 1.0220 | 0.3472 | 1.0220 | 1.0109 |
304
- | 0.3477 | 5.6222 | 506 | 1.0002 | 0.3045 | 1.0002 | 1.0001 |
305
- | 0.3477 | 5.6444 | 508 | 0.9566 | 0.3202 | 0.9566 | 0.9780 |
306
- | 0.3477 | 5.6667 | 510 | 0.9347 | 0.3590 | 0.9347 | 0.9668 |
307
- | 0.3477 | 5.6889 | 512 | 0.9432 | 0.3682 | 0.9432 | 0.9712 |
308
- | 0.3477 | 5.7111 | 514 | 0.9896 | 0.3124 | 0.9896 | 0.9948 |
309
- | 0.3477 | 5.7333 | 516 | 1.0037 | 0.3243 | 1.0037 | 1.0019 |
310
- | 0.3477 | 5.7556 | 518 | 0.9797 | 0.3278 | 0.9797 | 0.9898 |
311
- | 0.3477 | 5.7778 | 520 | 0.9721 | 0.3414 | 0.9721 | 0.9860 |
312
- | 0.3477 | 5.8 | 522 | 0.9775 | 0.3414 | 0.9775 | 0.9887 |
313
- | 0.3477 | 5.8222 | 524 | 0.9983 | 0.3210 | 0.9983 | 0.9992 |
314
- | 0.3477 | 5.8444 | 526 | 0.9710 | 0.3472 | 0.9710 | 0.9854 |
315
- | 0.3477 | 5.8667 | 528 | 0.9322 | 0.4203 | 0.9322 | 0.9655 |
316
- | 0.3477 | 5.8889 | 530 | 0.9413 | 0.4071 | 0.9413 | 0.9702 |
317
- | 0.3477 | 5.9111 | 532 | 0.9034 | 0.4958 | 0.9034 | 0.9505 |
318
- | 0.3477 | 5.9333 | 534 | 0.9130 | 0.4958 | 0.9130 | 0.9555 |
319
- | 0.3477 | 5.9556 | 536 | 0.9121 | 0.4958 | 0.9121 | 0.9551 |
320
- | 0.3477 | 5.9778 | 538 | 0.9287 | 0.4326 | 0.9287 | 0.9637 |
321
- | 0.3477 | 6.0 | 540 | 1.0583 | 0.3568 | 1.0583 | 1.0287 |
322
- | 0.3477 | 6.0222 | 542 | 1.1316 | 0.3227 | 1.1316 | 1.0638 |
323
- | 0.3477 | 6.0444 | 544 | 1.0494 | 0.3864 | 1.0494 | 1.0244 |
324
- | 0.3477 | 6.0667 | 546 | 0.9340 | 0.4169 | 0.9340 | 0.9664 |
325
- | 0.3477 | 6.0889 | 548 | 0.8571 | 0.4327 | 0.8571 | 0.9258 |
326
- | 0.3477 | 6.1111 | 550 | 0.8438 | 0.4468 | 0.8438 | 0.9186 |
327
- | 0.3477 | 6.1333 | 552 | 0.8969 | 0.4456 | 0.8969 | 0.9470 |
328
- | 0.3477 | 6.1556 | 554 | 0.9656 | 0.3577 | 0.9656 | 0.9826 |
329
- | 0.3477 | 6.1778 | 556 | 0.9555 | 0.4335 | 0.9555 | 0.9775 |
330
- | 0.3477 | 6.2 | 558 | 0.9146 | 0.4335 | 0.9146 | 0.9564 |
331
- | 0.3477 | 6.2222 | 560 | 0.8643 | 0.4309 | 0.8643 | 0.9297 |
332
- | 0.3477 | 6.2444 | 562 | 0.8666 | 0.4309 | 0.8666 | 0.9309 |
333
- | 0.3477 | 6.2667 | 564 | 0.8874 | 0.4309 | 0.8874 | 0.9420 |
334
- | 0.3477 | 6.2889 | 566 | 0.8765 | 0.4168 | 0.8765 | 0.9362 |
335
- | 0.3477 | 6.3111 | 568 | 0.8486 | 0.4063 | 0.8486 | 0.9212 |
336
- | 0.3477 | 6.3333 | 570 | 0.8518 | 0.4078 | 0.8518 | 0.9229 |
337
- | 0.3477 | 6.3556 | 572 | 0.9077 | 0.4343 | 0.9077 | 0.9527 |
338
- | 0.3477 | 6.3778 | 574 | 0.9420 | 0.4334 | 0.9420 | 0.9706 |
339
- | 0.3477 | 6.4 | 576 | 0.9171 | 0.4335 | 0.9171 | 0.9576 |
340
- | 0.3477 | 6.4222 | 578 | 0.9378 | 0.4097 | 0.9378 | 0.9684 |
341
- | 0.3477 | 6.4444 | 580 | 0.9651 | 0.4368 | 0.9651 | 0.9824 |
342
- | 0.3477 | 6.4667 | 582 | 0.9772 | 0.4224 | 0.9772 | 0.9886 |
343
