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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k16_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k15_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k15_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: 1.0702
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- - Qwk: 0.2942
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- - Mse: 1.0702
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- - Rmse: 1.0345
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  ## Model description
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@@ -47,522 +47,325 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0267 | 2 | 4.9191 | -0.0020 | 4.9191 | 2.2179 |
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- | No log | 0.0533 | 4 | 2.7383 | -0.0559 | 2.7383 | 1.6548 |
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- | No log | 0.08 | 6 | 2.1395 | -0.0233 | 2.1395 | 1.4627 |
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- | No log | 0.1067 | 8 | 1.6799 | 0.0372 | 1.6799 | 1.2961 |
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- | No log | 0.1333 | 10 | 1.2821 | 0.0587 | 1.2821 | 1.1323 |
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- | No log | 0.16 | 12 | 1.1459 | 0.2619 | 1.1459 | 1.0705 |
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- | No log | 0.1867 | 14 | 1.5403 | 0.0538 | 1.5403 | 1.2411 |
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- | No log | 0.2133 | 16 | 1.6112 | 0.0227 | 1.6112 | 1.2693 |
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- | No log | 0.24 | 18 | 1.2891 | 0.0426 | 1.2891 | 1.1354 |
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- | No log | 0.2667 | 20 | 1.1353 | 0.2491 | 1.1353 | 1.0655 |
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- | No log | 0.2933 | 22 | 1.0674 | 0.3087 | 1.0674 | 1.0331 |
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- | No log | 0.32 | 24 | 1.0818 | 0.2386 | 1.0818 | 1.0401 |
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- | No log | 0.3467 | 26 | 1.0870 | 0.2386 | 1.0870 | 1.0426 |
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- | No log | 0.3733 | 28 | 1.0868 | 0.2735 | 1.0868 | 1.0425 |
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- | No log | 0.4 | 30 | 1.2112 | 0.2439 | 1.2112 | 1.1005 |
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- | No log | 0.4267 | 32 | 1.4295 | 0.0915 | 1.4295 | 1.1956 |
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- | No log | 0.4533 | 34 | 1.5255 | 0.1251 | 1.5255 | 1.2351 |
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- | No log | 0.48 | 36 | 1.7835 | 0.1477 | 1.7835 | 1.3355 |
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- | No log | 0.5067 | 38 | 1.8034 | 0.2007 | 1.8034 | 1.3429 |
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- | No log | 0.5333 | 40 | 1.6465 | 0.0575 | 1.6465 | 1.2832 |
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- | No log | 0.56 | 42 | 1.3730 | 0.0776 | 1.3730 | 1.1718 |
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- | No log | 0.5867 | 44 | 1.1924 | 0.2298 | 1.1924 | 1.0920 |
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- | No log | 0.6133 | 46 | 1.1050 | 0.3183 | 1.1050 | 1.0512 |
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- | No log | 0.64 | 48 | 1.2856 | 0.1438 | 1.2856 | 1.1339 |
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- | No log | 0.6667 | 50 | 1.2937 | 0.1495 | 1.2937 | 1.1374 |
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- | No log | 0.6933 | 52 | 1.2960 | 0.1875 | 1.2960 | 1.1384 |
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- | No log | 0.72 | 54 | 1.0719 | 0.3447 | 1.0719 | 1.0353 |
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- | No log | 0.7467 | 56 | 0.9432 | 0.4056 | 0.9432 | 0.9712 |
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- | No log | 0.7733 | 58 | 1.0739 | 0.3009 | 1.0739 | 1.0363 |
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- | No log | 0.8 | 60 | 1.4630 | 0.1501 | 1.4630 | 1.2096 |
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- | No log | 0.8267 | 62 | 1.7576 | 0.1456 | 1.7576 | 1.3257 |
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- | No log | 0.8533 | 64 | 1.5704 | 0.1298 | 1.5704 | 1.2531 |
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- | No log | 0.88 | 66 | 1.2827 | 0.3108 | 1.2827 | 1.1325 |
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- | No log | 0.9067 | 68 | 0.9780 | 0.4094 | 0.9780 | 0.9889 |
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- | No log | 0.9333 | 70 | 0.9738 | 0.4235 | 0.9738 | 0.9868 |
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- | No log | 0.96 | 72 | 1.1418 | 0.4259 | 1.1418 | 1.0685 |
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- | No log | 0.9867 | 74 | 1.7584 | 0.2554 | 1.7584 | 1.3260 |
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- | No log | 1.0133 | 76 | 1.9577 | 0.2406 | 1.9577 | 1.3992 |
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- | No log | 1.04 | 78 | 1.6028 | 0.3049 | 1.6028 | 1.2660 |
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- | No log | 1.0667 | 80 | 1.2771 | 0.3462 | 1.2771 | 1.1301 |
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- | No log | 1.0933 | 82 | 1.0146 | 0.3797 | 1.0146 | 1.0073 |
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- | No log | 1.12 | 84 | 0.9796 | 0.4105 | 0.9796 | 0.9897 |
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- | No log | 1.1467 | 86 | 1.0117 | 0.3338 | 1.0117 | 1.0058 |
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- | No log | 1.1733 | 88 | 1.1433 | 0.2613 | 1.1433 | 1.0693 |
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- | No log | 1.2 | 90 | 1.2913 | 0.2471 | 1.2913 | 1.1364 |
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- | No log | 1.2267 | 92 | 1.2648 | 0.2512 | 1.2648 | 1.1246 |
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- | No log | 1.2533 | 94 | 1.2149 | 0.2763 | 1.2149 | 1.1022 |
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- | No log | 1.28 | 96 | 1.1836 | 0.3742 | 1.1836 | 1.0880 |
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- | No log | 1.3067 | 98 | 1.2866 | 0.3745 | 1.2866 | 1.1343 |
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- | No log | 1.3333 | 100 | 1.3911 | 0.3387 | 1.3911 | 1.1795 |
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- | No log | 1.3600 | 102 | 1.2685 | 0.4105 | 1.2685 | 1.1263 |
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- | No log | 1.3867 | 104 | 1.0882 | 0.3323 | 1.0882 | 1.0432 |
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- | No log | 1.4133 | 106 | 1.0135 | 0.3708 | 1.0135 | 1.0067 |
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- | No log | 1.44 | 108 | 1.0927 | 0.3351 | 1.0927 | 1.0453 |
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- | No log | 1.4667 | 110 | 1.5395 | 0.3173 | 1.5395 | 1.2407 |
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- | No log | 1.4933 | 112 | 1.7908 | 0.2146 | 1.7908 | 1.3382 |
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- | No log | 1.52 | 114 | 1.5502 | 0.3070 | 1.5502 | 1.2451 |
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- | No log | 1.5467 | 116 | 1.2245 | 0.2969 | 1.2245 | 1.1066 |
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- | No log | 1.5733 | 118 | 1.2282 | 0.2822 | 1.2282 | 1.1082 |
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- | No log | 1.6 | 120 | 1.3542 | 0.2606 | 1.3542 | 1.1637 |
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- | No log | 1.6267 | 122 | 1.6517 | 0.1960 | 1.6517 | 1.2852 |
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- | No log | 1.6533 | 124 | 1.6443 | 0.1960 | 1.6443 | 1.2823 |
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- | No log | 1.6800 | 126 | 1.5280 | 0.1585 | 1.5280 | 1.2361 |
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- | No log | 1.7067 | 128 | 1.5424 | 0.1901 | 1.5424 | 1.2419 |
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- | No log | 1.7333 | 130 | 1.4673 | 0.1707 | 1.4673 | 1.2113 |
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- | No log | 1.76 | 132 | 1.2557 | 0.2739 | 1.2557 | 1.1206 |
