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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task2_organization

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  1. README.md +274 -263
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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_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: 1.1959
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- - Qwk: 0.1542
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- - Mse: 1.1959
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- - Rmse: 1.0936
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  ## Model description
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@@ -49,263 +49,274 @@ 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 | 0.0571 | 2 | 4.6372 | 0.0010 | 4.6372 | 2.1534 |
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- | No log | 0.1143 | 4 | 2.8791 | -0.0314 | 2.8791 | 1.6968 |
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- | No log | 0.1714 | 6 | 1.7762 | 0.0504 | 1.7762 | 1.3327 |
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- | No log | 0.2286 | 8 | 1.5653 | -0.0271 | 1.5653 | 1.2511 |
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- | No log | 0.2857 | 10 | 1.3967 | 0.0428 | 1.3967 | 1.1818 |
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- | No log | 0.3429 | 12 | 1.7917 | 0.0017 | 1.7917 | 1.3385 |
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- | No log | 0.4 | 14 | 1.8331 | 0.0816 | 1.8331 | 1.3539 |
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- | No log | 0.4571 | 16 | 1.2421 | 0.1044 | 1.2421 | 1.1145 |
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- | No log | 0.5143 | 18 | 1.2428 | 0.0454 | 1.2428 | 1.1148 |
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- | No log | 0.5714 | 20 | 1.4423 | -0.0901 | 1.4423 | 1.2010 |
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- | No log | 0.6286 | 22 | 1.6816 | -0.0149 | 1.6816 | 1.2968 |
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- | No log | 0.6857 | 24 | 1.7541 | 0.0 | 1.7541 | 1.3244 |
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- | No log | 0.7429 | 26 | 1.6087 | 0.0 | 1.6087 | 1.2684 |
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- | No log | 0.8 | 28 | 1.4038 | -0.0149 | 1.4038 | 1.1848 |
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- | No log | 0.8571 | 30 | 1.1593 | 0.2439 | 1.1593 | 1.0767 |
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- | No log | 0.9143 | 32 | 1.0966 | 0.2513 | 1.0966 | 1.0472 |
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- | No log | 0.9714 | 34 | 1.1020 | 0.2782 | 1.1020 | 1.0498 |
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- | No log | 1.0286 | 36 | 1.1381 | 0.2938 | 1.1381 | 1.0668 |
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- | No log | 1.0857 | 38 | 1.1109 | 0.3041 | 1.1109 | 1.0540 |
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- | No log | 1.1429 | 40 | 1.1003 | 0.2887 | 1.1003 | 1.0489 |
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- | No log | 1.2 | 42 | 1.0891 | 0.2991 | 1.0891 | 1.0436 |
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- | No log | 1.2571 | 44 | 1.1314 | 0.2386 | 1.1314 | 1.0637 |
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- | No log | 1.3143 | 46 | 1.3273 | 0.1865 | 1.3273 | 1.1521 |
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- | No log | 1.3714 | 48 | 1.9411 | 0.1586 | 1.9411 | 1.3932 |
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- | No log | 1.4286 | 50 | 2.2443 | 0.1612 | 2.2443 | 1.4981 |
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- | No log | 1.4857 | 52 | 1.9598 | 0.0538 | 1.9598 | 1.3999 |
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- | No log | 1.5429 | 54 | 1.5575 | -0.0149 | 1.5575 | 1.2480 |
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- | No log | 1.6 | 56 | 1.3756 | 0.1827 | 1.3756 | 1.1728 |
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- | No log | 1.6571 | 58 | 1.2591 | 0.1772 | 1.2591 | 1.1221 |
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- | No log | 1.7143 | 60 | 1.2536 | 0.1815 | 1.2536 | 1.1196 |
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- | No log | 1.7714 | 62 | 1.4923 | 0.1730 | 1.4923 | 1.2216 |
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- | No log | 1.8286 | 64 | 1.5058 | 0.1708 | 1.5058 | 1.2271 |
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- | No log | 1.8857 | 66 | 1.4472 | 0.1051 | 1.4472 | 1.2030 |
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- | No log | 1.9429 | 68 | 1.4352 | 0.0707 | 1.4352 | 1.1980 |
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- | No log | 2.0 | 70 | 1.3038 | 0.1076 | 1.3038 | 1.1418 |
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- | No log | 2.0571 | 72 | 1.2275 | 0.1679 | 1.2275 | 1.1079 |
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- | No log | 2.1143 | 74 | 1.2169 | 0.1772 | 1.2169 | 1.1031 |
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- | No log | 2.1714 | 76 | 1.2086 | 0.1772 | 1.2086 | 1.0994 |
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- | No log | 2.2286 | 78 | 1.1532 | 0.1848 | 1.1532 | 1.0739 |
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- | No log | 2.2857 | 80 | 1.1199 | 0.2358 | 1.1199 | 1.0582 |
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- | No log | 2.3429 | 82 | 1.1160 | 0.2823 | 1.1160 | 1.0564 |
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- | No log | 2.4 | 84 | 1.1092 | 0.2601 | 1.1092 | 1.0532 |
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- | No log | 2.4571 | 86 | 1.1456 | 0.2735 | 1.1456 | 1.0703 |
