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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.0786
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- - Qwk: 0.1176
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- - Mse: 1.0786
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- - Rmse: 1.0385
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  ## Model description
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@@ -47,267 +47,527 @@ 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 | 0.0244 | 2 | 4.8658 | 0.0010 | 4.8658 | 2.2059 |
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- | No log | 0.0488 | 4 | 2.8477 | -0.0091 | 2.8477 | 1.6875 |
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- | No log | 0.0732 | 6 | 2.9375 | -0.0980 | 2.9375 | 1.7139 |
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- | No log | 0.0976 | 8 | 2.3015 | -0.0984 | 2.3015 | 1.5171 |
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- | No log | 0.1220 | 10 | 1.5445 | -0.0441 | 1.5445 | 1.2428 |
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- | No log | 0.1463 | 12 | 1.3892 | -0.0674 | 1.3892 | 1.1786 |
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- | No log | 0.1707 | 14 | 1.3866 | 0.0169 | 1.3866 | 1.1776 |
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- | No log | 0.1951 | 16 | 1.3153 | 0.0339 | 1.3153 | 1.1469 |
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- | No log | 0.2195 | 18 | 1.3042 | 0.0488 | 1.3042 | 1.1420 |
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- | No log | 0.2439 | 20 | 1.3285 | 0.0169 | 1.3285 | 1.1526 |
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- | No log | 0.2683 | 22 | 1.2512 | 0.0600 | 1.2512 | 1.1186 |
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- | No log | 0.2927 | 24 | 1.1924 | 0.1927 | 1.1924 | 1.0920 |
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- | No log | 0.3171 | 26 | 1.1997 | 0.1852 | 1.1997 | 1.0953 |
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- | No log | 0.3415 | 28 | 1.2353 | 0.2532 | 1.2353 | 1.1114 |
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- | No log | 0.3659 | 30 | 1.3387 | 0.0426 | 1.3387 | 1.1570 |
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- | No log | 0.3902 | 32 | 1.3341 | 0.0926 | 1.3341 | 1.1550 |
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- | No log | 0.4146 | 34 | 1.1891 | 0.2053 | 1.1891 | 1.0905 |
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- | No log | 0.4390 | 36 | 1.2614 | 0.0872 | 1.2614 | 1.1231 |
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- | No log | 0.4634 | 38 | 1.1968 | 0.1176 | 1.1968 | 1.0940 |
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- | No log | 0.4878 | 40 | 1.2173 | 0.1542 | 1.2173 | 1.1033 |
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- | No log | 0.5122 | 42 | 1.2284 | 0.1658 | 1.2284 | 1.1083 |
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- | No log | 0.5366 | 44 | 1.2008 | 0.1519 | 1.2008 | 1.0958 |
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- | No log | 0.5610 | 46 | 1.2136 | 0.1927 | 1.2136 | 1.1016 |
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- | No log | 0.5854 | 48 | 1.1621 | 0.2574 | 1.1621 | 1.0780 |
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- | No log | 0.6098 | 50 | 1.1912 | 0.0771 | 1.1912 | 1.0914 |
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- | No log | 0.6341 | 52 | 1.1380 | 0.1752 | 1.1380 | 1.0668 |
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- | No log | 0.6585 | 54 | 1.1092 | 0.3271 | 1.1092 | 1.0532 |
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- | No log | 0.6829 | 56 | 1.1499 | 0.2605 | 1.1499 | 1.0723 |
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- | No log | 0.7073 | 58 | 1.0808 | 0.2539 | 1.0808 | 1.0396 |
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- | No log | 0.7317 | 60 | 1.0836 | 0.2587 | 1.0836 | 1.0409 |
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- | No log | 0.7561 | 62 | 1.2832 | 0.2789 | 1.2832 | 1.1328 |
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- | No log | 0.7805 | 64 | 1.7941 | 0.1656 | 1.7941 | 1.3394 |
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- | No log | 0.8049 | 66 | 1.7729 | 0.1781 | 1.7729 | 1.3315 |
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- | No log | 0.8293 | 68 | 1.3845 | 0.3642 | 1.3845 | 1.1767 |
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- | No log | 0.8537 | 70 | 1.1174 | 0.2417 | 1.1174 | 1.0571 |
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- | No log | 0.8780 | 72 | 1.1217 | 0.2658 | 1.1217 | 1.0591 |
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- | No log | 0.9024 | 74 | 1.1736 | 0.2206 | 1.1736 | 1.0834 |
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- | No log | 0.9268 | 76 | 1.4081 | 0.2328 | 1.4081 | 1.1867 |
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- | No log | 0.9512 | 78 | 1.4770 | 0.2363 | 1.4770 | 1.2153 |
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- | No log | 0.9756 | 80 | 1.3363 | 0.1851 | 1.3363 | 1.1560 |
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- | No log | 1.0 | 82 | 1.1930 | 0.3113 | 1.1930 | 1.0923 |
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- | No log | 1.0244 | 84 | 1.2115 | 0.1792 | 1.2115 | 1.1007 |
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- | No log | 1.0488 | 86 | 1.1705 | 0.3134 | 1.1705 | 1.0819 |
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- | No log | 1.0732 | 88 | 1.2567 | 0.2288 | 1.2567 | 1.1210 |
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- | No log | 1.0976 | 90 | 1.6148 | 0.1609 | 1.6148 | 1.2708 |
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- | No log | 1.1220 | 92 | 1.5654 | 0.2348 | 1.5654 | 1.2512 |
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- | No log | 1.1463 | 94 | 1.2612 | 0.2983 | 1.2612 | 1.1230 |
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- | No log | 1.1707 | 96 | 1.2336 | 0.3158 | 1.2336 | 1.1107 |
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- | No log | 1.1951 | 98 | 1.0856 | 0.2175 | 1.0856 | 1.0419 |
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- | No log | 1.2195 | 100 | 1.0271 | 0.3142 | 1.0271 | 1.0135 |
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- | No log | 1.2439 | 102 | 1.0399 | 0.2871 | 1.0399 | 1.0197 |
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- | No log | 1.2683 | 104 | 1.3023 | 0.3152 | 1.3023 | 1.1412 |
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- | No log | 1.2927 | 106 | 1.4784 | 0.1674 | 1.4784 | 1.2159 |
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- | No log | 1.3171 | 108 | 1.4298 | 0.2498 | 1.4298 | 1.1957 |
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- | No log | 1.3415 | 110 | 1.2775 | 0.3148 | 1.2775 | 1.1303 |
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- | No log | 1.3659 | 112 | 1.3680 | 0.2578 | 1.3680 | 1.1696 |
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- | No log | 1.3902 | 114 | 1.4386 | 0.1634 | 1.4386 | 1.1994 |
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- | No log | 1.4146 | 116 | 1.3347 | 0.2418 | 1.3347 | 1.1553 |
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- | No log | 1.4390 | 118 | 1.4062 | 0.3004 | 1.4062 | 1.1858 |
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- | No log | 1.4634 | 120 | 1.4293 | 0.3025 | 1.4293 | 1.1955 |
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- | No log | 1.4878 | 122 | 1.3106 | 0.2772 | 1.3106 | 1.1448 |
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- | No log | 1.5122 | 124 | 1.3675 | 0.2069 | 1.3675 | 1.1694 |
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- | No log | 1.5366 | 126 | 1.5674 | 0.2251 | 1.5674 | 1.2519 |
