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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_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_usingWellWrittenEssays_FineTuningAraBERT_run2_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_usingWellWrittenEssays_FineTuningAraBERT_run2_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: 1.2506
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- - Qwk: 0.0954
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- - Mse: 1.2506
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- - Rmse: 1.1183
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  ## Model description
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@@ -49,516 +49,263 @@ 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 | 0.0455 | 2 | 4.6479 | -0.0020 | 4.6479 | 2.1559 |
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- | No log | 0.0909 | 4 | 2.8042 | 0.0066 | 2.8042 | 1.6746 |
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- | No log | 0.1364 | 6 | 2.5629 | -0.0566 | 2.5629 | 1.6009 |
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- | No log | 0.1818 | 8 | 1.6482 | -0.1009 | 1.6482 | 1.2838 |
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- | No log | 0.2273 | 10 | 1.2385 | 0.1110 | 1.2385 | 1.1129 |
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- | No log | 0.2727 | 12 | 1.2391 | 0.1812 | 1.2391 | 1.1131 |
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- | No log | 0.3182 | 14 | 1.3528 | 0.0319 | 1.3528 | 1.1631 |
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- | No log | 0.3636 | 16 | 1.1979 | 0.1693 | 1.1979 | 1.0945 |
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- | No log | 0.4091 | 18 | 1.1695 | 0.1952 | 1.1695 | 1.0814 |
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- | No log | 0.4545 | 20 | 1.1638 | 0.2520 | 1.1638 | 1.0788 |
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- | No log | 0.5 | 22 | 1.1670 | 0.2097 | 1.1670 | 1.0803 |
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- | No log | 0.5455 | 24 | 1.1760 | 0.1732 | 1.1760 | 1.0844 |
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- | No log | 0.5909 | 26 | 1.1952 | 0.2424 | 1.1952 | 1.0933 |
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- | No log | 0.6364 | 28 | 1.2331 | 0.1733 | 1.2331 | 1.1104 |
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- | No log | 0.6818 | 30 | 1.3394 | 0.1045 | 1.3394 | 1.1573 |
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- | No log | 0.7273 | 32 | 1.3618 | 0.0537 | 1.3618 | 1.1670 |
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- | No log | 0.7727 | 34 | 1.3753 | 0.0688 | 1.3753 | 1.1727 |
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- | No log | 0.8182 | 36 | 1.1898 | 0.2168 | 1.1898 | 1.0908 |
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- | No log | 0.8636 | 38 | 1.2015 | 0.1482 | 1.2015 | 1.0961 |
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- | No log | 0.9091 | 40 | 1.3730 | 0.0353 | 1.3730 | 1.1718 |
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- | No log | 0.9545 | 42 | 1.3862 | 0.0454 | 1.3862 | 1.1774 |
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- | No log | 1.0 | 44 | 1.2831 | 0.0353 | 1.2831 | 1.1327 |
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- | No log | 1.0455 | 46 | 1.1516 | 0.1546 | 1.1516 | 1.0731 |
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- | No log | 1.0909 | 48 | 1.2090 | 0.2245 | 1.2090 | 1.0996 |
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- | No log | 1.1364 | 50 | 1.3225 | 0.1639 | 1.3225 | 1.1500 |
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- | No log | 1.1818 | 52 | 1.1874 | 0.2342 | 1.1874 | 1.0897 |
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- | No log | 1.2273 | 54 | 1.1035 | 0.2938 | 1.1035 | 1.0505 |
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- | No log | 1.2727 | 56 | 1.0858 | 0.3145 | 1.0858 | 1.0420 |
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- | No log | 1.3182 | 58 | 1.1582 | 0.2072 | 1.1582 | 1.0762 |
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- | No log | 1.3636 | 60 | 1.2732 | 0.2381 | 1.2732 | 1.1284 |
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- | No log | 1.4091 | 62 | 1.2238 | 0.2298 | 1.2238 | 1.1063 |
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- | No log | 1.4545 | 64 | 1.1223 | 0.2800 | 1.1223 | 1.0594 |
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- | No log | 1.5 | 66 | 1.0874 | 0.3715 | 1.0874 | 1.0428 |
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- | No log | 1.5455 | 68 | 1.1541 | 0.3191 | 1.1541 | 1.0743 |
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- | No log | 1.5909 | 70 | 1.3220 | 0.3411 | 1.3220 | 1.1498 |
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- | No log | 1.6364 | 72 | 1.4302 | 0.3118 | 1.4302 | 1.1959 |
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- | No log | 1.6818 | 74 | 1.4971 | 0.2644 | 1.4971 | 1.2236 |
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- | No log | 1.7273 | 76 | 1.3124 | 0.3595 | 1.3124 | 1.1456 |
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- | No log | 1.7727 | 78 | 1.0845 | 0.3282 | 1.0845 | 1.0414 |
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- | No log | 1.8182 | 80 | 1.0993 | 0.2258 | 1.0993 | 1.0485 |
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- | No log | 1.8636 | 82 | 1.1282 | 0.2594 | 1.1282 | 1.0622 |
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- | No log | 1.9091 | 84 | 1.3970 | 0.3752 | 1.3970 | 1.1820 |
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- | No log | 1.9545 | 86 | 1.4414 | 0.3752 | 1.4414 | 1.2006 |
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- | No log | 2.0 | 88 | 1.4246 | 0.3818 | 1.4246 | 1.1936 |
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- | No log | 2.0455 | 90 | 1.1502 | 0.2515 | 1.1502 | 1.0725 |
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- | No log | 2.0909 | 92 | 1.1577 | 0.2558 | 1.1577 | 1.0760 |
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- | No log | 2.1364 | 94 | 1.1169 | 0.2144 | 1.1169 | 1.0569 |
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- | No log | 2.1818 | 96 | 1.1624 | 0.2275 | 1.1624 | 1.0781 |
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- | No log | 2.2273 | 98 | 1.2291 | 0.3316 | 1.2291 | 1.1087 |
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- | No log | 2.2727 | 100 | 1.1226 | 0.2313 | 1.1226 | 1.0595 |
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- | No log | 2.3182 | 102 | 1.0003 | 0.2640 | 1.0003 | 1.0001 |
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- | No log | 2.3636 | 104 | 0.9554 | 0.3796 | 0.9554 | 0.9774 |
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- | No log | 2.4091 | 106 | 1.1392 | 0.2958 | 1.1392 | 1.0673 |
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- | No log | 2.4545 | 108 | 1.7763 | 0.2289 | 1.7763 | 1.3328 |
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- | No log | 2.5 | 110 | 1.9624 | 0.0846 | 1.9624 | 1.4008 |
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- | No log | 2.5455 | 112 | 1.7964 | 0.1918 | 1.7964 | 1.3403 |
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- | No log | 2.5909 | 114 | 1.2375 | 0.3537 | 1.2375 | 1.1124 |
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- | No log | 2.6364 | 116 | 1.0387 | 0.3684 | 1.0387 | 1.0192 |
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- | No log | 2.6818 | 118 | 1.0445 | 0.4002 | 1.0445 | 1.0220 |
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- | No log | 2.7273 | 120 | 1.1255 | 0.2375 | 1.1255 | 1.0609 |
