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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k16_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k15_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k15_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.2455
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- - Qwk: 0.2180
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- - Mse: 1.2455
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- - Rmse: 1.1160
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  ## Model description
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@@ -49,275 +49,268 @@ 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 | 0.0370 | 2 | 4.4932 | 0.0010 | 4.4932 | 2.1197 |
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- | No log | 0.0741 | 4 | 2.4830 | 0.0202 | 2.4830 | 1.5757 |
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- | No log | 0.1111 | 6 | 1.7011 | 0.0372 | 1.7011 | 1.3043 |
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- | No log | 0.1481 | 8 | 1.5350 | 0.0372 | 1.5350 | 1.2390 |
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- | No log | 0.1852 | 10 | 1.3655 | 0.0538 | 1.3655 | 1.1685 |
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- | No log | 0.2222 | 12 | 1.4489 | 0.0275 | 1.4489 | 1.2037 |
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- | No log | 0.2593 | 14 | 1.6663 | -0.0066 | 1.6663 | 1.2908 |
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- | No log | 0.2963 | 16 | 1.5613 | 0.0104 | 1.5613 | 1.2495 |
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- | No log | 0.3333 | 18 | 1.4278 | 0.0838 | 1.4278 | 1.1949 |
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- | No log | 0.3704 | 20 | 1.3178 | 0.1314 | 1.3178 | 1.1480 |
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- | No log | 0.4074 | 22 | 1.1705 | 0.2245 | 1.1705 | 1.0819 |
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- | No log | 0.4444 | 24 | 1.0553 | 0.2835 | 1.0553 | 1.0273 |
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- | No log | 0.4815 | 26 | 1.0612 | 0.3195 | 1.0612 | 1.0302 |
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- | No log | 0.5185 | 28 | 1.1418 | 0.2589 | 1.1418 | 1.0685 |
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- | No log | 0.5556 | 30 | 1.4688 | 0.0575 | 1.4688 | 1.2119 |
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- | No log | 0.5926 | 32 | 1.8373 | 0.0041 | 1.8373 | 1.3555 |
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- | No log | 0.6296 | 34 | 1.8268 | 0.0198 | 1.8268 | 1.3516 |
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- | No log | 0.6667 | 36 | 1.6245 | 0.0222 | 1.6245 | 1.2746 |
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- | No log | 0.7037 | 38 | 1.3375 | 0.1165 | 1.3375 | 1.1565 |
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- | No log | 0.7407 | 40 | 1.3566 | 0.1346 | 1.3566 | 1.1647 |
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- | No log | 0.7778 | 42 | 1.3857 | 0.1076 | 1.3857 | 1.1771 |
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- | No log | 0.8148 | 44 | 1.4055 | 0.0512 | 1.4055 | 1.1855 |
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- | No log | 0.8519 | 46 | 1.3704 | 0.1404 | 1.3704 | 1.1707 |
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- | No log | 0.8889 | 48 | 1.3082 | 0.1715 | 1.3082 | 1.1438 |
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- | No log | 0.9259 | 50 | 1.3988 | 0.1288 | 1.3988 | 1.1827 |
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- | No log | 0.9630 | 52 | 1.4760 | 0.1199 | 1.4760 | 1.2149 |
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- | No log | 1.0 | 54 | 1.4272 | 0.1282 | 1.4272 | 1.1946 |
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- | No log | 1.0370 | 56 | 1.3496 | 0.1790 | 1.3496 | 1.1617 |
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- | No log | 1.0741 | 58 | 1.2668 | 0.2482 | 1.2668 | 1.1255 |
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- | No log | 1.1111 | 60 | 1.2826 | 0.1966 | 1.2826 | 1.1325 |
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- | No log | 1.1481 | 62 | 1.4471 | 0.1280 | 1.4471 | 1.2030 |
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- | No log | 1.1852 | 64 | 1.8253 | 0.0727 | 1.8253 | 1.3510 |
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- | No log | 1.2222 | 66 | 1.5437 | 0.1387 | 1.5437 | 1.2425 |
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- | No log | 1.2593 | 68 | 1.2616 | 0.1730 | 1.2616 | 1.1232 |
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- | No log | 1.2963 | 70 | 1.2382 | 0.1715 | 1.2382 | 1.1128 |
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- | No log | 1.3333 | 72 | 1.1897 | 0.2589 | 1.1897 | 1.0907 |
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- | No log | 1.3704 | 74 | 1.2599 | 0.1667 | 1.2599 | 1.1225 |
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- | No log | 1.4074 | 76 | 1.3474 | 0.1583 | 1.3474 | 1.1608 |
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- | No log | 1.4444 | 78 | 1.4153 | 0.1417 | 1.4153 | 1.1897 |
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- | No log | 1.4815 | 80 | 1.1897 | 0.3476 | 1.1897 | 1.0907 |
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- | No log | 1.5185 | 82 | 1.1266 | 0.2988 | 1.1266 | 1.0614 |
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- | No log | 1.5556 | 84 | 1.1061 | 0.3650 | 1.1061 | 1.0517 |
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- | No log | 1.5926 | 86 | 1.1427 | 0.2664 | 1.1427 | 1.0690 |
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- | No log | 1.6296 | 88 | 1.3118 | 0.1815 | 1.3118 | 1.1454 |