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- | No log | 1.5610 | 128 | 1.6704 | 0.1639 | 1.6704 | 1.2924 |
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- | No log | 1.5854 | 130 | 1.4393 | 0.1098 | 1.4393 | 1.1997 |
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- | No log | 1.6098 | 132 | 1.2170 | 0.1543 | 1.2170 | 1.1032 |
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- | No log | 1.6341 | 134 | 1.2112 | 0.1767 | 1.2112 | 1.1005 |
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- | No log | 1.6585 | 136 | 1.2766 | 0.1379 | 1.2766 | 1.1299 |
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- | No log | 1.6829 | 138 | 1.4965 | 0.2024 | 1.4965 | 1.2233 |
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- | No log | 1.7073 | 140 | 1.5356 | 0.1628 | 1.5356 | 1.2392 |
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- | No log | 1.7317 | 142 | 1.4173 | 0.0969 | 1.4173 | 1.1905 |
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- | No log | 1.7561 | 144 | 1.2299 | 0.1761 | 1.2299 | 1.1090 |
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- | No log | 1.7805 | 146 | 1.1898 | 0.1820 | 1.1898 | 1.0908 |
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- | No log | 1.8049 | 148 | 1.2889 | 0.2173 | 1.2889 | 1.1353 |
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- | No log | 1.8293 | 150 | 1.4708 | 0.2127 | 1.4708 | 1.2127 |
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- | No log | 1.8537 | 152 | 1.4217 | 0.1929 | 1.4217 | 1.1924 |
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- | No log | 1.8780 | 154 | 1.2180 | 0.1801 | 1.2180 | 1.1036 |
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- | No log | 1.9024 | 156 | 1.1696 | 0.1961 | 1.1696 | 1.0815 |
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- | No log | 1.9268 | 158 | 1.2072 | 0.1641 | 1.2072 | 1.0987 |
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- | No log | 1.9512 | 160 | 1.3676 | 0.1162 | 1.3676 | 1.1694 |
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- | No log | 1.9756 | 162 | 1.4993 | 0.1882 | 1.4993 | 1.2245 |
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- | No log | 2.0 | 164 | 1.4544 | 0.2217 | 1.4544 | 1.2060 |
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- | No log | 2.0244 | 166 | 1.4077 | 0.2550 | 1.4077 | 1.1865 |
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- | No log | 2.0488 | 168 | 1.2420 | 0.1599 | 1.2420 | 1.1145 |
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- | No log | 2.0732 | 170 | 1.1928 | 0.1541 | 1.1928 | 1.0921 |
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- | No log | 2.0976 | 172 | 1.2800 | 0.1991 | 1.2800 | 1.1314 |
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- | No log | 2.1220 | 174 | 1.4840 | 0.2564 | 1.4840 | 1.2182 |
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- | No log | 2.1463 | 176 | 1.5709 | 0.2618 | 1.5709 | 1.2534 |
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- | No log | 2.1707 | 178 | 1.4739 | 0.2592 | 1.4739 | 1.2140 |
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- | No log | 2.1951 | 180 | 1.3564 | 0.2173 | 1.3564 | 1.1646 |
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- | No log | 2.2195 | 182 | 1.2449 | 0.1479 | 1.2449 | 1.1158 |
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- | No log | 2.2439 | 184 | 1.2422 | 0.1801 | 1.2422 | 1.1145 |
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- | No log | 2.2683 | 186 | 1.2513 | 0.1801 | 1.2513 | 1.1186 |
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- | No log | 2.2927 | 188 | 1.3254 | 0.1554 | 1.3254 | 1.1513 |
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- | No log | 2.3171 | 190 | 1.5061 | 0.2090 | 1.5061 | 1.2273 |
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- | No log | 2.3415 | 192 | 1.5031 | 0.1655 | 1.5031 | 1.2260 |
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- | No log | 2.3659 | 194 | 1.3743 | 0.1592 | 1.3743 | 1.1723 |
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- | No log | 2.3902 | 196 | 1.3820 | 0.1162 | 1.3820 | 1.1756 |
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- | No log | 2.4146 | 198 | 1.3379 | 0.125 | 1.3379 | 1.1567 |
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- | No log | 2.4390 | 200 | 1.3615 | 0.125 | 1.3615 | 1.1668 |
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- | No log | 2.4634 | 202 | 1.4261 | 0.1051 | 1.4261 | 1.1942 |
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- | No log | 2.4878 | 204 | 1.5994 | 0.1960 | 1.5993 | 1.2647 |
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- | No log | 2.5122 | 206 | 1.5484 | 0.1594 | 1.5484 | 1.2444 |
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- | No log | 2.5366 | 208 | 1.3401 | 0.1441 | 1.3401 | 1.1576 |
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- | No log | 2.5610 | 210 | 1.2988 | 0.1599 | 1.2988 | 1.1396 |
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- | No log | 2.5854 | 212 | 1.4488 | 0.1283 | 1.4488 | 1.2037 |
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- | No log | 2.6098 | 214 | 1.6125 | 0.1704 | 1.6125 | 1.2699 |
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- | No log | 2.6341 | 216 | 1.5795 | 0.0768 | 1.5795 | 1.2568 |
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- | No log | 2.6585 | 218 | 1.4669 | 0.0098 | 1.4669 | 1.2112 |
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- | No log | 2.6829 | 220 | 1.2970 | 0.0454 | 1.2970 | 1.1389 |
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- | No log | 2.7073 | 222 | 1.1916 | 0.1417 | 1.1916 | 1.0916 |
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- | No log | 2.7317 | 224 | 1.1724 | 0.1417 | 1.1724 | 1.0828 |
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- | No log | 2.7561 | 226 | 1.1959 | 0.0904 | 1.1959 | 1.0936 |
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- | No log | 2.7805 | 228 | 1.3140 | 0.1477 | 1.3140 | 1.1463 |
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- | No log | 2.8049 | 230 | 1.4643 | 0.1198 | 1.4643 | 1.2101 |
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- | No log | 2.8293 | 232 | 1.5064 | 0.1580 | 1.5064 | 1.2274 |
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- | No log | 2.8537 | 234 | 1.4360 | 0.1283 | 1.4360 | 1.1983 |
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- | No log | 2.8780 | 236 | 1.4436 | 0.1568 | 1.4436 | 1.2015 |
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- | No log | 2.9024 | 238 | 1.4334 | 0.1461 | 1.4334 | 1.1972 |
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- | No log | 2.9268 | 240 | 1.3896 | 0.1404 | 1.3896 | 1.1788 |
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- | No log | 2.9512 | 242 | 1.2631 | 0.1477 | 1.2631 | 1.1239 |
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- | No log | 2.9756 | 244 | 1.1676 | 0.1641 | 1.1676 | 1.0805 |
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- | No log | 3.0 | 246 | 1.1886 | 0.1316 | 1.1886 | 1.0902 |
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- | No log | 3.0244 | 248 | 1.2544 | 0.0887 | 1.2544 | 1.1200 |
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- | No log | 3.0488 | 250 | 1.3242 | 0.1477 | 1.3242 | 1.1507 |
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- | No log | 3.0732 | 252 | 1.3352 | 0.1477 | 1.3352 | 1.1555 |
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- | No log | 3.0976 | 254 | 1.3962 | 0.1840 | 1.3962 | 1.1816 |
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- | No log | 3.1220 | 256 | 1.4159 | 0.2131 | 1.4159 | 1.1899 |
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- | No log | 3.1463 | 258 | 1.4103 | 0.2131 | 1.4103 | 1.1876 |