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- | No log | 2.5143 | 88 | 1.4650 | 0.1568 | 1.4650 | 1.2104 |
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- | No log | 2.5714 | 90 | 1.7553 | 0.2117 | 1.7553 | 1.3249 |
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- | No log | 2.6286 | 92 | 1.5126 | 0.2486 | 1.5126 | 1.2299 |
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- | No log | 2.6857 | 94 | 1.2340 | 0.3007 | 1.2340 | 1.1109 |
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- | No log | 2.7429 | 96 | 1.1330 | 0.3009 | 1.1330 | 1.0644 |
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- | No log | 2.8 | 98 | 1.1240 | 0.3009 | 1.1240 | 1.0602 |
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- | No log | 2.8571 | 100 | 1.3451 | 0.1928 | 1.3451 | 1.1598 |
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- | No log | 2.9143 | 102 | 1.2717 | 0.2832 | 1.2717 | 1.1277 |
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- | No log | 2.9714 | 104 | 1.0922 | 0.2923 | 1.0922 | 1.0451 |
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- | No log | 3.0286 | 106 | 1.2438 | 0.2117 | 1.2438 | 1.1152 |
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- | No log | 3.0857 | 108 | 1.2334 | 0.3220 | 1.2334 | 1.1106 |
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- | No log | 3.1429 | 110 | 1.1022 | 0.2923 | 1.1022 | 1.0498 |
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- | No log | 3.2 | 112 | 1.3579 | 0.2105 | 1.3579 | 1.1653 |
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- | No log | 3.2571 | 114 | 1.5872 | 0.0324 | 1.5872 | 1.2598 |
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- | No log | 3.3143 | 116 | 1.5237 | 0.0324 | 1.5237 | 1.2344 |
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- | No log | 3.3714 | 118 | 1.3115 | 0.2202 | 1.3115 | 1.1452 |
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- | No log | 3.4286 | 120 | 1.1507 | 0.2446 | 1.1507 | 1.0727 |
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- | No log | 3.4857 | 122 | 1.1385 | 0.2651 | 1.1385 | 1.0670 |
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- | No log | 3.5429 | 124 | 1.1530 | 0.3036 | 1.1530 | 1.0738 |
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- | No log | 3.6 | 126 | 1.1931 | 0.2446 | 1.1931 | 1.0923 |
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- | No log | 3.6571 | 128 | 1.2346 | 0.2675 | 1.2346 | 1.1111 |
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- | No log | 3.7143 | 130 | 1.1773 | 0.2654 | 1.1773 | 1.0850 |
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- | No log | 3.7714 | 132 | 1.1303 | 0.2712 | 1.1303 | 1.0631 |
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- | No log | 3.8286 | 134 | 1.1036 | 0.2474 | 1.1036 | 1.0505 |
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- | No log | 3.8857 | 136 | 1.1192 | 0.3036 | 1.1192 | 1.0579 |
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- | No log | 3.9429 | 138 | 1.2570 | 0.2515 | 1.2570 | 1.1212 |
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- | No log | 4.0 | 140 | 1.7002 | 0.1799 | 1.7002 | 1.3039 |
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- | No log | 4.0571 | 142 | 2.0865 | 0.1225 | 2.0865 | 1.4445 |
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- | No log | 4.1143 | 144 | 2.1074 | 0.1306 | 2.1074 | 1.4517 |
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- | No log | 4.1714 | 146 | 2.0822 | 0.1391 | 2.0822 | 1.4430 |
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- | No log | 4.2286 | 148 | 1.8258 | 0.0504 | 1.8258 | 1.3512 |
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- | No log | 4.2857 | 150 | 1.4721 | 0.1051 | 1.4721 | 1.2133 |
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- | No log | 4.3429 | 152 | 1.3085 | 0.0926 | 1.3085 | 1.1439 |
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- | No log | 4.4 | 154 | 1.1632 | 0.2333 | 1.1632 | 1.0785 |
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- | No log | 4.4571 | 156 | 1.1112 | 0.2579 | 1.1112 | 1.0541 |
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- | No log | 4.5143 | 158 | 1.2476 | 0.2609 | 1.2476 | 1.1169 |
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- | No log | 4.5714 | 160 | 1.3334 | 0.2424 | 1.3334 | 1.1547 |
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- | No log | 4.6286 | 162 | 1.2394 | 0.1797 | 1.2394 | 1.1133 |
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- | No log | 4.6857 | 164 | 1.3457 | 0.2506 | 1.3457 | 1.1600 |
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- | No log | 4.7429 | 166 | 1.6370 | 0.2912 | 1.6370 | 1.2794 |
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- | No log | 4.8 | 168 | 1.5411 | 0.3387 | 1.5411 | 1.2414 |
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- | No log | 4.8571 | 170 | 1.2489 | 0.2024 | 1.2489 | 1.1175 |
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- | No log | 4.9143 | 172 | 1.1729 | 0.2094 | 1.1729 | 1.0830 |
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- | No log | 4.9714 | 174 | 1.1792 | 0.2159 | 1.1792 | 1.0859 |
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- | No log | 5.0286 | 176 | 1.2693 | 0.2040 | 1.2693 | 1.1266 |
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- | No log | 5.0857 | 178 | 1.4070 | 0.2181 | 1.4070 | 1.1862 |
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- | No log | 5.1429 | 180 | 1.3797 | 0.2484 | 1.3797 | 1.1746 |
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- | No log | 5.2 | 182 | 1.3168 | 0.2257 | 1.3168 | 1.1475 |
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- | No log | 5.2571 | 184 | 1.3712 | 0.2268 | 1.3712 | 1.1710 |
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- | No log | 5.3143 | 186 | 1.3458 | 0.2268 | 1.3458 | 1.1601 |
