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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task1_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_task1_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_task1_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: 1.7207
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- - Qwk: 0.3165
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- - Mse: 1.7207
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- - Rmse: 1.3118
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  ## Model description
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@@ -49,276 +49,536 @@ 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 | 0.0769 | 2 | 6.7951 | -0.0057 | 6.7951 | 2.6067 |
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- | No log | 0.1538 | 4 | 4.4769 | 0.0433 | 4.4769 | 2.1159 |
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- | No log | 0.2308 | 6 | 3.7117 | -0.0426 | 3.7117 | 1.9266 |
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- | No log | 0.3077 | 8 | 4.1086 | -0.0928 | 4.1086 | 2.0270 |
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- | No log | 0.3846 | 10 | 4.4629 | -0.0531 | 4.4629 | 2.1126 |
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- | No log | 0.4615 | 12 | 2.8130 | 0.0145 | 2.8130 | 1.6772 |
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- | No log | 0.5385 | 14 | 1.8421 | 0.1538 | 1.8421 | 1.3572 |
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- | No log | 0.6154 | 16 | 1.8548 | 0.0784 | 1.8548 | 1.3619 |
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- | No log | 0.6923 | 18 | 1.9939 | 0.0962 | 1.9939 | 1.4121 |
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- | No log | 0.7692 | 20 | 2.1927 | -0.0348 | 2.1927 | 1.4808 |
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- | No log | 0.8462 | 22 | 2.4397 | -0.1168 | 2.4397 | 1.5620 |
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- | No log | 0.9231 | 24 | 2.3850 | -0.0876 | 2.3850 | 1.5443 |
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- | No log | 1.0 | 26 | 2.2329 | -0.0645 | 2.2329 | 1.4943 |
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- | No log | 1.0769 | 28 | 2.2449 | -0.0159 | 2.2449 | 1.4983 |
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- | No log | 1.1538 | 30 | 2.2631 | 0.0 | 2.2631 | 1.5044 |
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- | No log | 1.2308 | 32 | 2.1780 | 0.1345 | 2.1780 | 1.4758 |
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- | No log | 1.3077 | 34 | 2.0550 | 0.2124 | 2.0550 | 1.4335 |
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- | No log | 1.3846 | 36 | 1.9927 | 0.1835 | 1.9927 | 1.4116 |
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- | No log | 1.4615 | 38 | 1.9631 | 0.1835 | 1.9631 | 1.4011 |
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- | No log | 1.5385 | 40 | 1.8847 | 0.2182 | 1.8847 | 1.3728 |
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- | No log | 1.6154 | 42 | 1.8011 | 0.2679 | 1.8011 | 1.3421 |
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- | No log | 1.6923 | 44 | 1.7112 | 0.2385 | 1.7112 | 1.3081 |
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- | No log | 1.7692 | 46 | 1.6358 | 0.2037 | 1.6358 | 1.2790 |
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- | No log | 1.8462 | 48 | 1.5937 | 0.1667 | 1.5937 | 1.2624 |
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- | No log | 1.9231 | 50 | 1.5798 | 0.1667 | 1.5798 | 1.2569 |
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- | No log | 2.0 | 52 | 1.4956 | 0.2202 | 1.4956 | 1.2229 |
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- | No log | 2.0769 | 54 | 1.4556 | 0.3063 | 1.4556 | 1.2065 |
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- | No log | 2.1538 | 56 | 1.4596 | 0.2655 | 1.4596 | 1.2081 |
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- | No log | 2.2308 | 58 | 1.4205 | 0.2759 | 1.4205 | 1.1919 |
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- | No log | 2.3077 | 60 | 1.3573 | 0.3025 | 1.3573 | 1.1650 |
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- | No log | 2.3846 | 62 | 1.3763 | 0.3248 | 1.3763 | 1.1732 |
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- | No log | 2.4615 | 64 | 1.8621 | 0.1636 | 1.8621 | 1.3646 |
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- | No log | 2.5385 | 66 | 1.9653 | 0.1468 | 1.9653 | 1.4019 |
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- | No log | 2.6154 | 68 | 1.7682 | 0.1468 | 1.7682 | 1.3298 |
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- | No log | 2.6923 | 70 | 1.4049 | 0.2609 | 1.4049 | 1.1853 |
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- | No log | 2.7692 | 72 | 1.4162 | 0.3740 | 1.4162 | 1.1900 |
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- | No log | 2.8462 | 74 | 1.4159 | 0.3740 | 1.4159 | 1.1899 |
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- | No log | 2.9231 | 76 | 1.3215 | 0.3761 | 1.3215 | 1.1496 |
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- | No log | 3.0 | 78 | 1.4685 | 0.1154 | 1.4685 | 1.2118 |
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- | No log | 3.0769 | 80 | 1.7251 | 0.1869 | 1.7251 | 1.3134 |
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- | No log | 3.1538 | 82 | 1.7651 | 0.2727 | 1.7651 | 1.3286 |
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- | No log | 3.2308 | 84 | 1.5141 | 0.2703 | 1.5141 | 1.2305 |
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- | No log | 3.3077 | 86 | 1.3037 | 0.3186 | 1.3037 | 1.1418 |
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- | No log | 3.3846 | 88 | 1.3035 | 0.3158 | 1.3035 | 1.1417 |
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- | No log | 3.4615 | 90 | 1.3707 | 0.3478 | 1.3707 | 1.1708 |
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- | No log | 3.5385 | 92 | 1.6799 | 0.2906 | 1.6799 | 1.2961 |
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- | No log | 3.6154 | 94 | 2.0216 | 0.1345 | 2.0216 | 1.4218 |
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- | No log | 3.6923 | 96 | 2.1826 | 0.0 | 2.1826 | 1.4774 |
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- | No log | 3.7692 | 98 | 1.9777 | 0.1789 | 1.9777 | 1.4063 |
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- | No log | 3.8462 | 100 | 1.6970 | 0.2720 | 1.6970 | 1.3027 |
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- | No log | 3.9231 | 102 | 1.4959 | 0.3548 | 1.4959 | 1.2231 |
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- | No log | 4.0 | 104 | 1.5232 | 0.3651 | 1.5232 | 1.2342 |
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- | No log | 4.0769 | 106 | 1.7344 | 0.2985 | 1.7344 | 1.3170 |
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- | No log | 4.1538 | 108 | 1.7573 | 0.2963 | 1.7573 | 1.3256 |
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- | No log | 4.2308 | 110 | 1.6000 | 0.3704 | 1.6000 | 1.2649 |
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- | No log | 4.3077 | 112 | 1.2842 | 0.4806 | 1.2842 | 1.1332 |
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- | No log | 4.3846 | 114 | 1.1684 | 0.4839 | 1.1684 | 1.0809 |
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- | No log | 4.4615 | 116 | 1.1575 | 0.496 | 1.1575 | 1.0759 |
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- | No log | 4.5385 | 118 | 1.3023 | 0.4923 | 1.3023 | 1.1412 |
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- | No log | 4.6154 | 120 | 1.5338 | 0.4030 | 1.5338 | 1.2385 |
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- | No log | 4.6923 | 122 | 1.5960 | 0.3704 | 1.5960 | 1.2633 |
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- | No log | 4.7692 | 124 | 1.5824 | 0.4 | 1.5824 | 1.2579 |
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- | No log | 4.8462 | 126 | 1.5952 | 0.3622 | 1.5952 | 1.2630 |