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- | No log | 3.1707 | 260 | 1.3254 | 0.1536 | 1.3254 | 1.1512 |
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- | No log | 3.1951 | 262 | 1.2652 | 0.0887 | 1.2652 | 1.1248 |
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- | No log | 3.2195 | 264 | 1.1737 | 0.1801 | 1.1737 | 1.0834 |
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- | No log | 3.2439 | 266 | 1.1798 | 0.1641 | 1.1798 | 1.0862 |
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- | No log | 3.2683 | 268 | 1.2760 | 0.2790 | 1.2760 | 1.1296 |
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- | No log | 3.2927 | 270 | 1.4608 | 0.2506 | 1.4608 | 1.2086 |
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- | No log | 3.3171 | 272 | 1.6513 | 0.2899 | 1.6513 | 1.2850 |
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- | No log | 3.3415 | 274 | 1.5420 | 0.2506 | 1.5420 | 1.2418 |
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- | No log | 3.3659 | 276 | 1.2957 | 0.2617 | 1.2957 | 1.1383 |
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- | No log | 3.3902 | 278 | 1.1880 | 0.1479 | 1.1880 | 1.0899 |
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- | No log | 3.4146 | 280 | 1.2220 | 0.1479 | 1.2220 | 1.1054 |
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- | No log | 3.4390 | 282 | 1.2576 | 0.1795 | 1.2576 | 1.1214 |
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- | No log | 3.4634 | 284 | 1.2991 | 0.1692 | 1.2991 | 1.1398 |
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- | No log | 3.4878 | 286 | 1.2465 | 0.1795 | 1.2465 | 1.1164 |
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- | No log | 3.5122 | 288 | 1.2857 | 0.2184 | 1.2857 | 1.1339 |
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- | No log | 3.5366 | 290 | 1.3846 | 0.2617 | 1.3846 | 1.1767 |
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- | No log | 3.5610 | 292 | 1.3945 | 0.2201 | 1.3945 | 1.1809 |
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- | No log | 3.5854 | 294 | 1.3780 | 0.2201 | 1.3780 | 1.1739 |
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- | No log | 3.6098 | 296 | 1.3560 | 0.2553 | 1.3560 | 1.1645 |
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- | No log | 3.6341 | 298 | 1.3891 | 0.2390 | 1.3891 | 1.1786 |
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- | No log | 3.6585 | 300 | 1.4038 | 0.2024 | 1.4038 | 1.1848 |
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- | No log | 3.6829 | 302 | 1.5310 | 0.2090 | 1.5310 | 1.2373 |
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- | No log | 3.7073 | 304 | 1.5957 | 0.2564 | 1.5957 | 1.2632 |
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- | No log | 3.7317 | 306 | 1.5014 | 0.1704 | 1.5014 | 1.2253 |
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- | No log | 3.7561 | 308 | 1.4350 | 0.1748 | 1.4350 | 1.1979 |
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- | No log | 3.7805 | 310 | 1.3573 | 0.2173 | 1.3573 | 1.1650 |
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- | No log | 3.8049 | 312 | 1.2984 | 0.2037 | 1.2984 | 1.1395 |
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- | No log | 3.8293 | 314 | 1.3842 | 0.1796 | 1.3842 | 1.1765 |
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- | No log | 3.8537 | 316 | 1.5728 | 0.3026 | 1.5728 | 1.2541 |
210
- | No log | 3.8780 | 318 | 1.8544 | 0.2419 | 1.8544 | 1.3618 |
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- | No log | 3.9024 | 320 | 1.8616 | 0.2100 | 1.8616 | 1.3644 |
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- | No log | 3.9268 | 322 | 1.5713 | 0.3026 | 1.5713 | 1.2535 |
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- | No log | 3.9512 | 324 | 1.3273 | 0.1889 | 1.3273 | 1.1521 |
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- | No log | 3.9756 | 326 | 1.2228 | 0.0887 | 1.2228 | 1.1058 |
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- | No log | 4.0 | 328 | 1.1993 | 0.1053 | 1.1993 | 1.0951 |
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- | No log | 4.0244 | 330 | 1.2815 | 0.1536 | 1.2815 | 1.1320 |
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- | No log | 4.0488 | 332 | 1.3983 | 0.2173 | 1.3983 | 1.1825 |
218
- | No log | 4.0732 | 334 | 1.4436 | 0.2982 | 1.4436 | 1.2015 |
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- | No log | 4.0976 | 336 | 1.3591 | 0.2173 | 1.3591 | 1.1658 |
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- | No log | 4.1220 | 338 | 1.2537 | 0.0887 | 1.2537 | 1.1197 |
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- | No log | 4.1463 | 340 | 1.1884 | 0.1148 | 1.1884 | 1.0902 |
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- | No log | 4.1707 | 342 | 1.1842 | 0.0711 | 1.1842 | 1.0882 |
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- | No log | 4.1951 | 344 | 1.1854 | 0.0711 | 1.1854 | 1.0888 |
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- | No log | 4.2195 | 346 | 1.2338 | 0.0887 | 1.2338 | 1.1108 |
225
- | No log | 4.2439 | 348 | 1.3836 | 0.1592 | 1.3836 | 1.1763 |
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- | No log | 4.2683 | 350 | 1.4844 | 0.2982 | 1.4844 | 1.2184 |
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- | No log | 4.2927 | 352 | 1.4346 | 0.2935 | 1.4346 | 1.1977 |
228
- | No log | 4.3171 | 354 | 1.4013 | 0.2935 | 1.4013 | 1.1838 |
229
- | No log | 4.3415 | 356 | 1.3644 | 0.1840 | 1.3644 | 1.1681 |
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- | No log | 4.3659 | 358 | 1.4250 | 0.1889 | 1.4250 | 1.1937 |
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- | No log | 4.3902 | 360 | 1.4715 | 0.2736 | 1.4715 | 1.2130 |
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- | No log | 4.4146 | 362 | 1.4568 | 0.2325 | 1.4568 | 1.2070 |
233
- | No log | 4.4390 | 364 | 1.3936 | 0.2512 | 1.3936 | 1.1805 |
234
- | No log | 4.4634 | 366 | 1.4236 | 0.2544 | 1.4236 | 1.1931 |
235
- | No log | 4.4878 | 368 | 1.5284 | 0.2514 | 1.5284 | 1.2363 |
236
- | No log | 4.5122 | 370 | 1.5384 | 0.2804 | 1.5384 | 1.2403 |
237
- | No log | 4.5366 | 372 | 1.4452 | 0.2863 | 1.4452 | 1.2022 |
238
- | No log | 4.5610 | 374 | 1.3658 | 0.2544 | 1.3658 | 1.1687 |
239
- | No log | 4.5854 | 376 | 1.3382 | 0.2789 | 1.3382 | 1.1568 |
240
- | No log | 4.6098 | 378 | 1.2718 | 0.3049 | 1.2718 | 1.1278 |
241
- | No log | 4.6341 | 380 | 1.3048 | 0.2512 | 1.3048 | 1.1423 |
242
- | No log | 4.6585 | 382 | 1.3337 | 0.2632 | 1.3337 | 1.1549 |
243
- | No log | 4.6829 | 384 | 1.2811 | 0.2870 | 1.2811 | 1.1318 |
244
- | No log | 4.7073 | 386 | 1.2524 | 0.3113 | 1.2524 | 1.1191 |
245
- | No log | 4.7317 | 388 | 1.2615 | 0.2676 | 1.2615 | 1.1232 |
246
- | No log | 4.7561 | 390 | 1.3617 | 0.3317 | 1.3617 | 1.1669 |
247
- | No log | 4.7805 | 392 | 1.4007 | 0.3287 | 1.4007 | 1.1835 |
248
- | No log | 4.8049 | 394 | 1.3333 | 0.2173 | 1.3333 | 1.1547 |
249
- | No log | 4.8293 | 396 | 1.2731 | 0.2730 | 1.2731 | 1.1283 |
250
- | No log | 4.8537 | 398 | 1.2460 | 0.2730 | 1.2460 | 1.1163 |
251
- | No log | 4.8780 | 400 | 1.1991 | 0.2780 | 1.1991 | 1.0950 |
252
- | No log | 4.9024 | 402 | 1.2057 | 0.2780 | 1.2057 | 1.0981 |
253
- | No log | 4.9268 | 404 | 1.2220 | 0.2809 | 1.2220 | 1.1055 |
254
- | No log | 4.9512 | 406 | 1.3798 | 0.3171 | 1.3798 | 1.1747 |
255
- | No log | 4.9756 | 408 | 1.5100 | 0.2987 | 1.5100 | 1.2288 |
256
- | No log | 5.0 | 410 | 1.4247 | 0.1971 | 1.4247 | 1.1936 |
257
- | No log | 5.0244 | 412 | 1.3591 | 0.2373 | 1.3591 | 1.1658 |
258
- | No log | 5.0488 | 414 | 1.2656 | 0.1894 | 1.2656 | 1.1250 |
259
- | No log | 5.0732 | 416 | 1.2421 | 0.1894 | 1.2421 | 1.1145 |
260
- | No log | 5.0976 | 418 | 1.2912 | 0.2935 | 1.2912 | 1.1363 |
261
- | No log | 5.1220 | 420 | 1.3472 | 0.3202 | 1.3472 | 1.1607 |
262