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- | No log | 1.6667 | 90 | 1.6315 | 0.1068 | 1.6315 | 1.2773 |
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- | No log | 1.7037 | 92 | 1.6484 | 0.1379 | 1.6484 | 1.2839 |
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- | No log | 1.7407 | 94 | 1.5906 | 0.1469 | 1.5906 | 1.2612 |
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- | No log | 1.7778 | 96 | 1.4747 | 0.1851 | 1.4747 | 1.2144 |
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- | No log | 1.8148 | 98 | 1.2170 | 0.2035 | 1.2170 | 1.1032 |
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- | No log | 1.8519 | 100 | 1.1917 | 0.2276 | 1.1917 | 1.0917 |
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- | No log | 1.8889 | 102 | 1.3398 | 0.1821 | 1.3398 | 1.1575 |
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- | No log | 1.9259 | 104 | 1.2799 | 0.2337 | 1.2799 | 1.1313 |
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- | No log | 1.9630 | 106 | 1.3236 | 0.2585 | 1.3236 | 1.1505 |
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- | No log | 2.0 | 108 | 1.4107 | 0.2437 | 1.4107 | 1.1877 |
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- | No log | 2.0370 | 110 | 1.3048 | 0.2412 | 1.3048 | 1.1423 |
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- | No log | 2.0741 | 112 | 1.2692 | 0.2613 | 1.2692 | 1.1266 |
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- | No log | 2.1111 | 114 | 1.1898 | 0.3445 | 1.1898 | 1.0908 |
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- | No log | 2.1481 | 116 | 1.2156 | 0.2953 | 1.2156 | 1.1025 |
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- | No log | 2.1852 | 118 | 1.2748 | 0.3033 | 1.2748 | 1.1291 |
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- | No log | 2.2222 | 120 | 1.2299 | 0.3191 | 1.2299 | 1.1090 |
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- | No log | 2.2593 | 122 | 1.3327 | 0.3218 | 1.3327 | 1.1544 |
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- | No log | 2.2963 | 124 | 1.3438 | 0.2569 | 1.3438 | 1.1592 |
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- | No log | 2.3333 | 126 | 1.2850 | 0.3472 | 1.2850 | 1.1336 |
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- | No log | 2.3704 | 128 | 1.1841 | 0.2956 | 1.1841 | 1.0882 |
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- | No log | 2.4074 | 130 | 1.2246 | 0.3159 | 1.2246 | 1.1066 |
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- | No log | 2.4444 | 132 | 1.2334 | 0.3076 | 1.2334 | 1.1106 |
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- | No log | 2.4815 | 134 | 1.2582 | 0.2835 | 1.2582 | 1.1217 |
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- | No log | 2.5185 | 136 | 1.1888 | 0.3882 | 1.1888 | 1.0903 |
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- | No log | 2.5556 | 138 | 1.1836 | 0.3882 | 1.1836 | 1.0879 |
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- | No log | 2.5926 | 140 | 1.3475 | 0.2552 | 1.3475 | 1.1608 |
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- | No log | 2.6296 | 142 | 1.3903 | 0.3590 | 1.3903 | 1.1791 |
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- | No log | 2.6667 | 144 | 1.3920 | 0.3108 | 1.3920 | 1.1798 |
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- | No log | 2.7037 | 146 | 1.2383 | 0.2515 | 1.2383 | 1.1128 |
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- | No log | 2.7407 | 148 | 1.2645 | 0.3016 | 1.2645 | 1.1245 |
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- | No log | 2.7778 | 150 | 1.3132 | 0.2728 | 1.3132 | 1.1459 |
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- | No log | 2.8148 | 152 | 1.3492 | 0.2665 | 1.3492 | 1.1616 |
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- | No log | 2.8519 | 154 | 1.4301 | 0.2779 | 1.4301 | 1.1959 |
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- | No log | 2.8889 | 156 | 1.9282 | 0.1492 | 1.9282 | 1.3886 |
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- | No log | 2.9259 | 158 | 2.1795 | 0.1028 | 2.1795 | 1.4763 |
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- | No log | 2.9630 | 160 | 1.7259 | 0.1386 | 1.7259 | 1.3137 |
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- | No log | 3.0 | 162 | 1.2743 | 0.2827 | 1.2743 | 1.1288 |
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- | No log | 3.0370 | 164 | 1.2381 | 0.2200 | 1.2381 | 1.1127 |
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- | No log | 3.0741 | 166 | 1.2039 | 0.2221 | 1.2039 | 1.0972 |
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- | No log | 3.1111 | 168 | 1.2496 | 0.2827 | 1.2496 | 1.1179 |
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- | No log | 3.1481 | 170 | 1.3331 | 0.2570 | 1.3331 | 1.1546 |
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- | No log | 3.1852 | 172 | 1.2357 | 0.2851 | 1.2357 | 1.1116 |
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- | No log | 3.2222 | 174 | 1.1448 | 0.2792 | 1.1448 | 1.0699 |
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- | No log | 3.2593 | 176 | 1.1428 | 0.3534 | 1.1428 | 1.0690 |
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- | No log | 3.2963 | 178 | 1.2828 | 0.3096 | 1.2828 | 1.1326 |
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- | No log | 3.3333 | 180 | 1.4519 | 0.2197 | 1.4519 | 1.2049 |
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- | No log | 3.3704 | 182 | 1.3711 | 0.2405 | 1.3711 | 1.1709 |
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- | No log | 3.4074 | 184 | 1.2817 | 0.1880 | 1.2817 | 1.1321 |
