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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k18_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_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k17_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_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k17_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: 0.8347
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- - Qwk: 0.725
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- - Mse: 0.8347
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- - Rmse: 0.9136
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  ## Model description
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@@ -47,270 +47,487 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.025 | 2 | 6.6183 | 0.0308 | 6.6183 | 2.5726 |
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- | No log | 0.05 | 4 | 4.0742 | 0.0779 | 4.0742 | 2.0185 |
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- | No log | 0.075 | 6 | 2.7883 | 0.0633 | 2.7883 | 1.6698 |
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- | No log | 0.1 | 8 | 2.1851 | 0.1053 | 2.1851 | 1.4782 |
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- | No log | 0.125 | 10 | 1.9752 | 0.2373 | 1.9752 | 1.4054 |
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- | No log | 0.15 | 12 | 1.7519 | 0.2162 | 1.7519 | 1.3236 |
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- | No log | 0.175 | 14 | 1.7923 | 0.1698 | 1.7923 | 1.3388 |
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- | No log | 0.2 | 16 | 1.7458 | 0.2586 | 1.7458 | 1.3213 |
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- | No log | 0.225 | 18 | 2.7517 | 0.0774 | 2.7517 | 1.6588 |
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- | No log | 0.25 | 20 | 2.9969 | 0.0617 | 2.9969 | 1.7311 |
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- | No log | 0.275 | 22 | 2.3367 | 0.0704 | 2.3367 | 1.5286 |
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- | No log | 0.3 | 24 | 1.7617 | 0.3009 | 1.7617 | 1.3273 |
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- | No log | 0.325 | 26 | 1.7766 | 0.2364 | 1.7766 | 1.3329 |
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- | No log | 0.35 | 28 | 1.8635 | 0.2783 | 1.8635 | 1.3651 |
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- | No log | 0.375 | 30 | 1.8970 | 0.3279 | 1.8970 | 1.3773 |
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- | No log | 0.4 | 32 | 1.9332 | 0.3175 | 1.9332 | 1.3904 |
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- | No log | 0.425 | 34 | 1.8191 | 0.3307 | 1.8191 | 1.3487 |
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- | No log | 0.45 | 36 | 1.8123 | 0.3307 | 1.8123 | 1.3462 |
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- | No log | 0.475 | 38 | 1.5925 | 0.3360 | 1.5925 | 1.2620 |
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- | No log | 0.5 | 40 | 2.0246 | 0.3425 | 2.0246 | 1.4229 |
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- | No log | 0.525 | 42 | 2.1265 | 0.2933 | 2.1265 | 1.4582 |
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- | No log | 0.55 | 44 | 1.9712 | 0.3537 | 1.9712 | 1.4040 |
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- | No log | 0.575 | 46 | 1.3645 | 0.4526 | 1.3645 | 1.1681 |
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- | No log | 0.6 | 48 | 1.2598 | 0.5263 | 1.2598 | 1.1224 |
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- | No log | 0.625 | 50 | 1.7295 | 0.4247 | 1.7295 | 1.3151 |
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- | No log | 0.65 | 52 | 2.6510 | 0.2813 | 2.6510 | 1.6282 |
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- | No log | 0.675 | 54 | 2.5977 | 0.2974 | 2.5977 | 1.6118 |
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- | No log | 0.7 | 56 | 2.4413 | 0.2769 | 2.4413 | 1.5625 |
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- | No log | 0.725 | 58 | 2.2990 | 0.2903 | 2.2990 | 1.5163 |
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- | No log | 0.75 | 60 | 1.7304 | 0.4348 | 1.7304 | 1.3154 |
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- | No log | 0.775 | 62 | 1.3075 | 0.4706 | 1.3075 | 1.1435 |
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- | No log | 0.8 | 64 | 1.2333 | 0.4923 | 1.2333 | 1.1105 |
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- | No log | 0.825 | 66 | 1.2342 | 0.4762 | 1.2342 | 1.1109 |
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- | No log | 0.85 | 68 | 1.1440 | 0.4697 | 1.1440 | 1.0696 |
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- | No log | 0.875 | 70 | 1.2329 | 0.5306 | 1.2329 | 1.1104 |
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- | No log | 0.9 | 72 | 1.4216 | 0.5584 | 1.4216 | 1.1923 |
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- | No log | 0.925 | 74 | 1.4000 | 0.5466 | 1.4000 | 1.1832 |
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- | No log | 0.95 | 76 | 1.2719 | 0.5696 | 1.2719 | 1.1278 |
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- | No log | 0.975 | 78 | 1.5131 | 0.5422 | 1.5131 | 1.2301 |
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- | No log | 1.0 | 80 | 1.6490 | 0.4908 | 1.6490 | 1.2841 |
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- | No log | 1.025 | 82 | 1.5338 | 0.5641 | 1.5338 | 1.2385 |
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- | No log | 1.05 | 84 | 1.1320 | 0.6081 | 1.1320 | 1.0639 |
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- | No log | 1.075 | 86 | 0.9126 | 0.6577 | 0.9126 | 0.9553 |
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- | No log | 1.1 | 88 | 0.8448 | 0.7067 | 0.8448 | 0.9191 |
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- | No log | 1.125 | 90 | 0.8732 | 0.6351 | 0.8732 | 0.9345 |
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- | No log | 1.15 | 92 | 1.2087 | 0.5986 | 1.2087 | 1.0994 |
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- | No log | 1.175 | 94 | 1.3980 | 0.5676 | 1.3980 | 1.1824 |
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- | No log | 1.2 | 96 | 1.1995 | 0.5946 | 1.1995 | 1.0952 |
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- | No log | 1.225 | 98 | 1.0039 | 0.64 | 1.0039 | 1.0020 |
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- | No log | 1.25 | 100 | 0.9099 | 0.6577 | 0.9099 | 0.9539 |
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- | No log | 1.275 | 102 | 0.8930 | 0.64 | 0.8930 | 0.9450 |
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- | No log | 1.3 | 104 | 0.9772 | 0.6623 | 0.9772 | 0.9885 |
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- | No log | 1.325 | 106 | 1.1492 | 0.6234 | 1.1492 | 1.0720 |
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- | No log | 1.35 | 108 | 1.4311 | 0.5902 | 1.4311 | 1.1963 |
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- | No log | 1.375 | 110 | 1.1565 | 0.6441 | 1.1565 | 1.0754 |
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- | No log | 1.4 | 112 | 0.8354 | 0.7326 | 0.8354 | 0.9140 |
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- | No log | 1.425 | 114 | 0.7980 | 0.7399 | 0.7980 | 0.8933 |