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- | No log | 2.7727 | 122 | 1.2989 | 0.2559 | 1.2989 | 1.1397 |
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- | No log | 2.8182 | 124 | 1.2847 | 0.2589 | 1.2847 | 1.1335 |
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- | No log | 2.8636 | 126 | 1.1646 | 0.2791 | 1.1646 | 1.0792 |
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- | No log | 2.9091 | 128 | 1.2437 | 0.2663 | 1.2437 | 1.1152 |
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- | No log | 2.9545 | 130 | 1.2249 | 0.2918 | 1.2249 | 1.1068 |
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- | No log | 3.0 | 132 | 1.2493 | 0.3232 | 1.2493 | 1.1177 |
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- | No log | 3.0455 | 134 | 1.4952 | 0.3510 | 1.4952 | 1.2228 |
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- | No log | 3.0909 | 136 | 1.5685 | 0.3345 | 1.5685 | 1.2524 |
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- | No log | 3.1364 | 138 | 1.4607 | 0.3238 | 1.4607 | 1.2086 |
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- | No log | 3.1818 | 140 | 1.2771 | 0.1703 | 1.2771 | 1.1301 |
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- | No log | 3.2273 | 142 | 1.1157 | 0.1211 | 1.1157 | 1.0563 |
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- | No log | 3.2727 | 144 | 1.0823 | 0.2142 | 1.0823 | 1.0403 |
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- | No log | 3.3182 | 146 | 1.1582 | 0.0700 | 1.1582 | 1.0762 |
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- | No log | 3.3636 | 148 | 1.2924 | 0.0607 | 1.2924 | 1.1369 |
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- | No log | 3.4091 | 150 | 1.3087 | 0.2046 | 1.3087 | 1.1440 |
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- | No log | 3.4545 | 152 | 1.2936 | 0.2046 | 1.2936 | 1.1373 |
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- | No log | 3.5 | 154 | 1.2619 | 0.2367 | 1.2619 | 1.1233 |
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- | No log | 3.5455 | 156 | 1.1976 | 0.2542 | 1.1976 | 1.0943 |
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- | No log | 3.5909 | 158 | 1.3165 | 0.3136 | 1.3165 | 1.1474 |
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- | No log | 3.6364 | 160 | 1.2762 | 0.2693 | 1.2762 | 1.1297 |
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- | No log | 3.6818 | 162 | 1.1117 | 0.1658 | 1.1117 | 1.0544 |
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- | No log | 3.7273 | 164 | 0.9964 | 0.2539 | 0.9964 | 0.9982 |
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- | No log | 3.7727 | 166 | 1.0239 | 0.1466 | 1.0239 | 1.0119 |
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- | No log | 3.8182 | 168 | 1.2053 | 0.2693 | 1.2053 | 1.0979 |
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- | No log | 3.8636 | 170 | 1.4094 | 0.2945 | 1.4094 | 1.1872 |
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- | No log | 3.9091 | 172 | 1.5210 | 0.3167 | 1.5210 | 1.2333 |
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- | No log | 3.9545 | 174 | 1.4240 | 0.2945 | 1.4240 | 1.1933 |
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- | No log | 4.0 | 176 | 1.2056 | 0.2664 | 1.2056 | 1.0980 |
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- | No log | 4.0455 | 178 | 1.0939 | 0.2810 | 1.0939 | 1.0459 |
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- | No log | 4.0909 | 180 | 1.1118 | 0.2904 | 1.1118 | 1.0544 |
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- | No log | 4.1364 | 182 | 1.2875 | 0.2341 | 1.2875 | 1.1347 |
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- | No log | 4.1818 | 184 | 1.4998 | 0.2851 | 1.4998 | 1.2247 |
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- | No log | 4.2273 | 186 | 1.4790 | 0.2851 | 1.4790 | 1.2161 |
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- | No log | 4.2727 | 188 | 1.3089 | 0.2959 | 1.3089 | 1.1441 |
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- | No log | 4.3182 | 190 | 1.1265 | 0.2343 | 1.1265 | 1.0614 |
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- | No log | 4.3636 | 192 | 1.1536 | 0.2665 | 1.1536 | 1.0741 |
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- | No log | 4.4091 | 194 | 1.2735 | 0.2410 | 1.2735 | 1.1285 |
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- | No log | 4.4545 | 196 | 1.2496 | 0.2817 | 1.2496 | 1.1179 |
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- | No log | 4.5 | 198 | 1.1933 | 0.2864 | 1.1933 | 1.0924 |
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- | No log | 4.5455 | 200 | 1.1123 | 0.2466 | 1.1123 | 1.0547 |
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- | No log | 4.5909 | 202 | 1.1488 | 0.2727 | 1.1488 | 1.0718 |
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- | No log | 4.6364 | 204 | 1.3118 | 0.2445 | 1.3118 | 1.1453 |
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- | No log | 4.6818 | 206 | 1.2825 | 0.1935 | 1.2825 | 1.1325 |
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- | No log | 4.7273 | 208 | 1.2654 | 0.1935 | 1.2654 | 1.1249 |
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- | No log | 4.7727 | 210 | 1.2386 | 0.1989 | 1.2386 | 1.1129 |
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- | No log | 4.8182 | 212 | 1.2787 | 0.1989 | 1.2787 | 1.1308 |
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- | No log | 4.8636 | 214 | 1.3166 | 0.1989 | 1.3166 | 1.1474 |
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- | No log | 4.9091 | 216 | 1.5623 | 0.2900 | 1.5623 | 1.2499 |
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- | No log | 4.9545 | 218 | 1.6007 | 0.2900 | 1.6007 | 1.2652 |
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- | No log | 5.0 | 220 | 1.3766 | 0.2494 | 1.3766 | 1.1733 |
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- | No log | 5.0455 | 222 | 1.2069 | 0.1466 | 1.2069 | 1.0986 |
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- | No log | 5.0909 | 224 | 1.1461 | 0.1528 | 1.1461 | 1.0705 |
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- | No log | 5.1364 | 226 | 1.1470 | 0.2206 | 1.1470 | 1.0710 |
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- | No log | 5.1818 | 228 | 1.3626 | 0.2857 | 1.3626 | 1.1673 |
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- | No log | 5.2273 | 230 | 1.5092 | 0.3615 | 1.5092 | 1.2285 |
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- | No log | 5.2727 | 232 | 1.4242 | 0.3377 | 1.4242 | 1.1934 |
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- | No log | 5.3182 | 234 | 1.2881 | 0.2833 | 1.2881 | 1.1349 |
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- | No log | 5.3636 | 236 | 1.2558 | 0.2503 | 1.2558 | 1.1206 |
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- | No log | 5.4091 | 238 | 1.3178 | 0.3004 | 1.3178 | 1.1480 |
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- | No log | 5.4545 | 240 | 1.5798 | 0.3099 | 1.5798 | 1.2569 |
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- | No log | 5.5 | 242 | 1.5689 | 0.3157 | 1.5689 | 1.2526 |
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- | No log | 5.5455 | 244 | 1.3981 | 0.2736 | 1.3981 | 1.1824 |
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- | No log | 5.5909 | 246 | 1.2006 | 0.1345 | 1.2006 | 1.0957 |
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- | No log | 5.6364 | 248 | 1.1577 | 0.0780 | 1.1577 | 1.0760 |
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- | No log | 5.6818 | 250 | 1.2496 | 0.1536 | 1.2496 | 1.1179 |
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- | No log | 5.7273 | 252 | 1.3314 | 0.1345 | 1.3314 | 1.1539 |