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- | No log | 4.9231 | 128 | 1.5358 | 0.4 | 1.5358 | 1.2393 |
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- | No log | 5.0 | 130 | 1.4859 | 0.3833 | 1.4859 | 1.2190 |
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- | No log | 5.0769 | 132 | 1.5338 | 0.3710 | 1.5338 | 1.2385 |
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- | No log | 5.1538 | 134 | 1.7542 | 0.2647 | 1.7542 | 1.3245 |
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- | No log | 5.2308 | 136 | 2.0207 | 0.2143 | 2.0207 | 1.4215 |
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- | No log | 5.3077 | 138 | 2.0904 | 0.2143 | 2.0904 | 1.4458 |
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- | No log | 5.3846 | 140 | 1.9275 | 0.2429 | 1.9275 | 1.3884 |
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- | No log | 5.4615 | 142 | 1.6620 | 0.352 | 1.6620 | 1.2892 |
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- | No log | 5.5385 | 144 | 1.4107 | 0.2632 | 1.4107 | 1.1877 |
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- | No log | 5.6154 | 146 | 1.4169 | 0.2301 | 1.4169 | 1.1903 |
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- | No log | 5.6923 | 148 | 1.4008 | 0.2957 | 1.4008 | 1.1835 |
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- | No log | 5.7692 | 150 | 1.5245 | 0.3390 | 1.5245 | 1.2347 |
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- | No log | 5.8462 | 152 | 1.8064 | 0.1832 | 1.8064 | 1.3440 |
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- | No log | 5.9231 | 154 | 1.9459 | 0.1818 | 1.9459 | 1.3949 |
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- | No log | 6.0 | 156 | 1.9912 | 0.1955 | 1.9912 | 1.4111 |
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- | No log | 6.0769 | 158 | 1.9502 | 0.1778 | 1.9502 | 1.3965 |
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- | No log | 6.1538 | 160 | 1.8532 | 0.2074 | 1.8532 | 1.3613 |
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- | No log | 6.2308 | 162 | 1.8072 | 0.2687 | 1.8072 | 1.3443 |
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- | No log | 6.3077 | 164 | 1.8532 | 0.2353 | 1.8532 | 1.3613 |
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- | No log | 6.3846 | 166 | 1.8543 | 0.1805 | 1.8543 | 1.3617 |
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- | No log | 6.4615 | 168 | 1.7415 | 0.2742 | 1.7415 | 1.3197 |
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- | No log | 6.5385 | 170 | 1.6579 | 0.3000 | 1.6579 | 1.2876 |
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- | No log | 6.6154 | 172 | 1.5659 | 0.3471 | 1.5659 | 1.2514 |
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- | No log | 6.6923 | 174 | 1.5015 | 0.4194 | 1.5015 | 1.2254 |
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- | No log | 6.7692 | 176 | 1.5471 | 0.4462 | 1.5471 | 1.2438 |
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- | No log | 6.8462 | 178 | 1.6884 | 0.3158 | 1.6884 | 1.2994 |
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- | No log | 6.9231 | 180 | 1.8473 | 0.2754 | 1.8473 | 1.3592 |
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- | No log | 7.0 | 182 | 2.0456 | 0.2378 | 2.0456 | 1.4302 |
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- | No log | 7.0769 | 184 | 2.1090 | 0.1857 | 2.1090 | 1.4522 |
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- | No log | 7.1538 | 186 | 2.0328 | 0.1606 | 2.0328 | 1.4258 |
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- | No log | 7.2308 | 188 | 1.7821 | 0.272 | 1.7821 | 1.3349 |
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- | No log | 7.3077 | 190 | 1.5096 | 0.3559 | 1.5096 | 1.2286 |
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- | No log | 7.3846 | 192 | 1.4016 | 0.4237 | 1.4016 | 1.1839 |
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- | No log | 7.4615 | 194 | 1.3605 | 0.3559 | 1.3605 | 1.1664 |
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- | No log | 7.5385 | 196 | 1.3802 | 0.4167 | 1.3802 | 1.1748 |
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- | No log | 7.6154 | 198 | 1.4510 | 0.4567 | 1.4510 | 1.2046 |
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- | No log | 7.6923 | 200 | 1.5159 | 0.4462 | 1.5159 | 1.2312 |
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- | No log | 7.7692 | 202 | 1.5902 | 0.4 | 1.5902 | 1.2610 |
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- | No log | 7.8462 | 204 | 1.5893 | 0.4 | 1.5893 | 1.2607 |
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- | No log | 7.9231 | 206 | 1.6442 | 0.3817 | 1.6442 | 1.2822 |
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- | No log | 8.0 | 208 | 1.6174 | 0.4 | 1.6174 | 1.2718 |
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- | No log | 8.0769 | 210 | 1.6300 | 0.4091 | 1.6300 | 1.2767 |
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- | No log | 8.1538 | 212 | 1.5653 | 0.4122 | 1.5653 | 1.2511 |
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- | No log | 8.2308 | 214 | 1.6822 | 0.3939 | 1.6822 | 1.2970 |
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- | No log | 8.3077 | 216 | 1.9504 | 0.2590 | 1.9504 | 1.3966 |
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- | No log | 8.3846 | 218 | 2.0896 | 0.2553 | 2.0896 | 1.4456 |
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- | No log | 8.4615 | 220 | 2.0024 | 0.2302 | 2.0024 | 1.4151 |
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- | No log | 8.5385 | 222 | 1.8530 | 0.2482 | 1.8530 | 1.3613 |
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- | No log | 8.6154 | 224 | 1.6794 | 0.3538 | 1.6794 | 1.2959 |
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- | No log | 8.6923 | 226 | 1.5367 | 0.4186 | 1.5367 | 1.2397 |
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- | No log | 8.7692 | 228 | 1.4816 | 0.4531 | 1.4816 | 1.2172 |
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- | No log | 8.8462 | 230 | 1.5195 | 0.4308 | 1.5195 | 1.2327 |
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- | No log | 8.9231 | 232 | 1.6772 | 0.3759 | 1.6772 | 1.2951 |
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- | No log | 9.0 | 234 | 1.9357 | 0.2817 | 1.9357 | 1.3913 |
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- | No log | 9.0769 | 236 | 2.0415 | 0.2500 | 2.0415 | 1.4288 |
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- | No log | 9.1538 | 238 | 1.9695 | 0.2676 | 1.9695 | 1.4034 |
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- | No log | 9.2308 | 240 | 1.8010 | 0.3022 | 1.8010 | 1.3420 |
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- | No log | 9.3077 | 242 | 1.7088 | 0.3188 | 1.7088 | 1.3072 |
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- | No log | 9.3846 | 244 | 1.6934 | 0.3188 | 1.6934 | 1.3013 |
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- | No log | 9.4615 | 246 | 1.7611 | 0.3022 | 1.7611 | 1.3271 |
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- | No log | 9.5385 | 248 | 1.7970 | 0.2857 | 1.7970 | 1.3405 |
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- | No log | 9.6154 | 250 | 1.7825 | 0.2857 | 1.7825 | 1.3351 |
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- | No log | 9.6923 | 252 | 1.6866 | 0.3358 | 1.6866 | 1.2987 |
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- | No log | 9.7692 | 254 | 1.6224 | 0.4060 | 1.6224 | 1.2738 |
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- | No log | 9.8462 | 256 | 1.5681 | 0.3939 | 1.5681 | 1.2522 |
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- | No log | 9.9231 | 258 | 1.5307 | 0.4060 | 1.5307 | 1.2372 |
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- | No log | 10.0 | 260 | 1.5546 | 0.4030 | 1.5546 | 1.2468 |
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- | No log | 10.0769 | 262 | 1.5831 | 0.3676 | 1.5831 | 1.2582 |
