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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task1_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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_task1_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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_task1_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: 1.3775
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- - Qwk: 0.4651
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- - Mse: 1.3775
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- - Rmse: 1.1737
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  ## Model description
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@@ -49,278 +49,304 @@ 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 | 0.1111 | 2 | 7.2302 | -0.0162 | 7.2302 | 2.6889 |
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- | No log | 0.2222 | 4 | 4.4115 | 0.0667 | 4.4115 | 2.1003 |
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- | No log | 0.3333 | 6 | 3.1448 | 0.1053 | 3.1448 | 1.7733 |
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- | No log | 0.4444 | 8 | 2.6809 | 0.1216 | 2.6809 | 1.6373 |
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- | No log | 0.5556 | 10 | 1.9468 | 0.1429 | 1.9468 | 1.3953 |
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- | No log | 0.6667 | 12 | 1.8467 | 0.2261 | 1.8467 | 1.3589 |
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- | No log | 0.7778 | 14 | 2.6127 | 0.0667 | 2.6127 | 1.6164 |
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- | No log | 0.8889 | 16 | 3.1084 | 0.0714 | 3.1084 | 1.7631 |
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- | No log | 1.0 | 18 | 2.6965 | 0.0 | 2.6965 | 1.6421 |
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- | No log | 1.1111 | 20 | 2.1406 | 0.0484 | 2.1406 | 1.4631 |
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- | No log | 1.2222 | 22 | 1.9503 | 0.1284 | 1.9503 | 1.3965 |
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- | No log | 1.3333 | 24 | 1.8638 | 0.1284 | 1.8638 | 1.3652 |
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- | No log | 1.4444 | 26 | 1.7989 | 0.1754 | 1.7989 | 1.3412 |
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- | No log | 1.5556 | 28 | 1.6646 | 0.2353 | 1.6646 | 1.2902 |
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- | No log | 1.6667 | 30 | 1.4500 | 0.2364 | 1.4500 | 1.2042 |
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- | No log | 1.7778 | 32 | 1.4416 | 0.2617 | 1.4416 | 1.2007 |
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- | No log | 1.8889 | 34 | 1.3675 | 0.3423 | 1.3675 | 1.1694 |
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- | No log | 2.0 | 36 | 1.3329 | 0.3604 | 1.3329 | 1.1545 |
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- | No log | 2.1111 | 38 | 1.2758 | 0.4370 | 1.2758 | 1.1295 |
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- | No log | 2.2222 | 40 | 1.4265 | 0.4426 | 1.4265 | 1.1944 |
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- | No log | 2.3333 | 42 | 1.6307 | 0.3040 | 1.6307 | 1.2770 |
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- | No log | 2.4444 | 44 | 1.5520 | 0.3651 | 1.5520 | 1.2458 |
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- | No log | 2.5556 | 46 | 1.3728 | 0.4426 | 1.3728 | 1.1717 |
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- | No log | 2.6667 | 48 | 1.3897 | 0.4355 | 1.3897 | 1.1788 |
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- | No log | 2.7778 | 50 | 1.3147 | 0.4444 | 1.3147 | 1.1466 |
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- | No log | 2.8889 | 52 | 1.2343 | 0.4715 | 1.2343 | 1.1110 |
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- | No log | 3.0 | 54 | 1.2403 | 0.4426 | 1.2403 | 1.1137 |
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- | No log | 3.1111 | 56 | 1.3924 | 0.3448 | 1.3924 | 1.1800 |
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- | No log | 3.2222 | 58 | 1.5343 | 0.2759 | 1.5343 | 1.2387 |
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- | No log | 3.3333 | 60 | 1.3523 | 0.4167 | 1.3523 | 1.1629 |
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- | No log | 3.4444 | 62 | 1.2288 | 0.4921 | 1.2288 | 1.1085 |
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- | No log | 3.5556 | 64 | 1.2093 | 0.496 | 1.2093 | 1.0997 |
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- | No log | 3.6667 | 66 | 1.2407 | 0.4882 | 1.2407 | 1.1139 |
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- | No log | 3.7778 | 68 | 1.3146 | 0.4127 | 1.3146 | 1.1466 |
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- | No log | 3.8889 | 70 | 1.3242 | 0.4444 | 1.3242 | 1.1507 |
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- | No log | 4.0 | 72 | 1.3302 | 0.4444 | 1.3302 | 1.1534 |
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- | No log | 4.1111 | 74 | 1.2998 | 0.5303 | 1.2998 | 1.1401 |
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- | No log | 4.2222 | 76 | 1.3509 | 0.4848 | 1.3509 | 1.1623 |
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- | No log | 4.3333 | 78 | 1.4385 | 0.4776 | 1.4385 | 1.1994 |
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- | No log | 4.4444 | 80 | 1.5528 | 0.3857 | 1.5528 | 1.2461 |
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- | No log | 4.5556 | 82 | 1.6398 | 0.2920 | 1.6398 | 1.2805 |
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- | No log | 4.6667 | 84 | 1.7369 | 0.2647 | 1.7369 | 1.3179 |
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- | No log | 4.7778 | 86 | 1.5624 | 0.3433 | 1.5624 | 1.2500 |
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- | No log | 4.8889 | 88 | 1.2484 | 0.5 | 1.2484 | 1.1173 |
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- | No log | 5.0 | 90 | 1.2137 | 0.4463 | 1.2137 | 1.1017 |
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- | No log | 5.1111 | 92 | 1.2098 | 0.4202 | 1.2098 | 1.0999 |
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- | No log | 5.2222 | 94 | 1.3076 | 0.4677 | 1.3076 | 1.1435 |
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- | No log | 5.3333 | 96 | 1.3324 | 0.4355 | 1.3324 | 1.1543 |
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- | No log | 5.4444 | 98 | 1.3185 | 0.4274 | 1.3185 | 1.1482 |
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- | No log | 5.5556 | 100 | 1.2887 | 0.3423 | 1.2887 | 1.1352 |
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- | No log | 5.6667 | 102 | 1.2516 | 0.3826 | 1.2516 | 1.1188 |
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- | No log | 5.7778 | 104 | 1.1652 | 0.5714 | 1.1652 | 1.0794 |
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- | No log | 5.8889 | 106 | 1.2631 | 0.5816 | 1.2631 | 1.1239 |
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- | No log | 6.0 | 108 | 1.2507 | 0.5441 | 1.2507 | 1.1183 |