- | No log | 5.1463 | 422 | 1.4413 | 0.2564 | 1.4413 | 1.2005 |
263
- | No log | 5.1707 | 424 | 1.4144 | 0.2213 | 1.4144 | 1.1893 |
264
- | No log | 5.1951 | 426 | 1.3271 | 0.1840 | 1.3271 | 1.1520 |
265
- | No log | 5.2195 | 428 | 1.2910 | 0.1840 | 1.2910 | 1.1362 |
266
- | No log | 5.2439 | 430 | 1.2862 | 0.2553 | 1.2862 | 1.1341 |
267
- | No log | 5.2683 | 432 | 1.2956 | 0.2553 | 1.2956 | 1.1382 |
268
- | No log | 5.2927 | 434 | 1.3117 | 0.2586 | 1.3117 | 1.1453 |
269
- | No log | 5.3171 | 436 | 1.3852 | 0.2144 | 1.3852 | 1.1769 |
270
- | No log | 5.3415 | 438 | 1.5297 | 0.3067 | 1.5297 | 1.2368 |
271
- | No log | 5.3659 | 440 | 1.6282 | 0.3521 | 1.6282 | 1.2760 |
272
- | No log | 5.3902 | 442 | 1.5895 | 0.3287 | 1.5895 | 1.2607 |
273
- | No log | 5.4146 | 444 | 1.4443 | 0.2105 | 1.4443 | 1.2018 |
274
- | No log | 5.4390 | 446 | 1.2429 | 0.2051 | 1.2429 | 1.1149 |
275
- | No log | 5.4634 | 448 | 1.1927 | 0.1801 | 1.1927 | 1.0921 |
276
- | No log | 5.4878 | 450 | 1.1957 | 0.2363 | 1.1957 | 1.0935 |
277
- | No log | 5.5122 | 452 | 1.2622 | 0.1989 | 1.2622 | 1.1235 |
278
- | No log | 5.5366 | 454 | 1.3686 | 0.3287 | 1.3686 | 1.1699 |
279
- | No log | 5.5610 | 456 | 1.4207 | 0.3287 | 1.4207 | 1.1919 |
280
- | No log | 5.5854 | 458 | 1.3992 | 0.3047 | 1.3992 | 1.1829 |
281
- | No log | 5.6098 | 460 | 1.3016 | 0.1477 | 1.3016 | 1.1409 |
282
- | No log | 5.6341 | 462 | 1.2506 | 0.1795 | 1.2506 | 1.1183 |
283
- | No log | 5.6585 | 464 | 1.2936 | 0.1536 | 1.2936 | 1.1374 |
284
- | No log | 5.6829 | 466 | 1.4124 | 0.2789 | 1.4124 | 1.1884 |
285
- | No log | 5.7073 | 468 | 1.5267 | 0.2908 | 1.5267 | 1.2356 |
286
- | No log | 5.7317 | 470 | 1.5925 | 0.2782 | 1.5925 | 1.2620 |
287
- | No log | 5.7561 | 472 | 1.5192 | 0.3105 | 1.5192 | 1.2326 |
288
- | No log | 5.7805 | 474 | 1.3843 | 0.2763 | 1.3843 | 1.1765 |
289
- | No log | 5.8049 | 476 | 1.2000 | 0.2363 | 1.2000 | 1.0955 |
290
- | No log | 5.8293 | 478 | 1.0970 | 0.1602 | 1.0970 | 1.0474 |
291
- | No log | 5.8537 | 480 | 1.0780 | 0.1820 | 1.0780 | 1.0383 |
292
- | No log | 5.8780 | 482 | 1.0984 | 0.1602 | 1.0984 | 1.0481 |
293
- | No log | 5.9024 | 484 | 1.1517 | 0.2402 | 1.1517 | 1.0732 |
294
- | No log | 5.9268 | 486 | 1.2306 | 0.2809 | 1.2306 | 1.1093 |
295
- | No log | 5.9512 | 488 | 1.4086 | 0.2789 | 1.4086 | 1.1868 |
296
- | No log | 5.9756 | 490 | 1.4779 | 0.2065 | 1.4779 | 1.2157 |
297
- | No log | 6.0 | 492 | 1.4467 | 0.2455 | 1.4467 | 1.2028 |
298
- | No log | 6.0244 | 494 | 1.2477 | 0.2772 | 1.2477 | 1.1170 |
299
- | No log | 6.0488 | 496 | 1.0777 | 0.1504 | 1.0777 | 1.0381 |
300
- | No log | 6.0732 | 498 | 1.0826 | 0.1504 | 1.0826 | 1.0405 |
301
- | 0.3552 | 6.0976 | 500 | 1.1623 | 0.2326 | 1.1623 | 1.0781 |
302
- | 0.3552 | 6.1220 | 502 | 1.2950 | 0.3047 | 1.2950 | 1.1380 |
303
- | 0.3552 | 6.1463 | 504 | 1.4656 | 0.2711 | 1.4656 | 1.2106 |
304
- | 0.3552 | 6.1707 | 506 | 1.5417 | 0.2542 | 1.5417 | 1.2417 |
305
- | 0.3552 | 6.1951 | 508 | 1.5015 | 0.2359 | 1.5015 | 1.2253 |
306
- | 0.3552 | 6.2195 | 510 | 1.3720 | 0.1219 | 1.3720 | 1.1713 |
307
- | 0.3552 | 6.2439 | 512 | 1.2226 | 0.1314 | 1.2226 | 1.1057 |
308
- | 0.3552 | 6.2683 | 514 | 1.1084 | 0.1278 | 1.1084 | 1.0528 |
309
- | 0.3552 | 6.2927 | 516 | 1.0734 | 0.1343 | 1.0734 | 1.0361 |
310
- | 0.3552 | 6.3171 | 518 | 1.0786 | 0.1176 | 1.0786 | 1.0385 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
311
 
312
 
313
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.5405
19
+ - Qwk: 0.1922
20
+ - Mse: 1.5405
21
+ - Rmse: 1.2412
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0230 | 2 | 4.6898 | 0.0010 | 4.6898 | 2.1656 |
53
+ | No log | 0.0460 | 4 | 2.4815 | 0.0100 | 2.4815 | 1.5753 |
54
+ | No log | 0.0690 | 6 | 1.8707 | -0.0233 | 1.8707 | 1.3677 |
55
+ | No log | 0.0920 | 8 | 1.7970 | -0.0190 | 1.7970 | 1.3405 |
56
+ | No log | 0.1149 | 10 | 1.9024 | -0.1427 | 1.9024 | 1.3793 |
57
+ | No log | 0.1379 | 12 | 1.7803 | -0.2347 | 1.7803 | 1.3343 |
58
+ | No log | 0.1609 | 14 | 1.7058 | -0.2671 | 1.7058 | 1.3061 |
59
+ | No log | 0.1839 | 16 | 1.7358 | -0.2099 | 1.7358 | 1.3175 |
60
+ | No log | 0.2069 | 18 | 1.4496 | 0.0135 | 1.4496 | 1.2040 |
61
+ | No log | 0.2299 | 20 | 1.4014 | -0.0105 | 1.4014 | 1.1838 |
62
+ | No log | 0.2529 | 22 | 1.3931 | 0.0400 | 1.3931 | 1.1803 |
63
+ | No log | 0.2759 | 24 | 1.3945 | 0.0353 | 1.3945 | 1.1809 |
64
+ | No log | 0.2989 | 26 | 1.4035 | 0.0353 | 1.4035 | 1.1847 |
65
+ | No log | 0.3218 | 28 | 1.3704 | 0.0353 | 1.3704 | 1.1706 |
66
+ | No log | 0.3448 | 30 | 1.3713 | 0.1009 | 1.3713 | 1.1710 |
67
+ | No log | 0.3678 | 32 | 1.3947 | 0.0439 | 1.3947 | 1.1810 |
68
+ | No log | 0.3908 | 34 | 1.4122 | 0.0439 | 1.4122 | 1.1884 |
69
+ | No log | 0.4138 | 36 | 1.4341 | 0.0020 | 1.4341 | 1.1975 |
70
+ | No log | 0.4368 | 38 | 1.4410 | 0.0080 | 1.4410 | 1.2004 |
71
+ | No log | 0.4598 | 40 | 1.5683 | -0.0397 | 1.5683 | 1.2523 |
72
+ | No log | 0.4828 | 42 | 1.7486 | 0.0161 | 1.7486 | 1.3223 |
73
+ | No log | 0.5057 | 44 | 1.7402 | 0.0178 | 1.7402 | 1.3192 |
74
+ | No log | 0.5287 | 46 | 1.5971 | 0.0888 | 1.5971 | 1.2638 |
75
+ | No log | 0.5517 | 48 | 1.6234 | 0.0257 | 1.6234 | 1.2741 |
76
+ | No log | 0.5747 | 50 | 1.6743 | 0.0150 | 1.6743 | 1.2940 |
77
+ | No log | 0.5977 | 52 | 1.6970 | 0.0247 | 1.6970 | 1.3027 |
78
+ | No log | 0.6207 | 54 | 1.5603 | 0.0203 | 1.5603 | 1.2491 |
79
+ | No log | 0.6437 | 56 | 1.6664 | 0.1410 | 1.6664 | 1.2909 |
80
+ | No log | 0.6667 | 58 | 1.7787 | 0.0958 | 1.7787 | 1.3337 |
81
+ | No log | 0.6897 | 60 | 1.5812 | 0.0461 | 1.5812 | 1.2575 |
82
+ | No log | 0.7126 | 62 | 1.4625 | 0.0157 | 1.4625 | 1.2094 |
83
+ | No log | 0.7356 | 64 | 1.5024 | -0.0567 | 1.5024 | 1.2257 |
84
+ | No log | 0.7586 | 66 | 1.5884 | 0.0053 | 1.5884 | 1.2603 |
85
+ | No log | 0.7816 | 68 | 1.6702 | -0.0764 | 1.6702 | 1.2924 |
86
+ | No log | 0.8046 | 70 | 1.7656 | -0.0318 | 1.7656 | 1.3288 |
87
+ | No log | 0.8276 | 72 | 1.8175 | 0.0381 | 1.8175 | 1.3481 |
88
+ | No log | 0.8506 | 74 | 1.8156 | 0.0605 | 1.8156 | 1.3474 |
89
+ | No log | 0.8736 | 76 | 1.8073 | 0.0931 | 1.8073 | 1.3443 |
90
+ | No log | 0.8966 | 78 | 1.9300 | 0.1831 | 1.9300 | 1.3893 |
91
+ | No log | 0.9195 | 80 | 1.8636 | 0.2111 | 1.8636 | 1.3651 |
92
+ | No log | 0.9425 | 82 | 1.6908 | 0.0506 | 1.6908 | 1.3003 |
93
+ | No log | 0.9655 | 84 | 1.6106 | 0.0405 | 1.6106 | 1.2691 |
94
+ | No log | 0.9885 | 86 | 1.6161 | 0.1050 | 1.6161 | 1.2713 |
95
+ | No log | 1.0115 | 88 | 1.7199 | 0.1392 | 1.7199 | 1.3115 |
96
+ | No log | 1.0345 | 90 | 1.6400 | 0.1014 | 1.6400 | 1.2806 |
97
+ | No log | 1.0575 | 92 | 1.6543 | 0.1367 | 1.6543 | 1.2862 |
98
+ | No log | 1.0805 | 94 | 1.7954 | 0.1212 | 1.7954 | 1.3399 |
99
+ | No log | 1.1034 | 96 | 1.7266 | 0.1462 | 1.7266 | 1.3140 |
100
+ | No log | 1.1264 | 98 | 1.6158 | 0.0485 | 1.6158 | 1.2711 |
101
+ | No log | 1.1494 | 100 | 1.6308 | 0.0409 | 1.6308 | 1.2770 |
102
+ | No log | 1.1724 | 102 | 1.8606 | 0.1301 | 1.8606 | 1.3640 |
103
+ | No log | 1.1954 | 104 | 2.4070 | 0.0686 | 2.4070 | 1.5515 |
104
+ | No log | 1.2184 | 106 | 2.4016 | 0.0942 | 2.4016 | 1.5497 |
105
+ | No log | 1.2414 | 108 | 1.8940 | 0.0988 | 1.8940 | 1.3762 |
106
+ | No log | 1.2644 | 110 | 1.6705 | 0.0635 | 1.6705 | 1.2925 |
107
+ | No log | 1.2874 | 112 | 1.6668 | 0.1050 | 1.6668 | 1.2911 |
108
+ | No log | 1.3103 | 114 | 1.8621 | 0.0682 | 1.8621 | 1.3646 |
109
+ | No log | 1.3333 | 116 | 2.1608 | 0.0856 | 2.1608 | 1.4700 |
110
+ | No log | 1.3563 | 118 | 2.0945 | 0.0856 | 2.0945 | 1.4472 |
111
+ | No log | 1.3793 | 120 | 1.6979 | 0.1327 | 1.6979 | 1.3030 |
112
+ | No log | 1.4023 | 122 | 1.4930 | 0.0518 | 1.4930 | 1.2219 |
113
+ | No log | 1.4253 | 124 | 1.4859 | 0.0650 | 1.4859 | 1.2190 |
114
+ | No log | 1.4483 | 126 | 1.4010 | 0.0638 | 1.4010 | 1.1837 |
115
