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ArabicNewSplits7_B_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_B_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_B_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: 1.3549
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- - Qwk: 0.1596
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- - Mse: 1.3549
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- - Rmse: 1.1640
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  ## Model description
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@@ -49,262 +49,265 @@ 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 | 0.0263 | 2 | 4.8022 | -0.0132 | 4.8022 | 2.1914 |
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- | No log | 0.0526 | 4 | 2.9351 | -0.0050 | 2.9351 | 1.7132 |
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- | No log | 0.0789 | 6 | 2.2044 | -0.0553 | 2.2044 | 1.4847 |
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- | No log | 0.1053 | 8 | 2.0676 | -0.0285 | 2.0676 | 1.4379 |
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- | No log | 0.1316 | 10 | 1.8414 | -0.0735 | 1.8414 | 1.3570 |
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- | No log | 0.1579 | 12 | 1.4381 | 0.0201 | 1.4381 | 1.1992 |
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- | No log | 0.1842 | 14 | 1.4459 | 0.0020 | 1.4459 | 1.2025 |
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- | No log | 0.2105 | 16 | 1.5676 | -0.1375 | 1.5676 | 1.2520 |
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- | No log | 0.2368 | 18 | 1.9984 | -0.0295 | 1.9984 | 1.4137 |
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- | No log | 0.2632 | 20 | 2.5400 | -0.0762 | 2.5400 | 1.5937 |
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- | No log | 0.2895 | 22 | 2.2913 | -0.0169 | 2.2913 | 1.5137 |
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- | No log | 0.3158 | 24 | 1.8339 | 0.0372 | 1.8339 | 1.3542 |
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- | No log | 0.3421 | 26 | 1.4349 | 0.0 | 1.4349 | 1.1979 |
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- | No log | 0.3684 | 28 | 1.3090 | 0.1140 | 1.3090 | 1.1441 |
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- | No log | 0.3947 | 30 | 1.2531 | 0.0599 | 1.2531 | 1.1194 |
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- | No log | 0.4211 | 32 | 1.2138 | 0.0904 | 1.2138 | 1.1017 |
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- | No log | 0.4474 | 34 | 1.1956 | 0.1585 | 1.1956 | 1.0935 |
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- | No log | 0.4737 | 36 | 1.2860 | 0.0722 | 1.2860 | 1.1340 |
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- | No log | 0.5 | 38 | 1.4290 | -0.0147 | 1.4290 | 1.1954 |
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- | No log | 0.5263 | 40 | 1.4433 | -0.0463 | 1.4433 | 1.2014 |
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- | No log | 0.5526 | 42 | 1.3593 | 0.0682 | 1.3593 | 1.1659 |
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- | No log | 0.5789 | 44 | 1.4019 | 0.0442 | 1.4019 | 1.1840 |
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- | No log | 0.6053 | 46 | 1.4078 | 0.0442 | 1.4078 | 1.1865 |
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- | No log | 0.6316 | 48 | 1.2807 | 0.1042 | 1.2807 | 1.1317 |
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- | No log | 0.6579 | 50 | 1.2400 | 0.1370 | 1.2400 | 1.1136 |
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- | No log | 0.6842 | 52 | 1.2537 | 0.1107 | 1.2537 | 1.1197 |
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- | No log | 0.7105 | 54 | 1.2371 | 0.1638 | 1.2371 | 1.1122 |
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- | No log | 0.7368 | 56 | 1.2117 | 0.1011 | 1.2117 | 1.1008 |
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- | No log | 0.7632 | 58 | 1.2297 | 0.0327 | 1.2297 | 1.1089 |
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- | No log | 0.7895 | 60 | 1.4120 | -0.0022 | 1.4120 | 1.1883 |
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- | No log | 0.8158 | 62 | 1.4995 | -0.0022 | 1.4995 | 1.2245 |
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- | No log | 0.8421 | 64 | 1.4774 | -0.0022 | 1.4774 | 1.2155 |
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- | No log | 0.8684 | 66 | 1.3757 | 0.0454 | 1.3757 | 1.1729 |
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- | No log | 0.8947 | 68 | 1.2136 | 0.1048 | 1.2136 | 1.1017 |
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- | No log | 0.9211 | 70 | 1.3188 | 0.0865 | 1.3188 | 1.1484 |
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- | No log | 0.9474 | 72 | 1.5599 | 0.0 | 1.5599 | 1.2490 |