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- | No log | 6.1111 | 110 | 1.3513 | 0.4539 | 1.3513 | 1.1625 |
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- | No log | 6.2222 | 112 | 1.4058 | 0.4113 | 1.4058 | 1.1857 |
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- | No log | 6.3333 | 114 | 1.4401 | 0.3788 | 1.4401 | 1.2000 |
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- | No log | 6.4444 | 116 | 1.3406 | 0.4094 | 1.3406 | 1.1578 |
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- | No log | 6.5556 | 118 | 1.4056 | 0.3622 | 1.4056 | 1.1856 |
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- | No log | 6.6667 | 120 | 1.4455 | 0.3622 | 1.4455 | 1.2023 |
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- | No log | 6.7778 | 122 | 1.4329 | 0.4031 | 1.4329 | 1.1970 |
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- | No log | 6.8889 | 124 | 1.5019 | 0.4444 | 1.5019 | 1.2255 |
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- | No log | 7.0 | 126 | 1.5050 | 0.3731 | 1.5050 | 1.2268 |
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- | No log | 7.1111 | 128 | 1.2916 | 0.4480 | 1.2916 | 1.1365 |
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- | No log | 7.2222 | 130 | 1.1935 | 0.5238 | 1.1935 | 1.0925 |
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- | No log | 7.3333 | 132 | 1.1971 | 0.4918 | 1.1971 | 1.0941 |
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- | No log | 7.4444 | 134 | 1.2331 | 0.5333 | 1.2331 | 1.1105 |
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- | No log | 7.5556 | 136 | 1.4692 | 0.3101 | 1.4692 | 1.2121 |
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- | No log | 7.6667 | 138 | 1.5731 | 0.2923 | 1.5731 | 1.2542 |
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- | No log | 7.7778 | 140 | 1.4763 | 0.3871 | 1.4763 | 1.2151 |
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- | No log | 7.8889 | 142 | 1.3090 | 0.4068 | 1.3090 | 1.1441 |
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- | No log | 8.0 | 144 | 1.1858 | 0.5333 | 1.1858 | 1.0889 |
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- | No log | 8.1111 | 146 | 1.1625 | 0.5289 | 1.1625 | 1.0782 |
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- | No log | 8.2222 | 148 | 1.2691 | 0.5038 | 1.2691 | 1.1265 |
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- | No log | 8.3333 | 150 | 1.4789 | 0.3824 | 1.4789 | 1.2161 |
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- | No log | 8.4444 | 152 | 1.8595 | 0.2571 | 1.8595 | 1.3636 |
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- | No log | 8.5556 | 154 | 1.8596 | 0.2571 | 1.8596 | 1.3637 |
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- | No log | 8.6667 | 156 | 1.5688 | 0.3235 | 1.5688 | 1.2525 |
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- | No log | 8.7778 | 158 | 1.3606 | 0.4409 | 1.3606 | 1.1665 |
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- | No log | 8.8889 | 160 | 1.3174 | 0.5082 | 1.3174 | 1.1478 |
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- | No log | 9.0 | 162 | 1.3682 | 0.4833 | 1.3682 | 1.1697 |
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- | No log | 9.1111 | 164 | 1.5108 | 0.4032 | 1.5108 | 1.2291 |
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- | No log | 9.2222 | 166 | 1.7706 | 0.2362 | 1.7706 | 1.3306 |
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- | No log | 9.3333 | 168 | 1.8467 | 0.1642 | 1.8467 | 1.3589 |
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- | No log | 9.4444 | 170 | 1.6200 | 0.3134 | 1.6200 | 1.2728 |
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- | No log | 9.5556 | 172 | 1.2654 | 0.4677 | 1.2654 | 1.1249 |
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- | No log | 9.6667 | 174 | 1.1442 | 0.5289 | 1.1442 | 1.0697 |
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- | No log | 9.7778 | 176 | 1.1996 | 0.4839 | 1.1996 | 1.0952 |
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- | No log | 9.8889 | 178 | 1.4476 | 0.3768 | 1.4476 | 1.2032 |
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- | No log | 10.0 | 180 | 1.7188 | 0.2857 | 1.7188 | 1.3110 |
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- | No log | 10.1111 | 182 | 1.6671 | 0.3165 | 1.6671 | 1.2912 |
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- | No log | 10.2222 | 184 | 1.4401 | 0.4 | 1.4401 | 1.2000 |
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- | No log | 10.3333 | 186 | 1.2900 | 0.4407 | 1.2900 | 1.1358 |
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- | No log | 10.4444 | 188 | 1.2735 | 0.4348 | 1.2735 | 1.1285 |
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- | No log | 10.5556 | 190 | 1.2690 | 0.4274 | 1.2690 | 1.1265 |
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- | No log | 10.6667 | 192 | 1.3048 | 0.4590 | 1.3048 | 1.1423 |
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- | No log | 10.7778 | 194 | 1.4541 | 0.4030 | 1.4541 | 1.2059 |
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- | No log | 10.8889 | 196 | 1.6732 | 0.3022 | 1.6732 | 1.2935 |
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- | No log | 11.0 | 198 | 1.7449 | 0.3000 | 1.7449 | 1.3210 |
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- | No log | 11.1111 | 200 | 1.5780 | 0.3333 | 1.5780 | 1.2562 |
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- | No log | 11.2222 | 202 | 1.2762 | 0.4427 | 1.2762 | 1.1297 |
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- | No log | 11.3333 | 204 | 1.1859 | 0.5246 | 1.1859 | 1.0890 |
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- | No log | 11.4444 | 206 | 1.2334 | 0.5246 | 1.2334 | 1.1106 |
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- | No log | 11.5556 | 208 | 1.3362 | 0.5079 | 1.3362 | 1.1559 |
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- | No log | 11.6667 | 210 | 1.3765 | 0.4480 | 1.3765 | 1.1732 |
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- | No log | 11.7778 | 212 | 1.4023 | 0.5116 | 1.4023 | 1.1842 |
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- | No log | 11.8889 | 214 | 1.4883 | 0.3704 | 1.4883 | 1.2199 |
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- | No log | 12.0 | 216 | 1.6310 | 0.3284 | 1.6310 | 1.2771 |
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- | No log | 12.1111 | 218 | 1.6209 | 0.3158 | 1.6209 | 1.2731 |
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- | No log | 12.2222 | 220 | 1.3665 | 0.3939 | 1.3665 | 1.1690 |
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- | No log | 12.3333 | 222 | 1.1409 | 0.6 | 1.1409 | 1.0681 |
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- | No log | 12.4444 | 224 | 1.1304 | 0.56 | 1.1304 | 1.0632 |
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- | No log | 12.5556 | 226 | 1.1946 | 0.5 | 1.1946 | 1.0930 |