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- | No log | 5.7727 | 254 | 1.3340 | 0.2736 | 1.3340 | 1.1550 |
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- | No log | 5.8182 | 256 | 1.5176 | 0.3331 | 1.5176 | 1.2319 |
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- | No log | 5.8636 | 258 | 1.5019 | 0.3317 | 1.5019 | 1.2255 |
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- | No log | 5.9091 | 260 | 1.4378 | 0.3392 | 1.4378 | 1.1991 |
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- | No log | 5.9545 | 262 | 1.2622 | 0.3094 | 1.2622 | 1.1235 |
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- | No log | 6.0 | 264 | 1.2115 | 0.1903 | 1.2115 | 1.1007 |
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- | No log | 6.0455 | 266 | 1.0938 | 0.0721 | 1.0938 | 1.0458 |
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- | No log | 6.0909 | 268 | 1.0862 | 0.0810 | 1.0862 | 1.0422 |
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- | No log | 6.1364 | 270 | 1.1363 | 0.1211 | 1.1363 | 1.0660 |
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- | No log | 6.1818 | 272 | 1.2379 | 0.0980 | 1.2379 | 1.1126 |
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- | No log | 6.2273 | 274 | 1.3205 | 0.1894 | 1.3205 | 1.1491 |
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- | No log | 6.2727 | 276 | 1.5085 | 0.2660 | 1.5085 | 1.2282 |
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- | No log | 6.3182 | 278 | 1.7000 | 0.3063 | 1.7000 | 1.3038 |
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- | No log | 6.3636 | 280 | 1.7621 | 0.2803 | 1.7621 | 1.3275 |
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- | No log | 6.4091 | 282 | 1.7343 | 0.3093 | 1.7343 | 1.3169 |
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- | No log | 6.4545 | 284 | 1.6135 | 0.3173 | 1.6135 | 1.2703 |
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- | No log | 6.5 | 286 | 1.3652 | 0.2647 | 1.3652 | 1.1684 |
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- | No log | 6.5455 | 288 | 1.1689 | 0.1761 | 1.1689 | 1.0811 |
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- | No log | 6.5909 | 290 | 1.1965 | 0.1761 | 1.1965 | 1.0938 |
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- | No log | 6.6364 | 292 | 1.2878 | 0.1217 | 1.2878 | 1.1348 |
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- | No log | 6.6818 | 294 | 1.3170 | 0.0887 | 1.3170 | 1.1476 |
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- | No log | 6.7273 | 296 | 1.3698 | 0.0887 | 1.3698 | 1.1704 |
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- | No log | 6.7727 | 298 | 1.3433 | 0.0887 | 1.3433 | 1.1590 |
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- | No log | 6.8182 | 300 | 1.1913 | 0.1315 | 1.1913 | 1.0915 |
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- | No log | 6.8636 | 302 | 1.1403 | 0.1761 | 1.1403 | 1.0678 |
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- | No log | 6.9091 | 304 | 1.1853 | 0.1755 | 1.1853 | 1.0887 |
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- | No log | 6.9545 | 306 | 1.4325 | 0.2839 | 1.4325 | 1.1969 |
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- | No log | 7.0 | 308 | 1.8411 | 0.2632 | 1.8411 | 1.3569 |
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- | No log | 7.0455 | 310 | 1.9424 | 0.1814 | 1.9424 | 1.3937 |
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- | No log | 7.0909 | 312 | 1.7719 | 0.3205 | 1.7719 | 1.3311 |
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- | No log | 7.1364 | 314 | 1.4343 | 0.2985 | 1.4343 | 1.1976 |
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- | No log | 7.1818 | 316 | 1.3151 | 0.1850 | 1.3151 | 1.1468 |
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- | No log | 7.2273 | 318 | 1.3116 | 0.1316 | 1.3116 | 1.1452 |
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- | No log | 7.2727 | 320 | 1.3142 | 0.1316 | 1.3142 | 1.1464 |
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- | No log | 7.3182 | 322 | 1.3150 | 0.1316 | 1.3150 | 1.1467 |
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- | No log | 7.3636 | 324 | 1.3344 | 0.1894 | 1.3344 | 1.1552 |
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- | No log | 7.4091 | 326 | 1.2472 | 0.1896 | 1.2472 | 1.1168 |
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- | No log | 7.4545 | 328 | 1.1957 | 0.2173 | 1.1957 | 1.0935 |
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- | No log | 7.5 | 330 | 1.3697 | 0.2863 | 1.3697 | 1.1704 |
217
- | No log | 7.5455 | 332 | 1.4841 | 0.3317 | 1.4841 | 1.2182 |
218
- | No log | 7.5909 | 334 | 1.4507 | 0.3317 | 1.4507 | 1.2045 |
219
- | No log | 7.6364 | 336 | 1.3030 | 0.2798 | 1.3030 | 1.1415 |
220
- | No log | 7.6818 | 338 | 1.2536 | 0.3108 | 1.2536 | 1.1197 |
221
- | No log | 7.7273 | 340 | 1.3010 | 0.3003 | 1.3010 | 1.1406 |
222
- | No log | 7.7727 | 342 | 1.2569 | 0.1596 | 1.2569 | 1.1211 |
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- | No log | 7.8182 | 344 | 1.3032 | 0.1596 | 1.3032 | 1.1416 |
224
- | No log | 7.8636 | 346 | 1.4332 | 0.2238 | 1.4332 | 1.1972 |
225
- | No log | 7.9091 | 348 | 1.4627 | 0.2131 | 1.4627 | 1.2094 |
226
- | No log | 7.9545 | 350 | 1.3374 | 0.1596 | 1.3374 | 1.1565 |
227
- | No log | 8.0 | 352 | 1.2706 | 0.1405 | 1.2706 | 1.1272 |
228
- | No log | 8.0455 | 354 | 1.3552 | 0.1500 | 1.3552 | 1.1641 |
229
- | No log | 8.0909 | 356 | 1.4887 | 0.1191 | 1.4887 | 1.2201 |
230
- | No log | 8.1364 | 358 | 1.6191 | 0.2331 | 1.6191 | 1.2724 |
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- | No log | 8.1818 | 360 | 1.5424 | 0.1655 | 1.5424 | 1.2419 |
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- | No log | 8.2273 | 362 | 1.3957 | 0.1692 | 1.3957 | 1.1814 |
233
- | No log | 8.2727 | 364 | 1.4124 | 0.1692 | 1.4124 | 1.1884 |
234
- | No log | 8.3182 | 366 | 1.4348 | 0.1692 | 1.4348 | 1.1978 |
235
- | No log | 8.3636 | 368 | 1.5931 | 0.1498 | 1.5931 | 1.2622 |
236
- | No log | 8.4091 | 370 | 1.8508 | 0.1678 | 1.8508 | 1.3604 |
237
- | No log | 8.4545 | 372 | 1.8897 | 0.1713 | 1.8897 | 1.3746 |
238
- | No log | 8.5 | 374 | 1.6983 | 0.2378 | 1.6983 | 1.3032 |
239
- | No log | 8.5455 | 376 | 1.5115 | 0.1533 | 1.5115 | 1.2294 |
240
- | No log | 8.5909 | 378 | 1.4022 | 0.1220 | 1.4022 | 1.1841 |
241
- | No log | 8.6364 | 380 | 1.4556 | 0.1371 | 1.4556 | 1.2065 |
242
- | No log | 8.6818 | 382 | 1.3728 | 0.1379 | 1.3728 | 1.1717 |
243
- | No log | 8.7273 | 384 | 1.2615 | 0.0486 | 1.2615 | 1.1231 |
244
- | No log | 8.7727 | 386 | 1.2430 | 0.0849 | 1.2430 | 1.1149 |
245
- | No log | 8.8182 | 388 | 1.3282 | 0.1477 | 1.3282 | 1.1525 |
246
- | No log | 8.8636 | 390 | 1.5823 | 0.1971 | 1.5823 | 1.2579 |
247
- | No log | 8.9091 | 392 | 1.7739 | 0.1917 | 1.7739 | 1.3319 |
248
- | No log | 8.9545 | 394 | 1.7180 | 0.2230 | 1.7180 | 1.3107 |
249
- | No log | 9.0 | 396 | 1.5035 | 0.2377 | 1.5035 | 1.2262 |
250
- | No log | 9.0455 | 398 | 1.4092 | 0.2377 | 1.4092 | 1.1871 |
251
- | No log | 9.0909 | 400 | 1.4299 | 0.2377 | 1.4299 | 1.1958 |
252
- | No log | 9.1364 | 402 | 1.5181 | 0.2228 | 1.5181 | 1.2321 |
253
- | No log | 9.1818 | 404 | 1.5641 | 0.2228 | 1.5641 | 1.2506 |
254
- | No log | 9.2273 | 406 | 1.4337 | 0.2479 | 1.4337 | 1.1974 |
255
- | No log | 9.2727 | 408 | 1.2748 | 0.1894 | 1.2748 | 1.1291 |
256
- | No log | 9.3182 | 410 | 1.1678 | 0.1479 | 1.1678 | 1.0806 |
257
- | No log | 9.3636 | 412 | 1.1483 | 0.1379 | 1.1483 | 1.0716 |
258
- | No log | 9.4091 | 414 | 1.1560 | 0.1850 | 1.1560 | 1.0752 |
259
- | No log | 9.4545 | 416 | 1.2852 | 0.3348 | 1.2852 | 1.1337 |
260
- | No log | 9.5 | 418 | 1.2962 | 0.3261 | 1.2962 | 1.1385 |
261