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- | No log | 10.1538 | 264 | 1.5270 | 0.4 | 1.5270 | 1.2357 |
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- | No log | 10.2308 | 266 | 1.4634 | 0.4179 | 1.4634 | 1.2097 |
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- | No log | 10.3077 | 268 | 1.4387 | 0.4394 | 1.4387 | 1.1995 |
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- | No log | 10.3846 | 270 | 1.5450 | 0.3731 | 1.5450 | 1.2430 |
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- | No log | 10.4615 | 272 | 1.8087 | 0.3358 | 1.8087 | 1.3449 |
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- | No log | 10.5385 | 274 | 1.8690 | 0.3088 | 1.8690 | 1.3671 |
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- | No log | 10.6154 | 276 | 1.8088 | 0.3259 | 1.8088 | 1.3449 |
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- | No log | 10.6923 | 278 | 1.6344 | 0.3556 | 1.6344 | 1.2784 |
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- | No log | 10.7692 | 280 | 1.5576 | 0.3636 | 1.5576 | 1.2480 |
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- | No log | 10.8462 | 282 | 1.4276 | 0.4462 | 1.4276 | 1.1948 |
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- | No log | 10.9231 | 284 | 1.3497 | 0.5 | 1.3497 | 1.1618 |
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- | No log | 11.0 | 286 | 1.3712 | 0.4688 | 1.3712 | 1.1710 |
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- | No log | 11.0769 | 288 | 1.4553 | 0.4427 | 1.4553 | 1.2064 |
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- | No log | 11.1538 | 290 | 1.4577 | 0.4427 | 1.4577 | 1.2074 |
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- | No log | 11.2308 | 292 | 1.4639 | 0.4615 | 1.4639 | 1.2099 |
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- | No log | 11.3077 | 294 | 1.5045 | 0.4394 | 1.5045 | 1.2266 |
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- | No log | 11.3846 | 296 | 1.4810 | 0.4122 | 1.4810 | 1.2170 |
200
- | No log | 11.4615 | 298 | 1.5175 | 0.4122 | 1.5175 | 1.2319 |
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- | No log | 11.5385 | 300 | 1.5313 | 0.4122 | 1.5313 | 1.2374 |
202
- | No log | 11.6154 | 302 | 1.5744 | 0.3810 | 1.5744 | 1.2547 |
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- | No log | 11.6923 | 304 | 1.5777 | 0.3770 | 1.5777 | 1.2561 |
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- | No log | 11.7692 | 306 | 1.5684 | 0.4062 | 1.5684 | 1.2524 |
205
- | No log | 11.8462 | 308 | 1.5405 | 0.3939 | 1.5405 | 1.2412 |
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- | No log | 11.9231 | 310 | 1.5117 | 0.4 | 1.5117 | 1.2295 |
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- | No log | 12.0 | 312 | 1.5376 | 0.4088 | 1.5376 | 1.2400 |
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- | No log | 12.0769 | 314 | 1.5276 | 0.4058 | 1.5276 | 1.2360 |
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- | No log | 12.1538 | 316 | 1.4294 | 0.4444 | 1.4294 | 1.1956 |
210
- | No log | 12.2308 | 318 | 1.3818 | 0.4603 | 1.3818 | 1.1755 |
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- | No log | 12.3077 | 320 | 1.3833 | 0.4194 | 1.3833 | 1.1762 |
212
- | No log | 12.3846 | 322 | 1.4441 | 0.4186 | 1.4441 | 1.2017 |
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- | No log | 12.4615 | 324 | 1.6153 | 0.3504 | 1.6153 | 1.2710 |
214
- | No log | 12.5385 | 326 | 1.8049 | 0.3022 | 1.8049 | 1.3435 |
215
- | No log | 12.6154 | 328 | 1.8551 | 0.3022 | 1.8551 | 1.3620 |
216
- | No log | 12.6923 | 330 | 1.7641 | 0.3333 | 1.7641 | 1.3282 |
217
- | No log | 12.7692 | 332 | 1.6214 | 0.3817 | 1.6214 | 1.2733 |
218
- | No log | 12.8462 | 334 | 1.5815 | 0.3876 | 1.5815 | 1.2576 |
219
- | No log | 12.9231 | 336 | 1.5732 | 0.3876 | 1.5732 | 1.2543 |
220
- | No log | 13.0 | 338 | 1.6407 | 0.3511 | 1.6407 | 1.2809 |
221
- | No log | 13.0769 | 340 | 1.6590 | 0.3333 | 1.6590 | 1.2880 |
222
- | No log | 13.1538 | 342 | 1.6521 | 0.3511 | 1.6521 | 1.2853 |
223
- | No log | 13.2308 | 344 | 1.5713 | 0.3876 | 1.5713 | 1.2535 |
224
- | No log | 13.3077 | 346 | 1.4851 | 0.4375 | 1.4851 | 1.2187 |
225
- | No log | 13.3846 | 348 | 1.4184 | 0.4603 | 1.4184 | 1.1910 |
226
- | No log | 13.4615 | 350 | 1.3683 | 0.4724 | 1.3683 | 1.1698 |
227
- | No log | 13.5385 | 352 | 1.3400 | 0.4733 | 1.3400 | 1.1576 |
228
- | No log | 13.6154 | 354 | 1.3224 | 0.5 | 1.3224 | 1.1499 |
229
- | No log | 13.6923 | 356 | 1.2938 | 0.5 | 1.2938 | 1.1374 |
230
- | No log | 13.7692 | 358 | 1.4060 | 0.4511 | 1.4060 | 1.1857 |
231
- | No log | 13.8462 | 360 | 1.6478 | 0.3188 | 1.6478 | 1.2837 |
232
- | No log | 13.9231 | 362 | 1.7950 | 0.2370 | 1.7950 | 1.3398 |
233
- | No log | 14.0 | 364 | 1.8001 | 0.2090 | 1.8001 | 1.3417 |
234
- | No log | 14.0769 | 366 | 1.6469 | 0.3556 | 1.6469 | 1.2833 |
235
- | No log | 14.1538 | 368 | 1.5918 | 0.3731 | 1.5918 | 1.2617 |
236
- | No log | 14.2308 | 370 | 1.5664 | 0.3731 | 1.5664 | 1.2516 |
237
- | No log | 14.3077 | 372 | 1.5156 | 0.3906 | 1.5156 | 1.2311 |
238
- | No log | 14.3846 | 374 | 1.5134 | 0.3780 | 1.5134 | 1.2302 |
239
- | No log | 14.4615 | 376 | 1.5294 | 0.3780 | 1.5294 | 1.2367 |
240
- | No log | 14.5385 | 378 | 1.5080 | 0.4252 | 1.5080 | 1.2280 |
241
- | No log | 14.6154 | 380 | 1.5835 | 0.3359 | 1.5835 | 1.2584 |
242
- | No log | 14.6923 | 382 | 1.6268 | 0.3556 | 1.6268 | 1.2755 |
243
- | No log | 14.7692 | 384 | 1.6263 | 0.3333 | 1.6263 | 1.2753 |
244
- | No log | 14.8462 | 386 | 1.7212 | 0.3000 | 1.7212 | 1.3119 |
245
- | No log | 14.9231 | 388 | 1.7367 | 0.3000 | 1.7367 | 1.3178 |
246
- | No log | 15.0 | 390 | 1.7626 | 0.2734 | 1.7626 | 1.3276 |
247
- | No log | 15.0769 | 392 | 1.7167 | 0.2734 | 1.7167 | 1.3102 |
248
- | No log | 15.1538 | 394 | 1.6410 | 0.3308 | 1.6410 | 1.2810 |
249
- | No log | 15.2308 | 396 | 1.5832 | 0.3609 | 1.5832 | 1.2583 |
250
- | No log | 15.3077 | 398 | 1.5133 | 0.3692 | 1.5133 | 1.2302 |
251
- | No log | 15.3846 | 400 | 1.5177 | 0.375 | 1.5177 | 1.2320 |
252
- | No log | 15.4615 | 402 | 1.5438 | 0.3664 | 1.5438 | 1.2425 |
253
- | No log | 15.5385 | 404 | 1.6691 | 0.3088 | 1.6691 | 1.2919 |
254
- | No log | 15.6154 | 406 | 1.7781 | 0.2286 | 1.7781 | 1.3334 |
255
- | No log | 15.6923 | 408 | 1.8601 | 0.2553 | 1.8601 | 1.3639 |
256
- | No log | 15.7692 | 410 | 1.8058 | 0.2553 | 1.8058 | 1.3438 |
257
- | No log | 15.8462 | 412 | 1.7396 | 0.2714 | 1.7395 | 1.3189 |
258
- | No log | 15.9231 | 414 | 1.6854 | 0.3066 | 1.6854 | 1.2982 |
259
- | No log | 16.0 | 416 | 1.6903 | 0.3235 | 1.6903 | 1.3001 |
260
- | No log | 16.0769 | 418 | 1.7343 | 0.3066 | 1.7343 | 1.3169 |
261
- | No log | 16.1538 | 420 | 1.7627 | 0.3066 | 1.7627 | 1.3277 |
262
- | No log | 16.2308 | 422 | 1.6962 | 0.3382 | 1.6962 | 1.3024 |
263
- | No log | 16.3077 | 424 | 1.5890 | 0.4 | 1.5890 | 1.2606 |
264
- | No log | 16.3846 | 426 | 1.5198 | 0.4186 | 1.5198 | 1.2328 |
265
- | No log | 16.4615 | 428 | 1.4958 | 0.4186 | 1.4958 | 1.2230 |
266
- | No log | 16.5385 | 430 | 1.5162 | 0.4154 | 1.5162 | 1.2313 |
267
- | No log | 16.6154 | 432 | 1.5406 | 0.4211 | 1.5406 | 1.2412 |
268
- | No log | 16.6923 | 434 | 1.5323 | 0.4211 | 1.5323 | 1.2379 |
269
- | No log | 16.7692 | 436 | 1.4958 | 0.4394 | 1.4958 | 1.2230 |
270
- | No log | 16.8462 | 438 | 1.4198 | 0.4154 | 1.4198 | 1.1916 |
271
- | No log | 16.9231 | 440 | 1.3761 | 0.4154 | 1.3761 | 1.1731 |
272
- | No log | 17.0 | 442 | 1.4076 | 0.4154 | 1.4076 | 1.1864 |
273
- | No log | 17.0769 | 444 | 1.4353 | 0.3876 | 1.4353 | 1.1981 |
274
- | No log | 17.1538 | 446 | 1.4714 | 0.375 | 1.4714 | 1.2130 |
275
- | No log | 17.2308 | 448 | 1.4673 | 0.3492 | 1.4673 | 1.2113 |
276
- | No log | 17.3077 | 450 | 1.5005 | 0.352 | 1.5005 | 1.2250 |
277
- | No log | 17.3846 | 452 | 1.5246 | 0.4098 | 1.5246 | 1.2347 |
278
- | No log | 17.4615 | 454 | 1.5720 | 0.4 | 1.5720 | 1.2538 |
279