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- | No log | 3.4444 | 186 | 1.2355 | 0.3100 | 1.2355 | 1.1115 |
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- | No log | 3.4815 | 188 | 1.2402 | 0.1821 | 1.2402 | 1.1136 |
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- | No log | 3.5185 | 190 | 1.2467 | 0.1872 | 1.2467 | 1.1165 |
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- | No log | 3.5556 | 192 | 1.3428 | 0.2384 | 1.3428 | 1.1588 |
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- | No log | 3.5926 | 194 | 1.4217 | 0.2035 | 1.4217 | 1.1923 |
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- | No log | 3.6296 | 196 | 1.4919 | 0.1734 | 1.4919 | 1.2215 |
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- | No log | 3.6667 | 198 | 1.5308 | 0.2094 | 1.5308 | 1.2373 |
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- | No log | 3.7037 | 200 | 1.4824 | 0.1725 | 1.4824 | 1.2175 |
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- | No log | 3.7407 | 202 | 1.3258 | 0.1980 | 1.3258 | 1.1514 |
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- | No log | 3.7778 | 204 | 1.3344 | 0.1872 | 1.3344 | 1.1552 |
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- | No log | 3.8148 | 206 | 1.5382 | 0.0709 | 1.5382 | 1.2402 |
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- | No log | 3.8519 | 208 | 1.6394 | 0.0719 | 1.6394 | 1.2804 |
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- | No log | 3.8889 | 210 | 1.6854 | 0.0961 | 1.6854 | 1.2982 |
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- | No log | 3.9259 | 212 | 1.7265 | 0.1127 | 1.7265 | 1.3140 |
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- | No log | 3.9630 | 214 | 1.5348 | 0.0693 | 1.5348 | 1.2389 |
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- | No log | 4.0 | 216 | 1.5837 | 0.0903 | 1.5837 | 1.2584 |
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- | No log | 4.0370 | 218 | 1.6459 | 0.0938 | 1.6459 | 1.2829 |
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- | No log | 4.0741 | 220 | 1.4969 | 0.0741 | 1.4969 | 1.2235 |
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- | No log | 4.1111 | 222 | 1.3604 | 0.1354 | 1.3604 | 1.1663 |
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- | No log | 4.1481 | 224 | 1.4557 | 0.0655 | 1.4557 | 1.2065 |
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- | No log | 4.1852 | 226 | 1.6375 | 0.1758 | 1.6375 | 1.2797 |
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- | No log | 4.2222 | 228 | 1.4754 | 0.0655 | 1.4754 | 1.2147 |
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- | No log | 4.2593 | 230 | 1.2580 | 0.1758 | 1.2580 | 1.1216 |
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- | No log | 4.2963 | 232 | 1.2255 | 0.2451 | 1.2255 | 1.1070 |
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- | No log | 4.3333 | 234 | 1.2083 | 0.2254 | 1.2083 | 1.0992 |
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- | No log | 4.3704 | 236 | 1.3159 | 0.2019 | 1.3159 | 1.1471 |
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- | No log | 4.4074 | 238 | 1.4886 | 0.2264 | 1.4886 | 1.2201 |
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- | No log | 4.4444 | 240 | 1.4396 | 0.2301 | 1.4396 | 1.1998 |
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- | No log | 4.4815 | 242 | 1.4273 | 0.2545 | 1.4273 | 1.1947 |
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- | No log | 4.5185 | 244 | 1.2777 | 0.2405 | 1.2777 | 1.1303 |
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- | No log | 4.5556 | 246 | 1.1942 | 0.2110 | 1.1942 | 1.0928 |
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- | No log | 4.5926 | 248 | 1.2177 | 0.2338 | 1.2177 | 1.1035 |
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- | No log | 4.6296 | 250 | 1.3480 | 0.2496 | 1.3480 | 1.1610 |
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- | No log | 4.6667 | 252 | 1.4387 | 0.2133 | 1.4387 | 1.1995 |
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- | No log | 4.7037 | 254 | 1.3488 | 0.2270 | 1.3488 | 1.1614 |
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- | No log | 4.7407 | 256 | 1.2725 | 0.2576 | 1.2725 | 1.1280 |
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- | No log | 4.7778 | 258 | 1.2826 | 0.2379 | 1.2826 | 1.1325 |
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- | No log | 4.8148 | 260 | 1.4321 | 0.2373 | 1.4321 | 1.1967 |
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- | No log | 4.8519 | 262 | 1.6507 | 0.1844 | 1.6507 | 1.2848 |
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- | No log | 4.8889 | 264 | 1.5438 | 0.2523 | 1.5438 | 1.2425 |
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- | No log | 4.9259 | 266 | 1.2927 | 0.2149 | 1.2927 | 1.1370 |
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- | No log | 4.9630 | 268 | 1.1655 | 0.2647 | 1.1655 | 1.0796 |
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- | No log | 5.0 | 270 | 1.1470 | 0.2845 | 1.1470 | 1.0710 |
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- | No log | 5.0370 | 272 | 1.1207 | 0.2598 | 1.1207 | 1.0587 |
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- | No log | 5.0741 | 274 | 1.1113 | 0.3062 | 1.1113 | 1.0542 |
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- | No log | 5.1111 | 276 | 1.1863 | 0.3056 | 1.1863 | 1.0892 |
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- | No log | 5.1481 | 278 | 1.3035 | 0.3074 | 1.3035 | 1.1417 |
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- | No log | 5.1852 | 280 | 1.2183 | 0.2180 | 1.2183 | 1.1038 |
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- | No log | 5.2222 | 282 | 1.1369 | 0.2803 | 1.1369 | 1.0663 |