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- | No log | 0.9737 | 74 | 1.5736 | 0.0 | 1.5736 | 1.2544 |
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- | No log | 1.0 | 76 | 1.4580 | 0.0 | 1.4580 | 1.2075 |
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- | No log | 1.0263 | 78 | 1.3203 | 0.0403 | 1.3203 | 1.1491 |
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- | No log | 1.0526 | 80 | 1.2935 | -0.0199 | 1.2935 | 1.1373 |
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- | No log | 1.0789 | 82 | 1.3335 | -0.0375 | 1.3335 | 1.1548 |
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- | No log | 1.1053 | 84 | 1.2847 | 0.0914 | 1.2847 | 1.1334 |
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- | No log | 1.1316 | 86 | 1.2486 | 0.1444 | 1.2486 | 1.1174 |
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- | No log | 1.1579 | 88 | 1.2472 | 0.0628 | 1.2472 | 1.1168 |
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- | No log | 1.1842 | 90 | 1.2387 | 0.0628 | 1.2387 | 1.1130 |
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- | No log | 1.2105 | 92 | 1.2353 | 0.0527 | 1.2353 | 1.1114 |
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- | No log | 1.2368 | 94 | 1.2104 | 0.1482 | 1.2104 | 1.1002 |
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- | No log | 1.2632 | 96 | 1.2037 | 0.1444 | 1.2037 | 1.0971 |
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- | No log | 1.2895 | 98 | 1.2011 | 0.1570 | 1.2011 | 1.0960 |
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- | No log | 1.3158 | 100 | 1.2008 | 0.1895 | 1.2008 | 1.0958 |
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- | No log | 1.3421 | 102 | 1.3134 | 0.0432 | 1.3134 | 1.1460 |
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- | No log | 1.3684 | 104 | 1.4063 | 0.0625 | 1.4063 | 1.1859 |
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- | No log | 1.3947 | 106 | 1.3113 | 0.0811 | 1.3113 | 1.1451 |
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- | No log | 1.4211 | 108 | 1.2505 | 0.1560 | 1.2505 | 1.1183 |
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- | No log | 1.4474 | 110 | 1.1721 | 0.3516 | 1.1721 | 1.0827 |
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- | No log | 1.4737 | 112 | 1.1064 | 0.2145 | 1.1064 | 1.0519 |
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- | No log | 1.5 | 114 | 1.1090 | 0.2409 | 1.1090 | 1.0531 |
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- | No log | 1.5263 | 116 | 1.1581 | 0.1431 | 1.1581 | 1.0761 |
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- | No log | 1.5526 | 118 | 1.4980 | 0.2569 | 1.4980 | 1.2239 |
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- | No log | 1.5789 | 120 | 1.7274 | 0.2540 | 1.7274 | 1.3143 |
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- | No log | 1.6053 | 122 | 1.5504 | 0.2229 | 1.5504 | 1.2451 |
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- | No log | 1.6316 | 124 | 1.2268 | 0.2145 | 1.2268 | 1.1076 |
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- | No log | 1.6579 | 126 | 1.5892 | 0.0462 | 1.5892 | 1.2606 |
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- | No log | 1.6842 | 128 | 1.5735 | 0.0512 | 1.5735 | 1.2544 |
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- | No log | 1.7105 | 130 | 1.3064 | 0.1483 | 1.3064 | 1.1430 |
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- | No log | 1.7368 | 132 | 1.2489 | 0.2331 | 1.2489 | 1.1175 |
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- | No log | 1.7632 | 134 | 1.2368 | 0.2239 | 1.2368 | 1.1121 |
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- | No log | 1.7895 | 136 | 1.2080 | 0.2802 | 1.2080 | 1.0991 |
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- | No log | 1.8158 | 138 | 1.1912 | 0.1838 | 1.1912 | 1.0914 |
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- | No log | 1.8421 | 140 | 1.2082 | 0.1182 | 1.2082 | 1.0992 |
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- | No log | 1.8684 | 142 | 1.3371 | 0.1717 | 1.3371 | 1.1563 |
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- | No log | 1.8947 | 144 | 1.3905 | 0.1280 | 1.3905 | 1.1792 |
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- | No log | 1.9211 | 146 | 1.3042 | 0.1278 | 1.3042 | 1.1420 |
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- | No log | 1.9474 | 148 | 1.2928 | 0.1022 | 1.2928 | 1.1370 |
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- | No log | 1.9737 | 150 | 1.3862 | 0.0989 | 1.3862 | 1.1774 |
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- | No log | 2.0 | 152 | 1.5202 | 0.1691 | 1.5202 | 1.2330 |
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- | No log | 2.0263 | 154 | 1.5860 | 0.1967 | 1.5860 | 1.2594 |
