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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k17_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k16_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k16_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.2029
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- - Qwk: 0.1314
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- - Mse: 1.2029
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- - Rmse: 1.0968
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  ## Model description
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@@ -49,276 +49,261 @@ 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 | 0.0435 | 2 | 4.5392 | -0.0132 | 4.5392 | 2.1305 |
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- | No log | 0.0870 | 4 | 2.6144 | 0.0025 | 2.6144 | 1.6169 |
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- | No log | 0.1304 | 6 | 2.0477 | -0.0634 | 2.0477 | 1.4310 |
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- | No log | 0.1739 | 8 | 2.4964 | -0.0777 | 2.4964 | 1.5800 |
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- | No log | 0.2174 | 10 | 1.6546 | 0.0596 | 1.6546 | 1.2863 |
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- | No log | 0.2609 | 12 | 1.2478 | 0.1990 | 1.2478 | 1.1170 |
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- | No log | 0.3043 | 14 | 1.2637 | -0.0010 | 1.2637 | 1.1241 |
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- | No log | 0.3478 | 16 | 1.3075 | -0.0114 | 1.3075 | 1.1435 |
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- | No log | 0.3913 | 18 | 1.1879 | 0.2180 | 1.1879 | 1.0899 |
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- | No log | 0.4348 | 20 | 1.0978 | 0.3307 | 1.0978 | 1.0478 |
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- | No log | 0.4783 | 22 | 1.2352 | 0.1106 | 1.2352 | 1.1114 |
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- | No log | 0.5217 | 24 | 1.7188 | 0.1277 | 1.7188 | 1.3110 |
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- | No log | 0.5652 | 26 | 1.6947 | 0.1827 | 1.6947 | 1.3018 |
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- | No log | 0.6087 | 28 | 1.4720 | 0.1604 | 1.4720 | 1.2133 |
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- | No log | 0.6522 | 30 | 1.2747 | 0.1168 | 1.2747 | 1.1290 |
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- | No log | 0.6957 | 32 | 1.2740 | 0.1904 | 1.2740 | 1.1287 |
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- | No log | 0.7391 | 34 | 1.3932 | 0.1016 | 1.3932 | 1.1803 |
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- | No log | 0.7826 | 36 | 1.5722 | 0.0723 | 1.5722 | 1.2539 |
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- | No log | 0.8261 | 38 | 1.6145 | 0.0084 | 1.6145 | 1.2706 |
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- | No log | 0.8696 | 40 | 1.5704 | 0.0084 | 1.5704 | 1.2531 |
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- | No log | 0.9130 | 42 | 1.5551 | 0.0084 | 1.5551 | 1.2470 |
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- | No log | 0.9565 | 44 | 1.4364 | 0.0488 | 1.4364 | 1.1985 |
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- | No log | 1.0 | 46 | 1.2242 | 0.3135 | 1.2242 | 1.1065 |
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- | No log | 1.0435 | 48 | 1.1501 | 0.2678 | 1.1501 | 1.0724 |
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- | No log | 1.0870 | 50 | 1.2350 | 0.0918 | 1.2350 | 1.1113 |
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- | No log | 1.1304 | 52 | 1.2402 | 0.1080 | 1.2402 | 1.1136 |
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- | No log | 1.1739 | 54 | 1.2115 | 0.2188 | 1.2115 | 1.1007 |
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- | No log | 1.2174 | 56 | 1.2436 | 0.2188 | 1.2436 | 1.1152 |
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- | No log | 1.2609 | 58 | 1.2801 | 0.2188 | 1.2801 | 1.1314 |
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- | No log | 1.3043 | 60 | 1.3568 | 0.1246 | 1.3568 | 1.1648 |
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- | No log | 1.3478 | 62 | 1.3834 | 0.1085 | 1.3834 | 1.1762 |
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- | No log | 1.3913 | 64 | 1.3154 | 0.2123 | 1.3154 | 1.1469 |
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- | No log | 1.4348 | 66 | 1.2935 | 0.2310 | 1.2935 | 1.1373 |
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- | No log | 1.4783 | 68 | 1.3649 | 0.1251 | 1.3649 | 1.1683 |
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- | No log | 1.5217 | 70 | 1.5057 | 0.1499 | 1.5057 | 1.2271 |
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- | No log | 1.5652 | 72 | 1.5638 | 0.1499 | 1.5638 | 1.2505 |
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- | No log | 1.6087 | 74 | 1.3761 | 0.2695 | 1.3761 | 1.1731 |
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- | No log | 1.6522 | 76 | 1.2028 | 0.2831 | 1.2028 | 1.0967 |
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- | No log | 1.6957 | 78 | 1.1560 | 0.2318 | 1.1560 | 1.0752 |
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- | No log | 1.7391 | 80 | 1.2434 | 0.3478 | 1.2434 | 1.1151 |
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- | No log | 1.7826 | 82 | 1.2869 | 0.3227 | 1.2869 | 1.1344 |
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- | No log | 1.8261 | 84 | 1.4592 | 0.2378 | 1.4592 | 1.2080 |
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- | No log | 1.8696 | 86 | 1.2396 | 0.4078 | 1.2396 | 1.1134 |