- | 0.3477 | 6.4889 | 584 | 1.0378 | 0.4040 | 1.0378 | 1.0187 |
344
- | 0.3477 | 6.5111 | 586 | 1.0256 | 0.4258 | 1.0255 | 1.0127 |
345
- | 0.3477 | 6.5333 | 588 | 0.9996 | 0.4785 | 0.9996 | 0.9998 |
346
- | 0.3477 | 6.5556 | 590 | 0.9784 | 0.4326 | 0.9784 | 0.9891 |
347
- | 0.3477 | 6.5778 | 592 | 0.8991 | 0.3494 | 0.8991 | 0.9482 |
348
- | 0.3477 | 6.6 | 594 | 0.8855 | 0.3485 | 0.8855 | 0.9410 |
349
- | 0.3477 | 6.6222 | 596 | 0.9082 | 0.3304 | 0.9082 | 0.9530 |
350
- | 0.3477 | 6.6444 | 598 | 0.9128 | 0.3153 | 0.9128 | 0.9554 |
351
- | 0.3477 | 6.6667 | 600 | 0.9585 | 0.3474 | 0.9585 | 0.9791 |
352
- | 0.3477 | 6.6889 | 602 | 1.0055 | 0.2012 | 1.0055 | 1.0027 |
353
- | 0.3477 | 6.7111 | 604 | 1.0062 | 0.2012 | 1.0062 | 1.0031 |
354
- | 0.3477 | 6.7333 | 606 | 1.0396 | 0.2012 | 1.0396 | 1.0196 |
355
- | 0.3477 | 6.7556 | 608 | 1.0516 | 0.2076 | 1.0516 | 1.0255 |
356
- | 0.3477 | 6.7778 | 610 | 1.0099 | 0.2012 | 1.0099 | 1.0049 |
357
 
358
 
359
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7129
19
+ - Qwk: 0.4473
20
+ - Mse: 0.7129
21
+ - Rmse: 0.8443
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0208 | 2 | 4.0848 | 0.0130 | 4.0848 | 2.0211 |
53
+ | No log | 0.0417 | 4 | 2.2871 | 0.0450 | 2.2871 | 1.5123 |
54
+ | No log | 0.0625 | 6 | 1.5493 | 0.0185 | 1.5493 | 1.2447 |
55
+ | No log | 0.0833 | 8 | 1.2525 | 0.1140 | 1.2525 | 1.1192 |
56
+ | No log | 0.1042 | 10 | 1.1253 | 0.1725 | 1.1253 | 1.0608 |
57
+ | No log | 0.125 | 12 | 1.1769 | 0.0854 | 1.1769 | 1.0848 |
58
+ | No log | 0.1458 | 14 | 1.1494 | 0.1041 | 1.1494 | 1.0721 |
59
+ | No log | 0.1667 | 16 | 1.0727 | 0.0919 | 1.0727 | 1.0357 |
60
+ | No log | 0.1875 | 18 | 0.9977 | 0.2035 | 0.9977 | 0.9988 |
61
+ | No log | 0.2083 | 20 | 1.0318 | 0.2834 | 1.0318 | 1.0158 |
62
+ | No log | 0.2292 | 22 | 1.2011 | 0.1024 | 1.2011 | 1.0959 |
63
+ | No log | 0.25 | 24 | 1.2355 | 0.0380 | 1.2355 | 1.1115 |
64
+ | No log | 0.2708 | 26 | 1.1577 | 0.1764 | 1.1577 | 1.0760 |
65
+ | No log | 0.2917 | 28 | 1.1097 | 0.2221 | 1.1097 | 1.0534 |
66
+ | No log | 0.3125 | 30 | 1.0525 | 0.1810 | 1.0525 | 1.0259 |
67
+ | No log | 0.3333 | 32 | 1.0634 | 0.2375 | 1.0634 | 1.0312 |
68
+ | No log | 0.3542 | 34 | 1.0581 | 0.1837 | 1.0581 | 1.0286 |
69
+ | No log | 0.375 | 36 | 1.1020 | 0.1603 | 1.1020 | 1.0498 |
70
+ | No log | 0.3958 | 38 | 1.0664 | 0.2023 | 1.0664 | 1.0327 |
71
+ | No log | 0.4167 | 40 | 0.9668 | 0.3817 | 0.9668 | 0.9832 |
72
+ | No log | 0.4375 | 42 | 1.0053 | 0.3021 | 1.0053 | 1.0026 |
73
+ | No log | 0.4583 | 44 | 0.9481 | 0.2671 | 0.9481 | 0.9737 |
74
+ | No log | 0.4792 | 46 | 0.9315 | 0.3236 | 0.9315 | 0.9652 |
75
+ | No log | 0.5 | 48 | 0.9663 | 0.3192 | 0.9663 | 0.9830 |
76