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- | No log | 1.7867 | 134 | 1.2490 | 0.2863 | 1.2490 | 1.1176 |
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- | No log | 1.8133 | 136 | 1.4502 | 0.3152 | 1.4502 | 1.2042 |
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- | No log | 1.8400 | 138 | 1.7947 | 0.1874 | 1.7947 | 1.3397 |
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- | No log | 1.8667 | 140 | 1.4718 | 0.3204 | 1.4718 | 1.2132 |
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- | No log | 1.8933 | 142 | 1.1243 | 0.2566 | 1.1243 | 1.0603 |
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- | No log | 1.92 | 144 | 1.1833 | 0.2155 | 1.1833 | 1.0878 |
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- | No log | 1.9467 | 146 | 1.1564 | 0.1966 | 1.1564 | 1.0754 |
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- | No log | 1.9733 | 148 | 1.1188 | 0.2815 | 1.1188 | 1.0577 |
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- | No log | 2.0 | 150 | 1.3116 | 0.3231 | 1.3116 | 1.1453 |
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- | No log | 2.0267 | 152 | 1.2709 | 0.2864 | 1.2709 | 1.1274 |
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- | No log | 2.0533 | 154 | 1.1973 | 0.2380 | 1.1973 | 1.0942 |
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- | No log | 2.08 | 156 | 1.1966 | 0.2511 | 1.1966 | 1.0939 |
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- | No log | 2.1067 | 158 | 1.3702 | 0.3108 | 1.3702 | 1.1705 |
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- | No log | 2.1333 | 160 | 1.3398 | 0.3363 | 1.3398 | 1.1575 |
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- | No log | 2.16 | 162 | 1.3540 | 0.3277 | 1.3540 | 1.1636 |
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- | No log | 2.1867 | 164 | 1.3462 | 0.3277 | 1.3462 | 1.1603 |
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- | No log | 2.2133 | 166 | 1.2165 | 0.2524 | 1.2165 | 1.1030 |
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- | No log | 2.24 | 168 | 1.3222 | 0.3621 | 1.3222 | 1.1499 |
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- | No log | 2.2667 | 170 | 1.2974 | 0.3621 | 1.2974 | 1.1390 |
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- | No log | 2.2933 | 172 | 1.1715 | 0.2832 | 1.1715 | 1.0824 |
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- | No log | 2.32 | 174 | 1.0949 | 0.2550 | 1.0949 | 1.0464 |
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- | No log | 2.3467 | 176 | 1.0472 | 0.3699 | 1.0472 | 1.0233 |
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- | No log | 2.3733 | 178 | 1.0386 | 0.3282 | 1.0386 | 1.0191 |
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- | No log | 2.4 | 180 | 1.2139 | 0.3512 | 1.2139 | 1.1018 |
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- | No log | 2.4267 | 182 | 1.8219 | 0.1987 | 1.8219 | 1.3498 |
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- | No log | 2.4533 | 184 | 2.3026 | 0.1069 | 2.3026 | 1.5174 |
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- | No log | 2.48 | 186 | 2.2016 | 0.1438 | 2.2016 | 1.4838 |
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- | No log | 2.5067 | 188 | 1.6780 | 0.2966 | 1.6780 | 1.2954 |
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- | No log | 2.5333 | 190 | 1.1542 | 0.3757 | 1.1542 | 1.0743 |
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- | No log | 2.56 | 192 | 1.0663 | 0.3643 | 1.0663 | 1.0326 |
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- | No log | 2.5867 | 194 | 1.0671 | 0.3816 | 1.0671 | 1.0330 |
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- | No log | 2.6133 | 196 | 1.0330 | 0.2485 | 1.0330 | 1.0164 |
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- | No log | 2.64 | 198 | 1.1233 | 0.375 | 1.1233 | 1.0598 |
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- | No log | 2.6667 | 200 | 1.2423 | 0.3471 | 1.2423 | 1.1146 |
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- | No log | 2.6933 | 202 | 1.2273 | 0.3601 | 1.2273 | 1.1078 |
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- | No log | 2.7200 | 204 | 1.1104 | 0.2939 | 1.1104 | 1.0538 |
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- | No log | 2.7467 | 206 | 1.0525 | 0.2296 | 1.0525 | 1.0259 |
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- | No log | 2.7733 | 208 | 1.0558 | 0.2562 | 1.0558 | 1.0275 |
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- | No log | 2.8 | 210 | 1.0562 | 0.3018 | 1.0562 | 1.0277 |
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- | No log | 2.8267 | 212 | 1.1414 | 0.3546 | 1.1414 | 1.0684 |
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- | No log | 2.8533 | 214 | 1.3829 | 0.3184 | 1.3829 | 1.1760 |
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- | No log | 2.88 | 216 | 1.6447 | 0.2221 | 1.6447 | 1.2825 |
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- | No log | 2.9067 | 218 | 1.7555 | 0.1941 | 1.7555 | 1.3249 |
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- | No log | 2.9333 | 220 | 1.5231 | 0.2459 | 1.5231 | 1.2341 |
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- | No log | 2.96 | 222 | 1.2377 | 0.3238 | 1.2377 | 1.1125 |
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- | No log | 2.9867 | 224 | 1.1934 | 0.2825 | 1.1934 | 1.0924 |
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- | No log | 3.0133 | 226 | 1.1696 | 0.3106 | 1.1696 | 1.0815 |
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- | No log | 3.04 | 228 | 1.2664 | 0.3207 | 1.2664 | 1.1254 |
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- | No log | 3.0667 | 230 | 1.4399 | 0.2155 | 1.4399 | 1.2000 |
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- | No log | 3.0933 | 232 | 1.4432 | 0.2155 | 1.4432 | 1.2013 |
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- | No log | 3.12 | 234 | 1.2633 | 0.3144 | 1.2633 | 1.1240 |
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- | No log | 3.1467 | 236 | 1.1011 | 0.2417 | 1.1011 | 1.0493 |
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- | No log | 3.1733 | 238 | 1.0648 | 0.1904 | 1.0648 | 1.0319 |
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- | No log | 3.2 | 240 | 1.0578 | 0.2364 | 1.0578 | 1.0285 |
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- | No log | 3.2267 | 242 | 1.0744 | 0.2319 | 1.0744 | 1.0365 |
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- | No log | 3.2533 | 244 | 1.0422 | 0.2515 | 1.0422 | 1.0209 |
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- | No log | 3.2800 | 246 | 1.0217 | 0.2416 | 1.0217 | 1.0108 |
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- | No log | 3.3067 | 248 | 1.0164 | 0.2520 | 1.0164 | 1.0082 |
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- | No log | 3.3333 | 250 | 1.0178 | 0.2528 | 1.0178 | 1.0089 |
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- | No log | 3.36 | 252 | 1.0334 | 0.2747 | 1.0334 | 1.0166 |
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- | No log | 3.3867 | 254 | 1.1679 | 0.3471 | 1.1679 | 1.0807 |
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- | No log | 3.4133 | 256 | 1.3248 | 0.3249 | 1.3248 | 1.1510 |
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- | No log | 3.44 | 258 | 1.3082 | 0.3525 | 1.3082 | 1.1437 |
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- | No log | 3.4667 | 260 | 1.0896 | 0.3887 | 1.0896 | 1.0438 |
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- | No log | 3.4933 | 262 | 0.9768 | 0.3525 | 0.9768 | 0.9884 |
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- | No log | 3.52 | 264 | 1.0052 | 0.3268 | 1.0052 | 1.0026 |
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- | No log | 3.5467 | 266 | 1.0111 | 0.3021 | 1.0111 | 1.0055 |
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- | No log | 3.5733 | 268 | 0.9792 | 0.2946 | 0.9792 | 0.9895 |
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- | No log | 3.6 | 270 | 0.9940 | 0.2572 | 0.9940 | 0.9970 |
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- | No log | 3.6267 | 272 | 1.1038 | 0.3877 | 1.1038 | 1.0506 |
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- | No log | 3.6533 | 274 | 1.3739 | 0.3516 | 1.3739 | 1.1721 |
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- | No log | 3.68 | 276 | 1.5190 | 0.3164 | 1.5190 | 1.2325 |