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- | No log | 1.45 | 116 | 1.0652 | 0.6703 | 1.0652 | 1.0321 |
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- | No log | 1.475 | 118 | 1.1177 | 0.6595 | 1.1177 | 1.0572 |
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- | No log | 1.5 | 120 | 0.8234 | 0.7545 | 0.8234 | 0.9074 |
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- | No log | 1.525 | 122 | 0.7576 | 0.7172 | 0.7576 | 0.8704 |
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- | No log | 1.55 | 124 | 0.9182 | 0.6389 | 0.9182 | 0.9582 |
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- | No log | 1.575 | 126 | 0.8437 | 0.7075 | 0.8437 | 0.9185 |
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- | No log | 1.6 | 128 | 1.0414 | 0.6027 | 1.0414 | 1.0205 |
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- | No log | 1.625 | 130 | 1.4435 | 0.5389 | 1.4435 | 1.2015 |
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- | No log | 1.65 | 132 | 1.3833 | 0.5542 | 1.3833 | 1.1762 |
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- | No log | 1.675 | 134 | 1.2556 | 0.6145 | 1.2556 | 1.1205 |
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- | No log | 1.7 | 136 | 0.9171 | 0.6835 | 0.9171 | 0.9576 |
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- | No log | 1.725 | 138 | 0.7882 | 0.7237 | 0.7882 | 0.8878 |
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- | No log | 1.75 | 140 | 0.7456 | 0.7712 | 0.7456 | 0.8635 |
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- | No log | 1.775 | 142 | 0.7000 | 0.7712 | 0.7000 | 0.8367 |
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- | No log | 1.8 | 144 | 0.6810 | 0.7871 | 0.6810 | 0.8252 |
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- | No log | 1.825 | 146 | 0.6610 | 0.7898 | 0.6610 | 0.8130 |
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- | No log | 1.85 | 148 | 0.6723 | 0.8121 | 0.6723 | 0.8199 |
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- | No log | 1.875 | 150 | 0.6658 | 0.7898 | 0.6658 | 0.8159 |
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- | No log | 1.9 | 152 | 0.7711 | 0.6933 | 0.7711 | 0.8781 |
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- | No log | 1.925 | 154 | 1.0443 | 0.5556 | 1.0443 | 1.0219 |
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- | No log | 1.95 | 156 | 1.0527 | 0.5556 | 1.0527 | 1.0260 |
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- | No log | 1.975 | 158 | 0.8372 | 0.6853 | 0.8372 | 0.9150 |
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- | No log | 2.0 | 160 | 0.8034 | 0.7248 | 0.8034 | 0.8963 |
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- | No log | 2.025 | 162 | 0.9878 | 0.6364 | 0.9878 | 0.9939 |
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- | No log | 2.05 | 164 | 0.9834 | 0.6410 | 0.9834 | 0.9916 |
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- | No log | 2.075 | 166 | 0.8695 | 0.6759 | 0.8695 | 0.9324 |
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- | No log | 2.1 | 168 | 0.8082 | 0.7123 | 0.8082 | 0.8990 |
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- | No log | 2.125 | 170 | 0.8071 | 0.7114 | 0.8071 | 0.8984 |
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- | No log | 2.15 | 172 | 0.9461 | 0.7160 | 0.9461 | 0.9727 |
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- | No log | 2.175 | 174 | 1.3464 | 0.5665 | 1.3464 | 1.1604 |
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- | No log | 2.2 | 176 | 1.6261 | 0.5424 | 1.6261 | 1.2752 |
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- | No log | 2.225 | 178 | 1.2834 | 0.5862 | 1.2834 | 1.1329 |
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- | No log | 2.25 | 180 | 0.8094 | 0.7394 | 0.8094 | 0.8997 |
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- | No log | 2.275 | 182 | 0.6705 | 0.7692 | 0.6705 | 0.8189 |
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- | No log | 2.3 | 184 | 0.6274 | 0.7898 | 0.6274 | 0.7921 |
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- | No log | 2.325 | 186 | 0.6340 | 0.8 | 0.6340 | 0.7962 |
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- | No log | 2.35 | 188 | 0.7165 | 0.7556 | 0.7165 | 0.8465 |
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- | No log | 2.375 | 190 | 0.9934 | 0.7403 | 0.9934 | 0.9967 |
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- | No log | 2.4 | 192 | 1.1444 | 0.7 | 1.1444 | 1.0698 |
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- | No log | 2.425 | 194 | 1.3219 | 0.6328 | 1.3219 | 1.1498 |
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- | No log | 2.45 | 196 | 1.1478 | 0.6667 | 1.1478 | 1.0714 |
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- | No log | 2.475 | 198 | 1.0438 | 0.6782 | 1.0438 | 1.0216 |
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- | No log | 2.5 | 200 | 0.9596 | 0.6860 | 0.9596 | 0.9796 |
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- | No log | 2.525 | 202 | 1.0474 | 0.6893 | 1.0474 | 1.0234 |
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- | No log | 2.55 | 204 | 0.9735 | 0.7079 | 0.9735 | 0.9867 |
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- | No log | 2.575 | 206 | 0.9034 | 0.7151 | 0.9034 | 0.9505 |
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- | No log | 2.6 | 208 | 0.7757 | 0.7711 | 0.7757 | 0.8807 |
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- | No log | 2.625 | 210 | 0.6876 | 0.7517 | 0.6876 | 0.8292 |
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- | No log | 2.65 | 212 | 0.6889 | 0.7448 | 0.6889 | 0.8300 |
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- | No log | 2.675 | 214 | 0.7218 | 0.7517 | 0.7218 | 0.8496 |
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- | No log | 2.7 | 216 | 0.9010 | 0.6842 | 0.9010 | 0.9492 |
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- | No log | 2.725 | 218 | 0.9240 | 0.7117 | 0.9240 | 0.9613 |
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- | No log | 2.75 | 220 | 0.8583 | 0.7456 | 0.8583 | 0.9264 |
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- | No log | 2.775 | 222 | 0.9165 | 0.7065 | 0.9165 | 0.9574 |
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- | No log | 2.8 | 224 | 1.1170 | 0.6771 | 1.1170 | 1.0569 |
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- | No log | 2.825 | 226 | 1.1437 | 0.6597 | 1.1437 | 1.0695 |
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- | No log | 2.85 | 228 | 0.8195 | 0.7442 | 0.8195 | 0.9053 |
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- | No log | 2.875 | 230 | 0.6890 | 0.7927 | 0.6890 | 0.8300 |
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- | No log | 2.9 | 232 | 0.6602 | 0.7771 | 0.6602 | 0.8126 |
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- | No log | 2.925 | 234 | 0.7190 | 0.7643 | 0.7190 | 0.8479 |
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- | No log | 2.95 | 236 | 0.7409 | 0.7417 | 0.7409 | 0.8607 |
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- | No log | 2.975 | 238 | 0.7381 | 0.7383 | 0.7381 | 0.8591 |
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- | No log | 3.0 | 240 | 0.7218 | 0.7347 | 0.7218 | 0.8496 |