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- | No log | 5.3714 | 188 | 1.2502 | 0.2319 | 1.2502 | 1.1181 |
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- | No log | 5.4286 | 190 | 1.2125 | 0.2379 | 1.2125 | 1.1011 |
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- | No log | 5.4857 | 192 | 1.1813 | 0.3083 | 1.1813 | 1.0869 |
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- | No log | 5.5429 | 194 | 1.1590 | 0.2820 | 1.1590 | 1.0766 |
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- | No log | 5.6 | 196 | 1.3011 | 0.2327 | 1.3011 | 1.1407 |
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- | No log | 5.6571 | 198 | 1.8798 | 0.2044 | 1.8798 | 1.3711 |
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- | No log | 5.7143 | 200 | 1.9091 | 0.1946 | 1.9091 | 1.3817 |
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- | No log | 5.7714 | 202 | 1.4508 | 0.2172 | 1.4508 | 1.2045 |
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- | No log | 5.8286 | 204 | 1.1247 | 0.2557 | 1.1247 | 1.0605 |
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- | No log | 5.8857 | 206 | 1.1914 | 0.3595 | 1.1914 | 1.0915 |
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- | No log | 5.9429 | 208 | 1.1882 | 0.3326 | 1.1882 | 1.0901 |
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- | No log | 6.0 | 210 | 1.2065 | 0.2995 | 1.2065 | 1.0984 |
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- | No log | 6.0571 | 212 | 1.2395 | 0.2932 | 1.2395 | 1.1133 |
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- | No log | 6.1143 | 214 | 1.3771 | 0.2079 | 1.3771 | 1.1735 |
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- | No log | 6.1714 | 216 | 1.8059 | 0.1883 | 1.8059 | 1.3438 |
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- | No log | 6.2286 | 218 | 1.9078 | 0.1460 | 1.9078 | 1.3812 |
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- | No log | 6.2857 | 220 | 1.5736 | 0.2728 | 1.5736 | 1.2544 |
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- | No log | 6.3429 | 222 | 1.2160 | 0.2735 | 1.2160 | 1.1027 |
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- | No log | 6.4 | 224 | 1.1615 | 0.2377 | 1.1615 | 1.0777 |
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- | No log | 6.4571 | 226 | 1.1394 | 0.2686 | 1.1394 | 1.0674 |
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- | No log | 6.5143 | 228 | 1.1445 | 0.2385 | 1.1445 | 1.0698 |
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- | No log | 6.5714 | 230 | 1.1762 | 0.2882 | 1.1762 | 1.0845 |
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- | No log | 6.6286 | 232 | 1.3147 | 0.2771 | 1.3147 | 1.1466 |
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- | No log | 6.6857 | 234 | 1.3484 | 0.2771 | 1.3484 | 1.1612 |
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- | No log | 6.7429 | 236 | 1.1804 | 0.3329 | 1.1804 | 1.0865 |
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- | No log | 6.8 | 238 | 1.1570 | 0.3371 | 1.1570 | 1.0756 |
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- | No log | 6.8571 | 240 | 1.1915 | 0.3529 | 1.1915 | 1.0916 |
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- | No log | 6.9143 | 242 | 1.3172 | 0.2771 | 1.3172 | 1.1477 |
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- | No log | 6.9714 | 244 | 1.2812 | 0.2727 | 1.2812 | 1.1319 |
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- | No log | 7.0286 | 246 | 1.2441 | 0.2727 | 1.2441 | 1.1154 |
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- | No log | 7.0857 | 248 | 1.2289 | 0.2496 | 1.2289 | 1.1086 |
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- | No log | 7.1429 | 250 | 1.1836 | 0.2001 | 1.1836 | 1.0879 |
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- | No log | 7.2 | 252 | 1.1736 | 0.2177 | 1.1736 | 1.0833 |
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- | No log | 7.2571 | 254 | 1.1851 | 0.2991 | 1.1851 | 1.0886 |
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- | No log | 7.3143 | 256 | 1.2420 | 0.2078 | 1.2420 | 1.1145 |
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- | No log | 7.3714 | 258 | 1.2293 | 0.2667 | 1.2293 | 1.1087 |
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- | No log | 7.4286 | 260 | 1.1781 | 0.3516 | 1.1781 | 1.0854 |
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- | No log | 7.4857 | 262 | 1.2358 | 0.2876 | 1.2358 | 1.1117 |
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- | No log | 7.5429 | 264 | 1.2211 | 0.3180 | 1.2211 | 1.1050 |
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- | No log | 7.6 | 266 | 1.1490 | 0.2949 | 1.1490 | 1.0719 |
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- | No log | 7.6571 | 268 | 1.1212 | 0.3369 | 1.1212 | 1.0589 |
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- | No log | 7.7143 | 270 | 1.1291 | 0.3919 | 1.1291 | 1.0626 |
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- | No log | 7.7714 | 272 | 1.1840 | 0.3493 | 1.1840 | 1.0881 |
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- | No log | 7.8286 | 274 | 1.1763 | 0.3493 | 1.1763 | 1.0846 |
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- | No log | 7.8857 | 276 | 1.1545 | 0.3304 | 1.1545 | 1.0745 |
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- | No log | 7.9429 | 278 | 1.1590 | 0.2877 | 1.1590 | 1.0766 |
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- | No log | 8.0 | 280 | 1.1647 | 0.2095 | 1.1647 | 1.0792 |
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- | No log | 8.0571 | 282 | 1.1623 | 0.3468 | 1.1623 | 1.0781 |
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- | No log | 8.1143 | 284 | 1.1670 | 0.3040 | 1.1670 | 1.0803 |