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- | No log | 12.6667 | 228 | 1.3441 | 0.4531 | 1.3441 | 1.1593 |
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- | No log | 12.7778 | 230 | 1.3941 | 0.4341 | 1.3941 | 1.1807 |
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- | No log | 12.8889 | 232 | 1.3476 | 0.5041 | 1.3476 | 1.1608 |
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- | No log | 13.0 | 234 | 1.2825 | 0.4615 | 1.2825 | 1.1325 |
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- | No log | 13.1111 | 236 | 1.2276 | 0.4483 | 1.2276 | 1.1080 |
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- | No log | 13.2222 | 238 | 1.1684 | 0.5042 | 1.1684 | 1.0809 |
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- | No log | 13.3333 | 240 | 1.2128 | 0.544 | 1.2128 | 1.1013 |
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- | No log | 13.4444 | 242 | 1.3093 | 0.4923 | 1.3093 | 1.1443 |
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- | No log | 13.5556 | 244 | 1.4582 | 0.4088 | 1.4582 | 1.2076 |
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- | No log | 13.6667 | 246 | 1.4419 | 0.4088 | 1.4419 | 1.2008 |
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- | No log | 13.7778 | 248 | 1.3565 | 0.4662 | 1.3565 | 1.1647 |
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- | No log | 13.8889 | 250 | 1.1208 | 0.6142 | 1.1208 | 1.0587 |
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- | No log | 14.0 | 252 | 1.0436 | 0.6349 | 1.0436 | 1.0216 |
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- | No log | 14.1111 | 254 | 1.0638 | 0.5806 | 1.0638 | 1.0314 |
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- | No log | 14.2222 | 256 | 1.1157 | 0.5528 | 1.1157 | 1.0563 |
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- | No log | 14.3333 | 258 | 1.1479 | 0.528 | 1.1479 | 1.0714 |
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- | No log | 14.4444 | 260 | 1.0918 | 0.5806 | 1.0918 | 1.0449 |
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- | No log | 14.5556 | 262 | 1.0783 | 0.5806 | 1.0783 | 1.0384 |
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- | No log | 14.6667 | 264 | 1.0979 | 0.5873 | 1.0979 | 1.0478 |
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- | No log | 14.7778 | 266 | 1.2126 | 0.5496 | 1.2126 | 1.1012 |
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- | No log | 14.8889 | 268 | 1.4109 | 0.4412 | 1.4109 | 1.1878 |
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- | No log | 15.0 | 270 | 1.5261 | 0.3609 | 1.5261 | 1.2354 |
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- | No log | 15.1111 | 272 | 1.4898 | 0.4160 | 1.4898 | 1.2206 |
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- | No log | 15.2222 | 274 | 1.3226 | 0.4918 | 1.3226 | 1.1500 |
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- | No log | 15.3333 | 276 | 1.1620 | 0.5410 | 1.1620 | 1.0780 |
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- | No log | 15.4444 | 278 | 1.1353 | 0.5691 | 1.1353 | 1.0655 |
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- | No log | 15.5556 | 280 | 1.1841 | 0.5556 | 1.1841 | 1.0881 |
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- | No log | 15.6667 | 282 | 1.2256 | 0.5 | 1.2256 | 1.1070 |
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- | No log | 15.7778 | 284 | 1.1625 | 0.544 | 1.1625 | 1.0782 |
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- | No log | 15.8889 | 286 | 1.1070 | 0.5920 | 1.1070 | 1.0522 |
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- | No log | 16.0 | 288 | 1.0856 | 0.5806 | 1.0856 | 1.0419 |
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- | No log | 16.1111 | 290 | 1.1143 | 0.6299 | 1.1143 | 1.0556 |
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- | No log | 16.2222 | 292 | 1.2301 | 0.5669 | 1.2301 | 1.1091 |
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- | No log | 16.3333 | 294 | 1.3891 | 0.4211 | 1.3891 | 1.1786 |
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- | No log | 16.4444 | 296 | 1.4909 | 0.3582 | 1.4909 | 1.2210 |
200
- | No log | 16.5556 | 298 | 1.4894 | 0.4122 | 1.4894 | 1.2204 |
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- | No log | 16.6667 | 300 | 1.4245 | 0.4839 | 1.4245 | 1.1935 |
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- | No log | 16.7778 | 302 | 1.3503 | 0.4667 | 1.3503 | 1.1620 |
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- | No log | 16.8889 | 304 | 1.3226 | 0.5082 | 1.3226 | 1.1501 |
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- | No log | 17.0 | 306 | 1.3171 | 0.496 | 1.3171 | 1.1477 |
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- | No log | 17.1111 | 308 | 1.3992 | 0.4688 | 1.3992 | 1.1829 |
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- | No log | 17.2222 | 310 | 1.3530 | 0.4341 | 1.3530 | 1.1632 |
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- | No log | 17.3333 | 312 | 1.4121 | 0.4091 | 1.4121 | 1.1883 |
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- | No log | 17.4444 | 314 | 1.5174 | 0.3731 | 1.5174 | 1.2318 |
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- | No log | 17.5556 | 316 | 1.5420 | 0.3731 | 1.5420 | 1.2418 |
210
- | No log | 17.6667 | 318 | 1.3997 | 0.4122 | 1.3997 | 1.1831 |
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- | No log | 17.7778 | 320 | 1.2696 | 0.4603 | 1.2696 | 1.1268 |
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- | No log | 17.8889 | 322 | 1.1606 | 0.5323 | 1.1606 | 1.0773 |
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- | No log | 18.0 | 324 | 1.1657 | 0.528 | 1.1657 | 1.0797 |
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- | No log | 18.1111 | 326 | 1.2725 | 0.4567 | 1.2725 | 1.1280 |
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- | No log | 18.2222 | 328 | 1.3827 | 0.4091 | 1.3827 | 1.1759 |
216
- | No log | 18.3333 | 330 | 1.4296 | 0.4 | 1.4296 | 1.1957 |
217
- | No log | 18.4444 | 332 | 1.4292 | 0.4 | 1.4292 | 1.1955 |
218
- | No log | 18.5556 | 334 | 1.3584 | 0.4697 | 1.3584 | 1.1655 |
219
- | No log | 18.6667 | 336 | 1.2253 | 0.5079 | 1.2253 | 1.1069 |
220
- | No log | 18.7778 | 338 | 1.2030 | 0.5323 | 1.2030 | 1.0968 |
221
- | No log | 18.8889 | 340 | 1.2899 | 0.4688 | 1.2899 | 1.1357 |
222
- | No log | 19.0 | 342 | 1.3934 | 0.4615 | 1.3934 | 1.1804 |
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- | No log | 19.1111 | 344 | 1.4310 | 0.4242 | 1.4310 | 1.1962 |
224
- | No log | 19.2222 | 346 | 1.3474 | 0.4651 | 1.3474 | 1.1608 |
225
- | No log | 19.3333 | 348 | 1.2123 | 0.5197 | 1.2123 | 1.1011 |
226
- | No log | 19.4444 | 350 | 1.0835 | 0.6190 | 1.0835 | 1.0409 |
227
- | No log | 19.5556 | 352 | 1.0483 | 0.6299 | 1.0483 | 1.0239 |
228
- | No log | 19.6667 | 354 | 1.0919 | 0.6190 | 1.0919 | 1.0450 |
229
- | No log | 19.7778 | 356 | 1.1786 | 0.5625 | 1.1786 | 1.0856 |