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- | No log | 3.025 | 242 | 0.7856 | 0.7042 | 0.7856 | 0.8863 |
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- | No log | 3.05 | 244 | 0.9087 | 0.6331 | 0.9087 | 0.9532 |
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- | No log | 3.075 | 246 | 0.7692 | 0.7 | 0.7692 | 0.8770 |
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- | No log | 3.1 | 248 | 0.7711 | 0.6716 | 0.7711 | 0.8781 |
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- | No log | 3.125 | 250 | 0.8285 | 0.6714 | 0.8285 | 0.9102 |
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- | No log | 3.15 | 252 | 0.8289 | 0.6713 | 0.8289 | 0.9105 |
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- | No log | 3.175 | 254 | 0.7741 | 0.7483 | 0.7741 | 0.8798 |
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- | No log | 3.2 | 256 | 0.7541 | 0.7821 | 0.7541 | 0.8684 |
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- | No log | 3.225 | 258 | 0.7470 | 0.7821 | 0.7470 | 0.8643 |
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- | No log | 3.25 | 260 | 0.7269 | 0.8025 | 0.7269 | 0.8526 |
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- | No log | 3.275 | 262 | 0.7115 | 0.7875 | 0.7115 | 0.8435 |
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- | No log | 3.3 | 264 | 0.6641 | 0.7733 | 0.6641 | 0.8149 |
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- | No log | 3.325 | 266 | 0.6844 | 0.7517 | 0.6844 | 0.8273 |
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- | No log | 3.35 | 268 | 0.7144 | 0.7771 | 0.7144 | 0.8452 |
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- | No log | 3.375 | 270 | 0.8375 | 0.7468 | 0.8375 | 0.9152 |
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- | No log | 3.4 | 272 | 1.0564 | 0.5696 | 1.0564 | 1.0278 |
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- | No log | 3.425 | 274 | 1.1741 | 0.5912 | 1.1741 | 1.0836 |
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- | No log | 3.45 | 276 | 1.0570 | 0.5419 | 1.0570 | 1.0281 |
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- | No log | 3.475 | 278 | 0.8242 | 0.7261 | 0.8242 | 0.9079 |
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- | No log | 3.5 | 280 | 0.7131 | 0.7671 | 0.7131 | 0.8445 |
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- | No log | 3.525 | 282 | 0.8135 | 0.6853 | 0.8135 | 0.9019 |
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- | No log | 3.55 | 284 | 0.8371 | 0.6713 | 0.8371 | 0.9150 |
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- | No log | 3.575 | 286 | 0.7933 | 0.7483 | 0.7933 | 0.8907 |
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- | No log | 3.6 | 288 | 0.8037 | 0.7516 | 0.8037 | 0.8965 |
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- | No log | 3.625 | 290 | 0.8887 | 0.6918 | 0.8887 | 0.9427 |
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- | No log | 3.65 | 292 | 0.8919 | 0.6988 | 0.8919 | 0.9444 |
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- | No log | 3.675 | 294 | 0.8433 | 0.7305 | 0.8433 | 0.9183 |
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- | No log | 3.7 | 296 | 0.7741 | 0.7545 | 0.7741 | 0.8798 |
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- | No log | 3.725 | 298 | 0.7518 | 0.7901 | 0.7518 | 0.8671 |
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- | No log | 3.75 | 300 | 0.7664 | 0.7826 | 0.7664 | 0.8754 |
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- | No log | 3.775 | 302 | 0.8133 | 0.7362 | 0.8133 | 0.9018 |
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- | No log | 3.8 | 304 | 1.0186 | 0.6705 | 1.0186 | 1.0093 |
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- | No log | 3.825 | 306 | 1.3485 | 0.6364 | 1.3485 | 1.1612 |
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- | No log | 3.85 | 308 | 1.3265 | 0.6354 | 1.3265 | 1.1517 |
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- | No log | 3.875 | 310 | 1.2561 | 0.6383 | 1.2561 | 1.1208 |
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- | No log | 3.9 | 312 | 1.0493 | 0.6593 | 1.0493 | 1.0244 |
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- | No log | 3.925 | 314 | 0.8931 | 0.7079 | 0.8931 | 0.9450 |
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- | No log | 3.95 | 316 | 0.8629 | 0.7108 | 0.8629 | 0.9289 |
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- | No log | 3.975 | 318 | 0.7999 | 0.7205 | 0.7999 | 0.8944 |
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- | No log | 4.0 | 320 | 0.7421 | 0.7547 | 0.7421 | 0.8614 |
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- | No log | 4.025 | 322 | 0.7274 | 0.7848 | 0.7274 | 0.8529 |
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- | No log | 4.05 | 324 | 0.7527 | 0.76 | 0.7527 | 0.8676 |
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- | No log | 4.075 | 326 | 0.7979 | 0.7310 | 0.7979 | 0.8932 |
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- | No log | 4.1 | 328 | 0.8259 | 0.7234 | 0.8259 | 0.9088 |
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- | No log | 4.125 | 330 | 0.8037 | 0.7273 | 0.8037 | 0.8965 |
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- | No log | 4.15 | 332 | 0.7864 | 0.6803 | 0.7864 | 0.8868 |
218
- | No log | 4.175 | 334 | 0.7999 | 0.7179 | 0.7999 | 0.8944 |
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- | No log | 4.2 | 336 | 0.8315 | 0.7051 | 0.8315 | 0.9119 |
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- | No log | 4.225 | 338 | 0.8080 | 0.6846 | 0.8080 | 0.8989 |
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- | No log | 4.25 | 340 | 0.7879 | 0.7285 | 0.7879 | 0.8876 |
222
- | No log | 4.275 | 342 | 0.8009 | 0.6933 | 0.8009 | 0.8950 |
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- | No log | 4.3 | 344 | 0.8137 | 0.6974 | 0.8137 | 0.9021 |
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- | No log | 4.325 | 346 | 0.8113 | 0.7089 | 0.8113 | 0.9007 |
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- | No log | 4.35 | 348 | 0.7506 | 0.7636 | 0.7506 | 0.8664 |
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- | No log | 4.375 | 350 | 0.7092 | 0.7976 | 0.7092 | 0.8421 |
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- | No log | 4.4 | 352 | 0.6805 | 0.8047 | 0.6805 | 0.8249 |
228
- | No log | 4.425 | 354 | 0.6784 | 0.8121 | 0.6784 | 0.8237 |
229
- | No log | 4.45 | 356 | 0.7618 | 0.7925 | 0.7618 | 0.8728 |
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- | No log | 4.475 | 358 | 0.7463 | 0.7763 | 0.7463 | 0.8639 |
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- | No log | 4.5 | 360 | 0.7026 | 0.7771 | 0.7026 | 0.8382 |
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- | No log | 4.525 | 362 | 0.7335 | 0.7636 | 0.7335 | 0.8564 |
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- | No log | 4.55 | 364 | 0.8769 | 0.6829 | 0.8769 | 0.9364 |
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- | No log | 4.575 | 366 | 0.9505 | 0.6909 | 0.9505 | 0.9749 |
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- | No log | 4.6 | 368 | 0.8804 | 0.7381 | 0.8804 | 0.9383 |
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- | No log | 4.625 | 370 | 0.7880 | 0.7456 | 0.7880 | 0.8877 |