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- | No log | 8.1714 | 286 | 1.1837 | 0.1770 | 1.1837 | 1.0880 |
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- | No log | 8.2286 | 288 | 1.3131 | 0.2487 | 1.3131 | 1.1459 |
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- | No log | 8.2857 | 290 | 1.3935 | 0.1674 | 1.3935 | 1.1805 |
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- | No log | 8.3429 | 292 | 1.2902 | 0.1809 | 1.2902 | 1.1359 |
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- | No log | 8.4 | 294 | 1.2282 | 0.1697 | 1.2282 | 1.1082 |
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- | No log | 8.4571 | 296 | 1.1955 | 0.2012 | 1.1955 | 1.0934 |
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- | No log | 8.5143 | 298 | 1.2196 | 0.2302 | 1.2196 | 1.1044 |
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- | No log | 8.5714 | 300 | 1.2356 | 0.2588 | 1.2356 | 1.1116 |
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- | No log | 8.6286 | 302 | 1.3296 | 0.1780 | 1.3296 | 1.1531 |
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- | No log | 8.6857 | 304 | 1.3253 | 0.1696 | 1.3253 | 1.1512 |
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- | No log | 8.7429 | 306 | 1.2701 | 0.2565 | 1.2701 | 1.1270 |
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- | No log | 8.8 | 308 | 1.2450 | 0.2353 | 1.2450 | 1.1158 |
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- | No log | 8.8571 | 310 | 1.2855 | 0.1403 | 1.2855 | 1.1338 |
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- | No log | 8.9143 | 312 | 1.2360 | 0.1845 | 1.2360 | 1.1117 |
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- | No log | 8.9714 | 314 | 1.1326 | 0.2004 | 1.1326 | 1.0642 |
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- | No log | 9.0286 | 316 | 1.1135 | 0.2227 | 1.1135 | 1.0552 |
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- | No log | 9.0857 | 318 | 1.1307 | 0.2599 | 1.1307 | 1.0634 |
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- | No log | 9.1429 | 320 | 1.1450 | 0.3035 | 1.1450 | 1.0700 |
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- | No log | 9.2 | 322 | 1.1575 | 0.2735 | 1.1575 | 1.0759 |
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- | No log | 9.2571 | 324 | 1.1944 | 0.2735 | 1.1944 | 1.0929 |
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- | No log | 9.3143 | 326 | 1.2572 | 0.2246 | 1.2572 | 1.1212 |
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- | No log | 9.3714 | 328 | 1.2330 | 0.2857 | 1.2330 | 1.1104 |
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- | No log | 9.4286 | 330 | 1.2311 | 0.3249 | 1.2311 | 1.1096 |
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- | No log | 9.4857 | 332 | 1.0938 | 0.2278 | 1.0938 | 1.0459 |
218
- | No log | 9.5429 | 334 | 1.0684 | 0.2502 | 1.0684 | 1.0336 |
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- | No log | 9.6 | 336 | 1.0653 | 0.2831 | 1.0653 | 1.0321 |
220
- | No log | 9.6571 | 338 | 1.1063 | 0.3250 | 1.1063 | 1.0518 |
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- | No log | 9.7143 | 340 | 1.2115 | 0.2640 | 1.2115 | 1.1007 |
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- | No log | 9.7714 | 342 | 1.2179 | 0.2964 | 1.2179 | 1.1036 |
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- | No log | 9.8286 | 344 | 1.1925 | 0.2920 | 1.1925 | 1.0920 |
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- | No log | 9.8857 | 346 | 1.1934 | 0.2411 | 1.1934 | 1.0924 |
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- | No log | 9.9429 | 348 | 1.1629 | 0.2863 | 1.1629 | 1.0784 |
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- | No log | 10.0 | 350 | 1.1437 | 0.3123 | 1.1437 | 1.0695 |
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- | No log | 10.0571 | 352 | 1.1509 | 0.3083 | 1.1509 | 1.0728 |
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- | No log | 10.1143 | 354 | 1.2003 | 0.2138 | 1.2003 | 1.0956 |
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- | No log | 10.1714 | 356 | 1.4903 | 0.2662 | 1.4903 | 1.2208 |
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- | No log | 10.2286 | 358 | 1.8426 | 0.1227 | 1.8426 | 1.3574 |
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- | No log | 10.2857 | 360 | 1.7762 | 0.0664 | 1.7762 | 1.3327 |
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- | No log | 10.3429 | 362 | 1.4823 | 0.2857 | 1.4823 | 1.2175 |
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- | No log | 10.4 | 364 | 1.2701 | 0.1354 | 1.2701 | 1.1270 |
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- | No log | 10.4571 | 366 | 1.2289 | 0.1457 | 1.2289 | 1.1085 |
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- | No log | 10.5143 | 368 | 1.2487 | 0.1362 | 1.2487 | 1.1174 |
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- | No log | 10.5714 | 370 | 1.2740 | 0.1501 | 1.2740 | 1.1287 |
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- | No log | 10.6286 | 372 | 1.2970 | 0.1006 | 1.2970 | 1.1388 |
238
- | No log | 10.6857 | 374 | 1.3199 | 0.1663 | 1.3199 | 1.1489 |
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- | No log | 10.7429 | 376 | 1.3307 | 0.2031 | 1.3307 | 1.1535 |
240
- | No log | 10.8 | 378 | 1.3487 | 0.2181 | 1.3487 | 1.1613 |
241
- | No log | 10.8571 | 380 | 1.2468 | 0.2511 | 1.2468 | 1.1166 |
242
- | No log | 10.9143 | 382 | 1.2019 | 0.2555 | 1.2019 | 1.0963 |
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- | No log | 10.9714 | 384 | 1.2610 | 0.2424 | 1.2610 | 1.1230 |
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- | No log | 11.0286 | 386 | 1.3786 | 0.2154 | 1.3786 | 1.1741 |