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- | No log | 19.8889 | 358 | 1.3220 | 0.5191 | 1.3220 | 1.1498 |
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- | No log | 20.0 | 360 | 1.5076 | 0.3504 | 1.5076 | 1.2278 |
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- | No log | 20.1111 | 362 | 1.5391 | 0.3504 | 1.5391 | 1.2406 |
233
- | No log | 20.2222 | 364 | 1.3497 | 0.4394 | 1.3497 | 1.1618 |
234
- | No log | 20.3333 | 366 | 1.2291 | 0.5079 | 1.2291 | 1.1086 |
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- | No log | 20.4444 | 368 | 1.2576 | 0.5079 | 1.2576 | 1.1214 |
236
- | No log | 20.5556 | 370 | 1.2908 | 0.5079 | 1.2908 | 1.1361 |
237
- | No log | 20.6667 | 372 | 1.3176 | 0.4615 | 1.3176 | 1.1478 |
238
- | No log | 20.7778 | 374 | 1.3333 | 0.4361 | 1.3333 | 1.1547 |
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- | No log | 20.8889 | 376 | 1.4097 | 0.4361 | 1.4097 | 1.1873 |
240
- | No log | 21.0 | 378 | 1.4595 | 0.4 | 1.4595 | 1.2081 |
241
- | No log | 21.1111 | 380 | 1.4463 | 0.4511 | 1.4463 | 1.2026 |
242
- | No log | 21.2222 | 382 | 1.4038 | 0.4961 | 1.4038 | 1.1848 |
243
- | No log | 21.3333 | 384 | 1.3199 | 0.5197 | 1.3199 | 1.1489 |
244
- | No log | 21.4444 | 386 | 1.3220 | 0.5197 | 1.3220 | 1.1498 |
245
- | No log | 21.5556 | 388 | 1.3725 | 0.5197 | 1.3725 | 1.1716 |
246
- | No log | 21.6667 | 390 | 1.4606 | 0.4545 | 1.4606 | 1.2086 |
247
- | No log | 21.7778 | 392 | 1.5000 | 0.4328 | 1.5000 | 1.2247 |
248
- | No log | 21.8889 | 394 | 1.4173 | 0.4394 | 1.4173 | 1.1905 |
249
- | No log | 22.0 | 396 | 1.3477 | 0.4394 | 1.3477 | 1.1609 |
250
- | No log | 22.1111 | 398 | 1.3326 | 0.4962 | 1.3326 | 1.1544 |
251
- | No log | 22.2222 | 400 | 1.2398 | 0.5469 | 1.2398 | 1.1135 |
252
- | No log | 22.3333 | 402 | 1.1913 | 0.5736 | 1.1913 | 1.0915 |
253
- | No log | 22.4444 | 404 | 1.1450 | 0.5846 | 1.1450 | 1.0701 |
254
- | No log | 22.5556 | 406 | 1.1891 | 0.5469 | 1.1891 | 1.0904 |
255
- | No log | 22.6667 | 408 | 1.1605 | 0.5469 | 1.1605 | 1.0773 |
256
- | No log | 22.7778 | 410 | 1.0954 | 0.5714 | 1.0954 | 1.0466 |
257
- | No log | 22.8889 | 412 | 1.1177 | 0.544 | 1.1177 | 1.0572 |
258
- | No log | 23.0 | 414 | 1.1727 | 0.512 | 1.1727 | 1.0829 |
259
- | No log | 23.1111 | 416 | 1.2065 | 0.4839 | 1.2065 | 1.0984 |
260
- | No log | 23.2222 | 418 | 1.2118 | 0.48 | 1.2118 | 1.1008 |
261
- | No log | 23.3333 | 420 | 1.2227 | 0.5079 | 1.2227 | 1.1057 |
262
- | No log | 23.4444 | 422 | 1.2427 | 0.5197 | 1.2427 | 1.1148 |
263
- | No log | 23.5556 | 424 | 1.2537 | 0.5156 | 1.2537 | 1.1197 |
264
- | No log | 23.6667 | 426 | 1.2628 | 0.5156 | 1.2628 | 1.1237 |
265
- | No log | 23.7778 | 428 | 1.2376 | 0.5156 | 1.2376 | 1.1125 |
266
- | No log | 23.8889 | 430 | 1.1614 | 0.5354 | 1.1614 | 1.0777 |
267
- | No log | 24.0 | 432 | 1.1310 | 0.5354 | 1.1310 | 1.0635 |
268
- | No log | 24.1111 | 434 | 1.1382 | 0.5354 | 1.1382 | 1.0668 |
269
- | No log | 24.2222 | 436 | 1.2160 | 0.5385 | 1.2160 | 1.1027 |
270
- | No log | 24.3333 | 438 | 1.3783 | 0.3881 | 1.3783 | 1.1740 |
271
- | No log | 24.4444 | 440 | 1.5406 | 0.3504 | 1.5406 | 1.2412 |
272
- | No log | 24.5556 | 442 | 1.5181 | 0.3235 | 1.5181 | 1.2321 |
273
- | No log | 24.6667 | 444 | 1.4056 | 0.4923 | 1.4056 | 1.1856 |
274
- | No log | 24.7778 | 446 | 1.2887 | 0.5197 | 1.2887 | 1.1352 |
275
- | No log | 24.8889 | 448 | 1.2434 | 0.5366 | 1.2434 | 1.1151 |
276
- | No log | 25.0 | 450 | 1.2660 | 0.5366 | 1.2660 | 1.1252 |
277
- | No log | 25.1111 | 452 | 1.2796 | 0.5161 | 1.2796 | 1.1312 |
278
- | No log | 25.2222 | 454 | 1.2685 | 0.512 | 1.2685 | 1.1263 |
279
- | No log | 25.3333 | 456 | 1.2138 | 0.5161 | 1.2138 | 1.1017 |
280
- | No log | 25.4444 | 458 | 1.1906 | 0.512 | 1.1906 | 1.0911 |
281
- | No log | 25.5556 | 460 | 1.1783 | 0.5312 | 1.1783 | 1.0855 |
282
- | No log | 25.6667 | 462 | 1.1486 | 0.5312 | 1.1486 | 1.0717 |
283
- | No log | 25.7778 | 464 | 1.1852 | 0.5426 | 1.1852 | 1.0887 |
284
- | No log | 25.8889 | 466 | 1.2981 | 0.4923 | 1.2981 | 1.1393 |
285
- | No log | 26.0 | 468 | 1.4278 | 0.3852 | 1.4278 | 1.1949 |
286
- | No log | 26.1111 | 470 | 1.4644 | 0.3704 | 1.4644 | 1.2101 |
287
- | No log | 26.2222 | 472 | 1.3641 | 0.5116 | 1.3641 | 1.1679 |
288
- | No log | 26.3333 | 474 | 1.2515 | 0.4762 | 1.2515 | 1.1187 |
289
- | No log | 26.4444 | 476 | 1.2331 | 0.4839 | 1.2331 | 1.1104 |
290
- | No log | 26.5556 | 478 | 1.2538 | 0.4839 | 1.2538 | 1.1197 |
291
- | No log | 26.6667 | 480 | 1.2491 | 0.4839 | 1.2491 | 1.1176 |
292
- | No log | 26.7778 | 482 | 1.2210 | 0.4878 | 1.2210 | 1.1050 |
293
- | No log | 26.8889 | 484 | 1.2202 | 0.4878 | 1.2202 | 1.1046 |
294
- | No log | 27.0 | 486 | 1.2710 | 0.5079 | 1.2710 | 1.1274 |
295
- | No log | 27.1111 | 488 | 1.3325 | 0.5116 | 1.3325 | 1.1543 |
296
- | No log | 27.2222 | 490 | 1.3226 | 0.5116 | 1.3226 | 1.1500 |
297
- | No log | 27.3333 | 492 | 1.3569 | 0.4844 | 1.3569 | 1.1648 |
298
- | No log | 27.4444 | 494 | 1.3738 | 0.4844 | 1.3738 | 1.1721 |
299
- | No log | 27.5556 | 496 | 1.3503 | 0.496 | 1.3503 | 1.1620 |
300
- | No log | 27.6667 | 498 | 1.3301 | 0.496 | 1.3301 | 1.1533 |
301
- | 0.3281 | 27.7778 | 500 | 1.3659 | 0.496 | 1.3659 | 1.1687 |
302
- | 0.3281 | 27.8889 | 502 | 1.3950 | 0.4921 | 1.3950 | 1.1811 |
303
- | 0.3281 | 28.0 | 504 | 1.3784 | 0.496 | 1.3784 | 1.1741 |
304
- | 0.3281 | 28.1111 | 506 | 1.3233 | 0.5512 | 1.3233 | 1.1503 |
305
- | 0.3281 | 28.2222 | 508 | 1.2705 | 0.5556 | 1.2705 | 1.1272 |
306
- | 0.3281 | 28.3333 | 510 | 1.2605 | 0.5669 | 1.2605 | 1.1227 |
307
- | 0.3281 | 28.4444 | 512 | 1.2942 | 0.5512 | 1.2942 | 1.1376 |
308
- | 0.3281 | 28.5556 | 514 | 1.4035 | 0.5116 | 1.4035 | 1.1847 |
309
- | 0.3281 | 28.6667 | 516 | 1.5015 | 0.3759 | 1.5015 | 1.2253 |
310
- | 0.3281 | 28.7778 | 518 | 1.5056 | 0.3759 | 1.5056 | 1.2270 |
311
- | 0.3281 | 28.8889 | 520 | 1.4851 | 0.3969 | 1.4851 | 1.2186 |
312
- | 0.3281 | 29.0 | 522 | 1.4167 | 0.4724 | 1.4167 | 1.1902 |
313
- | 0.3281 | 29.1111 | 524 | 1.3418 | 0.512 | 1.3418 | 1.1583 |
314
- | 0.3281 | 29.2222 | 526 | 1.2763 | 0.5161 | 1.2763 | 1.1297 |
315
- | 0.3281 | 29.3333 | 528 | 1.2682 | 0.5161 | 1.2682 | 1.1261 |
316
- | 0.3281 | 29.4444 | 530 | 1.2820 | 0.512 | 1.2820 | 1.1323 |
317
- | 0.3281 | 29.5556 | 532 | 1.2954 | 0.512 | 1.2954 | 1.1381 |
318
- | 0.3281 | 29.6667 | 534 | 1.2552 | 0.512 | 1.2552 | 1.1204 |
319
- | 0.3281 | 29.7778 | 536 | 1.2767 | 0.4839 | 1.2767 | 1.1299 |
320
- | 0.3281 | 29.8889 | 538 | 1.3347 | 0.4882 | 1.3347 | 1.1553 |
321
- | 0.3281 | 30.0 | 540 | 1.4123 | 0.4651 | 1.4123 | 1.1884 |
322
- | 0.3281 | 30.1111 | 542 | 1.4404 | 0.4651 | 1.4404 | 1.2002 |
323
- | 0.3281 | 30.2222 | 544 | 1.3775 | 0.4651 | 1.3775 | 1.1737 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
324
 
325
 
326
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task1_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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task1_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.