+ | No log | 0.5208 | 50 | 0.9506 | 0.3485 | 0.9506 | 0.9750 |
77
+ | No log | 0.5417 | 52 | 0.9201 | 0.3876 | 0.9201 | 0.9592 |
78
+ | No log | 0.5625 | 54 | 0.9651 | 0.3243 | 0.9651 | 0.9824 |
79
+ | No log | 0.5833 | 56 | 0.9644 | 0.3243 | 0.9644 | 0.9820 |
80
+ | No log | 0.6042 | 58 | 0.8917 | 0.3857 | 0.8917 | 0.9443 |
81
+ | No log | 0.625 | 60 | 0.9499 | 0.3317 | 0.9499 | 0.9746 |
82
+ | No log | 0.6458 | 62 | 0.9703 | 0.2288 | 0.9703 | 0.9850 |
83
+ | No log | 0.6667 | 64 | 0.9372 | 0.3067 | 0.9372 | 0.9681 |
84
+ | No log | 0.6875 | 66 | 0.8661 | 0.3960 | 0.8661 | 0.9307 |
85
+ | No log | 0.7083 | 68 | 0.8539 | 0.3979 | 0.8539 | 0.9241 |
86
+ | No log | 0.7292 | 70 | 0.8637 | 0.3821 | 0.8637 | 0.9294 |
87
+ | No log | 0.75 | 72 | 0.9083 | 0.5167 | 0.9083 | 0.9530 |
88
+ | No log | 0.7708 | 74 | 0.8883 | 0.5070 | 0.8883 | 0.9425 |
89
+ | No log | 0.7917 | 76 | 1.0753 | 0.3584 | 1.0753 | 1.0369 |
90
+ | No log | 0.8125 | 78 | 1.0615 | 0.3658 | 1.0615 | 1.0303 |
91
+ | No log | 0.8333 | 80 | 0.9549 | 0.3169 | 0.9549 | 0.9772 |
92
+ | No log | 0.8542 | 82 | 0.9152 | 0.3604 | 0.9152 | 0.9567 |
93
+ | No log | 0.875 | 84 | 0.8208 | 0.4475 | 0.8208 | 0.9060 |
94
+ | No log | 0.8958 | 86 | 0.7805 | 0.3713 | 0.7805 | 0.8834 |
95
+ | No log | 0.9167 | 88 | 0.8474 | 0.4180 | 0.8474 | 0.9206 |
96
+ | No log | 0.9375 | 90 | 0.9358 | 0.3763 | 0.9358 | 0.9673 |
97
+ | No log | 0.9583 | 92 | 1.2043 | 0.2026 | 1.2043 | 1.0974 |
98
+ | No log | 0.9792 | 94 | 1.4977 | 0.1892 | 1.4977 | 1.2238 |
99
+ | No log | 1.0 | 96 | 1.5492 | 0.1729 | 1.5492 | 1.2447 |
100
+ | No log | 1.0208 | 98 | 1.4098 | 0.1601 | 1.4098 | 1.1873 |
101
+ | No log | 1.0417 | 100 | 1.2217 | 0.1700 | 1.2217 | 1.1053 |
102
+ | No log | 1.0625 | 102 | 1.0076 | 0.2175 | 1.0076 | 1.0038 |
103
+ | No log | 1.0833 | 104 | 0.8770 | 0.3817 | 0.8770 | 0.9365 |
104
+ | No log | 1.1042 | 106 | 0.8653 | 0.4321 | 0.8653 | 0.9302 |
105
+ | No log | 1.125 | 108 | 0.8383 | 0.5195 | 0.8383 | 0.9156 |
106
+ | No log | 1.1458 | 110 | 0.8365 | 0.4892 | 0.8365 | 0.9146 |
107
+ | No log | 1.1667 | 112 | 0.8369 | 0.4192 | 0.8369 | 0.9148 |
108
+ | No log | 1.1875 | 114 | 0.8796 | 0.4162 | 0.8796 | 0.9379 |
109
+ | No log | 1.2083 | 116 | 0.8990 | 0.3902 | 0.8990 | 0.9482 |
110
+ | No log | 1.2292 | 118 | 0.9073 | 0.3902 | 0.9073 | 0.9525 |
111
+ | No log | 1.25 | 120 | 0.9214 | 0.3623 | 0.9214 | 0.9599 |
112
+ | No log | 1.2708 | 122 | 0.8346 | 0.4697 | 0.8346 | 0.9135 |
113
+ | No log | 1.2917 | 124 | 0.8520 | 0.4421 | 0.8520 | 0.9230 |
114
+ | No log | 1.3125 | 126 | 0.9452 | 0.2535 | 0.9452 | 0.9722 |
115
+ | No log | 1.3333 | 128 | 1.0431 | 0.3000 | 1.0431 | 1.0213 |
116