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- | No log | 2.0526 | 156 | 1.5263 | 0.1255 | 1.5263 | 1.2354 |
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- | No log | 2.0789 | 158 | 1.3805 | 0.2067 | 1.3805 | 1.1749 |
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- | No log | 2.1053 | 160 | 1.3612 | 0.1058 | 1.3612 | 1.1667 |
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- | No log | 2.1316 | 162 | 1.3744 | 0.1697 | 1.3744 | 1.1724 |
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- | No log | 2.1579 | 164 | 1.4483 | 0.1774 | 1.4483 | 1.2034 |
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- | No log | 2.1842 | 166 | 1.5598 | 0.1852 | 1.5598 | 1.2489 |
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- | No log | 2.2105 | 168 | 1.4915 | 0.1817 | 1.4915 | 1.2213 |
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- | No log | 2.2368 | 170 | 1.3626 | 0.0776 | 1.3626 | 1.1673 |
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- | No log | 2.2632 | 172 | 1.3273 | 0.1590 | 1.3273 | 1.1521 |
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- | No log | 2.2895 | 174 | 1.3772 | 0.0925 | 1.3772 | 1.1735 |
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- | No log | 2.3158 | 176 | 1.3777 | 0.0519 | 1.3777 | 1.1737 |
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- | No log | 2.3421 | 178 | 1.3940 | 0.0925 | 1.3940 | 1.1807 |
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- | No log | 2.3684 | 180 | 1.3967 | 0.0833 | 1.3967 | 1.1818 |
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- | No log | 2.3947 | 182 | 1.3795 | 0.0925 | 1.3795 | 1.1745 |
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- | No log | 2.4211 | 184 | 1.3385 | 0.1888 | 1.3385 | 1.1570 |
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- | No log | 2.4474 | 186 | 1.4120 | 0.2045 | 1.4120 | 1.1883 |
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- | No log | 2.4737 | 188 | 1.4389 | 0.1334 | 1.4389 | 1.1996 |
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- | No log | 2.5 | 190 | 1.4032 | 0.0994 | 1.4032 | 1.1846 |
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- | No log | 2.5263 | 192 | 1.3565 | 0.1185 | 1.3565 | 1.1647 |
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- | No log | 2.5526 | 194 | 1.3433 | 0.1337 | 1.3433 | 1.1590 |
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- | No log | 2.5789 | 196 | 1.3479 | 0.1638 | 1.3479 | 1.1610 |
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- | No log | 2.6053 | 198 | 1.3842 | 0.1824 | 1.3842 | 1.1765 |
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- | No log | 2.6316 | 200 | 1.4043 | 0.1739 | 1.4043 | 1.1850 |
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- | No log | 2.6579 | 202 | 1.4206 | 0.1469 | 1.4206 | 1.1919 |
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- | No log | 2.6842 | 204 | 1.3880 | 0.1417 | 1.3880 | 1.1781 |
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- | No log | 2.7105 | 206 | 1.3761 | 0.1773 | 1.3761 | 1.1731 |
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- | No log | 2.7368 | 208 | 1.3611 | 0.2067 | 1.3611 | 1.1666 |
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- | No log | 2.7632 | 210 | 1.3496 | 0.2292 | 1.3496 | 1.1617 |
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- | No log | 2.7895 | 212 | 1.2630 | 0.2712 | 1.2630 | 1.1239 |
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- | No log | 2.8158 | 214 | 1.2350 | 0.2458 | 1.2350 | 1.1113 |
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- | No log | 2.8421 | 216 | 1.1990 | 0.2904 | 1.1990 | 1.0950 |
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- | No log | 2.8684 | 218 | 1.1876 | 0.3088 | 1.1876 | 1.0898 |
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- | No log | 2.8947 | 220 | 1.2229 | 0.2764 | 1.2229 | 1.1058 |
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- | No log | 2.9211 | 222 | 1.3960 | 0.2742 | 1.3960 | 1.1815 |
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- | No log | 2.9474 | 224 | 1.6456 | 0.1884 | 1.6456 | 1.2828 |
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- | No log | 2.9737 | 226 | 1.6443 | 0.1848 | 1.6443 | 1.2823 |
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- | No log | 3.0 | 228 | 1.4651 | 0.2555 | 1.4651 | 1.2104 |
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- | No log | 3.0263 | 230 | 1.2975 | 0.1136 | 1.2975 | 1.1391 |
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- | No log | 3.0526 | 232 | 1.2219 | 0.2608 | 1.2219 | 1.1054 |
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- | No log | 3.0789 | 234 | 1.2159 | 0.2608 | 1.2159 | 1.1027 |
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- | No log | 3.1053 | 236 | 1.2646 | 0.2060 | 1.2646 | 1.1245 |