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  It achieves the following results on the evaluation set:
18
+ - Loss: 1.4459
19
+ - Qwk: 0.4928
20
+ - Mse: 1.4459
21
+ - Rmse: 1.2025
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0909 | 2 | 6.6944 | 0.0308 | 6.6944 | 2.5874 |
53
+ | No log | 0.1818 | 4 | 4.3989 | 0.1074 | 4.3989 | 2.0974 |
54
+ | No log | 0.2727 | 6 | 3.5543 | 0.0 | 3.5543 | 1.8853 |
55
+ | No log | 0.3636 | 8 | 3.3023 | 0.0230 | 3.3023 | 1.8172 |
56
+ | No log | 0.4545 | 10 | 3.2030 | 0.0778 | 3.2030 | 1.7897 |
57
+ | No log | 0.5455 | 12 | 2.2102 | 0.1517 | 2.2102 | 1.4867 |
58
+ | No log | 0.6364 | 14 | 2.3579 | -0.0270 | 2.3579 | 1.5355 |
59
+ | No log | 0.7273 | 16 | 2.4630 | -0.0411 | 2.4630 | 1.5694 |
60
+ | No log | 0.8182 | 18 | 2.3063 | 0.0 | 2.3063 | 1.5186 |
61
+ | No log | 0.9091 | 20 | 1.8667 | 0.2689 | 1.8667 | 1.3663 |
62
+ | No log | 1.0 | 22 | 1.5093 | 0.2243 | 1.5093 | 1.2285 |
63
+ | No log | 1.0909 | 24 | 1.4432 | 0.2407 | 1.4432 | 1.2013 |
64
+ | No log | 1.1818 | 26 | 1.4405 | 0.1905 | 1.4405 | 1.2002 |
65
+ | No log | 1.2727 | 28 | 1.6112 | 0.3419 | 1.6112 | 1.2693 |
66
+ | No log | 1.3636 | 30 | 1.7087 | 0.3438 | 1.7087 | 1.3072 |
67
+ | No log | 1.4545 | 32 | 1.6356 | 0.3577 | 1.6356 | 1.2789 |
68
+ | No log | 1.5455 | 34 | 1.5637 | 0.3590 | 1.5637 | 1.2505 |
69
+ | No log | 1.6364 | 36 | 1.5447 | 0.3652 | 1.5447 | 1.2429 |
70
+ | No log | 1.7273 | 38 | 1.5694 | 0.3621 | 1.5694 | 1.2527 |
71
+ | No log | 1.8182 | 40 | 2.0177 | 0.2286 | 2.0177 | 1.4205 |
72
+ | No log | 1.9091 | 42 | 2.2462 | 0.1389 | 2.2462 | 1.4987 |
73
+ | No log | 2.0 | 44 | 1.9031 | 0.3556 | 1.9031 | 1.3795 |
74
+ | No log | 2.0909 | 46 | 1.5366 | 0.3509 | 1.5366 | 1.2396 |
75
+ | No log | 2.1818 | 48 | 1.4825 | 0.2056 | 1.4825 | 1.2176 |
76
+ | No log | 2.2727 | 50 | 1.5832 | 0.3571 | 1.5832 | 1.2582 |
77
+ | No log | 2.3636 | 52 | 1.6747 | 0.4034 | 1.6747 | 1.2941 |
78
+ | No log | 2.4545 | 54 | 1.6914 | 0.4320 | 1.6914 | 1.3005 |
79
+ | No log | 2.5455 | 56 | 1.5720 | 0.3509 | 1.5720 | 1.2538 |
80
+ | No log | 2.6364 | 58 | 1.6941 | 0.4333 | 1.6941 | 1.3016 |
81
+ | No log | 2.7273 | 60 | 1.7770 | 0.4286 | 1.7770 | 1.3331 |
82
+ | No log | 2.8182 | 62 | 2.0386 | 0.2429 | 2.0386 | 1.4278 |
83
+ | No log | 2.9091 | 64 | 2.0031 | 0.2429 | 2.0031 | 1.4153 |
84
+ | No log | 3.0 | 66 | 1.8406 | 0.3382 | 1.8406 | 1.3567 |
85
+ | No log | 3.0909 | 68 | 1.4361 | 0.3871 | 1.4361 | 1.1984 |
86
+ | No log | 3.1818 | 70 | 1.2778 | 0.3333 | 1.2778 | 1.1304 |
87
+ | No log | 3.2727 | 72 | 1.2611 | 0.3478 | 1.2611 | 1.1230 |
88
+ | No log | 3.3636 | 74 | 1.4759 | 0.3279 | 1.4759 | 1.2149 |
89
+ | No log | 3.4545 | 76 | 1.7472 | 0.3088 | 1.7472 | 1.3218 |
90
+ | No log | 3.5455 | 78 | 1.5248 | 0.3566 | 1.5248 | 1.2348 |
91
+ | No log | 3.6364 | 80 | 1.2217 | 0.3866 | 1.2217 | 1.1053 |
92
+ | No log | 3.7273 | 82 | 1.2348 | 0.3559 | 1.2348 | 1.1112 |
93
+ | No log | 3.8182 | 84 | 1.4165 | 0.3802 | 1.4165 | 1.1901 |
94
+ | No log | 3.9091 | 86 | 1.6164 | 0.3252 | 1.6164 | 1.2714 |
95
+ | No log | 4.0 | 88 | 1.2544 | 0.3729 | 1.2544 | 1.1200 |
96
+ | No log | 4.0909 | 90 | 1.0909 | 0.5574 | 1.0909 | 1.0445 |
97
+ | No log | 4.1818 | 92 | 1.1862 | 0.5669 | 1.1862 | 1.0891 |
98
+ | No log | 4.2727 | 94 | 1.2350 | 0.5469 | 1.2350 | 1.1113 |
99
+ | No log | 4.3636 | 96 | 1.1685 | 0.5714 | 1.1685 | 1.0810 |
100
+ | No log | 4.4545 | 98 | 1.0530 | 0.625 | 1.0530 | 1.0262 |
101
+ | No log | 4.5455 | 100 | 1.0473 | 0.5203 | 1.0473 | 1.0234 |
102
+ | No log | 4.6364 | 102 | 1.0884 | 0.5041 | 1.0884 | 1.0432 |
103
+ | No log | 4.7273 | 104 | 1.1013 | 0.5645 | 1.1013 | 1.0494 |
104
+ | No log | 4.8182 | 106 | 1.1541 | 0.544 | 1.1541 | 1.0743 |
105
+ | No log | 4.9091 | 108 | 1.1621 | 0.5556 | 1.1621 | 1.0780 |
106
+ | No log | 5.0 | 110 | 1.2741 | 0.4848 | 1.2741 | 1.1288 |
107
+ | No log | 5.0909 | 112 | 1.2131 | 0.4806 | 1.2131 | 1.1014 |
108
+ | No log | 5.1818 | 114 | 1.1349 | 0.4921 | 1.1349 | 1.0653 |
109
+ | No log | 5.2727 | 116 | 1.3868 | 0.4545 | 1.3868 | 1.1776 |
110
+ | No log | 5.3636 | 118 | 1.5029 | 0.3788 | 1.5029 | 1.2259 |
111
+ | No log | 5.4545 | 120 | 1.3863 | 0.5231 | 1.3863 | 1.1774 |
112
+ | No log | 5.5455 | 122 | 1.3110 | 0.4754 | 1.3110 | 1.1450 |
113
+ | No log | 5.6364 | 124 | 1.3255 | 0.2342 | 1.3255 | 1.1513 |
114
+ | No log | 5.7273 | 126 | 1.3586 | 0.2735 | 1.3586 | 1.1656 |
115
+ | No log | 5.8182 | 128 | 1.2766 | 0.2679 | 1.2766 | 1.1299 |
116
+ | No log | 5.9091 | 130 | 1.2161 | 0.4715 | 1.2161 | 1.1028 |
117
+ | No log | 6.0 | 132 | 1.1239 | 0.544 | 1.1239 | 1.0601 |
118
+ | No log | 6.0909 | 134 | 1.0819 | 0.544 | 1.0819 | 1.0401 |
119
+ | No log | 6.1818 | 136 | 1.0795 | 0.5246 | 1.0795 | 1.0390 |
120
+ | No log | 6.2727 | 138 | 1.2697 | 0.4496 | 1.2697 | 1.1268 |
121
+ | No log | 6.3636 | 140 | 1.2350 | 0.4651 | 1.2350 | 1.1113 |
122
+ | No log | 6.4545 | 142 | 1.0681 | 0.5920 | 1.0681 | 1.0335 |
123
+ | No log | 6.5455 | 144 | 1.0749 | 0.5538 | 1.0749 | 1.0368 |
124
+ | No log | 6.6364 | 146 | 1.2324 | 0.5 | 1.2324 | 1.1102 |
125
+ | No log | 6.7273 | 148 | 1.2049 | 0.5522 | 1.2049 | 1.0977 |