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- | No log | 1.9130 | 88 | 1.1017 | 0.4841 | 1.1017 | 1.0496 |
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- | No log | 1.9565 | 90 | 1.1531 | 0.4716 | 1.1531 | 1.0738 |
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- | No log | 2.0 | 92 | 1.6415 | 0.1373 | 1.6415 | 1.2812 |
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- | No log | 2.0435 | 94 | 2.0876 | 0.0091 | 2.0876 | 1.4449 |
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- | No log | 2.0870 | 96 | 2.0196 | 0.0608 | 2.0196 | 1.4211 |
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- | No log | 2.1304 | 98 | 1.5143 | 0.1087 | 1.5143 | 1.2306 |
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- | No log | 2.1739 | 100 | 1.0257 | 0.3144 | 1.0257 | 1.0128 |
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- | No log | 2.2174 | 102 | 0.8991 | 0.4002 | 0.8991 | 0.9482 |
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- | No log | 2.2609 | 104 | 0.9778 | 0.3389 | 0.9778 | 0.9888 |
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- | No log | 2.3043 | 106 | 1.2039 | 0.1404 | 1.2039 | 1.0972 |
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- | No log | 2.3478 | 108 | 1.4502 | 0.2373 | 1.4502 | 1.2043 |
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- | No log | 2.3913 | 110 | 1.4162 | 0.2445 | 1.4162 | 1.1901 |
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- | No log | 2.4348 | 112 | 1.2399 | 0.2213 | 1.2399 | 1.1135 |
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- | No log | 2.4783 | 114 | 1.0548 | 0.2619 | 1.0548 | 1.0270 |
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- | No log | 2.5217 | 116 | 1.0567 | 0.3657 | 1.0567 | 1.0279 |
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- | No log | 2.5652 | 118 | 1.2290 | 0.4075 | 1.2290 | 1.1086 |
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- | No log | 2.6087 | 120 | 1.4256 | 0.4050 | 1.4256 | 1.1940 |
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- | No log | 2.6522 | 122 | 1.6953 | 0.1672 | 1.6953 | 1.3020 |
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- | No log | 2.6957 | 124 | 1.6456 | 0.1885 | 1.6456 | 1.2828 |
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- | No log | 2.7391 | 126 | 1.2541 | 0.4112 | 1.2541 | 1.1199 |
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- | No log | 2.7826 | 128 | 1.1299 | 0.4803 | 1.1299 | 1.0630 |
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- | No log | 2.8261 | 130 | 1.1623 | 0.4487 | 1.1623 | 1.0781 |
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- | No log | 2.8696 | 132 | 1.2953 | 0.3926 | 1.2953 | 1.1381 |
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- | No log | 2.9130 | 134 | 1.1062 | 0.3540 | 1.1062 | 1.0518 |
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- | No log | 2.9565 | 136 | 0.9814 | 0.2782 | 0.9814 | 0.9906 |
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- | No log | 3.0 | 138 | 0.9605 | 0.3122 | 0.9605 | 0.9801 |
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- | No log | 3.0435 | 140 | 0.9383 | 0.3122 | 0.9383 | 0.9686 |
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- | No log | 3.0870 | 142 | 0.9192 | 0.3463 | 0.9192 | 0.9588 |
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- | No log | 3.1304 | 144 | 0.9387 | 0.3069 | 0.9387 | 0.9689 |
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- | No log | 3.1739 | 146 | 0.9361 | 0.2997 | 0.9361 | 0.9675 |
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- | No log | 3.2174 | 148 | 0.9828 | 0.3492 | 0.9828 | 0.9913 |
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- | No log | 3.2609 | 150 | 1.1013 | 0.3528 | 1.1013 | 1.0494 |
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- | No log | 3.3043 | 152 | 1.2506 | 0.2870 | 1.2506 | 1.1183 |
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- | No log | 3.3478 | 154 | 1.3671 | 0.2544 | 1.3671 | 1.1692 |
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- | No log | 3.3913 | 156 | 1.6325 | 0.2632 | 1.6325 | 1.2777 |
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- | No log | 3.4348 | 158 | 1.6641 | 0.2574 | 1.6641 | 1.2900 |
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- | No log | 3.4783 | 160 | 1.6063 | 0.1704 | 1.6063 | 1.2674 |
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- | No log | 3.5217 | 162 | 1.4259 | 0.1698 | 1.4259 | 1.1941 |
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- | No log | 3.5652 | 164 | 1.1820 | 0.2015 | 1.1820 | 1.0872 |
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- | No log | 3.6087 | 166 | 1.1163 | 0.2432 | 1.1163 | 1.0565 |
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- | No log | 3.6522 | 168 | 1.1632 | 0.2313 | 1.1632 | 1.0785 |
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- | No log | 3.6957 | 170 | 1.4729 | 0.2512 | 1.4729 | 1.2136 |
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- | No log | 3.7391 | 172 | 1.7130 | 0.1149 | 1.7130 | 1.3088 |
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- | No log | 3.7826 | 174 | 1.7283 | 0.0841 | 1.7283 | 1.3147 |
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- | No log | 3.8261 | 176 | 1.6825 | 0.1961 | 1.6825 | 1.2971 |
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- | No log | 3.8696 | 178 | 1.5250 | 0.2789 | 1.5250 | 1.2349 |
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- | No log | 3.9130 | 180 | 1.2832 | 0.3136 | 1.2832 | 1.1328 |
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- | No log | 3.9565 | 182 | 1.2906 | 0.2634 | 1.2906 | 1.1360 |