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- | No log | 3.7067 | 278 | 1.4529 | 0.3002 | 1.4529 | 1.2054 |
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- | No log | 3.7333 | 280 | 1.2603 | 0.3611 | 1.2603 | 1.1226 |
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- | No log | 3.76 | 282 | 1.0652 | 0.3276 | 1.0652 | 1.0321 |
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- | No log | 3.7867 | 284 | 1.0241 | 0.2627 | 1.0241 | 1.0120 |
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- | No log | 3.8133 | 286 | 1.0557 | 0.3635 | 1.0557 | 1.0275 |
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- | No log | 3.84 | 288 | 1.0633 | 0.3545 | 1.0633 | 1.0312 |
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- | No log | 3.8667 | 290 | 1.0626 | 0.2831 | 1.0626 | 1.0308 |
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- | No log | 3.8933 | 292 | 1.1260 | 0.3255 | 1.1260 | 1.0611 |
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- | No log | 3.92 | 294 | 1.2534 | 0.3348 | 1.2534 | 1.1195 |
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- | No log | 3.9467 | 296 | 1.2732 | 0.3108 | 1.2732 | 1.1284 |
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- | No log | 3.9733 | 298 | 1.1541 | 0.3918 | 1.1541 | 1.0743 |
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- | No log | 4.0 | 300 | 1.0624 | 0.2892 | 1.0624 | 1.0307 |
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- | No log | 4.0267 | 302 | 1.0361 | 0.2394 | 1.0361 | 1.0179 |
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- | No log | 4.0533 | 304 | 1.0495 | 0.2462 | 1.0495 | 1.0245 |
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- | No log | 4.08 | 306 | 1.1149 | 0.2432 | 1.1149 | 1.0559 |
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- | No log | 4.1067 | 308 | 1.2909 | 0.3435 | 1.2909 | 1.1362 |
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- | No log | 4.1333 | 310 | 1.3836 | 0.2474 | 1.3836 | 1.1762 |
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- | No log | 4.16 | 312 | 1.3380 | 0.2863 | 1.3380 | 1.1567 |
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- | No log | 4.1867 | 314 | 1.1952 | 0.3672 | 1.1952 | 1.0933 |
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- | No log | 4.2133 | 316 | 1.1151 | 0.2239 | 1.1151 | 1.0560 |
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- | No log | 4.24 | 318 | 1.1151 | 0.2845 | 1.1151 | 1.0560 |
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- | No log | 4.2667 | 320 | 1.1339 | 0.2526 | 1.1339 | 1.0649 |
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- | No log | 4.2933 | 322 | 1.2065 | 0.3297 | 1.2065 | 1.0984 |
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- | No log | 4.32 | 324 | 1.2365 | 0.2081 | 1.2365 | 1.1120 |
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- | No log | 4.3467 | 326 | 1.1974 | 0.2403 | 1.1974 | 1.0943 |
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- | No log | 4.3733 | 328 | 1.0900 | 0.2966 | 1.0900 | 1.0440 |
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- | No log | 4.4 | 330 | 1.0609 | 0.3210 | 1.0609 | 1.0300 |
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- | No log | 4.4267 | 332 | 1.0596 | 0.2229 | 1.0596 | 1.0294 |
218
- | No log | 4.4533 | 334 | 1.0714 | 0.2229 | 1.0714 | 1.0351 |
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- | No log | 4.48 | 336 | 1.0980 | 0.2919 | 1.0980 | 1.0478 |
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- | No log | 4.5067 | 338 | 1.1296 | 0.2804 | 1.1296 | 1.0628 |
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- | No log | 4.5333 | 340 | 1.1255 | 0.2804 | 1.1255 | 1.0609 |
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- | No log | 4.5600 | 342 | 1.0699 | 0.3293 | 1.0699 | 1.0343 |
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- | No log | 4.5867 | 344 | 1.0159 | 0.3590 | 1.0159 | 1.0079 |
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- | No log | 4.6133 | 346 | 0.9912 | 0.3590 | 0.9912 | 0.9956 |
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- | No log | 4.64 | 348 | 0.9701 | 0.2968 | 0.9701 | 0.9849 |
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- | No log | 4.6667 | 350 | 1.0397 | 0.3157 | 1.0397 | 1.0196 |
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- | No log | 4.6933 | 352 | 1.0879 | 0.3790 | 1.0879 | 1.0430 |
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- | No log | 4.72 | 354 | 1.1314 | 0.3521 | 1.1314 | 1.0637 |
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- | No log | 4.7467 | 356 | 1.1084 | 0.3321 | 1.1084 | 1.0528 |
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- | No log | 4.7733 | 358 | 1.0475 | 0.3758 | 1.0475 | 1.0235 |
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- | No log | 4.8 | 360 | 1.0592 | 0.3186 | 1.0592 | 1.0292 |
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- | No log | 4.8267 | 362 | 1.0602 | 0.3186 | 1.0602 | 1.0296 |
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- | No log | 4.8533 | 364 | 1.0653 | 0.2523 | 1.0653 | 1.0321 |
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- | No log | 4.88 | 366 | 1.0712 | 0.2539 | 1.0713 | 1.0350 |
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- | No log | 4.9067 | 368 | 1.0311 | 0.2409 | 1.0311 | 1.0154 |
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- | No log | 4.9333 | 370 | 1.0078 | 0.2409 | 1.0078 | 1.0039 |
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- | No log | 4.96 | 372 | 1.0111 | 0.2814 | 1.0111 | 1.0055 |
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- | No log | 4.9867 | 374 | 1.0948 | 0.2913 | 1.0948 | 1.0463 |
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- | No log | 5.0133 | 376 | 1.1927 | 0.2984 | 1.1927 | 1.0921 |
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- | No log | 5.04 | 378 | 1.1589 | 0.2912 | 1.1589 | 1.0765 |
241
- | No log | 5.0667 | 380 | 1.0708 | 0.2417 | 1.0708 | 1.0348 |
242
- | No log | 5.0933 | 382 | 1.0415 | 0.2610 | 1.0415 | 1.0206 |
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- | No log | 5.12 | 384 | 1.0511 | 0.2528 | 1.0511 | 1.0252 |
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- | No log | 5.1467 | 386 | 1.0495 | 0.2322 | 1.0495 | 1.0245 |
245
- | No log | 5.1733 | 388 | 1.0767 | 0.2113 | 1.0767 | 1.0376 |
246
- | No log | 5.2 | 390 | 1.1537 | 0.1927 | 1.1537 | 1.0741 |
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- | No log | 5.2267 | 392 | 1.2346 | 0.2473 | 1.2346 | 1.1111 |
248
- | No log | 5.2533 | 394 | 1.2304 | 0.2473 | 1.2304 | 1.1092 |
249
- | No log | 5.28 | 396 | 1.2245 | 0.2825 | 1.2245 | 1.1066 |
250
- | No log | 5.3067 | 398 | 1.2616 | 0.2473 | 1.2616 | 1.1232 |
251
- | No log | 5.3333 | 400 | 1.3257 | 0.2554 | 1.3257 | 1.1514 |
252
- | No log | 5.36 | 402 | 1.3413 | 0.2544 | 1.3413 | 1.1582 |
253
- | No log | 5.3867 | 404 | 1.3717 | 0.2589 | 1.3717 | 1.1712 |
254
- | No log | 5.4133 | 406 | 1.3239 | 0.2473 | 1.3239 | 1.1506 |
255
- | No log | 5.44 | 408 | 1.1691 | 0.2328 | 1.1691 | 1.0812 |
256
- | No log | 5.4667 | 410 | 1.1071 | 0.2331 | 1.1071 | 1.0522 |
257
- | No log | 5.4933 | 412 | 1.1145 | 0.2404 | 1.1145 | 1.0557 |
258
- | No log | 5.52 | 414 | 1.1519 | 0.1500 | 1.1519 | 1.0733 |
259
- | No log | 5.5467 | 416 | 1.1716 | 0.1829 | 1.1716 | 1.0824 |
260
- | No log | 5.5733 | 418 | 1.1397 | 0.1913 | 1.1397 | 1.0676 |
261
- | No log | 5.6 | 420 | 1.0802 | 0.2765 | 1.0802 | 1.0393 |
262
- | No log | 5.6267 | 422 | 1.0629 | 0.2765 | 1.0629 | 1.0310 |
263
- | No log | 5.6533 | 424 | 1.0479 | 0.2502 | 1.0479 | 1.0237 |
264
- | No log | 5.68 | 426 | 1.0407 | 0.2942 | 1.0407 | 1.0201 |
265
- | No log | 5.7067 | 428 | 1.1092 | 0.2485 | 1.1092 | 1.0532 |
266
- | No log | 5.7333 | 430 | 1.1745 | 0.2816 | 1.1745 | 1.0837 |
267
- | No log | 5.76 | 432 | 1.1270 | 0.2572 | 1.1270 | 1.0616 |
268
- | No log | 5.7867 | 434 | 1.0551 | 0.2253 | 1.0551 | 1.0272 |
269
- | No log | 5.8133 | 436 | 1.0585 | 0.2627 | 1.0585 | 1.0288 |
270
- | No log | 5.84 | 438 | 1.0666 | 0.2883 | 1.0666 | 1.0328 |
271
- | No log | 5.8667 | 440 | 1.0362 | 0.2903 | 1.0362 | 1.0179 |
272
- | No log | 5.8933 | 442 | 1.0621 | 0.1822 | 1.0621 | 1.0306 |
273
- | No log | 5.92 | 444 | 1.1124 | 0.2871 | 1.1124 | 1.0547 |
274