- | No log | 17.5385 | 456 | 1.6316 | 0.3876 | 1.6316 | 1.2774 |
280
- | No log | 17.6154 | 458 | 1.6059 | 0.4122 | 1.6059 | 1.2672 |
281
- | No log | 17.6923 | 460 | 1.5324 | 0.4275 | 1.5324 | 1.2379 |
282
- | No log | 17.7692 | 462 | 1.4959 | 0.4275 | 1.4959 | 1.2231 |
283
- | No log | 17.8462 | 464 | 1.4729 | 0.4275 | 1.4729 | 1.2136 |
284
- | No log | 17.9231 | 466 | 1.5584 | 0.4394 | 1.5584 | 1.2484 |
285
- | No log | 18.0 | 468 | 1.6872 | 0.3582 | 1.6872 | 1.2989 |
286
- | No log | 18.0769 | 470 | 1.6779 | 0.3582 | 1.6779 | 1.2954 |
287
- | No log | 18.1538 | 472 | 1.6077 | 0.4122 | 1.6077 | 1.2679 |
288
- | No log | 18.2308 | 474 | 1.5076 | 0.4122 | 1.5076 | 1.2278 |
289
- | No log | 18.3077 | 476 | 1.5260 | 0.4122 | 1.5260 | 1.2353 |
290
- | No log | 18.3846 | 478 | 1.6072 | 0.3759 | 1.6072 | 1.2678 |
291
- | No log | 18.4615 | 480 | 1.6947 | 0.3382 | 1.6947 | 1.3018 |
292
- | No log | 18.5385 | 482 | 1.7472 | 0.3358 | 1.7472 | 1.3218 |
293
- | No log | 18.6154 | 484 | 1.7303 | 0.3358 | 1.7303 | 1.3154 |
294
- | No log | 18.6923 | 486 | 1.7003 | 0.3704 | 1.7003 | 1.3039 |
295
- | No log | 18.7692 | 488 | 1.6986 | 0.3704 | 1.6986 | 1.3033 |
296
- | No log | 18.8462 | 490 | 1.6898 | 0.3704 | 1.6898 | 1.2999 |
297
- | No log | 18.9231 | 492 | 1.7086 | 0.4091 | 1.7086 | 1.3071 |
298
- | No log | 19.0 | 494 | 1.7077 | 0.3969 | 1.7077 | 1.3068 |
299
- | No log | 19.0769 | 496 | 1.6524 | 0.3969 | 1.6524 | 1.2855 |
300
- | No log | 19.1538 | 498 | 1.6776 | 0.3910 | 1.6776 | 1.2952 |
301
- | 0.4168 | 19.2308 | 500 | 1.7301 | 0.3212 | 1.7301 | 1.3154 |
302
- | 0.4168 | 19.3077 | 502 | 1.7476 | 0.3212 | 1.7476 | 1.3220 |
303
- | 0.4168 | 19.3846 | 504 | 1.7753 | 0.3188 | 1.7753 | 1.3324 |
304
- | 0.4168 | 19.4615 | 506 | 1.7454 | 0.3358 | 1.7454 | 1.3211 |
305
- | 0.4168 | 19.5385 | 508 | 1.6025 | 0.3939 | 1.6025 | 1.2659 |
306
- | 0.4168 | 19.6154 | 510 | 1.5320 | 0.4122 | 1.5320 | 1.2377 |
307
- | 0.4168 | 19.6923 | 512 | 1.5285 | 0.4122 | 1.5285 | 1.2363 |
308
- | 0.4168 | 19.7692 | 514 | 1.5346 | 0.4091 | 1.5346 | 1.2388 |
309
- | 0.4168 | 19.8462 | 516 | 1.4484 | 0.4122 | 1.4484 | 1.2035 |
310
- | 0.4168 | 19.9231 | 518 | 1.4277 | 0.4122 | 1.4277 | 1.1949 |
311
- | 0.4168 | 20.0 | 520 | 1.4447 | 0.4122 | 1.4447 | 1.2020 |
312
- | 0.4168 | 20.0769 | 522 | 1.4327 | 0.4662 | 1.4327 | 1.1970 |
313
- | 0.4168 | 20.1538 | 524 | 1.4076 | 0.4662 | 1.4076 | 1.1864 |
314
- | 0.4168 | 20.2308 | 526 | 1.4135 | 0.4662 | 1.4135 | 1.1889 |
315
- | 0.4168 | 20.3077 | 528 | 1.4424 | 0.4394 | 1.4424 | 1.2010 |
316
- | 0.4168 | 20.3846 | 530 | 1.5516 | 0.4091 | 1.5516 | 1.2456 |
317
- | 0.4168 | 20.4615 | 532 | 1.7237 | 0.3088 | 1.7237 | 1.3129 |
318
- | 0.4168 | 20.5385 | 534 | 1.8376 | 0.2714 | 1.8376 | 1.3556 |
319
- | 0.4168 | 20.6154 | 536 | 1.8741 | 0.2714 | 1.8741 | 1.3690 |
320
- | 0.4168 | 20.6923 | 538 | 1.8297 | 0.2734 | 1.8297 | 1.3527 |
321
- | 0.4168 | 20.7692 | 540 | 1.7207 | 0.3165 | 1.7207 | 1.3118 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
322
 
323
 
324
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task1_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task1_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: 2.1378
19
+ - Qwk: 0.2254
20
+ - Mse: 2.1378
21
+ - Rmse: 1.4621
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0645 | 2 | 7.1655 | -0.0055 | 7.1655 | 2.6768 |
53
+ | No log | 0.1290 | 4 | 4.7294 | 0.0772 | 4.7294 | 2.1747 |
54
+ | No log | 0.1935 | 6 | 3.4897 | -0.0312 | 3.4897 | 1.8681 |
55
+ | No log | 0.2581 | 8 | 2.7609 | 0.0839 | 2.7609 | 1.6616 |
56
+ | No log | 0.3226 | 10 | 2.4128 | 0.1364 | 2.4128 | 1.5533 |
57
+ | No log | 0.3871 | 12 | 1.8537 | 0.2203 | 1.8537 | 1.3615 |
58
+ | No log | 0.4516 | 14 | 1.8599 | 0.2414 | 1.8599 | 1.3638 |
59
+ | No log | 0.5161 | 16 | 1.7768 | 0.2857 | 1.7768 | 1.3329 |
60
+ | No log | 0.5806 | 18 | 1.7967 | 0.2456 | 1.7967 | 1.3404 |
61
+ | No log | 0.6452 | 20 | 1.7957 | 0.2456 | 1.7957 | 1.3400 |
62
+ | No log | 0.7097 | 22 | 1.9722 | 0.1890 | 1.9722 | 1.4044 |
63
+ | No log | 0.7742 | 24 | 2.2133 | 0.1702 | 2.2133 | 1.4877 |
64
+ | No log | 0.8387 | 26 | 2.0352 | 0.2482 | 2.0352 | 1.4266 |
65
+ | No log | 0.9032 | 28 | 1.7233 | 0.3130 | 1.7233 | 1.3128 |
66
+ | No log | 0.9677 | 30 | 1.6307 | 0.1682 | 1.6307 | 1.2770 |
67
+ | No log | 1.0323 | 32 | 1.5986 | 0.1698 | 1.5986 | 1.2644 |
68
+ | No log | 1.0968 | 34 | 1.6325 | 0.1698 | 1.6325 | 1.2777 |
69
+ | No log | 1.1613 | 36 | 1.8088 | 0.2479 | 1.8088 | 1.3449 |
70
+ | No log | 1.2258 | 38 | 1.9516 | 0.2080 | 1.9516 | 1.3970 |
71
+ | No log | 1.2903 | 40 | 1.8189 | 0.2419 | 1.8189 | 1.3486 |
72
+ | No log | 1.3548 | 42 | 1.6412 | 0.2807 | 1.6412 | 1.2811 |
73
+ | No log | 1.4194 | 44 | 1.5467 | 0.1682 | 1.5467 | 1.2436 |
74
+ | No log | 1.4839 | 46 | 1.5475 | 0.1698 | 1.5475 | 1.2440 |
75
+ | No log | 1.5484 | 48 | 1.6756 | 0.1698 | 1.6756 | 1.2945 |
76
+ | No log | 1.6129 | 50 | 1.6390 | 0.1869 | 1.6390 | 1.2802 |
77
+ | No log | 1.6774 | 52 | 1.5988 | 0.2037 | 1.5988 | 1.2644 |
78
+ | No log | 1.7419 | 54 | 1.6143 | 0.2018 | 1.6143 | 1.2705 |
79
+ | No log | 1.8065 | 56 | 1.6693 | 0.2456 | 1.6693 | 1.2920 |
80
+ | No log | 1.8710 | 58 | 1.7028 | 0.2182 | 1.7028 | 1.3049 |
81
+ | No log | 1.9355 | 60 | 1.9477 | 0.1308 | 1.9477 | 1.3956 |
82
+ | No log | 2.0 | 62 | 2.8097 | -0.1818 | 2.8097 | 1.6762 |
83
+ | No log | 2.0645 | 64 | 3.3966 | -0.3281 | 3.3966 | 1.8430 |
84
+ | No log | 2.1290 | 66 | 3.2090 | -0.2812 | 3.2090 | 1.7914 |
85
+ | No log | 2.1935 | 68 | 2.3580 | -0.0183 | 2.3580 | 1.5356 |
86
+ | No log | 2.2581 | 70 | 1.5852 | 0.1887 | 1.5852 | 1.2590 |
87
+ | No log | 2.3226 | 72 | 1.3458 | 0.3826 | 1.3458 | 1.1601 |
88
+ | No log | 2.3871 | 74 | 1.3504 | 0.3590 | 1.3504 | 1.1621 |
89
+ | No log | 2.4516 | 76 | 1.3541 | 0.4068 | 1.3541 | 1.1637 |
90
+ | No log | 2.5161 | 78 | 1.3705 | 0.3621 | 1.3705 | 1.1707 |
91
+ | No log | 2.5806 | 80 | 1.5450 | 0.4444 | 1.5450 | 1.2430 |
92
+ | No log | 2.6452 | 82 | 1.7624 | 0.3276 | 1.7624 | 1.3275 |
93
+ | No log | 2.7097 | 84 | 1.7648 | 0.2857 | 1.7648 | 1.3284 |
94
+ | No log | 2.7742 | 86 | 1.6794 | 0.1495 | 1.6794 | 1.2959 |
95
+ | No log | 2.8387 | 88 | 1.5667 | 0.2593 | 1.5667 | 1.2517 |
96
+ | No log | 2.9032 | 90 | 1.5317 | 0.3091 | 1.5317 | 1.2376 |
97
+ | No log | 2.9677 | 92 | 1.6215 | 0.3276 | 1.6215 | 1.2734 |
98
+ | No log | 3.0323 | 94 | 1.6444 | 0.3967 | 1.6444 | 1.2823 |
99
+ | No log | 3.0968 | 96 | 1.5115 | 0.4160 | 1.5115 | 1.2294 |
100
+ | No log | 3.1613 | 98 | 1.3327 | 0.4715 | 1.3327 | 1.1544 |
101
+ | No log | 3.2258 | 100 | 1.3158 | 0.496 | 1.3158 | 1.1471 |
102
+ | No log | 3.2903 | 102 | 1.4420 | 0.3968 | 1.4420 | 1.2008 |
103
+ | No log | 3.3548 | 104 | 1.8269 | 0.2576 | 1.8269 | 1.3516 |
104
+ | No log | 3.4194 | 106 | 2.0490 | 0.1439 | 2.0490 | 1.4314 |
105
+ | No log | 3.4839 | 108 | 2.1560 | 0.1408 | 2.1560 | 1.4683 |
106
+ | No log | 3.5484 | 110 | 1.9932 | 0.1571 | 1.9932 | 1.4118 |
107
+ | No log | 3.6129 | 112 | 1.8023 | 0.2647 | 1.8023 | 1.3425 |
108
+ | No log | 3.6774 | 114 | 1.8557 | 0.2482 | 1.8557 | 1.3622 |
109
+ | No log | 3.7419 | 116 | 1.8764 | 0.2464 | 1.8764 | 1.3698 |
110
+ | No log | 3.8065 | 118 | 1.9790 | 0.2174 | 1.9790 | 1.4068 |
111
+ | No log | 3.8710 | 120 | 2.1660 | 0.1408 | 2.1660 | 1.4717 |
112
+ | No log | 3.9355 | 122 | 2.1357 | 0.0870 | 2.1357 | 1.4614 |
113
+ | No log | 4.0 | 124 | 2.0085 | 0.2074 | 2.0085 | 1.4172 |
114
+ | No log | 4.0645 | 126 | 2.0892 | 0.1449 | 2.0892 | 1.4454 |
115
+ | No log | 4.1290 | 128 | 2.0008 | 0.1778 | 2.0008 | 1.4145 |
116
+ | No log | 4.1935 | 130 | 1.8167 | 0.2667 | 1.8167 | 1.3479 |
117
+ | No log | 4.2581 | 132 | 1.7181 | 0.2857 | 1.7181 | 1.3108 |
118
+ | No log | 4.3226 | 134 | 1.7130 | 0.2687 | 1.7130 | 1.3088 |
119
+ | No log | 4.3871 | 136 | 1.8666 | 0.2336 | 1.8666 | 1.3662 |
120
+ | No log | 4.4516 | 138 | 1.9110 | 0.1778 | 1.9110 | 1.3824 |
121
+ | No log | 4.5161 | 140 | 1.8623 | 0.2154 | 1.8623 | 1.3647 |
