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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k9_task2_organization

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  1. README.md +266 -263
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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_run1_AugV5_k8_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_run1_AugV5_k8_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: 1.2349
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- - Qwk: 0.1405
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- - Mse: 1.2349
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- - Rmse: 1.1112
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  ## Model description
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@@ -49,263 +49,266 @@ 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 | 0.0488 | 2 | 4.7260 | -0.0132 | 4.7260 | 2.1739 |
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- | No log | 0.0976 | 4 | 2.9760 | 0.0139 | 2.9760 | 1.7251 |
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- | No log | 0.1463 | 6 | 2.1366 | -0.0494 | 2.1366 | 1.4617 |
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- | No log | 0.1951 | 8 | 2.3163 | -0.0732 | 2.3163 | 1.5219 |
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- | No log | 0.2439 | 10 | 1.7175 | 0.0062 | 1.7175 | 1.3105 |
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- | No log | 0.2927 | 12 | 1.4356 | 0.0165 | 1.4356 | 1.1982 |
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- | No log | 0.3415 | 14 | 1.2753 | 0.1448 | 1.2753 | 1.1293 |
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- | No log | 0.3902 | 16 | 1.2093 | 0.1870 | 1.2093 | 1.0997 |
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- | No log | 0.4390 | 18 | 1.2377 | 0.0319 | 1.2377 | 1.1125 |
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- | No log | 0.4878 | 20 | 1.2476 | 0.0473 | 1.2476 | 1.1169 |
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- | No log | 0.5366 | 22 | 1.1969 | 0.2485 | 1.1969 | 1.0940 |
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- | No log | 0.5854 | 24 | 1.1544 | 0.2351 | 1.1544 | 1.0744 |
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- | No log | 0.6341 | 26 | 1.2396 | 0.0253 | 1.2396 | 1.1134 |
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- | No log | 0.6829 | 28 | 1.2758 | 0.0427 | 1.2758 | 1.1295 |
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- | No log | 0.7317 | 30 | 1.2466 | 0.0454 | 1.2466 | 1.1165 |
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- | No log | 0.7805 | 32 | 1.2005 | 0.0802 | 1.2005 | 1.0957 |
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- | No log | 0.8293 | 34 | 1.1989 | 0.2520 | 1.1989 | 1.0950 |
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- | No log | 0.8780 | 36 | 1.2119 | 0.2212 | 1.2119 | 1.1009 |
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- | No log | 0.9268 | 38 | 1.2897 | 0.0984 | 1.2897 | 1.1356 |
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- | No log | 0.9756 | 40 | 1.3275 | 0.0984 | 1.3275 | 1.1522 |
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- | No log | 1.0244 | 42 | 1.4181 | 0.0955 | 1.4181 | 1.1909 |
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- | No log | 1.0732 | 44 | 1.4578 | 0.1106 | 1.4578 | 1.2074 |
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- | No log | 1.1220 | 46 | 1.3121 | 0.1076 | 1.3121 | 1.1455 |
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- | No log | 1.1707 | 48 | 1.1978 | 0.2402 | 1.1978 | 1.0944 |
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- | No log | 1.2195 | 50 | 1.2038 | 0.2273 | 1.2038 | 1.0972 |
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- | No log | 1.2683 | 52 | 1.1758 | 0.2647 | 1.1758 | 1.0844 |
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- | No log | 1.3171 | 54 | 1.2758 | 0.1527 | 1.2758 | 1.1295 |
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- | No log | 1.3659 | 56 | 1.2837 | 0.1470 | 1.2837 | 1.1330 |
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- | No log | 1.4146 | 58 | 1.1901 | 0.1849 | 1.1901 | 1.0909 |
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- | No log | 1.4634 | 60 | 1.3481 | 0.0923 | 1.3481 | 1.1611 |
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- | No log | 1.5122 | 62 | 1.3832 | 0.1500 | 1.3832 | 1.1761 |
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- | No log | 1.5610 | 64 | 1.2132 | 0.2288 | 1.2132 | 1.1014 |
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- | No log | 1.6098 | 66 | 1.0362 | 0.3142 | 1.0362 | 1.0179 |
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- | No log | 1.6585 | 68 | 1.0104 | 0.4075 | 1.0104 | 1.0052 |
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- | No log | 1.7073 | 70 | 1.0302 | 0.4093 | 1.0302 | 1.0150 |
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- | No log | 1.7561 | 72 | 1.0391 | 0.3135 | 1.0391 | 1.0194 |
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- | No log | 1.8049 | 74 | 0.9654 | 0.3629 | 0.9654 | 0.9826 |
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- | No log | 1.8537 | 76 | 1.1487 | 0.2471 | 1.1487 | 1.0718 |
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- | No log | 1.9024 | 78 | 1.3465 | 0.3087 | 1.3465 | 1.1604 |
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- | No log | 1.9512 | 80 | 1.2670 | 0.2371 | 1.2670 | 1.1256 |
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- | No log | 2.0 | 82 | 1.0964 | 0.3141 | 1.0964 | 1.0471 |
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- | No log | 2.0488 | 84 | 1.0260 | 0.3565 | 1.0260 | 1.0129 |