- | No log | 9.5455 | 420 | 1.2357 | 0.2889 | 1.2357 | 1.1116 |
262
- | No log | 9.5909 | 422 | 1.0937 | 0.1310 | 1.0937 | 1.0458 |
263
- | No log | 9.6364 | 424 | 1.0444 | 0.1406 | 1.0444 | 1.0220 |
264
- | No log | 9.6818 | 426 | 1.0441 | 0.1406 | 1.0441 | 1.0218 |
265
- | No log | 9.7273 | 428 | 1.0909 | 0.0916 | 1.0909 | 1.0445 |
266
- | No log | 9.7727 | 430 | 1.1896 | 0.1894 | 1.1896 | 1.0907 |
267
- | No log | 9.8182 | 432 | 1.3930 | 0.2876 | 1.3930 | 1.1803 |
268
- | No log | 9.8636 | 434 | 1.4194 | 0.3111 | 1.4194 | 1.1914 |
269
- | No log | 9.9091 | 436 | 1.3412 | 0.2631 | 1.3412 | 1.1581 |
270
- | No log | 9.9545 | 438 | 1.1500 | 0.1379 | 1.1500 | 1.0724 |
271
- | No log | 10.0 | 440 | 1.0839 | 0.1969 | 1.0839 | 1.0411 |
272
- | No log | 10.0455 | 442 | 1.0738 | 0.1667 | 1.0738 | 1.0362 |
273
- | No log | 10.0909 | 444 | 1.1381 | 0.1602 | 1.1381 | 1.0668 |
274
- | No log | 10.1364 | 446 | 1.3038 | 0.2895 | 1.3038 | 1.1418 |
275
- | No log | 10.1818 | 448 | 1.4825 | 0.3201 | 1.4825 | 1.2176 |
276
- | No log | 10.2273 | 450 | 1.4062 | 0.3462 | 1.4062 | 1.1858 |
277
- | No log | 10.2727 | 452 | 1.3337 | 0.2982 | 1.3337 | 1.1549 |
278
- | No log | 10.3182 | 454 | 1.1680 | 0.2000 | 1.1680 | 1.0807 |
279
- | No log | 10.3636 | 456 | 1.0982 | 0.1504 | 1.0982 | 1.0480 |
280
- | No log | 10.4091 | 458 | 1.1057 | 0.1344 | 1.1057 | 1.0515 |
281
- | No log | 10.4545 | 460 | 1.1734 | 0.2056 | 1.1734 | 1.0833 |
282
- | No log | 10.5 | 462 | 1.3205 | 0.2479 | 1.3205 | 1.1491 |
283
- | No log | 10.5455 | 464 | 1.5385 | 0.3600 | 1.5385 | 1.2404 |
284
- | No log | 10.5909 | 466 | 1.5619 | 0.3600 | 1.5619 | 1.2498 |
285
- | No log | 10.6364 | 468 | 1.4394 | 0.2444 | 1.4394 | 1.1997 |
286
- | No log | 10.6818 | 470 | 1.2428 | 0.2000 | 1.2428 | 1.1148 |
287
- | No log | 10.7273 | 472 | 1.0790 | 0.1242 | 1.0790 | 1.0388 |
288
- | No log | 10.7727 | 474 | 1.0550 | 0.1995 | 1.0550 | 1.0271 |
289
- | No log | 10.8182 | 476 | 1.0713 | 0.1671 | 1.0713 | 1.0350 |
290
- | No log | 10.8636 | 478 | 1.1511 | 0.0771 | 1.1511 | 1.0729 |
291
- | No log | 10.9091 | 480 | 1.3155 | 0.0098 | 1.3155 | 1.1469 |
292
- | No log | 10.9545 | 482 | 1.4640 | 0.1126 | 1.4640 | 1.2100 |
293
- | No log | 11.0 | 484 | 1.5762 | 0.1364 | 1.5762 | 1.2555 |
294
- | No log | 11.0455 | 486 | 1.5690 | 0.1882 | 1.5690 | 1.2526 |
295
- | No log | 11.0909 | 488 | 1.4355 | 0.1655 | 1.4355 | 1.1981 |
296
- | No log | 11.1364 | 490 | 1.2322 | 0.1997 | 1.2322 | 1.1101 |
297
- | No log | 11.1818 | 492 | 1.1874 | 0.1755 | 1.1874 | 1.0897 |
298
- | No log | 11.2273 | 494 | 1.2588 | 0.1750 | 1.2588 | 1.1220 |
299
- | No log | 11.2727 | 496 | 1.4365 | 0.1126 | 1.4365 | 1.1985 |
300
- | No log | 11.3182 | 498 | 1.5100 | 0.0798 | 1.5100 | 1.2288 |
301
- | 0.3136 | 11.3636 | 500 | 1.4696 | 0.0798 | 1.4696 | 1.2123 |
302
- | 0.3136 | 11.4091 | 502 | 1.4116 | 0.0798 | 1.4116 | 1.1881 |
303
- | 0.3136 | 11.4545 | 504 | 1.4202 | 0.1011 | 1.4202 | 1.1917 |
304
- | 0.3136 | 11.5 | 506 | 1.5720 | 0.2923 | 1.5720 | 1.2538 |
305
- | 0.3136 | 11.5455 | 508 | 1.7288 | 0.2508 | 1.7288 | 1.3149 |
306
- | 0.3136 | 11.5909 | 510 | 1.6481 | 0.2228 | 1.6481 | 1.2838 |
307
- | 0.3136 | 11.6364 | 512 | 1.4866 | 0.2028 | 1.4866 | 1.2193 |
308
- | 0.3136 | 11.6818 | 514 | 1.3244 | 0.0456 | 1.3244 | 1.1508 |
309
- | 0.3136 | 11.7273 | 516 | 1.2388 | 0.0098 | 1.2388 | 1.1130 |
310
- | 0.3136 | 11.7727 | 518 | 1.2095 | 0.0980 | 1.2095 | 1.0998 |
311
- | 0.3136 | 11.8182 | 520 | 1.2118 | 0.0789 | 1.2118 | 1.1008 |
312
- | 0.3136 | 11.8636 | 522 | 1.2676 | 0.0887 | 1.2676 | 1.1259 |
313
- | 0.3136 | 11.9091 | 524 | 1.3895 | 0.1497 | 1.3895 | 1.1788 |
314
- | 0.3136 | 11.9545 | 526 | 1.4793 | 0.2341 | 1.4793 | 1.2163 |
315
- | 0.3136 | 12.0 | 528 | 1.4606 | 0.1497 | 1.4606 | 1.2086 |
316
- | 0.3136 | 12.0455 | 530 | 1.3784 | 0.0702 | 1.3784 | 1.1740 |
317
- | 0.3136 | 12.0909 | 532 | 1.2762 | 0.0887 | 1.2762 | 1.1297 |
318
- | 0.3136 | 12.1364 | 534 | 1.2279 | 0.0596 | 1.2279 | 1.1081 |
319
- | 0.3136 | 12.1818 | 536 | 1.2626 | 0.0692 | 1.2626 | 1.1237 |
320
- | 0.3136 | 12.2273 | 538 | 1.4014 | 0.0702 | 1.4014 | 1.1838 |
321
- | 0.3136 | 12.2727 | 540 | 1.5378 | 0.1191 | 1.5378 | 1.2401 |
322
- | 0.3136 | 12.3182 | 542 | 1.5518 | 0.1191 | 1.5518 | 1.2457 |
323
- | 0.3136 | 12.3636 | 544 | 1.5343 | 0.1497 | 1.5343 | 1.2387 |
324
- | 0.3136 | 12.4091 | 546 | 1.4354 | 0.1497 | 1.4354 | 1.1981 |
325
- | 0.3136 | 12.4545 | 548 | 1.2722 | 0.0887 | 1.2722 | 1.1279 |
326
- | 0.3136 | 12.5 | 550 | 1.1417 | 0.0849 | 1.1417 | 1.0685 |
327
- | 0.3136 | 12.5455 | 552 | 1.1116 | 0.0751 | 1.1116 | 1.0543 |
328
- | 0.3136 | 12.5909 | 554 | 1.1111 | 0.0751 | 1.1111 | 1.0541 |
329
- | 0.3136 | 12.6364 | 556 | 1.1689 | 0.0789 | 1.1689 | 1.0812 |
330
- | 0.3136 | 12.6818 | 558 | 1.2520 | 0.1477 | 1.2520 | 1.1189 |
331
- | 0.3136 | 12.7273 | 560 | 1.2886 | 0.1477 | 1.2886 | 1.1352 |
332
- | 0.3136 | 12.7727 | 562 | 1.3029 | 0.1477 | 1.3029 | 1.1414 |
333
- | 0.3136 | 12.8182 | 564 | 1.2413 | 0.0887 | 1.2413 | 1.1141 |
334
- | 0.3136 | 12.8636 | 566 | 1.2192 | 0.0789 | 1.2192 | 1.1042 |
335
- | 0.3136 | 12.9091 | 568 | 1.2889 | 0.1477 | 1.2889 | 1.1353 |
336
- | 0.3136 | 12.9545 | 570 | 1.4388 | 0.1889 | 1.4388 | 1.1995 |
337
- | 0.3136 | 13.0 | 572 | 1.5796 | 0.2740 | 1.5796 | 1.2568 |
338
- | 0.3136 | 13.0455 | 574 | 1.7197 | 0.2453 | 1.7197 | 1.3114 |
339
- | 0.3136 | 13.0909 | 576 | 1.7163 | 0.2453 | 1.7163 | 1.3101 |
340
- | 0.3136 | 13.1364 | 578 | 1.5552 | 0.2987 | 1.5552 | 1.2471 |
341
- | 0.3136 | 13.1818 | 580 | 1.4754 | 0.3220 | 1.4754 | 1.2146 |
342
- | 0.3136 | 13.2273 | 582 | 1.3746 | 0.2479 | 1.3746 | 1.1724 |
343
- | 0.3136 | 13.2727 | 584 | 1.2668 | 0.2046 | 1.2668 | 1.1255 |
344
- | 0.3136 | 13.3182 | 586 | 1.2855 | 0.1943 | 1.2855 | 1.1338 |
345
- | 0.3136 | 13.3636 | 588 | 1.4668 | 0.2574 | 1.4668 | 1.2111 |
346
- | 0.3136 | 13.4091 | 590 | 1.5993 | 0.2659 | 1.5993 | 1.2646 |
347
- | 0.3136 | 13.4545 | 592 | 1.6589 | 0.2618 | 1.6589 | 1.2880 |
348
- | 0.3136 | 13.5 | 594 | 1.6376 | 0.2765 | 1.6376 | 1.2797 |
349
- | 0.3136 | 13.5455 | 596 | 1.5608 | 0.2392 | 1.5608 | 1.2493 |
350
- | 0.3136 | 13.5909 | 598 | 1.4123 | 0.2512 | 1.4123 | 1.1884 |
351
- | 0.3136 | 13.6364 | 600 | 1.2947 | 0.2457 | 1.2947 | 1.1378 |
352
- | 0.3136 | 13.6818 | 602 | 1.2665 | 0.2457 | 1.2665 | 1.1254 |
353
- | 0.3136 | 13.7273 | 604 | 1.3366 | 0.2512 | 1.3366 | 1.1561 |
354
- | 0.3136 | 13.7727 | 606 | 1.3544 | 0.2213 | 1.3544 | 1.1638 |
355
- | 0.3136 | 13.8182 | 608 | 1.3430 | 0.1935 | 1.3430 | 1.1589 |
356
- | 0.3136 | 13.8636 | 610 | 1.3483 | 0.1646 | 1.3483 | 1.1612 |
357
- | 0.3136 | 13.9091 | 612 | 1.3664 | 0.1646 | 1.3664 | 1.1689 |
358
- | 0.3136 | 13.9545 | 614 | 1.3599 | 0.1935 | 1.3599 | 1.1662 |
359
- | 0.3136 | 14.0 | 616 | 1.2950 | 0.2131 | 1.2950 | 1.1380 |
360
- | 0.3136 | 14.0455 | 618 | 1.2630 | 0.2213 | 1.2630 | 1.1238 |
361
- | 0.3136 | 14.0909 | 620 | 1.3714 | 0.2544 | 1.3714 | 1.1711 |
362
- | 0.3136 | 14.1364 | 622 | 1.5596 | 0.4094 | 1.5596 | 1.2488 |
363
- | 0.3136 | 14.1818 | 624 | 1.6655 | 0.3233 | 1.6655 | 1.2906 |
364
- | 0.3136 | 14.2273 | 626 | 1.6281 | 0.2688 | 1.6281 | 1.2760 |
365
- | 0.3136 | 14.2727 | 628 | 1.4886 | 0.1058 | 1.4886 | 1.2201 |
366
- | 0.3136 | 14.3182 | 630 | 1.3554 | 0.0887 | 1.3554 | 1.1642 |
367
- | 0.3136 | 14.3636 | 632 | 1.2736 | 0.0541 | 1.2736 | 1.1285 |
368
- | 0.3136 | 14.4091 | 634 | 1.2249 | 0.0612 | 1.2249 | 1.1068 |
369
- | 0.3136 | 14.4545 | 636 | 1.2085 | 0.0612 | 1.2085 | 1.0993 |
370
- | 0.3136 | 14.5 | 638 | 1.2356 | 0.0789 | 1.2356 | 1.1116 |
371
- | 0.3136 | 14.5455 | 640 | 1.3201 | 0.2707 | 1.3201 | 1.1489 |
372
- | 0.3136 | 14.5909 | 642 | 1.4312 | 0.3149 | 1.4312 | 1.1963 |
373