122
+ | No log | 4.5806 | 142 | 1.7354 | 0.2462 | 1.7354 | 1.3173 |
123
+ | No log | 4.6452 | 144 | 1.5608 | 0.3846 | 1.5608 | 1.2493 |
124
+ | No log | 4.7097 | 146 | 1.4581 | 0.4186 | 1.4581 | 1.2075 |
125
+ | No log | 4.7742 | 148 | 1.5195 | 0.3906 | 1.5195 | 1.2327 |
126
+ | No log | 4.8387 | 150 | 1.5461 | 0.3906 | 1.5461 | 1.2434 |
127
+ | No log | 4.9032 | 152 | 1.5201 | 0.3906 | 1.5201 | 1.2329 |
128
+ | No log | 4.9677 | 154 | 1.6813 | 0.2556 | 1.6813 | 1.2966 |
129
+ | No log | 5.0323 | 156 | 1.7443 | 0.2273 | 1.7443 | 1.3207 |
130
+ | No log | 5.0968 | 158 | 1.8809 | 0.2105 | 1.8809 | 1.3715 |
131
+ | No log | 5.1613 | 160 | 1.9201 | 0.1970 | 1.9201 | 1.3857 |
132
+ | No log | 5.2258 | 162 | 1.9890 | 0.1890 | 1.9890 | 1.4103 |
133
+ | No log | 5.2903 | 164 | 1.8575 | 0.2149 | 1.8575 | 1.3629 |
134
+ | No log | 5.3548 | 166 | 1.5815 | 0.2679 | 1.5815 | 1.2576 |
135
+ | No log | 5.4194 | 168 | 1.3182 | 0.3333 | 1.3182 | 1.1481 |
136
+ | No log | 5.4839 | 170 | 1.1600 | 0.4918 | 1.1600 | 1.0770 |
137
+ | No log | 5.5484 | 172 | 1.1930 | 0.4262 | 1.1930 | 1.0923 |
138
+ | No log | 5.6129 | 174 | 1.4880 | 0.3817 | 1.4880 | 1.2198 |
139
+ | No log | 5.6774 | 176 | 1.8418 | 0.2794 | 1.8418 | 1.3571 |
140
+ | No log | 5.7419 | 178 | 1.9991 | 0.1986 | 1.9991 | 1.4139 |
141
+ | No log | 5.8065 | 180 | 2.0043 | 0.1714 | 2.0043 | 1.4158 |
142
+ | No log | 5.8710 | 182 | 1.8855 | 0.2174 | 1.8855 | 1.3731 |
143
+ | No log | 5.9355 | 184 | 1.7631 | 0.2576 | 1.7631 | 1.3278 |
144
+ | No log | 6.0 | 186 | 1.7452 | 0.2576 | 1.7452 | 1.3211 |
145
+ | No log | 6.0645 | 188 | 1.7485 | 0.2748 | 1.7485 | 1.3223 |
146
+ | No log | 6.1290 | 190 | 1.6517 | 0.3077 | 1.6517 | 1.2852 |
147
+ | No log | 6.1935 | 192 | 1.5692 | 0.3101 | 1.5692 | 1.2527 |
148
+ | No log | 6.2581 | 194 | 1.4883 | 0.3040 | 1.4883 | 1.2200 |
149
+ | No log | 6.3226 | 196 | 1.4330 | 0.3040 | 1.4330 | 1.1971 |
150
+ | No log | 6.3871 | 198 | 1.5647 | 0.3256 | 1.5647 | 1.2509 |
151
+ | No log | 6.4516 | 200 | 1.8644 | 0.2406 | 1.8644 | 1.3654 |
152
+ | No log | 6.5161 | 202 | 1.9606 | 0.2290 | 1.9606 | 1.4002 |
153
+ | No log | 6.5806 | 204 | 1.8364 | 0.2481 | 1.8364 | 1.3551 |
154
+ | No log | 6.6452 | 206 | 1.7336 | 0.2321 | 1.7336 | 1.3167 |
155
+ | No log | 6.7097 | 208 | 1.7395 | 0.1333 | 1.7395 | 1.3189 |
156
+ | No log | 6.7742 | 210 | 1.6286 | 0.3009 | 1.6286 | 1.2762 |
157
+ | No log | 6.8387 | 212 | 1.4579 | 0.3697 | 1.4579 | 1.2074 |
158
+ | No log | 6.9032 | 214 | 1.5069 | 0.3871 | 1.5069 | 1.2276 |
159
+ | No log | 6.9677 | 216 | 1.5793 | 0.3053 | 1.5793 | 1.2567 |
160
+ | No log | 7.0323 | 218 | 1.6708 | 0.3235 | 1.6708 | 1.2926 |
161
+ | No log | 7.0968 | 220 | 1.5890 | 0.3235 | 1.5890 | 1.2605 |
162
+ | No log | 7.1613 | 222 | 1.5959 | 0.3259 | 1.5959 | 1.2633 |
163
+ | No log | 7.2258 | 224 | 1.6885 | 0.3188 | 1.6885 | 1.2994 |
164
+ | No log | 7.2903 | 226 | 1.9168 | 0.2714 | 1.9168 | 1.3845 |
165
+ | No log | 7.3548 | 228 | 1.9019 | 0.2878 | 1.9019 | 1.3791 |
166
+ | No log | 7.4194 | 230 | 1.5966 | 0.3556 | 1.5966 | 1.2636 |
167
+ | No log | 7.4839 | 232 | 1.3799 | 0.4580 | 1.3799 | 1.1747 |
168
+ | No log | 7.5484 | 234 | 1.4929 | 0.4091 | 1.4929 | 1.2219 |
169
+ | No log | 7.6129 | 236 | 1.7675 | 0.3188 | 1.7675 | 1.3295 |
170
+ | No log | 7.6774 | 238 | 1.8054 | 0.3022 | 1.8054 | 1.3436 |
171
+ | No log | 7.7419 | 240 | 1.8216 | 0.3333 | 1.8216 | 1.3497 |
172
+ | No log | 7.8065 | 242 | 1.7295 | 0.3385 | 1.7295 | 1.3151 |
173
+ | No log | 7.8710 | 244 | 1.5688 | 0.3607 | 1.5688 | 1.2525 |
174
+ | No log | 7.9355 | 246 | 1.5122 | 0.3740 | 1.5122 | 1.2297 |
175
+ | No log | 8.0 | 248 | 1.5514 | 0.4885 | 1.5514 | 1.2456 |
176
+ | No log | 8.0645 | 250 | 1.7284 | 0.3165 | 1.7284 | 1.3147 |
177
+ | No log | 8.1290 | 252 | 1.9855 | 0.2254 | 1.9855 | 1.4091 |
178
+ | No log | 8.1935 | 254 | 2.0435 | 0.2254 | 2.0435 | 1.4295 |
179
+ | No log | 8.2581 | 256 | 2.0743 | 0.2254 | 2.0743 | 1.4402 |
180
+ | No log | 8.3226 | 258 | 2.0257 | 0.2254 | 2.0257 | 1.4233 |
181
+ | No log | 8.3871 | 260 | 1.8646 | 0.3022 | 1.8646 | 1.3655 |
182
+ | No log | 8.4516 | 262 | 1.6873 | 0.3453 | 1.6873 | 1.2990 |
183
+ | No log | 8.5161 | 264 | 1.7144 | 0.3529 | 1.7144 | 1.3094 |
184
+ | No log | 8.5806 | 266 | 1.7909 | 0.3022 | 1.7909 | 1.3382 |
185
+ | No log | 8.6452 | 268 | 1.8302 | 0.2714 | 1.8302 | 1.3529 |
186
+ | No log | 8.7097 | 270 | 1.8287 | 0.2837 | 1.8287 | 1.3523 |
187
+ | No log | 8.7742 | 272 | 1.8989 | 0.2714 | 1.8989 | 1.3780 |
188
+ | No log | 8.8387 | 274 | 1.9826 | 0.2143 | 1.9826 | 1.4080 |
189
+ | No log | 8.9032 | 276 | 2.1167 | 0.2143 | 2.1167 | 1.4549 |
190
+ | No log | 8.9677 | 278 | 2.0872 | 0.2143 | 2.0872 | 1.4447 |
191
+ | No log | 9.0323 | 280 | 1.9171 | 0.3022 | 1.9171 | 1.3846 |
192
+ | No log | 9.0968 | 282 | 1.8556 | 0.3022 | 1.8556 | 1.3622 |
193
+ | No log | 9.1613 | 284 | 1.9517 | 0.2254 | 1.9517 | 1.3970 |
194
+ | No log | 9.2258 | 286 | 2.0996 | 0.2098 | 2.0996 | 1.4490 |
195
+ | No log | 9.2903 | 288 | 2.0601 | 0.2098 | 2.0601 | 1.4353 |
196
+ | No log | 9.3548 | 290 | 1.9197 | 0.2754 | 1.9197 | 1.3855 |
197
+ | No log | 9.4194 | 292 | 1.8451 | 0.2815 | 1.8451 | 1.3583 |
198
+ | No log | 9.4839 | 294 | 1.9282 | 0.2754 | 1.9282 | 1.3886 |
199
+ | No log | 9.5484 | 296 | 2.0209 | 0.2319 | 2.0209 | 1.4216 |
200
+ | No log | 9.6129 | 298 | 2.1620 | 0.1560 | 2.1620 | 1.4704 |
201
+ | No log | 9.6774 | 300 | 2.1200 | 0.1714 | 2.1200 | 1.4560 |
202
+ | No log | 9.7419 | 302 | 1.9144 | 0.2482 | 1.9144 | 1.3836 |
203
+ | No log | 9.8065 | 304 | 1.7195 | 0.3158 | 1.7195 | 1.3113 |
204
+ | No log | 9.8710 | 306 | 1.7692 | 0.3158 | 1.7692 | 1.3301 |
205
+ | No log | 9.9355 | 308 | 1.8018 | 0.25 | 1.8018 | 1.3423 |
206
+ | No log | 10.0 | 310 | 1.8440 | 0.2754 | 1.8440 | 1.3580 |
207
+ | No log | 10.0645 | 312 | 1.9652 | 0.2754 | 1.9652 | 1.4019 |
208
+ | No log | 10.1290 | 314 | 2.0274 | 0.2590 | 2.0274 | 1.4239 |
209
+ | No log | 10.1935 | 316 | 1.9757 | 0.2319 | 1.9757 | 1.4056 |
210
+ | No log | 10.2581 | 318 | 1.7564 | 0.3235 | 1.7564 | 1.3253 |
211
+ | No log | 10.3226 | 320 | 1.4288 | 0.3333 | 1.4288 | 1.1953 |
212
+ | No log | 10.3871 | 322 | 1.3372 | 0.3740 | 1.3372 | 1.1564 |
213
+ | No log | 10.4516 | 324 | 1.3772 | 0.3333 | 1.3772 | 1.1735 |
214
+ | No log | 10.5161 | 326 | 1.5121 | 0.3200 | 1.5121 | 1.2297 |
215
+ | No log | 10.5806 | 328 | 1.6893 | 0.3101 | 1.6893 | 1.2997 |
216
+ | No log | 10.6452 | 330 | 1.8485 | 0.2424 | 1.8485 | 1.3596 |
217
+ | No log | 10.7097 | 332 | 1.9324 | 0.1778 | 1.9324 | 1.3901 |
218
+ | No log | 10.7742 | 334 | 1.8443 | 0.2222 | 1.8443 | 1.3580 |
219
+ | No log | 10.8387 | 336 | 1.6917 | 0.3308 | 1.6916 | 1.3006 |
220
+ | No log | 10.9032 | 338 | 1.5801 | 0.3485 | 1.5801 | 1.2570 |
221
+ | No log | 10.9677 | 340 | 1.6081 | 0.3077 | 1.6081 | 1.2681 |
222
+ | No log | 11.0323 | 342 | 1.6816 | 0.3582 | 1.6816 | 1.2968 |
223
+ | No log | 11.0968 | 344 | 1.7191 | 0.2985 | 1.7191 | 1.3111 |
224
+ | No log | 11.1613 | 346 | 1.7913 | 0.2963 | 1.7913 | 1.3384 |
225
+ | No log | 11.2258 | 348 | 1.8223 | 0.2774 | 1.8223 | 1.3499 |
226
+ | No log | 11.2903 | 350 | 1.8529 | 0.2754 | 1.8529 | 1.3612 |
227
+ | No log | 11.3548 | 352 | 1.7718 | 0.3212 | 1.7718 | 1.3311 |
228
+ | No log | 11.4194 | 354 | 1.7221 | 0.3504 | 1.7221 | 1.3123 |
229
+ | No log | 11.4839 | 356 | 1.6763 | 0.3504 | 1.6763 | 1.2947 |
230
+ | No log | 11.5484 | 358 | 1.6963 | 0.3478 | 1.6963 | 1.3024 |
231
+ | No log | 11.6129 | 360 | 1.7198 | 0.3358 | 1.7198 | 1.3114 |
232
+ | No log | 11.6774 | 362 | 1.8742 | 0.2647 | 1.8742 | 1.3690 |
233
+ | No log | 11.7419 | 364 | 2.1175 | 0.1739 | 2.1175 | 1.4552 |
234
+ | No log | 11.8065 | 366 | 2.1867 | 0.1439 | 2.1867 | 1.4787 |
235
+ | No log | 11.8710 | 368 | 2.0739 | 0.1898 | 2.0739 | 1.4401 |
236
+ | No log | 11.9355 | 370 | 1.9364 | 0.3088 | 1.9364 | 1.3916 |
237
+ | No log | 12.0 | 372 | 1.6972 | 0.2815 | 1.6972 | 1.3028 |
238