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- | No log | 2.0976 | 86 | 1.0282 | 0.2920 | 1.0282 | 1.0140 |
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- | No log | 2.1463 | 88 | 1.0721 | 0.3091 | 1.0721 | 1.0354 |
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- | No log | 2.1951 | 90 | 1.3851 | 0.2895 | 1.3851 | 1.1769 |
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- | No log | 2.2439 | 92 | 1.6024 | 0.3008 | 1.6024 | 1.2659 |
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- | No log | 2.2927 | 94 | 1.5595 | 0.2667 | 1.5595 | 1.2488 |
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- | No log | 2.3415 | 96 | 1.2557 | 0.3325 | 1.2557 | 1.1206 |
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- | No log | 2.3902 | 98 | 1.1865 | 0.2757 | 1.1865 | 1.0892 |
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- | No log | 2.4390 | 100 | 1.1437 | 0.2726 | 1.1437 | 1.0695 |
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- | No log | 2.4878 | 102 | 1.1304 | 0.2755 | 1.1304 | 1.0632 |
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- | No log | 2.5366 | 104 | 1.1928 | 0.3606 | 1.1928 | 1.0922 |
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- | No log | 2.5854 | 106 | 1.4583 | 0.2727 | 1.4583 | 1.2076 |
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- | No log | 2.6341 | 108 | 1.5608 | 0.2363 | 1.5608 | 1.2493 |
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- | No log | 2.6829 | 110 | 1.3470 | 0.2914 | 1.3470 | 1.1606 |
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- | No log | 2.7317 | 112 | 1.1445 | 0.2409 | 1.1445 | 1.0698 |
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- | No log | 2.7805 | 114 | 1.3015 | 0.3121 | 1.3015 | 1.1409 |
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- | No log | 2.8293 | 116 | 1.4643 | 0.2941 | 1.4643 | 1.2101 |
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- | No log | 2.8780 | 118 | 1.2746 | 0.2075 | 1.2746 | 1.1290 |
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- | No log | 2.9268 | 120 | 1.1830 | 0.2175 | 1.1830 | 1.0877 |
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- | No log | 2.9756 | 122 | 1.3387 | 0.2542 | 1.3387 | 1.1570 |
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- | No log | 3.0244 | 124 | 1.3349 | 0.2844 | 1.3349 | 1.1554 |
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- | No log | 3.0732 | 126 | 1.2164 | 0.2574 | 1.2164 | 1.1029 |
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- | No log | 3.1220 | 128 | 1.1630 | 0.2070 | 1.1630 | 1.0784 |
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- | No log | 3.1707 | 130 | 1.1536 | 0.2820 | 1.1536 | 1.0741 |
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- | No log | 3.2195 | 132 | 1.1444 | 0.2869 | 1.1444 | 1.0698 |
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- | No log | 3.2683 | 134 | 1.2724 | 0.3745 | 1.2724 | 1.1280 |
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- | No log | 3.3171 | 136 | 1.3481 | 0.3559 | 1.3481 | 1.1611 |
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- | No log | 3.3659 | 138 | 1.1883 | 0.4133 | 1.1883 | 1.0901 |
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- | No log | 3.4146 | 140 | 1.0984 | 0.2986 | 1.0984 | 1.0480 |
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- | No log | 3.4634 | 142 | 1.1706 | 0.3008 | 1.1706 | 1.0819 |
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- | No log | 3.5122 | 144 | 1.0403 | 0.3210 | 1.0403 | 1.0200 |
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- | No log | 3.5610 | 146 | 1.1205 | 0.3465 | 1.1205 | 1.0585 |
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- | No log | 3.6098 | 148 | 1.4058 | 0.3414 | 1.4058 | 1.1856 |
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- | No log | 3.6585 | 150 | 1.5313 | 0.2682 | 1.5313 | 1.2374 |
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- | No log | 3.7073 | 152 | 1.4272 | 0.1801 | 1.4272 | 1.1947 |
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- | No log | 3.7561 | 154 | 1.2370 | 0.2322 | 1.2370 | 1.1122 |
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- | No log | 3.8049 | 156 | 1.0804 | 0.2813 | 1.0804 | 1.0394 |
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- | No log | 3.8537 | 158 | 1.0563 | 0.2793 | 1.0563 | 1.0278 |
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- | No log | 3.9024 | 160 | 1.1245 | 0.2686 | 1.1245 | 1.0604 |
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- | No log | 3.9512 | 162 | 1.3296 | 0.1986 | 1.3296 | 1.1531 |
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- | No log | 4.0 | 164 | 1.5453 | 0.2468 | 1.5453 | 1.2431 |
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- | No log | 4.0488 | 166 | 1.4862 | 0.2115 | 1.4862 | 1.2191 |
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- | No log | 4.0976 | 168 | 1.2839 | 0.1611 | 1.2839 | 1.1331 |
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- | No log | 4.1463 | 170 | 1.2249 | 0.1764 | 1.2249 | 1.1068 |
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- | No log | 4.1951 | 172 | 1.1569 | 0.2260 | 1.1569 | 1.0756 |
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- | No log | 4.2439 | 174 | 1.1439 | 0.1943 | 1.1439 | 1.0695 |
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- | No log | 4.2927 | 176 | 1.1687 | 0.2404 | 1.1687 | 1.0810 |
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- | No log | 4.3415 | 178 | 1.2380 | 0.2458 | 1.2380 | 1.1126 |
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- | No log | 4.3902 | 180 | 1.4933 | 0.3478 | 1.4933 | 1.2220 |