+ | No log | 1.3542 | 130 | 0.9808 | 0.2535 | 0.9808 | 0.9903 |
117
+ | No log | 1.375 | 132 | 0.8786 | 0.4283 | 0.8786 | 0.9373 |
118
+ | No log | 1.3958 | 134 | 0.9534 | 0.3081 | 0.9534 | 0.9764 |
119
+ | No log | 1.4167 | 136 | 1.0919 | 0.2284 | 1.0919 | 1.0449 |
120
+ | No log | 1.4375 | 138 | 1.2583 | 0.2260 | 1.2583 | 1.1217 |
121
+ | No log | 1.4583 | 140 | 1.2760 | 0.1952 | 1.2760 | 1.1296 |
122
+ | No log | 1.4792 | 142 | 1.1759 | 0.1886 | 1.1759 | 1.0844 |
123
+ | No log | 1.5 | 144 | 0.9661 | 0.2108 | 0.9661 | 0.9829 |
124
+ | No log | 1.5208 | 146 | 0.8952 | 0.3733 | 0.8952 | 0.9462 |
125
+ | No log | 1.5417 | 148 | 0.8482 | 0.5044 | 0.8482 | 0.9210 |
126
+ | No log | 1.5625 | 150 | 0.8299 | 0.4110 | 0.8299 | 0.9110 |
127
+ | No log | 1.5833 | 152 | 0.8494 | 0.4290 | 0.8494 | 0.9217 |
128
+ | No log | 1.6042 | 154 | 0.8496 | 0.4281 | 0.8496 | 0.9218 |
129
+ | No log | 1.625 | 156 | 0.8020 | 0.4963 | 0.8020 | 0.8955 |
130
+ | No log | 1.6458 | 158 | 0.7638 | 0.5785 | 0.7638 | 0.8740 |
131
+ | No log | 1.6667 | 160 | 0.7521 | 0.5543 | 0.7521 | 0.8672 |
132
+ | No log | 1.6875 | 162 | 0.7423 | 0.5543 | 0.7423 | 0.8616 |
133
+ | No log | 1.7083 | 164 | 0.6660 | 0.5798 | 0.6660 | 0.8161 |
134
+ | No log | 1.7292 | 166 | 0.6290 | 0.6028 | 0.6290 | 0.7931 |
135
+ | No log | 1.75 | 168 | 0.6157 | 0.6338 | 0.6157 | 0.7846 |
136
+ | No log | 1.7708 | 170 | 0.7485 | 0.5164 | 0.7485 | 0.8651 |
137
+ | No log | 1.7917 | 172 | 0.9608 | 0.3571 | 0.9608 | 0.9802 |
138
+ | No log | 1.8125 | 174 | 0.9539 | 0.3394 | 0.9539 | 0.9767 |
139
+ | No log | 1.8333 | 176 | 0.7709 | 0.4433 | 0.7709 | 0.8780 |
140
+ | No log | 1.8542 | 178 | 0.6165 | 0.5550 | 0.6165 | 0.7852 |
141
+ | No log | 1.875 | 180 | 0.6234 | 0.5550 | 0.6234 | 0.7896 |
142
+ | No log | 1.8958 | 182 | 0.6207 | 0.5303 | 0.6207 | 0.7879 |
143
+ | No log | 1.9167 | 184 | 0.6180 | 0.5303 | 0.6180 | 0.7861 |
144
+ | No log | 1.9375 | 186 | 0.6408 | 0.5936 | 0.6408 | 0.8005 |
145
+ | No log | 1.9583 | 188 | 0.6895 | 0.5925 | 0.6895 | 0.8304 |
146
+ | No log | 1.9792 | 190 | 0.6936 | 0.5898 | 0.6936 | 0.8328 |
147
+ | No log | 2.0 | 192 | 0.7035 | 0.6009 | 0.7035 | 0.8388 |
148
+ | No log | 2.0208 | 194 | 0.6982 | 0.6316 | 0.6982 | 0.8356 |
149
+ | No log | 2.0417 | 196 | 0.6425 | 0.5408 | 0.6425 | 0.8016 |
150
+ | No log | 2.0625 | 198 | 0.6970 | 0.4958 | 0.6970 | 0.8348 |
151
+ | No log | 2.0833 | 200 | 0.6808 | 0.5073 | 0.6808 | 0.8251 |
152
+ | No log | 2.1042 | 202 | 0.6589 | 0.5042 | 0.6589 | 0.8118 |
153
+ | No log | 2.125 | 204 | 0.6722 | 0.5026 | 0.6722 | 0.8199 |
154
+ | No log | 2.1458 | 206 | 0.6565 | 0.5138 | 0.6565 | 0.8103 |
155
+ | No log | 2.1667 | 208 | 0.6461 | 0.5680 | 0.6461 | 0.8038 |
156