+ | No log | 12.0645 | 374 | 1.5073 | 0.3231 | 1.5073 | 1.2277 |
239
+ | No log | 12.1290 | 376 | 1.5365 | 0.3101 | 1.5365 | 1.2395 |
240
+ | No log | 12.1935 | 378 | 1.6952 | 0.2481 | 1.6952 | 1.3020 |
241
+ | No log | 12.2581 | 380 | 1.8995 | 0.1778 | 1.8995 | 1.3782 |
242
+ | No log | 12.3226 | 382 | 2.0634 | 0.1203 | 2.0634 | 1.4365 |
243
+ | No log | 12.3871 | 384 | 2.0655 | 0.1504 | 2.0655 | 1.4372 |
244
+ | No log | 12.4516 | 386 | 2.0276 | 0.1493 | 2.0276 | 1.4240 |
245
+ | No log | 12.5161 | 388 | 1.9375 | 0.1493 | 1.9375 | 1.3919 |
246
+ | No log | 12.5806 | 390 | 1.8713 | 0.2388 | 1.8713 | 1.3680 |
247
+ | No log | 12.6452 | 392 | 1.7313 | 0.3030 | 1.7313 | 1.3158 |
248
+ | No log | 12.7097 | 394 | 1.7059 | 0.25 | 1.7059 | 1.3061 |
249
+ | No log | 12.7742 | 396 | 1.7659 | 0.2742 | 1.7659 | 1.3289 |
250
+ | No log | 12.8387 | 398 | 1.8551 | 0.256 | 1.8551 | 1.3620 |
251
+ | No log | 12.9032 | 400 | 1.8984 | 0.2362 | 1.8984 | 1.3778 |
252
+ | No log | 12.9677 | 402 | 1.9173 | 0.2171 | 1.9173 | 1.3846 |
253
+ | No log | 13.0323 | 404 | 2.0390 | 0.1705 | 2.0390 | 1.4279 |
254
+ | No log | 13.0968 | 406 | 2.1104 | 0.1692 | 2.1104 | 1.4527 |
255
+ | No log | 13.1613 | 408 | 2.1049 | 0.1875 | 2.1049 | 1.4508 |
256
+ | No log | 13.2258 | 410 | 1.9254 | 0.2222 | 1.9254 | 1.3876 |
257
+ | No log | 13.2903 | 412 | 1.7310 | 0.2276 | 1.7310 | 1.3157 |
258
+ | No log | 13.3548 | 414 | 1.6455 | 0.2677 | 1.6455 | 1.2828 |
259
+ | No log | 13.4194 | 416 | 1.7480 | 0.3158 | 1.7480 | 1.3221 |
260
+ | No log | 13.4839 | 418 | 1.9762 | 0.2446 | 1.9762 | 1.4058 |
261
+ | No log | 13.5484 | 420 | 2.1786 | 0.1986 | 2.1786 | 1.4760 |
262
+ | No log | 13.6129 | 422 | 2.2100 | 0.1986 | 2.2100 | 1.4866 |
263
+ | No log | 13.6774 | 424 | 2.2602 | 0.1986 | 2.2602 | 1.5034 |
264
+ | No log | 13.7419 | 426 | 2.2191 | 0.1986 | 2.2191 | 1.4897 |
265
+ | No log | 13.8065 | 428 | 2.0423 | 0.2394 | 2.0423 | 1.4291 |
266
+ | No log | 13.8710 | 430 | 1.8245 | 0.2774 | 1.8245 | 1.3508 |
267
+ | No log | 13.9355 | 432 | 1.6786 | 0.2836 | 1.6786 | 1.2956 |
268
+ | No log | 14.0 | 434 | 1.5971 | 0.3158 | 1.5971 | 1.2638 |
269
+ | No log | 14.0645 | 436 | 1.6037 | 0.3582 | 1.6037 | 1.2664 |
270
+ | No log | 14.1290 | 438 | 1.6565 | 0.3182 | 1.6565 | 1.2870 |
271
+ | No log | 14.1935 | 440 | 1.7491 | 0.2273 | 1.7491 | 1.3225 |
272
+ | No log | 14.2581 | 442 | 1.8506 | 0.2190 | 1.8506 | 1.3604 |
273
+ | No log | 14.3226 | 444 | 2.0131 | 0.1898 | 2.0131 | 1.4189 |
274
+ | No log | 14.3871 | 446 | 2.1062 | 0.1898 | 2.1062 | 1.4513 |
275
+ | No log | 14.4516 | 448 | 2.0970 | 0.1630 | 2.0970 | 1.4481 |
276
+ | No log | 14.5161 | 450 | 2.0287 | 0.1667 | 2.0287 | 1.4243 |
277
+ | No log | 14.5806 | 452 | 1.9224 | 0.2047 | 1.9224 | 1.3865 |
278
+ | No log | 14.6452 | 454 | 1.8523 | 0.2481 | 1.8523 | 1.3610 |
279
+ | No log | 14.7097 | 456 | 1.8533 | 0.2647 | 1.8533 | 1.3614 |
280
+ | No log | 14.7742 | 458 | 1.8896 | 0.3188 | 1.8896 | 1.3746 |
281
+ | No log | 14.8387 | 460 | 1.9593 | 0.2446 | 1.9593 | 1.3997 |
282
+ | No log | 14.9032 | 462 | 2.0046 | 0.2446 | 2.0046 | 1.4159 |
283
+ | No log | 14.9677 | 464 | 1.9807 | 0.2446 | 1.9807 | 1.4074 |
284
+ | No log | 15.0323 | 466 | 1.9177 | 0.2920 | 1.9177 | 1.3848 |
285
+ | No log | 15.0968 | 468 | 1.7727 | 0.3235 | 1.7727 | 1.3314 |
286
+ | No log | 15.1613 | 470 | 1.6887 | 0.3759 | 1.6887 | 1.2995 |
287
+ | No log | 15.2258 | 472 | 1.7185 | 0.3759 | 1.7185 | 1.3109 |
288
+ | No log | 15.2903 | 474 | 1.8744 | 0.2920 | 1.8744 | 1.3691 |
289
+ | No log | 15.3548 | 476 | 1.8983 | 0.2920 | 1.8983 | 1.3778 |
290
+ | No log | 15.4194 | 478 | 1.8771 | 0.2920 | 1.8771 | 1.3701 |
291
+ | No log | 15.4839 | 480 | 1.8586 | 0.2941 | 1.8586 | 1.3633 |
292
+ | No log | 15.5484 | 482 | 1.7705 | 0.3111 | 1.7705 | 1.3306 |
293
+ | No log | 15.6129 | 484 | 1.7709 | 0.3111 | 1.7709 | 1.3307 |
294
+ | No log | 15.6774 | 486 | 1.9053 | 0.2920 | 1.9053 | 1.3803 |
295
+ | No log | 15.7419 | 488 | 1.9736 | 0.2609 | 1.9736 | 1.4048 |
296
+ | No log | 15.8065 | 490 | 1.9992 | 0.2609 | 1.9992 | 1.4139 |
297
+ | No log | 15.8710 | 492 | 1.9857 | 0.2059 | 1.9857 | 1.4091 |
298
+ | No log | 15.9355 | 494 | 1.9736 | 0.2059 | 1.9736 | 1.4048 |
299
+ | No log | 16.0 | 496 | 1.9801 | 0.1926 | 1.9801 | 1.4072 |
300
+ | No log | 16.0645 | 498 | 2.0298 | 0.1860 | 2.0298 | 1.4247 |
301
+ | 0.3851 | 16.1290 | 500 | 2.1382 | 0.1692 | 2.1382 | 1.4623 |
302
+ | 0.3851 | 16.1935 | 502 | 2.1711 | 0.1642 | 2.1711 | 1.4735 |
303
+ | 0.3851 | 16.2581 | 504 | 2.1459 | 0.1765 | 2.1459 | 1.4649 |
304
+ | 0.3851 | 16.3226 | 506 | 2.0144 | 0.2059 | 2.0144 | 1.4193 |
305
+ | 0.3851 | 16.3871 | 508 | 1.7952 | 0.2647 | 1.7952 | 1.3399 |
306
+ | 0.3851 | 16.4516 | 510 | 1.6877 | 0.3704 | 1.6877 | 1.2991 |
307
+ | 0.3851 | 16.5161 | 512 | 1.7447 | 0.3504 | 1.7447 | 1.3209 |
308
+ | 0.3851 | 16.5806 | 514 | 1.9158 | 0.3188 | 1.9158 | 1.3841 |
309
+ | 0.3851 | 16.6452 | 516 | 1.9651 | 0.2878 | 1.9651 | 1.4018 |
310
+ | 0.3851 | 16.7097 | 518 | 1.9978 | 0.2878 | 1.9978 | 1.4134 |
311
+ | 0.3851 | 16.7742 | 520 | 1.9842 | 0.2609 | 1.9842 | 1.4086 |
312
+ | 0.3851 | 16.8387 | 522 | 1.8481 | 0.3188 | 1.8481 | 1.3595 |
313
+ | 0.3851 | 16.9032 | 524 | 1.7488 | 0.3212 | 1.7488 | 1.3224 |
314
+ | 0.3851 | 16.9677 | 526 | 1.7082 | 0.3529 | 1.7082 | 1.3070 |
315
+ | 0.3851 | 17.0323 | 528 | 1.6278 | 0.3433 | 1.6278 | 1.2759 |
316
+ | 0.3851 | 17.0968 | 530 | 1.6850 | 0.3235 | 1.6850 | 1.2981 |
317
+ | 0.3851 | 17.1613 | 532 | 1.8358 | 0.3188 | 1.8358 | 1.3549 |
318
+ | 0.3851 | 17.2258 | 534 | 2.0313 | 0.2254 | 2.0313 | 1.4252 |
319
+ | 0.3851 | 17.2903 | 536 | 2.0544 | 0.2411 | 2.0544 | 1.4333 |
320
+ | 0.3851 | 17.3548 | 538 | 2.0761 | 0.2143 | 2.0761 | 1.4409 |
321
+ | 0.3851 | 17.4194 | 540 | 2.0251 | 0.2336 | 2.0251 | 1.4230 |
322
+ | 0.3851 | 17.4839 | 542 | 1.9760 | 0.2370 | 1.9760 | 1.4057 |
323
+ | 0.3851 | 17.5484 | 544 | 1.9280 | 0.2388 | 1.9280 | 1.3885 |
324
+ | 0.3851 | 17.6129 | 546 | 1.9483 | 0.2388 | 1.9483 | 1.3958 |
325
+ | 0.3851 | 17.6774 | 548 | 1.9382 | 0.2370 | 1.9382 | 1.3922 |
326
+ | 0.3851 | 17.7419 | 550 | 1.9101 | 0.2667 | 1.9101 | 1.3820 |
327
+ | 0.3851 | 17.8065 | 552 | 1.9057 | 0.2667 | 1.9057 | 1.3805 |
328
+ | 0.3851 | 17.8710 | 554 | 1.9060 | 0.2388 | 1.9060 | 1.3806 |
329
+ | 0.3851 | 17.9355 | 556 | 1.8976 | 0.2667 | 1.8976 | 1.3775 |
330
+ | 0.3851 | 18.0 | 558 | 1.8215 | 0.2667 | 1.8215 | 1.3496 |
331
+ | 0.3851 | 18.0645 | 560 | 1.7170 | 0.2615 | 1.7170 | 1.3103 |
332
+ | 0.3851 | 18.1290 | 562 | 1.6754 | 0.2969 | 1.6754 | 1.2944 |
333
+ | 0.3851 | 18.1935 | 564 | 1.7292 | 0.2707 | 1.7292 | 1.3150 |
334
+ | 0.3851 | 18.2581 | 566 | 1.7042 | 0.2707 | 1.7042 | 1.3055 |
335
+ | 0.3851 | 18.3226 | 568 | 1.6491 | 0.2812 | 1.6491 | 1.2842 |
336
+ | 0.3851 | 18.3871 | 570 | 1.6349 | 0.2677 | 1.6349 | 1.2786 |
337
+ | 0.3851 | 18.4516 | 572 | 1.6039 | 0.2951 | 1.6039 | 1.2664 |
338
+ | 0.3851 | 18.5161 | 574 | 1.6135 | 0.2975 | 1.6135 | 1.2702 |
339
+ | 0.3851 | 18.5806 | 576 | 1.6697 | 0.2540 | 1.6697 | 1.2922 |
340
+ | 0.3851 | 18.6452 | 578 | 1.6912 | 0.2636 | 1.6912 | 1.3005 |
341
+ | 0.3851 | 18.7097 | 580 | 1.7199 | 0.2344 | 1.7199 | 1.3115 |
342
+ | 0.3851 | 18.7742 | 582 | 1.7613 | 0.2326 | 1.7613 | 1.3272 |
343
+ | 0.3851 | 18.8387 | 584 | 1.7465 | 0.2344 | 1.7465 | 1.3216 |
344
+ | 0.3851 | 18.9032 | 586 | 1.6969 | 0.2833 | 1.6969 | 1.3027 |
345
+ | 0.3851 | 18.9677 | 588 | 1.6740 | 0.2564 | 1.6740 | 1.2938 |
346
+ | 0.3851 | 19.0323 | 590 | 1.6777 | 0.2857 | 1.6777 | 1.2953 |
347
+ | 0.3851 | 19.0968 | 592 | 1.7063 | 0.3150 | 1.7063 | 1.3063 |
348
+ | 0.3851 | 19.1613 | 594 | 1.7641 | 0.3111 | 1.7641 | 1.3282 |
349
+ | 0.3851 | 19.2258 | 596 | 1.8464 | 0.2734 | 1.8464 | 1.3588 |
350
+ | 0.3851 | 19.2903 | 598 | 1.8545 | 0.2464 | 1.8545 | 1.3618 |
351
+ | 0.3851 | 19.3548 | 600 | 1.8368 | 0.2482 | 1.8368 | 1.3553 |
352
+ | 0.3851 | 19.4194 | 602 | 1.8241 | 0.2370 | 1.8241 | 1.3506 |
353