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- | No log | 4.0 | 184 | 1.3170 | 0.2527 | 1.3170 | 1.1476 |
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- | No log | 4.0435 | 186 | 1.4300 | 0.3025 | 1.4300 | 1.1958 |
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- | No log | 4.0870 | 188 | 1.4174 | 0.2617 | 1.4174 | 1.1906 |
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- | No log | 4.1304 | 190 | 1.2390 | 0.2864 | 1.2390 | 1.1131 |
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- | No log | 4.1739 | 192 | 1.0971 | 0.2236 | 1.0971 | 1.0474 |
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- | No log | 4.2174 | 194 | 1.1667 | 0.2864 | 1.1667 | 1.0801 |
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- | No log | 4.2609 | 196 | 1.3769 | 0.2252 | 1.3769 | 1.1734 |
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- | No log | 4.3043 | 198 | 1.4032 | 0.1935 | 1.4032 | 1.1846 |
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- | No log | 4.3478 | 200 | 1.3006 | 0.1345 | 1.3006 | 1.1404 |
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- | No log | 4.3913 | 202 | 1.2641 | 0.2570 | 1.2641 | 1.1243 |
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- | No log | 4.4348 | 204 | 1.1539 | 0.1952 | 1.1539 | 1.0742 |
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- | No log | 4.4783 | 206 | 1.0315 | 0.2446 | 1.0315 | 1.0156 |
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- | No log | 4.5217 | 208 | 0.9838 | 0.2574 | 0.9838 | 0.9918 |
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- | No log | 4.5652 | 210 | 1.1298 | 0.3398 | 1.1298 | 1.0629 |
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- | No log | 4.6087 | 212 | 1.4697 | 0.3302 | 1.4697 | 1.2123 |
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- | No log | 4.6522 | 214 | 1.6553 | 0.2217 | 1.6553 | 1.2866 |
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- | No log | 4.6957 | 216 | 1.5817 | 0.1051 | 1.5817 | 1.2576 |
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- | No log | 4.7391 | 218 | 1.3477 | 0.1031 | 1.3477 | 1.1609 |
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- | No log | 4.7826 | 220 | 1.1472 | 0.1219 | 1.1472 | 1.0711 |
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- | No log | 4.8261 | 222 | 1.0066 | 0.2761 | 1.0066 | 1.0033 |
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- | No log | 4.8696 | 224 | 0.9602 | 0.3271 | 0.9602 | 0.9799 |
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- | No log | 4.9130 | 226 | 0.9673 | 0.2871 | 0.9673 | 0.9835 |
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- | No log | 4.9565 | 228 | 1.0336 | 0.3584 | 1.0336 | 1.0167 |
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- | No log | 5.0 | 230 | 1.3019 | 0.2701 | 1.3019 | 1.1410 |
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- | No log | 5.0435 | 232 | 1.5647 | 0.3371 | 1.5647 | 1.2509 |
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- | No log | 5.0870 | 234 | 1.5615 | 0.3572 | 1.5615 | 1.2496 |
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- | No log | 5.1304 | 236 | 1.2731 | 0.2903 | 1.2731 | 1.1283 |
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- | No log | 5.1739 | 238 | 1.0604 | 0.3394 | 1.0604 | 1.0298 |
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- | No log | 5.2174 | 240 | 1.0277 | 0.3572 | 1.0277 | 1.0138 |
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- | No log | 5.2609 | 242 | 1.0332 | 0.3572 | 1.0332 | 1.0165 |
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- | No log | 5.3043 | 244 | 1.0896 | 0.3182 | 1.0896 | 1.0439 |
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- | No log | 5.3478 | 246 | 1.1936 | 0.2664 | 1.1936 | 1.0925 |
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- | No log | 5.3913 | 248 | 1.3544 | 0.2632 | 1.3544 | 1.1638 |
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- | No log | 5.4348 | 250 | 1.3202 | 0.1886 | 1.3202 | 1.1490 |
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- | No log | 5.4783 | 252 | 1.1636 | 0.2131 | 1.1636 | 1.0787 |
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- | No log | 5.5217 | 254 | 1.0955 | 0.2927 | 1.0955 | 1.0467 |
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- | No log | 5.5652 | 256 | 1.0594 | 0.3217 | 1.0594 | 1.0293 |
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- | No log | 5.6087 | 258 | 1.1166 | 0.2743 | 1.1166 | 1.0567 |
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- | No log | 5.6522 | 260 | 1.3774 | 0.2009 | 1.3774 | 1.1736 |
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- | No log | 5.6957 | 262 | 1.5096 | 0.3173 | 1.5096 | 1.2287 |
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- | No log | 5.7391 | 264 | 1.4655 | 0.3157 | 1.4655 | 1.2106 |
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- | No log | 5.7826 | 266 | 1.3159 | 0.2359 | 1.3159 | 1.1471 |
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- | No log | 5.8261 | 268 | 1.1554 | 0.2743 | 1.1554 | 1.0749 |
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- | No log | 5.8696 | 270 | 1.1776 | 0.2367 | 1.1776 | 1.0852 |
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- | No log | 5.9130 | 272 | 1.2518 | 0.1935 | 1.2518 | 1.1188 |
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- | No log | 5.9565 | 274 | 1.2169 | 0.1935 | 1.2169 | 1.1032 |
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- | No log | 6.0 | 276 | 1.1153 | 0.2402 | 1.1153 | 1.0561 |
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- | No log | 6.0435 | 278 | 1.1287 | 0.2475 | 1.1287 | 1.0624 |