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- | No log | 11.0857 | 388 | 1.4582 | 0.2072 | 1.4582 | 1.2076 |
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- | No log | 11.1429 | 390 | 1.3565 | 0.2154 | 1.3565 | 1.1647 |
247
- | No log | 11.2 | 392 | 1.2091 | 0.2871 | 1.2091 | 1.0996 |
248
- | No log | 11.2571 | 394 | 1.1427 | 0.2943 | 1.1427 | 1.0690 |
249
- | No log | 11.3143 | 396 | 1.1332 | 0.2664 | 1.1332 | 1.0645 |
250
- | No log | 11.3714 | 398 | 1.1521 | 0.2943 | 1.1521 | 1.0733 |
251
- | No log | 11.4286 | 400 | 1.1813 | 0.2730 | 1.1813 | 1.0869 |
252
- | No log | 11.4857 | 402 | 1.2292 | 0.2130 | 1.2292 | 1.1087 |
253
- | No log | 11.5429 | 404 | 1.1797 | 0.2221 | 1.1797 | 1.0861 |
254
- | No log | 11.6 | 406 | 1.1486 | 0.2776 | 1.1486 | 1.0717 |
255
- | No log | 11.6571 | 408 | 1.1279 | 0.2728 | 1.1279 | 1.0620 |
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- | No log | 11.7143 | 410 | 1.1160 | 0.2728 | 1.1160 | 1.0564 |
257
- | No log | 11.7714 | 412 | 1.1377 | 0.2988 | 1.1377 | 1.0666 |
258
- | No log | 11.8286 | 414 | 1.1373 | 0.2988 | 1.1373 | 1.0664 |
259
- | No log | 11.8857 | 416 | 1.1194 | 0.3250 | 1.1194 | 1.0580 |
260
- | No log | 11.9429 | 418 | 1.1206 | 0.3250 | 1.1206 | 1.0586 |
261
- | No log | 12.0 | 420 | 1.1186 | 0.3443 | 1.1186 | 1.0576 |
262
- | No log | 12.0571 | 422 | 1.1238 | 0.3443 | 1.1238 | 1.0601 |
263
- | No log | 12.1143 | 424 | 1.1281 | 0.3301 | 1.1281 | 1.0621 |
264
- | No log | 12.1714 | 426 | 1.1389 | 0.2966 | 1.1389 | 1.0672 |
265
- | No log | 12.2286 | 428 | 1.1443 | 0.2966 | 1.1443 | 1.0697 |
266
- | No log | 12.2857 | 430 | 1.1909 | 0.2261 | 1.1909 | 1.0913 |
267
- | No log | 12.3429 | 432 | 1.2321 | 0.2078 | 1.2321 | 1.1100 |
268
- | No log | 12.4 | 434 | 1.1997 | 0.1882 | 1.1997 | 1.0953 |
269
- | No log | 12.4571 | 436 | 1.1908 | 0.1928 | 1.1908 | 1.0912 |
270
- | No log | 12.5143 | 438 | 1.2076 | 0.1889 | 1.2076 | 1.0989 |
271
- | No log | 12.5714 | 440 | 1.1785 | 0.2745 | 1.1785 | 1.0856 |
272
- | No log | 12.6286 | 442 | 1.1763 | 0.2898 | 1.1763 | 1.0846 |
273
- | No log | 12.6857 | 444 | 1.2292 | 0.2065 | 1.2292 | 1.1087 |
274
- | No log | 12.7429 | 446 | 1.3144 | 0.2130 | 1.3144 | 1.1465 |
275
- | No log | 12.8 | 448 | 1.4355 | 0.2321 | 1.4355 | 1.1981 |
276
- | No log | 12.8571 | 450 | 1.4449 | 0.2791 | 1.4449 | 1.2021 |
277
- | No log | 12.9143 | 452 | 1.4048 | 0.2201 | 1.4048 | 1.1853 |
278
- | No log | 12.9714 | 454 | 1.2995 | 0.1951 | 1.2995 | 1.1400 |
279
- | No log | 13.0286 | 456 | 1.2288 | 0.2030 | 1.2288 | 1.1085 |
280
- | No log | 13.0857 | 458 | 1.2046 | 0.1873 | 1.2046 | 1.0975 |
281
- | No log | 13.1429 | 460 | 1.2678 | 0.1447 | 1.2678 | 1.1260 |
282
- | No log | 13.2 | 462 | 1.3789 | 0.2746 | 1.3789 | 1.1743 |
283
- | No log | 13.2571 | 464 | 1.3622 | 0.1991 | 1.3622 | 1.1671 |
284
- | No log | 13.3143 | 466 | 1.2531 | 0.1817 | 1.2531 | 1.1194 |
285
- | No log | 13.3714 | 468 | 1.2135 | 0.2137 | 1.2135 | 1.1016 |
286
- | No log | 13.4286 | 470 | 1.2255 | 0.1533 | 1.2255 | 1.1070 |
287
- | No log | 13.4857 | 472 | 1.2695 | 0.1412 | 1.2695 | 1.1267 |
288
- | No log | 13.5429 | 474 | 1.2489 | 0.1412 | 1.2489 | 1.1175 |
289
- | No log | 13.6 | 476 | 1.1680 | 0.2293 | 1.1680 | 1.0807 |
290
- | No log | 13.6571 | 478 | 1.1576 | 0.2330 | 1.1576 | 1.0759 |
291
- | No log | 13.7143 | 480 | 1.1658 | 0.2417 | 1.1658 | 1.0797 |
292
- | No log | 13.7714 | 482 | 1.1616 | 0.1853 | 1.1616 | 1.0778 |
293
- | No log | 13.8286 | 484 | 1.2757 | 0.1751 | 1.2757 | 1.1295 |
294
- | No log | 13.8857 | 486 | 1.4238 | 0.2444 | 1.4238 | 1.1932 |
295
- | No log | 13.9429 | 488 | 1.3750 | 0.2411 | 1.3750 | 1.1726 |
296
- | No log | 14.0 | 490 | 1.2474 | 0.1803 | 1.2474 | 1.1169 |
297
- | No log | 14.0571 | 492 | 1.1525 | 0.2584 | 1.1525 | 1.0736 |
298
- | No log | 14.1143 | 494 | 1.1268 | 0.2562 | 1.1268 | 1.0615 |
299
- | No log | 14.1714 | 496 | 1.1227 | 0.2562 | 1.1227 | 1.0596 |
300
- | No log | 14.2286 | 498 | 1.1245 | 0.2803 | 1.1245 | 1.0604 |
301
- | 0.3918 | 14.2857 | 500 | 1.1613 | 0.2251 | 1.1613 | 1.0777 |
302
- | 0.3918 | 14.3429 | 502 | 1.2164 | 0.2403 | 1.2164 | 1.1029 |
303
- | 0.3918 | 14.4 | 504 | 1.3038 | 0.2613 | 1.3038 | 1.1419 |
304
- | 0.3918 | 14.4571 | 506 | 1.3531 | 0.1884 | 1.3531 | 1.1632 |
305
- | 0.3918 | 14.5143 | 508 | 1.4386 | 0.1481 | 1.4386 | 1.1994 |
306
- | 0.3918 | 14.5714 | 510 | 1.3936 | 0.1460 | 1.3936 | 1.1805 |
307
- | 0.3918 | 14.6286 | 512 | 1.2548 | 0.1875 | 1.2548 | 1.1202 |
308
- | 0.3918 | 14.6857 | 514 | 1.1959 | 0.1542 | 1.1959 | 1.0936 |
 
 
 
 
 
 
 
 
 
 
 
309
 
310
 
311
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.0665
19
+ - Qwk: 0.2509
20
+ - Mse: 1.0665
21
+ - Rmse: 1.0327
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0513 | 2 | 4.7580 | -0.0020 | 4.7580 | 2.1813 |
53
+ | No log | 0.1026 | 4 | 2.4716 | 0.0228 | 2.4716 | 1.5721 |
54
+ | No log | 0.1538 | 6 | 2.1349 | 0.0074 | 2.1349 | 1.4611 |
55
+ | No log | 0.2051 | 8 | 1.3585 | 0.0766 | 1.3585 | 1.1656 |
56
+ | No log | 0.2564 | 10 | 1.2054 | 0.1903 | 1.2054 | 1.0979 |
57
+ | No log | 0.3077 | 12 | 1.1881 | 0.1593 | 1.1881 | 1.0900 |
58
+ | No log | 0.3590 | 14 | 1.2312 | 0.1927 | 1.2312 | 1.1096 |
59
+ | No log | 0.4103 | 16 | 1.3421 | 0.0750 | 1.3421 | 1.1585 |
60
+ | No log | 0.4615 | 18 | 1.4228 | 0.0750 | 1.4228 | 1.1928 |
61
+ | No log | 0.5128 | 20 | 1.5484 | 0.0254 | 1.5484 | 1.2443 |
62
+ | No log | 0.5641 | 22 | 1.5374 | 0.0403 | 1.5374 | 1.2399 |
63
+ | No log | 0.6154 | 24 | 1.3450 | 0.0575 | 1.3450 | 1.1597 |
64
+ | No log | 0.6667 | 26 | 1.1748 | 0.2446 | 1.1748 | 1.0839 |
65
+ | No log | 0.7179 | 28 | 1.0963 | 0.3035 | 1.0963 | 1.0471 |
66
+ | No log | 0.7692 | 30 | 1.0558 | 0.3498 | 1.0558 | 1.0275 |
67
+ | No log | 0.8205 | 32 | 1.0388 | 0.2991 | 1.0388 | 1.0192 |