+ | No log | 1.4713 | 128 | 1.4483 | 0.0159 | 1.4483 | 1.2035 |
116
+ | No log | 1.4943 | 130 | 1.6882 | 0.1399 | 1.6882 | 1.2993 |
117
+ | No log | 1.5172 | 132 | 1.8921 | 0.0918 | 1.8921 | 1.3755 |
118
+ | No log | 1.5402 | 134 | 1.7374 | 0.1120 | 1.7374 | 1.3181 |
119
+ | No log | 1.5632 | 136 | 1.5562 | 0.1089 | 1.5562 | 1.2475 |
120
+ | No log | 1.5862 | 138 | 1.7722 | 0.1233 | 1.7722 | 1.3313 |
121
+ | No log | 1.6092 | 140 | 1.6996 | 0.1235 | 1.6996 | 1.3037 |
122
+ | No log | 1.6322 | 142 | 1.6284 | 0.1569 | 1.6284 | 1.2761 |
123
+ | No log | 1.6552 | 144 | 1.8286 | 0.1214 | 1.8286 | 1.3523 |
124
+ | No log | 1.6782 | 146 | 1.7383 | 0.1189 | 1.7383 | 1.3184 |
125
+ | No log | 1.7011 | 148 | 1.6349 | 0.1231 | 1.6349 | 1.2787 |
126
+ | No log | 1.7241 | 150 | 1.5489 | 0.1379 | 1.5489 | 1.2445 |
127
+ | No log | 1.7471 | 152 | 1.5889 | 0.1780 | 1.5889 | 1.2605 |
128
+ | No log | 1.7701 | 154 | 1.7422 | 0.1189 | 1.7422 | 1.3199 |
129
+ | No log | 1.7931 | 156 | 1.6658 | 0.1331 | 1.6658 | 1.2906 |
130
+ | No log | 1.8161 | 158 | 1.5910 | 0.1863 | 1.5910 | 1.2614 |
131
+ | No log | 1.8391 | 160 | 1.6458 | 0.0947 | 1.6458 | 1.2829 |
132
+ | No log | 1.8621 | 162 | 1.9381 | 0.0458 | 1.9381 | 1.3921 |
133
+ | No log | 1.8851 | 164 | 2.1717 | 0.0847 | 2.1717 | 1.4737 |
134
+ | No log | 1.9080 | 166 | 1.9757 | 0.0754 | 1.9757 | 1.4056 |
135
+ | No log | 1.9310 | 168 | 1.7053 | 0.0824 | 1.7053 | 1.3059 |
136
+ | No log | 1.9540 | 170 | 1.5577 | 0.0716 | 1.5577 | 1.2481 |
137
+ | No log | 1.9770 | 172 | 1.5957 | 0.0781 | 1.5957 | 1.2632 |
138
+ | No log | 2.0 | 174 | 1.8793 | 0.0854 | 1.8793 | 1.3709 |
139
+ | No log | 2.0230 | 176 | 2.2306 | 0.0664 | 2.2306 | 1.4935 |
140
+ | No log | 2.0460 | 178 | 2.2563 | 0.0554 | 2.2563 | 1.5021 |
141
+ | No log | 2.0690 | 180 | 1.9224 | 0.0283 | 1.9224 | 1.3865 |
142
+ | No log | 2.0920 | 182 | 1.5825 | 0.0066 | 1.5825 | 1.2580 |
143
+ | No log | 2.1149 | 184 | 1.6057 | 0.0 | 1.6057 | 1.2671 |
144
+ | No log | 2.1379 | 186 | 1.5893 | 0.0314 | 1.5893 | 1.2607 |
145
+ | No log | 2.1609 | 188 | 1.4942 | 0.0078 | 1.4942 | 1.2224 |
146
+ | No log | 2.1839 | 190 | 1.7513 | 0.0882 | 1.7513 | 1.3234 |
147
+ | No log | 2.2069 | 192 | 2.2482 | 0.0554 | 2.2482 | 1.4994 |
148
+ | No log | 2.2299 | 194 | 2.3299 | 0.0650 | 2.3299 | 1.5264 |
149
+ | No log | 2.2529 | 196 | 2.0172 | 0.0832 | 2.0172 | 1.4203 |
150
+ | No log | 2.2759 | 198 | 1.6200 | 0.1505 | 1.6200 | 1.2728 |
151
+ | No log | 2.2989 | 200 | 1.5144 | 0.0344 | 1.5144 | 1.2306 |
152
+ | No log | 2.3218 | 202 | 1.4981 | 0.0442 | 1.4981 | 1.2240 |
153
+ | No log | 2.3448 | 204 | 1.6064 | 0.0422 | 1.6064 | 1.2674 |
154
+ | No log | 2.3678 | 206 | 1.6609 | 0.0900 | 1.6609 | 1.2888 |
155
+ | No log | 2.3908 | 208 | 1.6312 | 0.0144 | 1.6312 | 1.2772 |
156
+ | No log | 2.4138 | 210 | 1.5320 | -0.0199 | 1.5320 | 1.2377 |
157
+ | No log | 2.4368 | 212 | 1.5342 | 0.0422 | 1.5342 | 1.2386 |
158
+ | No log | 2.4598 | 214 | 1.7288 | 0.1235 | 1.7288 | 1.3148 |
159
+ | No log | 2.4828 | 216 | 1.8557 | 0.1106 | 1.8557 | 1.3622 |
160
+ | No log | 2.5057 | 218 | 1.8089 | 0.0880 | 1.8089 | 1.3450 |
161
+ | No log | 2.5287 | 220 | 1.9290 | 0.1197 | 1.9290 | 1.3889 |
162
+ | No log | 2.5517 | 222 | 2.0492 | 0.1100 | 2.0492 | 1.4315 |
163
+ | No log | 2.5747 | 224 | 1.7226 | 0.1304 | 1.7226 | 1.3125 |
164
+ | No log | 2.5977 | 226 | 1.5053 | 0.1807 | 1.5053 | 1.2269 |
165
+ | No log | 2.6207 | 228 | 1.3785 | 0.2275 | 1.3785 | 1.1741 |
166
+ | No log | 2.6437 | 230 | 1.4007 | 0.2275 | 1.4007 | 1.1835 |
167
+ | No log | 2.6667 | 232 | 1.5487 | 0.2172 | 1.5487 | 1.2445 |
168
+ | No log | 2.6897 | 234 | 1.6706 | 0.1307 | 1.6706 | 1.2925 |
169
+ | No log | 2.7126 | 236 | 1.6632 | 0.1144 | 1.6632 | 1.2897 |
170
+ | No log | 2.7356 | 238 | 1.7962 | 0.0903 | 1.7962 | 1.3402 |
171
+ | No log | 2.7586 | 240 | 1.9824 | 0.1401 | 1.9824 | 1.4080 |
172
+ | No log | 2.7816 | 242 | 2.2096 | 0.1039 | 2.2096 | 1.4865 |
173
+ | No log | 2.8046 | 244 | 2.0804 | 0.0869 | 2.0804 | 1.4424 |
174
+ | No log | 2.8276 | 246 | 1.6464 | 0.1667 | 1.6464 | 1.2831 |
175
+ | No log | 2.8506 | 248 | 1.4160 | 0.2021 | 1.4160 | 1.1900 |
176
+ | No log | 2.8736 | 250 | 1.3529 | 0.1628 | 1.3529 | 1.1631 |
177
+ | No log | 2.8966 | 252 | 1.4655 | 0.2172 | 1.4655 | 1.2106 |
178
+ | No log | 2.9195 | 254 | 1.6903 | 0.1513 | 1.6903 | 1.3001 |
179
+ | No log | 2.9425 | 256 | 1.7132 | 0.1513 | 1.7132 | 1.3089 |
180
+ | No log | 2.9655 | 258 | 1.6486 | 0.1923 | 1.6486 | 1.2840 |
181
+ | No log | 2.9885 | 260 | 1.6361 | 0.1923 | 1.6361 | 1.2791 |
182
+ | No log | 3.0115 | 262 | 1.5562 | 0.1530 | 1.5562 | 1.2475 |
183
+ | No log | 3.0345 | 264 | 1.6036 | 0.1807 | 1.6036 | 1.2663 |
184
+ | No log | 3.0575 | 266 | 1.6402 | 0.1332 | 1.6402 | 1.2807 |
185
+ | No log | 3.0805 | 268 | 1.7682 | 0.1165 | 1.7682 | 1.3297 |
186
+ | No log | 3.1034 | 270 | 1.7394 | 0.1282 | 1.7394 | 1.3189 |
187
+ | No log | 3.1264 | 272 | 1.6377 | 0.1616 | 1.6377 | 1.2797 |
188
+ | No log | 3.1494 | 274 | 1.8091 | 0.0930 | 1.8091 | 1.3450 |
189
+ | No log | 3.1724 | 276 | 1.8623 | 0.0930 | 1.8623 | 1.3647 |
190
+ | No log | 3.1954 | 278 | 1.5353 | 0.1891 | 1.5353 | 1.2391 |
191
+ | No log | 3.2184 | 280 | 1.4429 | 0.1203 | 1.4429 | 1.2012 |
192
+ | No log | 3.2414 | 282 | 1.4251 | 0.1634 | 1.4251 | 1.1938 |
193
+ | No log | 3.2644 | 284 | 1.4957 | 0.1849 | 1.4957 | 1.2230 |
194
+ | No log | 3.2874 | 286 | 1.4541 | 0.1894 | 1.4541 | 1.2059 |
195
+ | No log | 3.3103 | 288 | 1.4013 | 0.1334 | 1.4013 | 1.1838 |
196
+ | No log | 3.3333 | 290 | 1.4456 | 0.1694 | 1.4456 | 1.2023 |
197
+ | No log | 3.3563 | 292 | 1.6267 | 0.1853 | 1.6267 | 1.2754 |
198
+ | No log | 3.3793 | 294 | 1.6594 | 0.1853 | 1.6594 | 1.2882 |
199
+ | No log | 3.4023 | 296 | 1.7823 | 0.1349 | 1.7823 | 1.3350 |
200
+ | No log | 3.4253 | 298 | 1.6237 | 0.2039 | 1.6237 | 1.2742 |
201
+ | No log | 3.4483 | 300 | 1.5213 | 0.1562 | 1.5213 | 1.2334 |
202
+ | No log | 3.4713 | 302 | 1.5184 | 0.1256 | 1.5184 | 1.2322 |
203
+ | No log | 3.4943 | 304 | 1.4758 | 0.0672 | 1.4758 | 1.2148 |
204
+ | No log | 3.5172 | 306 | 1.4592 | 0.0750 | 1.4592 | 1.2080 |
205
+ | No log | 3.5402 | 308 | 1.3692 | 0.1026 | 1.3692 | 1.1701 |
206
+ | No log | 3.5632 | 310 | 1.4094 | 0.1193 | 1.4094 | 1.1872 |
207
+ | No log | 3.5862 | 312 | 1.6796 | 0.1453 | 1.6796 | 1.2960 |
208
+ | No log | 3.6092 | 314 | 2.0408 | 0.0615 | 2.0408 | 1.4286 |
209
+ | No log | 3.6322 | 316 | 1.9183 | 0.0747 | 1.9183 | 1.3850 |
210
+ | No log | 3.6552 | 318 | 1.6091 | 0.1573 | 1.6091 | 1.2685 |
211
+ | No log | 3.6782 | 320 | 1.5459 | 0.1483 | 1.5459 | 1.2433 |
212
+ | No log | 3.7011 | 322 | 1.4651 | 0.1112 | 1.4651 | 1.2104 |
213
+ | No log | 3.7241 | 324 | 1.4482 | 0.1112 | 1.4482 | 1.2034 |
214
+ | No log | 3.7471 | 326 | 1.6194 | 0.1604 | 1.6194 | 1.2726 |
215
+ | No log | 3.7701 | 328 | 1.6969 | 0.1498 | 1.6969 | 1.3026 |
216
+ | No log | 3.7931 | 330 | 1.6553 | 0.1573 | 1.6553 | 1.2866 |
217
+ | No log | 3.8161 | 332 | 1.6829 | 0.1470 | 1.6829 | 1.2973 |
218
+ | No log | 3.8391 | 334 | 1.6150 | 0.1332 | 1.6150 | 1.2708 |
219
+ | No log | 3.8621 | 336 | 1.5723 | 0.1332 | 1.5723 | 1.2539 |
220
+ | No log | 3.8851 | 338 | 1.5377 | 0.0882 | 1.5377 | 1.2400 |
221
+ | No log | 3.9080 | 340 | 1.5514 | 0.1483 | 1.5514 | 1.2456 |
222
+ | No log | 3.9310 | 342 | 1.8026 | 0.1442 | 1.8026 | 1.3426 |
223
+ | No log | 3.9540 | 344 | 1.9275 | 0.0747 | 1.9275 | 1.3883 |
224
+ | No log | 3.9770 | 346 | 1.7194 | 0.1616 | 1.7194 | 1.3113 |
225
+ | No log | 4.0 | 348 | 1.7089 | 0.1616 | 1.7089 | 1.3073 |
226
+ | No log | 4.0230 | 350 | 1.7689 | 0.1555 | 1.7689 | 1.3300 |
227
+ | No log | 4.0460 | 352 | 1.8108 | 0.1172 | 1.8108 | 1.3457 |
228
+ | No log | 4.0690 | 354 | 1.8635 | 0.1172 | 1.8635 | 1.3651 |
229
+ | No log | 4.0920 | 356 | 1.8807 | 0.1172 | 1.8807 | 1.3714 |