- | 0.3136 | 14.6364 | 644 | 1.5041 | 0.3368 | 1.5041 | 1.2264 |
374
- | 0.3136 | 14.6818 | 646 | 1.4573 | 0.3149 | 1.4573 | 1.2072 |
375
- | 0.3136 | 14.7273 | 648 | 1.3271 | 0.2266 | 1.3271 | 1.1520 |
376
- | 0.3136 | 14.7727 | 650 | 1.2229 | 0.0887 | 1.2229 | 1.1059 |
377
- | 0.3136 | 14.8182 | 652 | 1.1779 | 0.0612 | 1.1779 | 1.0853 |
378
- | 0.3136 | 14.8636 | 654 | 1.1734 | 0.0612 | 1.1734 | 1.0832 |
379
- | 0.3136 | 14.9091 | 656 | 1.1943 | 0.0954 | 1.1943 | 1.0928 |
380
- | 0.3136 | 14.9545 | 658 | 1.2280 | 0.0789 | 1.2280 | 1.1082 |
381
- | 0.3136 | 15.0 | 660 | 1.2705 | 0.1477 | 1.2705 | 1.1272 |
382
- | 0.3136 | 15.0455 | 662 | 1.2917 | 0.1498 | 1.2917 | 1.1365 |
383
- | 0.3136 | 15.0909 | 664 | 1.3262 | 0.1795 | 1.3262 | 1.1516 |
384
- | 0.3136 | 15.1364 | 666 | 1.3226 | 0.1795 | 1.3226 | 1.1501 |
385
- | 0.3136 | 15.1818 | 668 | 1.2447 | 0.2141 | 1.2447 | 1.1156 |
386
- | 0.3136 | 15.2273 | 670 | 1.2452 | 0.2184 | 1.2452 | 1.1159 |
387
- | 0.3136 | 15.2727 | 672 | 1.3582 | 0.2512 | 1.3582 | 1.1654 |
388
- | 0.3136 | 15.3182 | 674 | 1.4876 | 0.3220 | 1.4876 | 1.2197 |
389
- | 0.3136 | 15.3636 | 676 | 1.5453 | 0.3435 | 1.5453 | 1.2431 |
390
- | 0.3136 | 15.4091 | 678 | 1.4975 | 0.2736 | 1.4975 | 1.2237 |
391
- | 0.3136 | 15.4545 | 680 | 1.3972 | 0.2173 | 1.3972 | 1.1820 |
392
- | 0.3136 | 15.5 | 682 | 1.3578 | 0.2087 | 1.3578 | 1.1652 |
393
- | 0.3136 | 15.5455 | 684 | 1.3386 | 0.1991 | 1.3386 | 1.1570 |
394
- | 0.3136 | 15.5909 | 686 | 1.3520 | 0.1795 | 1.3520 | 1.1628 |
395
- | 0.3136 | 15.6364 | 688 | 1.4059 | 0.1889 | 1.4059 | 1.1857 |
396
- | 0.3136 | 15.6818 | 690 | 1.4401 | 0.2213 | 1.4401 | 1.2000 |
397
- | 0.3136 | 15.7273 | 692 | 1.4410 | 0.2252 | 1.4410 | 1.2004 |
398
- | 0.3136 | 15.7727 | 694 | 1.3889 | 0.1889 | 1.3889 | 1.1785 |
399
- | 0.3136 | 15.8182 | 696 | 1.3372 | 0.1789 | 1.3372 | 1.1564 |
400
- | 0.3136 | 15.8636 | 698 | 1.2498 | 0.0887 | 1.2498 | 1.1179 |
401
- | 0.3136 | 15.9091 | 700 | 1.1600 | 0.0612 | 1.1600 | 1.0770 |
402
- | 0.3136 | 15.9545 | 702 | 1.0942 | 0.0318 | 1.0942 | 1.0461 |
403
- | 0.3136 | 16.0 | 704 | 1.0926 | 0.0318 | 1.0926 | 1.0453 |
404
- | 0.3136 | 16.0455 | 706 | 1.1712 | 0.1538 | 1.1712 | 1.0822 |
405
- | 0.3136 | 16.0909 | 708 | 1.2444 | 0.2553 | 1.2444 | 1.1155 |
406
- | 0.3136 | 16.1364 | 710 | 1.3195 | 0.3026 | 1.3195 | 1.1487 |
407
- | 0.3136 | 16.1818 | 712 | 1.4330 | 0.3893 | 1.4330 | 1.1971 |
408
- | 0.3136 | 16.2273 | 714 | 1.3842 | 0.3254 | 1.3842 | 1.1765 |
409
- | 0.3136 | 16.2727 | 716 | 1.2493 | 0.2938 | 1.2493 | 1.1177 |
410
- | 0.3136 | 16.3182 | 718 | 1.2420 | 0.2664 | 1.2420 | 1.1144 |
411
- | 0.3136 | 16.3636 | 720 | 1.2523 | 0.2184 | 1.2523 | 1.1191 |
412
- | 0.3136 | 16.4091 | 722 | 1.2725 | 0.1440 | 1.2725 | 1.1281 |
413
- | 0.3136 | 16.4545 | 724 | 1.3299 | 0.1283 | 1.3299 | 1.1532 |
414
- | 0.3136 | 16.5 | 726 | 1.3590 | 0.1283 | 1.3590 | 1.1658 |
415
- | 0.3136 | 16.5455 | 728 | 1.3417 | 0.1283 | 1.3417 | 1.1583 |
416
- | 0.3136 | 16.5909 | 730 | 1.2997 | 0.1152 | 1.2997 | 1.1401 |
417
- | 0.3136 | 16.6364 | 732 | 1.2425 | 0.0541 | 1.2425 | 1.1147 |
418
- | 0.3136 | 16.6818 | 734 | 1.2491 | 0.0541 | 1.2491 | 1.1176 |
419
- | 0.3136 | 16.7273 | 736 | 1.2914 | 0.1283 | 1.2914 | 1.1364 |
420
- | 0.3136 | 16.7727 | 738 | 1.3110 | 0.0872 | 1.3110 | 1.1450 |
421
- | 0.3136 | 16.8182 | 740 | 1.2801 | 0.1283 | 1.2801 | 1.1314 |
422
- | 0.3136 | 16.8636 | 742 | 1.2133 | 0.1477 | 1.2133 | 1.1015 |
423
- | 0.3136 | 16.9091 | 744 | 1.1716 | 0.1637 | 1.1716 | 1.0824 |
424
- | 0.3136 | 16.9545 | 746 | 1.1363 | 0.1441 | 1.1363 | 1.0660 |
425
- | 0.3136 | 17.0 | 748 | 1.1314 | 0.1441 | 1.1314 | 1.0637 |
426
- | 0.3136 | 17.0455 | 750 | 1.1149 | 0.1853 | 1.1149 | 1.0559 |
427
- | 0.3136 | 17.0909 | 752 | 1.1440 | 0.1441 | 1.1440 | 1.0696 |
428
- | 0.3136 | 17.1364 | 754 | 1.1900 | 0.1379 | 1.1900 | 1.0909 |
429
- | 0.3136 | 17.1818 | 756 | 1.2558 | 0.1283 | 1.2558 | 1.1206 |
430
- | 0.3136 | 17.2273 | 758 | 1.3197 | 0.2445 | 1.3197 | 1.1488 |
431
- | 0.3136 | 17.2727 | 760 | 1.3199 | 0.2445 | 1.3199 | 1.1489 |
432
- | 0.3136 | 17.3182 | 762 | 1.3330 | 0.2736 | 1.3330 | 1.1546 |
433
- | 0.3136 | 17.3636 | 764 | 1.2883 | 0.1935 | 1.2883 | 1.1350 |
434
- | 0.3136 | 17.4091 | 766 | 1.2304 | 0.1477 | 1.2304 | 1.1093 |
435
- | 0.3136 | 17.4545 | 768 | 1.2174 | 0.0887 | 1.2174 | 1.1034 |
436
- | 0.3136 | 17.5 | 770 | 1.1482 | 0.0513 | 1.1482 | 1.0715 |
437
- | 0.3136 | 17.5455 | 772 | 1.1387 | 0.0513 | 1.1387 | 1.0671 |
438
- | 0.3136 | 17.5909 | 774 | 1.1842 | 0.0513 | 1.1842 | 1.0882 |
439
- | 0.3136 | 17.6364 | 776 | 1.2256 | 0.0442 | 1.2256 | 1.1070 |
440
- | 0.3136 | 17.6818 | 778 | 1.2246 | 0.0954 | 1.2246 | 1.1066 |
441
- | 0.3136 | 17.7273 | 780 | 1.2441 | 0.0887 | 1.2441 | 1.1154 |
442
- | 0.3136 | 17.7727 | 782 | 1.3358 | 0.1789 | 1.3358 | 1.1558 |
443
- | 0.3136 | 17.8182 | 784 | 1.4010 | 0.2173 | 1.4010 | 1.1836 |
444
- | 0.3136 | 17.8636 | 786 | 1.3975 | 0.2173 | 1.3975 | 1.1821 |
445
- | 0.3136 | 17.9091 | 788 | 1.3577 | 0.1789 | 1.3577 | 1.1652 |
446
- | 0.3136 | 17.9545 | 790 | 1.3496 | 0.1789 | 1.3496 | 1.1617 |
447
- | 0.3136 | 18.0 | 792 | 1.3427 | 0.1889 | 1.3427 | 1.1588 |
448
- | 0.3136 | 18.0455 | 794 | 1.3258 | 0.1991 | 1.3258 | 1.1515 |
449
- | 0.3136 | 18.0909 | 796 | 1.3641 | 0.1840 | 1.3641 | 1.1680 |
450
- | 0.3136 | 18.1364 | 798 | 1.3921 | 0.1789 | 1.3921 | 1.1799 |
451
- | 0.3136 | 18.1818 | 800 | 1.4484 | 0.1789 | 1.4484 | 1.2035 |
452
- | 0.3136 | 18.2273 | 802 | 1.5049 | 0.2252 | 1.5049 | 1.2267 |
453
- | 0.3136 | 18.2727 | 804 | 1.4742 | 0.2173 | 1.4742 | 1.2142 |
454
- | 0.3136 | 18.3182 | 806 | 1.3887 | 0.1789 | 1.3887 | 1.1784 |
455
- | 0.3136 | 18.3636 | 808 | 1.3333 | 0.1637 | 1.3333 | 1.1547 |
456
- | 0.3136 | 18.4091 | 810 | 1.3115 | 0.1637 | 1.3115 | 1.1452 |
457
- | 0.3136 | 18.4545 | 812 | 1.3031 | 0.1637 | 1.3031 | 1.1415 |
458
- | 0.3136 | 18.5 | 814 | 1.2992 | 0.1477 | 1.2992 | 1.1398 |
459
- | 0.3136 | 18.5455 | 816 | 1.3013 | 0.1477 | 1.3013 | 1.1408 |
460
- | 0.3136 | 18.5909 | 818 | 1.2834 | 0.1637 | 1.2834 | 1.1329 |
461
- | 0.3136 | 18.6364 | 820 | 1.2776 | 0.1637 | 1.2776 | 1.1303 |
462
- | 0.3136 | 18.6818 | 822 | 1.2598 | 0.1538 | 1.2598 | 1.1224 |
463
- | 0.3136 | 18.7273 | 824 | 1.2611 | 0.1637 | 1.2611 | 1.1230 |
464
- | 0.3136 | 18.7727 | 826 | 1.2799 | 0.1789 | 1.2799 | 1.1313 |
465
- | 0.3136 | 18.8182 | 828 | 1.3015 | 0.2087 | 1.3015 | 1.1409 |
466
- | 0.3136 | 18.8636 | 830 | 1.3357 | 0.2479 | 1.3357 | 1.1557 |
467
- | 0.3136 | 18.9091 | 832 | 1.3543 | 0.2410 | 1.3543 | 1.1637 |
468
- | 0.3136 | 18.9545 | 834 | 1.3010 | 0.1692 | 1.3010 | 1.1406 |
469
- | 0.3136 | 19.0 | 836 | 1.2536 | 0.1538 | 1.2536 | 1.1196 |
470
- | 0.3136 | 19.0455 | 838 | 1.2243 | 0.0954 | 1.2243 | 1.1065 |
471
- | 0.3136 | 19.0909 | 840 | 1.2473 | 0.0954 | 1.2473 | 1.1168 |
472
- | 0.3136 | 19.1364 | 842 | 1.2933 | 0.1538 | 1.2933 | 1.1372 |
473
- | 0.3136 | 19.1818 | 844 | 1.3677 | 0.1789 | 1.3677 | 1.1695 |
474
- | 0.3136 | 19.2273 | 846 | 1.4330 | 0.1497 | 1.4330 | 1.1971 |
475
- | 0.3136 | 19.2727 | 848 | 1.4279 | 0.1497 | 1.4279 | 1.1950 |
476
- | 0.3136 | 19.3182 | 850 | 1.4214 | 0.1379 | 1.4214 | 1.1922 |
477
- | 0.3136 | 19.3636 | 852 | 1.4352 | 0.1687 | 1.4352 | 1.1980 |
478
- | 0.3136 | 19.4091 | 854 | 1.4093 | 0.1379 | 1.4093 | 1.1871 |
479
- | 0.3136 | 19.4545 | 856 | 1.3809 | 0.1058 | 1.3809 | 1.1751 |
480
- | 0.3136 | 19.5 | 858 | 1.3467 | 0.0456 | 1.3467 | 1.1605 |
481
- | 0.3136 | 19.5455 | 860 | 1.3298 | 0.1053 | 1.3298 | 1.1532 |
482
- | 0.3136 | 19.5909 | 862 | 1.3451 | 0.2238 | 1.3451 | 1.1598 |
483
- | 0.3136 | 19.6364 | 864 | 1.4042 | 0.2289 | 1.4042 | 1.1850 |
484
- | 0.3136 | 19.6818 | 866 | 1.4628 | 0.2900 | 1.4628 | 1.2094 |
485