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- | No log | 5.2593 | 284 | 1.1567 | 0.2721 | 1.1567 | 1.0755 |
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- | No log | 5.2963 | 286 | 1.2137 | 0.3446 | 1.2137 | 1.1017 |
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- | No log | 5.3333 | 288 | 1.2488 | 0.2995 | 1.2488 | 1.1175 |
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- | No log | 5.3704 | 290 | 1.3176 | 0.2141 | 1.3176 | 1.1479 |
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- | No log | 5.4074 | 292 | 1.3930 | 0.2356 | 1.3930 | 1.1802 |
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- | No log | 5.4444 | 294 | 1.3582 | 0.2331 | 1.3582 | 1.1654 |
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- | No log | 5.4815 | 296 | 1.3227 | 0.2022 | 1.3227 | 1.1501 |
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- | No log | 5.5185 | 298 | 1.2885 | 0.2148 | 1.2885 | 1.1351 |
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- | No log | 5.5556 | 300 | 1.3195 | 0.1702 | 1.3195 | 1.1487 |
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- | No log | 5.5926 | 302 | 1.4057 | 0.1596 | 1.4057 | 1.1856 |
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- | No log | 5.6296 | 304 | 1.3287 | 0.1348 | 1.3287 | 1.1527 |
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- | No log | 5.6667 | 306 | 1.2366 | 0.3128 | 1.2366 | 1.1120 |
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- | No log | 5.7037 | 308 | 1.2179 | 0.2342 | 1.2179 | 1.1036 |
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- | No log | 5.7407 | 310 | 1.1989 | 0.2877 | 1.1989 | 1.0949 |
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- | No log | 5.7778 | 312 | 1.3198 | 0.1260 | 1.3198 | 1.1488 |
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- | No log | 5.8148 | 314 | 1.4402 | 0.1836 | 1.4402 | 1.2001 |
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- | No log | 5.8519 | 316 | 1.3616 | 0.1957 | 1.3616 | 1.1669 |
210
- | No log | 5.8889 | 318 | 1.2248 | 0.2127 | 1.2248 | 1.1067 |
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- | No log | 5.9259 | 320 | 1.2239 | 0.3168 | 1.2239 | 1.1063 |
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- | No log | 5.9630 | 322 | 1.2063 | 0.2614 | 1.2063 | 1.0983 |
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- | No log | 6.0 | 324 | 1.2520 | 0.1839 | 1.2520 | 1.1189 |
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- | No log | 6.0370 | 326 | 1.3316 | 0.2081 | 1.3316 | 1.1540 |
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- | No log | 6.0741 | 328 | 1.2823 | 0.1891 | 1.2823 | 1.1324 |
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- | No log | 6.1111 | 330 | 1.2196 | 0.2226 | 1.2196 | 1.1043 |
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- | No log | 6.1481 | 332 | 1.2437 | 0.2531 | 1.2437 | 1.1152 |
218
- | No log | 6.1852 | 334 | 1.2937 | 0.2011 | 1.2937 | 1.1374 |
219
- | No log | 6.2222 | 336 | 1.3619 | 0.2301 | 1.3619 | 1.1670 |
220
- | No log | 6.2593 | 338 | 1.5440 | 0.2647 | 1.5440 | 1.2426 |
221
- | No log | 6.2963 | 340 | 1.5798 | 0.2015 | 1.5798 | 1.2569 |
222
- | No log | 6.3333 | 342 | 1.3482 | 0.2335 | 1.3482 | 1.1611 |
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- | No log | 6.3704 | 344 | 1.2129 | 0.2108 | 1.2129 | 1.1013 |
224
- | No log | 6.4074 | 346 | 1.1481 | 0.2227 | 1.1481 | 1.0715 |
225
- | No log | 6.4444 | 348 | 1.1432 | 0.2971 | 1.1432 | 1.0692 |
226
- | No log | 6.4815 | 350 | 1.1397 | 0.2551 | 1.1397 | 1.0676 |
227
- | No log | 6.5185 | 352 | 1.1629 | 0.2148 | 1.1629 | 1.0784 |
228
- | No log | 6.5556 | 354 | 1.2562 | 0.2431 | 1.2562 | 1.1208 |
229
- | No log | 6.5926 | 356 | 1.3115 | 0.2779 | 1.3115 | 1.1452 |
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- | No log | 6.6296 | 358 | 1.2884 | 0.3011 | 1.2884 | 1.1351 |
231
- | No log | 6.6667 | 360 | 1.2797 | 0.3011 | 1.2797 | 1.1313 |
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- | No log | 6.7037 | 362 | 1.2319 | 0.2746 | 1.2319 | 1.1099 |
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- | No log | 6.7407 | 364 | 1.2730 | 0.2863 | 1.2730 | 1.1283 |
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- | No log | 6.7778 | 366 | 1.3479 | 0.2989 | 1.3479 | 1.1610 |
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- | No log | 6.8148 | 368 | 1.2799 | 0.2863 | 1.2799 | 1.1313 |
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- | No log | 6.8519 | 370 | 1.1671 | 0.3639 | 1.1671 | 1.0803 |
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- | No log | 6.8889 | 372 | 1.1399 | 0.2995 | 1.1399 | 1.0677 |
238
- | No log | 6.9259 | 374 | 1.1228 | 0.2877 | 1.1228 | 1.0596 |
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- | No log | 6.9630 | 376 | 1.1336 | 0.2389 | 1.1336 | 1.0647 |
240
- | No log | 7.0 | 378 | 1.1918 | 0.1950 | 1.1918 | 1.0917 |
241
- | No log | 7.0370 | 380 | 1.2386 | 0.2507 | 1.2386 | 1.1129 |
242
- | No log | 7.0741 | 382 | 1.2004 | 0.1950 | 1.2004 | 1.0956 |
243
- | No log | 7.1111 | 384 | 1.1323 | 0.1573 | 1.1323 | 1.0641 |
244
- | No log | 7.1481 | 386 | 1.1482 | 0.2459 | 1.1482 | 1.0716 |
245
- | No log | 7.1852 | 388 | 1.2194 | 0.2452 | 1.2194 | 1.1043 |
246
- | No log | 7.2222 | 390 | 1.4297 | 0.2570 | 1.4297 | 1.1957 |
247
- | No log | 7.2593 | 392 | 1.5473 | 0.1692 | 1.5473 | 1.2439 |
248
- | No log | 7.2963 | 394 | 1.5581 | 0.1454 | 1.5581 | 1.2482 |
249
- | No log | 7.3333 | 396 | 1.4405 | 0.2443 | 1.4405 | 1.2002 |
250
- | No log | 7.3704 | 398 | 1.2996 | 0.1753 | 1.2996 | 1.1400 |
251
- | No log | 7.4074 | 400 | 1.2620 | 0.1837 | 1.2620 | 1.1234 |
252