68
+ | No log | 0.8718 | 34 | 1.0540 | 0.2731 | 1.0540 | 1.0266 |
69
+ | No log | 0.9231 | 36 | 1.1477 | 0.3038 | 1.1477 | 1.0713 |
70
+ | No log | 0.9744 | 38 | 1.3617 | 0.0776 | 1.3617 | 1.1669 |
71
+ | No log | 1.0256 | 40 | 1.4191 | 0.1165 | 1.4191 | 1.1913 |
72
+ | No log | 1.0769 | 42 | 1.4639 | 0.0926 | 1.4639 | 1.2099 |
73
+ | No log | 1.1282 | 44 | 1.5390 | 0.0562 | 1.5390 | 1.2406 |
74
+ | No log | 1.1795 | 46 | 1.4621 | 0.0792 | 1.4621 | 1.2092 |
75
+ | No log | 1.2308 | 48 | 1.3411 | 0.1371 | 1.3411 | 1.1581 |
76
+ | No log | 1.2821 | 50 | 1.2804 | 0.1257 | 1.2804 | 1.1315 |
77
+ | No log | 1.3333 | 52 | 1.2108 | 0.2234 | 1.2108 | 1.1004 |
78
+ | No log | 1.3846 | 54 | 1.2087 | 0.1830 | 1.2087 | 1.0994 |
79
+ | No log | 1.4359 | 56 | 1.2401 | 0.1448 | 1.2401 | 1.1136 |
80
+ | No log | 1.4872 | 58 | 1.3678 | 0.1549 | 1.3678 | 1.1695 |
81
+ | No log | 1.5385 | 60 | 1.4547 | 0.0858 | 1.4547 | 1.2061 |
82
+ | No log | 1.5897 | 62 | 1.6093 | 0.1277 | 1.6093 | 1.2686 |
83
+ | No log | 1.6410 | 64 | 1.5257 | 0.0951 | 1.5257 | 1.2352 |
84
+ | No log | 1.6923 | 66 | 1.3221 | 0.0964 | 1.3221 | 1.1498 |
85
+ | No log | 1.7436 | 68 | 1.1944 | 0.2245 | 1.1944 | 1.0929 |
86
+ | No log | 1.7949 | 70 | 1.2165 | 0.2395 | 1.2165 | 1.1029 |
87
+ | No log | 1.8462 | 72 | 1.2142 | 0.2836 | 1.2142 | 1.1019 |
88
+ | No log | 1.8974 | 74 | 1.1664 | 0.2786 | 1.1664 | 1.0800 |
89
+ | No log | 1.9487 | 76 | 1.1534 | 0.3135 | 1.1534 | 1.0740 |
90
+ | No log | 2.0 | 78 | 1.1140 | 0.3140 | 1.1140 | 1.0555 |
91
+ | No log | 2.0513 | 80 | 1.0806 | 0.3195 | 1.0806 | 1.0395 |
92
+ | No log | 2.1026 | 82 | 1.0702 | 0.3195 | 1.0702 | 1.0345 |
93
+ | No log | 2.1538 | 84 | 1.0722 | 0.3038 | 1.0722 | 1.0355 |
94
+ | No log | 2.2051 | 86 | 1.0445 | 0.2886 | 1.0445 | 1.0220 |
95
+ | No log | 2.2564 | 88 | 1.0559 | 0.2815 | 1.0559 | 1.0276 |
96
+ | No log | 2.3077 | 90 | 1.0264 | 0.3310 | 1.0264 | 1.0131 |
97
+ | No log | 2.3590 | 92 | 1.0012 | 0.3570 | 1.0012 | 1.0006 |
98
+ | No log | 2.4103 | 94 | 1.0219 | 0.3615 | 1.0219 | 1.0109 |
99
+ | No log | 2.4615 | 96 | 1.1911 | 0.2543 | 1.1911 | 1.0914 |
100
+ | No log | 2.5128 | 98 | 1.6338 | 0.1298 | 1.6338 | 1.2782 |
101
+ | No log | 2.5641 | 100 | 1.6714 | 0.1324 | 1.6714 | 1.2928 |
102
+ | No log | 2.6154 | 102 | 1.3831 | 0.0210 | 1.3831 | 1.1761 |
103
+ | No log | 2.6667 | 104 | 1.2095 | 0.2491 | 1.2095 | 1.0998 |
104
+ | No log | 2.7179 | 106 | 1.0615 | 0.3527 | 1.0615 | 1.0303 |
105
+ | No log | 2.7692 | 108 | 1.0120 | 0.4077 | 1.0120 | 1.0060 |
106
+ | No log | 2.8205 | 110 | 0.9796 | 0.3627 | 0.9796 | 0.9897 |
107
+ | No log | 2.8718 | 112 | 0.9918 | 0.3627 | 0.9918 | 0.9959 |
108
+ | No log | 2.9231 | 114 | 1.0807 | 0.3614 | 1.0807 | 1.0395 |
109
+ | No log | 2.9744 | 116 | 1.2104 | 0.2654 | 1.2104 | 1.1002 |
110
+ | No log | 3.0256 | 118 | 1.1241 | 0.3390 | 1.1241 | 1.0602 |
111
+ | No log | 3.0769 | 120 | 1.0633 | 0.3614 | 1.0633 | 1.0312 |
112
+ | No log | 3.1282 | 122 | 1.0797 | 0.3243 | 1.0797 | 1.0391 |
113
+ | No log | 3.1795 | 124 | 1.0840 | 0.3418 | 1.0840 | 1.0412 |
114
+ | No log | 3.2308 | 126 | 1.0224 | 0.3115 | 1.0224 | 1.0111 |
115
+ | No log | 3.2821 | 128 | 0.9991 | 0.3237 | 0.9991 | 0.9995 |
116
+ | No log | 3.3333 | 130 | 0.9871 | 0.3237 | 0.9871 | 0.9936 |
117
+ | No log | 3.3846 | 132 | 1.0125 | 0.3237 | 1.0125 | 1.0062 |
118
+ | No log | 3.4359 | 134 | 1.0563 | 0.2942 | 1.0563 | 1.0277 |
119
+ | No log | 3.4872 | 136 | 1.0973 | 0.3237 | 1.0973 | 1.0475 |
120
+ | No log | 3.5385 | 138 | 1.1485 | 0.3527 | 1.1485 | 1.0717 |
121
+ | No log | 3.5897 | 140 | 1.1724 | 0.3571 | 1.1724 | 1.0828 |
122
+ | No log | 3.6410 | 142 | 1.1875 | 0.3230 | 1.1875 | 1.0897 |
123
+ | No log | 3.6923 | 144 | 1.0711 | 0.3788 | 1.0711 | 1.0349 |
124
+ | No log | 3.7436 | 146 | 1.0983 | 0.2297 | 1.0983 | 1.0480 |
125
+ | No log | 3.7949 | 148 | 1.2193 | 0.3606 | 1.2193 | 1.1042 |
126
+ | No log | 3.8462 | 150 | 1.1687 | 0.2294 | 1.1687 | 1.0810 |
127
+ | No log | 3.8974 | 152 | 1.1520 | 0.3243 | 1.1520 | 1.0733 |
128
+ | No log | 3.9487 | 154 | 1.2679 | 0.2233 | 1.2679 | 1.1260 |
129
+ | No log | 4.0 | 156 | 1.3003 | 0.2961 | 1.3003 | 1.1403 |
130
+ | No log | 4.0513 | 158 | 1.2485 | 0.2712 | 1.2485 | 1.1173 |
131
+ | No log | 4.1026 | 160 | 1.2434 | 0.0955 | 1.2434 | 1.1151 |
132
+ | No log | 4.1538 | 162 | 1.2522 | 0.1331 | 1.2522 | 1.1190 |
133
+ | No log | 4.2051 | 164 | 1.2422 | 0.1477 | 1.2422 | 1.1146 |
134
+ | No log | 4.2564 | 166 | 1.2413 | 0.2199 | 1.2413 | 1.1141 |
135
+ | No log | 4.3077 | 168 | 1.2270 | 0.2239 | 1.2270 | 1.1077 |
136
+ | No log | 4.3590 | 170 | 1.2167 | 0.2417 | 1.2167 | 1.1031 |
137
+ | No log | 4.4103 | 172 | 1.1987 | 0.1331 | 1.1987 | 1.0948 |
138
+ | No log | 4.4615 | 174 | 1.1748 | 0.2303 | 1.1748 | 1.0839 |
139
+ | No log | 4.5128 | 176 | 1.1308 | 0.2508 | 1.1308 | 1.0634 |
140
+ | No log | 4.5641 | 178 | 1.1075 | 0.3637 | 1.1075 | 1.0524 |
141
+ | No log | 4.6154 | 180 | 1.1031 | 0.3363 | 1.1031 | 1.0503 |
142
+ | No log | 4.6667 | 182 | 1.0406 | 0.3637 | 1.0406 | 1.0201 |
143
+ | No log | 4.7179 | 184 | 1.0247 | 0.3650 | 1.0247 | 1.0123 |
144
+ | No log | 4.7692 | 186 | 1.0421 | 0.3224 | 1.0421 | 1.0208 |
145
+ | No log | 4.8205 | 188 | 1.1132 | 0.3276 | 1.1132 | 1.0551 |
146
+ | No log | 4.8718 | 190 | 1.1083 | 0.3256 | 1.1083 | 1.0527 |
147
+ | No log | 4.9231 | 192 | 1.0424 | 0.3224 | 1.0424 | 1.0210 |
148
+ | No log | 4.9744 | 194 | 1.0236 | 0.3399 | 1.0236 | 1.0117 |
149
+ | No log | 5.0256 | 196 | 1.0240 | 0.3829 | 1.0240 | 1.0119 |
150
+ | No log | 5.0769 | 198 | 1.0582 | 0.3268 | 1.0582 | 1.0287 |
151
+ | No log | 5.1282 | 200 | 1.1069 | 0.2747 | 1.1069 | 1.0521 |
152
+ | No log | 5.1795 | 202 | 1.1123 | 0.3113 | 1.1123 | 1.0547 |