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- | No log | 6.0870 | 280 | 1.2534 | 0.2617 | 1.2534 | 1.1195 |
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- | No log | 6.1304 | 282 | 1.4693 | 0.2632 | 1.4693 | 1.2121 |
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- | No log | 6.1739 | 284 | 1.6402 | 0.3219 | 1.6402 | 1.2807 |
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- | No log | 6.2174 | 286 | 1.5983 | 0.3383 | 1.5983 | 1.2642 |
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- | No log | 6.2609 | 288 | 1.3257 | 0.2903 | 1.3257 | 1.1514 |
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- | No log | 6.3043 | 290 | 1.1478 | 0.3438 | 1.1478 | 1.0714 |
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- | No log | 6.3478 | 292 | 1.0507 | 0.2998 | 1.0507 | 1.0250 |
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- | No log | 6.3913 | 294 | 1.1047 | 0.2930 | 1.1047 | 1.0510 |
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- | No log | 6.4348 | 296 | 1.2789 | 0.2586 | 1.2789 | 1.1309 |
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- | No log | 6.4783 | 298 | 1.3120 | 0.2173 | 1.3120 | 1.1454 |
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- | No log | 6.5217 | 300 | 1.2591 | 0.1745 | 1.2591 | 1.1221 |
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- | No log | 6.5652 | 302 | 1.1680 | 0.1538 | 1.1680 | 1.0808 |
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- | No log | 6.6087 | 304 | 1.1659 | 0.1538 | 1.1659 | 1.0797 |
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- | No log | 6.6522 | 306 | 1.1209 | 0.1696 | 1.1209 | 1.0587 |
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- | No log | 6.6957 | 308 | 1.2066 | 0.1637 | 1.2066 | 1.0985 |
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- | No log | 6.7391 | 310 | 1.2638 | 0.1440 | 1.2638 | 1.1242 |
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- | No log | 6.7826 | 312 | 1.3769 | 0.1345 | 1.3769 | 1.1734 |
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- | No log | 6.8261 | 314 | 1.3734 | 0.1345 | 1.3734 | 1.1719 |
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- | No log | 6.8696 | 316 | 1.2693 | 0.1031 | 1.2693 | 1.1266 |
210
- | No log | 6.9130 | 318 | 1.1633 | 0.1440 | 1.1633 | 1.0786 |
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- | No log | 6.9565 | 320 | 1.0853 | 0.1853 | 1.0853 | 1.0418 |
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- | No log | 7.0 | 322 | 1.1152 | 0.1596 | 1.1152 | 1.0560 |
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- | No log | 7.0435 | 324 | 1.1855 | 0.1889 | 1.1855 | 1.0888 |
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- | No log | 7.0870 | 326 | 1.2450 | 0.2213 | 1.2450 | 1.1158 |
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- | No log | 7.1304 | 328 | 1.2107 | 0.2512 | 1.2107 | 1.1003 |
216
- | No log | 7.1739 | 330 | 1.0909 | 0.3046 | 1.0909 | 1.0445 |
217
- | No log | 7.2174 | 332 | 1.0593 | 0.2857 | 1.0593 | 1.0292 |
218
- | No log | 7.2609 | 334 | 1.1187 | 0.2602 | 1.1187 | 1.0577 |
219
- | No log | 7.3043 | 336 | 1.2518 | 0.2512 | 1.2518 | 1.1189 |
220
- | No log | 7.3478 | 338 | 1.3570 | 0.2815 | 1.3570 | 1.1649 |
221
- | No log | 7.3913 | 340 | 1.2896 | 0.2512 | 1.2896 | 1.1356 |
222
- | No log | 7.4348 | 342 | 1.0702 | 0.2250 | 1.0702 | 1.0345 |
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- | No log | 7.4783 | 344 | 1.0311 | 0.2417 | 1.0311 | 1.0154 |
224
- | No log | 7.5217 | 346 | 1.1570 | 0.2348 | 1.1570 | 1.0757 |
225
- | No log | 7.5652 | 348 | 1.2662 | 0.2586 | 1.2662 | 1.1253 |
226
- | No log | 7.6087 | 350 | 1.3178 | 0.2479 | 1.3178 | 1.1480 |
227
- | No log | 7.6522 | 352 | 1.2701 | 0.2317 | 1.2701 | 1.1270 |
228
- | No log | 7.6957 | 354 | 1.2136 | 0.2278 | 1.2136 | 1.1016 |
229
- | No log | 7.7391 | 356 | 1.0983 | 0.2046 | 1.0983 | 1.0480 |
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- | No log | 7.7826 | 358 | 0.9794 | 0.2219 | 0.9794 | 0.9896 |
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- | No log | 7.8261 | 360 | 0.9578 | 0.2219 | 0.9578 | 0.9787 |
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- | No log | 7.8696 | 362 | 1.0577 | 0.2884 | 1.0577 | 1.0284 |
233
- | No log | 7.9130 | 364 | 1.2212 | 0.2725 | 1.2212 | 1.1051 |
234
- | No log | 7.9565 | 366 | 1.2612 | 0.2586 | 1.2612 | 1.1230 |
235
- | No log | 8.0 | 368 | 1.1840 | 0.1896 | 1.1840 | 1.0881 |
236
- | No log | 8.0435 | 370 | 1.1137 | 0.2108 | 1.1137 | 1.0553 |
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- | No log | 8.0870 | 372 | 1.1028 | 0.1417 | 1.1028 | 1.0502 |
238
- | No log | 8.1304 | 374 | 1.1177 | 0.1076 | 1.1177 | 1.0572 |
239
- | No log | 8.1739 | 376 | 1.1774 | 0.1440 | 1.1774 | 1.0851 |
240
- | No log | 8.2174 | 378 | 1.1361 | 0.2195 | 1.1361 | 1.0659 |
241
- | No log | 8.2609 | 380 | 1.0240 | 0.2650 | 1.0240 | 1.0119 |
242
- | No log | 8.3043 | 382 | 0.8850 | 0.3217 | 0.8850 | 0.9408 |
243
- | No log | 8.3478 | 384 | 0.8449 | 0.4665 | 0.8449 | 0.9192 |
244
- | No log | 8.3913 | 386 | 0.8725 | 0.3753 | 0.8725 | 0.9341 |
245
- | No log | 8.4348 | 388 | 0.9889 | 0.2654 | 0.9889 | 0.9944 |
246
- | No log | 8.4783 | 390 | 1.2072 | 0.2330 | 1.2072 | 1.0987 |
247
- | No log | 8.5217 | 392 | 1.3014 | 0.2956 | 1.3014 | 1.1408 |
248
- | No log | 8.5652 | 394 | 1.3158 | 0.2678 | 1.3158 | 1.1471 |
249
- | No log | 8.6087 | 396 | 1.2944 | 0.1889 | 1.2944 | 1.1377 |
250
- | No log | 8.6522 | 398 | 1.2360 | 0.2046 | 1.2360 | 1.1117 |
251
- | No log | 8.6957 | 400 | 1.1788 | 0.1379 | 1.1788 | 1.0857 |
252