- | No log | 7.4444 | 402 | 1.2117 | 0.2098 | 1.2117 | 1.1008 |
253
- | No log | 7.4815 | 404 | 1.2070 | 0.1781 | 1.2070 | 1.0986 |
254
- | No log | 7.5185 | 406 | 1.2404 | 0.2159 | 1.2404 | 1.1137 |
255
- | No log | 7.5556 | 408 | 1.2644 | 0.2072 | 1.2644 | 1.1244 |
256
- | No log | 7.5926 | 410 | 1.2913 | 0.2378 | 1.2913 | 1.1364 |
257
- | No log | 7.6296 | 412 | 1.2525 | 0.2666 | 1.2525 | 1.1192 |
258
- | No log | 7.6667 | 414 | 1.2027 | 0.1921 | 1.2027 | 1.0967 |
259
- | No log | 7.7037 | 416 | 1.2188 | 0.2108 | 1.2188 | 1.1040 |
260
- | No log | 7.7407 | 418 | 1.2404 | 0.2296 | 1.2404 | 1.1137 |
261
- | No log | 7.7778 | 420 | 1.2230 | 0.1882 | 1.2230 | 1.1059 |
262
- | No log | 7.8148 | 422 | 1.2299 | 0.1882 | 1.2299 | 1.1090 |
263
- | No log | 7.8519 | 424 | 1.2457 | 0.1797 | 1.2457 | 1.1161 |
264
- | No log | 7.8889 | 426 | 1.2664 | 0.1862 | 1.2664 | 1.1253 |
265
- | No log | 7.9259 | 428 | 1.2062 | 0.2018 | 1.2062 | 1.0983 |
266
- | No log | 7.9630 | 430 | 1.1991 | 0.1595 | 1.1991 | 1.0950 |
267
- | No log | 8.0 | 432 | 1.2696 | 0.1912 | 1.2696 | 1.1268 |
268
- | No log | 8.0370 | 434 | 1.3719 | 0.1254 | 1.3719 | 1.1713 |
269
- | No log | 8.0741 | 436 | 1.3185 | 0.2100 | 1.3185 | 1.1483 |
270
- | No log | 8.1111 | 438 | 1.2166 | 0.2031 | 1.2166 | 1.1030 |
271
- | No log | 8.1481 | 440 | 1.1969 | 0.2323 | 1.1969 | 1.0940 |
272
- | No log | 8.1852 | 442 | 1.2614 | 0.2022 | 1.2614 | 1.1231 |
273
- | No log | 8.2222 | 444 | 1.3868 | 0.2143 | 1.3868 | 1.1776 |
274
- | No log | 8.2593 | 446 | 1.3426 | 0.1858 | 1.3426 | 1.1587 |
275
- | No log | 8.2963 | 448 | 1.2481 | 0.2514 | 1.2481 | 1.1172 |
276
- | No log | 8.3333 | 450 | 1.1948 | 0.2777 | 1.1948 | 1.0931 |
277
- | No log | 8.3704 | 452 | 1.1726 | 0.2769 | 1.1726 | 1.0829 |
278
- | No log | 8.4074 | 454 | 1.1527 | 0.2931 | 1.1527 | 1.0737 |
279
- | No log | 8.4444 | 456 | 1.1843 | 0.2340 | 1.1843 | 1.0882 |
280
- | No log | 8.4815 | 458 | 1.2866 | 0.2470 | 1.2866 | 1.1343 |
281
- | No log | 8.5185 | 460 | 1.2885 | 0.2218 | 1.2885 | 1.1351 |
282
- | No log | 8.5556 | 462 | 1.2077 | 0.2945 | 1.2077 | 1.0990 |
283
- | No log | 8.5926 | 464 | 1.1754 | 0.3034 | 1.1754 | 1.0841 |
284
- | No log | 8.6296 | 466 | 1.1683 | 0.3190 | 1.1683 | 1.0809 |
285
- | No log | 8.6667 | 468 | 1.2314 | 0.2384 | 1.2314 | 1.1097 |
286
- | No log | 8.7037 | 470 | 1.3783 | 0.2048 | 1.3783 | 1.1740 |
287
- | No log | 8.7407 | 472 | 1.3663 | 0.1734 | 1.3663 | 1.1689 |
288
- | No log | 8.7778 | 474 | 1.2904 | 0.1734 | 1.2904 | 1.1359 |
289
- | No log | 8.8148 | 476 | 1.2312 | 0.2209 | 1.2312 | 1.1096 |
290
- | No log | 8.8519 | 478 | 1.2279 | 0.2299 | 1.2279 | 1.1081 |
291
- | No log | 8.8889 | 480 | 1.2040 | 0.2056 | 1.2040 | 1.0973 |
292
- | No log | 8.9259 | 482 | 1.2092 | 0.2056 | 1.2092 | 1.0996 |
293
- | No log | 8.9630 | 484 | 1.2127 | 0.1592 | 1.2127 | 1.1012 |
294
- | No log | 9.0 | 486 | 1.1937 | 0.1873 | 1.1937 | 1.0926 |
295
- | No log | 9.0370 | 488 | 1.1954 | 0.1595 | 1.1954 | 1.0934 |
296
- | No log | 9.0741 | 490 | 1.2073 | 0.1540 | 1.2073 | 1.0988 |
297
- | No log | 9.1111 | 492 | 1.1955 | 0.1882 | 1.1955 | 1.0934 |
298
- | No log | 9.1481 | 494 | 1.1851 | 0.3336 | 1.1851 | 1.0886 |
299
- | No log | 9.1852 | 496 | 1.1790 | 0.3618 | 1.1790 | 1.0858 |
300
- | No log | 9.2222 | 498 | 1.1747 | 0.3379 | 1.1747 | 1.0838 |
301
- | 0.3189 | 9.2593 | 500 | 1.1836 | 0.2299 | 1.1836 | 1.0879 |
302
- | 0.3189 | 9.2963 | 502 | 1.2155 | 0.2577 | 1.2155 | 1.1025 |
303
- | 0.3189 | 9.3333 | 504 | 1.2336 | 0.2270 | 1.2336 | 1.1107 |
304
- | 0.3189 | 9.3704 | 506 | 1.2276 | 0.1632 | 1.2276 | 1.1080 |
305
- | 0.3189 | 9.4074 | 508 | 1.2205 | 0.1632 | 1.2205 | 1.1048 |
306
- | 0.3189 | 9.4444 | 510 | 1.1495 | 0.2624 | 1.1495 | 1.0722 |
307
- | 0.3189 | 9.4815 | 512 | 1.1129 | 0.3085 | 1.1129 | 1.0550 |
308
- | 0.3189 | 9.5185 | 514 | 1.1063 | 0.2661 | 1.1063 | 1.0518 |
309
- | 0.3189 | 9.5556 | 516 | 1.1129 | 0.2539 | 1.1129 | 1.0549 |
310
- | 0.3189 | 9.5926 | 518 | 1.2081 | 0.1996 | 1.2081 | 1.0991 |
311
- | 0.3189 | 9.6296 | 520 | 1.2893 | 0.2141 | 1.2893 | 1.1355 |
312
- | 0.3189 | 9.6667 | 522 | 1.2422 | 0.2091 | 1.2422 | 1.1146 |
313
- | 0.3189 | 9.7037 | 524 | 1.1391 | 0.2550 | 1.1391 | 1.0673 |
314
- | 0.3189 | 9.7407 | 526 | 1.1217 | 0.3468 | 1.1217 | 1.0591 |
315
- | 0.3189 | 9.7778 | 528 | 1.1277 | 0.2843 | 1.1277 | 1.0619 |
316
- | 0.3189 | 9.8148 | 530 | 1.1561 | 0.1728 | 1.1561 | 1.0752 |
317
- | 0.3189 | 9.8519 | 532 | 1.2293 | 0.1996 | 1.2293 | 1.1088 |
318
- | 0.3189 | 9.8889 | 534 | 1.2821 | 0.1815 | 1.2821 | 1.1323 |
319
- | 0.3189 | 9.9259 | 536 | 1.3166 | 0.1725 | 1.3166 | 1.1474 |
320
- | 0.3189 | 9.9630 | 538 | 1.2455 | 0.2180 | 1.2455 | 1.1160 |
321
 
322
 
323
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k16_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k16_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.9556
19
+ - Qwk: 0.3692
20
+ - Mse: 0.9556
21
+ - Rmse: 0.9775
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0345 | 2 | 4.8117 | -0.0020 | 4.8117 | 2.1936 |
53
+ | No log | 0.0690 | 4 | 2.7032 | 0.0329 | 2.7032 | 1.6442 |
54
+ | No log | 0.1034 | 6 | 1.9974 | -0.0575 | 1.9974 | 1.4133 |
55
+ | No log | 0.1379 | 8 | 1.6601 | 0.0062 | 1.6601 | 1.2884 |
56
+ | No log | 0.1724 | 10 | 1.5266 | 0.0062 | 1.5266 | 1.2356 |
57
+ | No log | 0.2069 | 12 | 1.5861 | 0.0372 | 1.5861 | 1.2594 |
58
+ | No log | 0.2414 | 14 | 1.5667 | 0.0227 | 1.5667 | 1.2517 |
59
+ | No log | 0.2759 | 16 | 1.6283 | 0.1060 | 1.6283 | 1.2760 |
60
+ | No log | 0.3103 | 18 | 1.7799 | 0.1169 | 1.7799 | 1.3341 |
61
+ | No log | 0.3448 | 20 | 1.6994 | 0.0925 | 1.6994 | 1.3036 |
62
+ | No log | 0.3793 | 22 | 1.6897 | 0.1169 | 1.6897 | 1.2999 |