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- | No log | 4.65 | 372 | 0.8318 | 0.7456 | 0.8318 | 0.9120 |
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- | No log | 4.675 | 374 | 0.7126 | 0.7647 | 0.7126 | 0.8441 |
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- | No log | 4.7 | 376 | 0.6198 | 0.7976 | 0.6198 | 0.7873 |
240
- | No log | 4.725 | 378 | 0.5848 | 0.8070 | 0.5848 | 0.7647 |
241
- | No log | 4.75 | 380 | 0.5745 | 0.7904 | 0.5745 | 0.7580 |
242
- | No log | 4.775 | 382 | 0.6156 | 0.8193 | 0.6156 | 0.7846 |
243
- | No log | 4.8 | 384 | 0.7368 | 0.7239 | 0.7368 | 0.8583 |
244
- | No log | 4.825 | 386 | 0.9072 | 0.6928 | 0.9072 | 0.9525 |
245
- | No log | 4.85 | 388 | 1.0326 | 0.6111 | 1.0326 | 1.0162 |
246
- | No log | 4.875 | 390 | 1.0881 | 0.5816 | 1.0881 | 1.0431 |
247
- | No log | 4.9 | 392 | 0.9761 | 0.6277 | 0.9761 | 0.9880 |
248
- | No log | 4.925 | 394 | 0.8115 | 0.6806 | 0.8115 | 0.9008 |
249
- | No log | 4.95 | 396 | 0.6928 | 0.7484 | 0.6928 | 0.8323 |
250
- | No log | 4.975 | 398 | 0.8240 | 0.7195 | 0.8240 | 0.9078 |
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- | No log | 5.0 | 400 | 1.1796 | 0.6207 | 1.1796 | 1.0861 |
252
- | No log | 5.025 | 402 | 1.2661 | 0.6127 | 1.2661 | 1.1252 |
253
- | No log | 5.05 | 404 | 1.0918 | 0.6061 | 1.0918 | 1.0449 |
254
- | No log | 5.075 | 406 | 0.8964 | 0.7030 | 0.8964 | 0.9468 |
255
- | No log | 5.1 | 408 | 0.8476 | 0.7305 | 0.8476 | 0.9206 |
256
- | No log | 5.125 | 410 | 0.8243 | 0.7108 | 0.8243 | 0.9079 |
257
- | No log | 5.15 | 412 | 0.9149 | 0.7135 | 0.9149 | 0.9565 |
258
- | No log | 5.175 | 414 | 1.0319 | 0.6740 | 1.0319 | 1.0158 |
259
- | No log | 5.2 | 416 | 1.0948 | 0.6778 | 1.0948 | 1.0463 |
260
- | No log | 5.225 | 418 | 1.0669 | 0.6514 | 1.0669 | 1.0329 |
261
- | No log | 5.25 | 420 | 0.9466 | 0.6667 | 0.9466 | 0.9730 |
262
- | No log | 5.275 | 422 | 0.9342 | 0.6709 | 0.9342 | 0.9666 |
263
- | No log | 5.3 | 424 | 0.8961 | 0.6923 | 0.8961 | 0.9466 |
264
- | No log | 5.325 | 426 | 0.8742 | 0.6849 | 0.8742 | 0.9350 |
265
- | No log | 5.35 | 428 | 0.9007 | 0.6711 | 0.9007 | 0.9491 |
266
- | No log | 5.375 | 430 | 0.9548 | 0.6497 | 0.9548 | 0.9771 |
267
- | No log | 5.4 | 432 | 0.9381 | 0.6832 | 0.9381 | 0.9686 |
268
- | No log | 5.425 | 434 | 0.9759 | 0.6667 | 0.9759 | 0.9879 |
269
- | No log | 5.45 | 436 | 1.0322 | 0.6424 | 1.0322 | 1.0160 |
270
- | No log | 5.475 | 438 | 1.0790 | 0.6429 | 1.0790 | 1.0387 |
271
- | No log | 5.5 | 440 | 1.1373 | 0.6108 | 1.1373 | 1.0664 |
272
- | No log | 5.525 | 442 | 1.2857 | 0.5629 | 1.2857 | 1.1339 |
273
- | No log | 5.55 | 444 | 1.1527 | 0.6061 | 1.1527 | 1.0737 |
274
- | No log | 5.575 | 446 | 0.8716 | 0.6624 | 0.8716 | 0.9336 |
275
- | No log | 5.6 | 448 | 0.7479 | 0.7308 | 0.7479 | 0.8648 |
276
- | No log | 5.625 | 450 | 0.6736 | 0.7417 | 0.6736 | 0.8207 |
277
- | No log | 5.65 | 452 | 0.6893 | 0.7451 | 0.6893 | 0.8302 |
278
- | No log | 5.675 | 454 | 0.6514 | 0.7532 | 0.6514 | 0.8071 |
279
- | No log | 5.7 | 456 | 0.6465 | 0.7682 | 0.6465 | 0.8041 |
280
- | No log | 5.725 | 458 | 0.6490 | 0.7619 | 0.6490 | 0.8056 |
281
- | No log | 5.75 | 460 | 0.6911 | 0.7534 | 0.6911 | 0.8313 |
282
- | No log | 5.775 | 462 | 0.7423 | 0.7376 | 0.7423 | 0.8616 |
283
- | No log | 5.8 | 464 | 0.7820 | 0.7153 | 0.7820 | 0.8843 |
284
- | No log | 5.825 | 466 | 0.8067 | 0.6765 | 0.8067 | 0.8982 |
285
- | No log | 5.85 | 468 | 0.9219 | 0.5793 | 0.9219 | 0.9602 |
286
- | No log | 5.875 | 470 | 1.0432 | 0.6013 | 1.0432 | 1.0213 |
287
- | No log | 5.9 | 472 | 0.9515 | 0.6282 | 0.9515 | 0.9755 |
288
- | No log | 5.925 | 474 | 0.8187 | 0.7407 | 0.8187 | 0.9048 |
289
- | No log | 5.95 | 476 | 0.7097 | 0.7831 | 0.7097 | 0.8424 |
290
- | No log | 5.975 | 478 | 0.7357 | 0.7758 | 0.7357 | 0.8577 |
291
- | No log | 6.0 | 480 | 0.7609 | 0.7485 | 0.7609 | 0.8723 |
292
- | No log | 6.025 | 482 | 0.8299 | 0.7561 | 0.8299 | 0.9110 |
293
- | No log | 6.05 | 484 | 0.8166 | 0.7665 | 0.8166 | 0.9037 |
294
- | No log | 6.075 | 486 | 0.7946 | 0.7665 | 0.7946 | 0.8914 |
295
- | No log | 6.1 | 488 | 0.7933 | 0.7665 | 0.7933 | 0.8907 |
296
- | No log | 6.125 | 490 | 0.7188 | 0.8025 | 0.7188 | 0.8478 |
297
- | No log | 6.15 | 492 | 0.6495 | 0.7895 | 0.6495 | 0.8059 |
298
- | No log | 6.175 | 494 | 0.6818 | 0.7671 | 0.6818 | 0.8257 |
299
- | No log | 6.2 | 496 | 0.7152 | 0.7092 | 0.7152 | 0.8457 |
300
- | No log | 6.225 | 498 | 0.6978 | 0.7429 | 0.6978 | 0.8353 |
301
- | 0.4143 | 6.25 | 500 | 0.6833 | 0.7586 | 0.6833 | 0.8266 |
302
- | 0.4143 | 6.275 | 502 | 0.6856 | 0.7703 | 0.6856 | 0.8280 |
303
- | 0.4143 | 6.3 | 504 | 0.6728 | 0.7703 | 0.6728 | 0.8202 |
304
- | 0.4143 | 6.325 | 506 | 0.6952 | 0.7429 | 0.6952 | 0.8338 |
305
- | 0.4143 | 6.35 | 508 | 0.7066 | 0.7552 | 0.7066 | 0.8406 |
306
- | 0.4143 | 6.375 | 510 | 0.7161 | 0.7785 | 0.7161 | 0.8462 |
307
- | 0.4143 | 6.4 | 512 | 0.7279 | 0.7821 | 0.7279 | 0.8532 |
308
- | 0.4143 | 6.425 | 514 | 0.7779 | 0.7643 | 0.7779 | 0.8820 |
309
- | 0.4143 | 6.45 | 516 | 0.8811 | 0.7051 | 0.8811 | 0.9387 |
310
- | 0.4143 | 6.475 | 518 | 0.9230 | 0.6795 | 0.9230 | 0.9607 |
311
- | 0.4143 | 6.5 | 520 | 0.9451 | 0.6795 | 0.9451 | 0.9722 |
312
- | 0.4143 | 6.525 | 522 | 0.8644 | 0.6752 | 0.8644 | 0.9298 |
313
- | 0.4143 | 6.55 | 524 | 0.8347 | 0.725 | 0.8347 | 0.9136 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
314
 
315
 
316
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k18_task1_organization
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  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k18_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.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.0184
19
+ - Qwk: 0.5161
20
+ - Mse: 1.0184
21
+ - Rmse: 1.0092
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0233 | 2 | 7.0585 | -0.0164 | 7.0585 | 2.6568 |
53
+ | No log | 0.0465 | 4 | 4.5952 | 0.0506 | 4.5952 | 2.1436 |
54
+ | No log | 0.0698 | 6 | 4.3756 | -0.0571 | 4.3756 | 2.0918 |
55
+ | No log | 0.0930 | 8 | 3.8192 | -0.0521 | 3.8192 | 1.9543 |
56
+ | No log | 0.1163 | 10 | 2.5145 | 0.1389 | 2.5145 | 1.5857 |
57
+ | No log | 0.1395 | 12 | 2.2867 | 0.1805 | 2.2867 | 1.5122 |
58
+ | No log | 0.1628 | 14 | 2.0221 | 0.1417 | 2.0221 | 1.4220 |
59
+ | No log | 0.1860 | 16 | 2.0421 | 0.1575 | 2.0421 | 1.4290 |
60
+ | No log | 0.2093 | 18 | 1.9333 | 0.2097 | 1.9333 | 1.3904 |
61
+ | No log | 0.2326 | 20 | 1.8164 | 0.2353 | 1.8164 | 1.3477 |
62
+ | No log | 0.2558 | 22 | 1.7356 | 0.2034 | 1.7356 | 1.3174 |
63
+ | No log | 0.2791 | 24 | 1.7263 | 0.1525 | 1.7263 | 1.3139 |
64
+ | No log | 0.3023 | 26 | 1.7688 | 0.1322 | 1.7688 | 1.3300 |
65
+ | No log | 0.3256 | 28 | 1.7785 | 0.1333 | 1.7785 | 1.3336 |
66
+ | No log | 0.3488 | 30 | 1.6991 | 0.2712 | 1.6991 | 1.3035 |
67
+ | No log | 0.3721 | 32 | 1.6260 | 0.2906 | 1.6260 | 1.2752 |
68
+ | No log | 0.3953 | 34 | 1.7479 | 0.2000 | 1.7479 | 1.3221 |
69
+ | No log | 0.4186 | 36 | 1.6224 | 0.2602 | 1.6224 | 1.2737 |
70
+ | No log | 0.4419 | 38 | 1.6411 | 0.4 | 1.6411 | 1.2811 |
71
+ | No log | 0.4651 | 40 | 1.8965 | 0.3256 | 1.8965 | 1.3771 |
72
+ | No log | 0.4884 | 42 | 1.7348 | 0.3692 | 1.7348 | 1.3171 |
73
+ | No log | 0.5116 | 44 | 1.6309 | 0.3636 | 1.6309 | 1.2771 |
74
+ | No log | 0.5349 | 46 | 1.6809 | 0.3308 | 1.6809 | 1.2965 |
75
+ | No log | 0.5581 | 48 | 1.7679 | 0.3308 | 1.7679 | 1.3296 |