153
+ | No log | 5.2308 | 204 | 1.1341 | 0.2629 | 1.1341 | 1.0649 |
154
+ | No log | 5.2821 | 206 | 1.1578 | 0.2157 | 1.1578 | 1.0760 |
155
+ | No log | 5.3333 | 208 | 1.2348 | 0.2476 | 1.2348 | 1.1112 |
156
+ | No log | 5.3846 | 210 | 1.2443 | 0.2476 | 1.2443 | 1.1155 |
157
+ | No log | 5.4359 | 212 | 1.1721 | 0.1967 | 1.1721 | 1.0826 |
158
+ | No log | 5.4872 | 214 | 1.1461 | 0.2898 | 1.1461 | 1.0706 |
159
+ | No log | 5.5385 | 216 | 1.1223 | 0.3113 | 1.1223 | 1.0594 |
160
+ | No log | 5.5897 | 218 | 1.1199 | 0.2697 | 1.1199 | 1.0583 |
161
+ | No log | 5.6410 | 220 | 1.1255 | 0.2489 | 1.1255 | 1.0609 |
162
+ | No log | 5.6923 | 222 | 1.1428 | 0.2898 | 1.1428 | 1.0690 |
163
+ | No log | 5.7436 | 224 | 1.1562 | 0.3015 | 1.1562 | 1.0753 |
164
+ | No log | 5.7949 | 226 | 1.1693 | 0.3015 | 1.1693 | 1.0813 |
165
+ | No log | 5.8462 | 228 | 1.1834 | 0.2608 | 1.1834 | 1.0878 |
166
+ | No log | 5.8974 | 230 | 1.1644 | 0.3185 | 1.1644 | 1.0791 |
167
+ | No log | 5.9487 | 232 | 1.1383 | 0.2614 | 1.1383 | 1.0669 |
168
+ | No log | 6.0 | 234 | 1.1701 | 0.2372 | 1.1701 | 1.0817 |
169
+ | No log | 6.0513 | 236 | 1.2415 | 0.2766 | 1.2415 | 1.1142 |
170
+ | No log | 6.1026 | 238 | 1.2231 | 0.2844 | 1.2231 | 1.1059 |
171
+ | No log | 6.1538 | 240 | 1.1381 | 0.2349 | 1.1381 | 1.0668 |
172
+ | No log | 6.2051 | 242 | 1.1276 | 0.2946 | 1.1276 | 1.0619 |
173
+ | No log | 6.2564 | 244 | 1.0912 | 0.3160 | 1.0912 | 1.0446 |
174
+ | No log | 6.3077 | 246 | 1.0372 | 0.3437 | 1.0372 | 1.0185 |
175
+ | No log | 6.3590 | 248 | 1.0445 | 0.3086 | 1.0445 | 1.0220 |
176
+ | No log | 6.4103 | 250 | 1.0537 | 0.2864 | 1.0537 | 1.0265 |
177
+ | No log | 6.4615 | 252 | 1.0736 | 0.2864 | 1.0736 | 1.0361 |
178
+ | No log | 6.5128 | 254 | 1.0736 | 0.2864 | 1.0736 | 1.0361 |
179
+ | No log | 6.5641 | 256 | 1.0727 | 0.2915 | 1.0727 | 1.0357 |
180
+ | No log | 6.6154 | 258 | 1.0880 | 0.2864 | 1.0880 | 1.0430 |
181
+ | No log | 6.6667 | 260 | 1.1084 | 0.3310 | 1.1084 | 1.0528 |
182
+ | No log | 6.7179 | 262 | 1.1022 | 0.2963 | 1.1022 | 1.0499 |
183
+ | No log | 6.7692 | 264 | 1.0538 | 0.3216 | 1.0538 | 1.0266 |
184
+ | No log | 6.8205 | 266 | 1.0263 | 0.2864 | 1.0263 | 1.0131 |
185
+ | No log | 6.8718 | 268 | 1.0377 | 0.3147 | 1.0377 | 1.0187 |
186
+ | No log | 6.9231 | 270 | 1.0222 | 0.3609 | 1.0222 | 1.0111 |
187
+ | No log | 6.9744 | 272 | 1.0185 | 0.2967 | 1.0185 | 1.0092 |
188
+ | No log | 7.0256 | 274 | 1.0309 | 0.2416 | 1.0309 | 1.0153 |
189
+ | No log | 7.0769 | 276 | 1.0560 | 0.3411 | 1.0560 | 1.0276 |
190
+ | No log | 7.1282 | 278 | 1.0543 | 0.2965 | 1.0543 | 1.0268 |
191
+ | No log | 7.1795 | 280 | 1.0627 | 0.2993 | 1.0627 | 1.0309 |
192
+ | No log | 7.2308 | 282 | 1.0699 | 0.2605 | 1.0699 | 1.0344 |
193
+ | No log | 7.2821 | 284 | 1.0549 | 0.3396 | 1.0549 | 1.0271 |
194
+ | No log | 7.3333 | 286 | 1.0904 | 0.3346 | 1.0904 | 1.0442 |
195
+ | No log | 7.3846 | 288 | 1.1317 | 0.3033 | 1.1317 | 1.0638 |
196
+ | No log | 7.4359 | 290 | 1.0852 | 0.3250 | 1.0852 | 1.0417 |
197
+ | No log | 7.4872 | 292 | 1.0583 | 0.3399 | 1.0583 | 1.0287 |
198
+ | No log | 7.5385 | 294 | 1.0541 | 0.3399 | 1.0541 | 1.0267 |
199
+ | No log | 7.5897 | 296 | 1.0681 | 0.3424 | 1.0681 | 1.0335 |
200
+ | No log | 7.6410 | 298 | 1.0830 | 0.2453 | 1.0830 | 1.0407 |
201
+ | No log | 7.6923 | 300 | 1.1026 | 0.2092 | 1.1026 | 1.0501 |
202
+ | No log | 7.7436 | 302 | 1.1222 | 0.2647 | 1.1222 | 1.0594 |
203
+ | No log | 7.7949 | 304 | 1.1382 | 0.2521 | 1.1382 | 1.0668 |
204
+ | No log | 7.8462 | 306 | 1.1209 | 0.2618 | 1.1209 | 1.0587 |
205
+ | No log | 7.8974 | 308 | 1.0930 | 0.2914 | 1.0930 | 1.0455 |
206
+ | No log | 7.9487 | 310 | 1.0747 | 0.2556 | 1.0747 | 1.0367 |
207
+ | No log | 8.0 | 312 | 1.0892 | 0.2556 | 1.0892 | 1.0436 |
208
+ | No log | 8.0513 | 314 | 1.0870 | 0.2100 | 1.0870 | 1.0426 |
209
+ | No log | 8.1026 | 316 | 1.0856 | 0.2447 | 1.0856 | 1.0419 |
210
+ | No log | 8.1538 | 318 | 1.0902 | 0.2793 | 1.0902 | 1.0441 |
211
+ | No log | 8.2051 | 320 | 1.1149 | 0.2528 | 1.1149 | 1.0559 |
212
+ | No log | 8.2564 | 322 | 1.1113 | 0.2528 | 1.1113 | 1.0542 |
213
+ | No log | 8.3077 | 324 | 1.0966 | 0.3094 | 1.0966 | 1.0472 |
214
+ | No log | 8.3590 | 326 | 1.0655 | 0.3363 | 1.0655 | 1.0322 |
215
+ | No log | 8.4103 | 328 | 1.0346 | 0.3796 | 1.0346 | 1.0172 |
216
+ | No log | 8.4615 | 330 | 1.0224 | 0.3639 | 1.0224 | 1.0111 |
217
+ | No log | 8.5128 | 332 | 1.0129 | 0.3522 | 1.0129 | 1.0064 |
218
+ | No log | 8.5641 | 334 | 1.0977 | 0.3299 | 1.0977 | 1.0477 |
219
+ | No log | 8.6154 | 336 | 1.1232 | 0.3299 | 1.1232 | 1.0598 |
220
+ | No log | 8.6667 | 338 | 1.0642 | 0.3089 | 1.0642 | 1.0316 |
221
+ | No log | 8.7179 | 340 | 1.0855 | 0.2988 | 1.0855 | 1.0419 |
222
+ | No log | 8.7692 | 342 | 1.2081 | 0.2424 | 1.2081 | 1.0991 |
223
+ | No log | 8.8205 | 344 | 1.1873 | 0.2337 | 1.1873 | 1.0896 |
224
+ | No log | 8.8718 | 346 | 1.0648 | 0.3036 | 1.0648 | 1.0319 |
225
+ | No log | 8.9231 | 348 | 1.0049 | 0.3541 | 1.0049 | 1.0025 |
226
+ | No log | 8.9744 | 350 | 1.0282 | 0.3834 | 1.0282 | 1.0140 |
227
+ | No log | 9.0256 | 352 | 1.0963 | 0.4166 | 1.0963 | 1.0470 |
228
+ | No log | 9.0769 | 354 | 1.0511 | 0.4165 | 1.0511 | 1.0253 |
229
+ | No log | 9.1282 | 356 | 0.9647 | 0.3938 | 0.9647 | 0.9822 |
230
+ | No log | 9.1795 | 358 | 1.0006 | 0.2795 | 1.0006 | 1.0003 |
231
+ | No log | 9.2308 | 360 | 1.0053 | 0.3133 | 1.0053 | 1.0027 |
232
+ | No log | 9.2821 | 362 | 1.0020 | 0.3210 | 1.0020 | 1.0010 |
233
+ | No log | 9.3333 | 364 | 1.0211 | 0.2892 | 1.0211 | 1.0105 |
234
+ | No log | 9.3846 | 366 | 1.0527 | 0.2892 | 1.0527 | 1.0260 |
235
+ | No log | 9.4359 | 368 | 1.0818 | 0.3328 | 1.0818 | 1.0401 |
236
+ | No log | 9.4872 | 370 | 1.1302 | 0.3059 | 1.1302 | 1.0631 |
237