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- | No log | 4.4390 | 182 | 1.5649 | 0.2751 | 1.5649 | 1.2510 |
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- | No log | 4.4878 | 184 | 1.4176 | 0.1681 | 1.4176 | 1.1906 |
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- | No log | 4.5366 | 186 | 1.2109 | 0.2045 | 1.2109 | 1.1004 |
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- | No log | 4.5854 | 188 | 1.1714 | 0.2034 | 1.1714 | 1.0823 |
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- | No log | 4.6341 | 190 | 1.1917 | 0.1989 | 1.1917 | 1.0916 |
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- | No log | 4.6829 | 192 | 1.2942 | 0.1028 | 1.2942 | 1.1376 |
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- | No log | 4.7317 | 194 | 1.6475 | 0.2812 | 1.6475 | 1.2836 |
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- | No log | 4.7805 | 196 | 1.8161 | 0.1756 | 1.8161 | 1.3476 |
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- | No log | 4.8293 | 198 | 1.6976 | 0.2622 | 1.6976 | 1.3029 |
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- | No log | 4.8780 | 200 | 1.5287 | 0.2846 | 1.5287 | 1.2364 |
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- | No log | 4.9268 | 202 | 1.2952 | 0.2349 | 1.2952 | 1.1381 |
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- | No log | 4.9756 | 204 | 1.1789 | 0.2206 | 1.1789 | 1.0858 |
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- | No log | 5.0244 | 206 | 1.1596 | 0.1920 | 1.1596 | 1.0768 |
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- | No log | 5.0732 | 208 | 1.2240 | 0.2417 | 1.2240 | 1.1064 |
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- | No log | 5.1220 | 210 | 1.3916 | 0.2481 | 1.3916 | 1.1796 |
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- | No log | 5.1707 | 212 | 1.5126 | 0.2932 | 1.5126 | 1.2299 |
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- | No log | 5.2195 | 214 | 1.4481 | 0.2047 | 1.4481 | 1.2034 |
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- | No log | 5.2683 | 216 | 1.2888 | 0.2443 | 1.2888 | 1.1353 |
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- | No log | 5.3171 | 218 | 1.1869 | 0.2404 | 1.1869 | 1.0895 |
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- | No log | 5.3659 | 220 | 1.1583 | 0.2729 | 1.1583 | 1.0762 |
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- | No log | 5.4146 | 222 | 1.1995 | 0.2309 | 1.1995 | 1.0952 |
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- | No log | 5.4634 | 224 | 1.2821 | 0.2028 | 1.2821 | 1.1323 |
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- | No log | 5.5122 | 226 | 1.2688 | 0.1943 | 1.2688 | 1.1264 |
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- | No log | 5.5610 | 228 | 1.1623 | 0.2184 | 1.1623 | 1.0781 |
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- | No log | 5.6098 | 230 | 1.0334 | 0.3826 | 1.0334 | 1.0166 |
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- | No log | 5.6585 | 232 | 0.9864 | 0.4026 | 0.9864 | 0.9932 |
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- | No log | 5.7073 | 234 | 0.9662 | 0.4026 | 0.9662 | 0.9830 |
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- | No log | 5.7561 | 236 | 1.0191 | 0.4016 | 1.0191 | 1.0095 |
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- | No log | 5.8049 | 238 | 1.2440 | 0.3398 | 1.2440 | 1.1153 |
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- | No log | 5.8537 | 240 | 1.4667 | 0.2947 | 1.4667 | 1.2111 |
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- | No log | 5.9024 | 242 | 1.4929 | 0.2701 | 1.4929 | 1.2218 |
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- | No log | 5.9512 | 244 | 1.3624 | 0.2212 | 1.3624 | 1.1672 |
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- | No log | 6.0 | 246 | 1.1957 | 0.1912 | 1.1957 | 1.0935 |
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- | No log | 6.0488 | 248 | 1.1312 | 0.1727 | 1.1312 | 1.0636 |
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- | No log | 6.0976 | 250 | 1.1127 | 0.2563 | 1.1127 | 1.0549 |
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- | No log | 6.1463 | 252 | 1.1426 | 0.2270 | 1.1426 | 1.0689 |
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- | No log | 6.1951 | 254 | 1.2022 | 0.1949 | 1.2022 | 1.0965 |
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- | No log | 6.2439 | 256 | 1.2702 | 0.2191 | 1.2702 | 1.1270 |
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- | No log | 6.2927 | 258 | 1.1962 | 0.2126 | 1.1962 | 1.0937 |
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- | No log | 6.3415 | 260 | 1.1926 | 0.1678 | 1.1926 | 1.0921 |
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- | No log | 6.3902 | 262 | 1.2450 | 0.1943 | 1.2450 | 1.1158 |
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- | No log | 6.4390 | 264 | 1.2059 | 0.2367 | 1.2059 | 1.0981 |
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- | No log | 6.4878 | 266 | 1.1266 | 0.2121 | 1.1266 | 1.0614 |
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- | No log | 6.5366 | 268 | 1.0940 | 0.1732 | 1.0940 | 1.0460 |
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- | No log | 6.5854 | 270 | 1.1016 | 0.1786 | 1.1016 | 1.0496 |
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- | No log | 6.6341 | 272 | 1.1435 | 0.1662 | 1.1435 | 1.0694 |
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- | No log | 6.6829 | 274 | 1.1669 | 0.1562 | 1.1669 | 1.0802 |
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- | No log | 6.7317 | 276 | 1.1623 | 0.1968 | 1.1623 | 1.0781 |