- | 0.3136 | 19.7273 | 868 | 1.4571 | 0.2900 | 1.4571 | 1.2071 |
486
- | 0.3136 | 19.7727 | 870 | 1.3790 | 0.2252 | 1.3790 | 1.1743 |
487
- | 0.3136 | 19.8182 | 872 | 1.2913 | 0.2087 | 1.2913 | 1.1364 |
488
- | 0.3136 | 19.8636 | 874 | 1.2210 | 0.1637 | 1.2210 | 1.1050 |
489
- | 0.3136 | 19.9091 | 876 | 1.2033 | 0.1053 | 1.2033 | 1.0969 |
490
- | 0.3136 | 19.9545 | 878 | 1.1767 | 0.0857 | 1.1767 | 1.0848 |
491
- | 0.3136 | 20.0 | 880 | 1.1788 | 0.0857 | 1.1788 | 1.0857 |
492
- | 0.3136 | 20.0455 | 882 | 1.2075 | 0.1053 | 1.2075 | 1.0989 |
493
- | 0.3136 | 20.0909 | 884 | 1.2647 | 0.1477 | 1.2647 | 1.1246 |
494
- | 0.3136 | 20.1364 | 886 | 1.3191 | 0.1379 | 1.3191 | 1.1485 |
495
- | 0.3136 | 20.1818 | 888 | 1.3526 | 0.1687 | 1.3526 | 1.1630 |
496
- | 0.3136 | 20.2273 | 890 | 1.3975 | 0.2028 | 1.3975 | 1.1822 |
497
- | 0.3136 | 20.2727 | 892 | 1.4135 | 0.2028 | 1.4135 | 1.1889 |
498
- | 0.3136 | 20.3182 | 894 | 1.3767 | 0.1497 | 1.3767 | 1.1733 |
499
- | 0.3136 | 20.3636 | 896 | 1.3512 | 0.2087 | 1.3512 | 1.1624 |
500
- | 0.3136 | 20.4091 | 898 | 1.3131 | 0.1789 | 1.3131 | 1.1459 |
501
- | 0.3136 | 20.4545 | 900 | 1.2567 | 0.1637 | 1.2567 | 1.1210 |
502
- | 0.3136 | 20.5 | 902 | 1.2049 | 0.0711 | 1.2049 | 1.0977 |
503
- | 0.3136 | 20.5455 | 904 | 1.1982 | 0.0628 | 1.1982 | 1.0946 |
504
- | 0.3136 | 20.5909 | 906 | 1.2093 | 0.0628 | 1.2093 | 1.0997 |
505
- | 0.3136 | 20.6364 | 908 | 1.2412 | 0.0541 | 1.2412 | 1.1141 |
506
- | 0.3136 | 20.6818 | 910 | 1.2731 | 0.1477 | 1.2731 | 1.1283 |
507
- | 0.3136 | 20.7273 | 912 | 1.3057 | 0.1477 | 1.3057 | 1.1427 |
508
- | 0.3136 | 20.7727 | 914 | 1.3468 | 0.2410 | 1.3468 | 1.1605 |
509
- | 0.3136 | 20.8182 | 916 | 1.3488 | 0.2131 | 1.3488 | 1.1614 |
510
- | 0.3136 | 20.8636 | 918 | 1.3340 | 0.1789 | 1.3340 | 1.1550 |
511
- | 0.3136 | 20.9091 | 920 | 1.3353 | 0.1477 | 1.3353 | 1.1555 |
512
- | 0.3136 | 20.9545 | 922 | 1.3152 | 0.1477 | 1.3152 | 1.1468 |
513
- | 0.3136 | 21.0 | 924 | 1.3359 | 0.1477 | 1.3359 | 1.1558 |
514
- | 0.3136 | 21.0455 | 926 | 1.3867 | 0.1789 | 1.3867 | 1.1776 |
515
- | 0.3136 | 21.0909 | 928 | 1.4020 | 0.1840 | 1.4020 | 1.1841 |
516
- | 0.3136 | 21.1364 | 930 | 1.3853 | 0.1692 | 1.3853 | 1.1770 |
517
- | 0.3136 | 21.1818 | 932 | 1.3598 | 0.1379 | 1.3598 | 1.1661 |
518
- | 0.3136 | 21.2273 | 934 | 1.3402 | 0.1379 | 1.3402 | 1.1577 |
519
- | 0.3136 | 21.2727 | 936 | 1.3353 | 0.1477 | 1.3353 | 1.1555 |
520
- | 0.3136 | 21.3182 | 938 | 1.3003 | 0.1477 | 1.3003 | 1.1403 |
521
- | 0.3136 | 21.3636 | 940 | 1.2727 | 0.1379 | 1.2727 | 1.1282 |
522
- | 0.3136 | 21.4091 | 942 | 1.2560 | 0.0789 | 1.2560 | 1.1207 |
523
- | 0.3136 | 21.4545 | 944 | 1.2252 | 0.0442 | 1.2252 | 1.1069 |
524
- | 0.3136 | 21.5 | 946 | 1.1883 | 0.0415 | 1.1883 | 1.0901 |
525
- | 0.3136 | 21.5455 | 948 | 1.1854 | 0.0415 | 1.1854 | 1.0888 |
526
- | 0.3136 | 21.5909 | 950 | 1.2244 | 0.0954 | 1.2244 | 1.1065 |
527
- | 0.3136 | 21.6364 | 952 | 1.2958 | 0.1538 | 1.2958 | 1.1383 |
528
- | 0.3136 | 21.6818 | 954 | 1.3273 | 0.1379 | 1.3273 | 1.1521 |
529
- | 0.3136 | 21.7273 | 956 | 1.3566 | 0.1840 | 1.3566 | 1.1647 |
530
- | 0.3136 | 21.7727 | 958 | 1.3516 | 0.1536 | 1.3516 | 1.1626 |
531
- | 0.3136 | 21.8182 | 960 | 1.3241 | 0.1477 | 1.3241 | 1.1507 |
532
- | 0.3136 | 21.8636 | 962 | 1.2846 | 0.1379 | 1.2846 | 1.1334 |
533
- | 0.3136 | 21.9091 | 964 | 1.2630 | 0.1538 | 1.2630 | 1.1238 |
534
- | 0.3136 | 21.9545 | 966 | 1.2398 | 0.1538 | 1.2398 | 1.1135 |
535
- | 0.3136 | 22.0 | 968 | 1.2014 | 0.1248 | 1.2014 | 1.0961 |
536
- | 0.3136 | 22.0455 | 970 | 1.1970 | 0.1559 | 1.1970 | 1.0941 |
537
- | 0.3136 | 22.0909 | 972 | 1.2523 | 0.1750 | 1.2523 | 1.1191 |
538
- | 0.3136 | 22.1364 | 974 | 1.3376 | 0.2037 | 1.3376 | 1.1566 |
539
- | 0.3136 | 22.1818 | 976 | 1.3747 | 0.2037 | 1.3747 | 1.1725 |
540
- | 0.3136 | 22.2273 | 978 | 1.3603 | 0.1692 | 1.3603 | 1.1663 |
541
- | 0.3136 | 22.2727 | 980 | 1.2900 | 0.1379 | 1.2900 | 1.1358 |
542
- | 0.3136 | 22.3182 | 982 | 1.2135 | 0.0789 | 1.2135 | 1.1016 |
543
- | 0.3136 | 22.3636 | 984 | 1.1861 | 0.0500 | 1.1861 | 1.0891 |
544
- | 0.3136 | 22.4091 | 986 | 1.2019 | 0.0596 | 1.2019 | 1.0963 |
545
- | 0.3136 | 22.4545 | 988 | 1.2360 | 0.1185 | 1.2360 | 1.1118 |
546
- | 0.3136 | 22.5 | 990 | 1.2396 | 0.1405 | 1.2396 | 1.1134 |
547
- | 0.3136 | 22.5455 | 992 | 1.2362 | 0.1405 | 1.2362 | 1.1118 |
548
- | 0.3136 | 22.5909 | 994 | 1.2603 | 0.2317 | 1.2603 | 1.1226 |
549
- | 0.3136 | 22.6364 | 996 | 1.2436 | 0.1801 | 1.2436 | 1.1152 |
550
- | 0.3136 | 22.6818 | 998 | 1.2461 | 0.1896 | 1.2461 | 1.1163 |
551
- | 0.0647 | 22.7273 | 1000 | 1.2360 | 0.1896 | 1.2360 | 1.1118 |
552
- | 0.0647 | 22.7727 | 1002 | 1.2732 | 0.2317 | 1.2732 | 1.1284 |
553
- | 0.0647 | 22.8182 | 1004 | 1.3803 | 0.2201 | 1.3803 | 1.1749 |
554
- | 0.0647 | 22.8636 | 1006 | 1.4064 | 0.2201 | 1.4064 | 1.1859 |
555
- | 0.0647 | 22.9091 | 1008 | 1.3559 | 0.2201 | 1.3559 | 1.1644 |
556
- | 0.0647 | 22.9545 | 1010 | 1.2687 | 0.2317 | 1.2687 | 1.1264 |
557
- | 0.0647 | 23.0 | 1012 | 1.2108 | 0.0789 | 1.2108 | 1.1004 |
558
- | 0.0647 | 23.0455 | 1014 | 1.1759 | 0.0857 | 1.1759 | 1.0844 |
559
- | 0.0647 | 23.0909 | 1016 | 1.1793 | 0.0857 | 1.1793 | 1.0859 |
560
- | 0.0647 | 23.1364 | 1018 | 1.1867 | 0.0857 | 1.1867 | 1.0894 |
561
- | 0.0647 | 23.1818 | 1020 | 1.2506 | 0.0954 | 1.2506 | 1.1183 |
562
 
563
 
564
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_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_usingWellWrittenEssays_FineTuningAraBERT_run2_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: 1.3240
19
+ - Qwk: 0.0887
20
+ - Mse: 1.3240
21
+ - Rmse: 1.1507
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0435 | 2 | 4.5392 | -0.0132 | 4.5392 | 2.1305 |
53
+ | No log | 0.0870 | 4 | 2.6144 | 0.0025 | 2.6144 | 1.6169 |
54
+ | No log | 0.1304 | 6 | 2.0477 | -0.0634 | 2.0477 | 1.4310 |
55
+ | No log | 0.1739 | 8 | 2.4964 | -0.0777 | 2.4964 | 1.5800 |
56
+ | No log | 0.2174 | 10 | 1.6546 | 0.0596 | 1.6546 | 1.2863 |
57
+ | No log | 0.2609 | 12 | 1.2478 | 0.1990 | 1.2478 | 1.1170 |
58
+ | No log | 0.3043 | 14 | 1.2637 | -0.0010 | 1.2637 | 1.1241 |
59
+ | No log | 0.3478 | 16 | 1.3075 | -0.0114 | 1.3075 | 1.1435 |
60
+ | No log | 0.3913 | 18 | 1.1879 | 0.2180 | 1.1879 | 1.0899 |
61
+ | No log | 0.4348 | 20 | 1.0978 | 0.3307 | 1.0978 | 1.0478 |
62
+ | No log | 0.4783 | 22 | 1.2352 | 0.1106 | 1.2352 | 1.1114 |
63
+ | No log | 0.5217 | 24 | 1.7188 | 0.1277 | 1.7188 | 1.3110 |
64
+ | No log | 0.5652 | 26 | 1.6947 | 0.1827 | 1.6947 | 1.3018 |
65
+ | No log | 0.6087 | 28 | 1.4720 | 0.1604 | 1.4720 | 1.2133 |
66
+ | No log | 0.6522 | 30 | 1.2747 | 0.1168 | 1.2747 | 1.1290 |
67
+ | No log | 0.6957 | 32 | 1.2740 | 0.1904 | 1.2740 | 1.1287 |
68
+ | No log | 0.7391 | 34 | 1.3932 | 0.1016 | 1.3932 | 1.1803 |
69
+ | No log | 0.7826 | 36 | 1.5722 | 0.0723 | 1.5722 | 1.2539 |
70
+ | No log | 0.8261 | 38 | 1.6145 | 0.0084 | 1.6145 | 1.2706 |
71
+ | No log | 0.8696 | 40 | 1.5704 | 0.0084 | 1.5704 | 1.2531 |
72
+ | No log | 0.9130 | 42 | 1.5551 | 0.0084 | 1.5551 | 1.2470 |
73
+ | No log | 0.9565 | 44 | 1.4364 | 0.0488 | 1.4364 | 1.1985 |
74
+ | No log | 1.0 | 46 | 1.2243 | 0.3135 | 1.2243 | 1.1065 |
75
+ | No log | 1.0435 | 48 | 1.1501 | 0.2678 | 1.1501 | 1.0724 |
76
+ | No log | 1.0870 | 50 | 1.2350 | 0.0918 | 1.2350 | 1.1113 |
77
+ | No log | 1.1304 | 52 | 1.2402 | 0.1080 | 1.2402 | 1.1136 |
78
+ | No log | 1.1739 | 54 | 1.2115 | 0.2188 | 1.2115 | 1.1007 |
79
+ | No log | 1.2174 | 56 | 1.2436 | 0.2188 | 1.2436 | 1.1152 |
80
+ | No log | 1.2609 | 58 | 1.2801 | 0.2188 | 1.2801 | 1.1314 |
81
+ | No log | 1.3043 | 60 | 1.3568 | 0.1246 | 1.3568 | 1.1648 |
82
+ | No log | 1.3478 | 62 | 1.3834 | 0.1085 | 1.3834 | 1.1762 |
83