+ | 0.3851 | 19.4839 | 604 | 1.8777 | 0.1970 | 1.8777 | 1.3703 |
354
+ | 0.3851 | 19.5484 | 606 | 1.8775 | 0.1970 | 1.8775 | 1.3702 |
355
+ | 0.3851 | 19.6129 | 608 | 1.8746 | 0.1791 | 1.8746 | 1.3692 |
356
+ | 0.3851 | 19.6774 | 610 | 1.8255 | 0.2121 | 1.8255 | 1.3511 |
357
+ | 0.3851 | 19.7419 | 612 | 1.7263 | 0.2481 | 1.7263 | 1.3139 |
358
+ | 0.3851 | 19.8065 | 614 | 1.7123 | 0.2857 | 1.7123 | 1.3085 |
359
+ | 0.3851 | 19.8710 | 616 | 1.6741 | 0.2836 | 1.6741 | 1.2939 |
360
+ | 0.3851 | 19.9355 | 618 | 1.7273 | 0.2963 | 1.7273 | 1.3143 |
361
+ | 0.3851 | 20.0 | 620 | 1.6993 | 0.2963 | 1.6993 | 1.3036 |
362
+ | 0.3851 | 20.0645 | 622 | 1.6679 | 0.2836 | 1.6679 | 1.2915 |
363
+ | 0.3851 | 20.1290 | 624 | 1.6519 | 0.3008 | 1.6519 | 1.2853 |
364
+ | 0.3851 | 20.1935 | 626 | 1.6885 | 0.2963 | 1.6885 | 1.2994 |
365
+ | 0.3851 | 20.2581 | 628 | 1.6756 | 0.3182 | 1.6756 | 1.2945 |
366
+ | 0.3851 | 20.3226 | 630 | 1.6876 | 0.2615 | 1.6876 | 1.2991 |
367
+ | 0.3851 | 20.3871 | 632 | 1.7943 | 0.2576 | 1.7943 | 1.3395 |
368
+ | 0.3851 | 20.4516 | 634 | 1.9448 | 0.2074 | 1.9448 | 1.3946 |
369
+ | 0.3851 | 20.5161 | 636 | 1.9895 | 0.2074 | 1.9895 | 1.4105 |
370
+ | 0.3851 | 20.5806 | 638 | 1.9511 | 0.1940 | 1.9511 | 1.3968 |
371
+ | 0.3851 | 20.6452 | 640 | 1.8851 | 0.2239 | 1.8851 | 1.3730 |
372
+ | 0.3851 | 20.7097 | 642 | 1.8202 | 0.2105 | 1.8202 | 1.3491 |
373
+ | 0.3851 | 20.7742 | 644 | 1.6863 | 0.2769 | 1.6863 | 1.2986 |
374
+ | 0.3851 | 20.8387 | 646 | 1.6299 | 0.3636 | 1.6299 | 1.2767 |
375
+ | 0.3851 | 20.9032 | 648 | 1.6002 | 0.3636 | 1.6002 | 1.2650 |
376
+ | 0.3851 | 20.9677 | 650 | 1.6426 | 0.3556 | 1.6426 | 1.2816 |
377
+ | 0.3851 | 21.0323 | 652 | 1.7367 | 0.3504 | 1.7367 | 1.3178 |
378
+ | 0.3851 | 21.0968 | 654 | 1.8017 | 0.3188 | 1.8017 | 1.3423 |
379
+ | 0.3851 | 21.1613 | 656 | 1.7921 | 0.3188 | 1.7921 | 1.3387 |
380
+ | 0.3851 | 21.2258 | 658 | 1.7055 | 0.3188 | 1.7055 | 1.3059 |
381
+ | 0.3851 | 21.2903 | 660 | 1.6377 | 0.3504 | 1.6377 | 1.2797 |
382
+ | 0.3851 | 21.3548 | 662 | 1.6409 | 0.3529 | 1.6409 | 1.2810 |
383
+ | 0.3851 | 21.4194 | 664 | 1.7201 | 0.3529 | 1.7201 | 1.3115 |
384
+ | 0.3851 | 21.4839 | 666 | 1.7788 | 0.3043 | 1.7788 | 1.3337 |
385
+ | 0.3851 | 21.5484 | 668 | 1.8340 | 0.3022 | 1.8340 | 1.3543 |
386
+ | 0.3851 | 21.6129 | 670 | 1.9296 | 0.2446 | 1.9296 | 1.3891 |
387
+ | 0.3851 | 21.6774 | 672 | 1.9419 | 0.2446 | 1.9419 | 1.3935 |
388
+ | 0.3851 | 21.7419 | 674 | 1.8495 | 0.2754 | 1.8495 | 1.3600 |
389
+ | 0.3851 | 21.8065 | 676 | 1.7458 | 0.2941 | 1.7458 | 1.3213 |
390
+ | 0.3851 | 21.8710 | 678 | 1.7474 | 0.2941 | 1.7474 | 1.3219 |
391
+ | 0.3851 | 21.9355 | 680 | 1.8572 | 0.2920 | 1.8572 | 1.3628 |
392
+ | 0.3851 | 22.0 | 682 | 1.9946 | 0.2446 | 1.9946 | 1.4123 |
393
+ | 0.3851 | 22.0645 | 684 | 2.0560 | 0.1986 | 2.0560 | 1.4339 |
394
+ | 0.3851 | 22.1290 | 686 | 2.0083 | 0.2446 | 2.0083 | 1.4171 |
395
+ | 0.3851 | 22.1935 | 688 | 1.9876 | 0.2446 | 1.9876 | 1.4098 |
396
+ | 0.3851 | 22.2581 | 690 | 1.9795 | 0.2714 | 1.9795 | 1.4069 |
397
+ | 0.3851 | 22.3226 | 692 | 1.8996 | 0.2714 | 1.8996 | 1.3783 |
398
+ | 0.3851 | 22.3871 | 694 | 1.8568 | 0.2714 | 1.8568 | 1.3626 |
399
+ | 0.3851 | 22.4516 | 696 | 1.7787 | 0.3188 | 1.7787 | 1.3337 |
400
+ | 0.3851 | 22.5161 | 698 | 1.7253 | 0.2963 | 1.7253 | 1.3135 |
401
+ | 0.3851 | 22.5806 | 700 | 1.6452 | 0.3206 | 1.6452 | 1.2827 |
402
+ | 0.3851 | 22.6452 | 702 | 1.6620 | 0.3158 | 1.6620 | 1.2892 |
403
+ | 0.3851 | 22.7097 | 704 | 1.7103 | 0.3676 | 1.7103 | 1.3078 |
404
+ | 0.3851 | 22.7742 | 706 | 1.7906 | 0.3676 | 1.7906 | 1.3381 |
405
+ | 0.3851 | 22.8387 | 708 | 1.8348 | 0.3088 | 1.8348 | 1.3545 |
406
+ | 0.3851 | 22.9032 | 710 | 1.8927 | 0.3088 | 1.8927 | 1.3757 |
407
+ | 0.3851 | 22.9677 | 712 | 1.8416 | 0.3088 | 1.8416 | 1.3570 |
408
+ | 0.3851 | 23.0323 | 714 | 1.7916 | 0.3284 | 1.7916 | 1.3385 |
409
+ | 0.3851 | 23.0968 | 716 | 1.8264 | 0.3358 | 1.8264 | 1.3514 |
410
+ | 0.3851 | 23.1613 | 718 | 1.8747 | 0.3358 | 1.8747 | 1.3692 |
411
+ | 0.3851 | 23.2258 | 720 | 1.9095 | 0.2286 | 1.9095 | 1.3819 |
412
+ | 0.3851 | 23.2903 | 722 | 1.9262 | 0.2286 | 1.9262 | 1.3879 |
413
+ | 0.3851 | 23.3548 | 724 | 1.9634 | 0.2553 | 1.9634 | 1.4012 |
414
+ | 0.3851 | 23.4194 | 726 | 2.0292 | 0.2553 | 2.0292 | 1.4245 |
415
+ | 0.3851 | 23.4839 | 728 | 2.0901 | 0.1986 | 2.0901 | 1.4457 |
416
+ | 0.3851 | 23.5484 | 730 | 2.0500 | 0.1986 | 2.0500 | 1.4318 |
417
+ | 0.3851 | 23.6129 | 732 | 1.9345 | 0.2609 | 1.9345 | 1.3908 |
418
+ | 0.3851 | 23.6774 | 734 | 1.7459 | 0.2941 | 1.7459 | 1.3213 |
419
+ | 0.3851 | 23.7419 | 736 | 1.6567 | 0.2963 | 1.6567 | 1.2871 |
420
+ | 0.3851 | 23.8065 | 738 | 1.5987 | 0.3846 | 1.5987 | 1.2644 |
421
+ | 0.3851 | 23.8710 | 740 | 1.5622 | 0.4219 | 1.5622 | 1.2499 |
422
+ | 0.3851 | 23.9355 | 742 | 1.6122 | 0.4 | 1.6122 | 1.2697 |
423
+ | 0.3851 | 24.0 | 744 | 1.7513 | 0.2941 | 1.7513 | 1.3234 |
424
+ | 0.3851 | 24.0645 | 746 | 1.8599 | 0.2920 | 1.8599 | 1.3638 |
425
+ | 0.3851 | 24.1290 | 748 | 1.9594 | 0.1986 | 1.9594 | 1.3998 |
426
+ | 0.3851 | 24.1935 | 750 | 2.0158 | 0.1986 | 2.0158 | 1.4198 |
427
+ | 0.3851 | 24.2581 | 752 | 2.0243 | 0.1986 | 2.0243 | 1.4228 |
428
+ | 0.3851 | 24.3226 | 754 | 1.9685 | 0.2254 | 1.9685 | 1.4030 |
429
+ | 0.3851 | 24.3871 | 756 | 1.8821 | 0.2714 | 1.8821 | 1.3719 |
430
+ | 0.3851 | 24.4516 | 758 | 1.8284 | 0.2595 | 1.8284 | 1.3522 |
431
+ | 0.3851 | 24.5161 | 760 | 1.8715 | 0.2308 | 1.8715 | 1.3680 |
432
+ | 0.3851 | 24.5806 | 762 | 1.9050 | 0.2424 | 1.9050 | 1.3802 |
433
+ | 0.3851 | 24.6452 | 764 | 1.9275 | 0.2464 | 1.9275 | 1.3884 |
434
+ | 0.3851 | 24.7097 | 766 | 1.9896 | 0.2553 | 1.9896 | 1.4105 |
435
+ | 0.3851 | 24.7742 | 768 | 2.0014 | 0.2553 | 2.0014 | 1.4147 |
436
+ | 0.3851 | 24.8387 | 770 | 1.9816 | 0.2553 | 1.9816 | 1.4077 |
437
+ | 0.3851 | 24.9032 | 772 | 1.9176 | 0.2714 | 1.9176 | 1.3848 |
438
+ | 0.3851 | 24.9677 | 774 | 1.7870 | 0.3235 | 1.7870 | 1.3368 |
439
+ | 0.3851 | 25.0323 | 776 | 1.6761 | 0.3259 | 1.6761 | 1.2946 |
440
+ | 0.3851 | 25.0968 | 778 | 1.6520 | 0.3259 | 1.6520 | 1.2853 |
441
+ | 0.3851 | 25.1613 | 780 | 1.7363 | 0.3382 | 1.7363 | 1.3177 |
442
+ | 0.3851 | 25.2258 | 782 | 1.8837 | 0.2734 | 1.8837 | 1.3725 |
443
+ | 0.3851 | 25.2903 | 784 | 2.0871 | 0.2254 | 2.0871 | 1.4447 |
444
+ | 0.3851 | 25.3548 | 786 | 2.1911 | 0.2254 | 2.1911 | 1.4802 |
445
+ | 0.3851 | 25.4194 | 788 | 2.1347 | 0.2254 | 2.1347 | 1.4611 |
446
+ | 0.3851 | 25.4839 | 790 | 2.0285 | 0.2254 | 2.0285 | 1.4243 |
447
+ | 0.3851 | 25.5484 | 792 | 1.8596 | 0.2899 | 1.8596 | 1.3637 |
448
+ | 0.3851 | 25.6129 | 794 | 1.7701 | 0.3259 | 1.7701 | 1.3305 |
449
+ | 0.3851 | 25.6774 | 796 | 1.7375 | 0.3284 | 1.7375 | 1.3181 |
450
+ | 0.3851 | 25.7419 | 798 | 1.8013 | 0.2774 | 1.8013 | 1.3421 |
451
+ | 0.3851 | 25.8065 | 800 | 1.9531 | 0.2254 | 1.9531 | 1.3975 |
452
+ | 0.3851 | 25.8710 | 802 | 2.1490 | 0.2254 | 2.1490 | 1.4659 |
453
+ | 0.3851 | 25.9355 | 804 | 2.2069 | 0.2254 | 2.2069 | 1.4856 |
454
+ | 0.3851 | 26.0 | 806 | 2.1128 | 0.2254 | 2.1128 | 1.4535 |
455
+ | 0.3851 | 26.0645 | 808 | 1.9965 | 0.2254 | 1.9965 | 1.4130 |
456
+ | 0.3851 | 26.1290 | 810 | 1.8974 | 0.2446 | 1.8974 | 1.3775 |
457
+ | 0.3851 | 26.1935 | 812 | 1.8371 | 0.2754 | 1.8371 | 1.3554 |
458
+ | 0.3851 | 26.2581 | 814 | 1.8316 | 0.2754 | 1.8316 | 1.3534 |
459
+ | 0.3851 | 26.3226 | 816 | 1.8747 | 0.2571 | 1.8747 | 1.3692 |
460
+ | 0.3851 | 26.3871 | 818 | 1.9430 | 0.2411 | 1.9430 | 1.3939 |
461
+ | 0.3851 | 26.4516 | 820 | 2.0594 | 0.2254 | 2.0594 | 1.4351 |
462
+ | 0.3851 | 26.5161 | 822 | 2.0471 | 0.1986 | 2.0471 | 1.4308 |
463
+ | 0.3851 | 26.5806 | 824 | 2.0063 | 0.1986 | 2.0063 | 1.4164 |
464
+ | 0.3851 | 26.6452 | 826 | 1.9294 | 0.2609 | 1.9294 | 1.3890 |
465
+ | 0.3851 | 26.7097 | 828 | 1.8127 | 0.3188 | 1.8127 | 1.3464 |
466
+ | 0.3851 | 26.7742 | 830 | 1.7246 | 0.3433 | 1.7246 | 1.3133 |
467
+ | 0.3851 | 26.8387 | 832 | 1.6977 | 0.3910 | 1.6977 | 1.3030 |
468
+ | 0.3851 | 26.9032 | 834 | 1.7141 | 0.3556 | 1.7141 | 1.3092 |
469
+ | 0.3851 | 26.9677 | 836 | 1.7376 | 0.3212 | 1.7376 | 1.3182 |
470
+ | 0.3851 | 27.0323 | 838 | 1.7401 | 0.3188 | 1.7401 | 1.3191 |
471
+ | 0.3851 | 27.0968 | 840 | 1.7473 | 0.3188 | 1.7473 | 1.3219 |
472
+ | 0.3851 | 27.1613 | 842 | 1.7614 | 0.3188 | 1.7614 | 1.3272 |
473
+ | 0.3851 | 27.2258 | 844 | 1.7366 | 0.3188 | 1.7366 | 1.3178 |
474
+ | 0.3851 | 27.2903 | 846 | 1.7187 | 0.3188 | 1.7187 | 1.3110 |
475
+ | 0.3851 | 27.3548 | 848 | 1.6863 | 0.3188 | 1.6863 | 1.2986 |
476
+ | 0.3851 | 27.4194 | 850 | 1.6965 | 0.3188 | 1.6965 | 1.3025 |
477
+ | 0.3851 | 27.4839 | 852 | 1.7035 | 0.3212 | 1.7035 | 1.3052 |
478
+ | 0.3851 | 27.5484 | 854 | 1.6977 | 0.3212 | 1.6977 | 1.3030 |
479
+ | 0.3851 | 27.6129 | 856 | 1.6636 | 0.3881 | 1.6636 | 1.2898 |
480
+ | 0.3851 | 27.6774 | 858 | 1.6745 | 0.3939 | 1.6746 | 1.2940 |
481
+ | 0.3851 | 27.7419 | 860 | 1.7088 | 0.3382 | 1.7088 | 1.3072 |
482
+ | 0.3851 | 27.8065 | 862 | 1.7536 | 0.3212 | 1.7536 | 1.3242 |
483
+ | 0.3851 | 27.8710 | 864 | 1.8462 | 0.3188 | 1.8462 | 1.3588 |
484
+ | 0.3851 | 27.9355 | 866 | 1.9777 | 0.2411 | 1.9777 | 1.4063 |
485
+ | 0.3851 | 28.0 | 868 | 1.9741 | 0.2411 | 1.9741 | 1.4050 |
486
+ | 0.3851 | 28.0645 | 870 | 1.9051 | 0.2878 | 1.9051 | 1.3803 |
487
+ | 0.3851 | 28.1290 | 872 | 1.7906 | 0.3188 | 1.7906 | 1.3381 |
488
+ | 0.3851 | 28.1935 | 874 | 1.7017 | 0.3212 | 1.7017 | 1.3045 |
489
+ | 0.3851 | 28.2581 | 876 | 1.7167 | 0.3212 | 1.7167 | 1.3102 |
490
+ | 0.3851 | 28.3226 | 878 | 1.8037 | 0.2899 | 1.8037 | 1.3430 |
491
+ | 0.3851 | 28.3871 | 880 | 1.9519 | 0.2714 | 1.9519 | 1.3971 |
492
+ | 0.3851 | 28.4516 | 882 | 2.0564 | 0.2254 | 2.0564 | 1.4340 |
493
+ | 0.3851 | 28.5161 | 884 | 2.0587 | 0.2254 | 2.0587 | 1.4348 |
494
+ | 0.3851 | 28.5806 | 886 | 1.9796 | 0.2553 | 1.9796 | 1.4070 |
495
+ | 0.3851 | 28.6452 | 888 | 1.8566 | 0.2899 | 1.8566 | 1.3626 |
496
+ | 0.3851 | 28.7097 | 890 | 1.7408 | 0.3212 | 1.7408 | 1.3194 |
497
+ | 0.3851 | 28.7742 | 892 | 1.7148 | 0.3212 | 1.7148 | 1.3095 |
498
+ | 0.3851 | 28.8387 | 894 | 1.7640 | 0.2899 | 1.7640 | 1.3281 |
499
+ | 0.3851 | 28.9032 | 896 | 1.8759 | 0.2714 | 1.8759 | 1.3696 |
500
+ | 0.3851 | 28.9677 | 898 | 2.0343 | 0.2098 | 2.0343 | 1.4263 |
501
+ | 0.3851 | 29.0323 | 900 | 2.1589 | 0.1831 | 2.1589 | 1.4693 |
502
+ | 0.3851 | 29.0968 | 902 | 2.1623 | 0.1831 | 2.1623 | 1.4705 |
503
+ | 0.3851 | 29.1613 | 904 | 2.0681 | 0.1986 | 2.0681 | 1.4381 |
504
+ | 0.3851 | 29.2258 | 906 | 1.9607 | 0.2446 | 1.9607 | 1.4003 |
505
+ | 0.3851 | 29.2903 | 908 | 1.8195 | 0.3188 | 1.8195 | 1.3489 |
506
+ | 0.3851 | 29.3548 | 910 | 1.7398 | 0.3504 | 1.7398 | 1.3190 |
507
+ | 0.3851 | 29.4194 | 912 | 1.6887 | 0.3504 | 1.6887 | 1.2995 |
508
+ | 0.3851 | 29.4839 | 914 | 1.7070 | 0.3504 | 1.7070 | 1.3065 |
509
+ | 0.3851 | 29.5484 | 916 | 1.7523 | 0.3188 | 1.7523 | 1.3237 |
510
+ | 0.3851 | 29.6129 | 918 | 1.8281 | 0.2878 | 1.8281 | 1.3521 |
511
+ | 0.3851 | 29.6774 | 920 | 1.9435 | 0.2553 | 1.9435 | 1.3941 |
512
+ | 0.3851 | 29.7419 | 922 | 2.0865 | 0.1986 | 2.0865 | 1.4445 |
513
+ | 0.3851 | 29.8065 | 924 | 2.1188 | 0.1986 | 2.1188 | 1.4556 |
514
+ | 0.3851 | 29.8710 | 926 | 2.1222 | 0.1986 | 2.1222 | 1.4568 |
515
+ | 0.3851 | 29.9355 | 928 | 2.1113 | 0.1986 | 2.1113 | 1.4530 |
516
+ | 0.3851 | 30.0 | 930 | 2.0975 | 0.1986 | 2.0975 | 1.4483 |
517
+ | 0.3851 | 30.0645 | 932 | 2.0308 | 0.2143 | 2.0308 | 1.4251 |
518
+ | 0.3851 | 30.1290 | 934 | 1.9059 | 0.2571 | 1.9059 | 1.3806 |
519
+ | 0.3851 | 30.1935 | 936 | 1.7633 | 0.3358 | 1.7633 | 1.3279 |
520
+ | 0.3851 | 30.2581 | 938 | 1.6318 | 0.3582 | 1.6318 | 1.2774 |
521
+ | 0.3851 | 30.3226 | 940 | 1.5949 | 0.3582 | 1.5949 | 1.2629 |
522
+ | 0.3851 | 30.3871 | 942 | 1.6057 | 0.3704 | 1.6057 | 1.2671 |
523
+ | 0.3851 | 30.4516 | 944 | 1.6307 | 0.3704 | 1.6307 | 1.2770 |
524
+ | 0.3851 | 30.5161 | 946 | 1.6623 | 0.3556 | 1.6623 | 1.2893 |
525
+ | 0.3851 | 30.5806 | 948 | 1.7161 | 0.3188 | 1.7161 | 1.3100 |
526
+ | 0.3851 | 30.6452 | 950 | 1.8155 | 0.3188 | 1.8155 | 1.3474 |
527
+ | 0.3851 | 30.7097 | 952 | 1.9382 | 0.2302 | 1.9382 | 1.3922 |
528
+ | 0.3851 | 30.7742 | 954 | 2.0292 | 0.2143 | 2.0292 | 1.4245 |
529
+ | 0.3851 | 30.8387 | 956 | 2.0537 | 0.2143 | 2.0537 | 1.4331 |
530
+ | 0.3851 | 30.9032 | 958 | 2.0305 | 0.2143 | 2.0305 | 1.4250 |
531
+ | 0.3851 | 30.9677 | 960 | 1.9803 | 0.2143 | 1.9803 | 1.4072 |
532
+ | 0.3851 | 31.0323 | 962 | 1.8874 | 0.2302 | 1.8874 | 1.3738 |
533
+ | 0.3851 | 31.0968 | 964 | 1.7983 | 0.3188 | 1.7983 | 1.3410 |
534
+ | 0.3851 | 31.1613 | 966 | 1.7302 | 0.3188 | 1.7302 | 1.3154 |
535
+ | 0.3851 | 31.2258 | 968 | 1.7027 | 0.3188 | 1.7027 | 1.3049 |
536
+ | 0.3851 | 31.2903 | 970 | 1.7191 | 0.3188 | 1.7191 | 1.3111 |
537
+ | 0.3851 | 31.3548 | 972 | 1.7634 | 0.3188 | 1.7634 | 1.3279 |
538
+ | 0.3851 | 31.4194 | 974 | 1.7970 | 0.3188 | 1.7970 | 1.3405 |
539
+ | 0.3851 | 31.4839 | 976 | 1.8505 | 0.2571 | 1.8505 | 1.3603 |
540
+ | 0.3851 | 31.5484 | 978 | 1.9581 | 0.2411 | 1.9581 | 1.3993 |
541
+ | 0.3851 | 31.6129 | 980 | 2.0181 | 0.1986 | 2.0181 | 1.4206 |
542
+ | 0.3851 | 31.6774 | 982 | 2.0017 | 0.2143 | 2.0017 | 1.4148 |
543
+ | 0.3851 | 31.7419 | 984 | 1.9183 | 0.2302 | 1.9183 | 1.3850 |
544
+ | 0.3851 | 31.8065 | 986 | 1.8265 | 0.2878 | 1.8265 | 1.3515 |
545
+ | 0.3851 | 31.8710 | 988 | 1.7268 | 0.3188 | 1.7268 | 1.3141 |
546
+ | 0.3851 | 31.9355 | 990 | 1.6718 | 0.3407 | 1.6718 | 1.2930 |
547
+ | 0.3851 | 32.0 | 992 | 1.6975 | 0.3407 | 1.6975 | 1.3029 |
548
+ | 0.3851 | 32.0645 | 994 | 1.7627 | 0.2878 | 1.7627 | 1.3277 |
549
+ | 0.3851 | 32.1290 | 996 | 1.8300 | 0.2609 | 1.8300 | 1.3528 |
550
+ | 0.3851 | 32.1935 | 998 | 1.9000 | 0.2609 | 1.9000 | 1.3784 |
551
+ | 0.0616 | 32.2581 | 1000 | 1.8946 | 0.2609 | 1.8946 | 1.3765 |
552
+ | 0.0616 | 32.3226 | 1002 | 1.8160 | 0.2920 | 1.8160 | 1.3476 |
553
+ | 0.0616 | 32.3871 | 1004 | 1.7225 | 0.3459 | 1.7225 | 1.3125 |
554
+ | 0.0616 | 32.4516 | 1006 | 1.6384 | 0.3594 | 1.6384 | 1.2800 |
555
+ | 0.0616 | 32.5161 | 1008 | 1.6014 | 0.3876 | 1.6014 | 1.2655 |
556
+ | 0.0616 | 32.5806 | 1010 | 1.6046 | 0.4154 | 1.6046 | 1.2667 |
557
+ | 0.0616 | 32.6452 | 1012 | 1.6343 | 0.3731 | 1.6343 | 1.2784 |
558
+ | 0.0616 | 32.7097 | 1014 | 1.6692 | 0.3188 | 1.6692 | 1.2920 |
559
+ | 0.0616 | 32.7742 | 1016 | 1.7105 | 0.3188 | 1.7105 | 1.3078 |
560
+ | 0.0616 | 32.8387 | 1018 | 1.7324 | 0.3188 | 1.7324 | 1.3162 |
561
+ | 0.0616 | 32.9032 | 1020 | 1.8041 | 0.2878 | 1.8041 | 1.3432 |
562
+ | 0.0616 | 32.9677 | 1022 | 1.8569 | 0.2878 | 1.8569 | 1.3627 |
563
+ | 0.0616 | 33.0323 | 1024 | 1.8627 | 0.2878 | 1.8627 | 1.3648 |
564
+ | 0.0616 | 33.0968 | 1026 | 1.7730 | 0.2878 | 1.7730 | 1.3316 |
565
+ | 0.0616 | 33.1613 | 1028 | 1.7440 | 0.2878 | 1.7440 | 1.3206 |
566
+ | 0.0616 | 33.2258 | 1030 | 1.7261 | 0.3188 | 1.7261 | 1.3138 |
567
+ | 0.0616 | 33.2903 | 1032 | 1.7899 | 0.2878 | 1.7899 | 1.3379 |
568
+ | 0.0616 | 33.3548 | 1034 | 1.8362 | 0.2878 | 1.8362 | 1.3551 |
569
+ | 0.0616 | 33.4194 | 1036 | 1.7928 | 0.2878 | 1.7928 | 1.3390 |
570
+ | 0.0616 | 33.4839 | 1038 | 1.7829 | 0.2878 | 1.7829 | 1.3353 |
571
+ | 0.0616 | 33.5484 | 1040 | 1.7956 | 0.2878 | 1.7956 | 1.3400 |
572
+ | 0.0616 | 33.6129 | 1042 | 1.8196 | 0.2878 | 1.8196 | 1.3489 |
573
+ | 0.0616 | 33.6774 | 1044 | 1.7953 | 0.3188 | 1.7953 | 1.3399 |
574
+ | 0.0616 | 33.7419 | 1046 | 1.7757 | 0.3188 | 1.7757 | 1.3326 |
575
+ | 0.0616 | 33.8065 | 1048 | 1.7790 | 0.3188 | 1.7790 | 1.3338 |
576
+ | 0.0616 | 33.8710 | 1050 | 1.8738 | 0.2878 | 1.8738 | 1.3689 |
577
+ | 0.0616 | 33.9355 | 1052 | 1.9977 | 0.2411 | 1.9977 | 1.4134 |
578
+ | 0.0616 | 34.0 | 1054 | 2.1065 | 0.2254 | 2.1065 | 1.4514 |
579
+ | 0.0616 | 34.0645 | 1056 | 2.1176 | 0.2254 | 2.1176 | 1.4552 |
580
+ | 0.0616 | 34.1290 | 1058 | 2.1217 | 0.2254 | 2.1217 | 1.4566 |
581
+ | 0.0616 | 34.1935 | 1060 | 2.1378 | 0.2254 | 2.1378 | 1.4621 |
582
 
583
 
584
  ### Framework versions