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- | No log | 3.1316 | 238 | 1.3652 | 0.2443 | 1.3652 | 1.1684 |
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- | No log | 3.1579 | 240 | 1.3913 | 0.2733 | 1.3913 | 1.1795 |
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- | No log | 3.1842 | 242 | 1.4716 | 0.2478 | 1.4716 | 1.2131 |
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- | No log | 3.2105 | 244 | 1.3837 | 0.2303 | 1.3837 | 1.1763 |
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- | No log | 3.2368 | 246 | 1.4075 | 0.2181 | 1.4075 | 1.1864 |
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- | No log | 3.2632 | 248 | 1.3158 | 0.2692 | 1.3158 | 1.1471 |
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- | No log | 3.2895 | 250 | 1.2086 | 0.2877 | 1.2086 | 1.0994 |
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- | No log | 3.3158 | 252 | 1.2016 | 0.1975 | 1.2016 | 1.0962 |
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- | No log | 3.3421 | 254 | 1.2488 | 0.0946 | 1.2488 | 1.1175 |
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- | No log | 3.3684 | 256 | 1.3334 | 0.1428 | 1.3334 | 1.1547 |
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- | No log | 3.3947 | 258 | 1.3709 | 0.1670 | 1.3709 | 1.1708 |
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- | No log | 3.4211 | 260 | 1.3176 | 0.1585 | 1.3176 | 1.1479 |
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- | No log | 3.4474 | 262 | 1.2420 | 0.2285 | 1.2420 | 1.1144 |
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- | No log | 3.4737 | 264 | 1.2879 | 0.1957 | 1.2879 | 1.1349 |
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- | No log | 3.5 | 266 | 1.4488 | 0.2172 | 1.4488 | 1.2037 |
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- | No log | 3.5263 | 268 | 1.5106 | 0.2314 | 1.5106 | 1.2291 |
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- | No log | 3.5526 | 270 | 1.3879 | 0.2201 | 1.3879 | 1.1781 |
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- | No log | 3.5789 | 272 | 1.2529 | 0.1814 | 1.2529 | 1.1193 |
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- | No log | 3.6053 | 274 | 1.2506 | 0.1602 | 1.2506 | 1.1183 |
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- | No log | 3.6316 | 276 | 1.2533 | 0.1602 | 1.2533 | 1.1195 |
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- | No log | 3.6579 | 278 | 1.3195 | 0.1500 | 1.3195 | 1.1487 |
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- | No log | 3.6842 | 280 | 1.3325 | 0.1500 | 1.3325 | 1.1543 |
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- | No log | 3.7105 | 282 | 1.2638 | 0.1504 | 1.2638 | 1.1242 |
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- | No log | 3.7368 | 284 | 1.2159 | 0.1986 | 1.2159 | 1.1027 |
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- | No log | 3.7632 | 286 | 1.1993 | 0.2001 | 1.1993 | 1.0951 |
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- | No log | 3.7895 | 288 | 1.1923 | 0.1654 | 1.1923 | 1.0919 |
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- | No log | 3.8158 | 290 | 1.1725 | 0.1886 | 1.1725 | 1.0828 |
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- | No log | 3.8421 | 292 | 1.2199 | 0.2015 | 1.2199 | 1.1045 |
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- | No log | 3.8684 | 294 | 1.2877 | 0.2403 | 1.2877 | 1.1348 |
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- | No log | 3.8947 | 296 | 1.2517 | 0.2375 | 1.2517 | 1.1188 |
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- | No log | 3.9211 | 298 | 1.2315 | 0.2671 | 1.2315 | 1.1097 |
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- | No log | 3.9474 | 300 | 1.2392 | 0.2310 | 1.2392 | 1.1132 |
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- | No log | 3.9737 | 302 | 1.2690 | 0.2403 | 1.2690 | 1.1265 |
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- | No log | 4.0 | 304 | 1.3256 | 0.1594 | 1.3256 | 1.1513 |
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- | No log | 4.0263 | 306 | 1.4092 | 0.1537 | 1.4092 | 1.1871 |
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- | No log | 4.0526 | 308 | 1.3747 | 0.1163 | 1.3747 | 1.1725 |
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- | No log | 4.0789 | 310 | 1.3562 | 0.1594 | 1.3562 | 1.1646 |
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- | No log | 4.1053 | 312 | 1.3264 | 0.1594 | 1.3264 | 1.1517 |
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- | No log | 4.1316 | 314 | 1.2681 | 0.1567 | 1.2681 | 1.1261 |
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- | No log | 4.1579 | 316 | 1.2367 | 0.1567 | 1.2367 | 1.1121 |