- | No log | 8.7391 | 402 | 1.1893 | 0.1379 | 1.1893 | 1.0905 |
253
- | No log | 8.7826 | 404 | 1.1982 | 0.1185 | 1.1982 | 1.0946 |
254
- | No log | 8.8261 | 406 | 1.2300 | 0.1500 | 1.2300 | 1.1091 |
255
- | No log | 8.8696 | 408 | 1.2433 | 0.2184 | 1.2433 | 1.1151 |
256
- | No log | 8.9130 | 410 | 1.2045 | 0.3115 | 1.2045 | 1.0975 |
257
- | No log | 8.9565 | 412 | 1.2186 | 0.3115 | 1.2186 | 1.1039 |
258
- | No log | 9.0 | 414 | 1.1260 | 0.2978 | 1.1260 | 1.0611 |
259
- | No log | 9.0435 | 416 | 1.0312 | 0.1808 | 1.0312 | 1.0155 |
260
- | No log | 9.0870 | 418 | 1.0507 | 0.1808 | 1.0507 | 1.0250 |
261
- | No log | 9.1304 | 420 | 1.1099 | 0.1903 | 1.1099 | 1.0535 |
262
- | No log | 9.1739 | 422 | 1.1134 | 0.1903 | 1.1134 | 1.0552 |
263
- | No log | 9.2174 | 424 | 1.1689 | 0.1750 | 1.1689 | 1.0811 |
264
- | No log | 9.2609 | 426 | 1.2286 | 0.2586 | 1.2286 | 1.1084 |
265
- | No log | 9.3043 | 428 | 1.2082 | 0.1440 | 1.2082 | 1.0992 |
266
- | No log | 9.3478 | 430 | 1.1264 | 0.1952 | 1.1264 | 1.0613 |
267
- | No log | 9.3913 | 432 | 1.0672 | 0.1417 | 1.0672 | 1.0331 |
268
- | No log | 9.4348 | 434 | 1.0777 | 0.1417 | 1.0777 | 1.0381 |
269
- | No log | 9.4783 | 436 | 1.1117 | 0.1750 | 1.1117 | 1.0544 |
270
- | No log | 9.5217 | 438 | 1.1291 | 0.2439 | 1.1291 | 1.0626 |
271
- | No log | 9.5652 | 440 | 1.1076 | 0.2439 | 1.1076 | 1.0524 |
272
- | No log | 9.6087 | 442 | 1.0772 | 0.2439 | 1.0772 | 1.0379 |
273
- | No log | 9.6522 | 444 | 1.1110 | 0.2439 | 1.1110 | 1.0541 |
274
- | No log | 9.6957 | 446 | 1.1072 | 0.1846 | 1.1072 | 1.0522 |
275
- | No log | 9.7391 | 448 | 1.0584 | 0.1480 | 1.0584 | 1.0288 |
276
- | No log | 9.7826 | 450 | 1.0355 | 0.1645 | 1.0355 | 1.0176 |
277
- | No log | 9.8261 | 452 | 1.0844 | 0.1750 | 1.0844 | 1.0413 |
278
- | No log | 9.8696 | 454 | 1.2107 | 0.2553 | 1.2107 | 1.1003 |
279
- | No log | 9.9130 | 456 | 1.2892 | 0.2707 | 1.2892 | 1.1354 |
280
- | No log | 9.9565 | 458 | 1.2531 | 0.3433 | 1.2531 | 1.1194 |
281
- | No log | 10.0 | 460 | 1.0939 | 0.2837 | 1.0939 | 1.0459 |
282
- | No log | 10.0435 | 462 | 1.0292 | 0.3023 | 1.0292 | 1.0145 |
283
- | No log | 10.0870 | 464 | 1.0794 | 0.2291 | 1.0794 | 1.0389 |
284
- | No log | 10.1304 | 466 | 1.1702 | 0.1991 | 1.1702 | 1.0818 |
285
- | No log | 10.1739 | 468 | 1.2384 | 0.1592 | 1.2384 | 1.1128 |
286
- | No log | 10.2174 | 470 | 1.2424 | 0.1031 | 1.2424 | 1.1146 |
287
- | No log | 10.2609 | 472 | 1.2259 | 0.0454 | 1.2259 | 1.1072 |
288
- | No log | 10.3043 | 474 | 1.2069 | 0.0904 | 1.2069 | 1.0986 |
289
- | No log | 10.3478 | 476 | 1.1624 | 0.1316 | 1.1624 | 1.0782 |
290
- | No log | 10.3913 | 478 | 1.2126 | 0.1991 | 1.2126 | 1.1012 |
291
- | No log | 10.4348 | 480 | 1.2176 | 0.2278 | 1.2176 | 1.1034 |
292
- | No log | 10.4783 | 482 | 1.3145 | 0.2870 | 1.3145 | 1.1465 |
293
- | No log | 10.5217 | 484 | 1.3001 | 0.2870 | 1.3001 | 1.1402 |
294
- | No log | 10.5652 | 486 | 1.3289 | 0.3332 | 1.3289 | 1.1528 |
295
- | No log | 10.6087 | 488 | 1.2368 | 0.2725 | 1.2368 | 1.1121 |
296
- | No log | 10.6522 | 490 | 1.1117 | 0.1541 | 1.1117 | 1.0544 |
297
- | No log | 10.6957 | 492 | 1.0247 | 0.1649 | 1.0247 | 1.0123 |
298
- | No log | 10.7391 | 494 | 1.0233 | 0.1649 | 1.0233 | 1.0116 |
299
- | No log | 10.7826 | 496 | 1.0247 | 0.1649 | 1.0247 | 1.0123 |
300
- | No log | 10.8261 | 498 | 1.0879 | 0.1585 | 1.0879 | 1.0430 |
301
- | 0.397 | 10.8696 | 500 | 1.2421 | 0.1316 | 1.2421 | 1.1145 |
302
- | 0.397 | 10.9130 | 502 | 1.3193 | 0.2195 | 1.3193 | 1.1486 |
303
- | 0.397 | 10.9565 | 504 | 1.3265 | 0.1316 | 1.3265 | 1.1517 |
304
- | 0.397 | 11.0 | 506 | 1.3356 | 0.1316 | 1.3356 | 1.1557 |
305
- | 0.397 | 11.0435 | 508 | 1.3610 | 0.0887 | 1.3610 | 1.1666 |
306
- | 0.397 | 11.0870 | 510 | 1.3867 | 0.0887 | 1.3867 | 1.1776 |
307
- | 0.397 | 11.1304 | 512 | 1.3798 | 0.1497 | 1.3798 | 1.1746 |
308
- | 0.397 | 11.1739 | 514 | 1.3254 | 0.0798 | 1.3254 | 1.1513 |
309
- | 0.397 | 11.2174 | 516 | 1.2646 | 0.0541 | 1.2646 | 1.1245 |
310
- | 0.397 | 11.2609 | 518 | 1.2185 | 0.0541 | 1.2185 | 1.1038 |
311
- | 0.397 | 11.3043 | 520 | 1.1613 | 0.1479 | 1.1613 | 1.0776 |
312
- | 0.397 | 11.3478 | 522 | 1.1411 | 0.1541 | 1.1411 | 1.0682 |
313
- | 0.397 | 11.3913 | 524 | 1.1351 | 0.1853 | 1.1351 | 1.0654 |
314
- | 0.397 | 11.4348 | 526 | 1.1924 | 0.1696 | 1.1924 | 1.0920 |
315
- | 0.397 | 11.4783 | 528 | 1.2822 | 0.2519 | 1.2822 | 1.1324 |
316
- | 0.397 | 11.5217 | 530 | 1.3609 | 0.2173 | 1.3609 | 1.1666 |
317
- | 0.397 | 11.5652 | 532 | 1.3422 | 0.1126 | 1.3422 | 1.1585 |
318
- | 0.397 | 11.6087 | 534 | 1.3196 | 0.0098 | 1.3196 | 1.1487 |
319
- | 0.397 | 11.6522 | 536 | 1.2945 | 0.0454 | 1.2945 | 1.1378 |
320
- | 0.397 | 11.6957 | 538 | 1.2651 | 0.0454 | 1.2651 | 1.1248 |
321
- | 0.397 | 11.7391 | 540 | 1.2029 | 0.1314 | 1.2029 | 1.0968 |
322
 
323
 
324
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k17_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k17_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.2617
19
+ - Qwk: 0.2097
20
+ - Mse: 1.2617
21
+ - Rmse: 1.1233
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0408 | 2 | 4.7017 | 0.0042 | 4.7017 | 2.1683 |
53
+ | No log | 0.0816 | 4 | 2.8824 | -0.0519 | 2.8824 | 1.6978 |
54
+ | No log | 0.1224 | 6 | 1.9469 | 0.0749 | 1.9469 | 1.3953 |
55
+ | No log | 0.1633 | 8 | 1.5525 | 0.0372 | 1.5525 | 1.2460 |
56
+ | No log | 0.2041 | 10 | 1.3767 | 0.0610 | 1.3767 | 1.1733 |
57
+ | No log | 0.2449 | 12 | 1.3049 | 0.1437 | 1.3049 | 1.1423 |
58
+ | No log | 0.2857 | 14 | 1.3996 | 0.0362 | 1.3996 | 1.1830 |
59
+ | No log | 0.3265 | 16 | 1.6257 | 0.0317 | 1.6257 | 1.2750 |
60
+ | No log | 0.3673 | 18 | 1.7006 | 0.0 | 1.7006 | 1.3041 |