76
+ | No log | 0.5814 | 50 | 1.5955 | 0.3485 | 1.5955 | 1.2631 |
77
+ | No log | 0.6047 | 52 | 1.5055 | 0.4000 | 1.5055 | 1.2270 |
78
+ | No log | 0.6279 | 54 | 1.3572 | 0.4754 | 1.3572 | 1.1650 |
79
+ | No log | 0.6512 | 56 | 1.4626 | 0.3826 | 1.4626 | 1.2094 |
80
+ | No log | 0.6744 | 58 | 1.6369 | 0.2807 | 1.6369 | 1.2794 |
81
+ | No log | 0.6977 | 60 | 1.8161 | 0.1157 | 1.8161 | 1.3476 |
82
+ | No log | 0.7209 | 62 | 1.6110 | 0.2435 | 1.6110 | 1.2693 |
83
+ | No log | 0.7442 | 64 | 1.5634 | 0.3279 | 1.5634 | 1.2503 |
84
+ | No log | 0.7674 | 66 | 1.7916 | 0.2443 | 1.7916 | 1.3385 |
85
+ | No log | 0.7907 | 68 | 1.8645 | 0.2676 | 1.8645 | 1.3655 |
86
+ | No log | 0.8140 | 70 | 1.7635 | 0.3000 | 1.7635 | 1.3280 |
87
+ | No log | 0.8372 | 72 | 1.5694 | 0.4122 | 1.5694 | 1.2528 |
88
+ | No log | 0.8605 | 74 | 1.3944 | 0.4444 | 1.3944 | 1.1808 |
89
+ | No log | 0.8837 | 76 | 1.3191 | 0.4553 | 1.3191 | 1.1485 |
90
+ | No log | 0.9070 | 78 | 1.4592 | 0.3548 | 1.4592 | 1.2080 |
91
+ | No log | 0.9302 | 80 | 2.0162 | 0.2759 | 2.0162 | 1.4199 |
92
+ | No log | 0.9535 | 82 | 2.0689 | 0.2781 | 2.0689 | 1.4384 |
93
+ | No log | 0.9767 | 84 | 1.6762 | 0.3852 | 1.6762 | 1.2947 |
94
+ | No log | 1.0 | 86 | 1.3467 | 0.4715 | 1.3467 | 1.1605 |
95
+ | No log | 1.0233 | 88 | 1.3818 | 0.4590 | 1.3818 | 1.1755 |
96
+ | No log | 1.0465 | 90 | 1.4032 | 0.4715 | 1.4032 | 1.1846 |
97
+ | No log | 1.0698 | 92 | 1.4761 | 0.3710 | 1.4761 | 1.2149 |
98
+ | No log | 1.0930 | 94 | 1.5829 | 0.3846 | 1.5829 | 1.2581 |
99
+ | No log | 1.1163 | 96 | 1.6760 | 0.3881 | 1.6760 | 1.2946 |
100
+ | No log | 1.1395 | 98 | 1.6583 | 0.3881 | 1.6583 | 1.2877 |
101
+ | No log | 1.1628 | 100 | 1.5348 | 0.3846 | 1.5348 | 1.2389 |
102
+ | No log | 1.1860 | 102 | 1.4701 | 0.3770 | 1.4701 | 1.2125 |
103
+ | No log | 1.2093 | 104 | 1.5052 | 0.3802 | 1.5052 | 1.2269 |
104
+ | No log | 1.2326 | 106 | 1.8095 | 0.2519 | 1.8095 | 1.3452 |
105
+ | No log | 1.2558 | 108 | 1.7158 | 0.2815 | 1.7158 | 1.3099 |
106
+ | No log | 1.2791 | 110 | 1.2595 | 0.5041 | 1.2595 | 1.1223 |
107
+ | No log | 1.3023 | 112 | 1.1813 | 0.4298 | 1.1813 | 1.0869 |
108
+ | No log | 1.3256 | 114 | 1.1692 | 0.4793 | 1.1692 | 1.0813 |
109
+ | No log | 1.3488 | 116 | 1.2173 | 0.5039 | 1.2173 | 1.1033 |
110
+ | No log | 1.3721 | 118 | 1.2398 | 0.4496 | 1.2398 | 1.1135 |
111
+ | No log | 1.3953 | 120 | 1.2119 | 0.4754 | 1.2119 | 1.1009 |
112
+ | No log | 1.4186 | 122 | 1.1841 | 0.4882 | 1.1841 | 1.0882 |
113
+ | No log | 1.4419 | 124 | 1.2451 | 0.5039 | 1.2451 | 1.1158 |
114
+ | No log | 1.4651 | 126 | 1.4975 | 0.4493 | 1.4975 | 1.2237 |
115
+ | No log | 1.4884 | 128 | 1.7297 | 0.3611 | 1.7297 | 1.3152 |
116
+ | No log | 1.5116 | 130 | 2.0770 | 0.2667 | 2.0770 | 1.4412 |
117
+ | No log | 1.5349 | 132 | 1.7678 | 0.2877 | 1.7678 | 1.3296 |
118
+ | No log | 1.5581 | 134 | 1.2847 | 0.5185 | 1.2847 | 1.1335 |
119
+ | No log | 1.5814 | 136 | 1.1722 | 0.5039 | 1.1722 | 1.0827 |
120
+ | No log | 1.6047 | 138 | 1.1623 | 0.5 | 1.1623 | 1.0781 |
121
+ | No log | 1.6279 | 140 | 1.1645 | 0.5 | 1.1645 | 1.0791 |
122
+ | No log | 1.6512 | 142 | 1.1420 | 0.5231 | 1.1420 | 1.0686 |
123
+ | No log | 1.6744 | 144 | 1.2126 | 0.5606 | 1.2126 | 1.1012 |
124
+ | No log | 1.6977 | 146 | 1.3049 | 0.5441 | 1.3049 | 1.1423 |
125
+ | No log | 1.7209 | 148 | 1.3051 | 0.5185 | 1.3051 | 1.1424 |
126
+ | No log | 1.7442 | 150 | 1.2098 | 0.5344 | 1.2098 | 1.0999 |
127
+ | No log | 1.7674 | 152 | 1.2784 | 0.4262 | 1.2784 | 1.1307 |
128
+ | No log | 1.7907 | 154 | 1.2089 | 0.4262 | 1.2089 | 1.0995 |
129
+ | No log | 1.8140 | 156 | 1.1216 | 0.5397 | 1.1216 | 1.0591 |
130
+ | No log | 1.8372 | 158 | 1.1279 | 0.5469 | 1.1279 | 1.0620 |
131
+ | No log | 1.8605 | 160 | 1.1553 | 0.5484 | 1.1553 | 1.0748 |
132
+ | No log | 1.8837 | 162 | 1.1659 | 0.5397 | 1.1659 | 1.0798 |
133
+ | No log | 1.9070 | 164 | 1.1372 | 0.5323 | 1.1372 | 1.0664 |
134
+ | No log | 1.9302 | 166 | 1.1277 | 0.4500 | 1.1277 | 1.0619 |
135
+ | No log | 1.9535 | 168 | 1.1657 | 0.4590 | 1.1657 | 1.0797 |
136
+ | No log | 1.9767 | 170 | 1.1635 | 0.4228 | 1.1635 | 1.0786 |
137
+ | No log | 2.0 | 172 | 1.2238 | 0.5217 | 1.2238 | 1.1063 |
138
+ | No log | 2.0233 | 174 | 1.3621 | 0.4571 | 1.3621 | 1.1671 |
139
+ | No log | 2.0465 | 176 | 1.3095 | 0.5217 | 1.3095 | 1.1443 |
140
+ | No log | 2.0698 | 178 | 1.1688 | 0.5496 | 1.1688 | 1.0811 |
141
+ | No log | 2.0930 | 180 | 1.1128 | 0.5581 | 1.1128 | 1.0549 |
142
+ | No log | 2.1163 | 182 | 1.0955 | 0.5909 | 1.0955 | 1.0466 |
143
+ | No log | 2.1395 | 184 | 1.0796 | 0.5649 | 1.0796 | 1.0390 |
144
+ | No log | 2.1628 | 186 | 1.0675 | 0.5312 | 1.0675 | 1.0332 |
145
+ | No log | 2.1860 | 188 | 1.0649 | 0.5079 | 1.0649 | 1.0319 |
146
+ | No log | 2.2093 | 190 | 1.0665 | 0.5039 | 1.0665 | 1.0327 |
147
+ | No log | 2.2326 | 192 | 1.0532 | 0.5538 | 1.0532 | 1.0262 |
148
+ | No log | 2.2558 | 194 | 1.0605 | 0.6 | 1.0605 | 1.0298 |
149
+ | No log | 2.2791 | 196 | 1.0626 | 0.6015 | 1.0626 | 1.0308 |
150
+ | No log | 2.3023 | 198 | 1.0380 | 0.5564 | 1.0380 | 1.0188 |
151
+ | No log | 2.3256 | 200 | 1.0383 | 0.4925 | 1.0383 | 1.0190 |
152
+ | No log | 2.3488 | 202 | 1.0606 | 0.4580 | 1.0606 | 1.0299 |
153
+ | No log | 2.3721 | 204 | 1.0040 | 0.512 | 1.0040 | 1.0020 |
154
+ | No log | 2.3953 | 206 | 0.9590 | 0.5669 | 0.9590 | 0.9793 |
155
+ | No log | 2.4186 | 208 | 0.9752 | 0.6718 | 0.9752 | 0.9875 |
156
+ | No log | 2.4419 | 210 | 0.9888 | 0.6406 | 0.9888 | 0.9944 |
157
+ | No log | 2.4651 | 212 | 0.9979 | 0.5873 | 0.9979 | 0.9989 |
158
+ | No log | 2.4884 | 214 | 1.1183 | 0.5882 | 1.1183 | 1.0575 |
159
+ | No log | 2.5116 | 216 | 1.5989 | 0.4133 | 1.5989 | 1.2645 |
160
+ | No log | 2.5349 | 218 | 1.9186 | 0.4 | 1.9186 | 1.3851 |
161
+ | No log | 2.5581 | 220 | 1.4968 | 0.4267 | 1.4968 | 1.2235 |
162
+ | No log | 2.5814 | 222 | 1.2313 | 0.5106 | 1.2313 | 1.1096 |
163
+ | No log | 2.6047 | 224 | 1.1496 | 0.5333 | 1.1496 | 1.0722 |
164
+ | No log | 2.6279 | 226 | 1.2340 | 0.5248 | 1.2340 | 1.1109 |
165
+ | No log | 2.6512 | 228 | 1.2754 | 0.5248 | 1.2754 | 1.1293 |
166
+ | No log | 2.6744 | 230 | 1.0873 | 0.5312 | 1.0873 | 1.0428 |
167
+ | No log | 2.6977 | 232 | 1.0566 | 0.5323 | 1.0566 | 1.0279 |
168
+ | No log | 2.7209 | 234 | 1.1516 | 0.4878 | 1.1516 | 1.0731 |
169
+ | No log | 2.7442 | 236 | 1.1489 | 0.5312 | 1.1489 | 1.0719 |
170
+ | No log | 2.7674 | 238 | 1.1012 | 0.4590 | 1.1012 | 1.0494 |
171
+ | No log | 2.7907 | 240 | 1.1717 | 0.4593 | 1.1717 | 1.0825 |
172
+ | No log | 2.8140 | 242 | 1.3185 | 0.5342 | 1.3185 | 1.1483 |
173
+ | No log | 2.8372 | 244 | 1.2107 | 0.4964 | 1.2107 | 1.1003 |
174
+ | No log | 2.8605 | 246 | 1.2181 | 0.4964 | 1.2181 | 1.1037 |
175
+ | No log | 2.8837 | 248 | 1.1993 | 0.4925 | 1.1993 | 1.0951 |
176
+ | No log | 2.9070 | 250 | 1.3387 | 0.5106 | 1.3387 | 1.1570 |
177
+ | No log | 2.9302 | 252 | 1.5293 | 0.4626 | 1.5293 | 1.2366 |
178
+ | No log | 2.9535 | 254 | 1.7283 | 0.4359 | 1.7283 | 1.3147 |
179
+ | No log | 2.9767 | 256 | 1.7278 | 0.4684 | 1.7278 | 1.3145 |
180
+ | No log | 3.0 | 258 | 1.6653 | 0.4780 | 1.6653 | 1.2905 |
181
+ | No log | 3.0233 | 260 | 1.4945 | 0.4828 | 1.4945 | 1.2225 |
182
+ | No log | 3.0465 | 262 | 1.2385 | 0.5429 | 1.2385 | 1.1129 |
183
+ | No log | 3.0698 | 264 | 1.1253 | 0.4918 | 1.1253 | 1.0608 |