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- | No log | 6.7805 | 278 | 1.1976 | 0.2006 | 1.1976 | 1.0944 |
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- | No log | 6.8293 | 280 | 1.2045 | 0.2006 | 1.2045 | 1.0975 |
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- | No log | 6.8780 | 282 | 1.1936 | 0.1814 | 1.1936 | 1.0925 |
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- | No log | 6.9268 | 284 | 1.1999 | 0.2009 | 1.1999 | 1.0954 |
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- | No log | 6.9756 | 286 | 1.2139 | 0.2108 | 1.2139 | 1.1018 |
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- | No log | 7.0244 | 288 | 1.2345 | 0.1801 | 1.2345 | 1.1111 |
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- | No log | 7.0732 | 290 | 1.2616 | 0.1641 | 1.2616 | 1.1232 |
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- | No log | 7.1220 | 292 | 1.1880 | 0.1801 | 1.1880 | 1.0899 |
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- | No log | 7.1707 | 294 | 1.1143 | 0.1528 | 1.1143 | 1.0556 |
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- | No log | 7.2195 | 296 | 1.0826 | 0.2455 | 1.0826 | 1.0405 |
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- | No log | 7.2683 | 298 | 1.0880 | 0.2492 | 1.0880 | 1.0431 |
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- | No log | 7.3171 | 300 | 1.1314 | 0.1406 | 1.1314 | 1.0637 |
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- | No log | 7.3659 | 302 | 1.2529 | 0.2195 | 1.2529 | 1.1193 |
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- | No log | 7.4146 | 304 | 1.2776 | 0.2330 | 1.2776 | 1.1303 |
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- | No log | 7.4634 | 306 | 1.2017 | 0.1801 | 1.2017 | 1.0962 |
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- | No log | 7.5122 | 308 | 1.1266 | 0.1820 | 1.1266 | 1.0614 |
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- | No log | 7.5610 | 310 | 1.0956 | 0.2145 | 1.0956 | 1.0467 |
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- | No log | 7.6098 | 312 | 1.0887 | 0.2694 | 1.0887 | 1.0434 |
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- | No log | 7.6585 | 314 | 1.0949 | 0.3042 | 1.0949 | 1.0464 |
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- | No log | 7.7073 | 316 | 1.1918 | 0.2288 | 1.1918 | 1.0917 |
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- | No log | 7.7561 | 318 | 1.3155 | 0.2028 | 1.3155 | 1.1469 |
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- | No log | 7.8049 | 320 | 1.4040 | 0.2983 | 1.4040 | 1.1849 |
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- | No log | 7.8537 | 322 | 1.3203 | 0.2250 | 1.3203 | 1.1490 |
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- | No log | 7.9024 | 324 | 1.1876 | 0.2195 | 1.1876 | 1.0897 |
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- | No log | 7.9512 | 326 | 1.1053 | 0.2857 | 1.1053 | 1.0513 |
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- | No log | 8.0 | 328 | 1.0895 | 0.2704 | 1.0895 | 1.0438 |
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- | No log | 8.0488 | 330 | 1.0893 | 0.2086 | 1.0893 | 1.0437 |
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- | No log | 8.0976 | 332 | 1.1158 | 0.1605 | 1.1158 | 1.0563 |
218
- | No log | 8.1463 | 334 | 1.1788 | 0.1114 | 1.1788 | 1.0857 |
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- | No log | 8.1951 | 336 | 1.2099 | 0.1641 | 1.2099 | 1.1000 |
220
- | No log | 8.2439 | 338 | 1.2408 | 0.1952 | 1.2408 | 1.1139 |
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- | No log | 8.2927 | 340 | 1.1753 | 0.1442 | 1.1753 | 1.0841 |
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- | No log | 8.3415 | 342 | 1.0802 | 0.2033 | 1.0802 | 1.0393 |
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- | No log | 8.3902 | 344 | 1.0751 | 0.2327 | 1.0751 | 1.0369 |
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- | No log | 8.4390 | 346 | 1.1030 | 0.1820 | 1.1030 | 1.0502 |
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- | No log | 8.4878 | 348 | 1.1300 | 0.1344 | 1.1300 | 1.0630 |
226
- | No log | 8.5366 | 350 | 1.1541 | 0.1442 | 1.1541 | 1.0743 |
227
- | No log | 8.5854 | 352 | 1.1266 | 0.1015 | 1.1266 | 1.0614 |
228
- | No log | 8.6341 | 354 | 1.1324 | 0.1504 | 1.1324 | 1.0641 |
229
- | No log | 8.6829 | 356 | 1.1113 | 0.2188 | 1.1113 | 1.0542 |
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- | No log | 8.7317 | 358 | 1.0998 | 0.2255 | 1.0998 | 1.0487 |
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- | No log | 8.7805 | 360 | 1.0825 | 0.2562 | 1.0825 | 1.0404 |
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- | No log | 8.8293 | 362 | 1.0679 | 0.2662 | 1.0679 | 1.0334 |
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- | No log | 8.8780 | 364 | 1.0431 | 0.2662 | 1.0431 | 1.0213 |
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- | No log | 8.9268 | 366 | 1.0294 | 0.2440 | 1.0294 | 1.0146 |
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- | No log | 8.9756 | 368 | 1.1333 | 0.2904 | 1.1333 | 1.0646 |
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- | No log | 9.0244 | 370 | 1.3646 | 0.2925 | 1.3646 | 1.1681 |
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- | No log | 9.0732 | 372 | 1.3898 | 0.2726 | 1.3898 | 1.1789 |
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- | No log | 9.1220 | 374 | 1.3013 | 0.2074 | 1.3013 | 1.1407 |
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- | No log | 9.1707 | 376 | 1.2876 | 0.1892 | 1.2876 | 1.1347 |
240
- | No log | 9.2195 | 378 | 1.1756 | 0.2363 | 1.1756 | 1.0842 |
241