126
+ | No log | 6.8182 | 150 | 1.2314 | 0.5522 | 1.2314 | 1.1097 |
127
+ | No log | 6.9091 | 152 | 1.2851 | 0.5333 | 1.2851 | 1.1336 |
128
+ | No log | 7.0 | 154 | 1.3086 | 0.5113 | 1.3086 | 1.1439 |
129
+ | No log | 7.0909 | 156 | 1.2015 | 0.5564 | 1.2015 | 1.0961 |
130
+ | No log | 7.1818 | 158 | 1.0828 | 0.6047 | 1.0828 | 1.0406 |
131
+ | No log | 7.2727 | 160 | 1.0626 | 0.5938 | 1.0626 | 1.0308 |
132
+ | No log | 7.3636 | 162 | 1.1472 | 0.5271 | 1.1472 | 1.0711 |
133
+ | No log | 7.4545 | 164 | 1.1854 | 0.5191 | 1.1854 | 1.0888 |
134
+ | No log | 7.5455 | 166 | 1.0412 | 0.6094 | 1.0412 | 1.0204 |
135
+ | No log | 7.6364 | 168 | 0.8889 | 0.5512 | 0.8889 | 0.9428 |
136
+ | No log | 7.7273 | 170 | 0.8689 | 0.6418 | 0.8689 | 0.9322 |
137
+ | No log | 7.8182 | 172 | 0.8452 | 0.6154 | 0.8452 | 0.9193 |
138
+ | No log | 7.9091 | 174 | 0.9799 | 0.5802 | 0.9799 | 0.9899 |
139
+ | No log | 8.0 | 176 | 1.2362 | 0.5038 | 1.2362 | 1.1119 |
140
+ | No log | 8.0909 | 178 | 1.2014 | 0.5077 | 1.2014 | 1.0961 |
141
+ | No log | 8.1818 | 180 | 1.0222 | 0.5692 | 1.0222 | 1.0111 |
142
+ | No log | 8.2727 | 182 | 0.8645 | 0.5760 | 0.8645 | 0.9298 |
143
+ | No log | 8.3636 | 184 | 0.8679 | 0.6457 | 0.8679 | 0.9316 |
144
+ | No log | 8.4545 | 186 | 0.9333 | 0.5691 | 0.9333 | 0.9661 |
145
+ | No log | 8.5455 | 188 | 1.1434 | 0.5469 | 1.1434 | 1.0693 |
146
+ | No log | 8.6364 | 190 | 1.4762 | 0.4545 | 1.4762 | 1.2150 |
147
+ | No log | 8.7273 | 192 | 1.6066 | 0.3597 | 1.6066 | 1.2675 |
148
+ | No log | 8.8182 | 194 | 1.5170 | 0.4058 | 1.5170 | 1.2317 |
149
+ | No log | 8.9091 | 196 | 1.3415 | 0.5 | 1.3415 | 1.1582 |
150
+ | No log | 9.0 | 198 | 1.3555 | 0.4812 | 1.3555 | 1.1643 |
151
+ | No log | 9.0909 | 200 | 1.5289 | 0.3913 | 1.5289 | 1.2365 |
152
+ | No log | 9.1818 | 202 | 1.7620 | 0.2695 | 1.7620 | 1.3274 |
153
+ | No log | 9.2727 | 204 | 1.7785 | 0.3121 | 1.7785 | 1.3336 |
154
+ | No log | 9.3636 | 206 | 1.5902 | 0.3597 | 1.5902 | 1.2610 |
155
+ | No log | 9.4545 | 208 | 1.2586 | 0.528 | 1.2586 | 1.1219 |
156
+ | No log | 9.5455 | 210 | 1.0631 | 0.6032 | 1.0631 | 1.0311 |
157
+ | No log | 9.6364 | 212 | 1.0807 | 0.5854 | 1.0807 | 1.0396 |
158
+ | No log | 9.7273 | 214 | 1.2966 | 0.4103 | 1.2966 | 1.1387 |
159
+ | No log | 9.8182 | 216 | 1.2548 | 0.4839 | 1.2548 | 1.1202 |
160
+ | No log | 9.9091 | 218 | 1.0792 | 0.56 | 1.0792 | 1.0389 |
161
+ | No log | 10.0 | 220 | 1.0316 | 0.4874 | 1.0316 | 1.0157 |
162
+ | No log | 10.0909 | 222 | 1.0626 | 0.4915 | 1.0626 | 1.0308 |
163
+ | No log | 10.1818 | 224 | 1.0787 | 0.5 | 1.0787 | 1.0386 |
164
+ | No log | 10.2727 | 226 | 1.2502 | 0.5271 | 1.2502 | 1.1181 |
165
+ | No log | 10.3636 | 228 | 1.3556 | 0.4627 | 1.3556 | 1.1643 |
166
+ | No log | 10.4545 | 230 | 1.3126 | 0.4925 | 1.3126 | 1.1457 |
167
+ | No log | 10.5455 | 232 | 1.2704 | 0.5344 | 1.2704 | 1.1271 |
168
+ | No log | 10.6364 | 234 | 1.2393 | 0.5344 | 1.2393 | 1.1132 |
169
+ | No log | 10.7273 | 236 | 1.1494 | 0.5625 | 1.1494 | 1.0721 |
170
+ | No log | 10.8182 | 238 | 1.0997 | 0.5366 | 1.0997 | 1.0487 |
171
+ | No log | 10.9091 | 240 | 1.1052 | 0.5410 | 1.1052 | 1.0513 |
172
+ | No log | 11.0 | 242 | 1.1534 | 0.5625 | 1.1534 | 1.0740 |
173
+ | No log | 11.0909 | 244 | 1.1752 | 0.5354 | 1.1752 | 1.0841 |
174
+ | No log | 11.1818 | 246 | 1.1332 | 0.5625 | 1.1332 | 1.0645 |
175
+ | No log | 11.2727 | 248 | 1.1437 | 0.5802 | 1.1437 | 1.0694 |
176
+ | No log | 11.3636 | 250 | 1.1161 | 0.5758 | 1.1161 | 1.0564 |
177
+ | No log | 11.4545 | 252 | 1.1323 | 0.5714 | 1.1323 | 1.0641 |
178
+ | No log | 11.5455 | 254 | 1.2092 | 0.5522 | 1.2092 | 1.0997 |
179
+ | No log | 11.6364 | 256 | 1.2979 | 0.5224 | 1.2979 | 1.1392 |
180
+ | No log | 11.7273 | 258 | 1.2599 | 0.5606 | 1.2599 | 1.1224 |
181
+ | No log | 11.8182 | 260 | 1.1007 | 0.6047 | 1.1007 | 1.0492 |
182
+ | No log | 11.9091 | 262 | 1.0426 | 0.5920 | 1.0426 | 1.0211 |
183
+ | No log | 12.0 | 264 | 1.0492 | 0.5806 | 1.0492 | 1.0243 |
184
+ | No log | 12.0909 | 266 | 1.0814 | 0.5938 | 1.0814 | 1.0399 |
185
+ | No log | 12.1818 | 268 | 1.1873 | 0.5714 | 1.1873 | 1.0897 |
186
+ | No log | 12.2727 | 270 | 1.3101 | 0.5414 | 1.3101 | 1.1446 |
187
+ | No log | 12.3636 | 272 | 1.3390 | 0.5294 | 1.3390 | 1.1571 |
188
+ | No log | 12.4545 | 274 | 1.2588 | 0.5373 | 1.2588 | 1.1220 |
189
+ | No log | 12.5455 | 276 | 1.2455 | 0.5441 | 1.2455 | 1.1160 |
190
+ | No log | 12.6364 | 278 | 1.1491 | 0.5414 | 1.1491 | 1.0720 |
191
+ | No log | 12.7273 | 280 | 1.1375 | 0.5821 | 1.1375 | 1.0665 |
192
+ | No log | 12.8182 | 282 | 1.2592 | 0.5441 | 1.2592 | 1.1221 |
193
+ | No log | 12.9091 | 284 | 1.4823 | 0.3916 | 1.4823 | 1.2175 |
194
+ | No log | 13.0 | 286 | 1.4922 | 0.4348 | 1.4922 | 1.2216 |
195
+ | No log | 13.0909 | 288 | 1.4849 | 0.4348 | 1.4849 | 1.2185 |
196
+ | No log | 13.1818 | 290 | 1.3437 | 0.5152 | 1.3437 | 1.1592 |
197
+ | No log | 13.2727 | 292 | 1.2307 | 0.5802 | 1.2307 | 1.1094 |
198
+ | No log | 13.3636 | 294 | 1.1324 | 0.6047 | 1.1324 | 1.0642 |
199
+ | No log | 13.4545 | 296 | 1.1774 | 0.5625 | 1.1774 | 1.0851 |
200
+ | No log | 13.5455 | 298 | 1.3675 | 0.5037 | 1.3675 | 1.1694 |
201