+ | No log | 9.5385 | 372 | 1.1093 | 0.2988 | 1.1093 | 1.0532 |
238
+ | No log | 9.5897 | 374 | 1.0723 | 0.2919 | 1.0723 | 1.0355 |
239
+ | No log | 9.6410 | 376 | 1.0806 | 0.2743 | 1.0806 | 1.0395 |
240
+ | No log | 9.6923 | 378 | 1.0777 | 0.2394 | 1.0777 | 1.0381 |
241
+ | No log | 9.7436 | 380 | 1.0919 | 0.2253 | 1.0919 | 1.0449 |
242
+ | No log | 9.7949 | 382 | 1.0968 | 0.2103 | 1.0968 | 1.0473 |
243
+ | No log | 9.8462 | 384 | 1.0954 | 0.2545 | 1.0954 | 1.0466 |
244
+ | No log | 9.8974 | 386 | 1.0962 | 0.2545 | 1.0962 | 1.0470 |
245
+ | No log | 9.9487 | 388 | 1.0940 | 0.2545 | 1.0940 | 1.0459 |
246
+ | No log | 10.0 | 390 | 1.1061 | 0.2253 | 1.1061 | 1.0517 |
247
+ | No log | 10.0513 | 392 | 1.1016 | 0.1912 | 1.1016 | 1.0496 |
248
+ | No log | 10.1026 | 394 | 1.1257 | 0.1912 | 1.1257 | 1.0610 |
249
+ | No log | 10.1538 | 396 | 1.1351 | 0.2306 | 1.1351 | 1.0654 |
250
+ | No log | 10.2051 | 398 | 1.1553 | 0.2651 | 1.1553 | 1.0748 |
251
+ | No log | 10.2564 | 400 | 1.0948 | 0.1912 | 1.0948 | 1.0463 |
252
+ | No log | 10.3077 | 402 | 1.0667 | 0.2103 | 1.0667 | 1.0328 |
253
+ | No log | 10.3590 | 404 | 1.0462 | 0.2743 | 1.0462 | 1.0228 |
254
+ | No log | 10.4103 | 406 | 1.0308 | 0.2743 | 1.0308 | 1.0153 |
255
+ | No log | 10.4615 | 408 | 1.0153 | 0.3142 | 1.0153 | 1.0076 |
256
+ | No log | 10.5128 | 410 | 1.0116 | 0.3448 | 1.0116 | 1.0058 |
257
+ | No log | 10.5641 | 412 | 1.0038 | 0.3753 | 1.0038 | 1.0019 |
258
+ | No log | 10.6154 | 414 | 0.9945 | 0.3309 | 0.9945 | 0.9973 |
259
+ | No log | 10.6667 | 416 | 0.9928 | 0.3309 | 0.9928 | 0.9964 |
260
+ | No log | 10.7179 | 418 | 1.0035 | 0.3854 | 1.0035 | 1.0017 |
261
+ | No log | 10.7692 | 420 | 1.0386 | 0.3270 | 1.0386 | 1.0191 |
262
+ | No log | 10.8205 | 422 | 1.0490 | 0.3098 | 1.0490 | 1.0242 |
263
+ | No log | 10.8718 | 424 | 1.0447 | 0.3119 | 1.0447 | 1.0221 |
264
+ | No log | 10.9231 | 426 | 1.0864 | 0.2618 | 1.0864 | 1.0423 |
265
+ | No log | 10.9744 | 428 | 1.1114 | 0.2521 | 1.1114 | 1.0542 |
266
+ | No log | 11.0256 | 430 | 1.1409 | 0.2233 | 1.1409 | 1.0681 |
267
+ | No log | 11.0769 | 432 | 1.0944 | 0.2618 | 1.0944 | 1.0461 |
268
+ | No log | 11.1282 | 434 | 1.0198 | 0.2601 | 1.0198 | 1.0098 |
269
+ | No log | 11.1795 | 436 | 1.0374 | 0.3418 | 1.0374 | 1.0185 |
270
+ | No log | 11.2308 | 438 | 1.1057 | 0.3543 | 1.1057 | 1.0515 |
271
+ | No log | 11.2821 | 440 | 1.1058 | 0.3543 | 1.1058 | 1.0516 |
272
+ | No log | 11.3333 | 442 | 1.0465 | 0.3677 | 1.0465 | 1.0230 |
273
+ | No log | 11.3846 | 444 | 0.9976 | 0.3453 | 0.9976 | 0.9988 |
274
+ | No log | 11.4359 | 446 | 1.0267 | 0.3013 | 1.0267 | 1.0133 |
275
+ | No log | 11.4872 | 448 | 1.0642 | 0.2844 | 1.0642 | 1.0316 |
276
+ | No log | 11.5385 | 450 | 1.0471 | 0.3036 | 1.0471 | 1.0233 |
277
+ | No log | 11.5897 | 452 | 1.0147 | 0.2499 | 1.0147 | 1.0073 |
278
+ | No log | 11.6410 | 454 | 1.0245 | 0.3508 | 1.0245 | 1.0122 |
279
+ | No log | 11.6923 | 456 | 1.0431 | 0.2792 | 1.0431 | 1.0213 |
280
+ | No log | 11.7436 | 458 | 1.0374 | 0.3326 | 1.0374 | 1.0185 |
281
+ | No log | 11.7949 | 460 | 1.0674 | 0.3062 | 1.0674 | 1.0332 |
282
+ | No log | 11.8462 | 462 | 1.1507 | 0.3330 | 1.1507 | 1.0727 |
283
+ | No log | 11.8974 | 464 | 1.2123 | 0.3660 | 1.2123 | 1.1010 |
284
+ | No log | 11.9487 | 466 | 1.1490 | 0.3506 | 1.1490 | 1.0719 |
285
+ | No log | 12.0 | 468 | 1.0274 | 0.3081 | 1.0274 | 1.0136 |
286
+ | No log | 12.0513 | 470 | 0.9737 | 0.3210 | 0.9737 | 0.9868 |
287
+ | No log | 12.1026 | 472 | 0.9801 | 0.3762 | 0.9801 | 0.9900 |
288
+ | No log | 12.1538 | 474 | 0.9810 | 0.3463 | 0.9810 | 0.9905 |
289
+ | No log | 12.2051 | 476 | 0.9644 | 0.3408 | 0.9644 | 0.9820 |
290
+ | No log | 12.2564 | 478 | 0.9871 | 0.3382 | 0.9871 | 0.9935 |
291
+ | No log | 12.3077 | 480 | 1.0559 | 0.3033 | 1.0559 | 1.0276 |
292
+ | No log | 12.3590 | 482 | 1.0715 | 0.3033 | 1.0715 | 1.0351 |
293
+ | No log | 12.4103 | 484 | 1.0217 | 0.2395 | 1.0217 | 1.0108 |
294
+ | No log | 12.4615 | 486 | 1.0046 | 0.3663 | 1.0046 | 1.0023 |
295
+ | No log | 12.5128 | 488 | 1.0427 | 0.4065 | 1.0427 | 1.0211 |
296
+ | No log | 12.5641 | 490 | 1.0521 | 0.3820 | 1.0521 | 1.0257 |
297
+ | No log | 12.6154 | 492 | 1.0411 | 0.3408 | 1.0411 | 1.0204 |
298
+ | No log | 12.6667 | 494 | 1.0670 | 0.2584 | 1.0670 | 1.0329 |
299
+ | No log | 12.7179 | 496 | 1.1656 | 0.3074 | 1.1656 | 1.0797 |
300
+ | No log | 12.7692 | 498 | 1.1880 | 0.3207 | 1.1880 | 1.0900 |
301
+ | 0.3504 | 12.8205 | 500 | 1.1234 | 0.2748 | 1.1234 | 1.0599 |
302
+ | 0.3504 | 12.8718 | 502 | 1.0588 | 0.2265 | 1.0588 | 1.0290 |
303
+ | 0.3504 | 12.9231 | 504 | 1.0440 | 0.3070 | 1.0440 | 1.0217 |
304
+ | 0.3504 | 12.9744 | 506 | 1.0454 | 0.3196 | 1.0454 | 1.0224 |
305
+ | 0.3504 | 13.0256 | 508 | 1.0304 | 0.3094 | 1.0304 | 1.0151 |
306
+ | 0.3504 | 13.0769 | 510 | 1.0239 | 0.2793 | 1.0239 | 1.0119 |
307
+ | 0.3504 | 13.1282 | 512 | 1.0287 | 0.2793 | 1.0287 | 1.0142 |
308
+ | 0.3504 | 13.1795 | 514 | 1.0478 | 0.3346 | 1.0478 | 1.0236 |
309
+ | 0.3504 | 13.2308 | 516 | 1.0746 | 0.3312 | 1.0746 | 1.0366 |
310
+ | 0.3504 | 13.2821 | 518 | 1.0746 | 0.3346 | 1.0746 | 1.0366 |
311
+ | 0.3504 | 13.3333 | 520 | 1.0581 | 0.3301 | 1.0581 | 1.0287 |
312
+ | 0.3504 | 13.3846 | 522 | 1.0534 | 0.2793 | 1.0534 | 1.0263 |
313
+ | 0.3504 | 13.4359 | 524 | 1.0568 | 0.3508 | 1.0568 | 1.0280 |
314
+ | 0.3504 | 13.4872 | 526 | 1.0577 | 0.3243 | 1.0577 | 1.0284 |
315
+ | 0.3504 | 13.5385 | 528 | 1.0601 | 0.2255 | 1.0601 | 1.0296 |
316
+ | 0.3504 | 13.5897 | 530 | 1.0686 | 0.2647 | 1.0686 | 1.0337 |
317
+ | 0.3504 | 13.6410 | 532 | 1.0644 | 0.2310 | 1.0644 | 1.0317 |
318
+ | 0.3504 | 13.6923 | 534 | 1.0651 | 0.2509 | 1.0651 | 1.0320 |
319
+ | 0.3504 | 13.7436 | 536 | 1.0665 | 0.2509 | 1.0665 | 1.0327 |
320
 
321
 
322
  ### Framework versions