- | No log | 9.2683 | 380 | 1.1651 | 0.2417 | 1.1651 | 1.0794 |
242
- | No log | 9.3171 | 382 | 1.1344 | 0.2557 | 1.1344 | 1.0651 |
243
- | No log | 9.3659 | 384 | 1.0806 | 0.2947 | 1.0806 | 1.0395 |
244
- | No log | 9.4146 | 386 | 1.1050 | 0.2557 | 1.1050 | 1.0512 |
245
- | No log | 9.4634 | 388 | 1.2508 | 0.2283 | 1.2508 | 1.1184 |
246
- | No log | 9.5122 | 390 | 1.4976 | 0.3006 | 1.4976 | 1.2237 |
247
- | No log | 9.5610 | 392 | 1.6210 | 0.2527 | 1.6210 | 1.2732 |
248
- | No log | 9.6098 | 394 | 1.5472 | 0.3006 | 1.5472 | 1.2439 |
249
- | No log | 9.6585 | 396 | 1.3755 | 0.1807 | 1.3755 | 1.1728 |
250
- | No log | 9.7073 | 398 | 1.2213 | 0.2195 | 1.2213 | 1.1051 |
251
- | No log | 9.7561 | 400 | 1.1268 | 0.2557 | 1.1268 | 1.0615 |
252
- | No log | 9.8049 | 402 | 1.1248 | 0.2591 | 1.1248 | 1.0605 |
253
- | No log | 9.8537 | 404 | 1.1874 | 0.2623 | 1.1874 | 1.0897 |
254
- | No log | 9.9024 | 406 | 1.3450 | 0.1935 | 1.3450 | 1.1598 |
255
- | No log | 9.9512 | 408 | 1.4776 | 0.2359 | 1.4776 | 1.2155 |
256
- | No log | 10.0 | 410 | 1.5128 | 0.2359 | 1.5128 | 1.2299 |
257
- | No log | 10.0488 | 412 | 1.4984 | 0.2608 | 1.4984 | 1.2241 |
258
- | No log | 10.0976 | 414 | 1.3365 | 0.2181 | 1.3365 | 1.1561 |
259
- | No log | 10.1463 | 416 | 1.1486 | 0.2594 | 1.1486 | 1.0718 |
260
- | No log | 10.1951 | 418 | 1.0875 | 0.2877 | 1.0875 | 1.0429 |
261
- | No log | 10.2439 | 420 | 1.1010 | 0.2461 | 1.1010 | 1.0493 |
262
- | No log | 10.2927 | 422 | 1.1592 | 0.2604 | 1.1592 | 1.0767 |
263
- | No log | 10.3415 | 424 | 1.2544 | 0.1535 | 1.2544 | 1.1200 |
264
- | No log | 10.3902 | 426 | 1.2672 | 0.1807 | 1.2672 | 1.1257 |
265
- | No log | 10.4390 | 428 | 1.2576 | 0.1252 | 1.2576 | 1.1214 |
266
- | No log | 10.4878 | 430 | 1.1940 | 0.1951 | 1.1940 | 1.0927 |
267
- | No log | 10.5366 | 432 | 1.1724 | 0.1997 | 1.1724 | 1.0828 |
268
- | No log | 10.5854 | 434 | 1.1306 | 0.2409 | 1.1306 | 1.0633 |
269
- | No log | 10.6341 | 436 | 1.1177 | 0.2409 | 1.1177 | 1.0572 |
270
- | No log | 10.6829 | 438 | 1.1406 | 0.2060 | 1.1406 | 1.0680 |
271
- | No log | 10.7317 | 440 | 1.1841 | 0.1951 | 1.1841 | 1.0882 |
272
- | No log | 10.7805 | 442 | 1.2762 | 0.1224 | 1.2762 | 1.1297 |
273
- | No log | 10.8293 | 444 | 1.3178 | 0.1599 | 1.3178 | 1.1480 |
274
- | No log | 10.8780 | 446 | 1.2069 | 0.1450 | 1.2069 | 1.0986 |
275
- | No log | 10.9268 | 448 | 1.0649 | 0.2591 | 1.0649 | 1.0319 |
276
- | No log | 10.9756 | 450 | 1.0095 | 0.3282 | 1.0095 | 1.0047 |
277
- | No log | 11.0244 | 452 | 1.0000 | 0.3948 | 1.0000 | 1.0000 |
278
- | No log | 11.0732 | 454 | 1.0092 | 0.3282 | 1.0092 | 1.0046 |
279
- | No log | 11.1220 | 456 | 1.0318 | 0.3282 | 1.0318 | 1.0158 |
280
- | No log | 11.1707 | 458 | 1.1333 | 0.1912 | 1.1333 | 1.0646 |
281
- | No log | 11.2195 | 460 | 1.2488 | 0.1905 | 1.2488 | 1.1175 |
282
- | No log | 11.2683 | 462 | 1.2694 | 0.1905 | 1.2694 | 1.1267 |
283
- | No log | 11.3171 | 464 | 1.1829 | 0.1658 | 1.1829 | 1.0876 |
284
- | No log | 11.3659 | 466 | 1.0914 | 0.1564 | 1.0914 | 1.0447 |
285
- | No log | 11.4146 | 468 | 1.0529 | 0.2528 | 1.0529 | 1.0261 |
286
- | No log | 11.4634 | 470 | 1.0596 | 0.2327 | 1.0596 | 1.0294 |
287
- | No log | 11.5122 | 472 | 1.0959 | 0.1717 | 1.0959 | 1.0468 |
288
- | No log | 11.5610 | 474 | 1.1149 | 0.1562 | 1.1149 | 1.0559 |
289
- | No log | 11.6098 | 476 | 1.1954 | 0.2381 | 1.1954 | 1.0934 |
290
- | No log | 11.6585 | 478 | 1.2438 | 0.2475 | 1.2438 | 1.1153 |
291
- | No log | 11.7073 | 480 | 1.2389 | 0.2195 | 1.2389 | 1.1130 |
292
- | No log | 11.7561 | 482 | 1.1443 | 0.1755 | 1.1443 | 1.0697 |
293
- | No log | 11.8049 | 484 | 1.0558 | 0.1081 | 1.0558 | 1.0275 |
294
- | No log | 11.8537 | 486 | 1.0127 | 0.2813 | 1.0127 | 1.0063 |
295
- | No log | 11.9024 | 488 | 1.0141 | 0.2658 | 1.0141 | 1.0070 |
296
- | No log | 11.9512 | 490 | 1.0568 | 0.2317 | 1.0568 | 1.0280 |
297
- | No log | 12.0 | 492 | 1.1306 | 0.2152 | 1.1306 | 1.0633 |
298
- | No log | 12.0488 | 494 | 1.1994 | 0.2195 | 1.1994 | 1.0952 |
299
- | No log | 12.0976 | 496 | 1.1924 | 0.2236 | 1.1924 | 1.0920 |
300
- | No log | 12.1463 | 498 | 1.1536 | 0.2143 | 1.1536 | 1.0740 |
301
- | 0.326 | 12.1951 | 500 | 1.0831 | 0.2164 | 1.0831 | 1.0407 |
302
- | 0.326 | 12.2439 | 502 | 1.0300 | 0.2921 | 1.0300 | 1.0149 |
303
- | 0.326 | 12.2927 | 504 | 1.0274 | 0.3237 | 1.0274 | 1.0136 |
304
- | 0.326 | 12.3415 | 506 | 1.0693 | 0.2065 | 1.0693 | 1.0341 |
305
- | 0.326 | 12.3902 | 508 | 1.1539 | 0.1755 | 1.1539 | 1.0742 |
306
- | 0.326 | 12.4390 | 510 | 1.2270 | 0.1951 | 1.2270 | 1.1077 |
307
- | 0.326 | 12.4878 | 512 | 1.2611 | 0.1951 | 1.2611 | 1.1230 |
308
- | 0.326 | 12.5366 | 514 | 1.2349 | 0.1405 | 1.2349 | 1.1112 |
 
 
 
309
 
310
 
311
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k9_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_run1_AugV5_k9_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: 1.0617
19
+ - Qwk: 0.1406
20
+ - Mse: 1.0617
21
+ - Rmse: 1.0304
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0435 | 2 | 4.8823 | -0.0104 | 4.8823 | 2.2096 |
53
+ | No log | 0.0870 | 4 | 3.0637 | -0.0729 | 3.0637 | 1.7503 |
54
+ | No log | 0.1304 | 6 | 2.4830 | -0.0340 | 2.4830 | 1.5757 |
55
+ | No log | 0.1739 | 8 | 1.8587 | 0.0397 | 1.8587 | 1.3633 |
56
+ | No log | 0.2174 | 10 | 1.5384 | 0.0398 | 1.5384 | 1.2403 |
57
+ | No log | 0.2609 | 12 | 1.3876 | 0.0485 | 1.3876 | 1.1780 |
58
+ | No log | 0.3043 | 14 | 1.3398 | 0.0389 | 1.3398 | 1.1575 |
59
+ | No log | 0.3478 | 16 | 1.3436 | 0.0522 | 1.3436 | 1.1591 |
60
+ | No log | 0.3913 | 18 | 1.3637 | -0.0029 | 1.3637 | 1.1678 |
61
+ | No log | 0.4348 | 20 | 1.4835 | 0.0019 | 1.4835 | 1.2180 |
62
+ | No log | 0.4783 | 22 | 1.5273 | 0.0019 | 1.5273 | 1.2358 |