- | No log | 5.9467 | 446 | 1.0964 | 0.2069 | 1.0964 | 1.0471 |
275
- | No log | 5.9733 | 448 | 1.0699 | 0.1444 | 1.0699 | 1.0344 |
276
- | No log | 6.0 | 450 | 1.0612 | 0.2188 | 1.0612 | 1.0301 |
277
- | No log | 6.0267 | 452 | 1.0764 | 0.2402 | 1.0764 | 1.0375 |
278
- | No log | 6.0533 | 454 | 1.0830 | 0.2113 | 1.0830 | 1.0407 |
279
- | No log | 6.08 | 456 | 1.0665 | 0.2409 | 1.0665 | 1.0327 |
280
- | No log | 6.1067 | 458 | 1.0603 | 0.2057 | 1.0603 | 1.0297 |
281
- | No log | 6.1333 | 460 | 1.0498 | 0.1960 | 1.0498 | 1.0246 |
282
- | No log | 6.16 | 462 | 1.0629 | 0.1960 | 1.0629 | 1.0310 |
283
- | No log | 6.1867 | 464 | 1.0731 | 0.1967 | 1.0731 | 1.0359 |
284
- | No log | 6.2133 | 466 | 1.0513 | 0.1960 | 1.0513 | 1.0253 |
285
- | No log | 6.24 | 468 | 1.0305 | 0.2283 | 1.0305 | 1.0152 |
286
- | No log | 6.2667 | 470 | 1.0387 | 0.3043 | 1.0387 | 1.0192 |
287
- | No log | 6.2933 | 472 | 1.0612 | 0.3134 | 1.0612 | 1.0301 |
288
- | No log | 6.32 | 474 | 1.0281 | 0.3136 | 1.0281 | 1.0139 |
289
- | No log | 6.3467 | 476 | 0.9973 | 0.3463 | 0.9973 | 0.9986 |
290
- | No log | 6.3733 | 478 | 1.0172 | 0.2310 | 1.0172 | 1.0086 |
291
- | No log | 6.4 | 480 | 1.1138 | 0.3267 | 1.1138 | 1.0554 |
292
- | No log | 6.4267 | 482 | 1.1667 | 0.3535 | 1.1667 | 1.0802 |
293
- | No log | 6.4533 | 484 | 1.1175 | 0.3007 | 1.1175 | 1.0571 |
294
- | No log | 6.48 | 486 | 1.0946 | 0.3280 | 1.0946 | 1.0462 |
295
- | No log | 6.5067 | 488 | 1.0270 | 0.2877 | 1.0270 | 1.0134 |
296
- | No log | 6.5333 | 490 | 1.0191 | 0.2812 | 1.0191 | 1.0095 |
297
- | No log | 6.5600 | 492 | 1.0297 | 0.2950 | 1.0297 | 1.0148 |
298
- | No log | 6.5867 | 494 | 1.0330 | 0.2950 | 1.0330 | 1.0164 |
299
- | No log | 6.6133 | 496 | 1.0373 | 0.2424 | 1.0373 | 1.0185 |
300
- | No log | 6.64 | 498 | 1.0688 | 0.2306 | 1.0688 | 1.0338 |
301
- | 0.3647 | 6.6667 | 500 | 1.1329 | 0.1889 | 1.1329 | 1.0644 |
302
- | 0.3647 | 6.6933 | 502 | 1.1075 | 0.2233 | 1.1075 | 1.0524 |
303
- | 0.3647 | 6.72 | 504 | 1.0704 | 0.2669 | 1.0704 | 1.0346 |
304
- | 0.3647 | 6.7467 | 506 | 1.0923 | 0.2718 | 1.0923 | 1.0451 |
305
- | 0.3647 | 6.7733 | 508 | 1.1025 | 0.3237 | 1.1025 | 1.0500 |
306
- | 0.3647 | 6.8 | 510 | 1.0837 | 0.2963 | 1.0837 | 1.0410 |
307
- | 0.3647 | 6.8267 | 512 | 1.0994 | 0.2670 | 1.0994 | 1.0485 |
308
- | 0.3647 | 6.8533 | 514 | 1.1352 | 0.2900 | 1.1352 | 1.0654 |
309
- | 0.3647 | 6.88 | 516 | 1.1954 | 0.2600 | 1.1954 | 1.0933 |
310
- | 0.3647 | 6.9067 | 518 | 1.1812 | 0.2900 | 1.1812 | 1.0868 |
311
- | 0.3647 | 6.9333 | 520 | 1.0980 | 0.1921 | 1.0980 | 1.0478 |
312
- | 0.3647 | 6.96 | 522 | 1.0637 | 0.2677 | 1.0637 | 1.0314 |
313
- | 0.3647 | 6.9867 | 524 | 1.0680 | 0.2239 | 1.0680 | 1.0334 |
314
- | 0.3647 | 7.0133 | 526 | 1.0590 | 0.3185 | 1.0590 | 1.0291 |
315
- | 0.3647 | 7.04 | 528 | 1.0570 | 0.3185 | 1.0570 | 1.0281 |
316
- | 0.3647 | 7.0667 | 530 | 1.0606 | 0.3039 | 1.0606 | 1.0299 |
317
- | 0.3647 | 7.0933 | 532 | 1.0577 | 0.3137 | 1.0577 | 1.0284 |
318
- | 0.3647 | 7.12 | 534 | 1.0501 | 0.2871 | 1.0501 | 1.0247 |
319
- | 0.3647 | 7.1467 | 536 | 1.0653 | 0.2529 | 1.0653 | 1.0321 |
320
- | 0.3647 | 7.1733 | 538 | 1.0859 | 0.2896 | 1.0859 | 1.0420 |
321
- | 0.3647 | 7.2 | 540 | 1.0579 | 0.2896 | 1.0579 | 1.0285 |
322
- | 0.3647 | 7.2267 | 542 | 1.0262 | 0.2823 | 1.0262 | 1.0130 |
323
- | 0.3647 | 7.2533 | 544 | 1.0118 | 0.2871 | 1.0118 | 1.0059 |
324
- | 0.3647 | 7.28 | 546 | 1.0105 | 0.3142 | 1.0105 | 1.0052 |
325
- | 0.3647 | 7.3067 | 548 | 1.0095 | 0.2793 | 1.0095 | 1.0047 |
326
- | 0.3647 | 7.3333 | 550 | 1.0108 | 0.2647 | 1.0108 | 1.0054 |
327
- | 0.3647 | 7.36 | 552 | 1.0021 | 0.3062 | 1.0021 | 1.0011 |
328
- | 0.3647 | 7.3867 | 554 | 0.9955 | 0.3678 | 0.9955 | 0.9977 |
329
- | 0.3647 | 7.4133 | 556 | 0.9874 | 0.3913 | 0.9874 | 0.9937 |
330
- | 0.3647 | 7.44 | 558 | 0.9680 | 0.4286 | 0.9680 | 0.9839 |
331
- | 0.3647 | 7.4667 | 560 | 0.9539 | 0.4454 | 0.9539 | 0.9767 |
332
- | 0.3647 | 7.4933 | 562 | 0.9505 | 0.4161 | 0.9505 | 0.9749 |
333
- | 0.3647 | 7.52 | 564 | 0.9532 | 0.4385 | 0.9532 | 0.9763 |
334
- | 0.3647 | 7.5467 | 566 | 0.9738 | 0.3875 | 0.9738 | 0.9868 |
335
- | 0.3647 | 7.5733 | 568 | 0.9717 | 0.3829 | 0.9717 | 0.9857 |
336
- | 0.3647 | 7.6 | 570 | 0.9587 | 0.3925 | 0.9587 | 0.9791 |
337
- | 0.3647 | 7.6267 | 572 | 0.9767 | 0.3861 | 0.9767 | 0.9883 |
338
- | 0.3647 | 7.6533 | 574 | 1.0222 | 0.3697 | 1.0222 | 1.0110 |
339
- | 0.3647 | 7.68 | 576 | 1.0340 | 0.3449 | 1.0340 | 1.0168 |
340
- | 0.3647 | 7.7067 | 578 | 1.0291 | 0.3705 | 1.0291 | 1.0145 |
341
- | 0.3647 | 7.7333 | 580 | 1.0499 | 0.3180 | 1.0499 | 1.0246 |
342
- | 0.3647 | 7.76 | 582 | 1.1258 | 0.2851 | 1.1258 | 1.0610 |
343
- | 0.3647 | 7.7867 | 584 | 1.1815 | 0.3184 | 1.1815 | 1.0870 |
344
- | 0.3647 | 7.8133 | 586 | 1.1779 | 0.3184 | 1.1779 | 1.0853 |
345
- | 0.3647 | 7.84 | 588 | 1.1516 | 0.2920 | 1.1516 | 1.0731 |
346
- | 0.3647 | 7.8667 | 590 | 1.0714 | 0.2967 | 1.0714 | 1.0351 |
347
- | 0.3647 | 7.8933 | 592 | 1.0356 | 0.3661 | 1.0356 | 1.0176 |
348
- | 0.3647 | 7.92 | 594 | 1.0260 | 0.3756 | 1.0260 | 1.0129 |
349
- | 0.3647 | 7.9467 | 596 | 1.0145 | 0.3756 | 1.0145 | 1.0072 |
350
- | 0.3647 | 7.9733 | 598 | 1.0101 | 0.3085 | 1.0101 | 1.0050 |
351
- | 0.3647 | 8.0 | 600 | 1.0117 | 0.3458 | 1.0117 | 1.0059 |
352
- | 0.3647 | 8.0267 | 602 | 1.0154 | 0.3406 | 1.0154 | 1.0077 |
353
- | 0.3647 | 8.0533 | 604 | 1.0389 | 0.3572 | 1.0389 | 1.0193 |
354
- | 0.3647 | 8.08 | 606 | 1.1146 | 0.3207 | 1.1146 | 1.0557 |
355
- | 0.3647 | 8.1067 | 608 | 1.1586 | 0.3267 | 1.1586 | 1.0764 |
356
- | 0.3647 | 8.1333 | 610 | 1.1004 | 0.3207 | 1.1004 | 1.0490 |
357
- | 0.3647 | 8.16 | 612 | 1.0089 | 0.3985 | 1.0089 | 1.0044 |
358
- | 0.3647 | 8.1867 | 614 | 0.9710 | 0.3788 | 0.9710 | 0.9854 |
359
- | 0.3647 | 8.2133 | 616 | 0.9726 | 0.3902 | 0.9726 | 0.9862 |
360
- | 0.3647 | 8.24 | 618 | 0.9743 | 0.3522 | 0.9743 | 0.9870 |
361
- | 0.3647 | 8.2667 | 620 | 0.9622 | 0.3845 | 0.9622 | 0.9809 |
362
- | 0.3647 | 8.2933 | 622 | 0.9602 | 0.3829 | 0.9602 | 0.9799 |
363
- | 0.3647 | 8.32 | 624 | 0.9561 | 0.3829 | 0.9561 | 0.9778 |
364
- | 0.3647 | 8.3467 | 626 | 0.9491 | 0.4159 | 0.9491 | 0.9742 |
365
- | 0.3647 | 8.3733 | 628 | 0.9504 | 0.4385 | 0.9504 | 0.9749 |
366
- | 0.3647 | 8.4 | 630 | 0.9549 | 0.4084 | 0.9549 | 0.9772 |
367
- | 0.3647 | 8.4267 | 632 | 0.9570 | 0.3796 | 0.9570 | 0.9783 |
368
- | 0.3647 | 8.4533 | 634 | 0.9687 | 0.3829 | 0.9687 | 0.9842 |
369
- | 0.3647 | 8.48 | 636 | 0.9868 | 0.3458 | 0.9868 | 0.9934 |
370
- | 0.3647 | 8.5067 | 638 | 0.9973 | 0.3458 | 0.9973 | 0.9987 |
371
- | 0.3647 | 8.5333 | 640 | 1.0049 | 0.3458 | 1.0049 | 1.0024 |
372
- | 0.3647 | 8.56 | 642 | 1.0171 | 0.4007 | 1.0171 | 1.0085 |
373
- | 0.3647 | 8.5867 | 644 | 1.0179 | 0.3126 | 1.0179 | 1.0089 |
374
- | 0.3647 | 8.6133 | 646 | 0.9938 | 0.3965 | 0.9938 | 0.9969 |
375
- | 0.3647 | 8.64 | 648 | 0.9867 | 0.3723 | 0.9867 | 0.9933 |
376
- | 0.3647 | 8.6667 | 650 | 0.9701 | 0.3723 | 0.9701 | 0.9849 |
377
- | 0.3647 | 8.6933 | 652 | 0.9650 | 0.3584 | 0.9650 | 0.9823 |
378
- | 0.3647 | 8.72 | 654 | 0.9718 | 0.3723 | 0.9718 | 0.9858 |
379
- | 0.3647 | 8.7467 | 656 | 0.9796 | 0.3723 | 0.9796 | 0.9898 |
380
- | 0.3647 | 8.7733 | 658 | 0.9898 | 0.3723 | 0.9898 | 0.9949 |
381
- | 0.3647 | 8.8 | 660 | 1.0063 | 0.3584 | 1.0063 | 1.0032 |
382
- | 0.3647 | 8.8267 | 662 | 1.0273 | 0.3390 | 1.0273 | 1.0136 |
383
- | 0.3647 | 8.8533 | 664 | 1.0297 | 0.3205 | 1.0297 | 1.0147 |
384
- | 0.3647 | 8.88 | 666 | 1.0448 | 0.2871 | 1.0448 | 1.0222 |
385
- | 0.3647 | 8.9067 | 668 | 1.0767 | 0.2824 | 1.0767 | 1.0376 |
386
- | 0.3647 | 8.9333 | 670 | 1.0599 | 0.3205 | 1.0599 | 1.0295 |
387
- | 0.3647 | 8.96 | 672 | 1.0243 | 0.3180 | 1.0243 | 1.0121 |
388
- | 0.3647 | 8.9867 | 674 | 1.0161 | 0.3565 | 1.0161 | 1.0080 |
389
- | 0.3647 | 9.0133 | 676 | 1.0252 | 0.3632 | 1.0252 | 1.0125 |
390
- | 0.3647 | 9.04 | 678 | 1.0235 | 0.3854 | 1.0235 | 1.0117 |
391
- | 0.3647 | 9.0667 | 680 | 1.0166 | 0.3753 | 1.0166 | 1.0083 |
392
- | 0.3647 | 9.0933 | 682 | 1.0075 | 0.3309 | 1.0075 | 1.0037 |
393
- | 0.3647 | 9.12 | 684 | 0.9966 | 0.3319 | 0.9966 | 0.9983 |
394
- | 0.3647 | 9.1467 | 686 | 1.0009 | 0.3648 | 1.0009 | 1.0004 |
395
- | 0.3647 | 9.1733 | 688 | 0.9980 | 0.3827 | 0.9980 | 0.9990 |
396
- | 0.3647 | 9.2 | 690 | 0.9800 | 0.3472 | 0.9800 | 0.9899 |
397
- | 0.3647 | 9.2267 | 692 | 0.9880 | 0.3826 | 0.9880 | 0.9940 |