63
+ | No log | 0.4138 | 24 | 1.5852 | 0.1248 | 1.5852 | 1.2590 |
64
+ | No log | 0.4483 | 26 | 1.6672 | 0.1557 | 1.6672 | 1.2912 |
65
+ | No log | 0.4828 | 28 | 1.8755 | 0.1544 | 1.8755 | 1.3695 |
66
+ | No log | 0.5172 | 30 | 1.5571 | 0.1540 | 1.5571 | 1.2479 |
67
+ | No log | 0.5517 | 32 | 1.1454 | 0.2736 | 1.1454 | 1.0702 |
68
+ | No log | 0.5862 | 34 | 0.9746 | 0.3704 | 0.9746 | 0.9872 |
69
+ | No log | 0.6207 | 36 | 0.9922 | 0.4093 | 0.9922 | 0.9961 |
70
+ | No log | 0.6552 | 38 | 1.0215 | 0.4198 | 1.0215 | 1.0107 |
71
+ | No log | 0.6897 | 40 | 1.0233 | 0.3590 | 1.0233 | 1.0116 |
72
+ | No log | 0.7241 | 42 | 1.0497 | 0.3679 | 1.0497 | 1.0245 |
73
+ | No log | 0.7586 | 44 | 1.2180 | 0.1708 | 1.2180 | 1.1036 |
74
+ | No log | 0.7931 | 46 | 1.2879 | 0.1251 | 1.2879 | 1.1348 |
75
+ | No log | 0.8276 | 48 | 1.3104 | 0.1278 | 1.3104 | 1.1447 |
76
+ | No log | 0.8621 | 50 | 1.7577 | -0.0208 | 1.7577 | 1.3258 |
77
+ | No log | 0.8966 | 52 | 1.8735 | -0.0016 | 1.8735 | 1.3688 |
78
+ | No log | 0.9310 | 54 | 1.3789 | 0.1663 | 1.3789 | 1.1743 |
79
+ | No log | 0.9655 | 56 | 1.1933 | 0.3692 | 1.1933 | 1.0924 |
80
+ | No log | 1.0 | 58 | 1.0214 | 0.3409 | 1.0214 | 1.0106 |
81
+ | No log | 1.0345 | 60 | 0.9670 | 0.3409 | 0.9670 | 0.9834 |
82
+ | No log | 1.0690 | 62 | 0.9922 | 0.3452 | 0.9922 | 0.9961 |
83
+ | No log | 1.1034 | 64 | 1.1079 | 0.2915 | 1.1079 | 1.0526 |
84
+ | No log | 1.1379 | 66 | 1.1836 | 0.1722 | 1.1836 | 1.0879 |
85
+ | No log | 1.1724 | 68 | 1.3852 | 0.1553 | 1.3852 | 1.1769 |
86
+ | No log | 1.2069 | 70 | 1.2870 | 0.1535 | 1.2870 | 1.1344 |
87
+ | No log | 1.2414 | 72 | 1.0767 | 0.1655 | 1.0767 | 1.0376 |
88
+ | No log | 1.2759 | 74 | 1.1307 | 0.1979 | 1.1307 | 1.0633 |
89
+ | No log | 1.3103 | 76 | 1.4725 | 0.2521 | 1.4725 | 1.2135 |
90
+ | No log | 1.3448 | 78 | 1.8049 | 0.2599 | 1.8049 | 1.3434 |
91
+ | No log | 1.3793 | 80 | 1.5817 | 0.3092 | 1.5817 | 1.2577 |
92
+ | No log | 1.4138 | 82 | 1.3520 | 0.2298 | 1.3520 | 1.1627 |
93
+ | No log | 1.4483 | 84 | 1.2536 | 0.1979 | 1.2536 | 1.1197 |
94
+ | No log | 1.4828 | 86 | 1.1393 | 0.2103 | 1.1393 | 1.0674 |
95
+ | No log | 1.5172 | 88 | 1.1071 | 0.2870 | 1.1071 | 1.0522 |
96
+ | No log | 1.5517 | 90 | 1.1676 | 0.2065 | 1.1676 | 1.0806 |
97
+ | No log | 1.5862 | 92 | 0.9927 | 0.2984 | 0.9927 | 0.9964 |
98
+ | No log | 1.6207 | 94 | 0.9029 | 0.4598 | 0.9029 | 0.9502 |
99
+ | No log | 1.6552 | 96 | 1.0129 | 0.3030 | 1.0129 | 1.0064 |
100
+ | No log | 1.6897 | 98 | 1.1996 | 0.3274 | 1.1996 | 1.0953 |
101
+ | No log | 1.7241 | 100 | 1.1091 | 0.3274 | 1.1091 | 1.0531 |
102
+ | No log | 1.7586 | 102 | 0.9503 | 0.4842 | 0.9503 | 0.9748 |
103
+ | No log | 1.7931 | 104 | 0.9537 | 0.5054 | 0.9537 | 0.9766 |
104
+ | No log | 1.8276 | 106 | 0.9243 | 0.5054 | 0.9243 | 0.9614 |
105
+ | No log | 1.8621 | 108 | 0.8805 | 0.5479 | 0.8805 | 0.9384 |
106
+ | No log | 1.8966 | 110 | 1.0453 | 0.4067 | 1.0453 | 1.0224 |
107
+ | No log | 1.9310 | 112 | 1.4835 | 0.3389 | 1.4835 | 1.2180 |
108
+ | No log | 1.9655 | 114 | 1.7017 | 0.2684 | 1.7017 | 1.3045 |
109
+ | No log | 2.0 | 116 | 1.4624 | 0.3712 | 1.4624 | 1.2093 |
110
+ | No log | 2.0345 | 118 | 1.1817 | 0.3860 | 1.1817 | 1.0870 |
111
+ | No log | 2.0690 | 120 | 1.0546 | 0.3621 | 1.0546 | 1.0269 |
112
+ | No log | 2.1034 | 122 | 0.9041 | 0.4310 | 0.9041 | 0.9508 |
113
+ | No log | 2.1379 | 124 | 0.8614 | 0.4465 | 0.8614 | 0.9281 |
114
+ | No log | 2.1724 | 126 | 0.8435 | 0.4806 | 0.8435 | 0.9184 |
115
+ | No log | 2.2069 | 128 | 1.0309 | 0.3902 | 1.0309 | 1.0153 |
116
+ | No log | 2.2414 | 130 | 1.4667 | 0.2816 | 1.4667 | 1.2111 |
117
+ | No log | 2.2759 | 132 | 1.4432 | 0.2706 | 1.4432 | 1.2013 |
118
+ | No log | 2.3103 | 134 | 1.1583 | 0.3897 | 1.1583 | 1.0763 |
119
+ | No log | 2.3448 | 136 | 1.0122 | 0.3821 | 1.0122 | 1.0061 |
120
+ | No log | 2.3793 | 138 | 1.0020 | 0.4118 | 1.0020 | 1.0010 |
121
+ | No log | 2.4138 | 140 | 1.1559 | 0.4009 | 1.1559 | 1.0751 |
122
+ | No log | 2.4483 | 142 | 1.5140 | 0.3257 | 1.5140 | 1.2305 |
123
+ | No log | 2.4828 | 144 | 1.3582 | 0.4064 | 1.3582 | 1.1654 |
124
+ | No log | 2.5172 | 146 | 1.3621 | 0.3550 | 1.3621 | 1.1671 |
125
+ | No log | 2.5517 | 148 | 1.1156 | 0.4561 | 1.1156 | 1.0562 |
126
+ | No log | 2.5862 | 150 | 1.1557 | 0.4169 | 1.1557 | 1.0750 |
127
+ | No log | 2.6207 | 152 | 1.5564 | 0.2981 | 1.5564 | 1.2476 |
128
+ | No log | 2.6552 | 154 | 1.6650 | 0.2649 | 1.6650 | 1.2904 |
129
+ | No log | 2.6897 | 156 | 1.3601 | 0.3541 | 1.3601 | 1.1662 |
130
+ | No log | 2.7241 | 158 | 1.0749 | 0.4412 | 1.0749 | 1.0368 |
131
+ | No log | 2.7586 | 160 | 1.2526 | 0.3902 | 1.2526 | 1.1192 |
132
+ | No log | 2.7931 | 162 | 1.4439 | 0.3051 | 1.4439 | 1.2016 |
133
+ | No log | 2.8276 | 164 | 1.4952 | 0.3051 | 1.4952 | 1.2228 |
134
+ | No log | 2.8621 | 166 | 1.1453 | 0.3833 | 1.1453 | 1.0702 |
135
+ | No log | 2.8966 | 168 | 0.9684 | 0.4078 | 0.9684 | 0.9841 |
136
+ | No log | 2.9310 | 170 | 0.9191 | 0.3787 | 0.9191 | 0.9587 |
137
+ | No log | 2.9655 | 172 | 0.9310 | 0.4033 | 0.9310 | 0.9649 |
138
+ | No log | 3.0 | 174 | 0.9473 | 0.3557 | 0.9473 | 0.9733 |
139
+ | No log | 3.0345 | 176 | 0.9300 | 0.4072 | 0.9300 | 0.9644 |
140
+ | No log | 3.0690 | 178 | 0.9630 | 0.3457 | 0.9630 | 0.9813 |
141
+ | No log | 3.1034 | 180 | 1.0274 | 0.3284 | 1.0274 | 1.0136 |
142
+ | No log | 3.1379 | 182 | 1.0903 | 0.3009 | 1.0903 | 1.0442 |
143
+ | No log | 3.1724 | 184 | 1.1070 | 0.3323 | 1.1070 | 1.0521 |
144
+ | No log | 3.2069 | 186 | 1.2277 | 0.2589 | 1.2277 | 1.1080 |
145
+ | No log | 3.2414 | 188 | 1.0425 | 0.3330 | 1.0425 | 1.0210 |
146
+ | No log | 3.2759 | 190 | 0.9587 | 0.3344 | 0.9587 | 0.9791 |
147
+ | No log | 3.3103 | 192 | 1.0568 | 0.3945 | 1.0568 | 1.0280 |