+ | No log | 2.1875 | 210 | 0.6981 | 0.5854 | 0.6981 | 0.8355 |
157
+ | No log | 2.2083 | 212 | 0.7378 | 0.5893 | 0.7378 | 0.8589 |
158
+ | No log | 2.2292 | 214 | 0.7697 | 0.5857 | 0.7697 | 0.8773 |
159
+ | No log | 2.25 | 216 | 0.7048 | 0.6062 | 0.7048 | 0.8395 |
160
+ | No log | 2.2708 | 218 | 0.6161 | 0.6128 | 0.6161 | 0.7849 |
161
+ | No log | 2.2917 | 220 | 0.6281 | 0.5969 | 0.6281 | 0.7925 |
162
+ | No log | 2.3125 | 222 | 0.6288 | 0.5880 | 0.6288 | 0.7930 |
163
+ | No log | 2.3333 | 224 | 0.7002 | 0.5348 | 0.7002 | 0.8368 |
164
+ | No log | 2.3542 | 226 | 0.7378 | 0.5003 | 0.7378 | 0.8589 |
165
+ | No log | 2.375 | 228 | 0.6696 | 0.5192 | 0.6696 | 0.8183 |
166
+ | No log | 2.3958 | 230 | 0.6758 | 0.5123 | 0.6758 | 0.8221 |
167
+ | No log | 2.4167 | 232 | 0.7198 | 0.5576 | 0.7198 | 0.8484 |
168
+ | No log | 2.4375 | 234 | 0.6326 | 0.6322 | 0.6326 | 0.7954 |
169
+ | No log | 2.4583 | 236 | 0.5696 | 0.6419 | 0.5696 | 0.7547 |
170
+ | No log | 2.4792 | 238 | 0.6130 | 0.5996 | 0.6130 | 0.7829 |
171
+ | No log | 2.5 | 240 | 0.7865 | 0.4244 | 0.7865 | 0.8868 |
172
+ | No log | 2.5208 | 242 | 0.8245 | 0.3979 | 0.8245 | 0.9080 |
173
+ | No log | 2.5417 | 244 | 0.7583 | 0.5313 | 0.7583 | 0.8708 |
174
+ | No log | 2.5625 | 246 | 0.8144 | 0.5713 | 0.8144 | 0.9024 |
175
+ | No log | 2.5833 | 248 | 0.8734 | 0.5780 | 0.8734 | 0.9346 |
176
+ | No log | 2.6042 | 250 | 0.7716 | 0.6274 | 0.7716 | 0.8784 |
177
+ | No log | 2.625 | 252 | 0.6150 | 0.6194 | 0.6150 | 0.7842 |
178
+ | No log | 2.6458 | 254 | 0.6131 | 0.6371 | 0.6131 | 0.7830 |
179
+ | No log | 2.6667 | 256 | 0.7643 | 0.5305 | 0.7643 | 0.8743 |
180
+ | No log | 2.6875 | 258 | 0.8992 | 0.4301 | 0.8992 | 0.9483 |
181
+ | No log | 2.7083 | 260 | 0.8709 | 0.4186 | 0.8709 | 0.9332 |
182
+ | No log | 2.7292 | 262 | 0.7868 | 0.4485 | 0.7868 | 0.8870 |
183
+ | No log | 2.75 | 264 | 0.6983 | 0.5180 | 0.6983 | 0.8356 |
184
+ | No log | 2.7708 | 266 | 0.6130 | 0.6044 | 0.6130 | 0.7829 |
185
+ | No log | 2.7917 | 268 | 0.5623 | 0.6173 | 0.5623 | 0.7498 |
186
+ | No log | 2.8125 | 270 | 0.5644 | 0.6311 | 0.5644 | 0.7513 |
187
+ | No log | 2.8333 | 272 | 0.5548 | 0.6311 | 0.5548 | 0.7449 |
188
+ | No log | 2.8542 | 274 | 0.5475 | 0.6407 | 0.5475 | 0.7399 |
189
+ | No log | 2.875 | 276 | 0.5582 | 0.6107 | 0.5582 | 0.7471 |
190
+ | No log | 2.8958 | 278 | 0.5728 | 0.6230 | 0.5728 | 0.7568 |
191
+ | No log | 2.9167 | 280 | 0.5776 | 0.6569 | 0.5776 | 0.7600 |
192
+ | No log | 2.9375 | 282 | 0.5683 | 0.6219 | 0.5683 | 0.7538 |
193
+ | No log | 2.9583 | 284 | 0.5872 | 0.5988 | 0.5872 | 0.7663 |
194
+ | No log | 2.9792 | 286 | 0.5696 | 0.6456 | 0.5696 | 0.7547 |
195
+ | No log | 3.0 | 288 | 0.5708 | 0.6139 | 0.5708 | 0.7555 |