+ | No log | 1.3913 | 64 | 1.3154 | 0.2123 | 1.3154 | 1.1469 |
84
+ | No log | 1.4348 | 66 | 1.2935 | 0.2310 | 1.2935 | 1.1373 |
85
+ | No log | 1.4783 | 68 | 1.3649 | 0.1251 | 1.3649 | 1.1683 |
86
+ | No log | 1.5217 | 70 | 1.5057 | 0.1499 | 1.5057 | 1.2271 |
87
+ | No log | 1.5652 | 72 | 1.5639 | 0.1499 | 1.5639 | 1.2505 |
88
+ | No log | 1.6087 | 74 | 1.3761 | 0.2695 | 1.3761 | 1.1731 |
89
+ | No log | 1.6522 | 76 | 1.2028 | 0.2831 | 1.2028 | 1.0967 |
90
+ | No log | 1.6957 | 78 | 1.1560 | 0.2318 | 1.1560 | 1.0752 |
91
+ | No log | 1.7391 | 80 | 1.2434 | 0.3478 | 1.2434 | 1.1151 |
92
+ | No log | 1.7826 | 82 | 1.2869 | 0.3227 | 1.2869 | 1.1344 |
93
+ | No log | 1.8261 | 84 | 1.4592 | 0.2378 | 1.4592 | 1.2080 |
94
+ | No log | 1.8696 | 86 | 1.2396 | 0.4078 | 1.2396 | 1.1134 |
95
+ | No log | 1.9130 | 88 | 1.1017 | 0.4841 | 1.1017 | 1.0496 |
96
+ | No log | 1.9565 | 90 | 1.1531 | 0.4716 | 1.1531 | 1.0738 |
97
+ | No log | 2.0 | 92 | 1.6415 | 0.1373 | 1.6415 | 1.2812 |
98
+ | No log | 2.0435 | 94 | 2.0876 | 0.0091 | 2.0876 | 1.4449 |
99
+ | No log | 2.0870 | 96 | 2.0196 | 0.0608 | 2.0196 | 1.4211 |
100
+ | No log | 2.1304 | 98 | 1.5143 | 0.1087 | 1.5143 | 1.2306 |
101
+ | No log | 2.1739 | 100 | 1.0257 | 0.3144 | 1.0257 | 1.0128 |
102
+ | No log | 2.2174 | 102 | 0.8991 | 0.4002 | 0.8991 | 0.9482 |
103
+ | No log | 2.2609 | 104 | 0.9778 | 0.3389 | 0.9778 | 0.9888 |
104
+ | No log | 2.3043 | 106 | 1.2040 | 0.1404 | 1.2040 | 1.0972 |
105
+ | No log | 2.3478 | 108 | 1.4502 | 0.2373 | 1.4502 | 1.2043 |
106
+ | No log | 2.3913 | 110 | 1.4162 | 0.2445 | 1.4162 | 1.1900 |
107
+ | No log | 2.4348 | 112 | 1.2399 | 0.2213 | 1.2399 | 1.1135 |
108
+ | No log | 2.4783 | 114 | 1.0548 | 0.2619 | 1.0548 | 1.0270 |
109
+ | No log | 2.5217 | 116 | 1.0567 | 0.3657 | 1.0567 | 1.0279 |
110
+ | No log | 2.5652 | 118 | 1.2290 | 0.4075 | 1.2290 | 1.1086 |
111
+ | No log | 2.6087 | 120 | 1.4256 | 0.4050 | 1.4256 | 1.1940 |
112
+ | No log | 2.6522 | 122 | 1.6952 | 0.1672 | 1.6952 | 1.3020 |
113
+ | No log | 2.6957 | 124 | 1.6455 | 0.1885 | 1.6455 | 1.2828 |
114
+ | No log | 2.7391 | 126 | 1.2541 | 0.4112 | 1.2541 | 1.1199 |
115
+ | No log | 2.7826 | 128 | 1.1299 | 0.4803 | 1.1299 | 1.0630 |
116
+ | No log | 2.8261 | 130 | 1.1623 | 0.4487 | 1.1623 | 1.0781 |
117
+ | No log | 2.8696 | 132 | 1.2953 | 0.3926 | 1.2953 | 1.1381 |
118
+ | No log | 2.9130 | 134 | 1.1062 | 0.3540 | 1.1062 | 1.0517 |
119
+ | No log | 2.9565 | 136 | 0.9813 | 0.2782 | 0.9813 | 0.9906 |
120
+ | No log | 3.0 | 138 | 0.9605 | 0.3122 | 0.9605 | 0.9801 |
121
+ | No log | 3.0435 | 140 | 0.9383 | 0.3122 | 0.9383 | 0.9686 |
122
+ | No log | 3.0870 | 142 | 0.9192 | 0.3463 | 0.9192 | 0.9588 |
123
+ | No log | 3.1304 | 144 | 0.9387 | 0.3069 | 0.9387 | 0.9689 |
124
+ | No log | 3.1739 | 146 | 0.9361 | 0.2997 | 0.9361 | 0.9675 |
125
+ | No log | 3.2174 | 148 | 0.9828 | 0.3492 | 0.9828 | 0.9914 |
126
+ | No log | 3.2609 | 150 | 1.1013 | 0.3528 | 1.1013 | 1.0494 |
127
+ | No log | 3.3043 | 152 | 1.2506 | 0.2870 | 1.2506 | 1.1183 |
128
+ | No log | 3.3478 | 154 | 1.3671 | 0.2544 | 1.3671 | 1.1692 |
129
+ | No log | 3.3913 | 156 | 1.6324 | 0.2632 | 1.6324 | 1.2777 |
130
+ | No log | 3.4348 | 158 | 1.6640 | 0.2574 | 1.6640 | 1.2900 |
131
+ | No log | 3.4783 | 160 | 1.6062 | 0.1704 | 1.6062 | 1.2673 |
132
+ | No log | 3.5217 | 162 | 1.4258 | 0.1698 | 1.4258 | 1.1941 |
133
+ | No log | 3.5652 | 164 | 1.1820 | 0.2015 | 1.1820 | 1.0872 |
134
+ | No log | 3.6087 | 166 | 1.1163 | 0.2432 | 1.1163 | 1.0566 |
135
+ | No log | 3.6522 | 168 | 1.1634 | 0.2313 | 1.1634 | 1.0786 |
136
+ | No log | 3.6957 | 170 | 1.4733 | 0.2512 | 1.4733 | 1.2138 |
137
+ | No log | 3.7391 | 172 | 1.7133 | 0.1149 | 1.7133 | 1.3089 |
138
+ | No log | 3.7826 | 174 | 1.7287 | 0.0841 | 1.7287 | 1.3148 |
139
+ | No log | 3.8261 | 176 | 1.6828 | 0.1961 | 1.6828 | 1.2972 |
140
+ | No log | 3.8696 | 178 | 1.5252 | 0.2789 | 1.5252 | 1.2350 |
141
+ | No log | 3.9130 | 180 | 1.2831 | 0.3136 | 1.2831 | 1.1327 |
142
+ | No log | 3.9565 | 182 | 1.2904 | 0.2634 | 1.2904 | 1.1359 |
143
+ | No log | 4.0 | 184 | 1.3169 | 0.2527 | 1.3169 | 1.1476 |
144
+ | No log | 4.0435 | 186 | 1.4300 | 0.3025 | 1.4300 | 1.1958 |
145
+ | No log | 4.0870 | 188 | 1.4173 | 0.2617 | 1.4173 | 1.1905 |
146
+ | No log | 4.1304 | 190 | 1.2387 | 0.2864 | 1.2387 | 1.1130 |
147
+ | No log | 4.1739 | 192 | 1.0969 | 0.2236 | 1.0969 | 1.0473 |
148
+ | No log | 4.2174 | 194 | 1.1665 | 0.2864 | 1.1665 | 1.0801 |
149
+ | No log | 4.2609 | 196 | 1.3768 | 0.2252 | 1.3768 | 1.1734 |
150
+ | No log | 4.3043 | 198 | 1.4031 | 0.1935 | 1.4031 | 1.1845 |
151
+ | No log | 4.3478 | 200 | 1.3006 | 0.1345 | 1.3006 | 1.1404 |
152
+ | No log | 4.3913 | 202 | 1.2641 | 0.2570 | 1.2641 | 1.1243 |
153
+ | No log | 4.4348 | 204 | 1.1540 | 0.1952 | 1.1540 | 1.0742 |
154
+ | No log | 4.4783 | 206 | 1.0314 | 0.2446 | 1.0314 | 1.0156 |
155
+ | No log | 4.5217 | 208 | 0.9837 | 0.2574 | 0.9838 | 0.9918 |
156
+ | No log | 4.5652 | 210 | 1.1298 | 0.3398 | 1.1298 | 1.0629 |
157
+ | No log | 4.6087 | 212 | 1.4698 | 0.3302 | 1.4698 | 1.2123 |
158
+ | No log | 4.6522 | 214 | 1.6554 | 0.2217 | 1.6554 | 1.2866 |
159
+ | No log | 4.6957 | 216 | 1.5817 | 0.1051 | 1.5817 | 1.2577 |
160
+ | No log | 4.7391 | 218 | 1.3478 | 0.1031 | 1.3478 | 1.1609 |
161
+ | No log | 4.7826 | 220 | 1.1472 | 0.1219 | 1.1472 | 1.0711 |
162
+ | No log | 4.8261 | 222 | 1.0065 | 0.2761 | 1.0065 | 1.0033 |
163
+ | No log | 4.8696 | 224 | 0.9602 | 0.3271 | 0.9602 | 0.9799 |
164
+ | No log | 4.9130 | 226 | 0.9673 | 0.2871 | 0.9673 | 0.9835 |
165
+ | No log | 4.9565 | 228 | 1.0335 | 0.3584 | 1.0335 | 1.0166 |
166
+ | No log | 5.0 | 230 | 1.3019 | 0.2701 | 1.3019 | 1.1410 |
167
+ | No log | 5.0435 | 232 | 1.5644 | 0.3371 | 1.5644 | 1.2508 |
168
+ | No log | 5.0870 | 234 | 1.5612 | 0.3572 | 1.5612 | 1.2495 |
169
+ | No log | 5.1304 | 236 | 1.2730 | 0.2903 | 1.2730 | 1.1283 |
170
+ | No log | 5.1739 | 238 | 1.0605 | 0.3394 | 1.0605 | 1.0298 |
171
+ | No log | 5.2174 | 240 | 1.0279 | 0.3572 | 1.0279 | 1.0139 |
172
+ | No log | 5.2609 | 242 | 1.0334 | 0.3572 | 1.0334 | 1.0165 |
173
+ | No log | 5.3043 | 244 | 1.0897 | 0.3182 | 1.0897 | 1.0439 |
174
+ | No log | 5.3478 | 246 | 1.1933 | 0.2664 | 1.1933 | 1.0924 |
175
+ | No log | 5.3913 | 248 | 1.3541 | 0.2632 | 1.3541 | 1.1637 |
176
+ | No log | 5.4348 | 250 | 1.3200 | 0.1886 | 1.3200 | 1.1489 |
177
+ | No log | 5.4783 | 252 | 1.1635 | 0.2131 | 1.1635 | 1.0787 |
178
+ | No log | 5.5217 | 254 | 1.0955 | 0.2927 | 1.0955 | 1.0467 |
179
+ | No log | 5.5652 | 256 | 1.0594 | 0.3217 | 1.0594 | 1.0293 |
180
+ | No log | 5.6087 | 258 | 1.1165 | 0.2743 | 1.1165 | 1.0566 |
181
+ | No log | 5.6522 | 260 | 1.3771 | 0.2009 | 1.3771 | 1.1735 |
182
+ | No log | 5.6957 | 262 | 1.5092 | 0.3173 | 1.5092 | 1.2285 |
183
+ | No log | 5.7391 | 264 | 1.4651 | 0.3157 | 1.4651 | 1.2104 |
184
+ | No log | 5.7826 | 266 | 1.3156 | 0.2359 | 1.3156 | 1.1470 |
185
+ | No log | 5.8261 | 268 | 1.1553 | 0.2743 | 1.1553 | 1.0748 |
186
+ | No log | 5.8696 | 270 | 1.1775 | 0.2367 | 1.1775 | 1.0851 |
187
+ | No log | 5.9130 | 272 | 1.2517 | 0.1935 | 1.2517 | 1.1188 |
188
+ | No log | 5.9565 | 274 | 1.2168 | 0.1935 | 1.2168 | 1.1031 |
189
+ | No log | 6.0 | 276 | 1.1152 | 0.2402 | 1.1152 | 1.0560 |
190
+ | No log | 6.0435 | 278 | 1.1285 | 0.2475 | 1.1285 | 1.0623 |
191
+ | No log | 6.0870 | 280 | 1.2532 | 0.2617 | 1.2532 | 1.1195 |
192
+ | No log | 6.1304 | 282 | 1.4690 | 0.2632 | 1.4690 | 1.2120 |
193
+ | No log | 6.1739 | 284 | 1.6400 | 0.3219 | 1.6400 | 1.2806 |
194
+ | No log | 6.2174 | 286 | 1.5979 | 0.3383 | 1.5979 | 1.2641 |
195
+ | No log | 6.2609 | 288 | 1.3254 | 0.2903 | 1.3254 | 1.1513 |
196
+ | No log | 6.3043 | 290 | 1.1477 | 0.3438 | 1.1477 | 1.0713 |
197