148
+ | No log | 3.3448 | 194 | 1.0240 | 0.3854 | 1.0240 | 1.0119 |
149
+ | No log | 3.3793 | 196 | 1.0072 | 0.2851 | 1.0072 | 1.0036 |
150
+ | No log | 3.4138 | 198 | 1.0881 | 0.2963 | 1.0881 | 1.0431 |
151
+ | No log | 3.4483 | 200 | 1.0075 | 0.3081 | 1.0075 | 1.0037 |
152
+ | No log | 3.4828 | 202 | 1.0168 | 0.3979 | 1.0168 | 1.0084 |
153
+ | No log | 3.5172 | 204 | 1.0098 | 0.3979 | 1.0098 | 1.0049 |
154
+ | No log | 3.5517 | 206 | 0.9942 | 0.4013 | 0.9942 | 0.9971 |
155
+ | No log | 3.5862 | 208 | 1.0301 | 0.3871 | 1.0301 | 1.0149 |
156
+ | No log | 3.6207 | 210 | 1.0473 | 0.4369 | 1.0473 | 1.0234 |
157
+ | No log | 3.6552 | 212 | 0.9983 | 0.3846 | 0.9983 | 0.9992 |
158
+ | No log | 3.6897 | 214 | 0.9914 | 0.4405 | 0.9914 | 0.9957 |
159
+ | No log | 3.7241 | 216 | 0.9856 | 0.3772 | 0.9856 | 0.9928 |
160
+ | No log | 3.7586 | 218 | 0.9906 | 0.3849 | 0.9906 | 0.9953 |
161
+ | No log | 3.7931 | 220 | 1.0888 | 0.3237 | 1.0888 | 1.0435 |
162
+ | No log | 3.8276 | 222 | 1.1678 | 0.3005 | 1.1678 | 1.0807 |
163
+ | No log | 3.8621 | 224 | 1.0539 | 0.3397 | 1.0539 | 1.0266 |
164
+ | No log | 3.8966 | 226 | 0.9951 | 0.4105 | 0.9951 | 0.9976 |
165
+ | No log | 3.9310 | 228 | 0.9853 | 0.4160 | 0.9853 | 0.9926 |
166
+ | No log | 3.9655 | 230 | 0.9947 | 0.3243 | 0.9947 | 0.9973 |
167
+ | No log | 4.0 | 232 | 1.0162 | 0.3747 | 1.0162 | 1.0081 |
168
+ | No log | 4.0345 | 234 | 1.0044 | 0.3392 | 1.0044 | 1.0022 |
169
+ | No log | 4.0690 | 236 | 1.1089 | 0.3665 | 1.1089 | 1.0531 |
170
+ | No log | 4.1034 | 238 | 1.2335 | 0.2704 | 1.2335 | 1.1106 |
171
+ | No log | 4.1379 | 240 | 1.0780 | 0.3813 | 1.0780 | 1.0383 |
172
+ | No log | 4.1724 | 242 | 1.0158 | 0.3327 | 1.0158 | 1.0079 |
173
+ | No log | 4.2069 | 244 | 1.0175 | 0.3459 | 1.0175 | 1.0087 |
174
+ | No log | 4.2414 | 246 | 1.0213 | 0.3590 | 1.0213 | 1.0106 |
175
+ | No log | 4.2759 | 248 | 1.0710 | 0.2876 | 1.0710 | 1.0349 |
176
+ | No log | 4.3103 | 250 | 1.0504 | 0.2577 | 1.0504 | 1.0249 |
177
+ | No log | 4.3448 | 252 | 1.0232 | 0.2943 | 1.0232 | 1.0115 |
178
+ | No log | 4.3793 | 254 | 1.0366 | 0.3036 | 1.0366 | 1.0181 |
179
+ | No log | 4.4138 | 256 | 1.0712 | 0.3056 | 1.0712 | 1.0350 |
180
+ | No log | 4.4483 | 258 | 1.0845 | 0.3008 | 1.0845 | 1.0414 |
181
+ | No log | 4.4828 | 260 | 1.0099 | 0.2943 | 1.0099 | 1.0049 |
182
+ | No log | 4.5172 | 262 | 0.9869 | 0.3237 | 0.9869 | 0.9934 |
183
+ | No log | 4.5517 | 264 | 0.9958 | 0.3496 | 0.9958 | 0.9979 |
184
+ | No log | 4.5862 | 266 | 1.0040 | 0.3590 | 1.0040 | 1.0020 |
185
+ | No log | 4.6207 | 268 | 1.1690 | 0.4045 | 1.1690 | 1.0812 |
186
+ | No log | 4.6552 | 270 | 1.2271 | 0.3421 | 1.2271 | 1.1077 |
187
+ | No log | 4.6897 | 272 | 1.0495 | 0.3189 | 1.0495 | 1.0244 |
188
+ | No log | 4.7241 | 274 | 0.9703 | 0.3724 | 0.9703 | 0.9850 |
189
+ | No log | 4.7586 | 276 | 1.0219 | 0.4293 | 1.0219 | 1.0109 |
190
+ | No log | 4.7931 | 278 | 0.9800 | 0.3369 | 0.9800 | 0.9900 |
191
+ | No log | 4.8276 | 280 | 0.9508 | 0.3933 | 0.9508 | 0.9751 |
192
+ | No log | 4.8621 | 282 | 1.0491 | 0.3128 | 1.0491 | 1.0243 |
193
+ | No log | 4.8966 | 284 | 1.1764 | 0.3562 | 1.1764 | 1.0846 |
194
+ | No log | 4.9310 | 286 | 1.1403 | 0.3160 | 1.1403 | 1.0679 |
195
+ | No log | 4.9655 | 288 | 0.9790 | 0.4396 | 0.9790 | 0.9895 |
196
+ | No log | 5.0 | 290 | 0.9375 | 0.4105 | 0.9375 | 0.9682 |
197
+ | No log | 5.0345 | 292 | 0.9687 | 0.4388 | 0.9687 | 0.9842 |
198
+ | No log | 5.0690 | 294 | 1.0866 | 0.4122 | 1.0866 | 1.0424 |
199
+ | No log | 5.1034 | 296 | 1.1220 | 0.3064 | 1.1220 | 1.0592 |
200
+ | No log | 5.1379 | 298 | 1.0078 | 0.5085 | 1.0078 | 1.0039 |
201
+ | No log | 5.1724 | 300 | 0.9738 | 0.3562 | 0.9738 | 0.9868 |
202
+ | No log | 5.2069 | 302 | 0.9819 | 0.3690 | 0.9819 | 0.9909 |
203
+ | No log | 5.2414 | 304 | 0.9853 | 0.3463 | 0.9853 | 0.9926 |
204
+ | No log | 5.2759 | 306 | 1.0283 | 0.3218 | 1.0283 | 1.0140 |
205
+ | No log | 5.3103 | 308 | 1.0049 | 0.3637 | 1.0049 | 1.0025 |
206
+ | No log | 5.3448 | 310 | 0.9847 | 0.3541 | 0.9847 | 0.9923 |
207
+ | No log | 5.3793 | 312 | 0.9839 | 0.3042 | 0.9839 | 0.9919 |
208
+ | No log | 5.4138 | 314 | 0.9785 | 0.3230 | 0.9785 | 0.9892 |
209
+ | No log | 5.4483 | 316 | 0.9924 | 0.3108 | 0.9924 | 0.9962 |
210
+ | No log | 5.4828 | 318 | 1.0260 | 0.3985 | 1.0260 | 1.0129 |
211
+ | No log | 5.5172 | 320 | 1.0015 | 0.3218 | 1.0015 | 1.0007 |
212
+ | No log | 5.5517 | 322 | 0.9711 | 0.3243 | 0.9711 | 0.9854 |
213
+ | No log | 5.5862 | 324 | 0.9496 | 0.3811 | 0.9496 | 0.9745 |
214
+ | No log | 5.6207 | 326 | 0.9410 | 0.3619 | 0.9410 | 0.9701 |
215
+ | No log | 5.6552 | 328 | 0.9793 | 0.4305 | 0.9793 | 0.9896 |
216
+ | No log | 5.6897 | 330 | 1.1629 | 0.3731 | 1.1629 | 1.0784 |
217
+ | No log | 5.7241 | 332 | 1.1563 | 0.3640 | 1.1563 | 1.0753 |
218
+ | No log | 5.7586 | 334 | 1.0082 | 0.4020 | 1.0082 | 1.0041 |
219
+ | No log | 5.7931 | 336 | 0.9609 | 0.4036 | 0.9609 | 0.9803 |
220
+ | No log | 5.8276 | 338 | 0.9239 | 0.3596 | 0.9239 | 0.9612 |
221
+ | No log | 5.8621 | 340 | 0.9027 | 0.4256 | 0.9027 | 0.9501 |
222
+ | No log | 5.8966 | 342 | 0.9192 | 0.5209 | 0.9192 | 0.9587 |
223
+ | No log | 5.9310 | 344 | 1.0209 | 0.4119 | 1.0209 | 1.0104 |
224
+ | No log | 5.9655 | 346 | 0.9672 | 0.4861 | 0.9672 | 0.9835 |
225
+ | No log | 6.0 | 348 | 0.8562 | 0.4231 | 0.8562 | 0.9253 |
226
+ | No log | 6.0345 | 350 | 0.9171 | 0.3684 | 0.9171 | 0.9577 |
227
+ | No log | 6.0690 | 352 | 0.9243 | 0.3908 | 0.9243 | 0.9614 |
228
+ | No log | 6.1034 | 354 | 0.8875 | 0.4424 | 0.8875 | 0.9421 |
229
+ | No log | 6.1379 | 356 | 0.9235 | 0.4116 | 0.9235 | 0.9610 |
230
+ | No log | 6.1724 | 358 | 0.9888 | 0.4321 | 0.9888 | 0.9944 |
231