184
+ | No log | 3.0930 | 266 | 1.1712 | 0.5669 | 1.1712 | 1.0822 |
185
+ | No log | 3.1163 | 268 | 1.2589 | 0.528 | 1.2589 | 1.1220 |
186
+ | No log | 3.1395 | 270 | 1.2608 | 0.4918 | 1.2608 | 1.1229 |
187
+ | No log | 3.1628 | 272 | 1.2545 | 0.496 | 1.2545 | 1.1200 |
188
+ | No log | 3.1860 | 274 | 1.2196 | 0.5238 | 1.2196 | 1.1043 |
189
+ | No log | 3.2093 | 276 | 1.1600 | 0.4262 | 1.1600 | 1.0770 |
190
+ | No log | 3.2326 | 278 | 1.2090 | 0.4741 | 1.2090 | 1.0995 |
191
+ | No log | 3.2558 | 280 | 1.3744 | 0.4571 | 1.3744 | 1.1724 |
192
+ | No log | 3.2791 | 282 | 1.6544 | 0.3919 | 1.6544 | 1.2862 |
193
+ | No log | 3.3023 | 284 | 1.6854 | 0.4267 | 1.6854 | 1.2982 |
194
+ | No log | 3.3256 | 286 | 1.3317 | 0.4681 | 1.3317 | 1.1540 |
195
+ | No log | 3.3488 | 288 | 1.1560 | 0.5649 | 1.1560 | 1.0752 |
196
+ | No log | 3.3721 | 290 | 1.0734 | 0.5827 | 1.0734 | 1.0360 |
197
+ | No log | 3.3953 | 292 | 1.0550 | 0.56 | 1.0550 | 1.0272 |
198
+ | No log | 3.4186 | 294 | 1.0499 | 0.5691 | 1.0499 | 1.0246 |
199
+ | No log | 3.4419 | 296 | 1.0340 | 0.5203 | 1.0340 | 1.0169 |
200
+ | No log | 3.4651 | 298 | 1.0019 | 0.5528 | 1.0019 | 1.0010 |
201
+ | No log | 3.4884 | 300 | 1.0027 | 0.5781 | 1.0027 | 1.0013 |
202
+ | No log | 3.5116 | 302 | 1.0317 | 0.5469 | 1.0317 | 1.0157 |
203
+ | No log | 3.5349 | 304 | 1.0792 | 0.5588 | 1.0792 | 1.0388 |
204
+ | No log | 3.5581 | 306 | 1.0530 | 0.5693 | 1.0530 | 1.0262 |
205
+ | No log | 3.5814 | 308 | 1.0575 | 0.5797 | 1.0575 | 1.0283 |
206
+ | No log | 3.6047 | 310 | 1.0925 | 0.5564 | 1.0925 | 1.0452 |
207
+ | No log | 3.6279 | 312 | 1.0035 | 0.5758 | 1.0035 | 1.0017 |
208
+ | No log | 3.6512 | 314 | 0.9257 | 0.6769 | 0.9257 | 0.9621 |
209
+ | No log | 3.6744 | 316 | 0.9309 | 0.6562 | 0.9309 | 0.9648 |
210
+ | No log | 3.6977 | 318 | 0.9155 | 0.6412 | 0.9155 | 0.9568 |
211
+ | No log | 3.7209 | 320 | 0.8865 | 0.6667 | 0.8865 | 0.9416 |
212
+ | No log | 3.7442 | 322 | 0.8960 | 0.6299 | 0.8960 | 0.9466 |
213
+ | No log | 3.7674 | 324 | 0.8996 | 0.6718 | 0.8996 | 0.9485 |
214
+ | No log | 3.7907 | 326 | 0.9035 | 0.7164 | 0.9035 | 0.9506 |
215
+ | No log | 3.8140 | 328 | 0.9364 | 0.6519 | 0.9364 | 0.9677 |
216
+ | No log | 3.8372 | 330 | 0.9567 | 0.6466 | 0.9567 | 0.9781 |
217
+ | No log | 3.8605 | 332 | 1.0109 | 0.6047 | 1.0109 | 1.0054 |
218
+ | No log | 3.8837 | 334 | 1.0499 | 0.6 | 1.0499 | 1.0247 |
219
+ | No log | 3.9070 | 336 | 1.0430 | 0.5669 | 1.0430 | 1.0213 |
220
+ | No log | 3.9302 | 338 | 1.0405 | 0.5781 | 1.0405 | 1.0200 |
221
+ | No log | 3.9535 | 340 | 1.0354 | 0.6047 | 1.0354 | 1.0175 |
222
+ | No log | 3.9767 | 342 | 1.0270 | 0.5691 | 1.0270 | 1.0134 |
223
+ | No log | 4.0 | 344 | 1.1299 | 0.5414 | 1.1299 | 1.0630 |
224
+ | No log | 4.0233 | 346 | 1.4698 | 0.4895 | 1.4698 | 1.2124 |
225
+ | No log | 4.0465 | 348 | 1.5856 | 0.4795 | 1.5856 | 1.2592 |
226
+ | No log | 4.0698 | 350 | 1.4929 | 0.4930 | 1.4929 | 1.2218 |
227
+ | No log | 4.0930 | 352 | 1.2790 | 0.4559 | 1.2790 | 1.1309 |
228
+ | No log | 4.1163 | 354 | 1.1351 | 0.4615 | 1.1351 | 1.0654 |
229
+ | No log | 4.1395 | 356 | 1.0828 | 0.512 | 1.0828 | 1.0406 |
230
+ | No log | 4.1628 | 358 | 1.0910 | 0.5714 | 1.0910 | 1.0445 |
231
+ | No log | 4.1860 | 360 | 1.1354 | 0.544 | 1.1354 | 1.0656 |
232
+ | No log | 4.2093 | 362 | 1.1606 | 0.5669 | 1.1606 | 1.0773 |
233
+ | No log | 4.2326 | 364 | 1.1289 | 0.5781 | 1.1289 | 1.0625 |
234
+ | No log | 4.2558 | 366 | 1.0653 | 0.6047 | 1.0653 | 1.0322 |
235
+ | No log | 4.2791 | 368 | 1.0074 | 0.5984 | 1.0074 | 1.0037 |
236
+ | No log | 4.3023 | 370 | 1.0034 | 0.4918 | 1.0034 | 1.0017 |
237
+ | No log | 4.3256 | 372 | 1.0264 | 0.5691 | 1.0264 | 1.0131 |
238
+ | No log | 4.3488 | 374 | 1.0133 | 0.5366 | 1.0133 | 1.0066 |
239
+ | No log | 4.3721 | 376 | 0.9648 | 0.5691 | 0.9648 | 0.9823 |
240
+ | No log | 4.3953 | 378 | 0.9904 | 0.56 | 0.9904 | 0.9952 |
241
+ | No log | 4.4186 | 380 | 1.0700 | 0.5669 | 1.0700 | 1.0344 |
242
+ | No log | 4.4419 | 382 | 1.0184 | 0.5556 | 1.0184 | 1.0092 |
243
+ | No log | 4.4651 | 384 | 0.9563 | 0.5645 | 0.9563 | 0.9779 |
244
+ | No log | 4.4884 | 386 | 0.9652 | 0.5645 | 0.9652 | 0.9825 |
245
+ | No log | 4.5116 | 388 | 0.9526 | 0.5714 | 0.9526 | 0.9760 |
246
+ | No log | 4.5349 | 390 | 0.9685 | 0.5440 | 0.9685 | 0.9841 |
247
+ | No log | 4.5581 | 392 | 1.0197 | 0.5512 | 1.0197 | 1.0098 |
248
+ | No log | 4.5814 | 394 | 1.0029 | 0.5484 | 1.0029 | 1.0015 |
249
+ | No log | 4.6047 | 396 | 0.9990 | 0.5366 | 0.9990 | 0.9995 |
250
+ | No log | 4.6279 | 398 | 0.9976 | 0.5920 | 0.9976 | 0.9988 |
251
+ | No log | 4.6512 | 400 | 0.9795 | 0.6047 | 0.9795 | 0.9897 |
252
+ | No log | 4.6744 | 402 | 0.9826 | 0.6 | 0.9826 | 0.9913 |
253
+ | No log | 4.6977 | 404 | 0.9702 | 0.6047 | 0.9702 | 0.9850 |
254
+ | No log | 4.7209 | 406 | 0.9546 | 0.6406 | 0.9546 | 0.9770 |
255
+ | No log | 4.7442 | 408 | 0.9402 | 0.6406 | 0.9402 | 0.9696 |
256
+ | No log | 4.7674 | 410 | 0.9545 | 0.6047 | 0.9545 | 0.9770 |
257
+ | No log | 4.7907 | 412 | 0.9641 | 0.5891 | 0.9641 | 0.9819 |
258
+ | No log | 4.8140 | 414 | 0.9721 | 0.5891 | 0.9721 | 0.9859 |
259
+ | No log | 4.8372 | 416 | 0.9660 | 0.6154 | 0.9660 | 0.9828 |
260
+ | No log | 4.8605 | 418 | 0.9562 | 0.6212 | 0.9562 | 0.9779 |
261
+ | No log | 4.8837 | 420 | 0.9593 | 0.6047 | 0.9593 | 0.9794 |
262
+ | No log | 4.9070 | 422 | 0.9739 | 0.6142 | 0.9739 | 0.9868 |
263
+ | No log | 4.9302 | 424 | 0.9867 | 0.5891 | 0.9867 | 0.9933 |
264
+ | No log | 4.9535 | 426 | 0.9915 | 0.5891 | 0.9915 | 0.9958 |
265
+ | No log | 4.9767 | 428 | 1.0001 | 0.5781 | 1.0001 | 1.0000 |
266
+ | No log | 5.0 | 430 | 1.0154 | 0.528 | 1.0154 | 1.0077 |
267
+ | No log | 5.0233 | 432 | 1.0118 | 0.5354 | 1.0118 | 1.0059 |
268
+ | No log | 5.0465 | 434 | 0.9880 | 0.6032 | 0.9880 | 0.9940 |
269
+ | No log | 5.0698 | 436 | 1.0430 | 0.5865 | 1.0430 | 1.0213 |
270
+ | No log | 5.0930 | 438 | 1.2768 | 0.5068 | 1.2768 | 1.1300 |
271
+ | No log | 5.1163 | 440 | 1.5483 | 0.525 | 1.5483 | 1.2443 |
272
+ | No log | 5.1395 | 442 | 1.4796 | 0.4872 | 1.4796 | 1.2164 |
273
+ | No log | 5.1628 | 444 | 1.0672 | 0.5532 | 1.0672 | 1.0331 |
274
+ | No log | 5.1860 | 446 | 0.8517 | 0.6316 | 0.8517 | 0.9229 |
275
+ | No log | 5.2093 | 448 | 0.8252 | 0.6617 | 0.8252 | 0.9084 |
276
+ | No log | 5.2326 | 450 | 0.9331 | 0.6047 | 0.9331 | 0.9660 |
277
+ | No log | 5.2558 | 452 | 1.0099 | 0.5354 | 1.0099 | 1.0049 |
278
+ | No log | 5.2791 | 454 | 1.0047 | 0.512 | 1.0047 | 1.0024 |
279
+ | No log | 5.3023 | 456 | 0.9447 | 0.5781 | 0.9447 | 0.9720 |
280
+ | No log | 5.3256 | 458 | 0.8949 | 0.5938 | 0.8949 | 0.9460 |
281
+ | No log | 5.3488 | 460 | 0.8077 | 0.6963 | 0.8077 | 0.8987 |
282
+ | No log | 5.3721 | 462 | 0.7676 | 0.7083 | 0.7676 | 0.8761 |
283
+ | No log | 5.3953 | 464 | 0.8031 | 0.6939 | 0.8031 | 0.8962 |
284
+ | No log | 5.4186 | 466 | 0.8539 | 0.6759 | 0.8539 | 0.9241 |
285
+ | No log | 5.4419 | 468 | 0.8825 | 0.6667 | 0.8825 | 0.9394 |
286
+ | No log | 5.4651 | 470 | 0.9032 | 0.5909 | 0.9032 | 0.9504 |
287
+ | No log | 5.4884 | 472 | 0.9076 | 0.6308 | 0.9076 | 0.9527 |
288
+ | No log | 5.5116 | 474 | 0.9278 | 0.6142 | 0.9278 | 0.9632 |
289
+ | No log | 5.5349 | 476 | 1.0518 | 0.5968 | 1.0518 | 1.0256 |
290
+ | No log | 5.5581 | 478 | 1.1434 | 0.5806 | 1.1434 | 1.0693 |
291