398
- | 0.3647 | 9.2533 | 694 | 1.0149 | 0.3654 | 1.0149 | 1.0074 |
399
- | 0.3647 | 9.28 | 696 | 1.0237 | 0.3654 | 1.0237 | 1.0118 |
400
- | 0.3647 | 9.3067 | 698 | 0.9966 | 0.3874 | 0.9966 | 0.9983 |
401
- | 0.3647 | 9.3333 | 700 | 0.9545 | 0.3619 | 0.9545 | 0.9770 |
402
- | 0.3647 | 9.36 | 702 | 0.9394 | 0.3875 | 0.9394 | 0.9692 |
403
- | 0.3647 | 9.3867 | 704 | 0.9455 | 0.4233 | 0.9455 | 0.9724 |
404
- | 0.3647 | 9.4133 | 706 | 0.9540 | 0.3319 | 0.9540 | 0.9767 |
405
- | 0.3647 | 9.44 | 708 | 0.9687 | 0.3948 | 0.9687 | 0.9842 |
406
- | 0.3647 | 9.4667 | 710 | 1.0068 | 0.3632 | 1.0068 | 1.0034 |
407
- | 0.3647 | 9.4933 | 712 | 1.0387 | 0.3136 | 1.0387 | 1.0192 |
408
- | 0.3647 | 9.52 | 714 | 1.0279 | 0.3684 | 1.0279 | 1.0139 |
409
- | 0.3647 | 9.5467 | 716 | 1.0046 | 0.3641 | 1.0046 | 1.0023 |
410
- | 0.3647 | 9.5733 | 718 | 0.9994 | 0.3369 | 0.9994 | 0.9997 |
411
- | 0.3647 | 9.6 | 720 | 0.9972 | 0.3804 | 0.9972 | 0.9986 |
412
- | 0.3647 | 9.6267 | 722 | 1.0021 | 0.3566 | 1.0021 | 1.0011 |
413
- | 0.3647 | 9.6533 | 724 | 1.0109 | 0.3852 | 1.0109 | 1.0054 |
414
- | 0.3647 | 9.68 | 726 | 1.0257 | 0.3902 | 1.0257 | 1.0128 |
415
- | 0.3647 | 9.7067 | 728 | 1.0318 | 0.3902 | 1.0318 | 1.0158 |
416
- | 0.3647 | 9.7333 | 730 | 1.0306 | 0.3511 | 1.0306 | 1.0152 |
417
- | 0.3647 | 9.76 | 732 | 1.0450 | 0.2650 | 1.0450 | 1.0223 |
418
- | 0.3647 | 9.7867 | 734 | 1.0717 | 0.3146 | 1.0717 | 1.0352 |
419
- | 0.3647 | 9.8133 | 736 | 1.1340 | 0.3052 | 1.1340 | 1.0649 |
420
- | 0.3647 | 9.84 | 738 | 1.1754 | 0.3672 | 1.1754 | 1.0841 |
421
- | 0.3647 | 9.8667 | 740 | 1.1567 | 0.3404 | 1.1567 | 1.0755 |
422
- | 0.3647 | 9.8933 | 742 | 1.0751 | 0.3146 | 1.0751 | 1.0369 |
423
- | 0.3647 | 9.92 | 744 | 1.0339 | 0.3741 | 1.0339 | 1.0168 |
424
- | 0.3647 | 9.9467 | 746 | 1.0360 | 0.3344 | 1.0360 | 1.0178 |
425
- | 0.3647 | 9.9733 | 748 | 1.0448 | 0.3225 | 1.0448 | 1.0222 |
426
- | 0.3647 | 10.0 | 750 | 1.0369 | 0.3445 | 1.0369 | 1.0183 |
427
- | 0.3647 | 10.0267 | 752 | 1.0683 | 0.2896 | 1.0683 | 1.0336 |
428
- | 0.3647 | 10.0533 | 754 | 1.1501 | 0.3273 | 1.1501 | 1.0724 |
429
- | 0.3647 | 10.08 | 756 | 1.1410 | 0.3347 | 1.1410 | 1.0682 |
430
- | 0.3647 | 10.1067 | 758 | 1.0709 | 0.3262 | 1.0709 | 1.0349 |
431
- | 0.3647 | 10.1333 | 760 | 1.0077 | 0.3511 | 1.0077 | 1.0039 |
432
- | 0.3647 | 10.16 | 762 | 1.0188 | 0.3753 | 1.0188 | 1.0094 |
433
- | 0.3647 | 10.1867 | 764 | 1.0375 | 0.4062 | 1.0375 | 1.0186 |
434
- | 0.3647 | 10.2133 | 766 | 1.0268 | 0.3861 | 1.0268 | 1.0133 |
435
- | 0.3647 | 10.24 | 768 | 1.0102 | 0.3552 | 1.0102 | 1.0051 |
436
- | 0.3647 | 10.2667 | 770 | 1.0247 | 0.2728 | 1.0247 | 1.0123 |
437
- | 0.3647 | 10.2933 | 772 | 1.0638 | 0.3262 | 1.0638 | 1.0314 |
438
- | 0.3647 | 10.32 | 774 | 1.0705 | 0.3262 | 1.0705 | 1.0347 |
439
- | 0.3647 | 10.3467 | 776 | 1.0570 | 0.3262 | 1.0570 | 1.0281 |
440
- | 0.3647 | 10.3733 | 778 | 1.0288 | 0.2967 | 1.0288 | 1.0143 |
441
- | 0.3647 | 10.4 | 780 | 1.0153 | 0.3453 | 1.0153 | 1.0076 |
442
- | 0.3647 | 10.4267 | 782 | 1.0180 | 0.3453 | 1.0180 | 1.0090 |
443
- | 0.3647 | 10.4533 | 784 | 1.0279 | 0.3453 | 1.0279 | 1.0139 |
444
- | 0.3647 | 10.48 | 786 | 1.0369 | 0.3190 | 1.0369 | 1.0183 |
445
- | 0.3647 | 10.5067 | 788 | 1.0422 | 0.3190 | 1.0422 | 1.0209 |
446
- | 0.3647 | 10.5333 | 790 | 1.0371 | 0.3190 | 1.0371 | 1.0184 |
447
- | 0.3647 | 10.56 | 792 | 1.0336 | 0.3652 | 1.0336 | 1.0166 |
448
- | 0.3647 | 10.5867 | 794 | 1.0342 | 0.3652 | 1.0342 | 1.0169 |
449
- | 0.3647 | 10.6133 | 796 | 1.0410 | 0.3363 | 1.0410 | 1.0203 |
450
- | 0.3647 | 10.64 | 798 | 1.0521 | 0.3463 | 1.0521 | 1.0257 |
451
- | 0.3647 | 10.6667 | 800 | 1.0472 | 0.3652 | 1.0472 | 1.0233 |
452
- | 0.3647 | 10.6933 | 802 | 1.0394 | 0.3392 | 1.0394 | 1.0195 |
453
- | 0.3647 | 10.72 | 804 | 1.0410 | 0.2489 | 1.0410 | 1.0203 |
454
- | 0.3647 | 10.7467 | 806 | 1.0382 | 0.2871 | 1.0382 | 1.0189 |
455
- | 0.3647 | 10.7733 | 808 | 1.0183 | 0.2871 | 1.0183 | 1.0091 |
456
- | 0.3647 | 10.8 | 810 | 0.9936 | 0.3596 | 0.9936 | 0.9968 |
457
- | 0.3647 | 10.8267 | 812 | 0.9749 | 0.3637 | 0.9749 | 0.9874 |
458
- | 0.3647 | 10.8533 | 814 | 0.9558 | 0.3920 | 0.9558 | 0.9776 |
459
- | 0.3647 | 10.88 | 816 | 0.9483 | 0.3920 | 0.9483 | 0.9738 |
460
- | 0.3647 | 10.9067 | 818 | 0.9580 | 0.3584 | 0.9580 | 0.9788 |
461
- | 0.3647 | 10.9333 | 820 | 0.9695 | 0.3862 | 0.9695 | 0.9846 |
462
- | 0.3647 | 10.96 | 822 | 0.9676 | 0.3614 | 0.9676 | 0.9837 |
463
- | 0.3647 | 10.9867 | 824 | 0.9735 | 0.3614 | 0.9735 | 0.9867 |
464
- | 0.3647 | 11.0133 | 826 | 0.9633 | 0.3584 | 0.9633 | 0.9815 |
465
- | 0.3647 | 11.04 | 828 | 0.9576 | 0.3879 | 0.9576 | 0.9786 |
466
- | 0.3647 | 11.0667 | 830 | 0.9534 | 0.4042 | 0.9534 | 0.9764 |
467
- | 0.3647 | 11.0933 | 832 | 0.9625 | 0.4676 | 0.9625 | 0.9811 |
468
- | 0.3647 | 11.12 | 834 | 0.9395 | 0.4555 | 0.9395 | 0.9693 |
469
- | 0.3647 | 11.1467 | 836 | 0.9388 | 0.3733 | 0.9388 | 0.9689 |
470
- | 0.3647 | 11.1733 | 838 | 0.9412 | 0.3346 | 0.9412 | 0.9701 |
471
- | 0.3647 | 11.2 | 840 | 0.9412 | 0.3738 | 0.9412 | 0.9702 |
472
- | 0.3647 | 11.2267 | 842 | 0.9496 | 0.3738 | 0.9496 | 0.9745 |
473
- | 0.3647 | 11.2533 | 844 | 0.9599 | 0.3879 | 0.9599 | 0.9798 |
474
- | 0.3647 | 11.28 | 846 | 0.9879 | 0.3902 | 0.9879 | 0.9939 |
475
- | 0.3647 | 11.3067 | 848 | 1.0225 | 0.3614 | 1.0225 | 1.0112 |
476
- | 0.3647 | 11.3333 | 850 | 1.0524 | 0.3480 | 1.0524 | 1.0259 |
477
- | 0.3647 | 11.36 | 852 | 1.0380 | 0.3480 | 1.0380 | 1.0188 |
478
- | 0.3647 | 11.3867 | 854 | 1.0069 | 0.3584 | 1.0069 | 1.0035 |
479
- | 0.3647 | 11.4133 | 856 | 0.9938 | 0.3346 | 0.9938 | 0.9969 |
480
- | 0.3647 | 11.44 | 858 | 0.9834 | 0.3925 | 0.9834 | 0.9917 |
481
- | 0.3647 | 11.4667 | 860 | 0.9856 | 0.3293 | 0.9856 | 0.9928 |
482
- | 0.3647 | 11.4933 | 862 | 0.9942 | 0.2968 | 0.9942 | 0.9971 |
483
- | 0.3647 | 11.52 | 864 | 1.0003 | 0.2694 | 1.0003 | 1.0002 |
484
- | 0.3647 | 11.5467 | 866 | 1.0083 | 0.2694 | 1.0083 | 1.0041 |
485
- | 0.3647 | 11.5733 | 868 | 1.0218 | 0.2694 | 1.0218 | 1.0108 |
486
- | 0.3647 | 11.6 | 870 | 1.0381 | 0.2843 | 1.0381 | 1.0189 |
487
- | 0.3647 | 11.6267 | 872 | 1.0550 | 0.2402 | 1.0550 | 1.0271 |
488
- | 0.3647 | 11.6533 | 874 | 1.0996 | 0.3104 | 1.0996 | 1.0486 |
489
- | 0.3647 | 11.68 | 876 | 1.1314 | 0.3100 | 1.1314 | 1.0637 |
490
- | 0.3647 | 11.7067 | 878 | 1.1028 | 0.3056 | 1.1028 | 1.0502 |
491
- | 0.3647 | 11.7333 | 880 | 1.0620 | 0.3013 | 1.0620 | 1.0305 |
492
- | 0.3647 | 11.76 | 882 | 1.0519 | 0.3062 | 1.0519 | 1.0256 |
493
- | 0.3647 | 11.7867 | 884 | 1.0608 | 0.2454 | 1.0608 | 1.0300 |
494
- | 0.3647 | 11.8133 | 886 | 1.0689 | 0.2454 | 1.0689 | 1.0339 |
495
- | 0.3647 | 11.84 | 888 | 1.0802 | 0.2843 | 1.0802 | 1.0393 |
496
- | 0.3647 | 11.8667 | 890 | 1.0812 | 0.2843 | 1.0812 | 1.0398 |
497
- | 0.3647 | 11.8933 | 892 | 1.0637 | 0.2454 | 1.0637 | 1.0314 |
498
- | 0.3647 | 11.92 | 894 | 1.0418 | 0.2843 | 1.0418 | 1.0207 |
499
- | 0.3647 | 11.9467 | 896 | 1.0468 | 0.2942 | 1.0468 | 1.0231 |
500
- | 0.3647 | 11.9733 | 898 | 1.0622 | 0.3042 | 1.0622 | 1.0306 |
501
- | 0.3647 | 12.0 | 900 | 1.0589 | 0.2942 | 1.0589 | 1.0290 |
502
- | 0.3647 | 12.0267 | 902 | 1.0612 | 0.3042 | 1.0612 | 1.0302 |
503
- | 0.3647 | 12.0533 | 904 | 1.0708 | 0.3142 | 1.0708 | 1.0348 |
504
- | 0.3647 | 12.08 | 906 | 1.0746 | 0.2402 | 1.0746 | 1.0366 |
505
- | 0.3647 | 12.1067 | 908 | 1.1062 | 0.2555 | 1.1062 | 1.0518 |
506
- | 0.3647 | 12.1333 | 910 | 1.1117 | 0.2605 | 1.1117 | 1.0544 |
507
- | 0.3647 | 12.16 | 912 | 1.0832 | 0.2555 | 1.0832 | 1.0408 |
508
- | 0.3647 | 12.1867 | 914 | 1.0672 | 0.2988 | 1.0672 | 1.0331 |
509
- | 0.3647 | 12.2133 | 916 | 1.0615 | 0.2113 | 1.0615 | 1.0303 |
510
- | 0.3647 | 12.24 | 918 | 1.0562 | 0.2113 | 1.0562 | 1.0277 |
511
- | 0.3647 | 12.2667 | 920 | 1.0495 | 0.2509 | 1.0495 | 1.0244 |
512
- | 0.3647 | 12.2933 | 922 | 1.0477 | 0.2113 | 1.0477 | 1.0236 |
513
- | 0.3647 | 12.32 | 924 | 1.0722 | 0.1975 | 1.0722 | 1.0355 |
514
- | 0.3647 | 12.3467 | 926 | 1.0970 | 0.2126 | 1.0970 | 1.0474 |
515
- | 0.3647 | 12.3733 | 928 | 1.0849 | 0.1824 | 1.0849 | 1.0416 |
516
- | 0.3647 | 12.4 | 930 | 1.0790 | 0.2016 | 1.0790 | 1.0388 |
517
- | 0.3647 | 12.4267 | 932 | 1.0863 | 0.2539 | 1.0863 | 1.0423 |
518
- | 0.3647 | 12.4533 | 934 | 1.0816 | 0.2596 | 1.0816 | 1.0400 |
519
- | 0.3647 | 12.48 | 936 | 1.0914 | 0.2499 | 1.0914 | 1.0447 |