196
+ | No log | 3.0208 | 290 | 0.6329 | 0.5733 | 0.6329 | 0.7955 |
197
+ | No log | 3.0417 | 292 | 0.6498 | 0.5244 | 0.6498 | 0.8061 |
198
+ | No log | 3.0625 | 294 | 0.5818 | 0.5380 | 0.5818 | 0.7627 |
199
+ | No log | 3.0833 | 296 | 0.5656 | 0.5943 | 0.5656 | 0.7520 |
200
+ | No log | 3.1042 | 298 | 0.5891 | 0.5564 | 0.5891 | 0.7675 |
201
+ | No log | 3.125 | 300 | 0.6250 | 0.5758 | 0.6250 | 0.7906 |
202
+ | No log | 3.1458 | 302 | 0.6465 | 0.5217 | 0.6465 | 0.8041 |
203
+ | No log | 3.1667 | 304 | 0.6489 | 0.5195 | 0.6489 | 0.8055 |
204
+ | No log | 3.1875 | 306 | 0.7715 | 0.4829 | 0.7715 | 0.8784 |
205
+ | No log | 3.2083 | 308 | 0.8156 | 0.4444 | 0.8156 | 0.9031 |
206
+ | No log | 3.2292 | 310 | 0.6998 | 0.5637 | 0.6998 | 0.8365 |
207
+ | No log | 3.25 | 312 | 0.6644 | 0.5302 | 0.6644 | 0.8151 |
208
+ | No log | 3.2708 | 314 | 0.7176 | 0.5555 | 0.7176 | 0.8471 |
209
+ | No log | 3.2917 | 316 | 0.7167 | 0.5434 | 0.7167 | 0.8466 |
210
+ | No log | 3.3125 | 318 | 0.6657 | 0.5542 | 0.6657 | 0.8159 |
211
+ | No log | 3.3333 | 320 | 0.6326 | 0.5419 | 0.6326 | 0.7954 |
212
+ | No log | 3.3542 | 322 | 0.6207 | 0.6020 | 0.6207 | 0.7878 |
213
+ | No log | 3.375 | 324 | 0.6737 | 0.5637 | 0.6737 | 0.8208 |
214
+ | No log | 3.3958 | 326 | 0.7539 | 0.4815 | 0.7539 | 0.8683 |
215
+ | No log | 3.4167 | 328 | 0.6760 | 0.4862 | 0.6760 | 0.8222 |
216
+ | No log | 3.4375 | 330 | 0.6241 | 0.5550 | 0.6241 | 0.7900 |
217
+ | No log | 3.4583 | 332 | 0.6727 | 0.5464 | 0.6727 | 0.8202 |
218
+ | No log | 3.4792 | 334 | 0.6965 | 0.5588 | 0.6965 | 0.8345 |
219
+ | No log | 3.5 | 336 | 0.7334 | 0.4990 | 0.7334 | 0.8564 |
220
+ | No log | 3.5208 | 338 | 0.6644 | 0.5316 | 0.6644 | 0.8151 |
221
+ | No log | 3.5417 | 340 | 0.6191 | 0.5529 | 0.6191 | 0.7868 |
222
+ | No log | 3.5625 | 342 | 0.6195 | 0.5011 | 0.6195 | 0.7871 |
223
+ | No log | 3.5833 | 344 | 0.6848 | 0.4831 | 0.6848 | 0.8275 |
224
+ | No log | 3.6042 | 346 | 0.6779 | 0.4835 | 0.6779 | 0.8233 |
225
+ | No log | 3.625 | 348 | 0.6015 | 0.5515 | 0.6015 | 0.7756 |
226
+ | No log | 3.6458 | 350 | 0.5635 | 0.5943 | 0.5635 | 0.7507 |
227
+ | No log | 3.6667 | 352 | 0.5603 | 0.6173 | 0.5603 | 0.7485 |
228
+ | No log | 3.6875 | 354 | 0.5634 | 0.6269 | 0.5634 | 0.7506 |
229
+ | No log | 3.7083 | 356 | 0.6289 | 0.4847 | 0.6289 | 0.7930 |
230
+ | No log | 3.7292 | 358 | 0.7211 | 0.5320 | 0.7211 | 0.8492 |
231
+ | No log | 3.75 | 360 | 0.7216 | 0.4946 | 0.7216 | 0.8495 |
232
+ | No log | 3.7708 | 362 | 0.6564 | 0.5686 | 0.6564 | 0.8102 |
233
+ | No log | 3.7917 | 364 | 0.6154 | 0.6301 | 0.6154 | 0.7845 |
234
+ | No log | 3.8125 | 366 | 0.6210 | 0.5363 | 0.6210 | 0.7881 |
235