+ | No log | 5.5814 | 480 | 1.1650 | 0.5528 | 1.1650 | 1.0793 |
292
+ | No log | 5.6047 | 482 | 1.0771 | 0.5714 | 1.0771 | 1.0378 |
293
+ | No log | 5.6279 | 484 | 0.9893 | 0.6032 | 0.9893 | 0.9946 |
294
+ | No log | 5.6512 | 486 | 0.9673 | 0.5645 | 0.9673 | 0.9835 |
295
+ | No log | 5.6744 | 488 | 0.9541 | 0.5760 | 0.9541 | 0.9768 |
296
+ | No log | 5.6977 | 490 | 0.9523 | 0.5854 | 0.9523 | 0.9759 |
297
+ | No log | 5.7209 | 492 | 0.9400 | 0.64 | 0.9400 | 0.9695 |
298
+ | No log | 5.7442 | 494 | 0.9408 | 0.5827 | 0.9408 | 0.9699 |
299
+ | No log | 5.7674 | 496 | 0.9316 | 0.6094 | 0.9316 | 0.9652 |
300
+ | No log | 5.7907 | 498 | 0.9525 | 0.6364 | 0.9525 | 0.9759 |
301
+ | 0.4374 | 5.8140 | 500 | 0.9832 | 0.5909 | 0.9832 | 0.9916 |
302
+ | 0.4374 | 5.8372 | 502 | 1.0346 | 0.5333 | 1.0346 | 1.0171 |
303
+ | 0.4374 | 5.8605 | 504 | 1.0428 | 0.5333 | 1.0428 | 1.0212 |
304
+ | 0.4374 | 5.8837 | 506 | 0.9769 | 0.5385 | 0.9769 | 0.9884 |
305
+ | 0.4374 | 5.9070 | 508 | 0.9146 | 0.6154 | 0.9146 | 0.9563 |
306
+ | 0.4374 | 5.9302 | 510 | 0.8685 | 0.6562 | 0.8685 | 0.9319 |
307
+ | 0.4374 | 5.9535 | 512 | 0.8868 | 0.6364 | 0.8868 | 0.9417 |
308
+ | 0.4374 | 5.9767 | 514 | 0.9672 | 0.6412 | 0.9672 | 0.9835 |
309
+ | 0.4374 | 6.0 | 516 | 1.0199 | 0.5692 | 1.0199 | 1.0099 |
310
+ | 0.4374 | 6.0233 | 518 | 1.0106 | 0.5397 | 1.0106 | 1.0053 |
311
+ | 0.4374 | 6.0465 | 520 | 1.0235 | 0.5041 | 1.0235 | 1.0117 |
312
+ | 0.4374 | 6.0698 | 522 | 1.0102 | 0.5041 | 1.0102 | 1.0051 |
313
+ | 0.4374 | 6.0930 | 524 | 0.9500 | 0.5984 | 0.9500 | 0.9747 |
314
+ | 0.4374 | 6.1163 | 526 | 0.9118 | 0.6 | 0.9118 | 0.9549 |
315
+ | 0.4374 | 6.1395 | 528 | 0.9369 | 0.5649 | 0.9369 | 0.9679 |
316
+ | 0.4374 | 6.1628 | 530 | 0.9388 | 0.5692 | 0.9388 | 0.9689 |
317
+ | 0.4374 | 6.1860 | 532 | 0.9074 | 0.6512 | 0.9074 | 0.9526 |
318
+ | 0.4374 | 6.2093 | 534 | 0.8965 | 0.6032 | 0.8965 | 0.9469 |
319
+ | 0.4374 | 6.2326 | 536 | 0.9107 | 0.625 | 0.9107 | 0.9543 |
320
+ | 0.4374 | 6.2558 | 538 | 0.9231 | 0.5968 | 0.9231 | 0.9608 |
321
+ | 0.4374 | 6.2791 | 540 | 0.9437 | 0.5920 | 0.9437 | 0.9714 |
322
+ | 0.4374 | 6.3023 | 542 | 0.9585 | 0.6562 | 0.9585 | 0.9790 |
323
+ | 0.4374 | 6.3256 | 544 | 0.9782 | 0.625 | 0.9782 | 0.9890 |
324
+ | 0.4374 | 6.3488 | 546 | 1.0120 | 0.6260 | 1.0120 | 1.0060 |
325
+ | 0.4374 | 6.3721 | 548 | 1.0132 | 0.6202 | 1.0132 | 1.0066 |
326
+ | 0.4374 | 6.3953 | 550 | 1.0034 | 0.6154 | 1.0034 | 1.0017 |
327
+ | 0.4374 | 6.4186 | 552 | 0.9992 | 0.6412 | 0.9992 | 0.9996 |
328
+ | 0.4374 | 6.4419 | 554 | 1.0140 | 0.6165 | 1.0140 | 1.0070 |
329
+ | 0.4374 | 6.4651 | 556 | 0.9886 | 0.6412 | 0.9886 | 0.9943 |
330
+ | 0.4374 | 6.4884 | 558 | 0.9401 | 0.6412 | 0.9401 | 0.9696 |
331
+ | 0.4374 | 6.5116 | 560 | 0.8953 | 0.6260 | 0.8953 | 0.9462 |
332
+ | 0.4374 | 6.5349 | 562 | 0.8938 | 0.6462 | 0.8938 | 0.9454 |
333
+ | 0.4374 | 6.5581 | 564 | 0.8955 | 0.6462 | 0.8955 | 0.9463 |
334
+ | 0.4374 | 6.5814 | 566 | 0.8836 | 0.6565 | 0.8836 | 0.9400 |
335
+ | 0.4374 | 6.6047 | 568 | 0.8637 | 0.6565 | 0.8637 | 0.9294 |
336
+ | 0.4374 | 6.6279 | 570 | 0.8479 | 0.6716 | 0.8479 | 0.9208 |
337
+ | 0.4374 | 6.6512 | 572 | 0.8529 | 0.6667 | 0.8529 | 0.9235 |
338
+ | 0.4374 | 6.6744 | 574 | 0.8639 | 0.6061 | 0.8639 | 0.9295 |
339
+ | 0.4374 | 6.6977 | 576 | 0.8872 | 0.6212 | 0.8872 | 0.9419 |
340
+ | 0.4374 | 6.7209 | 578 | 0.8914 | 0.6212 | 0.8914 | 0.9442 |
341
+ | 0.4374 | 6.7442 | 580 | 0.8950 | 0.6462 | 0.8950 | 0.9460 |
342
+ | 0.4374 | 6.7674 | 582 | 0.8701 | 0.6767 | 0.8701 | 0.9328 |
343
+ | 0.4374 | 6.7907 | 584 | 0.8568 | 0.6412 | 0.8568 | 0.9256 |
344
+ | 0.4374 | 6.8140 | 586 | 0.8565 | 0.5827 | 0.8565 | 0.9255 |
345
+ | 0.4374 | 6.8372 | 588 | 0.8588 | 0.6 | 0.8588 | 0.9267 |
346
+ | 0.4374 | 6.8605 | 590 | 0.8569 | 0.6260 | 0.8569 | 0.9257 |
347
+ | 0.4374 | 6.8837 | 592 | 0.8785 | 0.625 | 0.8785 | 0.9373 |
348
+ | 0.4374 | 6.9070 | 594 | 0.9685 | 0.6212 | 0.9685 | 0.9841 |
349
+ | 0.4374 | 6.9302 | 596 | 1.0003 | 0.6119 | 1.0003 | 1.0002 |
350
+ | 0.4374 | 6.9535 | 598 | 1.0182 | 0.6119 | 1.0182 | 1.0090 |
351
+ | 0.4374 | 6.9767 | 600 | 0.9860 | 0.6316 | 0.9860 | 0.9930 |
352
+ | 0.4374 | 7.0 | 602 | 0.9527 | 0.6519 | 0.9527 | 0.9761 |
353
+ | 0.4374 | 7.0233 | 604 | 0.8660 | 0.6357 | 0.8660 | 0.9306 |
354
+ | 0.4374 | 7.0465 | 606 | 0.8231 | 0.6357 | 0.8231 | 0.9072 |
355
+ | 0.4374 | 7.0698 | 608 | 0.8076 | 0.6412 | 0.8076 | 0.8987 |
356
+ | 0.4374 | 7.0930 | 610 | 0.8401 | 0.6412 | 0.8401 | 0.9166 |
357
+ | 0.4374 | 7.1163 | 612 | 0.9124 | 0.6047 | 0.9124 | 0.9552 |
358
+ | 0.4374 | 7.1395 | 614 | 0.9243 | 0.6142 | 0.9243 | 0.9614 |
359
+ | 0.4374 | 7.1628 | 616 | 0.9056 | 0.6094 | 0.9056 | 0.9516 |
360
+ | 0.4374 | 7.1860 | 618 | 0.8614 | 0.6142 | 0.8614 | 0.9281 |
361
+ | 0.4374 | 7.2093 | 620 | 0.8227 | 0.6406 | 0.8227 | 0.9070 |
362
+ | 0.4374 | 7.2326 | 622 | 0.8249 | 0.6308 | 0.8249 | 0.9082 |
363
+ | 0.4374 | 7.2558 | 624 | 0.8284 | 0.6316 | 0.8284 | 0.9102 |
364
+ | 0.4374 | 7.2791 | 626 | 0.8102 | 0.6269 | 0.8102 | 0.9001 |
365
+ | 0.4374 | 7.3023 | 628 | 0.7812 | 0.6870 | 0.7812 | 0.8839 |
366
+ | 0.4374 | 7.3256 | 630 | 0.7863 | 0.6617 | 0.7863 | 0.8867 |
367
+ | 0.4374 | 7.3488 | 632 | 0.8393 | 0.6519 | 0.8393 | 0.9161 |
368
+ | 0.4374 | 7.3721 | 634 | 0.8659 | 0.6667 | 0.8659 | 0.9306 |
369
+ | 0.4374 | 7.3953 | 636 | 0.8466 | 0.6716 | 0.8466 | 0.9201 |
370
+ | 0.4374 | 7.4186 | 638 | 0.8423 | 0.6718 | 0.8423 | 0.9178 |
371
+ | 0.4374 | 7.4419 | 640 | 0.9144 | 0.5984 | 0.9144 | 0.9562 |
372
+ | 0.4374 | 7.4651 | 642 | 0.9720 | 0.56 | 0.9720 | 0.9859 |
373
+ | 0.4374 | 7.4884 | 644 | 0.9643 | 0.5873 | 0.9643 | 0.9820 |
374
+ | 0.4374 | 7.5116 | 646 | 0.9394 | 0.6406 | 0.9394 | 0.9692 |
375
+ | 0.4374 | 7.5349 | 648 | 0.9534 | 0.6667 | 0.9534 | 0.9764 |
376
+ | 0.4374 | 7.5581 | 650 | 0.9607 | 0.6567 | 0.9607 | 0.9802 |
377
+ | 0.4374 | 7.5814 | 652 | 0.9390 | 0.6617 | 0.9390 | 0.9690 |
378
+ | 0.4374 | 7.6047 | 654 | 0.9017 | 0.6716 | 0.9017 | 0.9496 |
379
+ | 0.4374 | 7.6279 | 656 | 0.8347 | 0.6716 | 0.8347 | 0.9136 |
380
+ | 0.4374 | 7.6512 | 658 | 0.7847 | 0.6767 | 0.7847 | 0.8858 |
381
+ | 0.4374 | 7.6744 | 660 | 0.7632 | 0.7153 | 0.7632 | 0.8736 |
382
+ | 0.4374 | 7.6977 | 662 | 0.7546 | 0.7571 | 0.7546 | 0.8687 |
383
+ | 0.4374 | 7.7209 | 664 | 0.7501 | 0.7391 | 0.7501 | 0.8661 |
384
+ | 0.4374 | 7.7442 | 666 | 0.7449 | 0.7101 | 0.7449 | 0.8631 |
385
+ | 0.4374 | 7.7674 | 668 | 0.7502 | 0.6970 | 0.7502 | 0.8661 |
386
+ | 0.4374 | 7.7907 | 670 | 0.7610 | 0.7023 | 0.7610 | 0.8723 |
387
+ | 0.4374 | 7.8140 | 672 | 0.7722 | 0.6716 | 0.7722 | 0.8788 |
388
+ | 0.4374 | 7.8372 | 674 | 0.7752 | 0.6970 | 0.7752 | 0.8805 |
389
+ | 0.4374 | 7.8605 | 676 | 0.7921 | 0.6767 | 0.7921 | 0.8900 |
390
+ | 0.4374 | 7.8837 | 678 | 0.7871 | 0.6767 | 0.7871 | 0.8872 |
391
+ | 0.4374 | 7.9070 | 680 | 0.7849 | 0.6970 | 0.7849 | 0.8860 |
392
+ | 0.4374 | 7.9302 | 682 | 0.7803 | 0.6970 | 0.7803 | 0.8834 |
393
+ | 0.4374 | 7.9535 | 684 | 0.7630 | 0.6917 | 0.7630 | 0.8735 |
394
+ | 0.4374 | 7.9767 | 686 | 0.7495 | 0.6917 | 0.7495 | 0.8658 |
395
+ | 0.4374 | 8.0 | 688 | 0.7493 | 0.6815 | 0.7493 | 0.8656 |
396
+ | 0.4374 | 8.0233 | 690 | 0.7985 | 0.6617 | 0.7985 | 0.8936 |
397
+ | 0.4374 | 8.0465 | 692 | 0.8528 | 0.6515 | 0.8528 | 0.9235 |
398