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- | No log | 4.1842 | 318 | 1.2299 | 0.2424 | 1.2299 | 1.1090 |
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- | No log | 4.2105 | 320 | 1.2344 | 0.2020 | 1.2344 | 1.1111 |
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- | No log | 4.2368 | 322 | 1.2990 | 0.2174 | 1.2990 | 1.1397 |
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- | No log | 4.2632 | 324 | 1.3443 | 0.2607 | 1.3443 | 1.1594 |
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- | No log | 4.2895 | 326 | 1.4013 | 0.2511 | 1.4013 | 1.1837 |
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- | No log | 4.3158 | 328 | 1.4061 | 0.2387 | 1.4061 | 1.1858 |
216
- | No log | 4.3421 | 330 | 1.3237 | 0.2321 | 1.3237 | 1.1505 |
217
- | No log | 4.3684 | 332 | 1.2054 | 0.1559 | 1.2054 | 1.0979 |
218
- | No log | 4.3947 | 334 | 1.1548 | 0.1507 | 1.1548 | 1.0746 |
219
- | No log | 4.4211 | 336 | 1.1700 | 0.2416 | 1.1700 | 1.0817 |
220
- | No log | 4.4474 | 338 | 1.1737 | 0.1834 | 1.1737 | 1.0834 |
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- | No log | 4.4737 | 340 | 1.1950 | 0.1775 | 1.1950 | 1.0932 |
222
- | No log | 4.5 | 342 | 1.2245 | 0.1310 | 1.2245 | 1.1066 |
223
- | No log | 4.5263 | 344 | 1.2099 | 0.1775 | 1.2099 | 1.0999 |
224
- | No log | 4.5526 | 346 | 1.2291 | 0.2113 | 1.2291 | 1.1086 |
225
- | No log | 4.5789 | 348 | 1.2765 | 0.2322 | 1.2765 | 1.1298 |
226
- | No log | 4.6053 | 350 | 1.2914 | 0.2322 | 1.2914 | 1.1364 |
227
- | No log | 4.6316 | 352 | 1.3327 | 0.2211 | 1.3327 | 1.1544 |
228
- | No log | 4.6579 | 354 | 1.3992 | 0.1438 | 1.3992 | 1.1829 |
229
- | No log | 4.6842 | 356 | 1.4151 | 0.1549 | 1.4151 | 1.1896 |
230
- | No log | 4.7105 | 358 | 1.3751 | 0.2224 | 1.3751 | 1.1726 |
231
- | No log | 4.7368 | 360 | 1.2813 | 0.2152 | 1.2813 | 1.1320 |
232
- | No log | 4.7632 | 362 | 1.2231 | 0.1309 | 1.2231 | 1.1059 |
233
- | No log | 4.7895 | 364 | 1.2192 | 0.1370 | 1.2192 | 1.1042 |
234
- | No log | 4.8158 | 366 | 1.2470 | 0.1121 | 1.2470 | 1.1167 |
235
- | No log | 4.8421 | 368 | 1.3375 | 0.2397 | 1.3375 | 1.1565 |
236
- | No log | 4.8684 | 370 | 1.4940 | 0.2051 | 1.4940 | 1.2223 |
237
- | No log | 4.8947 | 372 | 1.5254 | 0.1929 | 1.5254 | 1.2351 |
238
- | No log | 4.9211 | 374 | 1.4816 | 0.1597 | 1.4816 | 1.2172 |
239
- | No log | 4.9474 | 376 | 1.3703 | 0.0871 | 1.3703 | 1.1706 |
240
- | No log | 4.9737 | 378 | 1.2867 | 0.1081 | 1.2867 | 1.1343 |
241
- | No log | 5.0 | 380 | 1.2644 | 0.1081 | 1.2644 | 1.1245 |
242
- | No log | 5.0263 | 382 | 1.2638 | 0.1081 | 1.2638 | 1.1242 |
243
- | No log | 5.0526 | 384 | 1.2511 | 0.0721 | 1.2511 | 1.1185 |
244
- | No log | 5.0789 | 386 | 1.2491 | 0.0721 | 1.2491 | 1.1176 |
245
- | No log | 5.1053 | 388 | 1.2964 | 0.1801 | 1.2964 | 1.1386 |
246
- | No log | 5.1316 | 390 | 1.3508 | 0.1312 | 1.3508 | 1.1622 |
247
- | No log | 5.1579 | 392 | 1.3741 | 0.2132 | 1.3741 | 1.1722 |
248
- | No log | 5.1842 | 394 | 1.3167 | 0.1814 | 1.3167 | 1.1475 |
249
- | No log | 5.2105 | 396 | 1.2722 | 0.0863 | 1.2722 | 1.1279 |
250
- | No log | 5.2368 | 398 | 1.2878 | 0.2541 | 1.2878 | 1.1348 |
251
- | No log | 5.2632 | 400 | 1.3320 | 0.2452 | 1.3320 | 1.1541 |
252
- | No log | 5.2895 | 402 | 1.3903 | 0.2313 | 1.3903 | 1.1791 |
253
- | No log | 5.3158 | 404 | 1.3770 | 0.2173 | 1.3770 | 1.1734 |
254
- | No log | 5.3421 | 406 | 1.3200 | 0.2313 | 1.3200 | 1.1489 |
255
- | No log | 5.3684 | 408 | 1.2824 | 0.2619 | 1.2824 | 1.1324 |
256
- | No log | 5.3947 | 410 | 1.2486 | 0.2552 | 1.2486 | 1.1174 |
257
- | No log | 5.4211 | 412 | 1.3278 | 0.1611 | 1.3278 | 1.1523 |
258
- | No log | 5.4474 | 414 | 1.3197 | 0.1801 | 1.3197 | 1.1488 |
259
- | No log | 5.4737 | 416 | 1.2804 | 0.2250 | 1.2804 | 1.1316 |
260
- | No log | 5.5 | 418 | 1.2671 | 0.2250 | 1.2671 | 1.1256 |
261
- | No log | 5.5263 | 420 | 1.3406 | 0.1611 | 1.3406 | 1.1578 |
262
- | No log | 5.5526 | 422 | 1.3634 | 0.1986 | 1.3634 | 1.1676 |
263
- | No log | 5.5789 | 424 | 1.3372 | 0.2124 | 1.3372 | 1.1564 |
264
- | No log | 5.6053 | 426 | 1.3431 | 0.1484 | 1.3431 | 1.1589 |
265
- | No log | 5.6316 | 428 | 1.4003 | 0.0741 | 1.4003 | 1.1833 |
266
- | No log | 5.6579 | 430 | 1.4287 | 0.1282 | 1.4287 | 1.1953 |
267
- | No log | 5.6842 | 432 | 1.4045 | 0.1067 | 1.4045 | 1.1851 |
268
- | No log | 5.7105 | 434 | 1.3395 | 0.1801 | 1.3395 | 1.1574 |
269
- | No log | 5.7368 | 436 | 1.3011 | 0.1180 | 1.3011 | 1.1407 |
270
- | No log | 5.7632 | 438 | 1.3096 | 0.1180 | 1.3096 | 1.1444 |
271
- | No log | 5.7895 | 440 | 1.3469 | 0.1701 | 1.3469 | 1.1606 |
272
- | No log | 5.8158 | 442 | 1.5075 | 0.1585 | 1.5075 | 1.2278 |
273
- | No log | 5.8421 | 444 | 1.6502 | 0.0764 | 1.6502 | 1.2846 |
274
- | No log | 5.8684 | 446 | 1.6350 | 0.1230 | 1.6350 | 1.2787 |
275
- | No log | 5.8947 | 448 | 1.4696 | 0.1722 | 1.4696 | 1.2123 |