+ | No log | 3.8333 | 368 | 0.6009 | 0.5906 | 0.6009 | 0.7752 |
236
+ | No log | 3.8542 | 370 | 0.5856 | 0.5666 | 0.5856 | 0.7652 |
237
+ | No log | 3.875 | 372 | 0.5935 | 0.5784 | 0.5935 | 0.7704 |
238
+ | No log | 3.8958 | 374 | 0.6351 | 0.5572 | 0.6351 | 0.7969 |
239
+ | No log | 3.9167 | 376 | 0.6789 | 0.5181 | 0.6789 | 0.8239 |
240
+ | No log | 3.9375 | 378 | 0.6856 | 0.5192 | 0.6856 | 0.8280 |
241
+ | No log | 3.9583 | 380 | 0.6835 | 0.4958 | 0.6835 | 0.8267 |
242
+ | No log | 3.9792 | 382 | 0.6372 | 0.5380 | 0.6372 | 0.7983 |
243
+ | No log | 4.0 | 384 | 0.6289 | 0.6052 | 0.6289 | 0.7931 |
244
+ | No log | 4.0208 | 386 | 0.6306 | 0.5663 | 0.6306 | 0.7941 |
245
+ | No log | 4.0417 | 388 | 0.6514 | 0.5380 | 0.6514 | 0.8071 |
246
+ | No log | 4.0625 | 390 | 0.6447 | 0.5837 | 0.6447 | 0.8029 |
247
+ | No log | 4.0833 | 392 | 0.5957 | 0.6311 | 0.5957 | 0.7718 |
248
+ | No log | 4.1042 | 394 | 0.5853 | 0.6150 | 0.5853 | 0.7651 |
249
+ | No log | 4.125 | 396 | 0.5954 | 0.6052 | 0.5954 | 0.7716 |
250
+ | No log | 4.1458 | 398 | 0.6367 | 0.5593 | 0.6367 | 0.7979 |
251
+ | No log | 4.1667 | 400 | 0.6584 | 0.5593 | 0.6584 | 0.8114 |
252
+ | No log | 4.1875 | 402 | 0.6344 | 0.5003 | 0.6344 | 0.7965 |
253
+ | No log | 4.2083 | 404 | 0.6016 | 0.5784 | 0.6016 | 0.7756 |
254
+ | No log | 4.2292 | 406 | 0.5860 | 0.5918 | 0.5860 | 0.7655 |
255
+ | No log | 4.25 | 408 | 0.5825 | 0.5784 | 0.5825 | 0.7632 |
256
+ | No log | 4.2708 | 410 | 0.5941 | 0.5966 | 0.5941 | 0.7708 |
257
+ | No log | 4.2917 | 412 | 0.6148 | 0.6039 | 0.6148 | 0.7841 |
258
+ | No log | 4.3125 | 414 | 0.6028 | 0.6444 | 0.6028 | 0.7764 |
259
+ | No log | 4.3333 | 416 | 0.5832 | 0.5784 | 0.5832 | 0.7637 |
260
+ | No log | 4.3542 | 418 | 0.5915 | 0.6020 | 0.5915 | 0.7691 |
261
+ | No log | 4.375 | 420 | 0.6015 | 0.6020 | 0.6015 | 0.7755 |
262
+ | No log | 4.3958 | 422 | 0.6094 | 0.5889 | 0.6094 | 0.7806 |
263
+ | No log | 4.4167 | 424 | 0.6045 | 0.6008 | 0.6045 | 0.7775 |
264
+ | No log | 4.4375 | 426 | 0.6028 | 0.6062 | 0.6028 | 0.7764 |
265
+ | No log | 4.4583 | 428 | 0.5840 | 0.6824 | 0.5840 | 0.7642 |
266
+ | No log | 4.4792 | 430 | 0.5922 | 0.6451 | 0.5922 | 0.7696 |
267
+ | No log | 4.5 | 432 | 0.5876 | 0.6065 | 0.5876 | 0.7666 |
268
+ | No log | 4.5208 | 434 | 0.6256 | 0.6094 | 0.6256 | 0.7910 |
269
+ | No log | 4.5417 | 436 | 0.6798 | 0.5231 | 0.6798 | 0.8245 |
270
+ | No log | 4.5625 | 438 | 0.6799 | 0.5231 | 0.6799 | 0.8246 |
271
+ | No log | 4.5833 | 440 | 0.6465 | 0.5245 | 0.6465 | 0.8040 |
272
+ | No log | 4.6042 | 442 | 0.6537 | 0.5721 | 0.6537 | 0.8085 |
273
+ | No log | 4.625 | 444 | 0.6537 | 0.5698 | 0.6537 | 0.8085 |
274
+ | No log | 4.6458 | 446 | 0.6755 | 0.5333 | 0.6755 | 0.8219 |
275