63
+ | No log | 0.5217 | 24 | 1.4323 | 0.0838 | 1.4323 | 1.1968 |
64
+ | No log | 0.5652 | 26 | 1.3511 | 0.0803 | 1.3511 | 1.1624 |
65
+ | No log | 0.6087 | 28 | 1.2622 | 0.1483 | 1.2622 | 1.1235 |
66
+ | No log | 0.6522 | 30 | 1.2476 | 0.1470 | 1.2476 | 1.1170 |
67
+ | No log | 0.6957 | 32 | 1.2979 | 0.0880 | 1.2979 | 1.1393 |
68
+ | No log | 0.7391 | 34 | 1.2941 | 0.1185 | 1.2941 | 1.1376 |
69
+ | No log | 0.7826 | 36 | 1.2643 | 0.2358 | 1.2643 | 1.1244 |
70
+ | No log | 0.8261 | 38 | 1.3332 | 0.0961 | 1.3332 | 1.1546 |
71
+ | No log | 0.8696 | 40 | 1.2188 | 0.2697 | 1.2188 | 1.1040 |
72
+ | No log | 0.9130 | 42 | 1.2264 | 0.2011 | 1.2264 | 1.1074 |
73
+ | No log | 0.9565 | 44 | 1.4547 | 0.3140 | 1.4547 | 1.2061 |
74
+ | No log | 1.0 | 46 | 1.4473 | 0.3345 | 1.4473 | 1.2031 |
75
+ | No log | 1.0435 | 48 | 1.1903 | 0.2563 | 1.1903 | 1.0910 |
76
+ | No log | 1.0870 | 50 | 1.1060 | 0.3671 | 1.1060 | 1.0516 |
77
+ | No log | 1.1304 | 52 | 1.2921 | 0.1875 | 1.2921 | 1.1367 |
78
+ | No log | 1.1739 | 54 | 1.2332 | 0.1730 | 1.2332 | 1.1105 |
79
+ | No log | 1.2174 | 56 | 1.0220 | 0.4726 | 1.0220 | 1.0109 |
80
+ | No log | 1.2609 | 58 | 1.0164 | 0.3157 | 1.0164 | 1.0082 |
81
+ | No log | 1.3043 | 60 | 1.3631 | 0.3821 | 1.3631 | 1.1675 |
82
+ | No log | 1.3478 | 62 | 1.4058 | 0.3067 | 1.4058 | 1.1857 |
83
+ | No log | 1.3913 | 64 | 1.0978 | 0.1679 | 1.0978 | 1.0478 |
84
+ | No log | 1.4348 | 66 | 1.0070 | 0.3970 | 1.0070 | 1.0035 |
85
+ | No log | 1.4783 | 68 | 1.0706 | 0.3394 | 1.0706 | 1.0347 |
86
+ | No log | 1.5217 | 70 | 1.0281 | 0.3970 | 1.0281 | 1.0139 |
87
+ | No log | 1.5652 | 72 | 1.0016 | 0.2993 | 1.0016 | 1.0008 |
88
+ | No log | 1.6087 | 74 | 1.0069 | 0.3392 | 1.0069 | 1.0034 |
89
+ | No log | 1.6522 | 76 | 1.0068 | 0.3139 | 1.0068 | 1.0034 |
90
+ | No log | 1.6957 | 78 | 1.1462 | 0.3106 | 1.1462 | 1.0706 |
91
+ | No log | 1.7391 | 80 | 1.2566 | 0.3411 | 1.2566 | 1.1210 |
92
+ | No log | 1.7826 | 82 | 1.2903 | 0.3544 | 1.2903 | 1.1359 |
93
+ | No log | 1.8261 | 84 | 1.1655 | 0.2981 | 1.1655 | 1.0796 |
94
+ | No log | 1.8696 | 86 | 1.0460 | 0.4409 | 1.0460 | 1.0228 |
95
+ | No log | 1.9130 | 88 | 1.0082 | 0.4409 | 1.0082 | 1.0041 |
96
+ | No log | 1.9565 | 90 | 1.0379 | 0.3106 | 1.0379 | 1.0188 |
97
+ | No log | 2.0 | 92 | 1.1715 | 0.3805 | 1.1715 | 1.0824 |
98
+ | No log | 2.0435 | 94 | 1.2905 | 0.3856 | 1.2905 | 1.1360 |
99
+ | No log | 2.0870 | 96 | 1.2584 | 0.3523 | 1.2584 | 1.1218 |
100
+ | No log | 2.1304 | 98 | 1.0562 | 0.3064 | 1.0562 | 1.0277 |
101
+ | No log | 2.1739 | 100 | 0.9202 | 0.3890 | 0.9202 | 0.9593 |
102
+ | No log | 2.2174 | 102 | 0.9831 | 0.4587 | 0.9831 | 0.9915 |
103
+ | No log | 2.2609 | 104 | 0.9483 | 0.4158 | 0.9483 | 0.9738 |
104
+ | No log | 2.3043 | 106 | 0.9764 | 0.4200 | 0.9764 | 0.9881 |
105
+ | No log | 2.3478 | 108 | 1.3043 | 0.3929 | 1.3043 | 1.1421 |
106
+ | No log | 2.3913 | 110 | 1.4216 | 0.3706 | 1.4216 | 1.1923 |
107
+ | No log | 2.4348 | 112 | 1.3848 | 0.3839 | 1.3848 | 1.1768 |
108
+ | No log | 2.4783 | 114 | 1.2693 | 0.3567 | 1.2693 | 1.1266 |
109
+ | No log | 2.5217 | 116 | 1.1945 | 0.3665 | 1.1945 | 1.0929 |
110
+ | No log | 2.5652 | 118 | 1.2862 | 0.3448 | 1.2862 | 1.1341 |
111
+ | No log | 2.6087 | 120 | 1.3747 | 0.3943 | 1.3747 | 1.1725 |
112
+ | No log | 2.6522 | 122 | 1.2619 | 0.3862 | 1.2619 | 1.1234 |
113
+ | No log | 2.6957 | 124 | 1.0532 | 0.3294 | 1.0532 | 1.0263 |
114
+ | No log | 2.7391 | 126 | 0.9787 | 0.3449 | 0.9787 | 0.9893 |
115
+ | No log | 2.7826 | 128 | 0.9634 | 0.2947 | 0.9634 | 0.9815 |
116
+ | No log | 2.8261 | 130 | 0.9808 | 0.3449 | 0.9808 | 0.9904 |
117
+ | No log | 2.8696 | 132 | 1.0371 | 0.3842 | 1.0371 | 1.0184 |
118
+ | No log | 2.9130 | 134 | 1.0070 | 0.3836 | 1.0070 | 1.0035 |
119
+ | No log | 2.9565 | 136 | 0.9508 | 0.4241 | 0.9508 | 0.9751 |
120
+ | No log | 3.0 | 138 | 0.9912 | 0.3511 | 0.9912 | 0.9956 |
121
+ | No log | 3.0435 | 140 | 0.9795 | 0.3896 | 0.9795 | 0.9897 |
122
+ | No log | 3.0870 | 142 | 1.0559 | 0.3830 | 1.0559 | 1.0276 |
123
+ | No log | 3.1304 | 144 | 1.3058 | 0.3872 | 1.3058 | 1.1427 |
124
+ | No log | 3.1739 | 146 | 1.2716 | 0.3963 | 1.2716 | 1.1277 |
125
+ | No log | 3.2174 | 148 | 1.0938 | 0.3317 | 1.0938 | 1.0458 |
126
+ | No log | 3.2609 | 150 | 0.9926 | 0.3890 | 0.9926 | 0.9963 |
127
+ | No log | 3.3043 | 152 | 0.9950 | 0.3483 | 0.9950 | 0.9975 |
128
+ | No log | 3.3478 | 154 | 0.9993 | 0.3890 | 0.9993 | 0.9996 |
129
+ | No log | 3.3913 | 156 | 1.1318 | 0.2704 | 1.1318 | 1.0639 |
130
+ | No log | 3.4348 | 158 | 1.3315 | 0.3474 | 1.3315 | 1.1539 |
131
+ | No log | 3.4783 | 160 | 1.3752 | 0.3357 | 1.3752 | 1.1727 |
132
+ | No log | 3.5217 | 162 | 1.2454 | 0.3136 | 1.2454 | 1.1160 |
133
+ | No log | 3.5652 | 164 | 1.0399 | 0.3136 | 1.0399 | 1.0197 |
134
+ | No log | 3.6087 | 166 | 0.9877 | 0.3896 | 0.9877 | 0.9939 |
135
+ | No log | 3.6522 | 168 | 0.9882 | 0.3641 | 0.9882 | 0.9941 |
136
+ | No log | 3.6957 | 170 | 0.9769 | 0.3641 | 0.9769 | 0.9884 |
137
+ | No log | 3.7391 | 172 | 0.9690 | 0.3641 | 0.9690 | 0.9844 |
138
+ | No log | 3.7826 | 174 | 0.9850 | 0.4611 | 0.9850 | 0.9925 |
139
+ | No log | 3.8261 | 176 | 1.1241 | 0.3888 | 1.1241 | 1.0602 |
140
+ | No log | 3.8696 | 178 | 1.1779 | 0.3907 | 1.1779 | 1.0853 |
141
+ | No log | 3.9130 | 180 | 1.0656 | 0.4113 | 1.0656 | 1.0323 |
142
+ | No log | 3.9565 | 182 | 0.9884 | 0.4409 | 0.9884 | 0.9942 |
143
+ | No log | 4.0 | 184 | 0.9821 | 0.3948 | 0.9821 | 0.9910 |
144
+ | No log | 4.0435 | 186 | 1.0230 | 0.4237 | 1.0230 | 1.0114 |
145
+ | No log | 4.0870 | 188 | 1.1355 | 0.4275 | 1.1355 | 1.0656 |
146
+ | No log | 4.1304 | 190 | 1.1555 | 0.3987 | 1.1555 | 1.0749 |