61
+ | No log | 0.4082 | 20 | 1.5162 | 0.0317 | 1.5162 | 1.2313 |
62
+ | No log | 0.4490 | 22 | 1.3128 | 0.0104 | 1.3128 | 1.1458 |
63
+ | No log | 0.4898 | 24 | 1.1863 | 0.1995 | 1.1863 | 1.0892 |
64
+ | No log | 0.5306 | 26 | 1.2184 | 0.0628 | 1.2184 | 1.1038 |
65
+ | No log | 0.5714 | 28 | 1.2259 | 0.0741 | 1.2259 | 1.1072 |
66
+ | No log | 0.6122 | 30 | 1.2755 | 0.1791 | 1.2755 | 1.1294 |
67
+ | No log | 0.6531 | 32 | 1.4401 | 0.0254 | 1.4401 | 1.2001 |
68
+ | No log | 0.6939 | 34 | 1.4013 | 0.0169 | 1.4013 | 1.1838 |
69
+ | No log | 0.7347 | 36 | 1.4128 | 0.0403 | 1.4128 | 1.1886 |
70
+ | No log | 0.7755 | 38 | 1.3240 | 0.0449 | 1.3240 | 1.1507 |
71
+ | No log | 0.8163 | 40 | 1.2825 | 0.1288 | 1.2825 | 1.1325 |
72
+ | No log | 0.8571 | 42 | 1.2477 | 0.0952 | 1.2476 | 1.1170 |
73
+ | No log | 0.8980 | 44 | 1.2423 | 0.0573 | 1.2423 | 1.1146 |
74
+ | No log | 0.9388 | 46 | 1.1937 | 0.1144 | 1.1937 | 1.0926 |
75
+ | No log | 0.9796 | 48 | 1.2469 | 0.0454 | 1.2469 | 1.1166 |
76
+ | No log | 1.0204 | 50 | 1.2204 | 0.0454 | 1.2204 | 1.1047 |
77
+ | No log | 1.0612 | 52 | 1.1873 | 0.1632 | 1.1873 | 1.0896 |
78
+ | No log | 1.1020 | 54 | 1.3156 | 0.0362 | 1.3156 | 1.1470 |
79
+ | No log | 1.1429 | 56 | 1.5859 | 0.0317 | 1.5859 | 1.2593 |
80
+ | No log | 1.1837 | 58 | 1.5362 | 0.0317 | 1.5362 | 1.2394 |
81
+ | No log | 1.2245 | 60 | 1.3450 | 0.0426 | 1.3450 | 1.1597 |
82
+ | No log | 1.2653 | 62 | 1.2522 | 0.1753 | 1.2522 | 1.1190 |
83
+ | No log | 1.3061 | 64 | 1.1942 | 0.2360 | 1.1942 | 1.0928 |
84
+ | No log | 1.3469 | 66 | 1.1778 | 0.1444 | 1.1778 | 1.0853 |
85
+ | No log | 1.3878 | 68 | 1.2066 | 0.1214 | 1.2066 | 1.0985 |
86
+ | No log | 1.4286 | 70 | 1.1795 | 0.1504 | 1.1795 | 1.0861 |
87
+ | No log | 1.4694 | 72 | 1.1682 | 0.1814 | 1.1682 | 1.0808 |
88
+ | No log | 1.5102 | 74 | 1.1139 | 0.2132 | 1.1139 | 1.0554 |
89
+ | No log | 1.5510 | 76 | 1.1126 | 0.3427 | 1.1126 | 1.0548 |
90
+ | No log | 1.5918 | 78 | 1.1326 | 0.2417 | 1.1326 | 1.0643 |
91
+ | No log | 1.6327 | 80 | 1.0988 | 0.3502 | 1.0988 | 1.0483 |
92
+ | No log | 1.6735 | 82 | 1.0800 | 0.2025 | 1.0800 | 1.0392 |
93
+ | No log | 1.7143 | 84 | 1.0357 | 0.4039 | 1.0357 | 1.0177 |
94
+ | No log | 1.7551 | 86 | 0.9950 | 0.3463 | 0.9950 | 0.9975 |
95
+ | No log | 1.7959 | 88 | 0.9969 | 0.2947 | 0.9969 | 0.9984 |
96
+ | No log | 1.8367 | 90 | 1.0521 | 0.2409 | 1.0521 | 1.0257 |
97
+ | No log | 1.8776 | 92 | 1.1286 | 0.2056 | 1.1286 | 1.0624 |
98
+ | No log | 1.9184 | 94 | 1.1776 | 0.1903 | 1.1776 | 1.0852 |
99
+ | No log | 1.9592 | 96 | 1.2441 | 0.1611 | 1.2441 | 1.1154 |
100
+ | No log | 2.0 | 98 | 1.2146 | 0.1517 | 1.2146 | 1.1021 |
101
+ | No log | 2.0408 | 100 | 1.1371 | 0.2525 | 1.1371 | 1.0663 |
102
+ | No log | 2.0816 | 102 | 1.1781 | 0.1997 | 1.1781 | 1.0854 |
103
+ | No log | 2.1224 | 104 | 1.1327 | 0.2381 | 1.1327 | 1.0643 |
104
+ | No log | 2.1633 | 106 | 1.0367 | 0.3042 | 1.0367 | 1.0182 |
105
+ | No log | 2.2041 | 108 | 1.0282 | 0.3565 | 1.0282 | 1.0140 |
106
+ | No log | 2.2449 | 110 | 1.0682 | 0.2015 | 1.0682 | 1.0335 |
107
+ | No log | 2.2857 | 112 | 1.2783 | 0.3347 | 1.2783 | 1.1306 |
108
+ | No log | 2.3265 | 114 | 1.5494 | 0.2797 | 1.5494 | 1.2447 |
109
+ | No log | 2.3673 | 116 | 1.5319 | 0.2471 | 1.5319 | 1.2377 |
110
+ | No log | 2.4082 | 118 | 1.3354 | 0.3738 | 1.3354 | 1.1556 |
111
+ | No log | 2.4490 | 120 | 1.1922 | 0.3317 | 1.1922 | 1.0919 |
112
+ | No log | 2.4898 | 122 | 1.0635 | 0.3113 | 1.0635 | 1.0313 |
113
+ | No log | 2.5306 | 124 | 1.0580 | 0.2933 | 1.0580 | 1.0286 |
114
+ | No log | 2.5714 | 126 | 1.1831 | 0.3658 | 1.1831 | 1.0877 |
115
+ | No log | 2.6122 | 128 | 1.4778 | 0.3311 | 1.4778 | 1.2156 |
116
+ | No log | 2.6531 | 130 | 1.6250 | 0.2545 | 1.6250 | 1.2748 |
117
+ | No log | 2.6939 | 132 | 1.5104 | 0.3118 | 1.5104 | 1.2290 |
118
+ | No log | 2.7347 | 134 | 1.3627 | 0.3375 | 1.3627 | 1.1673 |
119
+ | No log | 2.7755 | 136 | 1.4661 | 0.3331 | 1.4661 | 1.2108 |
120
+ | No log | 2.8163 | 138 | 1.4523 | 0.3449 | 1.4523 | 1.2051 |
121
+ | No log | 2.8571 | 140 | 1.4589 | 0.3229 | 1.4589 | 1.2079 |
122
+ | No log | 2.8980 | 142 | 1.3706 | 0.3185 | 1.3706 | 1.1707 |
123
+ | No log | 2.9388 | 144 | 1.3575 | 0.3228 | 1.3575 | 1.1651 |
124
+ | No log | 2.9796 | 146 | 1.5072 | 0.3110 | 1.5072 | 1.2277 |
125
+ | No log | 3.0204 | 148 | 1.7746 | 0.2731 | 1.7746 | 1.3321 |
126
+ | No log | 3.0612 | 150 | 1.7490 | 0.2731 | 1.7490 | 1.3225 |
127
+ | No log | 3.1020 | 152 | 1.4442 | 0.2925 | 1.4442 | 1.2017 |
128
+ | No log | 3.1429 | 154 | 1.1881 | 0.3398 | 1.1881 | 1.0900 |
129
+ | No log | 3.1837 | 156 | 1.2320 | 0.3192 | 1.2320 | 1.1100 |
130
+ | No log | 3.2245 | 158 | 1.4469 | 0.3118 | 1.4469 | 1.2029 |
131
+ | No log | 3.2653 | 160 | 1.7231 | 0.3009 | 1.7231 | 1.3127 |
132
+ | No log | 3.3061 | 162 | 1.7126 | 0.2689 | 1.7126 | 1.3087 |
133
+ | No log | 3.3469 | 164 | 1.5643 | 0.3132 | 1.5643 | 1.2507 |
134
+ | No log | 3.3878 | 166 | 1.3715 | 0.3641 | 1.3715 | 1.1711 |
135
+ | No log | 3.4286 | 168 | 1.3396 | 0.2716 | 1.3396 | 1.1574 |
136
+ | No log | 3.4694 | 170 | 1.5363 | 0.3118 | 1.5363 | 1.2395 |
137
+ | No log | 3.5102 | 172 | 1.8852 | 0.1753 | 1.8852 | 1.3730 |
138
+ | No log | 3.5510 | 174 | 1.8502 | 0.2038 | 1.8502 | 1.3602 |
139
+ | No log | 3.5918 | 176 | 1.5904 | 0.2419 | 1.5904 | 1.2611 |
140
+ | No log | 3.6327 | 178 | 1.4727 | 0.2006 | 1.4727 | 1.2136 |
141
+ | No log | 3.6735 | 180 | 1.5742 | 0.2210 | 1.5742 | 1.2547 |
142
+ | No log | 3.7143 | 182 | 1.6909 | 0.2471 | 1.6909 | 1.3003 |
143
+ | No log | 3.7551 | 184 | 1.5777 | 0.2229 | 1.5777 | 1.2561 |
144