230
+ | No log | 4.1149 | 358 | 1.5862 | 0.1179 | 1.5862 | 1.2594 |
231
+ | No log | 4.1379 | 360 | 1.4593 | 0.1533 | 1.4593 | 1.2080 |
232
+ | No log | 4.1609 | 362 | 1.4925 | 0.1009 | 1.4925 | 1.2217 |
233
+ | No log | 4.1839 | 364 | 1.7387 | 0.1259 | 1.7387 | 1.3186 |
234
+ | No log | 4.2069 | 366 | 1.9237 | 0.0819 | 1.9237 | 1.3870 |
235
+ | No log | 4.2299 | 368 | 2.2148 | 0.0869 | 2.2148 | 1.4882 |
236
+ | No log | 4.2529 | 370 | 2.0094 | 0.0747 | 2.0094 | 1.4175 |
237
+ | No log | 4.2759 | 372 | 1.6432 | -0.0229 | 1.6432 | 1.2819 |
238
+ | No log | 4.2989 | 374 | 1.4410 | 0.0526 | 1.4410 | 1.2004 |
239
+ | No log | 4.3218 | 376 | 1.4592 | 0.0526 | 1.4592 | 1.2080 |
240
+ | No log | 4.3448 | 378 | 1.5719 | -0.0402 | 1.5719 | 1.2537 |
241
+ | No log | 4.3678 | 380 | 1.4692 | 0.0447 | 1.4692 | 1.2121 |
242
+ | No log | 4.3908 | 382 | 1.3772 | 0.0 | 1.3772 | 1.1735 |
243
+ | No log | 4.4138 | 384 | 1.4330 | 0.0112 | 1.4330 | 1.1971 |
244
+ | No log | 4.4368 | 386 | 1.6695 | 0.1049 | 1.6695 | 1.2921 |
245
+ | No log | 4.4598 | 388 | 1.8692 | 0.0870 | 1.8692 | 1.3672 |
246
+ | No log | 4.4828 | 390 | 1.7821 | 0.1328 | 1.7821 | 1.3350 |
247
+ | No log | 4.5057 | 392 | 1.6877 | 0.1095 | 1.6877 | 1.2991 |
248
+ | No log | 4.5287 | 394 | 1.7972 | 0.1373 | 1.7972 | 1.3406 |
249
+ | No log | 4.5517 | 396 | 2.0563 | 0.0913 | 2.0563 | 1.4340 |
250
+ | No log | 4.5747 | 398 | 2.0654 | 0.0913 | 2.0654 | 1.4372 |
251
+ | No log | 4.5977 | 400 | 1.9126 | 0.0797 | 1.9126 | 1.3830 |
252
+ | No log | 4.6207 | 402 | 1.5685 | 0.1639 | 1.5685 | 1.2524 |
253
+ | No log | 4.6437 | 404 | 1.3747 | 0.1004 | 1.3747 | 1.1725 |
254
+ | No log | 4.6667 | 406 | 1.3798 | 0.0572 | 1.3798 | 1.1747 |
255
+ | No log | 4.6897 | 408 | 1.5566 | 0.1513 | 1.5566 | 1.2477 |
256
+ | No log | 4.7126 | 410 | 1.6902 | 0.1917 | 1.6902 | 1.3001 |
257
+ | No log | 4.7356 | 412 | 1.6540 | 0.1689 | 1.6540 | 1.2861 |
258
+ | No log | 4.7586 | 414 | 1.5169 | 0.1547 | 1.5169 | 1.2316 |
259
+ | No log | 4.7816 | 416 | 1.4451 | 0.0750 | 1.4451 | 1.2021 |
260
+ | No log | 4.8046 | 418 | 1.5154 | 0.0672 | 1.5154 | 1.2310 |
261
+ | No log | 4.8276 | 420 | 1.5545 | 0.0359 | 1.5545 | 1.2468 |
262
+ | No log | 4.8506 | 422 | 1.5918 | 0.1465 | 1.5918 | 1.2617 |
263
+ | No log | 4.8736 | 424 | 1.6884 | 0.2036 | 1.6884 | 1.2994 |
264
+ | No log | 4.8966 | 426 | 1.7325 | 0.2262 | 1.7325 | 1.3162 |
265
+ | No log | 4.9195 | 428 | 1.6516 | 0.2036 | 1.6516 | 1.2851 |
266
+ | No log | 4.9425 | 430 | 1.5299 | 0.2092 | 1.5299 | 1.2369 |
267
+ | No log | 4.9655 | 432 | 1.6609 | 0.2447 | 1.6609 | 1.2888 |
268
+ | No log | 4.9885 | 434 | 1.8415 | 0.1090 | 1.8415 | 1.3570 |
269
+ | No log | 5.0115 | 436 | 1.7314 | 0.1282 | 1.7314 | 1.3158 |
270
+ | No log | 5.0345 | 438 | 1.5642 | 0.2569 | 1.5642 | 1.2507 |
271
+ | No log | 5.0575 | 440 | 1.4386 | 0.1929 | 1.4386 | 1.1994 |
272
+ | No log | 5.0805 | 442 | 1.4130 | 0.2309 | 1.4130 | 1.1887 |
273
+ | No log | 5.1034 | 444 | 1.4055 | 0.2309 | 1.4055 | 1.1856 |
274
+ | No log | 5.1264 | 446 | 1.2449 | 0.1441 | 1.2449 | 1.1158 |
275
+ | No log | 5.1494 | 448 | 1.1713 | 0.2072 | 1.1713 | 1.0823 |
276
+ | No log | 5.1724 | 450 | 1.1819 | 0.1645 | 1.1819 | 1.0872 |
277
+ | No log | 5.1954 | 452 | 1.2306 | 0.0880 | 1.2306 | 1.1093 |
278
+ | No log | 5.2184 | 454 | 1.4551 | 0.2105 | 1.4551 | 1.2063 |
279
+ | No log | 5.2414 | 456 | 1.7669 | 0.1768 | 1.7669 | 1.3292 |
280
+ | No log | 5.2644 | 458 | 1.8070 | 0.1768 | 1.8070 | 1.3442 |
281
+ | No log | 5.2874 | 460 | 1.6252 | 0.1689 | 1.6252 | 1.2748 |
282
+ | No log | 5.3103 | 462 | 1.5536 | 0.2197 | 1.5536 | 1.2464 |
283
+ | No log | 5.3333 | 464 | 1.6411 | 0.1841 | 1.6411 | 1.2811 |
284
+ | No log | 5.3563 | 466 | 1.6222 | 0.1841 | 1.6222 | 1.2737 |
285
+ | No log | 5.3793 | 468 | 1.6158 | 0.1689 | 1.6158 | 1.2711 |
286
+ | No log | 5.4023 | 470 | 1.4472 | 0.0969 | 1.4472 | 1.2030 |
287
+ | No log | 5.4253 | 472 | 1.3616 | 0.0943 | 1.3616 | 1.1669 |
288
+ | No log | 5.4483 | 474 | 1.4328 | 0.0969 | 1.4328 | 1.1970 |
289
+ | No log | 5.4713 | 476 | 1.4692 | 0.1311 | 1.4692 | 1.2121 |
290
+ | No log | 5.4943 | 478 | 1.5737 | 0.1158 | 1.5737 | 1.2545 |
291
+ | No log | 5.5172 | 480 | 1.6543 | 0.1689 | 1.6543 | 1.2862 |
292
+ | No log | 5.5402 | 482 | 1.8289 | 0.1260 | 1.8289 | 1.3524 |
293
+ | No log | 5.5632 | 484 | 2.0555 | 0.0893 | 2.0555 | 1.4337 |
294
+ | No log | 5.5862 | 486 | 2.0955 | 0.0777 | 2.0955 | 1.4476 |
295
+ | No log | 5.6092 | 488 | 2.0582 | 0.0893 | 2.0582 | 1.4346 |
296
+ | No log | 5.6322 | 490 | 1.9980 | 0.0777 | 1.9980 | 1.4135 |
297
+ | No log | 5.6552 | 492 | 1.8969 | 0.1391 | 1.8969 | 1.3773 |
298
+ | No log | 5.6782 | 494 | 1.6119 | 0.1802 | 1.6119 | 1.2696 |
299
+ | No log | 5.7011 | 496 | 1.3825 | 0.1840 | 1.3825 | 1.1758 |
300
+ | No log | 5.7241 | 498 | 1.3503 | 0.1316 | 1.3503 | 1.1620 |
301
+ | 0.3824 | 5.7471 | 500 | 1.4347 | 0.0600 | 1.4347 | 1.1978 |
302
+ | 0.3824 | 5.7701 | 502 | 1.6604 | 0.2036 | 1.6604 | 1.2886 |
303
+ | 0.3824 | 5.7931 | 504 | 1.7786 | 0.2105 | 1.7786 | 1.3336 |
304
+ | 0.3824 | 5.8161 | 506 | 1.7458 | 0.2105 | 1.7458 | 1.3213 |
305
+ | 0.3824 | 5.8391 | 508 | 1.5771 | 0.1465 | 1.5771 | 1.2558 |
306
+ | 0.3824 | 5.8621 | 510 | 1.4709 | 0.0600 | 1.4709 | 1.2128 |
307
+ | 0.3824 | 5.8851 | 512 | 1.4516 | 0.1011 | 1.4516 | 1.2048 |
308
+ | 0.3824 | 5.9080 | 514 | 1.5042 | 0.0933 | 1.5042 | 1.2265 |
309
+ | 0.3824 | 5.9310 | 516 | 1.6190 | 0.1718 | 1.6190 | 1.2724 |
310
+ | 0.3824 | 5.9540 | 518 | 1.6847 | 0.2230 | 1.6847 | 1.2980 |
311
+ | 0.3824 | 5.9770 | 520 | 1.5858 | 0.1760 | 1.5858 | 1.2593 |
312
+ | 0.3824 | 6.0 | 522 | 1.3944 | 0.1112 | 1.3944 | 1.1808 |
313
+ | 0.3824 | 6.0230 | 524 | 1.3492 | 0.1898 | 1.3492 | 1.1615 |
314
+ | 0.3824 | 6.0460 | 526 | 1.4305 | 0.2055 | 1.4305 | 1.1960 |
315
+ | 0.3824 | 6.0690 | 528 | 1.7065 | 0.1917 | 1.7065 | 1.3063 |
316
+ | 0.3824 | 6.0920 | 530 | 1.9758 | 0.1178 | 1.9758 | 1.4056 |
317
+ | 0.3824 | 6.1149 | 532 | 1.8754 | 0.1126 | 1.8754 | 1.3695 |
318
+ | 0.3824 | 6.1379 | 534 | 1.6121 | 0.2230 | 1.6121 | 1.2697 |
319
+ | 0.3824 | 6.1609 | 536 | 1.3951 | 0.1202 | 1.3951 | 1.1811 |
320
+ | 0.3824 | 6.1839 | 538 | 1.3605 | 0.1202 | 1.3605 | 1.1664 |
321
+ | 0.3824 | 6.2069 | 540 | 1.3038 | 0.2665 | 1.3038 | 1.1418 |
322
+ | 0.3824 | 6.2299 | 542 | 1.3109 | 0.1637 | 1.3109 | 1.1449 |
323
+ | 0.3824 | 6.2529 | 544 | 1.4190 | 0.0871 | 1.4190 | 1.1912 |
324
+ | 0.3824 | 6.2759 | 546 | 1.6180 | 0.1647 | 1.6180 | 1.2720 |
325
+ | 0.3824 | 6.2989 | 548 | 1.7219 | 0.1541 | 1.7219 | 1.3122 |
326
+ | 0.3824 | 6.3218 | 550 | 1.6655 | 0.1647 | 1.6655 | 1.2905 |
327
+ | 0.3824 | 6.3448 | 552 | 1.4549 | 0.1447 | 1.4549 | 1.2062 |
328
+ | 0.3824 | 6.3678 | 554 | 1.3645 | 0.1219 | 1.3645 | 1.1681 |
329
+ | 0.3824 | 6.3908 | 556 | 1.4126 | 0.1379 | 1.4126 | 1.1885 |
330
+ | 0.3824 | 6.4138 | 558 | 1.4855 | 0.1427 | 1.4855 | 1.2188 |
331
+ | 0.3824 | 6.4368 | 560 | 1.5749 | 0.1628 | 1.5749 | 1.2549 |
332
+ | 0.3824 | 6.4598 | 562 | 1.5988 | 0.1674 | 1.5988 | 1.2644 |
333
+ | 0.3824 | 6.4828 | 564 | 1.4753 | 0.1751 | 1.4753 | 1.2146 |
334
+ | 0.3824 | 6.5057 | 566 | 1.3090 | 0.1440 | 1.3090 | 1.1441 |
335
+ | 0.3824 | 6.5287 | 568 | 1.2145 | 0.1479 | 1.2145 | 1.1020 |
336
+ | 0.3824 | 6.5517 | 570 | 1.2595 | 0.2387 | 1.2595 | 1.1223 |
337
+ | 0.3824 | 6.5747 | 572 | 1.4919 | 0.2498 | 1.4919 | 1.2214 |
338
+ | 0.3824 | 6.5977 | 574 | 1.8317 | 0.1305 | 1.8317 | 1.3534 |
339
+ | 0.3824 | 6.6207 | 576 | 2.0906 | 0.1379 | 2.0906 | 1.4459 |
340
+ | 0.3824 | 6.6437 | 578 | 2.0025 | 0.1549 | 2.0025 | 1.4151 |
341
+ | 0.3824 | 6.6667 | 580 | 1.6439 | 0.1882 | 1.6439 | 1.2821 |
342
+ | 0.3824 | 6.6897 | 582 | 1.2804 | 0.1892 | 1.2804 | 1.1316 |
343
+ | 0.3824 | 6.7126 | 584 | 1.1962 | 0.2207 | 1.1962 | 1.0937 |
344