147
+ | No log | 4.1739 | 192 | 1.1098 | 0.3469 | 1.1098 | 1.0535 |
148
+ | No log | 4.2174 | 194 | 1.0228 | 0.3455 | 1.0228 | 1.0113 |
149
+ | No log | 4.2609 | 196 | 1.0071 | 0.4218 | 1.0071 | 1.0035 |
150
+ | No log | 4.3043 | 198 | 1.0079 | 0.4316 | 1.0079 | 1.0040 |
151
+ | No log | 4.3478 | 200 | 1.0225 | 0.3219 | 1.0225 | 1.0112 |
152
+ | No log | 4.3913 | 202 | 1.2521 | 0.4078 | 1.2521 | 1.1190 |
153
+ | No log | 4.4348 | 204 | 1.4298 | 0.4129 | 1.4298 | 1.1957 |
154
+ | No log | 4.4783 | 206 | 1.2871 | 0.4039 | 1.2871 | 1.1345 |
155
+ | No log | 4.5217 | 208 | 1.0344 | 0.4028 | 1.0344 | 1.0170 |
156
+ | No log | 4.5652 | 210 | 1.0014 | 0.4349 | 1.0014 | 1.0007 |
157
+ | No log | 4.6087 | 212 | 1.0149 | 0.4358 | 1.0149 | 1.0074 |
158
+ | No log | 4.6522 | 214 | 0.9794 | 0.3864 | 0.9794 | 0.9897 |
159
+ | No log | 4.6957 | 216 | 1.0385 | 0.3430 | 1.0385 | 1.0191 |
160
+ | No log | 4.7391 | 218 | 1.2198 | 0.3478 | 1.2198 | 1.1044 |
161
+ | No log | 4.7826 | 220 | 1.2440 | 0.3487 | 1.2440 | 1.1154 |
162
+ | No log | 4.8261 | 222 | 1.1206 | 0.1860 | 1.1206 | 1.0586 |
163
+ | No log | 4.8696 | 224 | 1.0129 | 0.2286 | 1.0129 | 1.0064 |
164
+ | No log | 4.9130 | 226 | 0.9956 | 0.3938 | 0.9956 | 0.9978 |
165
+ | No log | 4.9565 | 228 | 0.9974 | 0.4321 | 0.9974 | 0.9987 |
166
+ | No log | 5.0 | 230 | 1.0451 | 0.2929 | 1.0451 | 1.0223 |
167
+ | No log | 5.0435 | 232 | 1.0707 | 0.3196 | 1.0707 | 1.0348 |
168
+ | No log | 5.0870 | 234 | 1.0317 | 0.3914 | 1.0317 | 1.0157 |
169
+ | No log | 5.1304 | 236 | 1.0489 | 0.3632 | 1.0489 | 1.0241 |
170
+ | No log | 5.1739 | 238 | 1.1728 | 0.2723 | 1.1728 | 1.0830 |
171
+ | No log | 5.2174 | 240 | 1.1975 | 0.3001 | 1.1975 | 1.0943 |
172
+ | No log | 5.2609 | 242 | 1.1299 | 0.2999 | 1.1299 | 1.0630 |
173
+ | No log | 5.3043 | 244 | 1.0615 | 0.2883 | 1.0615 | 1.0303 |
174
+ | No log | 5.3478 | 246 | 1.0069 | 0.3335 | 1.0069 | 1.0034 |
175
+ | No log | 5.3913 | 248 | 0.9739 | 0.3018 | 0.9739 | 0.9869 |
176
+ | No log | 5.4348 | 250 | 0.9781 | 0.3363 | 0.9781 | 0.9890 |
177
+ | No log | 5.4783 | 252 | 0.9870 | 0.3380 | 0.9870 | 0.9935 |
178
+ | No log | 5.5217 | 254 | 1.0871 | 0.3390 | 1.0871 | 1.0426 |
179
+ | No log | 5.5652 | 256 | 1.1326 | 0.3516 | 1.1326 | 1.0642 |
180
+ | No log | 5.6087 | 258 | 1.1564 | 0.3539 | 1.1564 | 1.0754 |
181
+ | No log | 5.6522 | 260 | 1.2517 | 0.3481 | 1.2517 | 1.1188 |
182
+ | No log | 5.6957 | 262 | 1.3302 | 0.3708 | 1.3302 | 1.1534 |
183
+ | No log | 5.7391 | 264 | 1.2273 | 0.3064 | 1.2273 | 1.1078 |
184
+ | No log | 5.7826 | 266 | 1.0957 | 0.2515 | 1.0957 | 1.0468 |
185
+ | No log | 5.8261 | 268 | 1.0110 | 0.3621 | 1.0110 | 1.0055 |
186
+ | No log | 5.8696 | 270 | 1.0071 | 0.4002 | 1.0071 | 1.0036 |
187
+ | No log | 5.9130 | 272 | 1.0858 | 0.2165 | 1.0858 | 1.0420 |
188
+ | No log | 5.9565 | 274 | 1.2126 | 0.2535 | 1.2126 | 1.1012 |
189
+ | No log | 6.0 | 276 | 1.3133 | 0.2956 | 1.3133 | 1.1460 |
190
+ | No log | 6.0435 | 278 | 1.3050 | 0.2980 | 1.3050 | 1.1424 |
191
+ | No log | 6.0870 | 280 | 1.1577 | 0.2362 | 1.1577 | 1.0760 |
192
+ | No log | 6.1304 | 282 | 1.0110 | 0.3826 | 1.0110 | 1.0055 |
193
+ | No log | 6.1739 | 284 | 0.9986 | 0.3617 | 0.9986 | 0.9993 |
194
+ | No log | 6.2174 | 286 | 1.0220 | 0.3579 | 1.0220 | 1.0109 |
195
+ | No log | 6.2609 | 288 | 0.9813 | 0.3789 | 0.9813 | 0.9906 |
196
+ | No log | 6.3043 | 290 | 1.0090 | 0.3468 | 1.0090 | 1.0045 |
197
+ | No log | 6.3478 | 292 | 1.1490 | 0.2532 | 1.1490 | 1.0719 |
198
+ | No log | 6.3913 | 294 | 1.2198 | 0.2894 | 1.2198 | 1.1044 |
199
+ | No log | 6.4348 | 296 | 1.1919 | 0.1764 | 1.1919 | 1.0918 |
200
+ | No log | 6.4783 | 298 | 1.1114 | 0.1246 | 1.1114 | 1.0542 |
201
+ | No log | 6.5217 | 300 | 1.0127 | 0.2843 | 1.0127 | 1.0063 |
202
+ | No log | 6.5652 | 302 | 0.9649 | 0.3914 | 0.9649 | 0.9823 |
203
+ | No log | 6.6087 | 304 | 0.9829 | 0.4197 | 0.9829 | 0.9914 |
204
+ | No log | 6.6522 | 306 | 0.9693 | 0.3979 | 0.9693 | 0.9845 |
205
+ | No log | 6.6957 | 308 | 1.0700 | 0.3518 | 1.0700 | 1.0344 |
206
+ | No log | 6.7391 | 310 | 1.1479 | 0.3278 | 1.1479 | 1.0714 |
207
+ | No log | 6.7826 | 312 | 1.1378 | 0.3278 | 1.1378 | 1.0667 |
208
+ | No log | 6.8261 | 314 | 1.0733 | 0.3285 | 1.0733 | 1.0360 |
209
+ | No log | 6.8696 | 316 | 1.0695 | 0.2258 | 1.0695 | 1.0342 |
210
+ | No log | 6.9130 | 318 | 1.1616 | 0.2864 | 1.1616 | 1.0778 |
211
+ | No log | 6.9565 | 320 | 1.1845 | 0.2727 | 1.1845 | 1.0883 |
212
+ | No log | 7.0 | 322 | 1.1101 | 0.2060 | 1.1101 | 1.0536 |
213
+ | No log | 7.0435 | 324 | 1.0524 | 0.1467 | 1.0524 | 1.0259 |
214
+ | No log | 7.0870 | 326 | 1.0367 | 0.1624 | 1.0367 | 1.0182 |
215
+ | No log | 7.1304 | 328 | 1.0306 | 0.1624 | 1.0306 | 1.0152 |
216
+ | No log | 7.1739 | 330 | 1.0590 | 0.2623 | 1.0590 | 1.0291 |
217
+ | No log | 7.2174 | 332 | 1.1033 | 0.2339 | 1.1033 | 1.0504 |
218
+ | No log | 7.2609 | 334 | 1.0631 | 0.2623 | 1.0631 | 1.0311 |
219
+ | No log | 7.3043 | 336 | 1.1197 | 0.3365 | 1.1197 | 1.0582 |
220
+ | No log | 7.3478 | 338 | 1.0997 | 0.3365 | 1.0997 | 1.0487 |
221
+ | No log | 7.3913 | 340 | 1.0092 | 0.2857 | 1.0092 | 1.0046 |
222
+ | No log | 7.4348 | 342 | 1.0377 | 0.2864 | 1.0377 | 1.0187 |
223
+ | No log | 7.4783 | 344 | 1.1196 | 0.3138 | 1.1196 | 1.0581 |
224
+ | No log | 7.5217 | 346 | 1.1968 | 0.3629 | 1.1968 | 1.0940 |
225
+ | No log | 7.5652 | 348 | 1.1300 | 0.3398 | 1.1300 | 1.0630 |
226
+ | No log | 7.6087 | 350 | 0.9847 | 0.3069 | 0.9847 | 0.9923 |
227
+ | No log | 7.6522 | 352 | 0.9331 | 0.2556 | 0.9331 | 0.9660 |
228
+ | No log | 7.6957 | 354 | 0.9429 | 0.3404 | 0.9429 | 0.9711 |
229
+ | No log | 7.7391 | 356 | 0.9371 | 0.2843 | 0.9371 | 0.9680 |