+ | No log | 3.7959 | 186 | 1.3492 | 0.2384 | 1.3492 | 1.1616 |
145
+ | No log | 3.8367 | 188 | 1.2973 | 0.2223 | 1.2973 | 1.1390 |
146
+ | No log | 3.8776 | 190 | 1.3748 | 0.2503 | 1.3748 | 1.1725 |
147
+ | No log | 3.9184 | 192 | 1.4261 | 0.2503 | 1.4261 | 1.1942 |
148
+ | No log | 3.9592 | 194 | 1.3818 | 0.2503 | 1.3818 | 1.1755 |
149
+ | No log | 4.0 | 196 | 1.2534 | 0.2978 | 1.2534 | 1.1195 |
150
+ | No log | 4.0408 | 198 | 1.2837 | 0.2889 | 1.2837 | 1.1330 |
151
+ | No log | 4.0816 | 200 | 1.4773 | 0.2985 | 1.4773 | 1.2154 |
152
+ | No log | 4.1224 | 202 | 1.6113 | 0.2597 | 1.6113 | 1.2694 |
153
+ | No log | 4.1633 | 204 | 1.5714 | 0.2391 | 1.5714 | 1.2536 |
154
+ | No log | 4.2041 | 206 | 1.3742 | 0.3087 | 1.3742 | 1.1723 |
155
+ | No log | 4.2449 | 208 | 1.3649 | 0.2620 | 1.3649 | 1.1683 |
156
+ | No log | 4.2857 | 210 | 1.2941 | 0.2503 | 1.2941 | 1.1376 |
157
+ | No log | 4.3265 | 212 | 1.2685 | 0.2090 | 1.2685 | 1.1263 |
158
+ | No log | 4.3673 | 214 | 1.1963 | 0.2552 | 1.1963 | 1.0938 |
159
+ | No log | 4.4082 | 216 | 1.2557 | 0.2084 | 1.2557 | 1.1206 |
160
+ | No log | 4.4490 | 218 | 1.4470 | 0.2701 | 1.4470 | 1.2029 |
161
+ | No log | 4.4898 | 220 | 1.7237 | 0.2564 | 1.7237 | 1.3129 |
162
+ | No log | 4.5306 | 222 | 1.7940 | 0.2141 | 1.7940 | 1.3394 |
163
+ | No log | 4.5714 | 224 | 1.7491 | 0.2141 | 1.7491 | 1.3225 |
164
+ | No log | 4.6122 | 226 | 1.6817 | 0.2419 | 1.6817 | 1.2968 |
165
+ | No log | 4.6531 | 228 | 1.4911 | 0.2140 | 1.4911 | 1.2211 |
166
+ | No log | 4.6939 | 230 | 1.4330 | 0.2560 | 1.4330 | 1.1971 |
167
+ | No log | 4.7347 | 232 | 1.4478 | 0.2862 | 1.4478 | 1.2032 |
168
+ | No log | 4.7755 | 234 | 1.4330 | 0.3576 | 1.4330 | 1.1971 |
169
+ | No log | 4.8163 | 236 | 1.6199 | 0.3008 | 1.6199 | 1.2727 |
170
+ | No log | 4.8571 | 238 | 1.7765 | 0.2568 | 1.7765 | 1.3328 |
171
+ | No log | 4.8980 | 240 | 1.7364 | 0.3025 | 1.7364 | 1.3177 |
172
+ | No log | 4.9388 | 242 | 1.4324 | 0.3269 | 1.4324 | 1.1968 |
173
+ | No log | 4.9796 | 244 | 1.2201 | 0.2914 | 1.2201 | 1.1046 |
174
+ | No log | 5.0204 | 246 | 1.2167 | 0.2826 | 1.2167 | 1.1030 |
175
+ | No log | 5.0612 | 248 | 1.3556 | 0.2726 | 1.3556 | 1.1643 |
176
+ | No log | 5.1020 | 250 | 1.5004 | 0.2895 | 1.5004 | 1.2249 |
177
+ | No log | 5.1429 | 252 | 1.4354 | 0.2606 | 1.4354 | 1.1981 |
178
+ | No log | 5.1837 | 254 | 1.2630 | 0.2494 | 1.2630 | 1.1238 |
179
+ | No log | 5.2245 | 256 | 1.1849 | 0.2586 | 1.1849 | 1.0885 |
180
+ | No log | 5.2653 | 258 | 1.2278 | 0.2542 | 1.2278 | 1.1081 |
181
+ | No log | 5.3061 | 260 | 1.4014 | 0.2701 | 1.4014 | 1.1838 |
182
+ | No log | 5.3469 | 262 | 1.5465 | 0.2391 | 1.5465 | 1.2436 |
183
+ | No log | 5.3878 | 264 | 1.4975 | 0.2608 | 1.4975 | 1.2237 |
184
+ | No log | 5.4286 | 266 | 1.3281 | 0.2981 | 1.3281 | 1.1524 |
185
+ | No log | 5.4694 | 268 | 1.2422 | 0.1635 | 1.2422 | 1.1145 |
186
+ | No log | 5.5102 | 270 | 1.2376 | 0.1337 | 1.2376 | 1.1125 |
187
+ | No log | 5.5510 | 272 | 1.2993 | 0.2889 | 1.2993 | 1.1399 |
188
+ | No log | 5.5918 | 274 | 1.4988 | 0.3026 | 1.4988 | 1.2243 |
189
+ | No log | 5.6327 | 276 | 1.5856 | 0.2731 | 1.5856 | 1.2592 |
190
+ | No log | 5.6735 | 278 | 1.5946 | 0.2954 | 1.5946 | 1.2628 |
191
+ | No log | 5.7143 | 280 | 1.3916 | 0.3067 | 1.3915 | 1.1796 |
192
+ | No log | 5.7551 | 282 | 1.3469 | 0.2807 | 1.3469 | 1.1606 |
193
+ | No log | 5.7959 | 284 | 1.3123 | 0.2956 | 1.3123 | 1.1456 |
194
+ | No log | 5.8367 | 286 | 1.3308 | 0.2956 | 1.3308 | 1.1536 |
195
+ | No log | 5.8776 | 288 | 1.3101 | 0.2696 | 1.3101 | 1.1446 |
196
+ | No log | 5.9184 | 290 | 1.2358 | 0.2051 | 1.2358 | 1.1117 |
197
+ | No log | 5.9592 | 292 | 1.1664 | 0.1214 | 1.1664 | 1.0800 |
198
+ | No log | 6.0 | 294 | 1.1922 | 0.2780 | 1.1922 | 1.0919 |
199
+ | No log | 6.0408 | 296 | 1.3409 | 0.3243 | 1.3409 | 1.1580 |
200
+ | No log | 6.0816 | 298 | 1.4747 | 0.3512 | 1.4747 | 1.2144 |
201
+ | No log | 6.1224 | 300 | 1.3913 | 0.3087 | 1.3913 | 1.1795 |
202
+ | No log | 6.1633 | 302 | 1.2977 | 0.3115 | 1.2977 | 1.1391 |
203
+ | No log | 6.2041 | 304 | 1.1880 | 0.2927 | 1.1880 | 1.0899 |
204
+ | No log | 6.2449 | 306 | 1.1765 | 0.2927 | 1.1765 | 1.0846 |
205
+ | No log | 6.2857 | 308 | 1.2827 | 0.3387 | 1.2827 | 1.1326 |
206
+ | No log | 6.3265 | 310 | 1.3927 | 0.3723 | 1.3927 | 1.1801 |
207
+ | No log | 6.3673 | 312 | 1.3413 | 0.3723 | 1.3413 | 1.1581 |
208
+ | No log | 6.4082 | 314 | 1.2757 | 0.4239 | 1.2757 | 1.1295 |
209
+ | No log | 6.4490 | 316 | 1.1665 | 0.2837 | 1.1665 | 1.0800 |
210
+ | No log | 6.4898 | 318 | 1.0514 | 0.2009 | 1.0514 | 1.0254 |
211
+ | No log | 6.5306 | 320 | 0.9968 | 0.2076 | 0.9968 | 0.9984 |
212
+ | No log | 6.5714 | 322 | 1.0205 | 0.2175 | 1.0205 | 1.0102 |
213
+ | No log | 6.6122 | 324 | 1.1525 | 0.2809 | 1.1525 | 1.0735 |
214
+ | No log | 6.6531 | 326 | 1.2993 | 0.3584 | 1.2993 | 1.1399 |
215
+ | No log | 6.6939 | 328 | 1.4424 | 0.3222 | 1.4424 | 1.2010 |
216
+ | No log | 6.7347 | 330 | 1.4706 | 0.3431 | 1.4706 | 1.2127 |
217
+ | No log | 6.7755 | 332 | 1.4299 | 0.3605 | 1.4299 | 1.1958 |
218
+ | No log | 6.8163 | 334 | 1.3078 | 0.3475 | 1.3078 | 1.1436 |
219
+ | No log | 6.8571 | 336 | 1.2584 | 0.3601 | 1.2584 | 1.1218 |
220
+ | No log | 6.8980 | 338 | 1.3017 | 0.3475 | 1.3017 | 1.1409 |
221
+ | No log | 6.9388 | 340 | 1.3898 | 0.3222 | 1.3898 | 1.1789 |
222
+ | No log | 6.9796 | 342 | 1.3552 | 0.3188 | 1.3552 | 1.1641 |
223
+ | No log | 7.0204 | 344 | 1.2198 | 0.3094 | 1.2198 | 1.1045 |
224
+ | No log | 7.0612 | 346 | 1.1134 | 0.2060 | 1.1134 | 1.0552 |
225
+ | No log | 7.1020 | 348 | 1.1724 | 0.0797 | 1.1724 | 1.0828 |
226
+ | No log | 7.1429 | 350 | 1.1934 | 0.0704 | 1.1934 | 1.0924 |