+ | No log | 13.6364 | 300 | 1.5971 | 0.4058 | 1.5971 | 1.2637 |
202
+ | No log | 13.7273 | 302 | 1.5843 | 0.4296 | 1.5843 | 1.2587 |
203
+ | No log | 13.8182 | 304 | 1.4719 | 0.4559 | 1.4719 | 1.2132 |
204
+ | No log | 13.9091 | 306 | 1.4771 | 0.4559 | 1.4771 | 1.2154 |
205
+ | No log | 14.0 | 308 | 1.4060 | 0.4741 | 1.4060 | 1.1858 |
206
+ | No log | 14.0909 | 310 | 1.5400 | 0.4058 | 1.5400 | 1.2410 |
207
+ | No log | 14.1818 | 312 | 1.5288 | 0.4113 | 1.5288 | 1.2364 |
208
+ | No log | 14.2727 | 314 | 1.3360 | 0.5 | 1.3360 | 1.1558 |
209
+ | No log | 14.3636 | 316 | 1.2116 | 0.5333 | 1.2116 | 1.1007 |
210
+ | No log | 14.4545 | 318 | 1.1950 | 0.5564 | 1.1950 | 1.0932 |
211
+ | No log | 14.5455 | 320 | 1.2072 | 0.5414 | 1.2072 | 1.0987 |
212
+ | No log | 14.6364 | 322 | 1.3058 | 0.5 | 1.3058 | 1.1427 |
213
+ | No log | 14.7273 | 324 | 1.4757 | 0.4604 | 1.4757 | 1.2148 |
214
+ | No log | 14.8182 | 326 | 1.4916 | 0.4380 | 1.4916 | 1.2213 |
215
+ | No log | 14.9091 | 328 | 1.3495 | 0.4818 | 1.3495 | 1.1617 |
216
+ | No log | 15.0 | 330 | 1.1963 | 0.5385 | 1.1963 | 1.0937 |
217
+ | No log | 15.0909 | 332 | 1.1146 | 0.5781 | 1.1146 | 1.0557 |
218
+ | No log | 15.1818 | 334 | 1.1249 | 0.5760 | 1.1249 | 1.0606 |
219
+ | No log | 15.2727 | 336 | 1.1262 | 0.5760 | 1.1262 | 1.0612 |
220
+ | No log | 15.3636 | 338 | 1.0998 | 0.5760 | 1.0998 | 1.0487 |
221
+ | No log | 15.4545 | 340 | 1.0774 | 0.5920 | 1.0774 | 1.0380 |
222
+ | No log | 15.5455 | 342 | 1.1713 | 0.5984 | 1.1713 | 1.0823 |
223
+ | No log | 15.6364 | 344 | 1.3198 | 0.4962 | 1.3198 | 1.1488 |
224
+ | No log | 15.7273 | 346 | 1.3959 | 0.4741 | 1.3959 | 1.1815 |
225
+ | No log | 15.8182 | 348 | 1.3528 | 0.4853 | 1.3528 | 1.1631 |
226
+ | No log | 15.9091 | 350 | 1.3031 | 0.5109 | 1.3031 | 1.1415 |
227
+ | No log | 16.0 | 352 | 1.1807 | 0.5294 | 1.1807 | 1.0866 |
228
+ | No log | 16.0909 | 354 | 1.1638 | 0.5294 | 1.1638 | 1.0788 |
229
+ | No log | 16.1818 | 356 | 1.2586 | 0.5255 | 1.2586 | 1.1219 |
230
+ | No log | 16.2727 | 358 | 1.3298 | 0.5109 | 1.3298 | 1.1532 |
231
+ | No log | 16.3636 | 360 | 1.3405 | 0.5185 | 1.3405 | 1.1578 |
232
+ | No log | 16.4545 | 362 | 1.3148 | 0.5414 | 1.3148 | 1.1466 |
233
+ | No log | 16.5455 | 364 | 1.2225 | 0.5846 | 1.2225 | 1.1057 |
234
+ | No log | 16.6364 | 366 | 1.2551 | 0.5397 | 1.2551 | 1.1203 |
235
+ | No log | 16.7273 | 368 | 1.3064 | 0.5581 | 1.3064 | 1.1430 |
236
+ | No log | 16.8182 | 370 | 1.2694 | 0.5736 | 1.2694 | 1.1267 |
237
+ | No log | 16.9091 | 372 | 1.3017 | 0.5455 | 1.3017 | 1.1409 |
238
+ | No log | 17.0 | 374 | 1.3239 | 0.5152 | 1.3239 | 1.1506 |
239
+ | No log | 17.0909 | 376 | 1.2936 | 0.5075 | 1.2936 | 1.1374 |
240
+ | No log | 17.1818 | 378 | 1.2098 | 0.5758 | 1.2098 | 1.0999 |
241
+ | No log | 17.2727 | 380 | 1.1865 | 0.5649 | 1.1865 | 1.0892 |
242
+ | No log | 17.3636 | 382 | 1.1688 | 0.5649 | 1.1688 | 1.0811 |
243
+ | No log | 17.4545 | 384 | 1.2160 | 0.5649 | 1.2160 | 1.1027 |
244
+ | No log | 17.5455 | 386 | 1.3844 | 0.4818 | 1.3844 | 1.1766 |
245
+ | No log | 17.6364 | 388 | 1.4489 | 0.4380 | 1.4489 | 1.2037 |
246
+ | No log | 17.7273 | 390 | 1.3901 | 0.4818 | 1.3901 | 1.1790 |
247
+ | No log | 17.8182 | 392 | 1.3137 | 0.5147 | 1.3137 | 1.1462 |
248
+ | No log | 17.9091 | 394 | 1.3600 | 0.5 | 1.3600 | 1.1662 |
249
+ | No log | 18.0 | 396 | 1.4179 | 0.4380 | 1.4179 | 1.1908 |
250
+ | No log | 18.0909 | 398 | 1.4830 | 0.4118 | 1.4830 | 1.2178 |
251
+ | No log | 18.1818 | 400 | 1.4860 | 0.4662 | 1.4860 | 1.2190 |
252
+ | No log | 18.2727 | 402 | 1.4051 | 0.4885 | 1.4051 | 1.1854 |
253
+ | No log | 18.3636 | 404 | 1.3130 | 0.5312 | 1.3130 | 1.1459 |
254
+ | No log | 18.4545 | 406 | 1.2290 | 0.5692 | 1.2290 | 1.1086 |
255
+ | No log | 18.5455 | 408 | 1.2603 | 0.5496 | 1.2603 | 1.1226 |
256
+ | No log | 18.6364 | 410 | 1.3467 | 0.4925 | 1.3467 | 1.1605 |
257
+ | No log | 18.7273 | 412 | 1.3769 | 0.4925 | 1.3769 | 1.1734 |
258
+ | No log | 18.8182 | 414 | 1.2567 | 0.5496 | 1.2567 | 1.1210 |
259
+ | No log | 18.9091 | 416 | 1.1686 | 0.5606 | 1.1686 | 1.0810 |
260
+ | No log | 19.0 | 418 | 1.1253 | 0.5758 | 1.1253 | 1.0608 |
261
+ | No log | 19.0909 | 420 | 1.1205 | 0.5846 | 1.1205 | 1.0585 |
262
+ | No log | 19.1818 | 422 | 1.2026 | 0.5606 | 1.2026 | 1.0967 |
263
+ | No log | 19.2727 | 424 | 1.3184 | 0.5496 | 1.3184 | 1.1482 |
264
+ | No log | 19.3636 | 426 | 1.4122 | 0.5038 | 1.4122 | 1.1884 |
265
+ | No log | 19.4545 | 428 | 1.3766 | 0.5231 | 1.3766 | 1.1733 |
266
+ | No log | 19.5455 | 430 | 1.2589 | 0.5496 | 1.2589 | 1.1220 |
267
+ | No log | 19.6364 | 432 | 1.1246 | 0.5649 | 1.1246 | 1.0605 |
268
+ | No log | 19.7273 | 434 | 1.0664 | 0.5891 | 1.0664 | 1.0327 |
269
+ | No log | 19.8182 | 436 | 1.1128 | 0.5781 | 1.1128 | 1.0549 |
270
+ | No log | 19.9091 | 438 | 1.1955 | 0.5538 | 1.1955 | 1.0934 |
271
+ | No log | 20.0 | 440 | 1.3029 | 0.5564 | 1.3029 | 1.1414 |
272
+ | No log | 20.0909 | 442 | 1.3311 | 0.5522 | 1.3311 | 1.1537 |
273
+ | No log | 20.1818 | 444 | 1.2928 | 0.5630 | 1.2928 | 1.1370 |
274
+ | No log | 20.2727 | 446 | 1.2881 | 0.5588 | 1.2881 | 1.1349 |
275
+ | No log | 20.3636 | 448 | 1.3135 | 0.5588 | 1.3135 | 1.1461 |