276
- | No log | 5.9211 | 450 | 1.3533 | 0.1338 | 1.3533 | 1.1633 |
277
- | No log | 5.9474 | 452 | 1.3210 | 0.1911 | 1.3210 | 1.1494 |
278
- | No log | 5.9737 | 454 | 1.2988 | 0.1442 | 1.2988 | 1.1397 |
279
- | No log | 6.0 | 456 | 1.3104 | 0.1801 | 1.3104 | 1.1447 |
280
- | No log | 6.0263 | 458 | 1.3273 | 0.1801 | 1.3273 | 1.1521 |
281
- | No log | 6.0526 | 460 | 1.3068 | 0.1801 | 1.3068 | 1.1431 |
282
- | No log | 6.0789 | 462 | 1.3088 | 0.1801 | 1.3088 | 1.1440 |
283
- | No log | 6.1053 | 464 | 1.3346 | 0.2108 | 1.3346 | 1.1553 |
284
- | No log | 6.1316 | 466 | 1.3149 | 0.1801 | 1.3149 | 1.1467 |
285
- | No log | 6.1579 | 468 | 1.2952 | 0.1801 | 1.2952 | 1.1381 |
286
- | No log | 6.1842 | 470 | 1.2944 | 0.1801 | 1.2944 | 1.1377 |
287
- | No log | 6.2105 | 472 | 1.3105 | 0.2108 | 1.3105 | 1.1448 |
288
- | No log | 6.2368 | 474 | 1.3524 | 0.2313 | 1.3524 | 1.1629 |
289
- | No log | 6.2632 | 476 | 1.4107 | 0.1761 | 1.4107 | 1.1877 |
290
- | No log | 6.2895 | 478 | 1.4086 | 0.1761 | 1.4086 | 1.1868 |
291
- | No log | 6.3158 | 480 | 1.4122 | 0.2163 | 1.4122 | 1.1884 |
292
- | No log | 6.3421 | 482 | 1.3779 | 0.2163 | 1.3779 | 1.1738 |
293
- | No log | 6.3684 | 484 | 1.4308 | 0.1851 | 1.4308 | 1.1962 |
294
- | No log | 6.3947 | 486 | 1.4028 | 0.2028 | 1.4028 | 1.1844 |
295
- | No log | 6.4211 | 488 | 1.2923 | 0.1599 | 1.2923 | 1.1368 |
296
- | No log | 6.4474 | 490 | 1.2412 | 0.1860 | 1.2412 | 1.1141 |
297
- | No log | 6.4737 | 492 | 1.2331 | 0.1645 | 1.2331 | 1.1105 |
298
- | No log | 6.5 | 494 | 1.2587 | 0.1479 | 1.2587 | 1.1219 |
299
- | No log | 6.5263 | 496 | 1.2524 | 0.1479 | 1.2524 | 1.1191 |
300
- | No log | 6.5526 | 498 | 1.2744 | 0.1026 | 1.2744 | 1.1289 |
301
- | 0.4199 | 6.5789 | 500 | 1.3260 | 0.1989 | 1.3260 | 1.1515 |
302
- | 0.4199 | 6.6053 | 502 | 1.4493 | 0.2055 | 1.4493 | 1.2039 |
303
- | 0.4199 | 6.6316 | 504 | 1.4365 | 0.1687 | 1.4365 | 1.1986 |
304
- | 0.4199 | 6.6579 | 506 | 1.4140 | 0.1335 | 1.4140 | 1.1891 |
305
- | 0.4199 | 6.6842 | 508 | 1.4284 | 0.1064 | 1.4284 | 1.1952 |
306
- | 0.4199 | 6.7105 | 510 | 1.3825 | 0.1405 | 1.3825 | 1.1758 |
307
- | 0.4199 | 6.7368 | 512 | 1.3549 | 0.1596 | 1.3549 | 1.1640 |
 
 
 
308
 
309
 
310
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_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_B_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: 1.0786
19
+ - Qwk: 0.1176
20
+ - Mse: 1.0786
21
+ - Rmse: 1.0385
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0244 | 2 | 4.8658 | 0.0010 | 4.8658 | 2.2059 |
53
+ | No log | 0.0488 | 4 | 2.8477 | -0.0091 | 2.8477 | 1.6875 |
54
+ | No log | 0.0732 | 6 | 2.9375 | -0.0980 | 2.9375 | 1.7139 |
55
+ | No log | 0.0976 | 8 | 2.3015 | -0.0984 | 2.3015 | 1.5171 |
56
+ | No log | 0.1220 | 10 | 1.5445 | -0.0441 | 1.5445 | 1.2428 |
57
+ | No log | 0.1463 | 12 | 1.3892 | -0.0674 | 1.3892 | 1.1786 |
58
+ | No log | 0.1707 | 14 | 1.3866 | 0.0169 | 1.3866 | 1.1776 |
59
+ | No log | 0.1951 | 16 | 1.3153 | 0.0339 | 1.3153 | 1.1469 |
60
+ | No log | 0.2195 | 18 | 1.3042 | 0.0488 | 1.3042 | 1.1420 |
61
+ | No log | 0.2439 | 20 | 1.3285 | 0.0169 | 1.3285 | 1.1526 |
62
+ | No log | 0.2683 | 22 | 1.2512 | 0.0600 | 1.2512 | 1.1186 |
63
+ | No log | 0.2927 | 24 | 1.1924 | 0.1927 | 1.1924 | 1.0920 |
64
+ | No log | 0.3171 | 26 | 1.1997 | 0.1852 | 1.1997 | 1.0953 |
65
+ | No log | 0.3415 | 28 | 1.2353 | 0.2532 | 1.2353 | 1.1114 |
66
+ | No log | 0.3659 | 30 | 1.3387 | 0.0426 | 1.3387 | 1.1570 |
67
+ | No log | 0.3902 | 32 | 1.3341 | 0.0926 | 1.3341 | 1.1550 |
68
+ | No log | 0.4146 | 34 | 1.1891 | 0.2053 | 1.1891 | 1.0905 |
69
+ | No log | 0.4390 | 36 | 1.2614 | 0.0872 | 1.2614 | 1.1231 |
70
+ | No log | 0.4634 | 38 | 1.1968 | 0.1176 | 1.1968 | 1.0940 |
71
+ | No log | 0.4878 | 40 | 1.2173 | 0.1542 | 1.2173 | 1.1033 |
72
+ | No log | 0.5122 | 42 | 1.2284 | 0.1658 | 1.2284 | 1.1083 |
73
+ | No log | 0.5366 | 44 | 1.2008 | 0.1519 | 1.2008 | 1.0958 |
74
+ | No log | 0.5610 | 46 | 1.2136 | 0.1927 | 1.2136 | 1.1016 |
75
+ | No log | 0.5854 | 48 | 1.1621 | 0.2574 | 1.1621 | 1.0780 |
76
+ | No log | 0.6098 | 50 | 1.1912 | 0.0771 | 1.1912 | 1.0914 |
77
+ | No log | 0.6341 | 52 | 1.1380 | 0.1752 | 1.1380 | 1.0668 |
78
+ | No log | 0.6585 | 54 | 1.1092 | 0.3271 | 1.1092 | 1.0532 |
79
+ | No log | 0.6829 | 56 | 1.1499 | 0.2605 | 1.1499 | 1.0723 |
80
+ | No log | 0.7073 | 58 | 1.0808 | 0.2539 | 1.0808 | 1.0396 |
81
+ | No log | 0.7317 | 60 | 1.0836 | 0.2587 | 1.0836 | 1.0409 |
82
+ | No log | 0.7561 | 62 | 1.2832 | 0.2789 | 1.2832 | 1.1328 |
83
+ | No log | 0.7805 | 64 | 1.7941 | 0.1656 | 1.7941 | 1.3394 |
84
+ | No log | 0.8049 | 66 | 1.7729 | 0.1781 | 1.7729 | 1.3315 |
85
+ | No log | 0.8293 | 68 | 1.3845 | 0.3642 | 1.3845 | 1.1767 |
86
+ | No log | 0.8537 | 70 | 1.1174 | 0.2417 | 1.1174 | 1.0571 |