230
+ | No log | 7.7826 | 358 | 0.9843 | 0.2951 | 0.9843 | 0.9921 |
231
+ | No log | 7.8261 | 360 | 1.0695 | 0.3255 | 1.0695 | 1.0342 |
232
+ | No log | 7.8696 | 362 | 1.0681 | 0.3722 | 1.0681 | 1.0335 |
233
+ | No log | 7.9130 | 364 | 0.9929 | 0.3359 | 0.9929 | 0.9964 |
234
+ | No log | 7.9565 | 366 | 0.9520 | 0.3237 | 0.9520 | 0.9757 |
235
+ | No log | 8.0 | 368 | 0.9512 | 0.2723 | 0.9512 | 0.9753 |
236
+ | No log | 8.0435 | 370 | 0.9816 | 0.2024 | 0.9816 | 0.9907 |
237
+ | No log | 8.0870 | 372 | 1.0441 | 0.3206 | 1.0441 | 1.0218 |
238
+ | No log | 8.1304 | 374 | 1.0589 | 0.3294 | 1.0589 | 1.0290 |
239
+ | No log | 8.1739 | 376 | 1.0304 | 0.3528 | 1.0304 | 1.0151 |
240
+ | No log | 8.2174 | 378 | 0.9801 | 0.3713 | 0.9801 | 0.9900 |
241
+ | No log | 8.2609 | 380 | 0.9286 | 0.4429 | 0.9286 | 0.9636 |
242
+ | No log | 8.3043 | 382 | 0.8944 | 0.4476 | 0.8944 | 0.9457 |
243
+ | No log | 8.3478 | 384 | 0.9172 | 0.4340 | 0.9172 | 0.9577 |
244
+ | No log | 8.3913 | 386 | 0.9253 | 0.4340 | 0.9253 | 0.9619 |
245
+ | No log | 8.4348 | 388 | 1.0226 | 0.3317 | 1.0226 | 1.0112 |
246
+ | No log | 8.4783 | 390 | 1.1041 | 0.2762 | 1.1041 | 1.0508 |
247
+ | No log | 8.5217 | 392 | 1.0761 | 0.2300 | 1.0761 | 1.0373 |
248
+ | No log | 8.5652 | 394 | 0.9648 | 0.2947 | 0.9648 | 0.9822 |
249
+ | No log | 8.6087 | 396 | 0.8915 | 0.3374 | 0.8915 | 0.9442 |
250
+ | No log | 8.6522 | 398 | 0.8817 | 0.3641 | 0.8817 | 0.9390 |
251
+ | No log | 8.6957 | 400 | 0.9032 | 0.4002 | 0.9032 | 0.9504 |
252
+ | No log | 8.7391 | 402 | 0.9700 | 0.4334 | 0.9700 | 0.9849 |
253
+ | No log | 8.7826 | 404 | 1.1504 | 0.3860 | 1.1504 | 1.0726 |
254
+ | No log | 8.8261 | 406 | 1.1895 | 0.3525 | 1.1895 | 1.0907 |
255
+ | No log | 8.8696 | 408 | 1.1686 | 0.2558 | 1.1686 | 1.0810 |
256
+ | No log | 8.9130 | 410 | 1.1302 | 0.2195 | 1.1302 | 1.0631 |
257
+ | No log | 8.9565 | 412 | 1.0718 | 0.2481 | 1.0718 | 1.0353 |
258
+ | No log | 9.0 | 414 | 1.0071 | 0.3093 | 1.0071 | 1.0035 |
259
+ | No log | 9.0435 | 416 | 0.9911 | 0.2970 | 0.9911 | 0.9955 |
260
+ | No log | 9.0870 | 418 | 1.0145 | 0.3449 | 1.0145 | 1.0072 |
261
+ | No log | 9.1304 | 420 | 1.0596 | 0.2339 | 1.0596 | 1.0293 |
262
+ | No log | 9.1739 | 422 | 1.0502 | 0.2481 | 1.0502 | 1.0248 |
263
+ | No log | 9.2174 | 424 | 1.0084 | 0.2515 | 1.0084 | 1.0042 |
264
+ | No log | 9.2609 | 426 | 1.0155 | 0.2800 | 1.0155 | 1.0077 |
265
+ | No log | 9.3043 | 428 | 1.1277 | 0.3380 | 1.1277 | 1.0619 |
266
+ | No log | 9.3478 | 430 | 1.1641 | 0.3355 | 1.1641 | 1.0789 |
267
+ | No log | 9.3913 | 432 | 1.0605 | 0.2574 | 1.0605 | 1.0298 |
268
+ | No log | 9.4348 | 434 | 0.9428 | 0.2813 | 0.9428 | 0.9710 |
269
+ | No log | 9.4783 | 436 | 0.9219 | 0.2939 | 0.9219 | 0.9602 |
270
+ | No log | 9.5217 | 438 | 0.9466 | 0.2360 | 0.9466 | 0.9729 |
271
+ | No log | 9.5652 | 440 | 1.0545 | 0.1769 | 1.0545 | 1.0269 |
272
+ | No log | 9.6087 | 442 | 1.2600 | 0.2909 | 1.2600 | 1.1225 |
273
+ | No log | 9.6522 | 444 | 1.3683 | 0.3068 | 1.3683 | 1.1698 |
274
+ | No log | 9.6957 | 446 | 1.3104 | 0.2844 | 1.3104 | 1.1447 |
275
+ | No log | 9.7391 | 448 | 1.3051 | 0.2727 | 1.3051 | 1.1424 |
276
+ | No log | 9.7826 | 450 | 1.3044 | 0.2443 | 1.3044 | 1.1421 |
277
+ | No log | 9.8261 | 452 | 1.3306 | 0.2945 | 1.3306 | 1.1535 |
278
+ | No log | 9.8696 | 454 | 1.2471 | 0.3098 | 1.2471 | 1.1167 |
279
+ | No log | 9.9130 | 456 | 1.2204 | 0.2739 | 1.2204 | 1.1047 |
280
+ | No log | 9.9565 | 458 | 1.1937 | 0.1920 | 1.1937 | 1.0926 |
281
+ | No log | 10.0 | 460 | 1.1401 | 0.2496 | 1.1401 | 1.0678 |
282
+ | No log | 10.0435 | 462 | 1.0531 | 0.3282 | 1.0531 | 1.0262 |
283
+ | No log | 10.0870 | 464 | 0.9764 | 0.3663 | 0.9764 | 0.9881 |
284
+ | No log | 10.1304 | 466 | 0.9556 | 0.3309 | 0.9556 | 0.9775 |
285
+ | No log | 10.1739 | 468 | 0.9653 | 0.3309 | 0.9653 | 0.9825 |
286
+ | No log | 10.2174 | 470 | 1.0022 | 0.2477 | 1.0022 | 1.0011 |
287
+ | No log | 10.2609 | 472 | 1.0489 | 0.2947 | 1.0489 | 1.0242 |
288
+ | No log | 10.3043 | 474 | 1.0929 | 0.2541 | 1.0929 | 1.0454 |
289
+ | No log | 10.3478 | 476 | 1.1723 | 0.2934 | 1.1723 | 1.0827 |
290
+ | No log | 10.3913 | 478 | 1.1864 | 0.2909 | 1.1864 | 1.0892 |
291
+ | No log | 10.4348 | 480 | 1.1108 | 0.2837 | 1.1108 | 1.0539 |
292
+ | No log | 10.4783 | 482 | 1.0367 | 0.2704 | 1.0367 | 1.0182 |
293
+ | No log | 10.5217 | 484 | 0.9904 | 0.2970 | 0.9904 | 0.9952 |
294
+ | No log | 10.5652 | 486 | 1.0078 | 0.2970 | 1.0078 | 1.0039 |
295
+ | No log | 10.6087 | 488 | 1.0715 | 0.2218 | 1.0715 | 1.0352 |
296
+ | No log | 10.6522 | 490 | 1.0710 | 0.2496 | 1.0710 | 1.0349 |
297
+ | No log | 10.6957 | 492 | 1.0289 | 0.2640 | 1.0289 | 1.0143 |
298
+ | No log | 10.7391 | 494 | 1.0365 | 0.2640 | 1.0365 | 1.0181 |
299
+ | No log | 10.7826 | 496 | 1.0805 | 0.1966 | 1.0805 | 1.0395 |
300
+ | No log | 10.8261 | 498 | 1.0660 | 0.1966 | 1.0660 | 1.0325 |
301
+ | 0.3593 | 10.8696 | 500 | 0.9901 | 0.2574 | 0.9901 | 0.9950 |
302
+ | 0.3593 | 10.9130 | 502 | 0.9743 | 0.2970 | 0.9743 | 0.9871 |
303
+ | 0.3593 | 10.9565 | 504 | 1.0040 | 0.3464 | 1.0040 | 1.0020 |
304
+ | 0.3593 | 11.0 | 506 | 1.1060 | 0.2844 | 1.1060 | 1.0517 |
305
+ | 0.3593 | 11.0435 | 508 | 1.2074 | 0.3166 | 1.2074 | 1.0988 |
306
+ | 0.3593 | 11.0870 | 510 | 1.2192 | 0.3148 | 1.2192 | 1.1042 |
307
+ | 0.3593 | 11.1304 | 512 | 1.1350 | 0.2558 | 1.1350 | 1.0653 |
308
+ | 0.3593 | 11.1739 | 514 | 1.0846 | 0.1959 | 1.0846 | 1.0415 |
309
+ | 0.3593 | 11.2174 | 516 | 1.0839 | 0.1085 | 1.0839 | 1.0411 |
310
+ | 0.3593 | 11.2609 | 518 | 1.0707 | 0.1343 | 1.0707 | 1.0347 |
311
+ | 0.3593 | 11.3043 | 520 | 1.0617 | 0.1406 | 1.0617 | 1.0304 |
312
 
313
 
314
  ### Framework versions