520
- | 0.3647 | 12.5067 | 938 | 1.0939 | 0.2694 | 1.0939 | 1.0459 |
521
- | 0.3647 | 12.5333 | 940 | 1.0863 | 0.2679 | 1.0863 | 1.0423 |
522
- | 0.3647 | 12.56 | 942 | 1.0855 | 0.2596 | 1.0855 | 1.0419 |
523
- | 0.3647 | 12.5867 | 944 | 1.0835 | 0.2255 | 1.0835 | 1.0409 |
524
- | 0.3647 | 12.6133 | 946 | 1.0853 | 0.2255 | 1.0853 | 1.0418 |
525
- | 0.3647 | 12.64 | 948 | 1.0887 | 0.2255 | 1.0887 | 1.0434 |
526
- | 0.3647 | 12.6667 | 950 | 1.0890 | 0.2100 | 1.0890 | 1.0436 |
527
- | 0.3647 | 12.6933 | 952 | 1.0902 | 0.1709 | 1.0902 | 1.0441 |
528
- | 0.3647 | 12.72 | 954 | 1.0801 | 0.1805 | 1.0801 | 1.0393 |
529
- | 0.3647 | 12.7467 | 956 | 1.0903 | 0.2539 | 1.0903 | 1.0442 |
530
- | 0.3647 | 12.7733 | 958 | 1.1282 | 0.2806 | 1.1282 | 1.0622 |
531
- | 0.3647 | 12.8 | 960 | 1.1323 | 0.3355 | 1.1323 | 1.0641 |
532
- | 0.3647 | 12.8267 | 962 | 1.1021 | 0.3355 | 1.1021 | 1.0498 |
533
- | 0.3647 | 12.8533 | 964 | 1.0163 | 0.3078 | 1.0163 | 1.0081 |
534
- | 0.3647 | 12.88 | 966 | 0.9565 | 0.3583 | 0.9565 | 0.9780 |
535
- | 0.3647 | 12.9067 | 968 | 0.9732 | 0.4100 | 0.9732 | 0.9865 |
536
- | 0.3647 | 12.9333 | 970 | 0.9911 | 0.3677 | 0.9911 | 0.9955 |
537
- | 0.3647 | 12.96 | 972 | 0.9755 | 0.3847 | 0.9755 | 0.9877 |
538
- | 0.3647 | 12.9867 | 974 | 0.9621 | 0.3685 | 0.9621 | 0.9809 |
539
- | 0.3647 | 13.0133 | 976 | 0.9688 | 0.3583 | 0.9688 | 0.9843 |
540
- | 0.3647 | 13.04 | 978 | 0.9923 | 0.2892 | 0.9923 | 0.9961 |
541
- | 0.3647 | 13.0667 | 980 | 1.0024 | 0.2795 | 1.0024 | 1.0012 |
542
- | 0.3647 | 13.0933 | 982 | 0.9766 | 0.3427 | 0.9766 | 0.9883 |
543
- | 0.3647 | 13.12 | 984 | 0.9614 | 0.3583 | 0.9614 | 0.9805 |
544
- | 0.3647 | 13.1467 | 986 | 0.9614 | 0.4081 | 0.9614 | 0.9805 |
545
- | 0.3647 | 13.1733 | 988 | 0.9661 | 0.3327 | 0.9661 | 0.9829 |
546
- | 0.3647 | 13.2 | 990 | 0.9791 | 0.3066 | 0.9791 | 0.9895 |
547
- | 0.3647 | 13.2267 | 992 | 0.9962 | 0.2793 | 0.9962 | 0.9981 |
548
- | 0.3647 | 13.2533 | 994 | 1.0060 | 0.3237 | 1.0060 | 1.0030 |
549
- | 0.3647 | 13.28 | 996 | 1.0221 | 0.3163 | 1.0221 | 1.0110 |
550
- | 0.3647 | 13.3067 | 998 | 1.0292 | 0.3163 | 1.0292 | 1.0145 |
551
- | 0.0687 | 13.3333 | 1000 | 1.0294 | 0.3163 | 1.0294 | 1.0146 |
552
- | 0.0687 | 13.36 | 1002 | 1.0306 | 0.3210 | 1.0306 | 1.0152 |
553
- | 0.0687 | 13.3867 | 1004 | 1.0415 | 0.3033 | 1.0415 | 1.0205 |
554
- | 0.0687 | 13.4133 | 1006 | 1.0288 | 0.3276 | 1.0288 | 1.0143 |
555
- | 0.0687 | 13.44 | 1008 | 1.0047 | 0.3250 | 1.0047 | 1.0024 |
556
- | 0.0687 | 13.4667 | 1010 | 1.0051 | 0.3154 | 1.0051 | 1.0025 |
557
- | 0.0687 | 13.4933 | 1012 | 1.0292 | 0.3355 | 1.0292 | 1.0145 |
558
- | 0.0687 | 13.52 | 1014 | 1.0334 | 0.3218 | 1.0334 | 1.0165 |
559
- | 0.0687 | 13.5467 | 1016 | 1.0227 | 0.2871 | 1.0227 | 1.0113 |
560
- | 0.0687 | 13.5733 | 1018 | 1.0268 | 0.3205 | 1.0268 | 1.0133 |
561
- | 0.0687 | 13.6 | 1020 | 1.0457 | 0.2745 | 1.0457 | 1.0226 |
562
- | 0.0687 | 13.6267 | 1022 | 1.0559 | 0.3042 | 1.0559 | 1.0276 |
563
- | 0.0687 | 13.6533 | 1024 | 1.0588 | 0.2942 | 1.0588 | 1.0290 |
564
- | 0.0687 | 13.68 | 1026 | 1.0655 | 0.2942 | 1.0655 | 1.0322 |
565
- | 0.0687 | 13.7067 | 1028 | 1.0702 | 0.2942 | 1.0702 | 1.0345 |
566
 
567
 
568
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k16_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k16_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: 1.1235
19
+ - Qwk: 0.2584
20
+ - Mse: 1.1235
21
+ - Rmse: 1.0599
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0253 | 2 | 4.6246 | 0.0010 | 4.6246 | 2.1505 |
53
+ | No log | 0.0506 | 4 | 2.6197 | 0.0274 | 2.6197 | 1.6185 |
54
+ | No log | 0.0759 | 6 | 2.2050 | 0.0296 | 2.2050 | 1.4849 |
55
+ | No log | 0.1013 | 8 | 1.6212 | 0.1533 | 1.6212 | 1.2733 |
56
+ | No log | 0.1266 | 10 | 1.2469 | 0.1530 | 1.2469 | 1.1166 |
57
+ | No log | 0.1519 | 12 | 1.2660 | 0.0700 | 1.2660 | 1.1252 |
58
+ | No log | 0.1772 | 14 | 1.2900 | -0.0010 | 1.2900 | 1.1358 |
59
+ | No log | 0.2025 | 16 | 1.4477 | 0.0205 | 1.4477 | 1.2032 |
60
+ | No log | 0.2278 | 18 | 1.6077 | 0.0227 | 1.6077 | 1.2679 |
61
+ | No log | 0.2532 | 20 | 1.9037 | 0.1060 | 1.9037 | 1.3797 |
62
+ | No log | 0.2785 | 22 | 2.1763 | 0.1271 | 2.1763 | 1.4752 |
63
+ | No log | 0.3038 | 24 | 1.9323 | 0.1169 | 1.9323 | 1.3901 |
64
+ | No log | 0.3291 | 26 | 1.5766 | 0.0585 | 1.5766 | 1.2556 |
65
+ | No log | 0.3544 | 28 | 1.3234 | 0.1604 | 1.3234 | 1.1504 |
66
+ | No log | 0.3797 | 30 | 1.3685 | 0.0865 | 1.3685 | 1.1698 |
67
+ | No log | 0.4051 | 32 | 1.3266 | 0.1565 | 1.3266 | 1.1518 |
68
+ | No log | 0.4304 | 34 | 1.2710 | 0.1848 | 1.2710 | 1.1274 |
69
+ | No log | 0.4557 | 36 | 1.2877 | 0.1848 | 1.2877 | 1.1348 |
70
+ | No log | 0.4810 | 38 | 1.5488 | 0.0575 | 1.5488 | 1.2445 |
71
+ | No log | 0.5063 | 40 | 1.7392 | 0.0222 | 1.7392 | 1.3188 |
72
+ | No log | 0.5316 | 42 | 1.7270 | 0.1094 | 1.7270 | 1.3141 |
73
+ | No log | 0.5570 | 44 | 1.8533 | 0.1412 | 1.8533 | 1.3614 |
74
+ | No log | 0.5823 | 46 | 1.8369 | 0.1586 | 1.8369 | 1.3553 |
75
+ | No log | 0.6076 | 48 | 1.4483 | 0.1812 | 1.4483 | 1.2035 |
76
+ | No log | 0.6329 | 50 | 1.1906 | 0.2162 | 1.1906 | 1.0911 |
77
+ | No log | 0.6582 | 52 | 1.1530 | 0.1809 | 1.1530 | 1.0738 |
78
+ | No log | 0.6835 | 54 | 1.3196 | 0.1495 | 1.3196 | 1.1487 |
79
+ | No log | 0.7089 | 56 | 1.4856 | 0.0723 | 1.4856 | 1.2188 |
80
+ | No log | 0.7342 | 58 | 1.0923 | 0.1848 | 1.0923 | 1.0451 |
81
+ | No log | 0.7595 | 60 | 1.0223 | 0.2886 | 1.0223 | 1.0111 |
82
+ | No log | 0.7848 | 62 | 1.2059 | 0.1045 | 1.2059 | 1.0981 |
83
+ | No log | 0.8101 | 64 | 1.6526 | -0.0149 | 1.6526 | 1.2855 |
84
+ | No log | 0.8354 | 66 | 1.7104 | -0.0300 | 1.7104 | 1.3078 |
85
+ | No log | 0.8608 | 68 | 1.4449 | 0.0575 | 1.4449 | 1.2021 |
86
+ | No log | 0.8861 | 70 | 1.2318 | 0.1865 | 1.2318 | 1.1099 |
87
+ | No log | 0.9114 | 72 | 1.1225 | 0.1999 | 1.1225 | 1.0595 |
88
+ | No log | 0.9367 | 74 | 1.2440 | 0.2014 | 1.2440 | 1.1154 |
89
+ | No log | 0.9620 | 76 | 1.3963 | 0.1784 | 1.3963 | 1.1816 |
90
+ | No log | 0.9873 | 78 | 1.4192 | 0.2227 | 1.4192 | 1.1913 |
91
+ | No log | 1.0127 | 80 | 1.4819 | 0.2018 | 1.4819 | 1.2173 |
92
+ | No log | 1.0380 | 82 | 1.5270 | 0.2290 | 1.5270 | 1.2357 |
93
+ | No log | 1.0633 | 84 | 1.6352 | 0.1550 | 1.6352 | 1.2788 |
94
+ | No log | 1.0886 | 86 | 1.8371 | 0.1027 | 1.8371 | 1.3554 |
95
+ | No log | 1.1139 | 88 | 1.9135 | 0.0780 | 1.9135 | 1.3833 |
96
+ | No log | 1.1392 | 90 | 1.7595 | 0.0920 | 1.7595 | 1.3265 |
97
+ | No log | 1.1646 | 92 | 1.5805 | 0.0749 | 1.5805 | 1.2572 |
98
+ | No log | 1.1899 | 94 | 1.3710 | 0.2213 | 1.3710 | 1.1709 |
99
+ | No log | 1.2152 | 96 | 1.3015 | 0.1958 | 1.3015 | 1.1408 |
100
+ | No log | 1.2405 | 98 | 1.3731 | 0.1565 | 1.3731 | 1.1718 |
101
+ | No log | 1.2658 | 100 | 1.4167 | 0.1821 | 1.4167 | 1.1903 |
102
+ | No log | 1.2911 | 102 | 1.4011 | 0.1547 | 1.4011 | 1.1837 |
103
+ | No log | 1.3165 | 104 | 1.3084 | 0.2191 | 1.3084 | 1.1439 |
104
+ | No log | 1.3418 | 106 | 1.2719 | 0.1459 | 1.2719 | 1.1278 |
105
+ | No log | 1.3671 | 108 | 1.1708 | 0.2654 | 1.1708 | 1.0820 |
106
+ | No log | 1.3924 | 110 | 1.1584 | 0.2560 | 1.1584 | 1.0763 |
107
+ | No log | 1.4177 | 112 | 1.2690 | 0.2049 | 1.2690 | 1.1265 |
108
+ | No log | 1.4430 | 114 | 1.3346 | 0.3192 | 1.3346 | 1.1552 |
109
+ | No log | 1.4684 | 116 | 1.3448 | 0.2868 | 1.3448 | 1.1597 |
110
+ | No log | 1.4937 | 118 | 1.5055 | 0.2350 | 1.5055 | 1.2270 |
111
+ | No log | 1.5190 | 120 | 1.5198 | 0.2346 | 1.5198 | 1.2328 |
112
+ | No log | 1.5443 | 122 | 1.5534 | 0.2409 | 1.5534 | 1.2464 |
113
+ | No log | 1.5696 | 124 | 1.5160 | 0.2948 | 1.5160 | 1.2313 |
114
+ | No log | 1.5949 | 126 | 1.4022 | 0.3018 | 1.4022 | 1.1841 |
115
+ | No log | 1.6203 | 128 | 1.2139 | 0.3293 | 1.2139 | 1.1018 |
116
+ | No log | 1.6456 | 130 | 1.2115 | 0.3475 | 1.2115 | 1.1007 |
117
+ | No log | 1.6709 | 132 | 1.0325 | 0.2844 | 1.0325 | 1.0161 |
118
+ | No log | 1.6962 | 134 | 0.9781 | 0.3527 | 0.9781 | 0.9890 |
119
+ | No log | 1.7215 | 136 | 0.9902 | 0.3301 | 0.9902 | 0.9951 |
120
+ | No log | 1.7468 | 138 | 1.0616 | 0.3273 | 1.0616 | 1.0304 |
121
+ | No log | 1.7722 | 140 | 1.1958 | 0.3750 | 1.1958 | 1.0935 |
122
+ | No log | 1.7975 | 142 | 1.2531 | 0.3977 | 1.2531 | 1.1194 |
123
+ | No log | 1.8228 | 144 | 1.0555 | 0.4101 | 1.0555 | 1.0274 |
124
+ | No log | 1.8481 | 146 | 0.9828 | 0.3443 | 0.9828 | 0.9914 |