87
+ | No log | 0.8780 | 72 | 1.1217 | 0.2658 | 1.1217 | 1.0591 |
88
+ | No log | 0.9024 | 74 | 1.1736 | 0.2206 | 1.1736 | 1.0834 |
89
+ | No log | 0.9268 | 76 | 1.4081 | 0.2328 | 1.4081 | 1.1867 |
90
+ | No log | 0.9512 | 78 | 1.4770 | 0.2363 | 1.4770 | 1.2153 |
91
+ | No log | 0.9756 | 80 | 1.3363 | 0.1851 | 1.3363 | 1.1560 |
92
+ | No log | 1.0 | 82 | 1.1930 | 0.3113 | 1.1930 | 1.0923 |
93
+ | No log | 1.0244 | 84 | 1.2115 | 0.1792 | 1.2115 | 1.1007 |
94
+ | No log | 1.0488 | 86 | 1.1705 | 0.3134 | 1.1705 | 1.0819 |
95
+ | No log | 1.0732 | 88 | 1.2567 | 0.2288 | 1.2567 | 1.1210 |
96
+ | No log | 1.0976 | 90 | 1.6148 | 0.1609 | 1.6148 | 1.2708 |
97
+ | No log | 1.1220 | 92 | 1.5654 | 0.2348 | 1.5654 | 1.2512 |
98
+ | No log | 1.1463 | 94 | 1.2612 | 0.2983 | 1.2612 | 1.1230 |
99
+ | No log | 1.1707 | 96 | 1.2336 | 0.3158 | 1.2336 | 1.1107 |
100
+ | No log | 1.1951 | 98 | 1.0856 | 0.2175 | 1.0856 | 1.0419 |
101
+ | No log | 1.2195 | 100 | 1.0271 | 0.3142 | 1.0271 | 1.0135 |
102
+ | No log | 1.2439 | 102 | 1.0399 | 0.2871 | 1.0399 | 1.0197 |
103
+ | No log | 1.2683 | 104 | 1.3023 | 0.3152 | 1.3023 | 1.1412 |
104
+ | No log | 1.2927 | 106 | 1.4784 | 0.1674 | 1.4784 | 1.2159 |
105
+ | No log | 1.3171 | 108 | 1.4298 | 0.2498 | 1.4298 | 1.1957 |
106
+ | No log | 1.3415 | 110 | 1.2775 | 0.3148 | 1.2775 | 1.1303 |
107
+ | No log | 1.3659 | 112 | 1.3680 | 0.2578 | 1.3680 | 1.1696 |
108
+ | No log | 1.3902 | 114 | 1.4386 | 0.1634 | 1.4386 | 1.1994 |
109
+ | No log | 1.4146 | 116 | 1.3347 | 0.2418 | 1.3347 | 1.1553 |
110
+ | No log | 1.4390 | 118 | 1.4062 | 0.3004 | 1.4062 | 1.1858 |
111
+ | No log | 1.4634 | 120 | 1.4293 | 0.3025 | 1.4293 | 1.1955 |
112
+ | No log | 1.4878 | 122 | 1.3106 | 0.2772 | 1.3106 | 1.1448 |
113
+ | No log | 1.5122 | 124 | 1.3675 | 0.2069 | 1.3675 | 1.1694 |
114
+ | No log | 1.5366 | 126 | 1.5674 | 0.2251 | 1.5674 | 1.2519 |
115
+ | No log | 1.5610 | 128 | 1.6704 | 0.1639 | 1.6704 | 1.2924 |
116
+ | No log | 1.5854 | 130 | 1.4393 | 0.1098 | 1.4393 | 1.1997 |
117
+ | No log | 1.6098 | 132 | 1.2170 | 0.1543 | 1.2170 | 1.1032 |
118
+ | No log | 1.6341 | 134 | 1.2112 | 0.1767 | 1.2112 | 1.1005 |
119
+ | No log | 1.6585 | 136 | 1.2766 | 0.1379 | 1.2766 | 1.1299 |
120
+ | No log | 1.6829 | 138 | 1.4965 | 0.2024 | 1.4965 | 1.2233 |
121
+ | No log | 1.7073 | 140 | 1.5356 | 0.1628 | 1.5356 | 1.2392 |
122
+ | No log | 1.7317 | 142 | 1.4173 | 0.0969 | 1.4173 | 1.1905 |
123
+ | No log | 1.7561 | 144 | 1.2299 | 0.1761 | 1.2299 | 1.1090 |
124
+ | No log | 1.7805 | 146 | 1.1898 | 0.1820 | 1.1898 | 1.0908 |
125
+ | No log | 1.8049 | 148 | 1.2889 | 0.2173 | 1.2889 | 1.1353 |
126
+ | No log | 1.8293 | 150 | 1.4708 | 0.2127 | 1.4708 | 1.2127 |
127
+ | No log | 1.8537 | 152 | 1.4217 | 0.1929 | 1.4217 | 1.1924 |
128
+ | No log | 1.8780 | 154 | 1.2180 | 0.1801 | 1.2180 | 1.1036 |
129
+ | No log | 1.9024 | 156 | 1.1696 | 0.1961 | 1.1696 | 1.0815 |
130
+ | No log | 1.9268 | 158 | 1.2072 | 0.1641 | 1.2072 | 1.0987 |
131
+ | No log | 1.9512 | 160 | 1.3676 | 0.1162 | 1.3676 | 1.1694 |
132
+ | No log | 1.9756 | 162 | 1.4993 | 0.1882 | 1.4993 | 1.2245 |
133
+ | No log | 2.0 | 164 | 1.4544 | 0.2217 | 1.4544 | 1.2060 |
134
+ | No log | 2.0244 | 166 | 1.4077 | 0.2550 | 1.4077 | 1.1865 |
135
+ | No log | 2.0488 | 168 | 1.2420 | 0.1599 | 1.2420 | 1.1145 |
136
+ | No log | 2.0732 | 170 | 1.1928 | 0.1541 | 1.1928 | 1.0921 |
137
+ | No log | 2.0976 | 172 | 1.2800 | 0.1991 | 1.2800 | 1.1314 |
138
+ | No log | 2.1220 | 174 | 1.4840 | 0.2564 | 1.4840 | 1.2182 |
139
+ | No log | 2.1463 | 176 | 1.5709 | 0.2618 | 1.5709 | 1.2534 |
140
+ | No log | 2.1707 | 178 | 1.4739 | 0.2592 | 1.4739 | 1.2140 |
141
+ | No log | 2.1951 | 180 | 1.3564 | 0.2173 | 1.3564 | 1.1646 |
142
+ | No log | 2.2195 | 182 | 1.2449 | 0.1479 | 1.2449 | 1.1158 |
143
+ | No log | 2.2439 | 184 | 1.2422 | 0.1801 | 1.2422 | 1.1145 |
144
+ | No log | 2.2683 | 186 | 1.2513 | 0.1801 | 1.2513 | 1.1186 |
145
+ | No log | 2.2927 | 188 | 1.3254 | 0.1554 | 1.3254 | 1.1513 |
146
+ | No log | 2.3171 | 190 | 1.5061 | 0.2090 | 1.5061 | 1.2273 |
147
+ | No log | 2.3415 | 192 | 1.5031 | 0.1655 | 1.5031 | 1.2260 |
148
+ | No log | 2.3659 | 194 | 1.3743 | 0.1592 | 1.3743 | 1.1723 |
149
+ | No log | 2.3902 | 196 | 1.3820 | 0.1162 | 1.3820 | 1.1756 |
150
+ | No log | 2.4146 | 198 | 1.3379 | 0.125 | 1.3379 | 1.1567 |
151
+ | No log | 2.4390 | 200 | 1.3615 | 0.125 | 1.3615 | 1.1668 |
152
+ | No log | 2.4634 | 202 | 1.4261 | 0.1051 | 1.4261 | 1.1942 |
153
+ | No log | 2.4878 | 204 | 1.5994 | 0.1960 | 1.5993 | 1.2647 |
154
+ | No log | 2.5122 | 206 | 1.5484 | 0.1594 | 1.5484 | 1.2444 |
155
+ | No log | 2.5366 | 208 | 1.3401 | 0.1441 | 1.3401 | 1.1576 |
156
+ | No log | 2.5610 | 210 | 1.2988 | 0.1599 | 1.2988 | 1.1396 |
157