+ | No log | 6.2069 | 360 | 0.9391 | 0.4154 | 0.9391 | 0.9691 |
232
+ | No log | 6.2414 | 362 | 0.8871 | 0.3855 | 0.8871 | 0.9419 |
233
+ | No log | 6.2759 | 364 | 0.8855 | 0.3970 | 0.8855 | 0.9410 |
234
+ | No log | 6.3103 | 366 | 0.8951 | 0.4260 | 0.8951 | 0.9461 |
235
+ | No log | 6.3448 | 368 | 0.8991 | 0.4079 | 0.8991 | 0.9482 |
236
+ | No log | 6.3793 | 370 | 0.9021 | 0.3838 | 0.9021 | 0.9498 |
237
+ | No log | 6.4138 | 372 | 0.9139 | 0.3862 | 0.9139 | 0.9560 |
238
+ | No log | 6.4483 | 374 | 1.0087 | 0.3881 | 1.0087 | 1.0044 |
239
+ | No log | 6.4828 | 376 | 1.0744 | 0.3877 | 1.0744 | 1.0365 |
240
+ | No log | 6.5172 | 378 | 1.1908 | 0.3745 | 1.1908 | 1.0913 |
241
+ | No log | 6.5517 | 380 | 1.1997 | 0.3860 | 1.1997 | 1.0953 |
242
+ | No log | 6.5862 | 382 | 1.0537 | 0.3584 | 1.0537 | 1.0265 |
243
+ | No log | 6.6207 | 384 | 1.0070 | 0.4435 | 1.0070 | 1.0035 |
244
+ | No log | 6.6552 | 386 | 1.0496 | 0.3466 | 1.0496 | 1.0245 |
245
+ | No log | 6.6897 | 388 | 1.0887 | 0.3415 | 1.0887 | 1.0434 |
246
+ | No log | 6.7241 | 390 | 1.0665 | 0.3218 | 1.0665 | 1.0327 |
247
+ | No log | 6.7586 | 392 | 0.9976 | 0.3546 | 0.9976 | 0.9988 |
248
+ | No log | 6.7931 | 394 | 1.0080 | 0.3135 | 1.0080 | 1.0040 |
249
+ | No log | 6.8276 | 396 | 1.0324 | 0.3173 | 1.0324 | 1.0161 |
250
+ | No log | 6.8621 | 398 | 1.0505 | 0.3078 | 1.0505 | 1.0249 |
251
+ | No log | 6.8966 | 400 | 1.0 | 0.4305 | 1.0000 | 1.0 |
252
+ | No log | 6.9310 | 402 | 1.0401 | 0.2844 | 1.0401 | 1.0199 |
253
+ | No log | 6.9655 | 404 | 1.0173 | 0.2844 | 1.0173 | 1.0086 |
254
+ | No log | 7.0 | 406 | 0.9733 | 0.3657 | 0.9733 | 0.9866 |
255
+ | No log | 7.0345 | 408 | 0.9880 | 0.3321 | 0.9880 | 0.9940 |
256
+ | No log | 7.0690 | 410 | 1.0352 | 0.3218 | 1.0352 | 1.0174 |
257
+ | No log | 7.1034 | 412 | 1.0133 | 0.3521 | 1.0133 | 1.0066 |
258
+ | No log | 7.1379 | 414 | 0.9483 | 0.4310 | 0.9483 | 0.9738 |
259
+ | No log | 7.1724 | 416 | 0.8894 | 0.4772 | 0.8894 | 0.9431 |
260
+ | No log | 7.2069 | 418 | 0.8747 | 0.4504 | 0.8747 | 0.9352 |
261
+ | No log | 7.2414 | 420 | 0.8831 | 0.4404 | 0.8831 | 0.9397 |
262
+ | No log | 7.2759 | 422 | 0.9827 | 0.4012 | 0.9827 | 0.9913 |
263
+ | No log | 7.3103 | 424 | 1.0034 | 0.3835 | 1.0034 | 1.0017 |
264
+ | No log | 7.3448 | 426 | 0.9513 | 0.4283 | 0.9513 | 0.9753 |
265
+ | No log | 7.3793 | 428 | 0.8735 | 0.4494 | 0.8735 | 0.9346 |
266
+ | No log | 7.4138 | 430 | 0.8431 | 0.4978 | 0.8431 | 0.9182 |
267
+ | No log | 7.4483 | 432 | 0.8401 | 0.5226 | 0.8401 | 0.9166 |
268
+ | No log | 7.4828 | 434 | 0.8393 | 0.5058 | 0.8393 | 0.9161 |
269
+ | No log | 7.5172 | 436 | 0.8542 | 0.5125 | 0.8542 | 0.9242 |
270
+ | No log | 7.5517 | 438 | 0.8841 | 0.4273 | 0.8841 | 0.9403 |
271
+ | No log | 7.5862 | 440 | 0.9077 | 0.4578 | 0.9077 | 0.9527 |
272
+ | No log | 7.6207 | 442 | 0.9356 | 0.3946 | 0.9356 | 0.9673 |
273
+ | No log | 7.6552 | 444 | 0.9673 | 0.3884 | 0.9673 | 0.9835 |
274
+ | No log | 7.6897 | 446 | 1.0147 | 0.3869 | 1.0147 | 1.0073 |
275
+ | No log | 7.7241 | 448 | 0.9961 | 0.3869 | 0.9961 | 0.9980 |
276
+ | No log | 7.7586 | 450 | 0.9265 | 0.4413 | 0.9265 | 0.9626 |
277
+ | No log | 7.7931 | 452 | 0.9063 | 0.4321 | 0.9063 | 0.9520 |
278
+ | No log | 7.8276 | 454 | 0.9544 | 0.3854 | 0.9544 | 0.9769 |
279
+ | No log | 7.8621 | 456 | 0.9639 | 0.2784 | 0.9639 | 0.9818 |
280
+ | No log | 7.8966 | 458 | 0.9784 | 0.3891 | 0.9784 | 0.9891 |
281
+ | No log | 7.9310 | 460 | 1.1336 | 0.3640 | 1.1336 | 1.0647 |
282
+ | No log | 7.9655 | 462 | 1.2694 | 0.3243 | 1.2694 | 1.1267 |
283
+ | No log | 8.0 | 464 | 1.1760 | 0.3232 | 1.1760 | 1.0844 |
284
+ | No log | 8.0345 | 466 | 0.9843 | 0.3886 | 0.9843 | 0.9921 |
285
+ | No log | 8.0690 | 468 | 0.9478 | 0.4077 | 0.9478 | 0.9735 |
286
+ | No log | 8.1034 | 470 | 0.9655 | 0.3217 | 0.9655 | 0.9826 |
287
+ | No log | 8.1379 | 472 | 0.9591 | 0.3451 | 0.9591 | 0.9793 |
288
+ | No log | 8.1724 | 474 | 0.9908 | 0.3747 | 0.9908 | 0.9954 |
289
+ | No log | 8.2069 | 476 | 1.1300 | 0.3511 | 1.1300 | 1.0630 |
290
+ | No log | 8.2414 | 478 | 1.1679 | 0.3174 | 1.1679 | 1.0807 |
291
+ | No log | 8.2759 | 480 | 1.0568 | 0.3561 | 1.0568 | 1.0280 |
292
+ | No log | 8.3103 | 482 | 0.9436 | 0.4198 | 0.9436 | 0.9714 |
293
+ | No log | 8.3448 | 484 | 0.9193 | 0.3909 | 0.9193 | 0.9588 |
294
+ | No log | 8.3793 | 486 | 0.9377 | 0.4175 | 0.9377 | 0.9684 |
295
+ | No log | 8.4138 | 488 | 1.1309 | 0.3317 | 1.1309 | 1.0634 |
296
+ | No log | 8.4483 | 490 | 1.3273 | 0.2963 | 1.3273 | 1.1521 |
297
+ | No log | 8.4828 | 492 | 1.3489 | 0.2963 | 1.3489 | 1.1614 |
298
+ | No log | 8.5172 | 494 | 1.1372 | 0.3196 | 1.1372 | 1.0664 |
299
+ | No log | 8.5517 | 496 | 0.9131 | 0.4624 | 0.9131 | 0.9556 |
300
+ | No log | 8.5862 | 498 | 0.8920 | 0.5061 | 0.8920 | 0.9445 |
301
+ | 0.3389 | 8.6207 | 500 | 0.8984 | 0.4363 | 0.8984 | 0.9479 |
302
+ | 0.3389 | 8.6552 | 502 | 0.9038 | 0.4299 | 0.9038 | 0.9507 |
303
+ | 0.3389 | 8.6897 | 504 | 0.9491 | 0.4136 | 0.9491 | 0.9742 |
304
+ | 0.3389 | 8.7241 | 506 | 0.9580 | 0.4439 | 0.9580 | 0.9788 |
305
+ | 0.3389 | 8.7586 | 508 | 0.9381 | 0.4476 | 0.9381 | 0.9686 |
306
+ | 0.3389 | 8.7931 | 510 | 0.9449 | 0.4476 | 0.9449 | 0.9720 |
307
+ | 0.3389 | 8.8276 | 512 | 0.9478 | 0.4476 | 0.9478 | 0.9736 |
308
+ | 0.3389 | 8.8621 | 514 | 0.9536 | 0.4408 | 0.9536 | 0.9765 |
309
+ | 0.3389 | 8.8966 | 516 | 0.9631 | 0.4347 | 0.9631 | 0.9814 |
310
+ | 0.3389 | 8.9310 | 518 | 0.9616 | 0.3696 | 0.9616 | 0.9806 |
311
+ | 0.3389 | 8.9655 | 520 | 0.9930 | 0.3642 | 0.9930 | 0.9965 |
312
+ | 0.3389 | 9.0 | 522 | 0.9797 | 0.3642 | 0.9797 | 0.9898 |
313
+ | 0.3389 | 9.0345 | 524 | 0.9556 | 0.3692 | 0.9556 | 0.9775 |
 
 
 
 
 
 
 
314
 
315
 
316
  ### Framework versions