276
+ | No log | 20.4545 | 450 | 1.4456 | 0.4638 | 1.4456 | 1.2023 |
277
+ | No log | 20.5455 | 452 | 1.5061 | 0.4088 | 1.5061 | 1.2272 |
278
+ | No log | 20.6364 | 454 | 1.4593 | 0.4296 | 1.4593 | 1.2080 |
279
+ | No log | 20.7273 | 456 | 1.3898 | 0.4662 | 1.3898 | 1.1789 |
280
+ | No log | 20.8182 | 458 | 1.3665 | 0.4962 | 1.3665 | 1.1690 |
281
+ | No log | 20.9091 | 460 | 1.2574 | 0.5758 | 1.2574 | 1.1213 |
282
+ | No log | 21.0 | 462 | 1.1946 | 0.5846 | 1.1946 | 1.0930 |
283
+ | No log | 21.0909 | 464 | 1.2137 | 0.5802 | 1.2137 | 1.1017 |
284
+ | No log | 21.1818 | 466 | 1.1918 | 0.5802 | 1.1918 | 1.0917 |
285
+ | No log | 21.2727 | 468 | 1.2288 | 0.5564 | 1.2288 | 1.1085 |
286
+ | No log | 21.3636 | 470 | 1.2474 | 0.5522 | 1.2474 | 1.1169 |
287
+ | No log | 21.4545 | 472 | 1.2851 | 0.5 | 1.2851 | 1.1336 |
288
+ | No log | 21.5455 | 474 | 1.3672 | 0.4848 | 1.3672 | 1.1693 |
289
+ | No log | 21.6364 | 476 | 1.5004 | 0.3704 | 1.5004 | 1.2249 |
290
+ | No log | 21.7273 | 478 | 1.4678 | 0.4211 | 1.4678 | 1.2115 |
291
+ | No log | 21.8182 | 480 | 1.3377 | 0.5 | 1.3377 | 1.1566 |
292
+ | No log | 21.9091 | 482 | 1.2228 | 0.5556 | 1.2228 | 1.1058 |
293
+ | No log | 22.0 | 484 | 1.1964 | 0.5781 | 1.1964 | 1.0938 |
294
+ | No log | 22.0909 | 486 | 1.2587 | 0.5538 | 1.2587 | 1.1219 |
295
+ | No log | 22.1818 | 488 | 1.3294 | 0.4776 | 1.3294 | 1.1530 |
296
+ | No log | 22.2727 | 490 | 1.2927 | 0.5373 | 1.2927 | 1.1370 |
297
+ | No log | 22.3636 | 492 | 1.1977 | 0.5581 | 1.1977 | 1.0944 |
298
+ | No log | 22.4545 | 494 | 1.1868 | 0.5581 | 1.1868 | 1.0894 |
299
+ | No log | 22.5455 | 496 | 1.2908 | 0.5333 | 1.2908 | 1.1361 |
300
+ | No log | 22.6364 | 498 | 1.2755 | 0.5333 | 1.2755 | 1.1294 |
301
+ | 0.4372 | 22.7273 | 500 | 1.2479 | 0.5224 | 1.2479 | 1.1171 |
302
+ | 0.4372 | 22.8182 | 502 | 1.1773 | 0.5414 | 1.1773 | 1.0850 |
303
+ | 0.4372 | 22.9091 | 504 | 1.1747 | 0.5303 | 1.1747 | 1.0838 |
304
+ | 0.4372 | 23.0 | 506 | 1.1688 | 0.5581 | 1.1688 | 1.0811 |
305
+ | 0.4372 | 23.0909 | 508 | 1.2374 | 0.5303 | 1.2374 | 1.1124 |
306
+ | 0.4372 | 23.1818 | 510 | 1.3485 | 0.5075 | 1.3485 | 1.1612 |
307
+ | 0.4372 | 23.2727 | 512 | 1.3611 | 0.4812 | 1.3611 | 1.1667 |
308
+ | 0.4372 | 23.3636 | 514 | 1.2690 | 0.5373 | 1.2690 | 1.1265 |
309
+ | 0.4372 | 23.4545 | 516 | 1.1745 | 0.5581 | 1.1745 | 1.0837 |
310
+ | 0.4372 | 23.5455 | 518 | 1.1886 | 0.5581 | 1.1886 | 1.0902 |
311
+ | 0.4372 | 23.6364 | 520 | 1.1865 | 0.5581 | 1.1865 | 1.0892 |
312
+ | 0.4372 | 23.7273 | 522 | 1.2270 | 0.5231 | 1.2270 | 1.1077 |
313
+ | 0.4372 | 23.8182 | 524 | 1.2588 | 0.5 | 1.2588 | 1.1219 |
314
+ | 0.4372 | 23.9091 | 526 | 1.2543 | 0.5303 | 1.2543 | 1.1199 |
315
+ | 0.4372 | 24.0 | 528 | 1.2040 | 0.5469 | 1.2040 | 1.0973 |
316
+ | 0.4372 | 24.0909 | 530 | 1.1897 | 0.5469 | 1.1897 | 1.0907 |
317
+ | 0.4372 | 24.1818 | 532 | 1.2742 | 0.5263 | 1.2742 | 1.1288 |
318
+ | 0.4372 | 24.2727 | 534 | 1.2917 | 0.5263 | 1.2917 | 1.1365 |
319
+ | 0.4372 | 24.3636 | 536 | 1.2673 | 0.5303 | 1.2673 | 1.1258 |
320
+ | 0.4372 | 24.4545 | 538 | 1.2512 | 0.5496 | 1.2512 | 1.1186 |
321
+ | 0.4372 | 24.5455 | 540 | 1.2425 | 0.5496 | 1.2425 | 1.1147 |
322
+ | 0.4372 | 24.6364 | 542 | 1.1992 | 0.5538 | 1.1992 | 1.0951 |
323
+ | 0.4372 | 24.7273 | 544 | 1.2353 | 0.5496 | 1.2353 | 1.1114 |
324
+ | 0.4372 | 24.8182 | 546 | 1.1803 | 0.5581 | 1.1803 | 1.0864 |
325
+ | 0.4372 | 24.9091 | 548 | 1.1834 | 0.5538 | 1.1834 | 1.0879 |
326
+ | 0.4372 | 25.0 | 550 | 1.1768 | 0.5303 | 1.1768 | 1.0848 |
327
+ | 0.4372 | 25.0909 | 552 | 1.2020 | 0.5303 | 1.2020 | 1.0963 |
328
+ | 0.4372 | 25.1818 | 554 | 1.1802 | 0.5496 | 1.1802 | 1.0864 |
329
+ | 0.4372 | 25.2727 | 556 | 1.1780 | 0.5469 | 1.1780 | 1.0853 |
330
+ | 0.4372 | 25.3636 | 558 | 1.1848 | 0.5469 | 1.1848 | 1.0885 |
331
+ | 0.4372 | 25.4545 | 560 | 1.1782 | 0.5581 | 1.1782 | 1.0854 |
332
+ | 0.4372 | 25.5455 | 562 | 1.2549 | 0.5455 | 1.2549 | 1.1202 |
333
+ | 0.4372 | 25.6364 | 564 | 1.2748 | 0.5455 | 1.2748 | 1.1291 |
334
+ | 0.4372 | 25.7273 | 566 | 1.2153 | 0.5455 | 1.2153 | 1.1024 |
335
+ | 0.4372 | 25.8182 | 568 | 1.1683 | 0.5496 | 1.1683 | 1.0809 |
336
+ | 0.4372 | 25.9091 | 570 | 1.2356 | 0.5455 | 1.2356 | 1.1116 |
337
+ | 0.4372 | 26.0 | 572 | 1.2925 | 0.5455 | 1.2925 | 1.1369 |
338
+ | 0.4372 | 26.0909 | 574 | 1.3570 | 0.5152 | 1.3570 | 1.1649 |
339
+ | 0.4372 | 26.1818 | 576 | 1.2853 | 0.5455 | 1.2853 | 1.1337 |
340
+ | 0.4372 | 26.2727 | 578 | 1.1722 | 0.5469 | 1.1722 | 1.0827 |
341
+ | 0.4372 | 26.3636 | 580 | 1.0704 | 0.5760 | 1.0704 | 1.0346 |
342
+ | 0.4372 | 26.4545 | 582 | 1.0398 | 0.5873 | 1.0398 | 1.0197 |
343
+ | 0.4372 | 26.5455 | 584 | 1.0965 | 0.5649 | 1.0965 | 1.0471 |
344
+ | 0.4372 | 26.6364 | 586 | 1.2910 | 0.5522 | 1.2910 | 1.1362 |
345
+ | 0.4372 | 26.7273 | 588 | 1.6336 | 0.3611 | 1.6336 | 1.2781 |
346
+ | 0.4372 | 26.8182 | 590 | 1.8004 | 0.3514 | 1.8004 | 1.3418 |
347
+ | 0.4372 | 26.9091 | 592 | 1.6533 | 0.3662 | 1.6533 | 1.2858 |
348
+ | 0.4372 | 27.0 | 594 | 1.5029 | 0.4604 | 1.5029 | 1.2259 |
349
+ | 0.4372 | 27.0909 | 596 | 1.4459 | 0.4928 | 1.4459 | 1.2025 |
350
 
351
 
352
  ### Framework versions