227
+ | No log | 7.1837 | 352 | 1.1605 | 0.0460 | 1.1605 | 1.0773 |
228
+ | No log | 7.2245 | 354 | 1.2078 | 0.2439 | 1.2078 | 1.0990 |
229
+ | No log | 7.2653 | 356 | 1.3608 | 0.3113 | 1.3608 | 1.1665 |
230
+ | No log | 7.3061 | 358 | 1.4612 | 0.2964 | 1.4612 | 1.2088 |
231
+ | No log | 7.3469 | 360 | 1.4505 | 0.2964 | 1.4505 | 1.2044 |
232
+ | No log | 7.3878 | 362 | 1.3783 | 0.2941 | 1.3783 | 1.1740 |
233
+ | No log | 7.4286 | 364 | 1.3148 | 0.3348 | 1.3148 | 1.1466 |
234
+ | No log | 7.4694 | 366 | 1.1855 | 0.2978 | 1.1855 | 1.0888 |
235
+ | No log | 7.5102 | 368 | 1.1054 | 0.2791 | 1.1054 | 1.0514 |
236
+ | No log | 7.5510 | 370 | 1.1176 | 0.2978 | 1.1176 | 1.0572 |
237
+ | No log | 7.5918 | 372 | 1.2100 | 0.3814 | 1.2100 | 1.1000 |
238
+ | No log | 7.6327 | 374 | 1.3430 | 0.3188 | 1.3430 | 1.1589 |
239
+ | No log | 7.6735 | 376 | 1.3233 | 0.3584 | 1.3233 | 1.1504 |
240
+ | No log | 7.7143 | 378 | 1.1815 | 0.3225 | 1.1815 | 1.0870 |
241
+ | No log | 7.7551 | 380 | 1.0438 | 0.2152 | 1.0438 | 1.0216 |
242
+ | No log | 7.7959 | 382 | 1.0116 | 0.1717 | 1.0116 | 1.0058 |
243
+ | No log | 7.8367 | 384 | 1.0422 | 0.2110 | 1.0422 | 1.0209 |
244
+ | No log | 7.8776 | 386 | 1.1429 | 0.3212 | 1.1429 | 1.0690 |
245
+ | No log | 7.9184 | 388 | 1.3756 | 0.3188 | 1.3756 | 1.1728 |
246
+ | No log | 7.9592 | 390 | 1.5696 | 0.3132 | 1.5696 | 1.2529 |
247
+ | No log | 8.0 | 392 | 1.5323 | 0.3099 | 1.5323 | 1.2379 |
248
+ | No log | 8.0408 | 394 | 1.3186 | 0.3087 | 1.3186 | 1.1483 |
249
+ | No log | 8.0816 | 396 | 1.1727 | 0.25 | 1.1727 | 1.0829 |
250
+ | No log | 8.1224 | 398 | 1.1525 | 0.1853 | 1.1525 | 1.0735 |
251
+ | No log | 8.1633 | 400 | 1.2054 | 0.2809 | 1.2054 | 1.0979 |
252
+ | No log | 8.2041 | 402 | 1.3789 | 0.2985 | 1.3789 | 1.1743 |
253
+ | No log | 8.2449 | 404 | 1.4778 | 0.3006 | 1.4778 | 1.2156 |
254
+ | No log | 8.2857 | 406 | 1.4004 | 0.3006 | 1.4004 | 1.1834 |
255
+ | No log | 8.3265 | 408 | 1.2188 | 0.2772 | 1.2188 | 1.1040 |
256
+ | No log | 8.3673 | 410 | 1.1770 | 0.2743 | 1.1770 | 1.0849 |
257
+ | No log | 8.4082 | 412 | 1.2503 | 0.2851 | 1.2503 | 1.1181 |
258
+ | No log | 8.4490 | 414 | 1.3995 | 0.3143 | 1.3995 | 1.1830 |
259
+ | No log | 8.4898 | 416 | 1.4454 | 0.3545 | 1.4454 | 1.2022 |
260
+ | No log | 8.5306 | 418 | 1.5044 | 0.3829 | 1.5044 | 1.2266 |
261
+ | No log | 8.5714 | 420 | 1.4113 | 0.3125 | 1.4113 | 1.1880 |
262
+ | No log | 8.6122 | 422 | 1.2556 | 0.2664 | 1.2556 | 1.1205 |
263
+ | No log | 8.6531 | 424 | 1.1426 | 0.2291 | 1.1426 | 1.0689 |
264
+ | No log | 8.6939 | 426 | 1.1166 | 0.1343 | 1.1166 | 1.0567 |
265
+ | No log | 8.7347 | 428 | 1.1385 | 0.1214 | 1.1385 | 1.0670 |
266
+ | No log | 8.7755 | 430 | 1.2070 | 0.2250 | 1.2070 | 1.0986 |
267
+ | No log | 8.8163 | 432 | 1.2607 | 0.2291 | 1.2607 | 1.1228 |
268
+ | No log | 8.8571 | 434 | 1.2538 | 0.2250 | 1.2538 | 1.1197 |
269
+ | No log | 8.8980 | 436 | 1.2366 | 0.2250 | 1.2366 | 1.1120 |
270
+ | No log | 8.9388 | 438 | 1.2280 | 0.2152 | 1.2280 | 1.1082 |
271
+ | No log | 8.9796 | 440 | 1.2105 | 0.2506 | 1.2105 | 1.1002 |
272
+ | No log | 9.0204 | 442 | 1.2352 | 0.2304 | 1.2352 | 1.1114 |
273
+ | No log | 9.0612 | 444 | 1.3068 | 0.2132 | 1.3068 | 1.1432 |
274
+ | No log | 9.1020 | 446 | 1.4357 | 0.3106 | 1.4357 | 1.1982 |
275
+ | No log | 9.1429 | 448 | 1.4941 | 0.2985 | 1.4941 | 1.2223 |
276
+ | No log | 9.1837 | 450 | 1.3925 | 0.2619 | 1.3925 | 1.1800 |
277
+ | No log | 9.2245 | 452 | 1.2581 | 0.1850 | 1.2581 | 1.1216 |
278
+ | No log | 9.2653 | 454 | 1.2000 | 0.2152 | 1.2000 | 1.0954 |
279
+ | No log | 9.3061 | 456 | 1.1560 | 0.1853 | 1.1560 | 1.0752 |
280
+ | No log | 9.3469 | 458 | 1.1457 | 0.1541 | 1.1457 | 1.0704 |
281
+ | No log | 9.3878 | 460 | 1.1711 | 0.2250 | 1.1711 | 1.0822 |
282
+ | No log | 9.4286 | 462 | 1.2541 | 0.2291 | 1.2541 | 1.1199 |
283
+ | No log | 9.4694 | 464 | 1.3183 | 0.1703 | 1.3183 | 1.1482 |
284
+ | No log | 9.5102 | 466 | 1.2909 | 0.1850 | 1.2909 | 1.1362 |
285
+ | No log | 9.5510 | 468 | 1.2002 | 0.1952 | 1.2002 | 1.0955 |
286
+ | No log | 9.5918 | 470 | 1.1639 | 0.1214 | 1.1639 | 1.0788 |
287
+ | No log | 9.6327 | 472 | 1.1660 | 0.1406 | 1.1660 | 1.0798 |
288
+ | No log | 9.6735 | 474 | 1.1915 | 0.2056 | 1.1915 | 1.0916 |
289
+ | No log | 9.7143 | 476 | 1.2902 | 0.1850 | 1.2902 | 1.1359 |
290
+ | No log | 9.7551 | 478 | 1.4923 | 0.3125 | 1.4923 | 1.2216 |
291
+ | No log | 9.7959 | 480 | 1.5777 | 0.2798 | 1.5777 | 1.2561 |
292
+ | No log | 9.8367 | 482 | 1.5114 | 0.3125 | 1.5114 | 1.2294 |
293
+ | No log | 9.8776 | 484 | 1.4250 | 0.2857 | 1.4250 | 1.1937 |
294
+ | No log | 9.9184 | 486 | 1.2850 | 0.1850 | 1.2850 | 1.1336 |
295
+ | No log | 9.9592 | 488 | 1.1842 | 0.1905 | 1.1842 | 1.0882 |
296
+ | No log | 10.0 | 490 | 1.1432 | 0.1048 | 1.1432 | 1.0692 |
297
+ | No log | 10.0408 | 492 | 1.1355 | 0.1016 | 1.1355 | 1.0656 |
298
+ | No log | 10.0816 | 494 | 1.1315 | 0.1722 | 1.1315 | 1.0637 |
299
+ | No log | 10.1224 | 496 | 1.1814 | 0.1903 | 1.1814 | 1.0869 |
300
+ | No log | 10.1633 | 498 | 1.3141 | 0.3047 | 1.3141 | 1.1463 |
301
+ | 0.3944 | 10.2041 | 500 | 1.4134 | 0.3125 | 1.4134 | 1.1889 |
302
+ | 0.3944 | 10.2449 | 502 | 1.3978 | 0.3125 | 1.3978 | 1.1823 |
303
+ | 0.3944 | 10.2857 | 504 | 1.3264 | 0.2337 | 1.3264 | 1.1517 |
304
+ | 0.3944 | 10.3265 | 506 | 1.2375 | 0.2141 | 1.2375 | 1.1124 |
305
+ | 0.3944 | 10.3673 | 508 | 1.2247 | 0.2250 | 1.2247 | 1.1067 |
306
+ | 0.3944 | 10.4082 | 510 | 1.2617 | 0.2097 | 1.2617 | 1.1233 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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308
 
309
  ### Framework versions