+ | No log | 2.5854 | 212 | 1.4488 | 0.1283 | 1.4488 | 1.2037 |
158
+ | No log | 2.6098 | 214 | 1.6125 | 0.1704 | 1.6125 | 1.2699 |
159
+ | No log | 2.6341 | 216 | 1.5795 | 0.0768 | 1.5795 | 1.2568 |
160
+ | No log | 2.6585 | 218 | 1.4669 | 0.0098 | 1.4669 | 1.2112 |
161
+ | No log | 2.6829 | 220 | 1.2970 | 0.0454 | 1.2970 | 1.1389 |
162
+ | No log | 2.7073 | 222 | 1.1916 | 0.1417 | 1.1916 | 1.0916 |
163
+ | No log | 2.7317 | 224 | 1.1724 | 0.1417 | 1.1724 | 1.0828 |
164
+ | No log | 2.7561 | 226 | 1.1959 | 0.0904 | 1.1959 | 1.0936 |
165
+ | No log | 2.7805 | 228 | 1.3140 | 0.1477 | 1.3140 | 1.1463 |
166
+ | No log | 2.8049 | 230 | 1.4643 | 0.1198 | 1.4643 | 1.2101 |
167
+ | No log | 2.8293 | 232 | 1.5064 | 0.1580 | 1.5064 | 1.2274 |
168
+ | No log | 2.8537 | 234 | 1.4360 | 0.1283 | 1.4360 | 1.1983 |
169
+ | No log | 2.8780 | 236 | 1.4436 | 0.1568 | 1.4436 | 1.2015 |
170
+ | No log | 2.9024 | 238 | 1.4334 | 0.1461 | 1.4334 | 1.1972 |
171
+ | No log | 2.9268 | 240 | 1.3896 | 0.1404 | 1.3896 | 1.1788 |
172
+ | No log | 2.9512 | 242 | 1.2631 | 0.1477 | 1.2631 | 1.1239 |
173
+ | No log | 2.9756 | 244 | 1.1676 | 0.1641 | 1.1676 | 1.0805 |
174
+ | No log | 3.0 | 246 | 1.1886 | 0.1316 | 1.1886 | 1.0902 |
175
+ | No log | 3.0244 | 248 | 1.2544 | 0.0887 | 1.2544 | 1.1200 |
176
+ | No log | 3.0488 | 250 | 1.3242 | 0.1477 | 1.3242 | 1.1507 |
177
+ | No log | 3.0732 | 252 | 1.3352 | 0.1477 | 1.3352 | 1.1555 |
178
+ | No log | 3.0976 | 254 | 1.3962 | 0.1840 | 1.3962 | 1.1816 |
179
+ | No log | 3.1220 | 256 | 1.4159 | 0.2131 | 1.4159 | 1.1899 |
180
+ | No log | 3.1463 | 258 | 1.4103 | 0.2131 | 1.4103 | 1.1876 |
181
+ | No log | 3.1707 | 260 | 1.3254 | 0.1536 | 1.3254 | 1.1512 |
182
+ | No log | 3.1951 | 262 | 1.2652 | 0.0887 | 1.2652 | 1.1248 |
183
+ | No log | 3.2195 | 264 | 1.1737 | 0.1801 | 1.1737 | 1.0834 |
184
+ | No log | 3.2439 | 266 | 1.1798 | 0.1641 | 1.1798 | 1.0862 |
185
+ | No log | 3.2683 | 268 | 1.2760 | 0.2790 | 1.2760 | 1.1296 |
186
+ | No log | 3.2927 | 270 | 1.4608 | 0.2506 | 1.4608 | 1.2086 |
187
+ | No log | 3.3171 | 272 | 1.6513 | 0.2899 | 1.6513 | 1.2850 |
188
+ | No log | 3.3415 | 274 | 1.5420 | 0.2506 | 1.5420 | 1.2418 |
189
+ | No log | 3.3659 | 276 | 1.2957 | 0.2617 | 1.2957 | 1.1383 |
190
+ | No log | 3.3902 | 278 | 1.1880 | 0.1479 | 1.1880 | 1.0899 |
191
+ | No log | 3.4146 | 280 | 1.2220 | 0.1479 | 1.2220 | 1.1054 |
192
+ | No log | 3.4390 | 282 | 1.2576 | 0.1795 | 1.2576 | 1.1214 |
193
+ | No log | 3.4634 | 284 | 1.2991 | 0.1692 | 1.2991 | 1.1398 |
194
+ | No log | 3.4878 | 286 | 1.2465 | 0.1795 | 1.2465 | 1.1164 |
195
+ | No log | 3.5122 | 288 | 1.2857 | 0.2184 | 1.2857 | 1.1339 |
196
+ | No log | 3.5366 | 290 | 1.3846 | 0.2617 | 1.3846 | 1.1767 |
197
+ | No log | 3.5610 | 292 | 1.3945 | 0.2201 | 1.3945 | 1.1809 |
198
+ | No log | 3.5854 | 294 | 1.3780 | 0.2201 | 1.3780 | 1.1739 |
199
+ | No log | 3.6098 | 296 | 1.3560 | 0.2553 | 1.3560 | 1.1645 |
200
+ | No log | 3.6341 | 298 | 1.3891 | 0.2390 | 1.3891 | 1.1786 |
201
+ | No log | 3.6585 | 300 | 1.4038 | 0.2024 | 1.4038 | 1.1848 |
202
+ | No log | 3.6829 | 302 | 1.5310 | 0.2090 | 1.5310 | 1.2373 |
203
+ | No log | 3.7073 | 304 | 1.5957 | 0.2564 | 1.5957 | 1.2632 |
204
+ | No log | 3.7317 | 306 | 1.5014 | 0.1704 | 1.5014 | 1.2253 |
205
+ | No log | 3.7561 | 308 | 1.4350 | 0.1748 | 1.4350 | 1.1979 |
206
+ | No log | 3.7805 | 310 | 1.3573 | 0.2173 | 1.3573 | 1.1650 |
207
+ | No log | 3.8049 | 312 | 1.2984 | 0.2037 | 1.2984 | 1.1395 |
208
+ | No log | 3.8293 | 314 | 1.3842 | 0.1796 | 1.3842 | 1.1765 |
209
+ | 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 |
211
+ | No log | 3.9024 | 320 | 1.8616 | 0.2100 | 1.8616 | 1.3644 |
212
+ | No log | 3.9268 | 322 | 1.5713 | 0.3026 | 1.5713 | 1.2535 |
213
+ | No log | 3.9512 | 324 | 1.3273 | 0.1889 | 1.3273 | 1.1521 |
214
+ | No log | 3.9756 | 326 | 1.2228 | 0.0887 | 1.2228 | 1.1058 |
215
+ | No log | 4.0 | 328 | 1.1993 | 0.1053 | 1.1993 | 1.0951 |
216
+ | No log | 4.0244 | 330 | 1.2815 | 0.1536 | 1.2815 | 1.1320 |
217
+ | 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 |
219
+ | No log | 4.0976 | 336 | 1.3591 | 0.2173 | 1.3591 | 1.1658 |
220
+ | No log | 4.1220 | 338 | 1.2537 | 0.0887 | 1.2537 | 1.1197 |
221
+ | No log | 4.1463 | 340 | 1.1884 | 0.1148 | 1.1884 | 1.0902 |
222
+ | No log | 4.1707 | 342 | 1.1842 | 0.0711 | 1.1842 | 1.0882 |
223
+ | No log | 4.1951 | 344 | 1.1854 | 0.0711 | 1.1854 | 1.0888 |
224
+ | 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 |
226
+ | No log | 4.2683 | 350 | 1.4844 | 0.2982 | 1.4844 | 1.2184 |
227
+ | 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 |
230
+ | No log | 4.3659 | 358 | 1.4250 | 0.1889 | 1.4250 | 1.1937 |
231
+ | No log | 4.3902 | 360 | 1.4715 | 0.2736 | 1.4715 | 1.2130 |
232
+ | 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