+ | 0.3824 | 6.7356 | 586 | 1.1958 | 0.1479 | 1.1958 | 1.0935 |
345
+ | 0.3824 | 6.7586 | 588 | 1.2640 | 0.1896 | 1.2640 | 1.1243 |
346
+ | 0.3824 | 6.7816 | 590 | 1.4115 | 0.1796 | 1.4115 | 1.1880 |
347
+ | 0.3824 | 6.8046 | 592 | 1.5776 | 0.2105 | 1.5776 | 1.2560 |
348
+ | 0.3824 | 6.8276 | 594 | 1.6371 | 0.1768 | 1.6371 | 1.2795 |
349
+ | 0.3824 | 6.8506 | 596 | 1.5456 | 0.2197 | 1.5456 | 1.2432 |
350
+ | 0.3824 | 6.8736 | 598 | 1.4697 | 0.2197 | 1.4697 | 1.2123 |
351
+ | 0.3824 | 6.8966 | 600 | 1.3808 | 0.1929 | 1.3808 | 1.1751 |
352
+ | 0.3824 | 6.9195 | 602 | 1.3501 | 0.2424 | 1.3501 | 1.1619 |
353
+ | 0.3824 | 6.9425 | 604 | 1.4016 | 0.1929 | 1.4016 | 1.1839 |
354
+ | 0.3824 | 6.9655 | 606 | 1.4945 | 0.2197 | 1.4945 | 1.2225 |
355
+ | 0.3824 | 6.9885 | 608 | 1.5117 | 0.2197 | 1.5117 | 1.2295 |
356
+ | 0.3824 | 7.0115 | 610 | 1.4702 | 0.1922 | 1.4702 | 1.2125 |
357
+ | 0.3824 | 7.0345 | 612 | 1.4492 | 0.1796 | 1.4492 | 1.2038 |
358
+ | 0.3824 | 7.0575 | 614 | 1.4312 | 0.2028 | 1.4312 | 1.1963 |
359
+ | 0.3824 | 7.0805 | 616 | 1.3335 | 0.0887 | 1.3335 | 1.1548 |
360
+ | 0.3824 | 7.1034 | 618 | 1.3057 | 0.1053 | 1.3057 | 1.1427 |
361
+ | 0.3824 | 7.1264 | 620 | 1.3894 | 0.0887 | 1.3894 | 1.1787 |
362
+ | 0.3824 | 7.1494 | 622 | 1.4981 | 0.1604 | 1.4981 | 1.2240 |
363
+ | 0.3824 | 7.1724 | 624 | 1.5107 | 0.1604 | 1.5107 | 1.2291 |
364
+ | 0.3824 | 7.1954 | 626 | 1.4570 | 0.1439 | 1.4570 | 1.2071 |
365
+ | 0.3824 | 7.2184 | 628 | 1.4005 | 0.1031 | 1.4005 | 1.1834 |
366
+ | 0.3824 | 7.2414 | 630 | 1.4752 | 0.1364 | 1.4752 | 1.2146 |
367
+ | 0.3824 | 7.2644 | 632 | 1.5823 | 0.1841 | 1.5823 | 1.2579 |
368
+ | 0.3824 | 7.2874 | 634 | 1.5557 | 0.1841 | 1.5557 | 1.2473 |
369
+ | 0.3824 | 7.3103 | 636 | 1.4512 | 0.1513 | 1.4512 | 1.2047 |
370
+ | 0.3824 | 7.3333 | 638 | 1.3897 | 0.1758 | 1.3897 | 1.1789 |
371
+ | 0.3824 | 7.3563 | 640 | 1.3723 | 0.1713 | 1.3723 | 1.1714 |
372
+ | 0.3824 | 7.3793 | 642 | 1.5297 | 0.2105 | 1.5297 | 1.2368 |
373
+ | 0.3824 | 7.4023 | 644 | 1.6783 | 0.1768 | 1.6783 | 1.2955 |
374
+ | 0.3824 | 7.4253 | 646 | 1.6712 | 0.1806 | 1.6712 | 1.2928 |
375
+ | 0.3824 | 7.4483 | 648 | 1.6317 | 0.2293 | 1.6317 | 1.2774 |
376
+ | 0.3824 | 7.4713 | 650 | 1.6768 | 0.1806 | 1.6768 | 1.2949 |
377
+ | 0.3824 | 7.4943 | 652 | 1.6619 | 0.2105 | 1.6619 | 1.2891 |
378
+ | 0.3824 | 7.5172 | 654 | 1.6757 | 0.2105 | 1.6757 | 1.2945 |
379
+ | 0.3824 | 7.5402 | 656 | 1.7180 | 0.2105 | 1.7180 | 1.3107 |
380
+ | 0.3824 | 7.5632 | 658 | 1.6562 | 0.2105 | 1.6562 | 1.2870 |
381
+ | 0.3824 | 7.5862 | 660 | 1.5911 | 0.1465 | 1.5911 | 1.2614 |
382
+ | 0.3824 | 7.6092 | 662 | 1.5048 | 0.1364 | 1.5048 | 1.2267 |
383
+ | 0.3824 | 7.6322 | 664 | 1.4182 | 0.1098 | 1.4182 | 1.1909 |
384
+ | 0.3824 | 7.6552 | 666 | 1.3865 | 0.1098 | 1.3865 | 1.1775 |
385
+ | 0.3824 | 7.6782 | 668 | 1.3563 | 0.1098 | 1.3563 | 1.1646 |
386
+ | 0.3824 | 7.7011 | 670 | 1.4614 | 0.1364 | 1.4614 | 1.2089 |
387
+ | 0.3824 | 7.7241 | 672 | 1.5456 | 0.1364 | 1.5456 | 1.2432 |
388
+ | 0.3824 | 7.7471 | 674 | 1.5635 | 0.1364 | 1.5635 | 1.2504 |
389
+ | 0.3824 | 7.7701 | 676 | 1.4755 | 0.1256 | 1.4755 | 1.2147 |
390
+ | 0.3824 | 7.7931 | 678 | 1.4023 | 0.0943 | 1.4023 | 1.1842 |
391
+ | 0.3824 | 7.8161 | 680 | 1.3688 | 0.0619 | 1.3688 | 1.1699 |
392
+ | 0.3824 | 7.8391 | 682 | 1.3639 | 0.0525 | 1.3639 | 1.1679 |
393
+ | 0.3824 | 7.8621 | 684 | 1.4109 | 0.1283 | 1.4109 | 1.1878 |
394
+ | 0.3824 | 7.8851 | 686 | 1.5474 | 0.1513 | 1.5474 | 1.2440 |
395
+ | 0.3824 | 7.9080 | 688 | 1.6053 | 0.2071 | 1.6053 | 1.2670 |
396
+ | 0.3824 | 7.9310 | 690 | 1.6815 | 0.1768 | 1.6815 | 1.2967 |
397
+ | 0.3824 | 7.9540 | 692 | 1.8096 | 0.1768 | 1.8096 | 1.3452 |
398
+ | 0.3824 | 7.9770 | 694 | 1.7017 | 0.1768 | 1.7017 | 1.3045 |
399
+ | 0.3824 | 8.0 | 696 | 1.6140 | 0.1802 | 1.6140 | 1.2704 |
400
+ | 0.3824 | 8.0230 | 698 | 1.5741 | 0.1465 | 1.5741 | 1.2546 |
401
+ | 0.3824 | 8.0460 | 700 | 1.5279 | 0.1364 | 1.5279 | 1.2361 |
402
+ | 0.3824 | 8.0690 | 702 | 1.4691 | 0.1364 | 1.4691 | 1.2121 |
403
+ | 0.3824 | 8.0920 | 704 | 1.4260 | 0.0969 | 1.4260 | 1.1942 |
404
+ | 0.3824 | 8.1149 | 706 | 1.3716 | 0.0987 | 1.3716 | 1.1711 |
405
+ | 0.3824 | 8.1379 | 708 | 1.4176 | 0.1283 | 1.4176 | 1.1907 |
406
+ | 0.3824 | 8.1609 | 710 | 1.4684 | 0.1498 | 1.4684 | 1.2118 |
407
+ | 0.3824 | 8.1839 | 712 | 1.6781 | 0.1768 | 1.6781 | 1.2954 |
408
+ | 0.3824 | 8.2069 | 714 | 2.0056 | 0.0747 | 2.0056 | 1.4162 |
409
+ | 0.3824 | 8.2299 | 716 | 2.0989 | 0.1178 | 2.0989 | 1.4488 |
410
+ | 0.3824 | 8.2529 | 718 | 1.8747 | 0.1442 | 1.8747 | 1.3692 |
411
+ | 0.3824 | 8.2759 | 720 | 1.5532 | 0.1364 | 1.5532 | 1.2463 |
412
+ | 0.3824 | 8.2989 | 722 | 1.3222 | 0.1219 | 1.3222 | 1.1499 |
413
+ | 0.3824 | 8.3218 | 724 | 1.2905 | 0.0887 | 1.2905 | 1.1360 |
414
+ | 0.3824 | 8.3448 | 726 | 1.3465 | 0.0943 | 1.3465 | 1.1604 |
415
+ | 0.3824 | 8.3678 | 728 | 1.5328 | 0.1416 | 1.5328 | 1.2381 |
416
+ | 0.3824 | 8.3908 | 730 | 1.6688 | 0.1841 | 1.6688 | 1.2918 |
417
+ | 0.3824 | 8.4138 | 732 | 1.5973 | 0.1841 | 1.5973 | 1.2638 |
418
+ | 0.3824 | 8.4368 | 734 | 1.5550 | 0.1841 | 1.5550 | 1.2470 |
419
+ | 0.3824 | 8.4598 | 736 | 1.5719 | 0.1802 | 1.5719 | 1.2537 |
420
+ | 0.3824 | 8.4828 | 738 | 1.6583 | 0.2071 | 1.6583 | 1.2877 |
421
+ | 0.3824 | 8.5057 | 740 | 1.5832 | 0.1841 | 1.5832 | 1.2583 |
422
+ | 0.3824 | 8.5287 | 742 | 1.4893 | 0.1840 | 1.4893 | 1.2204 |
423
+ | 0.3824 | 8.5517 | 744 | 1.4781 | 0.2012 | 1.4781 | 1.2158 |
424
+ | 0.3824 | 8.5747 | 746 | 1.5209 | 0.1840 | 1.5209 | 1.2332 |
425
+ | 0.3824 | 8.5977 | 748 | 1.6073 | 0.1841 | 1.6073 | 1.2678 |
426
+ | 0.3824 | 8.6207 | 750 | 1.6918 | 0.2071 | 1.6918 | 1.3007 |
427
+ | 0.3824 | 8.6437 | 752 | 1.6268 | 0.1841 | 1.6268 | 1.2755 |
428
+ | 0.3824 | 8.6667 | 754 | 1.5299 | 0.1364 | 1.5299 | 1.2369 |
429
+ | 0.3824 | 8.6897 | 756 | 1.4264 | 0.1254 | 1.4264 | 1.1943 |
430
+ | 0.3824 | 8.7126 | 758 | 1.4112 | 0.1254 | 1.4112 | 1.1879 |
431
+ | 0.3824 | 8.7356 | 760 | 1.4905 | 0.1704 | 1.4905 | 1.2209 |
432
+ | 0.3824 | 8.7586 | 762 | 1.5508 | 0.1840 | 1.5508 | 1.2453 |
433
+ | 0.3824 | 8.7816 | 764 | 1.6329 | 0.1760 | 1.6329 | 1.2778 |
434
+ | 0.3824 | 8.8046 | 766 | 1.5370 | 0.1840 | 1.5370 | 1.2398 |
435
+ | 0.3824 | 8.8276 | 768 | 1.4328 | 0.1604 | 1.4328 | 1.1970 |
436
+ | 0.3824 | 8.8506 | 770 | 1.3337 | 0.0619 | 1.3337 | 1.1549 |
437
+ | 0.3824 | 8.8736 | 772 | 1.3347 | 0.0943 | 1.3347 | 1.1553 |
438
+ | 0.3824 | 8.8966 | 774 | 1.3811 | 0.1254 | 1.3811 | 1.1752 |
439
+ | 0.3824 | 8.9195 | 776 | 1.5059 | 0.1840 | 1.5059 | 1.2272 |
440
+ | 0.3824 | 8.9425 | 778 | 1.6355 | 0.1841 | 1.6355 | 1.2789 |
441
+ | 0.3824 | 8.9655 | 780 | 1.6723 | 0.2071 | 1.6723 | 1.2932 |
442
+ | 0.3824 | 8.9885 | 782 | 1.7018 | 0.1729 | 1.7018 | 1.3045 |
443
+ | 0.3824 | 9.0115 | 784 | 1.5639 | 0.1674 | 1.5639 | 1.2506 |
444
+ | 0.3824 | 9.0345 | 786 | 1.4853 | 0.2012 | 1.4853 | 1.2187 |
445
+ | 0.3824 | 9.0575 | 788 | 1.4491 | 0.2012 | 1.4491 | 1.2038 |
446
+ | 0.3824 | 9.0805 | 790 | 1.4084 | 0.1704 | 1.4084 | 1.1868 |
447
+ | 0.3824 | 9.1034 | 792 | 1.3623 | 0.0619 | 1.3623 | 1.1672 |
448
+ | 0.3824 | 9.1264 | 794 | 1.4055 | 0.0619 | 1.4055 | 1.1856 |
449
+ | 0.3824 | 9.1494 | 796 | 1.4541 | 0.0619 | 1.4541 | 1.2059 |
450
+ | 0.3824 | 9.1724 | 798 | 1.5009 | 0.0600 | 1.5009 | 1.2251 |
451
+ | 0.3824 | 9.1954 | 800 | 1.5869 | 0.1704 | 1.5869 | 1.2597 |
452
+ | 0.3824 | 9.2184 | 802 | 1.6321 | 0.1840 | 1.6321 | 1.2776 |
453
+ | 0.3824 | 9.2414 | 804 | 1.6847 | 0.1922 | 1.6847 | 1.2980 |
454
+ | 0.3824 | 9.2644 | 806 | 1.7043 | 0.1647 | 1.7043 | 1.3055 |
455
+ | 0.3824 | 9.2874 | 808 | 1.7503 | 0.1768 | 1.7503 | 1.3230 |
456
+ | 0.3824 | 9.3103 | 810 | 1.6428 | 0.1999 | 1.6428 | 1.2817 |
457
+ | 0.3824 | 9.3333 | 812 | 1.5701 | 0.1882 | 1.5701 | 1.2530 |
458
+ | 0.3824 | 9.3563 | 814 | 1.5146 | 0.1628 | 1.5146 | 1.2307 |
459
+ | 0.3824 | 9.3793 | 816 | 1.3436 | 0.1340 | 1.3436 | 1.1592 |
460
+ | 0.3824 | 9.4023 | 818 | 1.2692 | 0.0937 | 1.2692 | 1.1266 |
461
+ | 0.3824 | 9.4253 | 820 | 1.2727 | 0.1219 | 1.2727 | 1.1281 |
462
+ | 0.3824 | 9.4483 | 822 | 1.3752 | 0.1198 | 1.3752 | 1.1727 |
463
+ | 0.3824 | 9.4713 | 824 | 1.4629 | 0.1531 | 1.4629 | 1.2095 |
464
+ | 0.3824 | 9.4943 | 826 | 1.4254 | 0.1031 | 1.4254 | 1.1939 |
465
+ | 0.3824 | 9.5172 | 828 | 1.3533 | 0.1138 | 1.3533 | 1.1633 |
466
+ | 0.3824 | 9.5402 | 830 | 1.3021 | 0.1692 | 1.3021 | 1.1411 |
467
+ | 0.3824 | 9.5632 | 832 | 1.2971 | 0.1692 | 1.2971 | 1.1389 |
468
+ | 0.3824 | 9.5862 | 834 | 1.3332 | 0.1687 | 1.3332 | 1.1546 |
469
+ | 0.3824 | 9.6092 | 836 | 1.3901 | 0.1254 | 1.3901 | 1.1790 |
470
+ | 0.3824 | 9.6322 | 838 | 1.4510 | 0.1076 | 1.4510 | 1.2046 |
471
+ | 0.3824 | 9.6552 | 840 | 1.5109 | 0.1704 | 1.5109 | 1.2292 |
472
+ | 0.3824 | 9.6782 | 842 | 1.5037 | 0.1427 | 1.5037 | 1.2263 |
473
+ | 0.3824 | 9.7011 | 844 | 1.3869 | 0.1497 | 1.3869 | 1.1777 |
474
+ | 0.3824 | 9.7241 | 846 | 1.2936 | 0.0880 | 1.2936 | 1.1374 |
475
+ | 0.3824 | 9.7471 | 848 | 1.2583 | 0.1048 | 1.2583 | 1.1218 |
476
+ | 0.3824 | 9.7701 | 850 | 1.2999 | 0.0880 | 1.2999 | 1.1401 |
477
+ | 0.3824 | 9.7931 | 852 | 1.4975 | 0.1882 | 1.4975 | 1.2237 |
478
+ | 0.3824 | 9.8161 | 854 | 1.6763 | 0.2230 | 1.6763 | 1.2947 |
479
+ | 0.3824 | 9.8391 | 856 | 1.6602 | 0.2230 | 1.6602 | 1.2885 |
480
+ | 0.3824 | 9.8621 | 858 | 1.5119 | 0.1882 | 1.5119 | 1.2296 |
481
+ | 0.3824 | 9.8851 | 860 | 1.4072 | 0.1311 | 1.4072 | 1.1863 |
482
+ | 0.3824 | 9.9080 | 862 | 1.2887 | 0.2535 | 1.2887 | 1.1352 |
483
+ | 0.3824 | 9.9310 | 864 | 1.2934 | 0.2535 | 1.2934 | 1.1373 |
484
+ | 0.3824 | 9.9540 | 866 | 1.3736 | 0.2032 | 1.3736 | 1.1720 |
485
+ | 0.3824 | 9.9770 | 868 | 1.4778 | 0.1364 | 1.4778 | 1.2157 |
486
+ | 0.3824 | 10.0 | 870 | 1.5121 | 0.1465 | 1.5121 | 1.2297 |
487
+ | 0.3824 | 10.0230 | 872 | 1.5698 | 0.1465 | 1.5698 | 1.2529 |
488
+ | 0.3824 | 10.0460 | 874 | 1.4798 | 0.1480 | 1.4798 | 1.2165 |
489
+ | 0.3824 | 10.0690 | 876 | 1.3206 | 0.1477 | 1.3206 | 1.1492 |
490
+ | 0.3824 | 10.0920 | 878 | 1.2470 | 0.0802 | 1.2470 | 1.1167 |
491
+ | 0.3824 | 10.1149 | 880 | 1.2211 | 0.0802 | 1.2211 | 1.1051 |
492
+ | 0.3824 | 10.1379 | 882 | 1.2334 | 0.0880 | 1.2334 | 1.1106 |
493
+ | 0.3824 | 10.1609 | 884 | 1.3137 | 0.1404 | 1.3137 | 1.1462 |
494
+ | 0.3824 | 10.1839 | 886 | 1.5048 | 0.2090 | 1.5048 | 1.2267 |
495
+ | 0.3824 | 10.2069 | 888 | 1.7499 | 0.1953 | 1.7499 | 1.3228 |
496
+ | 0.3824 | 10.2299 | 890 | 1.8290 | 0.1739 | 1.8290 | 1.3524 |
497
+ | 0.3824 | 10.2529 | 892 | 1.5432 | 0.2230 | 1.5432 | 1.2423 |
498
+ | 0.3824 | 10.2759 | 894 | 1.3939 | 0.1751 | 1.3939 | 1.1806 |
499
+ | 0.3824 | 10.2989 | 896 | 1.3942 | 0.1704 | 1.3942 | 1.1807 |
500
+ | 0.3824 | 10.3218 | 898 | 1.4479 | 0.1580 | 1.4479 | 1.2033 |
501
+ | 0.3824 | 10.3448 | 900 | 1.4194 | 0.1138 | 1.4194 | 1.1914 |
502
+ | 0.3824 | 10.3678 | 902 | 1.3571 | 0.0721 | 1.3571 | 1.1649 |
503
+ | 0.3824 | 10.3908 | 904 | 1.3224 | 0.1316 | 1.3224 | 1.1500 |
504
+ | 0.3824 | 10.4138 | 906 | 1.3537 | 0.1637 | 1.3537 | 1.1635 |
505
+ | 0.3824 | 10.4368 | 908 | 1.4709 | 0.1604 | 1.4709 | 1.2128 |
506
+ | 0.3824 | 10.4598 | 910 | 1.6210 | 0.1999 | 1.6210 | 1.2732 |
507
+ | 0.3824 | 10.4828 | 912 | 1.7140 | 0.2105 | 1.7140 | 1.3092 |
508
+ | 0.3824 | 10.5057 | 914 | 1.6161 | 0.2230 | 1.6161 | 1.2712 |
509
+ | 0.3824 | 10.5287 | 916 | 1.4080 | 0.1427 | 1.4080 | 1.1866 |
510
+ | 0.3824 | 10.5517 | 918 | 1.2837 | 0.1379 | 1.2837 | 1.1330 |
511
+ | 0.3824 | 10.5747 | 920 | 1.2433 | 0.0711 | 1.2433 | 1.1151 |
512
+ | 0.3824 | 10.5977 | 922 | 1.2627 | 0.0721 | 1.2627 | 1.1237 |
513
+ | 0.3824 | 10.6207 | 924 | 1.3721 | 0.1497 | 1.3721 | 1.1714 |
514
+ | 0.3824 | 10.6437 | 926 | 1.5476 | 0.1999 | 1.5476 | 1.2440 |
515
+ | 0.3824 | 10.6667 | 928 | 1.7819 | 0.2535 | 1.7819 | 1.3349 |
516
+ | 0.3824 | 10.6897 | 930 | 1.8813 | 0.2435 | 1.8813 | 1.3716 |
517
+ | 0.3824 | 10.7126 | 932 | 1.8127 | 0.2535 | 1.8127 | 1.3464 |
518
+ | 0.3824 | 10.7356 | 934 | 1.6330 | 0.2262 | 1.6330 | 1.2779 |
519
+ | 0.3824 | 10.7586 | 936 | 1.4648 | 0.1882 | 1.4648 | 1.2103 |
520
+ | 0.3824 | 10.7816 | 938 | 1.3846 | 0.1838 | 1.3846 | 1.1767 |
521
+ | 0.3824 | 10.8046 | 940 | 1.3421 | 0.0778 | 1.3421 | 1.1585 |
522
+ | 0.3824 | 10.8276 | 942 | 1.4012 | 0.1935 | 1.4012 | 1.1837 |
523
+ | 0.3824 | 10.8506 | 944 | 1.6021 | 0.2230 | 1.6021 | 1.2657 |
524
+ | 0.3824 | 10.8736 | 946 | 1.8787 | 0.1913 | 1.8787 | 1.3706 |
525
+ | 0.3824 | 10.8966 | 948 | 1.9875 | 0.1262 | 1.9875 | 1.4098 |
526
+ | 0.3824 | 10.9195 | 950 | 1.8701 | 0.1525 | 1.8701 | 1.3675 |
527
+ | 0.3824 | 10.9425 | 952 | 1.5571 | 0.2230 | 1.5571 | 1.2478 |
528
+ | 0.3824 | 10.9655 | 954 | 1.3244 | 0.2317 | 1.3244 | 1.1508 |
529
+ | 0.3824 | 10.9885 | 956 | 1.2371 | 0.1641 | 1.2371 | 1.1122 |
530
+ | 0.3824 | 11.0115 | 958 | 1.2457 | 0.1479 | 1.2457 | 1.1161 |
531
+ | 0.3824 | 11.0345 | 960 | 1.3163 | 0.1188 | 1.3163 | 1.1473 |
532
+ | 0.3824 | 11.0575 | 962 | 1.3243 | 0.1058 | 1.3243 | 1.1508 |
533
+ | 0.3824 | 11.0805 | 964 | 1.3220 | 0.0721 | 1.3220 | 1.1498 |
534
+ | 0.3824 | 11.1034 | 966 | 1.3519 | 0.0721 | 1.3519 | 1.1627 |
535
+ | 0.3824 | 11.1264 | 968 | 1.4495 | 0.1198 | 1.4495 | 1.2040 |
536
+ | 0.3824 | 11.1494 | 970 | 1.5237 | 0.1751 | 1.5237 | 1.2344 |
537
+ | 0.3824 | 11.1724 | 972 | 1.4575 | 0.1480 | 1.4575 | 1.2073 |
538
+ | 0.3824 | 11.1954 | 974 | 1.3049 | 0.1316 | 1.3049 | 1.1423 |
539
+ | 0.3824 | 11.2184 | 976 | 1.1905 | 0.1048 | 1.1905 | 1.0911 |
540
+ | 0.3824 | 11.2414 | 978 | 1.1778 | 0.1048 | 1.1778 | 1.0853 |
541
+ | 0.3824 | 11.2644 | 980 | 1.2432 | 0.1479 | 1.2432 | 1.1150 |
542
+ | 0.3824 | 11.2874 | 982 | 1.4267 | 0.2647 | 1.4267 | 1.1945 |
543
+ | 0.3824 | 11.3103 | 984 | 1.7754 | 0.1953 | 1.7754 | 1.3325 |
544
+ | 0.3824 | 11.3333 | 986 | 2.0060 | 0.1748 | 2.0060 | 1.4163 |
545
+ | 0.3824 | 11.3563 | 988 | 2.0018 | 0.1748 | 2.0018 | 1.4149 |
546
+ | 0.3824 | 11.3793 | 990 | 1.8285 | 0.1979 | 1.8285 | 1.3522 |
547
+ | 0.3824 | 11.4023 | 992 | 1.5246 | 0.2262 | 1.5246 | 1.2348 |
548
+ | 0.3824 | 11.4253 | 994 | 1.4019 | 0.2574 | 1.4019 | 1.1840 |
549
+ | 0.3824 | 11.4483 | 996 | 1.3936 | 0.2574 | 1.3936 | 1.1805 |
550
+ | 0.3824 | 11.4713 | 998 | 1.4187 | 0.2863 | 1.4187 | 1.1911 |
551
+ | 0.078 | 11.4943 | 1000 | 1.5083 | 0.2262 | 1.5083 | 1.2281 |
552
+ | 0.078 | 11.5172 | 1002 | 1.5964 | 0.2105 | 1.5964 | 1.2635 |
553
+ | 0.078 | 11.5402 | 1004 | 1.6006 | 0.2105 | 1.6006 | 1.2652 |
554
+ | 0.078 | 11.5632 | 1006 | 1.4794 | 0.2262 | 1.4794 | 1.2163 |
555
+ | 0.078 | 11.5862 | 1008 | 1.4902 | 0.2262 | 1.4902 | 1.2207 |
556
+ | 0.078 | 11.6092 | 1010 | 1.4794 | 0.2424 | 1.4794 | 1.2163 |
557
+ | 0.078 | 11.6322 | 1012 | 1.4741 | 0.2542 | 1.4741 | 1.2141 |
558
+ | 0.078 | 11.6552 | 1014 | 1.5626 | 0.2262 | 1.5626 | 1.2500 |
559
+ | 0.078 | 11.6782 | 1016 | 1.6247 | 0.2105 | 1.6247 | 1.2746 |
560
+ | 0.078 | 11.7011 | 1018 | 1.7015 | 0.1768 | 1.7015 | 1.3044 |
561
+ | 0.078 | 11.7241 | 1020 | 1.6375 | 0.2424 | 1.6375 | 1.2797 |
562
+ | 0.078 | 11.7471 | 1022 | 1.7097 | 0.2071 | 1.7097 | 1.3075 |
563
+ | 0.078 | 11.7701 | 1024 | 1.8363 | 0.1739 | 1.8363 | 1.3551 |
564
+ | 0.078 | 11.7931 | 1026 | 1.7515 | 0.1917 | 1.7515 | 1.3235 |
565
+ | 0.078 | 11.8161 | 1028 | 1.6030 | 0.2394 | 1.6030 | 1.2661 |
566
+ | 0.078 | 11.8391 | 1030 | 1.5260 | 0.2251 | 1.5260 | 1.2353 |
567
+ | 0.078 | 11.8621 | 1032 | 1.5516 | 0.2162 | 1.5516 | 1.2456 |
568
+ | 0.078 | 11.8851 | 1034 | 1.5262 | 0.2127 | 1.5262 | 1.2354 |
569
+ | 0.078 | 11.9080 | 1036 | 1.5393 | 0.2127 | 1.5393 | 1.2407 |
570
+ | 0.078 | 11.9310 | 1038 | 1.5405 | 0.1922 | 1.5405 | 1.2412 |
571
 
572
 
573
  ### Framework versions