125
+ | No log | 1.8734 | 148 | 1.0956 | 0.3650 | 1.0956 | 1.0467 |
126
+ | No log | 1.8987 | 150 | 1.3954 | 0.1321 | 1.3954 | 1.1813 |
127
+ | No log | 1.9241 | 152 | 1.6989 | 0.0789 | 1.6989 | 1.3034 |
128
+ | No log | 1.9494 | 154 | 1.9923 | 0.1518 | 1.9923 | 1.4115 |
129
+ | No log | 1.9747 | 156 | 1.9936 | 0.1741 | 1.9936 | 1.4119 |
130
+ | No log | 2.0 | 158 | 1.8911 | 0.2022 | 1.8911 | 1.3752 |
131
+ | No log | 2.0253 | 160 | 1.4472 | 0.1488 | 1.4472 | 1.2030 |
132
+ | No log | 2.0506 | 162 | 1.1753 | 0.2328 | 1.1753 | 1.0841 |
133
+ | No log | 2.0759 | 164 | 1.1770 | 0.2358 | 1.1770 | 1.0849 |
134
+ | No log | 2.1013 | 166 | 1.3231 | 0.1996 | 1.3231 | 1.1503 |
135
+ | No log | 2.1266 | 168 | 1.7230 | 0.2010 | 1.7230 | 1.3126 |
136
+ | No log | 2.1519 | 170 | 2.1804 | 0.1827 | 2.1804 | 1.4766 |
137
+ | No log | 2.1772 | 172 | 2.1139 | 0.1889 | 2.1139 | 1.4539 |
138
+ | No log | 2.2025 | 174 | 1.6527 | 0.2286 | 1.6527 | 1.2856 |
139
+ | No log | 2.2278 | 176 | 1.1470 | 0.2891 | 1.1470 | 1.0710 |
140
+ | No log | 2.2532 | 178 | 1.0292 | 0.3804 | 1.0292 | 1.0145 |
141
+ | No log | 2.2785 | 180 | 1.1076 | 0.3606 | 1.1076 | 1.0524 |
142
+ | No log | 2.3038 | 182 | 1.1043 | 0.3625 | 1.1043 | 1.0509 |
143
+ | No log | 2.3291 | 184 | 1.0233 | 0.2942 | 1.0233 | 1.0116 |
144
+ | No log | 2.3544 | 186 | 1.2848 | 0.2019 | 1.2848 | 1.1335 |
145
+ | No log | 2.3797 | 188 | 1.3705 | 0.2019 | 1.3705 | 1.1707 |
146
+ | No log | 2.4051 | 190 | 1.3943 | 0.1604 | 1.3943 | 1.1808 |
147
+ | No log | 2.4304 | 192 | 1.2144 | 0.2095 | 1.2144 | 1.1020 |
148
+ | No log | 2.4557 | 194 | 1.1179 | 0.2864 | 1.1179 | 1.0573 |
149
+ | No log | 2.4810 | 196 | 1.1292 | 0.2455 | 1.1292 | 1.0626 |
150
+ | No log | 2.5063 | 198 | 1.1629 | 0.3090 | 1.1629 | 1.0784 |
151
+ | No log | 2.5316 | 200 | 1.2708 | 0.1935 | 1.2708 | 1.1273 |
152
+ | No log | 2.5570 | 202 | 1.6617 | 0.1277 | 1.6617 | 1.2891 |
153
+ | No log | 2.5823 | 204 | 1.8757 | 0.1249 | 1.8757 | 1.3696 |
154
+ | No log | 2.6076 | 206 | 1.6002 | 0.0882 | 1.6002 | 1.2650 |
155
+ | No log | 2.6329 | 208 | 1.4066 | 0.1965 | 1.4066 | 1.1860 |
156
+ | No log | 2.6582 | 210 | 1.1899 | 0.2065 | 1.1899 | 1.0908 |
157
+ | No log | 2.6835 | 212 | 1.1574 | 0.2908 | 1.1574 | 1.0758 |
158
+ | No log | 2.7089 | 214 | 1.1270 | 0.3152 | 1.1270 | 1.0616 |
159
+ | No log | 2.7342 | 216 | 1.1219 | 0.2850 | 1.1219 | 1.0592 |
160
+ | No log | 2.7595 | 218 | 1.1015 | 0.3014 | 1.1015 | 1.0495 |
161
+ | No log | 2.7848 | 220 | 1.0818 | 0.3303 | 1.0818 | 1.0401 |
162
+ | No log | 2.8101 | 222 | 1.1549 | 0.2624 | 1.1549 | 1.0747 |
163
+ | No log | 2.8354 | 224 | 1.0987 | 0.3303 | 1.0987 | 1.0482 |
164
+ | No log | 2.8608 | 226 | 1.1576 | 0.3353 | 1.1576 | 1.0759 |
165
+ | No log | 2.8861 | 228 | 1.7117 | 0.2712 | 1.7117 | 1.3083 |
166
+ | No log | 2.9114 | 230 | 1.8235 | 0.2143 | 1.8235 | 1.3504 |
167
+ | No log | 2.9367 | 232 | 1.4382 | 0.2846 | 1.4382 | 1.1992 |
168
+ | No log | 2.9620 | 234 | 1.1551 | 0.3363 | 1.1551 | 1.0748 |
169
+ | No log | 2.9873 | 236 | 1.0958 | 0.3472 | 1.0958 | 1.0468 |
170
+ | No log | 3.0127 | 238 | 1.1053 | 0.3304 | 1.1053 | 1.0513 |
171
+ | No log | 3.0380 | 240 | 1.3032 | 0.3047 | 1.3032 | 1.1416 |
172
+ | No log | 3.0633 | 242 | 1.5406 | 0.2614 | 1.5406 | 1.2412 |
173
+ | No log | 3.0886 | 244 | 1.3512 | 0.2781 | 1.3512 | 1.1624 |
174
+ | No log | 3.1139 | 246 | 1.1132 | 0.2663 | 1.1132 | 1.0551 |
175
+ | No log | 3.1392 | 248 | 1.1247 | 0.3174 | 1.1247 | 1.0605 |
176
+ | No log | 3.1646 | 250 | 1.1579 | 0.3133 | 1.1579 | 1.0760 |
177
+ | No log | 3.1899 | 252 | 1.1576 | 0.2939 | 1.1576 | 1.0759 |
178
+ | No log | 3.2152 | 254 | 1.0814 | 0.3230 | 1.0814 | 1.0399 |
179
+ | No log | 3.2405 | 256 | 1.0377 | 0.3039 | 1.0377 | 1.0187 |
180
+ | No log | 3.2658 | 258 | 1.0206 | 0.3403 | 1.0206 | 1.0103 |
181
+ | No log | 3.2911 | 260 | 1.0596 | 0.3442 | 1.0596 | 1.0294 |
182
+ | No log | 3.3165 | 262 | 1.0772 | 0.3712 | 1.0772 | 1.0379 |
183
+ | No log | 3.3418 | 264 | 1.0591 | 0.3522 | 1.0591 | 1.0291 |
184
+ | No log | 3.3671 | 266 | 1.1633 | 0.3506 | 1.1633 | 1.0786 |
185
+ | No log | 3.3924 | 268 | 1.2731 | 0.2789 | 1.2731 | 1.1283 |
186
+ | No log | 3.4177 | 270 | 1.1782 | 0.2964 | 1.1782 | 1.0854 |
187
+ | No log | 3.4430 | 272 | 1.1275 | 0.3199 | 1.1275 | 1.0618 |
188
+ | No log | 3.4684 | 274 | 1.1736 | 0.2597 | 1.1736 | 1.0833 |
189
+ | No log | 3.4937 | 276 | 1.2831 | 0.2791 | 1.2831 | 1.1327 |
190
+ | No log | 3.5190 | 278 | 1.2055 | 0.2752 | 1.2055 | 1.0979 |
191
+ | No log | 3.5443 | 280 | 1.0392 | 0.3443 | 1.0392 | 1.0194 |
192
+ | No log | 3.5696 | 282 | 1.0234 | 0.3924 | 1.0234 | 1.0116 |
193
+ | No log | 3.5949 | 284 | 1.0887 | 0.3725 | 1.0887 | 1.0434 |
194
+ | No log | 3.6203 | 286 | 1.0655 | 0.3278 | 1.0655 | 1.0322 |
195
+ | No log | 3.6456 | 288 | 1.0866 | 0.2927 | 1.0866 | 1.0424 |
196
+ | No log | 3.6709 | 290 | 1.3120 | 0.3067 | 1.3120 | 1.1454 |
197
+ | No log | 3.6962 | 292 | 1.3326 | 0.2716 | 1.3326 | 1.1544 |
198
+ | No log | 3.7215 | 294 | 1.1566 | 0.2596 | 1.1566 | 1.0754 |
199
+ | No log | 3.7468 | 296 | 1.1227 | 0.2989 | 1.1227 | 1.0596 |
200
+ | No log | 3.7722 | 298 | 1.1918 | 0.2987 | 1.1918 | 1.0917 |
201
+ | No log | 3.7975 | 300 | 1.2295 | 0.3175 | 1.2295 | 1.1088 |
202
+ | No log | 3.8228 | 302 | 1.1353 | 0.2710 | 1.1353 | 1.0655 |
203
+ | No log | 3.8481 | 304 | 1.1196 | 0.2592 | 1.1196 | 1.0581 |
204
+ | No log | 3.8734 | 306 | 1.1297 | 0.2239 | 1.1297 | 1.0629 |
205
+ | No log | 3.8987 | 308 | 1.1500 | 0.2239 | 1.1500 | 1.0724 |
206
+ | No log | 3.9241 | 310 | 1.2154 | 0.1742 | 1.2154 | 1.1024 |
207
+ | No log | 3.9494 | 312 | 1.3131 | 0.2295 | 1.3131 | 1.1459 |
208
+ | No log | 3.9747 | 314 | 1.2759 | 0.2439 | 1.2759 | 1.1296 |
209
+ | No log | 4.0 | 316 | 1.1657 | 0.2527 | 1.1657 | 1.0797 |
210
+ | No log | 4.0253 | 318 | 1.1314 | 0.2380 | 1.1314 | 1.0637 |
211
+ | No log | 4.0506 | 320 | 1.2056 | 0.2825 | 1.2056 | 1.0980 |
212
+ | No log | 4.0759 | 322 | 1.1542 | 0.2986 | 1.1542 | 1.0743 |
213
+ | No log | 4.1013 | 324 | 1.0185 | 0.3681 | 1.0185 | 1.0092 |
214
+ | No log | 4.1266 | 326 | 1.1178 | 0.4007 | 1.1178 | 1.0573 |
215
+ | No log | 4.1519 | 328 | 1.2255 | 0.3325 | 1.2255 | 1.1070 |
216
+ | No log | 4.1772 | 330 | 1.1563 | 0.2532 | 1.1563 | 1.0753 |
217
+ | No log | 4.2025 | 332 | 1.1322 | 0.2483 | 1.1322 | 1.0641 |
218
+ | No log | 4.2278 | 334 | 1.2090 | 0.2665 | 1.2090 | 1.0996 |
219
+ | No log | 4.2532 | 336 | 1.1236 | 0.2515 | 1.1236 | 1.0600 |
220
+ | No log | 4.2785 | 338 | 1.0843 | 0.2562 | 1.0843 | 1.0413 |
221
+ | No log | 4.3038 | 340 | 1.0741 | 0.3250 | 1.0741 | 1.0364 |
222
+ | No log | 4.3291 | 342 | 1.0583 | 0.3159 | 1.0583 | 1.0287 |
223
+ | No log | 4.3544 | 344 | 1.0512 | 0.2966 | 1.0512 | 1.0253 |
224
+ | No log | 4.3797 | 346 | 1.0240 | 0.3159 | 1.0240 | 1.0119 |
225
+ | No log | 4.4051 | 348 | 1.0125 | 0.3013 | 1.0125 | 1.0062 |
226
+ | No log | 4.4304 | 350 | 0.9862 | 0.2991 | 0.9862 | 0.9931 |
227
+ | No log | 4.4557 | 352 | 0.9932 | 0.4476 | 0.9932 | 0.9966 |
228
+ | No log | 4.4810 | 354 | 1.0199 | 0.3756 | 1.0199 | 1.0099 |
229
+ | No log | 4.5063 | 356 | 0.9858 | 0.4575 | 0.9858 | 0.9929 |
230
+ | No log | 4.5316 | 358 | 0.9705 | 0.4002 | 0.9705 | 0.9852 |
231
+ | No log | 4.5570 | 360 | 0.9624 | 0.3062 | 0.9624 | 0.9810 |
232
+ | No log | 4.5823 | 362 | 1.0053 | 0.3985 | 1.0053 | 1.0026 |
233
+ | No log | 4.6076 | 364 | 1.0443 | 0.3985 | 1.0443 | 1.0219 |
234
+ | No log | 4.6329 | 366 | 1.0496 | 0.3514 | 1.0496 | 1.0245 |
235
+ | No log | 4.6582 | 368 | 1.0782 | 0.3155 | 1.0782 | 1.0383 |
236
+ | No log | 4.6835 | 370 | 1.0978 | 0.2583 | 1.0978 | 1.0478 |
237
+ | No log | 4.7089 | 372 | 1.1254 | 0.3319 | 1.1254 | 1.0608 |
238
+ | No log | 4.7342 | 374 | 1.1804 | 0.2311 | 1.1804 | 1.0865 |
239
+ | No log | 4.7595 | 376 | 1.1751 | 0.2651 | 1.1751 | 1.0840 |
240
+ | No log | 4.7848 | 378 | 1.1556 | 0.2674 | 1.1556 | 1.0750 |
241
+ | No log | 4.8101 | 380 | 1.1714 | 0.3018 | 1.1714 | 1.0823 |
242
+ | No log | 4.8354 | 382 | 1.1650 | 0.2726 | 1.1650 | 1.0793 |
243
+ | No log | 4.8608 | 384 | 1.1801 | 0.1824 | 1.1801 | 1.0863 |
244
+ | No log | 4.8861 | 386 | 1.1938 | 0.2700 | 1.1938 | 1.0926 |
245
+ | No log | 4.9114 | 388 | 1.1474 | 0.2651 | 1.1474 | 1.0711 |
246
+ | No log | 4.9367 | 390 | 1.0712 | 0.3554 | 1.0712 | 1.0350 |
247