+ | No log | 4.6667 | 448 | 0.7180 | 0.5709 | 0.7180 | 0.8473 |
276
+ | No log | 4.6875 | 450 | 0.6741 | 0.4862 | 0.6741 | 0.8210 |
277
+ | No log | 4.7083 | 452 | 0.6276 | 0.5640 | 0.6276 | 0.7922 |
278
+ | No log | 4.7292 | 454 | 0.6317 | 0.5640 | 0.6317 | 0.7948 |
279
+ | No log | 4.75 | 456 | 0.6356 | 0.5640 | 0.6356 | 0.7973 |
280
+ | No log | 4.7708 | 458 | 0.6261 | 0.5640 | 0.6261 | 0.7912 |
281
+ | No log | 4.7917 | 460 | 0.6303 | 0.5640 | 0.6303 | 0.7939 |
282
+ | No log | 4.8125 | 462 | 0.6442 | 0.5363 | 0.6442 | 0.8026 |
283
+ | No log | 4.8333 | 464 | 0.6281 | 0.5348 | 0.6281 | 0.7925 |
284
+ | No log | 4.8542 | 466 | 0.6010 | 0.6588 | 0.6010 | 0.7753 |
285
+ | No log | 4.875 | 468 | 0.6045 | 0.6122 | 0.6045 | 0.7775 |
286
+ | No log | 4.8958 | 470 | 0.6279 | 0.5763 | 0.6279 | 0.7924 |
287
+ | No log | 4.9167 | 472 | 0.6279 | 0.5975 | 0.6279 | 0.7924 |
288
+ | No log | 4.9375 | 474 | 0.5984 | 0.6018 | 0.5984 | 0.7736 |
289
+ | No log | 4.9583 | 476 | 0.6839 | 0.6028 | 0.6839 | 0.8270 |
290
+ | No log | 4.9792 | 478 | 0.7875 | 0.5246 | 0.7875 | 0.8874 |
291
+ | No log | 5.0 | 480 | 0.8078 | 0.4460 | 0.8078 | 0.8988 |
292
+ | No log | 5.0208 | 482 | 0.7508 | 0.5353 | 0.7508 | 0.8665 |
293
+ | No log | 5.0417 | 484 | 0.6581 | 0.4903 | 0.6581 | 0.8112 |
294
+ | No log | 5.0625 | 486 | 0.7242 | 0.5559 | 0.7242 | 0.8510 |
295
+ | No log | 5.0833 | 488 | 0.7773 | 0.5266 | 0.7773 | 0.8816 |
296
+ | No log | 5.1042 | 490 | 0.7356 | 0.5065 | 0.7356 | 0.8577 |
297
+ | No log | 5.125 | 492 | 0.6751 | 0.5712 | 0.6751 | 0.8216 |
298
+ | No log | 5.1458 | 494 | 0.6761 | 0.5650 | 0.6761 | 0.8223 |
299
+ | No log | 5.1667 | 496 | 0.7189 | 0.5876 | 0.7189 | 0.8479 |
300
+ | No log | 5.1875 | 498 | 0.6872 | 0.5894 | 0.6872 | 0.8290 |
301
+ | 0.4034 | 5.2083 | 500 | 0.6629 | 0.5316 | 0.6629 | 0.8142 |
302
+ | 0.4034 | 5.2292 | 502 | 0.6943 | 0.4608 | 0.6943 | 0.8332 |
303
+ | 0.4034 | 5.25 | 504 | 0.7294 | 0.4697 | 0.7294 | 0.8540 |
304
+ | 0.4034 | 5.2708 | 506 | 0.7290 | 0.4318 | 0.7290 | 0.8538 |
305
+ | 0.4034 | 5.2917 | 508 | 0.7295 | 0.5065 | 0.7295 | 0.8541 |
306
+ | 0.4034 | 5.3125 | 510 | 0.7170 | 0.5446 | 0.7170 | 0.8467 |
307
+ | 0.4034 | 5.3333 | 512 | 0.6524 | 0.5394 | 0.6524 | 0.8077 |
308
+ | 0.4034 | 5.3542 | 514 | 0.6460 | 0.5394 | 0.6460 | 0.8038 |
309
+ | 0.4034 | 5.375 | 516 | 0.6651 | 0.5259 | 0.6651 | 0.8156 |
310
+ | 0.4034 | 5.3958 | 518 | 0.6760 | 0.5259 | 0.6760 | 0.8222 |
311
+ | 0.4034 | 5.4167 | 520 | 0.6981 | 0.4473 | 0.6981 | 0.8355 |
312
+ | 0.4034 | 5.4375 | 522 | 0.7297 | 0.4473 | 0.7297 | 0.8543 |
313
+ | 0.4034 | 5.4583 | 524 | 0.7129 | 0.4473 | 0.7129 | 0.8443 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions