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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k7_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task5_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: 1.1747
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- - Qwk: 0.0831
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- - Mse: 1.1747
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- - Rmse: 1.0838
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  ## Model description
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@@ -49,284 +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 | 0.0741 | 2 | 4.0852 | -0.0075 | 4.0852 | 2.0212 |
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- | No log | 0.1481 | 4 | 2.3309 | -0.0062 | 2.3309 | 1.5267 |
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- | No log | 0.2222 | 6 | 2.1536 | 0.0709 | 2.1536 | 1.4675 |
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- | No log | 0.2963 | 8 | 2.2570 | 0.0462 | 2.2570 | 1.5023 |
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- | No log | 0.3704 | 10 | 1.4618 | 0.2353 | 1.4618 | 1.2090 |
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- | No log | 0.4444 | 12 | 1.6118 | 0.1663 | 1.6118 | 1.2696 |
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- | No log | 0.5185 | 14 | 1.7913 | 0.1511 | 1.7913 | 1.3384 |
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- | No log | 0.5926 | 16 | 2.0656 | 0.1229 | 2.0656 | 1.4372 |
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- | No log | 0.6667 | 18 | 1.5307 | 0.1421 | 1.5307 | 1.2372 |
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- | No log | 0.7407 | 20 | 1.1896 | 0.3211 | 1.1896 | 1.0907 |
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- | No log | 0.8148 | 22 | 1.4398 | 0.1894 | 1.4398 | 1.1999 |
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- | No log | 0.8889 | 24 | 1.6399 | 0.1687 | 1.6399 | 1.2806 |
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- | No log | 0.9630 | 26 | 1.7655 | 0.0976 | 1.7655 | 1.3287 |
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- | No log | 1.0370 | 28 | 1.2822 | 0.1729 | 1.2822 | 1.1324 |
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- | No log | 1.1111 | 30 | 1.2851 | 0.2028 | 1.2851 | 1.1336 |
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- | No log | 1.1852 | 32 | 1.6239 | 0.2091 | 1.6239 | 1.2743 |
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- | No log | 1.2593 | 34 | 2.3057 | 0.0735 | 2.3057 | 1.5184 |
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- | No log | 1.3333 | 36 | 1.9097 | 0.1720 | 1.9097 | 1.3819 |
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- | No log | 1.4074 | 38 | 1.4424 | 0.2379 | 1.4424 | 1.2010 |
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- | No log | 1.4815 | 40 | 1.1761 | 0.2216 | 1.1761 | 1.0845 |
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- | No log | 1.5556 | 42 | 1.1457 | 0.2836 | 1.1457 | 1.0704 |
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- | No log | 1.6296 | 44 | 1.1586 | 0.2300 | 1.1586 | 1.0764 |
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- | No log | 1.7037 | 46 | 1.2374 | 0.1950 | 1.2374 | 1.1124 |
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- | No log | 1.7778 | 48 | 1.4895 | 0.1327 | 1.4895 | 1.2205 |
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- | No log | 1.8519 | 50 | 1.3902 | 0.2303 | 1.3902 | 1.1791 |
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- | No log | 1.9259 | 52 | 1.1347 | 0.1986 | 1.1347 | 1.0652 |
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- | No log | 2.0 | 54 | 1.1058 | 0.1977 | 1.1058 | 1.0516 |
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- | No log | 2.0741 | 56 | 1.1487 | 0.1986 | 1.1487 | 1.0718 |
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- | No log | 2.1481 | 58 | 1.5287 | 0.1416 | 1.5287 | 1.2364 |
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- | No log | 2.2222 | 60 | 2.3210 | 0.0603 | 2.3210 | 1.5235 |
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- | No log | 2.2963 | 62 | 2.4526 | 0.0867 | 2.4526 | 1.5661 |
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- | No log | 2.3704 | 64 | 1.9722 | 0.1670 | 1.9722 | 1.4044 |
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- | No log | 2.4444 | 66 | 1.4276 | 0.1035 | 1.4276 | 1.1948 |
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- | No log | 2.5185 | 68 | 1.3169 | 0.1197 | 1.3169 | 1.1476 |
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- | No log | 2.5926 | 70 | 1.2041 | 0.2617 | 1.2041 | 1.0973 |
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- | No log | 2.6667 | 72 | 1.2123 | 0.1944 | 1.2123 | 1.1011 |
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- | No log | 2.7407 | 74 | 1.3285 | 0.1663 | 1.3285 | 1.1526 |
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- | No log | 2.8148 | 76 | 1.3869 | 0.1063 | 1.3869 | 1.1777 |
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- | No log | 2.8889 | 78 | 1.4052 | 0.2694 | 1.4052 | 1.1854 |
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- | No log | 2.9630 | 80 | 1.2498 | 0.2357 | 1.2498 | 1.1179 |
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- | No log | 3.0370 | 82 | 1.2382 | 0.3487 | 1.2382 | 1.1128 |
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- | No log | 3.1111 | 84 | 1.2335 | 0.2278 | 1.2335 | 1.1106 |
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- | No log | 3.1852 | 86 | 1.2227 | 0.2674 | 1.2227 | 1.1058 |
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- | No log | 3.2593 | 88 | 1.2064 | 0.2651 | 1.2064 | 1.0984 |
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- | No log | 3.3333 | 90 | 1.1172 | 0.3711 | 1.1172 | 1.0570 |
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- | No log | 3.4074 | 92 | 1.1044 | 0.3711 | 1.1044 | 1.0509 |
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- | No log | 3.4815 | 94 | 1.0960 | 0.2920 | 1.0960 | 1.0469 |
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- | No log | 3.5556 | 96 | 1.0841 | 0.2920 | 1.0841 | 1.0412 |
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- | No log | 3.6296 | 98 | 1.0925 | 0.2560 | 1.0925 | 1.0452 |
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- | No log | 3.7037 | 100 | 1.1810 | 0.2396 | 1.1810 | 1.0867 |
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- | No log | 3.7778 | 102 | 1.3472 | 0.2198 | 1.3472 | 1.1607 |
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- | No log | 3.8519 | 104 | 1.3584 | 0.2980 | 1.3584 | 1.1655 |
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- | No log | 3.9259 | 106 | 1.2187 | 0.2417 | 1.2187 | 1.1039 |
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- | No log | 4.0 | 108 | 1.3011 | 0.2610 | 1.3011 | 1.1407 |
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- | No log | 4.0741 | 110 | 1.3714 | 0.2552 | 1.3714 | 1.1711 |
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- | No log | 4.1481 | 112 | 1.2557 | 0.2539 | 1.2557 | 1.1206 |
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- | No log | 4.2222 | 114 | 1.2805 | 0.2900 | 1.2805 | 1.1316 |
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- | No log | 4.2963 | 116 | 1.3011 | 0.2514 | 1.3011 | 1.1407 |
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- | No log | 4.3704 | 118 | 1.5645 | 0.1529 | 1.5645 | 1.2508 |
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- | No log | 4.4444 | 120 | 1.7437 | 0.0399 | 1.7437 | 1.3205 |
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- | No log | 4.5185 | 122 | 1.4496 | 0.1768 | 1.4496 | 1.2040 |
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- | No log | 4.5926 | 124 | 1.3258 | 0.1803 | 1.3258 | 1.1514 |
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- | No log | 4.6667 | 126 | 1.3937 | 0.2301 | 1.3937 | 1.1805 |
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- | No log | 4.7407 | 128 | 1.3169 | 0.2518 | 1.3169 | 1.1476 |
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- | No log | 4.8148 | 130 | 1.2863 | 0.2647 | 1.2863 | 1.1341 |
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- | No log | 4.8889 | 132 | 1.1520 | 0.0787 | 1.1520 | 1.0733 |
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- | No log | 4.9630 | 134 | 1.0937 | 0.1722 | 1.0937 | 1.0458 |
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- | No log | 5.0370 | 136 | 1.1191 | 0.1039 | 1.1191 | 1.0579 |
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- | No log | 5.1111 | 138 | 1.2385 | 0.2280 | 1.2385 | 1.1129 |
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- | No log | 5.1852 | 140 | 1.1661 | 0.2518 | 1.1661 | 1.0799 |
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- | No log | 5.2593 | 142 | 1.0637 | 0.1067 | 1.0637 | 1.0314 |
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- | No log | 5.3333 | 144 | 1.0907 | 0.1683 | 1.0907 | 1.0444 |
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- | No log | 5.4074 | 146 | 1.1505 | 0.1627 | 1.1505 | 1.0726 |
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- | No log | 5.4815 | 148 | 1.2417 | 0.2466 | 1.2417 | 1.1143 |
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- | No log | 5.5556 | 150 | 1.1978 | 0.2037 | 1.1978 | 1.0944 |
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- | No log | 5.6296 | 152 | 1.2829 | 0.2997 | 1.2829 | 1.1327 |
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- | No log | 5.7037 | 154 | 1.3572 | 0.2863 | 1.3572 | 1.1650 |
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- | No log | 5.7778 | 156 | 1.2393 | 0.1402 | 1.2393 | 1.1133 |
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- | No log | 5.8519 | 158 | 1.2144 | 0.1966 | 1.2144 | 1.1020 |
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- | No log | 5.9259 | 160 | 1.2241 | 0.2310 | 1.2241 | 1.1064 |
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- | No log | 6.0 | 162 | 1.2372 | 0.1899 | 1.2372 | 1.1123 |
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- | No log | 6.0741 | 164 | 1.4189 | 0.2915 | 1.4189 | 1.1912 |
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- | No log | 6.1481 | 166 | 1.5122 | 0.2694 | 1.5122 | 1.2297 |
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- | No log | 6.2222 | 168 | 1.2559 | 0.2477 | 1.2559 | 1.1207 |
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- | No log | 6.2963 | 170 | 1.1369 | 0.2743 | 1.1369 | 1.0662 |
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- | No log | 6.3704 | 172 | 1.2161 | 0.2440 | 1.2161 | 1.1028 |
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- | No log | 6.4444 | 174 | 1.2033 | 0.2440 | 1.2033 | 1.0970 |
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- | No log | 6.5185 | 176 | 1.1244 | 0.2019 | 1.1244 | 1.0604 |
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- | No log | 6.5926 | 178 | 1.4696 | 0.2272 | 1.4696 | 1.2123 |
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- | No log | 6.6667 | 180 | 1.8978 | 0.0818 | 1.8978 | 1.3776 |
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- | No log | 6.7407 | 182 | 1.7770 | 0.1291 | 1.7770 | 1.3330 |
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- | No log | 6.8148 | 184 | 1.4050 | 0.2599 | 1.4050 | 1.1853 |
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- | No log | 6.8889 | 186 | 1.2184 | 0.1990 | 1.2184 | 1.1038 |
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- | No log | 6.9630 | 188 | 1.2276 | 0.1051 | 1.2276 | 1.1080 |
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- | No log | 7.0370 | 190 | 1.2537 | 0.1704 | 1.2537 | 1.1197 |
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- | No log | 7.1111 | 192 | 1.4139 | 0.2015 | 1.4139 | 1.1891 |
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- | No log | 7.1852 | 194 | 1.5627 | 0.1600 | 1.5627 | 1.2501 |
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- | No log | 7.2593 | 196 | 1.5001 | 0.1992 | 1.5001 | 1.2248 |
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- | No log | 7.3333 | 198 | 1.2739 | 0.1436 | 1.2739 | 1.1287 |
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- | No log | 7.4074 | 200 | 1.2050 | 0.1723 | 1.2050 | 1.0977 |
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- | No log | 7.4815 | 202 | 1.2322 | 0.2135 | 1.2322 | 1.1101 |
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- | No log | 7.5556 | 204 | 1.2757 | 0.1517 | 1.2757 | 1.1295 |
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- | No log | 7.6296 | 206 | 1.4244 | 0.1740 | 1.4244 | 1.1935 |
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- | No log | 7.7037 | 208 | 1.4359 | 0.1740 | 1.4359 | 1.1983 |
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- | No log | 7.7778 | 210 | 1.2803 | 0.1554 | 1.2803 | 1.1315 |
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- | No log | 7.8519 | 212 | 1.2459 | 0.1466 | 1.2459 | 1.1162 |
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- | No log | 7.9259 | 214 | 1.2483 | 0.0934 | 1.2483 | 1.1173 |
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- | No log | 8.0 | 216 | 1.3285 | 0.1758 | 1.3285 | 1.1526 |
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- | No log | 8.0741 | 218 | 1.5029 | 0.2198 | 1.5029 | 1.2259 |
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- | No log | 8.1481 | 220 | 1.5184 | 0.1644 | 1.5184 | 1.2322 |
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- | No log | 8.2222 | 222 | 1.4029 | 0.1447 | 1.4029 | 1.1844 |
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- | No log | 8.2963 | 224 | 1.3634 | 0.1557 | 1.3634 | 1.1676 |
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- | No log | 8.3704 | 226 | 1.3164 | 0.0857 | 1.3164 | 1.1473 |
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- | No log | 8.4444 | 228 | 1.3421 | 0.1735 | 1.3421 | 1.1585 |
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- | No log | 8.5185 | 230 | 1.3873 | 0.2350 | 1.3873 | 1.1778 |
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- | No log | 8.5926 | 232 | 1.5185 | 0.1591 | 1.5185 | 1.2323 |
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- | No log | 8.6667 | 234 | 1.6431 | 0.1820 | 1.6431 | 1.2818 |
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- | No log | 8.7407 | 236 | 1.6228 | 0.1730 | 1.6228 | 1.2739 |
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- | No log | 8.8148 | 238 | 1.4245 | 0.2063 | 1.4245 | 1.1935 |
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- | No log | 8.8889 | 240 | 1.1728 | 0.2980 | 1.1728 | 1.0830 |
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- | No log | 8.9630 | 242 | 1.0868 | 0.2991 | 1.0868 | 1.0425 |
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- | No log | 9.0370 | 244 | 1.1319 | 0.2239 | 1.1319 | 1.0639 |
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- | No log | 9.1111 | 246 | 1.0483 | 0.1755 | 1.0483 | 1.0239 |
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- | No log | 9.1852 | 248 | 1.0408 | 0.3004 | 1.0408 | 1.0202 |
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- | No log | 9.2593 | 250 | 1.2224 | 0.3121 | 1.2224 | 1.1056 |
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- | No log | 9.3333 | 252 | 1.2853 | 0.3005 | 1.2853 | 1.1337 |
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- | No log | 9.4074 | 254 | 1.1630 | 0.2997 | 1.1630 | 1.0784 |
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- | No log | 9.4815 | 256 | 1.0903 | 0.3072 | 1.0903 | 1.0442 |
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- | No log | 9.5556 | 258 | 1.1186 | 0.3788 | 1.1186 | 1.0576 |
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- | No log | 9.6296 | 260 | 1.1056 | 0.3365 | 1.1056 | 1.0515 |
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- | No log | 9.7037 | 262 | 1.0892 | 0.3365 | 1.0892 | 1.0436 |
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- | No log | 9.7778 | 264 | 1.0646 | 0.3378 | 1.0646 | 1.0318 |
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- | No log | 9.8519 | 266 | 1.0576 | 0.3427 | 1.0576 | 1.0284 |
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- | No log | 9.9259 | 268 | 1.0669 | 0.3149 | 1.0669 | 1.0329 |
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- | No log | 10.0 | 270 | 1.0823 | 0.3093 | 1.0823 | 1.0404 |
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- | No log | 10.0741 | 272 | 1.0933 | 0.2740 | 1.0933 | 1.0456 |
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- | No log | 10.1481 | 274 | 1.1257 | 0.2011 | 1.1257 | 1.0610 |
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- | No log | 10.2222 | 276 | 1.2412 | 0.2404 | 1.2412 | 1.1141 |
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- | No log | 10.2963 | 278 | 1.2290 | 0.2259 | 1.2290 | 1.1086 |
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- | No log | 10.3704 | 280 | 1.1843 | 0.2341 | 1.1843 | 1.0882 |
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- | No log | 10.4444 | 282 | 1.1482 | 0.2432 | 1.1482 | 1.0716 |
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- | No log | 10.5185 | 284 | 1.1731 | 0.3029 | 1.1731 | 1.0831 |
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- | No log | 10.5926 | 286 | 1.1401 | 0.2379 | 1.1401 | 1.0678 |
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- | No log | 10.6667 | 288 | 1.1862 | 0.2140 | 1.1862 | 1.0891 |
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- | No log | 10.7407 | 290 | 1.2711 | 0.2486 | 1.2711 | 1.1274 |
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- | No log | 10.8148 | 292 | 1.2386 | 0.2694 | 1.2386 | 1.1129 |
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- | No log | 10.8889 | 294 | 1.1797 | 0.2299 | 1.1797 | 1.0861 |
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- | No log | 10.9630 | 296 | 1.1720 | 0.2482 | 1.1720 | 1.0826 |
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- | No log | 11.0370 | 298 | 1.1677 | 0.3262 | 1.1677 | 1.0806 |
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- | No log | 11.1111 | 300 | 1.1397 | 0.2747 | 1.1397 | 1.0675 |
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- | No log | 11.1852 | 302 | 1.0702 | 0.2242 | 1.0702 | 1.0345 |
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- | No log | 11.2593 | 304 | 1.1012 | 0.2380 | 1.1012 | 1.0494 |
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- | No log | 11.3333 | 306 | 1.1764 | 0.2486 | 1.1764 | 1.0846 |
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- | No log | 11.4074 | 308 | 1.2287 | 0.2431 | 1.2287 | 1.1085 |
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- | No log | 11.4815 | 310 | 1.3025 | 0.1986 | 1.3025 | 1.1413 |
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- | No log | 11.5556 | 312 | 1.2879 | 0.2226 | 1.2879 | 1.1348 |
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- | No log | 11.6296 | 314 | 1.2796 | 0.2310 | 1.2796 | 1.1312 |
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- | No log | 11.7037 | 316 | 1.2696 | 0.1097 | 1.2696 | 1.1268 |
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- | No log | 11.7778 | 318 | 1.2703 | 0.2206 | 1.2703 | 1.1271 |
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- | No log | 11.8519 | 320 | 1.2404 | 0.2626 | 1.2404 | 1.1137 |
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- | No log | 11.9259 | 322 | 1.2183 | 0.2626 | 1.2183 | 1.1038 |
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- | No log | 12.0 | 324 | 1.2070 | 0.2647 | 1.2070 | 1.0986 |
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- | No log | 12.0741 | 326 | 1.1737 | 0.2496 | 1.1737 | 1.0834 |
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- | No log | 12.1481 | 328 | 1.1335 | 0.1864 | 1.1335 | 1.0646 |
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- | No log | 12.2222 | 330 | 1.1256 | 0.2454 | 1.1256 | 1.0609 |
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- | No log | 12.2963 | 332 | 1.1200 | 0.2068 | 1.1200 | 1.0583 |
218
- | No log | 12.3704 | 334 | 1.1233 | 0.2222 | 1.1233 | 1.0599 |
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- | No log | 12.4444 | 336 | 1.2076 | 0.2801 | 1.2076 | 1.0989 |
220
- | No log | 12.5185 | 338 | 1.2813 | 0.3193 | 1.2813 | 1.1319 |
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- | No log | 12.5926 | 340 | 1.2019 | 0.2864 | 1.2019 | 1.0963 |
222
- | No log | 12.6667 | 342 | 1.1167 | 0.1704 | 1.1167 | 1.0567 |
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- | No log | 12.7407 | 344 | 1.1041 | 0.1696 | 1.1041 | 1.0508 |
224
- | No log | 12.8148 | 346 | 1.1109 | 0.1992 | 1.1109 | 1.0540 |
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- | No log | 12.8889 | 348 | 1.1147 | 0.2454 | 1.1147 | 1.0558 |
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- | No log | 12.9630 | 350 | 1.1354 | 0.1975 | 1.1354 | 1.0655 |
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- | No log | 13.0370 | 352 | 1.1584 | 0.2485 | 1.1584 | 1.0763 |
228
- | No log | 13.1111 | 354 | 1.1989 | 0.2371 | 1.1989 | 1.0949 |
229
- | No log | 13.1852 | 356 | 1.2053 | 0.2371 | 1.2053 | 1.0979 |
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- | No log | 13.2593 | 358 | 1.1945 | 0.2371 | 1.1945 | 1.0929 |
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- | No log | 13.3333 | 360 | 1.1466 | 0.1468 | 1.1466 | 1.0708 |
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- | No log | 13.4074 | 362 | 1.1408 | 0.1239 | 1.1408 | 1.0681 |
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- | No log | 13.4815 | 364 | 1.1537 | 0.1126 | 1.1537 | 1.0741 |
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- | No log | 13.5556 | 366 | 1.1643 | 0.2023 | 1.1643 | 1.0790 |
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- | No log | 13.6296 | 368 | 1.1961 | 0.2690 | 1.1961 | 1.0936 |
236
- | No log | 13.7037 | 370 | 1.1453 | 0.2097 | 1.1453 | 1.0702 |
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- | No log | 13.7778 | 372 | 1.1331 | 0.1371 | 1.1331 | 1.0645 |
238
- | No log | 13.8519 | 374 | 1.1481 | 0.1840 | 1.1481 | 1.0715 |
239
- | No log | 13.9259 | 376 | 1.1744 | 0.1481 | 1.1744 | 1.0837 |
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- | No log | 14.0 | 378 | 1.2608 | 0.2973 | 1.2608 | 1.1229 |
241
- | No log | 14.0741 | 380 | 1.3113 | 0.2539 | 1.3113 | 1.1451 |
242
- | No log | 14.1481 | 382 | 1.2639 | 0.1507 | 1.2639 | 1.1242 |
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- | No log | 14.2222 | 384 | 1.2525 | 0.1493 | 1.2525 | 1.1191 |
244
- | No log | 14.2963 | 386 | 1.2336 | 0.1833 | 1.2336 | 1.1107 |
245
- | No log | 14.3704 | 388 | 1.1837 | 0.2432 | 1.1837 | 1.0880 |
246
- | No log | 14.4444 | 390 | 1.1303 | 0.1857 | 1.1303 | 1.0631 |
247
- | No log | 14.5185 | 392 | 1.1435 | 0.0900 | 1.1435 | 1.0693 |
248
- | No log | 14.5926 | 394 | 1.2442 | 0.2069 | 1.2442 | 1.1154 |
249
- | No log | 14.6667 | 396 | 1.3019 | 0.1805 | 1.3019 | 1.1410 |
250
- | No log | 14.7407 | 398 | 1.2788 | 0.2671 | 1.2788 | 1.1309 |
251
- | No log | 14.8148 | 400 | 1.1933 | 0.1928 | 1.1933 | 1.0924 |
252
- | No log | 14.8889 | 402 | 1.1672 | 0.1928 | 1.1672 | 1.0804 |
253
- | No log | 14.9630 | 404 | 1.1592 | 0.1928 | 1.1592 | 1.0766 |
254
- | No log | 15.0370 | 406 | 1.2056 | 0.2069 | 1.2056 | 1.0980 |
255
- | No log | 15.1111 | 408 | 1.2929 | 0.1745 | 1.2929 | 1.1371 |
256
- | No log | 15.1852 | 410 | 1.2471 | 0.2668 | 1.2471 | 1.1167 |
257
- | No log | 15.2593 | 412 | 1.1590 | 0.2311 | 1.1590 | 1.0766 |
258
- | No log | 15.3333 | 414 | 1.1076 | 0.2176 | 1.1076 | 1.0524 |
259
- | No log | 15.4074 | 416 | 1.0897 | 0.2300 | 1.0897 | 1.0439 |
260
- | No log | 15.4815 | 418 | 1.0620 | 0.2629 | 1.0620 | 1.0305 |
261
- | No log | 15.5556 | 420 | 1.0677 | 0.2245 | 1.0677 | 1.0333 |
262
- | No log | 15.6296 | 422 | 1.1195 | 0.2069 | 1.1195 | 1.0581 |
263
- | No log | 15.7037 | 424 | 1.1121 | 0.1735 | 1.1121 | 1.0546 |
264
- | No log | 15.7778 | 426 | 1.1007 | 0.2697 | 1.1007 | 1.0492 |
265
- | No log | 15.8519 | 428 | 1.1329 | 0.2679 | 1.1329 | 1.0644 |
266
- | No log | 15.9259 | 430 | 1.1435 | 0.2679 | 1.1435 | 1.0693 |
267
- | No log | 16.0 | 432 | 1.1501 | 0.2697 | 1.1501 | 1.0724 |
268
- | No log | 16.0741 | 434 | 1.1620 | 0.2439 | 1.1620 | 1.0780 |
269
- | No log | 16.1481 | 436 | 1.1866 | 0.2140 | 1.1866 | 1.0893 |
270
- | No log | 16.2222 | 438 | 1.1948 | 0.1735 | 1.1948 | 1.0931 |
271
- | No log | 16.2963 | 440 | 1.1712 | 0.1888 | 1.1712 | 1.0822 |
272
- | No log | 16.3704 | 442 | 1.1297 | 0.1505 | 1.1297 | 1.0629 |
273
- | No log | 16.4444 | 444 | 1.1428 | 0.2159 | 1.1428 | 1.0690 |
274
- | No log | 16.5185 | 446 | 1.1640 | 0.2252 | 1.1640 | 1.0789 |
275
- | No log | 16.5926 | 448 | 1.1654 | 0.2159 | 1.1654 | 1.0795 |
276
- | No log | 16.6667 | 450 | 1.1718 | 0.1722 | 1.1718 | 1.0825 |
277
- | No log | 16.7407 | 452 | 1.2098 | 0.1801 | 1.2098 | 1.0999 |
278
- | No log | 16.8148 | 454 | 1.1935 | 0.2073 | 1.1935 | 1.0925 |
279
- | No log | 16.8889 | 456 | 1.1535 | 0.1361 | 1.1535 | 1.0740 |
280
- | No log | 16.9630 | 458 | 1.1597 | 0.2393 | 1.1597 | 1.0769 |
281
- | No log | 17.0370 | 460 | 1.1781 | 0.2432 | 1.1781 | 1.0854 |
282
- | No log | 17.1111 | 462 | 1.1679 | 0.2312 | 1.1679 | 1.0807 |
283
- | No log | 17.1852 | 464 | 1.1680 | 0.1095 | 1.1680 | 1.0807 |
284
- | No log | 17.2593 | 466 | 1.2701 | 0.1171 | 1.2701 | 1.1270 |
285
- | No log | 17.3333 | 468 | 1.2991 | 0.1546 | 1.2991 | 1.1398 |
286
- | No log | 17.4074 | 470 | 1.2341 | 0.1801 | 1.2341 | 1.1109 |
287
- | No log | 17.4815 | 472 | 1.2176 | 0.1864 | 1.2176 | 1.1034 |
288
- | No log | 17.5556 | 474 | 1.2284 | 0.1567 | 1.2284 | 1.1083 |
289
- | No log | 17.6296 | 476 | 1.2235 | 0.1505 | 1.2235 | 1.1061 |
290
- | No log | 17.7037 | 478 | 1.2076 | 0.2393 | 1.2076 | 1.0989 |
291
- | No log | 17.7778 | 480 | 1.1985 | 0.1755 | 1.1985 | 1.0948 |
292
- | No log | 17.8519 | 482 | 1.1727 | 0.1408 | 1.1727 | 1.0829 |
293
- | No log | 17.9259 | 484 | 1.1552 | 0.1408 | 1.1552 | 1.0748 |
294
- | No log | 18.0 | 486 | 1.1382 | 0.1707 | 1.1382 | 1.0669 |
295
- | No log | 18.0741 | 488 | 1.1264 | 0.0890 | 1.1264 | 1.0613 |
296
- | No log | 18.1481 | 490 | 1.1522 | 0.2151 | 1.1522 | 1.0734 |
297
- | No log | 18.2222 | 492 | 1.2385 | 0.2239 | 1.2385 | 1.1129 |
298
- | No log | 18.2963 | 494 | 1.2515 | 0.2293 | 1.2515 | 1.1187 |
299
- | No log | 18.3704 | 496 | 1.1736 | 0.0916 | 1.1736 | 1.0833 |
300
- | No log | 18.4444 | 498 | 1.1394 | 0.1698 | 1.1394 | 1.0674 |
301
- | 0.2961 | 18.5185 | 500 | 1.1369 | 0.1217 | 1.1369 | 1.0662 |
302
- | 0.2961 | 18.5926 | 502 | 1.1669 | 0.2336 | 1.1669 | 1.0802 |
303
- | 0.2961 | 18.6667 | 504 | 1.1833 | 0.1715 | 1.1833 | 1.0878 |
304
- | 0.2961 | 18.7407 | 506 | 1.2082 | 0.1299 | 1.2082 | 1.0992 |
305
- | 0.2961 | 18.8148 | 508 | 1.2560 | 0.1483 | 1.2560 | 1.1207 |
306
- | 0.2961 | 18.8889 | 510 | 1.2950 | 0.1145 | 1.2950 | 1.1380 |
307
- | 0.2961 | 18.9630 | 512 | 1.2757 | 0.0648 | 1.2757 | 1.1295 |
308
- | 0.2961 | 19.0370 | 514 | 1.2150 | 0.0951 | 1.2150 | 1.1023 |
309
- | 0.2961 | 19.1111 | 516 | 1.2014 | 0.1786 | 1.2014 | 1.0961 |
310
- | 0.2961 | 19.1852 | 518 | 1.1945 | 0.1994 | 1.1945 | 1.0929 |
311
- | 0.2961 | 19.2593 | 520 | 1.1825 | 0.1662 | 1.1825 | 1.0874 |
312
- | 0.2961 | 19.3333 | 522 | 1.1837 | 0.1067 | 1.1837 | 1.0880 |
313
- | 0.2961 | 19.4074 | 524 | 1.1960 | 0.1733 | 1.1960 | 1.0936 |
314
- | 0.2961 | 19.4815 | 526 | 1.2066 | 0.1733 | 1.2066 | 1.0985 |
315
- | 0.2961 | 19.5556 | 528 | 1.1939 | 0.1319 | 1.1939 | 1.0927 |
316
- | 0.2961 | 19.6296 | 530 | 1.1945 | 0.1040 | 1.1945 | 1.0929 |
317
- | 0.2961 | 19.7037 | 532 | 1.2010 | 0.1319 | 1.2010 | 1.0959 |
318
- | 0.2961 | 19.7778 | 534 | 1.2139 | 0.1206 | 1.2139 | 1.1018 |
319
- | 0.2961 | 19.8519 | 536 | 1.2087 | 0.1319 | 1.2087 | 1.0994 |
320
- | 0.2961 | 19.9259 | 538 | 1.2224 | 0.1557 | 1.2224 | 1.1056 |
321
- | 0.2961 | 20.0 | 540 | 1.2283 | 0.1305 | 1.2283 | 1.1083 |
322
- | 0.2961 | 20.0741 | 542 | 1.2267 | 0.1305 | 1.2267 | 1.1075 |
323
- | 0.2961 | 20.1481 | 544 | 1.1990 | 0.1319 | 1.1990 | 1.0950 |
324
- | 0.2961 | 20.2222 | 546 | 1.1951 | 0.1683 | 1.1951 | 1.0932 |
325
- | 0.2961 | 20.2963 | 548 | 1.1668 | 0.0980 | 1.1668 | 1.0802 |
326
- | 0.2961 | 20.3704 | 550 | 1.1606 | 0.0980 | 1.1606 | 1.0773 |
327
- | 0.2961 | 20.4444 | 552 | 1.1731 | 0.1009 | 1.1731 | 1.0831 |
328
- | 0.2961 | 20.5185 | 554 | 1.1744 | 0.0980 | 1.1744 | 1.0837 |
329
- | 0.2961 | 20.5926 | 556 | 1.1747 | 0.0831 | 1.1747 | 1.0838 |
330
 
331
 
332
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k7_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k7_task5_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: 0.9621
19
+ - Qwk: 0.2441
20
+ - Mse: 0.9621
21
+ - Rmse: 0.9809
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0606 | 2 | 4.1836 | -0.0087 | 4.1836 | 2.0454 |
53
+ | No log | 0.1212 | 4 | 2.9631 | -0.0169 | 2.9631 | 1.7214 |
54
+ | No log | 0.1818 | 6 | 1.6719 | 0.0198 | 1.6719 | 1.2930 |
55
+ | No log | 0.2424 | 8 | 1.0752 | 0.1918 | 1.0752 | 1.0369 |
56
+ | No log | 0.3030 | 10 | 1.0535 | 0.1908 | 1.0535 | 1.0264 |
57
+ | No log | 0.3636 | 12 | 1.4145 | -0.0777 | 1.4145 | 1.1893 |
58
+ | No log | 0.4242 | 14 | 1.5873 | 0.0085 | 1.5873 | 1.2599 |
59
+ | No log | 0.4848 | 16 | 1.4464 | 0.0085 | 1.4464 | 1.2027 |
60
+ | No log | 0.5455 | 18 | 1.2543 | 0.0523 | 1.2543 | 1.1200 |
61
+ | No log | 0.6061 | 20 | 1.0174 | 0.2288 | 1.0174 | 1.0087 |
62
+ | No log | 0.6667 | 22 | 1.1062 | 0.1740 | 1.1062 | 1.0518 |
63
+ | No log | 0.7273 | 24 | 1.1710 | 0.0579 | 1.1710 | 1.0821 |
64
+ | No log | 0.7879 | 26 | 1.0410 | 0.2187 | 1.0410 | 1.0203 |
65
+ | No log | 0.8485 | 28 | 1.0377 | 0.1589 | 1.0377 | 1.0187 |
66
+ | No log | 0.9091 | 30 | 1.2955 | 0.1114 | 1.2955 | 1.1382 |
67
+ | No log | 0.9697 | 32 | 1.6258 | 0.0778 | 1.6258 | 1.2751 |
68
+ | No log | 1.0303 | 34 | 1.6258 | 0.0778 | 1.6258 | 1.2751 |
69
+ | No log | 1.0909 | 36 | 1.3947 | 0.0256 | 1.3947 | 1.1810 |
70
+ | No log | 1.1515 | 38 | 1.1026 | 0.2221 | 1.1026 | 1.0500 |
71
+ | No log | 1.2121 | 40 | 0.9799 | 0.3134 | 0.9799 | 0.9899 |
72
+ | No log | 1.2727 | 42 | 0.9824 | 0.3314 | 0.9824 | 0.9912 |
73
+ | No log | 1.3333 | 44 | 1.0060 | 0.1821 | 1.0060 | 1.0030 |
74
+ | No log | 1.3939 | 46 | 1.0861 | 0.2520 | 1.0861 | 1.0422 |
75
+ | No log | 1.4545 | 48 | 1.2301 | 0.1810 | 1.2301 | 1.1091 |
76
+ | No log | 1.5152 | 50 | 1.2303 | 0.1433 | 1.2303 | 1.1092 |
77
+ | No log | 1.5758 | 52 | 1.2770 | 0.1310 | 1.2770 | 1.1300 |
78
+ | No log | 1.6364 | 54 | 1.3110 | 0.0946 | 1.3110 | 1.1450 |
79
+ | No log | 1.6970 | 56 | 1.2395 | 0.1433 | 1.2395 | 1.1133 |
80
+ | No log | 1.7576 | 58 | 1.1942 | 0.1995 | 1.1942 | 1.0928 |
81
+ | No log | 1.8182 | 60 | 1.1275 | 0.1416 | 1.1275 | 1.0618 |
82
+ | No log | 1.8788 | 62 | 1.2282 | 0.1290 | 1.2282 | 1.1082 |
83
+ | No log | 1.9394 | 64 | 1.2675 | 0.1283 | 1.2675 | 1.1258 |
84
+ | No log | 2.0 | 66 | 1.3745 | 0.1168 | 1.3745 | 1.1724 |
85
+ | No log | 2.0606 | 68 | 1.3266 | 0.1168 | 1.3266 | 1.1518 |
86
+ | No log | 2.1212 | 70 | 1.1316 | 0.2163 | 1.1316 | 1.0638 |
87
+ | No log | 2.1818 | 72 | 1.0716 | 0.2038 | 1.0716 | 1.0352 |
88
+ | No log | 2.2424 | 74 | 1.1342 | 0.2045 | 1.1342 | 1.0650 |
89
+ | No log | 2.3030 | 76 | 1.3031 | 0.2041 | 1.3031 | 1.1415 |
90
+ | No log | 2.3636 | 78 | 1.2623 | 0.2596 | 1.2623 | 1.1235 |
91
+ | No log | 2.4242 | 80 | 1.2103 | 0.2687 | 1.2103 | 1.1001 |
92
+ | No log | 2.4848 | 82 | 1.1883 | 0.1818 | 1.1883 | 1.0901 |
93
+ | No log | 2.5455 | 84 | 1.2400 | 0.2612 | 1.2400 | 1.1135 |
94
+ | No log | 2.6061 | 86 | 1.1902 | 0.3169 | 1.1902 | 1.0909 |
95
+ | No log | 2.6667 | 88 | 1.1525 | 0.2440 | 1.1525 | 1.0735 |
96
+ | No log | 2.7273 | 90 | 1.1614 | 0.2097 | 1.1614 | 1.0777 |
97
+ | No log | 2.7879 | 92 | 1.2023 | 0.1960 | 1.2023 | 1.0965 |
98
+ | No log | 2.8485 | 94 | 1.2448 | 0.2187 | 1.2448 | 1.1157 |
99
+ | No log | 2.9091 | 96 | 1.3535 | 0.2343 | 1.3535 | 1.1634 |
100
+ | No log | 2.9697 | 98 | 1.3901 | 0.2288 | 1.3901 | 1.1790 |
101
+ | No log | 3.0303 | 100 | 1.3681 | 0.2288 | 1.3681 | 1.1697 |
102
+ | No log | 3.0909 | 102 | 1.2138 | 0.2669 | 1.2138 | 1.1017 |
103
+ | No log | 3.1515 | 104 | 1.1932 | 0.2934 | 1.1932 | 1.0924 |
104
+ | No log | 3.2121 | 106 | 1.2344 | 0.2761 | 1.2344 | 1.1110 |
105
+ | No log | 3.2727 | 108 | 1.4385 | 0.0285 | 1.4385 | 1.1994 |
106
+ | No log | 3.3333 | 110 | 1.3863 | 0.0640 | 1.3863 | 1.1774 |
107
+ | No log | 3.3939 | 112 | 1.1583 | 0.2040 | 1.1583 | 1.0762 |
108
+ | No log | 3.4545 | 114 | 1.1327 | 0.3106 | 1.1327 | 1.0643 |
109
+ | No log | 3.5152 | 116 | 1.2725 | 0.3326 | 1.2725 | 1.1281 |
110
+ | No log | 3.5758 | 118 | 1.1982 | 0.2417 | 1.1982 | 1.0946 |
111
+ | No log | 3.6364 | 120 | 1.3672 | 0.0323 | 1.3672 | 1.1693 |
112
+ | No log | 3.6970 | 122 | 1.6171 | -0.0525 | 1.6171 | 1.2716 |
113
+ | No log | 3.7576 | 124 | 1.6478 | -0.0741 | 1.6478 | 1.2837 |
114
+ | No log | 3.8182 | 126 | 1.4711 | 0.0419 | 1.4711 | 1.2129 |
115
+ | No log | 3.8788 | 128 | 1.1910 | 0.2417 | 1.1910 | 1.0913 |
116
+ | No log | 3.9394 | 130 | 1.1381 | 0.1935 | 1.1381 | 1.0668 |
117
+ | No log | 4.0 | 132 | 1.1479 | 0.3152 | 1.1479 | 1.0714 |
118
+ | No log | 4.0606 | 134 | 1.2736 | 0.1967 | 1.2736 | 1.1285 |
119
+ | No log | 4.1212 | 136 | 1.4660 | 0.1076 | 1.4660 | 1.2108 |
120
+ | No log | 4.1818 | 138 | 1.4656 | 0.1405 | 1.4656 | 1.2106 |
121
+ | No log | 4.2424 | 140 | 1.3045 | 0.1736 | 1.3045 | 1.1422 |
122
+ | No log | 4.3030 | 142 | 1.0897 | 0.3275 | 1.0897 | 1.0439 |
123
+ | No log | 4.3636 | 144 | 1.0823 | 0.4007 | 1.0823 | 1.0403 |
124
+ | No log | 4.4242 | 146 | 1.2558 | 0.3413 | 1.2558 | 1.1206 |
125
+ | No log | 4.4848 | 148 | 1.1925 | 0.3528 | 1.1925 | 1.0920 |
126
+ | No log | 4.5455 | 150 | 1.0350 | 0.2697 | 1.0350 | 1.0174 |
127
+ | No log | 4.6061 | 152 | 1.0757 | 0.2909 | 1.0757 | 1.0372 |
128
+ | No log | 4.6667 | 154 | 1.1394 | 0.2628 | 1.1394 | 1.0674 |
129
+ | No log | 4.7273 | 156 | 1.0477 | 0.3826 | 1.0477 | 1.0236 |
130
+ | No log | 4.7879 | 158 | 0.9905 | 0.3113 | 0.9905 | 0.9952 |
131
+ | No log | 4.8485 | 160 | 0.9904 | 0.3503 | 0.9904 | 0.9952 |
132
+ | No log | 4.9091 | 162 | 0.9731 | 0.3678 | 0.9731 | 0.9865 |
133
+ | No log | 4.9697 | 164 | 0.9610 | 0.4374 | 0.9610 | 0.9803 |
134
+ | No log | 5.0303 | 166 | 0.9501 | 0.3908 | 0.9501 | 0.9747 |
135
+ | No log | 5.0909 | 168 | 0.9486 | 0.4248 | 0.9486 | 0.9740 |
136
+ | No log | 5.1515 | 170 | 0.9679 | 0.4726 | 0.9679 | 0.9838 |
137
+ | No log | 5.2121 | 172 | 1.0296 | 0.3675 | 1.0296 | 1.0147 |
138
+ | No log | 5.2727 | 174 | 1.0847 | 0.3556 | 1.0847 | 1.0415 |
139
+ | No log | 5.3333 | 176 | 0.9700 | 0.4379 | 0.9700 | 0.9849 |
140
+ | No log | 5.3939 | 178 | 0.8898 | 0.4434 | 0.8898 | 0.9433 |
141
+ | No log | 5.4545 | 180 | 0.8802 | 0.4705 | 0.8802 | 0.9382 |
142
+ | No log | 5.5152 | 182 | 0.9117 | 0.4273 | 0.9117 | 0.9548 |
143
+ | No log | 5.5758 | 184 | 1.0231 | 0.3913 | 1.0231 | 1.0115 |
144
+ | No log | 5.6364 | 186 | 1.0347 | 0.3913 | 1.0347 | 1.0172 |
145
+ | No log | 5.6970 | 188 | 0.9233 | 0.3657 | 0.9233 | 0.9609 |
146
+ | No log | 5.7576 | 190 | 0.8940 | 0.4105 | 0.8940 | 0.9455 |
147
+ | No log | 5.8182 | 192 | 0.8956 | 0.4105 | 0.8956 | 0.9464 |
148
+ | No log | 5.8788 | 194 | 0.9129 | 0.4073 | 0.9129 | 0.9555 |
149
+ | No log | 5.9394 | 196 | 0.9146 | 0.3820 | 0.9146 | 0.9564 |
150
+ | No log | 6.0 | 198 | 0.9053 | 0.4130 | 0.9053 | 0.9515 |
151
+ | No log | 6.0606 | 200 | 0.9219 | 0.4249 | 0.9219 | 0.9601 |
152
+ | No log | 6.1212 | 202 | 0.9147 | 0.4221 | 0.9147 | 0.9564 |
153
+ | No log | 6.1818 | 204 | 0.9159 | 0.3398 | 0.9159 | 0.9570 |
154
+ | No log | 6.2424 | 206 | 0.9486 | 0.3510 | 0.9486 | 0.9740 |
155
+ | No log | 6.3030 | 208 | 0.9267 | 0.3897 | 0.9267 | 0.9626 |
156
+ | No log | 6.3636 | 210 | 0.8890 | 0.4065 | 0.8890 | 0.9429 |
157
+ | No log | 6.4242 | 212 | 0.8837 | 0.4856 | 0.8837 | 0.9400 |
158
+ | No log | 6.4848 | 214 | 0.8876 | 0.4657 | 0.8876 | 0.9421 |
159
+ | No log | 6.5455 | 216 | 0.8790 | 0.4856 | 0.8790 | 0.9375 |
160
+ | No log | 6.6061 | 218 | 0.8697 | 0.4578 | 0.8697 | 0.9326 |
161
+ | No log | 6.6667 | 220 | 0.8904 | 0.3860 | 0.8904 | 0.9436 |
162
+ | No log | 6.7273 | 222 | 0.9506 | 0.3298 | 0.9506 | 0.9750 |
163
+ | No log | 6.7879 | 224 | 0.9459 | 0.3008 | 0.9459 | 0.9726 |
164
+ | No log | 6.8485 | 226 | 0.9156 | 0.3188 | 0.9156 | 0.9569 |
165
+ | No log | 6.9091 | 228 | 0.8861 | 0.3915 | 0.8861 | 0.9413 |
166
+ | No log | 6.9697 | 230 | 0.8880 | 0.4180 | 0.8880 | 0.9424 |
167
+ | No log | 7.0303 | 232 | 0.9146 | 0.4106 | 0.9146 | 0.9564 |
168
+ | No log | 7.0909 | 234 | 1.0193 | 0.3787 | 1.0193 | 1.0096 |
169
+ | No log | 7.1515 | 236 | 1.0404 | 0.3787 | 1.0404 | 1.0200 |
170
+ | No log | 7.2121 | 238 | 0.9575 | 0.2819 | 0.9575 | 0.9785 |
171
+ | No log | 7.2727 | 240 | 0.9176 | 0.2316 | 0.9176 | 0.9579 |
172
+ | No log | 7.3333 | 242 | 0.9236 | 0.3023 | 0.9236 | 0.9611 |
173
+ | No log | 7.3939 | 244 | 0.9112 | 0.2880 | 0.9112 | 0.9545 |
174
+ | No log | 7.4545 | 246 | 0.9104 | 0.2579 | 0.9104 | 0.9541 |
175
+ | No log | 7.5152 | 248 | 0.9629 | 0.2721 | 0.9629 | 0.9813 |
176
+ | No log | 7.5758 | 250 | 0.9820 | 0.2336 | 0.9820 | 0.9910 |
177
+ | No log | 7.6364 | 252 | 0.9983 | 0.2128 | 0.9983 | 0.9991 |
178
+ | No log | 7.6970 | 254 | 0.9541 | 0.2480 | 0.9541 | 0.9768 |
179
+ | No log | 7.7576 | 256 | 0.9381 | 0.2993 | 0.9381 | 0.9686 |
180
+ | No log | 7.8182 | 258 | 0.9483 | 0.2787 | 0.9483 | 0.9738 |
181
+ | No log | 7.8788 | 260 | 0.9611 | 0.2676 | 0.9611 | 0.9803 |
182
+ | No log | 7.9394 | 262 | 0.9660 | 0.2092 | 0.9660 | 0.9828 |
183
+ | No log | 8.0 | 264 | 0.9687 | 0.2092 | 0.9687 | 0.9842 |
184
+ | No log | 8.0606 | 266 | 0.9737 | 0.2448 | 0.9737 | 0.9868 |
185
+ | No log | 8.1212 | 268 | 0.9805 | 0.2448 | 0.9805 | 0.9902 |
186
+ | No log | 8.1818 | 270 | 1.0183 | 0.3023 | 1.0183 | 1.0091 |
187
+ | No log | 8.2424 | 272 | 1.0296 | 0.2857 | 1.0296 | 1.0147 |
188
+ | No log | 8.3030 | 274 | 1.0400 | 0.2857 | 1.0400 | 1.0198 |
189
+ | No log | 8.3636 | 276 | 1.0449 | 0.2472 | 1.0449 | 1.0222 |
190
+ | No log | 8.4242 | 278 | 1.0398 | 0.2472 | 1.0398 | 1.0197 |
191
+ | No log | 8.4848 | 280 | 1.0343 | 0.2472 | 1.0343 | 1.0170 |
192
+ | No log | 8.5455 | 282 | 1.0287 | 0.2713 | 1.0287 | 1.0142 |
193
+ | No log | 8.6061 | 284 | 1.0264 | 0.3076 | 1.0264 | 1.0131 |
194
+ | No log | 8.6667 | 286 | 1.0306 | 0.2785 | 1.0306 | 1.0152 |
195
+ | No log | 8.7273 | 288 | 1.0286 | 0.2424 | 1.0286 | 1.0142 |
196
+ | No log | 8.7879 | 290 | 1.0155 | 0.2763 | 1.0155 | 1.0077 |
197
+ | No log | 8.8485 | 292 | 1.0107 | 0.1623 | 1.0107 | 1.0053 |
198
+ | No log | 8.9091 | 294 | 1.0138 | 0.1885 | 1.0138 | 1.0069 |
199
+ | No log | 8.9697 | 296 | 1.0140 | 0.2579 | 1.0140 | 1.0070 |
200
+ | No log | 9.0303 | 298 | 1.0074 | 0.1987 | 1.0074 | 1.0037 |
201
+ | No log | 9.0909 | 300 | 1.0311 | 0.2352 | 1.0311 | 1.0154 |
202
+ | No log | 9.1515 | 302 | 1.0030 | 0.2639 | 1.0030 | 1.0015 |
203
+ | No log | 9.2121 | 304 | 0.9903 | 0.2639 | 0.9903 | 0.9952 |
204
+ | No log | 9.2727 | 306 | 0.9926 | 0.2639 | 0.9926 | 0.9963 |
205
+ | No log | 9.3333 | 308 | 0.9959 | 0.2057 | 0.9959 | 0.9980 |
206
+ | No log | 9.3939 | 310 | 1.0216 | 0.2654 | 1.0216 | 1.0107 |
207
+ | No log | 9.4545 | 312 | 1.0165 | 0.2351 | 1.0165 | 1.0082 |
208
+ | No log | 9.5152 | 314 | 1.0436 | 0.3101 | 1.0436 | 1.0216 |
209
+ | No log | 9.5758 | 316 | 1.0322 | 0.3216 | 1.0322 | 1.0160 |
210
+ | No log | 9.6364 | 318 | 1.0241 | 0.2931 | 1.0241 | 1.0120 |
211
+ | No log | 9.6970 | 320 | 1.0230 | 0.3338 | 1.0230 | 1.0115 |
212
+ | No log | 9.7576 | 322 | 0.9785 | 0.3112 | 0.9785 | 0.9892 |
213
+ | No log | 9.8182 | 324 | 0.9996 | 0.3181 | 0.9996 | 0.9998 |
214
+ | No log | 9.8788 | 326 | 1.0581 | 0.3277 | 1.0581 | 1.0286 |
215
+ | No log | 9.9394 | 328 | 1.0753 | 0.3028 | 1.0753 | 1.0369 |
216
+ | No log | 10.0 | 330 | 1.0248 | 0.3001 | 1.0248 | 1.0123 |
217
+ | No log | 10.0606 | 332 | 1.0129 | 0.2424 | 1.0129 | 1.0064 |
218
+ | No log | 10.1212 | 334 | 1.0087 | 0.2879 | 1.0087 | 1.0043 |
219
+ | No log | 10.1818 | 336 | 1.0034 | 0.2716 | 1.0034 | 1.0017 |
220
+ | No log | 10.2424 | 338 | 1.0068 | 0.3160 | 1.0068 | 1.0034 |
221
+ | No log | 10.3030 | 340 | 1.0057 | 0.2923 | 1.0057 | 1.0028 |
222
+ | No log | 10.3636 | 342 | 1.0251 | 0.2759 | 1.0251 | 1.0125 |
223
+ | No log | 10.4242 | 344 | 1.0211 | 0.2616 | 1.0211 | 1.0105 |
224
+ | No log | 10.4848 | 346 | 0.9915 | 0.2341 | 0.9915 | 0.9957 |
225
+ | No log | 10.5455 | 348 | 0.9852 | 0.2663 | 0.9852 | 0.9926 |
226
+ | No log | 10.6061 | 350 | 0.9877 | 0.2268 | 0.9877 | 0.9938 |
227
+ | No log | 10.6667 | 352 | 1.0201 | 0.2902 | 1.0201 | 1.0100 |
228
+ | No log | 10.7273 | 354 | 1.0081 | 0.2376 | 1.0081 | 1.0041 |
229
+ | No log | 10.7879 | 356 | 0.9580 | 0.3299 | 0.9580 | 0.9788 |
230
+ | No log | 10.8485 | 358 | 0.9674 | 0.3184 | 0.9674 | 0.9835 |
231
+ | No log | 10.9091 | 360 | 0.9805 | 0.3072 | 0.9805 | 0.9902 |
232
+ | No log | 10.9697 | 362 | 0.9862 | 0.4215 | 0.9862 | 0.9931 |
233
+ | No log | 11.0303 | 364 | 1.0859 | 0.3377 | 1.0859 | 1.0421 |
234
+ | No log | 11.0909 | 366 | 1.1645 | 0.3383 | 1.1645 | 1.0791 |
235
+ | No log | 11.1515 | 368 | 1.1177 | 0.3269 | 1.1177 | 1.0572 |
236
+ | No log | 11.2121 | 370 | 1.0094 | 0.3986 | 1.0094 | 1.0047 |
237
+ | No log | 11.2727 | 372 | 0.9968 | 0.2602 | 0.9968 | 0.9984 |
238
+ | No log | 11.3333 | 374 | 1.0001 | 0.2900 | 1.0001 | 1.0001 |
239
+ | No log | 11.3939 | 376 | 1.0023 | 0.2716 | 1.0023 | 1.0011 |
240
+ | No log | 11.4545 | 378 | 1.0537 | 0.2689 | 1.0537 | 1.0265 |
241
+ | No log | 11.5152 | 380 | 1.0701 | 0.3142 | 1.0701 | 1.0345 |
242
+ | No log | 11.5758 | 382 | 1.0386 | 0.3001 | 1.0386 | 1.0191 |
243
+ | No log | 11.6364 | 384 | 0.9990 | 0.3222 | 0.9990 | 0.9995 |
244
+ | No log | 11.6970 | 386 | 0.9814 | 0.2812 | 0.9814 | 0.9907 |
245
+ | No log | 11.7576 | 388 | 0.9651 | 0.2667 | 0.9651 | 0.9824 |
246
+ | No log | 11.8182 | 390 | 0.9561 | 0.2974 | 0.9561 | 0.9778 |
247
+ | No log | 11.8788 | 392 | 0.9556 | 0.3914 | 0.9556 | 0.9776 |
248
+ | No log | 11.9394 | 394 | 0.9378 | 0.3781 | 0.9378 | 0.9684 |
249
+ | No log | 12.0 | 396 | 0.9364 | 0.3896 | 0.9364 | 0.9677 |
250
+ | No log | 12.0606 | 398 | 0.9359 | 0.3781 | 0.9359 | 0.9674 |
251
+ | No log | 12.1212 | 400 | 0.9326 | 0.3154 | 0.9326 | 0.9657 |
252
+ | No log | 12.1818 | 402 | 0.9346 | 0.3138 | 0.9346 | 0.9668 |
253
+ | No log | 12.2424 | 404 | 0.9379 | 0.3101 | 0.9379 | 0.9685 |
254
+ | No log | 12.3030 | 406 | 0.9177 | 0.3525 | 0.9177 | 0.9579 |
255
+ | No log | 12.3636 | 408 | 0.9177 | 0.3215 | 0.9177 | 0.9580 |
256
+ | No log | 12.4242 | 410 | 0.9209 | 0.3896 | 0.9208 | 0.9596 |
257
+ | No log | 12.4848 | 412 | 0.9346 | 0.3188 | 0.9346 | 0.9668 |
258
+ | No log | 12.5455 | 414 | 0.9399 | 0.3250 | 0.9399 | 0.9695 |
259
+ | No log | 12.6061 | 416 | 0.9312 | 0.2965 | 0.9312 | 0.9650 |
260
+ | No log | 12.6667 | 418 | 0.9312 | 0.2812 | 0.9312 | 0.9650 |
261
+ | No log | 12.7273 | 420 | 0.9601 | 0.2736 | 0.9601 | 0.9798 |
262
+ | No log | 12.7879 | 422 | 0.9657 | 0.3063 | 0.9657 | 0.9827 |
263
+ | No log | 12.8485 | 424 | 0.9366 | 0.2978 | 0.9366 | 0.9678 |
264
+ | No log | 12.9091 | 426 | 0.9291 | 0.3365 | 0.9291 | 0.9639 |
265
+ | No log | 12.9697 | 428 | 0.9491 | 0.2857 | 0.9491 | 0.9742 |
266
+ | No log | 13.0303 | 430 | 0.9632 | 0.2857 | 0.9632 | 0.9814 |
267
+ | No log | 13.0909 | 432 | 0.9418 | 0.2615 | 0.9418 | 0.9704 |
268
+ | No log | 13.1515 | 434 | 0.9466 | 0.2088 | 0.9466 | 0.9729 |
269
+ | No log | 13.2121 | 436 | 0.9606 | 0.3107 | 0.9606 | 0.9801 |
270
+ | No log | 13.2727 | 438 | 0.9419 | 0.2965 | 0.9419 | 0.9705 |
271
+ | No log | 13.3333 | 440 | 0.9243 | 0.2615 | 0.9243 | 0.9614 |
272
+ | No log | 13.3939 | 442 | 0.9570 | 0.2902 | 0.9570 | 0.9783 |
273
+ | No log | 13.4545 | 444 | 0.9559 | 0.2902 | 0.9559 | 0.9777 |
274
+ | No log | 13.5152 | 446 | 0.9200 | 0.3243 | 0.9200 | 0.9592 |
275
+ | No log | 13.5758 | 448 | 0.9032 | 0.3435 | 0.9032 | 0.9503 |
276
+ | No log | 13.6364 | 450 | 0.9146 | 0.3250 | 0.9146 | 0.9563 |
277
+ | No log | 13.6970 | 452 | 0.9012 | 0.2944 | 0.9012 | 0.9493 |
278
+ | No log | 13.7576 | 454 | 0.9008 | 0.3631 | 0.9008 | 0.9491 |
279
+ | No log | 13.8182 | 456 | 0.9285 | 0.3202 | 0.9285 | 0.9636 |
280
+ | No log | 13.8788 | 458 | 0.9691 | 0.3869 | 0.9691 | 0.9844 |
281
+ | No log | 13.9394 | 460 | 0.9677 | 0.4023 | 0.9677 | 0.9837 |
282
+ | No log | 14.0 | 462 | 0.9046 | 0.3622 | 0.9046 | 0.9511 |
283
+ | No log | 14.0606 | 464 | 0.8612 | 0.3876 | 0.8612 | 0.9280 |
284
+ | No log | 14.1212 | 466 | 0.8645 | 0.3857 | 0.8645 | 0.9298 |
285
+ | No log | 14.1818 | 468 | 0.8765 | 0.3280 | 0.8765 | 0.9362 |
286
+ | No log | 14.2424 | 470 | 0.8919 | 0.3403 | 0.8919 | 0.9444 |
287
+ | No log | 14.3030 | 472 | 0.9087 | 0.3403 | 0.9087 | 0.9533 |
288
+ | No log | 14.3636 | 474 | 0.9113 | 0.3129 | 0.9113 | 0.9546 |
289
+ | No log | 14.4242 | 476 | 0.8924 | 0.3403 | 0.8924 | 0.9447 |
290
+ | No log | 14.4848 | 478 | 0.8856 | 0.3713 | 0.8856 | 0.9410 |
291
+ | No log | 14.5455 | 480 | 0.8782 | 0.4485 | 0.8782 | 0.9371 |
292
+ | No log | 14.6061 | 482 | 0.8677 | 0.5103 | 0.8677 | 0.9315 |
293
+ | No log | 14.6667 | 484 | 0.8595 | 0.5232 | 0.8594 | 0.9271 |
294
+ | No log | 14.7273 | 486 | 0.8480 | 0.4422 | 0.8480 | 0.9209 |
295
+ | No log | 14.7879 | 488 | 0.8469 | 0.3680 | 0.8469 | 0.9203 |
296
+ | No log | 14.8485 | 490 | 0.8472 | 0.3676 | 0.8472 | 0.9204 |
297
+ | No log | 14.9091 | 492 | 0.8651 | 0.3695 | 0.8651 | 0.9301 |
298
+ | No log | 14.9697 | 494 | 0.8576 | 0.3695 | 0.8576 | 0.9261 |
299
+ | No log | 15.0303 | 496 | 0.8439 | 0.3059 | 0.8439 | 0.9186 |
300
+ | No log | 15.0909 | 498 | 0.8545 | 0.3680 | 0.8545 | 0.9244 |
301
+ | 0.3149 | 15.1515 | 500 | 0.8827 | 0.3365 | 0.8827 | 0.9395 |
302
+ | 0.3149 | 15.2121 | 502 | 0.9653 | 0.2441 | 0.9653 | 0.9825 |
303
+ | 0.3149 | 15.2727 | 504 | 1.0250 | 0.3243 | 1.0250 | 1.0124 |
304
+ | 0.3149 | 15.3333 | 506 | 0.9641 | 0.2441 | 0.9641 | 0.9819 |
305
+ | 0.3149 | 15.3939 | 508 | 0.8911 | 0.3059 | 0.8911 | 0.9440 |
306
+ | 0.3149 | 15.4545 | 510 | 0.8938 | 0.3737 | 0.8938 | 0.9454 |
307
+ | 0.3149 | 15.5152 | 512 | 0.8934 | 0.3301 | 0.8934 | 0.9452 |
308
+ | 0.3149 | 15.5758 | 514 | 0.8967 | 0.2787 | 0.8967 | 0.9469 |
309
+ | 0.3149 | 15.6364 | 516 | 0.9445 | 0.2441 | 0.9445 | 0.9718 |
310
+ | 0.3149 | 15.6970 | 518 | 0.9815 | 0.2441 | 0.9815 | 0.9907 |
311
+ | 0.3149 | 15.7576 | 520 | 0.9621 | 0.2441 | 0.9621 | 0.9809 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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313
 
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  ### Framework versions