+ | No log | 4.9620 | 392 | 1.0787 | 0.3343 | 1.0787 | 1.0386 |
248
+ | No log | 4.9873 | 394 | 1.1174 | 0.3567 | 1.1174 | 1.0571 |
249
+ | No log | 5.0127 | 396 | 1.0749 | 0.3613 | 1.0749 | 1.0368 |
250
+ | No log | 5.0380 | 398 | 1.0539 | 0.2871 | 1.0539 | 1.0266 |
251
+ | No log | 5.0633 | 400 | 1.1334 | 0.2572 | 1.1334 | 1.0646 |
252
+ | No log | 5.0886 | 402 | 1.1852 | 0.2243 | 1.1852 | 1.0887 |
253
+ | No log | 5.1139 | 404 | 1.1468 | 0.2273 | 1.1468 | 1.0709 |
254
+ | No log | 5.1392 | 406 | 1.0892 | 0.3036 | 1.0892 | 1.0437 |
255
+ | No log | 5.1646 | 408 | 1.0491 | 0.3747 | 1.0491 | 1.0243 |
256
+ | No log | 5.1899 | 410 | 1.0490 | 0.3705 | 1.0490 | 1.0242 |
257
+ | No log | 5.2152 | 412 | 1.0598 | 0.3256 | 1.0598 | 1.0295 |
258
+ | No log | 5.2405 | 414 | 1.0792 | 0.2714 | 1.0792 | 1.0389 |
259
+ | No log | 5.2658 | 416 | 1.0714 | 0.2310 | 1.0714 | 1.0351 |
260
+ | No log | 5.2911 | 418 | 1.0961 | 0.2871 | 1.0961 | 1.0470 |
261
+ | No log | 5.3165 | 420 | 1.1162 | 0.3069 | 1.1162 | 1.0565 |
262
+ | No log | 5.3418 | 422 | 1.0816 | 0.2156 | 1.0816 | 1.0400 |
263
+ | No log | 5.3671 | 424 | 1.0884 | 0.2714 | 1.0884 | 1.0432 |
264
+ | No log | 5.3924 | 426 | 1.0960 | 0.2319 | 1.0960 | 1.0469 |
265
+ | No log | 5.4177 | 428 | 1.0972 | 0.2864 | 1.0972 | 1.0475 |
266
+ | No log | 5.4430 | 430 | 1.1398 | 0.2138 | 1.1398 | 1.0676 |
267
+ | No log | 5.4684 | 432 | 1.1888 | 0.2750 | 1.1888 | 1.0903 |
268
+ | No log | 5.4937 | 434 | 1.2705 | 0.2752 | 1.2705 | 1.1272 |
269
+ | No log | 5.5190 | 436 | 1.2798 | 0.2289 | 1.2798 | 1.1313 |
270
+ | No log | 5.5443 | 438 | 1.1728 | 0.2959 | 1.1728 | 1.0830 |
271
+ | No log | 5.5696 | 440 | 1.1105 | 0.1928 | 1.1105 | 1.0538 |
272
+ | No log | 5.5949 | 442 | 1.0523 | 0.2968 | 1.0523 | 1.0258 |
273
+ | No log | 5.6203 | 444 | 1.1190 | 0.3385 | 1.1190 | 1.0579 |
274
+ | No log | 5.6456 | 446 | 1.1571 | 0.3045 | 1.1571 | 1.0757 |
275
+ | No log | 5.6709 | 448 | 1.1455 | 0.2134 | 1.1455 | 1.0703 |
276
+ | No log | 5.6962 | 450 | 1.1281 | 0.2893 | 1.1281 | 1.0621 |
277
+ | No log | 5.7215 | 452 | 1.1028 | 0.2743 | 1.1028 | 1.0502 |
278
+ | No log | 5.7468 | 454 | 1.0893 | 0.2355 | 1.0893 | 1.0437 |
279
+ | No log | 5.7722 | 456 | 1.0789 | 0.2814 | 1.0789 | 1.0387 |
280
+ | No log | 5.7975 | 458 | 1.0912 | 0.2567 | 1.0912 | 1.0446 |
281
+ | No log | 5.8228 | 460 | 1.0996 | 0.2601 | 1.0996 | 1.0486 |
282
+ | No log | 5.8481 | 462 | 1.1159 | 0.2871 | 1.1159 | 1.0564 |
283
+ | No log | 5.8734 | 464 | 1.1189 | 0.3554 | 1.1189 | 1.0578 |
284
+ | No log | 5.8987 | 466 | 1.1249 | 0.3214 | 1.1249 | 1.0606 |
285
+ | No log | 5.9241 | 468 | 1.1156 | 0.2950 | 1.1156 | 1.0562 |
286
+ | No log | 5.9494 | 470 | 1.1507 | 0.2697 | 1.1507 | 1.0727 |
287
+ | No log | 5.9747 | 472 | 1.1967 | 0.3031 | 1.1967 | 1.0939 |
288
+ | No log | 6.0 | 474 | 1.1025 | 0.2892 | 1.1025 | 1.0500 |
289
+ | No log | 6.0253 | 476 | 1.0510 | 0.3108 | 1.0510 | 1.0252 |
290
+ | No log | 6.0506 | 478 | 1.0427 | 0.3650 | 1.0427 | 1.0211 |
291
+ | No log | 6.0759 | 480 | 1.0923 | 0.3363 | 1.0923 | 1.0451 |
292
+ | No log | 6.1013 | 482 | 1.1288 | 0.2520 | 1.1288 | 1.0625 |
293
+ | No log | 6.1266 | 484 | 1.1599 | 0.2681 | 1.1599 | 1.0770 |
294
+ | No log | 6.1519 | 486 | 1.2193 | 0.2124 | 1.2193 | 1.1042 |
295
+ | No log | 6.1772 | 488 | 1.2248 | 0.2223 | 1.2248 | 1.1067 |
296
+ | No log | 6.2025 | 490 | 1.1991 | 0.2212 | 1.1991 | 1.0950 |
297
+ | No log | 6.2278 | 492 | 1.2234 | 0.1662 | 1.2234 | 1.1061 |
298
+ | No log | 6.2532 | 494 | 1.2060 | 0.1662 | 1.2060 | 1.0982 |
299
+ | No log | 6.2785 | 496 | 1.1289 | 0.2545 | 1.1289 | 1.0625 |
300
+ | No log | 6.3038 | 498 | 1.0936 | 0.2892 | 1.0936 | 1.0457 |
301
+ | 0.437 | 6.3291 | 500 | 1.0644 | 0.2892 | 1.0644 | 1.0317 |
302
+ | 0.437 | 6.3544 | 502 | 1.0474 | 0.3090 | 1.0474 | 1.0234 |
303
+ | 0.437 | 6.3797 | 504 | 1.0339 | 0.2991 | 1.0339 | 1.0168 |
304
+ | 0.437 | 6.4051 | 506 | 1.0308 | 0.3039 | 1.0308 | 1.0153 |
305
+ | 0.437 | 6.4304 | 508 | 1.0216 | 0.3301 | 1.0216 | 1.0108 |
306
+ | 0.437 | 6.4557 | 510 | 1.0146 | 0.4026 | 1.0146 | 1.0073 |
307
+ | 0.437 | 6.4810 | 512 | 1.0191 | 0.4256 | 1.0191 | 1.0095 |
308
+ | 0.437 | 6.5063 | 514 | 1.0087 | 0.3443 | 1.0087 | 1.0043 |
309
+ | 0.437 | 6.5316 | 516 | 0.9919 | 0.3036 | 0.9919 | 0.9959 |
310
+ | 0.437 | 6.5570 | 518 | 0.9920 | 0.3338 | 0.9920 | 0.9960 |
311
+ | 0.437 | 6.5823 | 520 | 0.9619 | 0.3154 | 0.9619 | 0.9808 |
312
+ | 0.437 | 6.6076 | 522 | 0.9557 | 0.4444 | 0.9557 | 0.9776 |
313
+ | 0.437 | 6.6329 | 524 | 1.0709 | 0.3913 | 1.0709 | 1.0348 |
314
+ | 0.437 | 6.6582 | 526 | 1.1131 | 0.3438 | 1.1131 | 1.0550 |
315
+ | 0.437 | 6.6835 | 528 | 1.0546 | 0.4300 | 1.0546 | 1.0269 |
316
+ | 0.437 | 6.7089 | 530 | 1.0314 | 0.3066 | 1.0314 | 1.0156 |
317
+ | 0.437 | 6.7342 | 532 | 1.0632 | 0.3011 | 1.0632 | 1.0311 |
318
+ | 0.437 | 6.7595 | 534 | 1.0444 | 0.3011 | 1.0444 | 1.0220 |
319
+ | 0.437 | 6.7848 | 536 | 0.9882 | 0.3237 | 0.9882 | 0.9941 |
320
+ | 0.437 | 6.8101 | 538 | 1.0075 | 0.4373 | 1.0075 | 1.0038 |
321
+ | 0.437 | 6.8354 | 540 | 1.0108 | 0.4373 | 1.0108 | 1.0054 |
322
+ | 0.437 | 6.8608 | 542 | 1.0026 | 0.4217 | 1.0026 | 1.0013 |
323
+ | 0.437 | 6.8861 | 544 | 1.0123 | 0.3443 | 1.0123 | 1.0062 |
324
+ | 0.437 | 6.9114 | 546 | 1.0786 | 0.2700 | 1.0786 | 1.0386 |
325
+ | 0.437 | 6.9367 | 548 | 1.0796 | 0.2795 | 1.0796 | 1.0391 |
326
+ | 0.437 | 6.9620 | 550 | 1.0531 | 0.3184 | 1.0531 | 1.0262 |
327
+ | 0.437 | 6.9873 | 552 | 1.0352 | 0.2823 | 1.0352 | 1.0174 |
328
+ | 0.437 | 7.0127 | 554 | 1.0285 | 0.3508 | 1.0285 | 1.0142 |
329
+ | 0.437 | 7.0380 | 556 | 1.0621 | 0.3463 | 1.0621 | 1.0306 |
330
+ | 0.437 | 7.0633 | 558 | 1.0170 | 0.3508 | 1.0170 | 1.0085 |
331
+ | 0.437 | 7.0886 | 560 | 0.9744 | 0.3066 | 0.9744 | 0.9871 |
332
+ | 0.437 | 7.1139 | 562 | 0.9947 | 0.3291 | 0.9947 | 0.9974 |
333
+ | 0.437 | 7.1392 | 564 | 0.9862 | 0.3498 | 0.9862 | 0.9931 |
334
+ | 0.437 | 7.1646 | 566 | 0.9840 | 0.3347 | 0.9840 | 0.9920 |
335
+ | 0.437 | 7.1899 | 568 | 0.9827 | 0.3373 | 0.9827 | 0.9913 |
336
+ | 0.437 | 7.2152 | 570 | 0.9678 | 0.3626 | 0.9678 | 0.9838 |
337
+ | 0.437 | 7.2405 | 572 | 0.9340 | 0.3692 | 0.9340 | 0.9664 |
338
+ | 0.437 | 7.2658 | 574 | 0.9138 | 0.4575 | 0.9138 | 0.9559 |
339
+ | 0.437 | 7.2911 | 576 | 0.9194 | 0.4122 | 0.9194 | 0.9589 |
340
+ | 0.437 | 7.3165 | 578 | 0.9482 | 0.3943 | 0.9482 | 0.9737 |
341
+ | 0.437 | 7.3418 | 580 | 0.9887 | 0.4142 | 0.9887 | 0.9944 |
342
+ | 0.437 | 7.3671 | 582 | 1.0166 | 0.4142 | 1.0166 | 1.0083 |
343
+ | 0.437 | 7.3924 | 584 | 1.0301 | 0.4142 | 1.0301 | 1.0149 |
344
+ | 0.437 | 7.4177 | 586 | 1.0156 | 0.3608 | 1.0156 | 1.0078 |
345
+ | 0.437 | 7.4430 | 588 | 0.9992 | 0.3511 | 0.9992 | 0.9996 |
346
+ | 0.437 | 7.4684 | 590 | 0.9921 | 0.3256 | 0.9921 | 0.9960 |
347
+ | 0.437 | 7.4937 | 592 | 0.9907 | 0.3511 | 0.9907 | 0.9953 |
348
+ | 0.437 | 7.5190 | 594 | 1.0121 | 0.4042 | 1.0121 | 1.0061 |
349
+ | 0.437 | 7.5443 | 596 | 1.1135 | 0.3113 | 1.1135 | 1.0552 |
350
+ | 0.437 | 7.5696 | 598 | 1.1496 | 0.2745 | 1.1496 | 1.0722 |
351
+ | 0.437 | 7.5949 | 600 | 1.0848 | 0.3282 | 1.0848 | 1.0415 |
352
+ | 0.437 | 7.6203 | 602 | 1.0578 | 0.3596 | 1.0578 | 1.0285 |
353
+ | 0.437 | 7.6456 | 604 | 1.1812 | 0.2356 | 1.1812 | 1.0868 |
354
+ | 0.437 | 7.6709 | 606 | 1.2404 | 0.2492 | 1.2404 | 1.1137 |
355
+ | 0.437 | 7.6962 | 608 | 1.1321 | 0.2031 | 1.1321 | 1.0640 |
356
+ | 0.437 | 7.7215 | 610 | 1.0880 | 0.3811 | 1.0880 | 1.0431 |
357
+ | 0.437 | 7.7468 | 612 | 1.1499 | 0.3716 | 1.1499 | 1.0723 |
358
+ | 0.437 | 7.7722 | 614 | 1.1278 | 0.3091 | 1.1278 | 1.0620 |
359
+ | 0.437 | 7.7975 | 616 | 1.0617 | 0.3762 | 1.0617 | 1.0304 |
360
+ | 0.437 | 7.8228 | 618 | 1.0300 | 0.3159 | 1.0300 | 1.0149 |
361
+ | 0.437 | 7.8481 | 620 | 1.0497 | 0.3062 | 1.0497 | 1.0245 |
362
+ | 0.437 | 7.8734 | 622 | 1.0686 | 0.3159 | 1.0686 | 1.0337 |
363
+ | 0.437 | 7.8987 | 624 | 1.1178 | 0.2944 | 1.1178 | 1.0573 |
364
+ | 0.437 | 7.9241 | 626 | 1.1577 | 0.2803 | 1.1577 | 1.0759 |
365
+ | 0.437 | 7.9494 | 628 | 1.1725 | 0.2584 | 1.1725 | 1.0828 |
366
+ | 0.437 | 7.9747 | 630 | 1.1800 | 0.2550 | 1.1800 | 1.0863 |
367
+ | 0.437 | 8.0 | 632 | 1.1764 | 0.2601 | 1.1764 | 1.0846 |
368
+ | 0.437 | 8.0253 | 634 | 1.1235 | 0.2584 | 1.1235 | 1.0599 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
369
 
370
 
371
  ### Framework versions