+ | No log | 6.3478 | 292 | 1.0508 | 0.2998 | 1.0508 | 1.0251 |
198
+ | No log | 6.3913 | 294 | 1.1049 | 0.2930 | 1.1049 | 1.0511 |
199
+ | No log | 6.4348 | 296 | 1.2790 | 0.2586 | 1.2790 | 1.1309 |
200
+ | No log | 6.4783 | 298 | 1.3121 | 0.2173 | 1.3121 | 1.1455 |
201
+ | No log | 6.5217 | 300 | 1.2595 | 0.1745 | 1.2595 | 1.1223 |
202
+ | No log | 6.5652 | 302 | 1.1685 | 0.1538 | 1.1685 | 1.0810 |
203
+ | No log | 6.6087 | 304 | 1.1663 | 0.1538 | 1.1663 | 1.0799 |
204
+ | No log | 6.6522 | 306 | 1.1214 | 0.1696 | 1.1214 | 1.0589 |
205
+ | No log | 6.6957 | 308 | 1.2074 | 0.1637 | 1.2074 | 1.0988 |
206
+ | No log | 6.7391 | 310 | 1.2648 | 0.1440 | 1.2648 | 1.1246 |
207
+ | No log | 6.7826 | 312 | 1.3777 | 0.1345 | 1.3777 | 1.1737 |
208
+ | No log | 6.8261 | 314 | 1.3739 | 0.1345 | 1.3739 | 1.1722 |
209
+ | No log | 6.8696 | 316 | 1.2697 | 0.1031 | 1.2697 | 1.1268 |
210
+ | No log | 6.9130 | 318 | 1.1635 | 0.1440 | 1.1635 | 1.0787 |
211
+ | No log | 6.9565 | 320 | 1.0852 | 0.1853 | 1.0852 | 1.0417 |
212
+ | No log | 7.0 | 322 | 1.1148 | 0.1596 | 1.1148 | 1.0558 |
213
+ | No log | 7.0435 | 324 | 1.1851 | 0.1889 | 1.1851 | 1.0886 |
214
+ | No log | 7.0870 | 326 | 1.2449 | 0.2213 | 1.2449 | 1.1158 |
215
+ | No log | 7.1304 | 328 | 1.2107 | 0.2512 | 1.2107 | 1.1003 |
216
+ | No log | 7.1739 | 330 | 1.0905 | 0.3046 | 1.0905 | 1.0443 |
217
+ | No log | 7.2174 | 332 | 1.0588 | 0.2857 | 1.0588 | 1.0290 |
218
+ | No log | 7.2609 | 334 | 1.1178 | 0.2602 | 1.1178 | 1.0573 |
219
+ | No log | 7.3043 | 336 | 1.2510 | 0.2512 | 1.2510 | 1.1185 |
220
+ | No log | 7.3478 | 338 | 1.3561 | 0.3220 | 1.3561 | 1.1645 |
221
+ | No log | 7.3913 | 340 | 1.2888 | 0.2512 | 1.2888 | 1.1352 |
222
+ | No log | 7.4348 | 342 | 1.0695 | 0.2250 | 1.0695 | 1.0342 |
223
+ | No log | 7.4783 | 344 | 1.0304 | 0.2417 | 1.0304 | 1.0151 |
224
+ | No log | 7.5217 | 346 | 1.1582 | 0.2348 | 1.1582 | 1.0762 |
225
+ | No log | 7.5652 | 348 | 1.2684 | 0.2844 | 1.2684 | 1.1262 |
226
+ | No log | 7.6087 | 350 | 1.3202 | 0.2479 | 1.3202 | 1.1490 |
227
+ | No log | 7.6522 | 352 | 1.2723 | 0.2317 | 1.2723 | 1.1280 |
228
+ | No log | 7.6957 | 354 | 1.2150 | 0.2278 | 1.2150 | 1.1023 |
229
+ | No log | 7.7391 | 356 | 1.0981 | 0.2046 | 1.0981 | 1.0479 |
230
+ | No log | 7.7826 | 358 | 0.9789 | 0.2219 | 0.9789 | 0.9894 |
231
+ | No log | 7.8261 | 360 | 0.9571 | 0.2219 | 0.9571 | 0.9783 |
232
+ | No log | 7.8696 | 362 | 1.0565 | 0.2884 | 1.0565 | 1.0279 |
233
+ | No log | 7.9130 | 364 | 1.2201 | 0.2725 | 1.2201 | 1.1046 |
234
+ | No log | 7.9565 | 366 | 1.2609 | 0.2586 | 1.2609 | 1.1229 |
235
+ | No log | 8.0 | 368 | 1.1853 | 0.1896 | 1.1853 | 1.0887 |
236
+ | No log | 8.0435 | 370 | 1.1160 | 0.2108 | 1.1160 | 1.0564 |
237
+ | No log | 8.0870 | 372 | 1.1039 | 0.1417 | 1.1039 | 1.0507 |
238
+ | No log | 8.1304 | 374 | 1.1157 | 0.0974 | 1.1157 | 1.0563 |
239
+ | No log | 8.1739 | 376 | 1.1743 | 0.1596 | 1.1743 | 1.0836 |
240
+ | No log | 8.2174 | 378 | 1.1340 | 0.2195 | 1.1340 | 1.0649 |
241
+ | No log | 8.2609 | 380 | 1.0263 | 0.2650 | 1.0263 | 1.0131 |
242
+ | No log | 8.3043 | 382 | 0.8891 | 0.3217 | 0.8891 | 0.9429 |
243
+ | No log | 8.3478 | 384 | 0.8458 | 0.4282 | 0.8458 | 0.9197 |
244
+ | No log | 8.3913 | 386 | 0.8776 | 0.3753 | 0.8776 | 0.9368 |
245
+ | No log | 8.4348 | 388 | 0.9996 | 0.2654 | 0.9996 | 0.9998 |
246
+ | No log | 8.4783 | 390 | 1.2150 | 0.2330 | 1.2150 | 1.1023 |
247
+ | No log | 8.5217 | 392 | 1.3036 | 0.2696 | 1.3036 | 1.1418 |
248
+ | No log | 8.5652 | 394 | 1.3130 | 0.1889 | 1.3130 | 1.1459 |
249
+ | No log | 8.6087 | 396 | 1.2895 | 0.1889 | 1.2895 | 1.1355 |
250
+ | No log | 8.6522 | 398 | 1.2319 | 0.1500 | 1.2319 | 1.1099 |
251
+ | No log | 8.6957 | 400 | 1.1813 | 0.1379 | 1.1813 | 1.0869 |
252
+ | No log | 8.7391 | 402 | 1.2000 | 0.1379 | 1.2000 | 1.0954 |
253
+ | No log | 8.7826 | 404 | 1.2050 | 0.1185 | 1.2050 | 1.0977 |
254
+ | No log | 8.8261 | 406 | 1.2323 | 0.1500 | 1.2323 | 1.1101 |
255
+ | No log | 8.8696 | 408 | 1.2384 | 0.2184 | 1.2384 | 1.1128 |
256
+ | No log | 8.9130 | 410 | 1.1928 | 0.2602 | 1.1928 | 1.0922 |
257
+ | No log | 8.9565 | 412 | 1.2004 | 0.3115 | 1.2004 | 1.0956 |
258
+ | No log | 9.0 | 414 | 1.1146 | 0.2857 | 1.1146 | 1.0558 |
259
+ | No log | 9.0435 | 416 | 1.0278 | 0.1808 | 1.0278 | 1.0138 |
260
+ | No log | 9.0870 | 418 | 1.0516 | 0.1602 | 1.0516 | 1.0255 |
261
+ | No log | 9.1304 | 420 | 1.1158 | 0.1903 | 1.1158 | 1.0563 |
262
+ | No log | 9.1739 | 422 | 1.1210 | 0.1903 | 1.1210 | 1.0588 |
263
+ | No log | 9.2174 | 424 | 1.1783 | 0.1750 | 1.1783 | 1.0855 |
264
+ | No log | 9.2609 | 426 | 1.2273 | 0.2317 | 1.2273 | 1.1079 |
265
+ | No log | 9.3043 | 428 | 1.1979 | 0.1440 | 1.1979 | 1.0945 |
266
+ | No log | 9.3478 | 430 | 1.1255 | 0.1952 | 1.1255 | 1.0609 |
267
+ | No log | 9.3913 | 432 | 1.0807 | 0.1417 | 1.0807 | 1.0396 |
268
+ | No log | 9.4348 | 434 | 1.0993 | 0.1247 | 1.0993 | 1.0485 |
269
+ | No log | 9.4783 | 436 | 1.1346 | 0.1846 | 1.1346 | 1.0652 |
270
+ | No log | 9.5217 | 438 | 1.1270 | 0.2439 | 1.1270 | 1.0616 |
271
+ | No log | 9.5652 | 440 | 1.0935 | 0.2439 | 1.0935 | 1.0457 |
272
+ | No log | 9.6087 | 442 | 1.0726 | 0.2651 | 1.0726 | 1.0356 |
273
+ | No log | 9.6522 | 444 | 1.1045 | 0.2439 | 1.1045 | 1.0510 |
274
+ | No log | 9.6957 | 446 | 1.0993 | 0.2051 | 1.0993 | 1.0485 |
275
+ | No log | 9.7391 | 448 | 1.0528 | 0.1480 | 1.0528 | 1.0260 |
276
+ | No log | 9.7826 | 450 | 1.0315 | 0.1645 | 1.0315 | 1.0156 |
277
+ | No log | 9.8261 | 452 | 1.0807 | 0.1952 | 1.0807 | 1.0396 |
278
+ | No log | 9.8696 | 454 | 1.1966 | 0.2553 | 1.1966 | 1.0939 |
279
+ | No log | 9.9130 | 456 | 1.2671 | 0.2707 | 1.2671 | 1.1256 |
280
+ | No log | 9.9565 | 458 | 1.2297 | 0.3433 | 1.2297 | 1.1089 |
281
+ | No log | 10.0 | 460 | 1.0999 | 0.2837 | 1.0999 | 1.0488 |
282
+ | No log | 10.0435 | 462 | 1.0677 | 0.2743 | 1.0677 | 1.0333 |
283
+ | No log | 10.0870 | 464 | 1.1248 | 0.2837 | 1.1248 | 1.0606 |
284
+ | No log | 10.1304 | 466 | 1.1626 | 0.1991 | 1.1626 | 1.0782 |
285
+ | No log | 10.1739 | 468 | 1.1976 | 0.1440 | 1.1976 | 1.0944 |
286
+ | No log | 10.2174 | 470 | 1.1848 | 0.1637 | 1.1848 | 1.0885 |
287
+ | No log | 10.2609 | 472 | 1.1426 | 0.0904 | 1.1426 | 1.0689 |
288
+ | No log | 10.3043 | 474 | 1.1291 | 0.0904 | 1.1291 | 1.0626 |
289
+ | No log | 10.3478 | 476 | 1.1291 | 0.1122 | 1.1291 | 1.0626 |
290
+ | No log | 10.3913 | 478 | 1.2456 | 0.2278 | 1.2456 | 1.1161 |
291
+ | No log | 10.4348 | 480 | 1.3021 | 0.2553 | 1.3021 | 1.1411 |
292
+ | No log | 10.4783 | 482 | 1.4101 | 0.3332 | 1.4101 | 1.1875 |
293
+ | No log | 10.5217 | 484 | 1.3472 | 0.3332 | 1.3472 | 1.1607 |
294
+ | No log | 10.5652 | 486 | 1.2700 | 0.2586 | 1.2700 | 1.1269 |
295
+ | No log | 10.6087 | 488 | 1.1424 | 0.2195 | 1.1424 | 1.0688 |
296
+ | No log | 10.6522 | 490 | 1.0848 | 0.1214 | 1.0848 | 1.0415 |
297
+ | No log | 10.6957 | 492 | 1.0346 | 0.1649 | 1.0346 | 1.0171 |
298
+ | No log | 10.7391 | 494 | 1.0200 | 0.1649 | 1.0200 | 1.0100 |
299
+ | No log | 10.7826 | 496 | 0.9957 | 0.1546 | 0.9957 | 0.9978 |
300
+ | No log | 10.8261 | 498 | 1.0261 | 0.1649 | 1.0261 | 1.0130 |
301
+ | 0.397 | 10.8696 | 500 | 1.1662 | 0.2051 | 1.1662 | 1.0799 |
302
+ | 0.397 | 10.9130 | 502 | 1.2600 | 0.2553 | 1.2600 | 1.1225 |
303
+ | 0.397 | 10.9565 | 504 | 1.2668 | 0.2553 | 1.2668 | 1.1255 |
304
+ | 0.397 | 11.0 | 506 | 1.3038 | 0.1789 | 1.3038 | 1.1418 |
305
+ | 0.397 | 11.0435 | 508 | 1.3706 | 0.1889 | 1.3706 | 1.1707 |
306
+ | 0.397 | 11.0870 | 510 | 1.3891 | 0.1889 | 1.3891 | 1.1786 |
307
+ | 0.397 | 11.1304 | 512 | 1.3745 | 0.1889 | 1.3745 | 1.1724 |
308
+ | 0.397 | 11.1739 | 514 | 1.3240 | 0.0887 | 1.3240 | 1.1507 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
309
 
310
 
311
  ### Framework versions