+ | 0.4374 | 8.0698 | 694 | 0.8426 | 0.6617 | 0.8426 | 0.9180 |
399
+ | 0.4374 | 8.0930 | 696 | 0.7995 | 0.7077 | 0.7995 | 0.8942 |
400
+ | 0.4374 | 8.1163 | 698 | 0.7733 | 0.6822 | 0.7733 | 0.8794 |
401
+ | 0.4374 | 8.1395 | 700 | 0.7558 | 0.6970 | 0.7558 | 0.8694 |
402
+ | 0.4374 | 8.1628 | 702 | 0.7570 | 0.6615 | 0.7570 | 0.8701 |
403
+ | 0.4374 | 8.1860 | 704 | 0.7627 | 0.7218 | 0.7627 | 0.8733 |
404
+ | 0.4374 | 8.2093 | 706 | 0.7969 | 0.6767 | 0.7969 | 0.8927 |
405
+ | 0.4374 | 8.2326 | 708 | 0.8398 | 0.6308 | 0.8398 | 0.9164 |
406
+ | 0.4374 | 8.2558 | 710 | 0.8905 | 0.6165 | 0.8905 | 0.9437 |
407
+ | 0.4374 | 8.2791 | 712 | 0.9399 | 0.6212 | 0.9399 | 0.9695 |
408
+ | 0.4374 | 8.3023 | 714 | 0.9484 | 0.5846 | 0.9484 | 0.9739 |
409
+ | 0.4374 | 8.3256 | 716 | 0.9249 | 0.6154 | 0.9249 | 0.9617 |
410
+ | 0.4374 | 8.3488 | 718 | 0.8591 | 0.6515 | 0.8591 | 0.9269 |
411
+ | 0.4374 | 8.3721 | 720 | 0.8048 | 0.6715 | 0.8048 | 0.8971 |
412
+ | 0.4374 | 8.3953 | 722 | 0.7682 | 0.7246 | 0.7682 | 0.8765 |
413
+ | 0.4374 | 8.4186 | 724 | 0.7797 | 0.6714 | 0.7797 | 0.8830 |
414
+ | 0.4374 | 8.4419 | 726 | 0.7761 | 0.6714 | 0.7761 | 0.8810 |
415
+ | 0.4374 | 8.4651 | 728 | 0.7597 | 0.6939 | 0.7597 | 0.8716 |
416
+ | 0.4374 | 8.4884 | 730 | 0.7469 | 0.7 | 0.7469 | 0.8643 |
417
+ | 0.4374 | 8.5116 | 732 | 0.7394 | 0.7194 | 0.7394 | 0.8599 |
418
+ | 0.4374 | 8.5349 | 734 | 0.7490 | 0.6861 | 0.7490 | 0.8655 |
419
+ | 0.4374 | 8.5581 | 736 | 0.7487 | 0.6861 | 0.7487 | 0.8653 |
420
+ | 0.4374 | 8.5814 | 738 | 0.7337 | 0.6861 | 0.7337 | 0.8565 |
421
+ | 0.4374 | 8.6047 | 740 | 0.7240 | 0.7429 | 0.7240 | 0.8509 |
422
+ | 0.4374 | 8.6279 | 742 | 0.7413 | 0.7194 | 0.7413 | 0.8610 |
423
+ | 0.4374 | 8.6512 | 744 | 0.7481 | 0.7376 | 0.7481 | 0.8649 |
424
+ | 0.4374 | 8.6744 | 746 | 0.7678 | 0.7391 | 0.7678 | 0.8763 |
425
+ | 0.4374 | 8.6977 | 748 | 0.7856 | 0.7101 | 0.7856 | 0.8863 |
426
+ | 0.4374 | 8.7209 | 750 | 0.8128 | 0.6812 | 0.8128 | 0.9016 |
427
+ | 0.4374 | 8.7442 | 752 | 0.8489 | 0.6618 | 0.8489 | 0.9214 |
428
+ | 0.4374 | 8.7674 | 754 | 0.8759 | 0.6618 | 0.8759 | 0.9359 |
429
+ | 0.4374 | 8.7907 | 756 | 0.8707 | 0.6466 | 0.8707 | 0.9331 |
430
+ | 0.4374 | 8.8140 | 758 | 0.8729 | 0.6462 | 0.8729 | 0.9343 |
431
+ | 0.4374 | 8.8372 | 760 | 0.8812 | 0.6718 | 0.8812 | 0.9387 |
432
+ | 0.4374 | 8.8605 | 762 | 0.8822 | 0.6406 | 0.8822 | 0.9393 |
433
+ | 0.4374 | 8.8837 | 764 | 0.8569 | 0.6870 | 0.8569 | 0.9257 |
434
+ | 0.4374 | 8.9070 | 766 | 0.8281 | 0.6970 | 0.8281 | 0.9100 |
435
+ | 0.4374 | 8.9302 | 768 | 0.7852 | 0.7111 | 0.7852 | 0.8861 |
436
+ | 0.4374 | 8.9535 | 770 | 0.7779 | 0.6767 | 0.7779 | 0.8820 |
437
+ | 0.4374 | 8.9767 | 772 | 0.7748 | 0.6815 | 0.7748 | 0.8803 |
438
+ | 0.4374 | 9.0 | 774 | 0.7536 | 0.6912 | 0.7536 | 0.8681 |
439
+ | 0.4374 | 9.0233 | 776 | 0.7249 | 0.7007 | 0.7249 | 0.8514 |
440
+ | 0.4374 | 9.0465 | 778 | 0.7179 | 0.7153 | 0.7179 | 0.8473 |
441
+ | 0.4374 | 9.0698 | 780 | 0.7174 | 0.7153 | 0.7174 | 0.8470 |
442
+ | 0.4374 | 9.0930 | 782 | 0.7227 | 0.7206 | 0.7227 | 0.8501 |
443
+ | 0.4374 | 9.1163 | 784 | 0.7317 | 0.7299 | 0.7317 | 0.8554 |
444
+ | 0.4374 | 9.1395 | 786 | 0.7404 | 0.7606 | 0.7404 | 0.8605 |
445
+ | 0.4374 | 9.1628 | 788 | 0.7466 | 0.7606 | 0.7466 | 0.8641 |
446
+ | 0.4374 | 9.1860 | 790 | 0.7591 | 0.7324 | 0.7591 | 0.8713 |
447
+ | 0.4374 | 9.2093 | 792 | 0.7928 | 0.6522 | 0.7928 | 0.8904 |
448
+ | 0.4374 | 9.2326 | 794 | 0.8005 | 0.6619 | 0.8005 | 0.8947 |
449
+ | 0.4374 | 9.2558 | 796 | 0.7600 | 0.6861 | 0.7600 | 0.8718 |
450
+ | 0.4374 | 9.2791 | 798 | 0.7305 | 0.6912 | 0.7305 | 0.8547 |
451
+ | 0.4374 | 9.3023 | 800 | 0.7781 | 0.6963 | 0.7781 | 0.8821 |
452
+ | 0.4374 | 9.3256 | 802 | 0.8629 | 0.6471 | 0.8629 | 0.9289 |
453
+ | 0.4374 | 9.3488 | 804 | 0.9149 | 0.6471 | 0.9149 | 0.9565 |
454
+ | 0.4374 | 9.3721 | 806 | 0.9055 | 0.6370 | 0.9055 | 0.9516 |
455
+ | 0.4374 | 9.3953 | 808 | 0.8844 | 0.6618 | 0.8844 | 0.9404 |
456
+ | 0.4374 | 9.4186 | 810 | 0.8272 | 0.6861 | 0.8272 | 0.9095 |
457
+ | 0.4374 | 9.4419 | 812 | 0.7688 | 0.7059 | 0.7688 | 0.8768 |
458
+ | 0.4374 | 9.4651 | 814 | 0.7413 | 0.7153 | 0.7413 | 0.8610 |
459
+ | 0.4374 | 9.4884 | 816 | 0.7298 | 0.7059 | 0.7298 | 0.8543 |
460
+ | 0.4374 | 9.5116 | 818 | 0.7359 | 0.7101 | 0.7359 | 0.8578 |
461
+ | 0.4374 | 9.5349 | 820 | 0.7902 | 0.6861 | 0.7902 | 0.8889 |
462
+ | 0.4374 | 9.5581 | 822 | 0.8947 | 0.5954 | 0.8947 | 0.9459 |
463
+ | 0.4374 | 9.5814 | 824 | 0.9972 | 0.5714 | 0.9972 | 0.9986 |
464
+ | 0.4374 | 9.6047 | 826 | 0.9816 | 0.5827 | 0.9816 | 0.9907 |
465
+ | 0.4374 | 9.6279 | 828 | 0.9093 | 0.6308 | 0.9093 | 0.9536 |
466
+ | 0.4374 | 9.6512 | 830 | 0.8661 | 0.6667 | 0.8661 | 0.9306 |
467
+ | 0.4374 | 9.6744 | 832 | 0.8486 | 0.6765 | 0.8486 | 0.9212 |
468
+ | 0.4374 | 9.6977 | 834 | 0.8547 | 0.6970 | 0.8547 | 0.9245 |
469
+ | 0.4374 | 9.7209 | 836 | 0.8875 | 0.6 | 0.8875 | 0.9421 |
470
+ | 0.4374 | 9.7442 | 838 | 0.8583 | 0.6364 | 0.8583 | 0.9264 |
471
+ | 0.4374 | 9.7674 | 840 | 0.8125 | 0.6866 | 0.8125 | 0.9014 |
472
+ | 0.4374 | 9.7907 | 842 | 0.7791 | 0.7059 | 0.7791 | 0.8827 |
473
+ | 0.4374 | 9.8140 | 844 | 0.7560 | 0.7007 | 0.7560 | 0.8695 |
474
+ | 0.4374 | 9.8372 | 846 | 0.7507 | 0.7101 | 0.7507 | 0.8664 |
475
+ | 0.4374 | 9.8605 | 848 | 0.7476 | 0.7101 | 0.7476 | 0.8646 |
476
+ | 0.4374 | 9.8837 | 850 | 0.7530 | 0.7111 | 0.7530 | 0.8678 |
477
+ | 0.4374 | 9.9070 | 852 | 0.7727 | 0.7429 | 0.7727 | 0.8790 |
478
+ | 0.4374 | 9.9302 | 854 | 0.8074 | 0.6619 | 0.8074 | 0.8986 |
479
+ | 0.4374 | 9.9535 | 856 | 0.8239 | 0.6715 | 0.8239 | 0.9077 |
480
+ | 0.4374 | 9.9767 | 858 | 0.7861 | 0.7143 | 0.7861 | 0.8866 |
481
+ | 0.4374 | 10.0 | 860 | 0.7319 | 0.7429 | 0.7319 | 0.8555 |
482
+ | 0.4374 | 10.0233 | 862 | 0.7230 | 0.7092 | 0.7230 | 0.8503 |
483
+ | 0.4374 | 10.0465 | 864 | 0.7269 | 0.6957 | 0.7269 | 0.8526 |
484
+ | 0.4374 | 10.0698 | 866 | 0.7368 | 0.7153 | 0.7368 | 0.8584 |
485
+ | 0.4374 | 10.0930 | 868 | 0.7619 | 0.7059 | 0.7619 | 0.8729 |
486
+ | 0.4374 | 10.1163 | 870 | 0.7649 | 0.7299 | 0.7649 | 0.8746 |
487
+ | 0.4374 | 10.1395 | 872 | 0.7724 | 0.6957 | 0.7724 | 0.8789 |
488
+ | 0.4374 | 10.1628 | 874 | 0.7912 | 0.6912 | 0.7912 | 0.8895 |
489
+ | 0.4374 | 10.1860 | 876 | 0.7926 | 0.6667 | 0.7926 | 0.8903 |
490
+ | 0.4374 | 10.2093 | 878 | 0.7770 | 0.6861 | 0.7770 | 0.8815 |
491
+ | 0.4374 | 10.2326 | 880 | 0.7753 | 0.6861 | 0.7753 | 0.8805 |
492
+ | 0.4374 | 10.2558 | 882 | 0.7818 | 0.6912 | 0.7818 | 0.8842 |
493
+ | 0.4374 | 10.2791 | 884 | 0.7912 | 0.6912 | 0.7912 | 0.8895 |
494
+ | 0.4374 | 10.3023 | 886 | 0.8275 | 0.6765 | 0.8275 | 0.9097 |
495
+ | 0.4374 | 10.3256 | 888 | 0.8714 | 0.6466 | 0.8714 | 0.9335 |
496
+ | 0.4374 | 10.3488 | 890 | 0.8786 | 0.6466 | 0.8786 | 0.9374 |
497
+ | 0.4374 | 10.3721 | 892 | 0.8799 | 0.7015 | 0.8799 | 0.9381 |
498
+ | 0.4374 | 10.3953 | 894 | 0.9054 | 0.6767 | 0.9054 | 0.9515 |
499
+ | 0.4374 | 10.4186 | 896 | 0.9458 | 0.5954 | 0.9458 | 0.9725 |
500
+ | 0.4374 | 10.4419 | 898 | 0.9650 | 0.5736 | 0.9650 | 0.9824 |
501
+ | 0.4374 | 10.4651 | 900 | 0.9500 | 0.5736 | 0.9500 | 0.9747 |
502
+ | 0.4374 | 10.4884 | 902 | 0.9273 | 0.5954 | 0.9273 | 0.9630 |
503
+ | 0.4374 | 10.5116 | 904 | 0.9061 | 0.6260 | 0.9061 | 0.9519 |
504
+ | 0.4374 | 10.5349 | 906 | 0.8973 | 0.6718 | 0.8973 | 0.9473 |
505
+ | 0.4374 | 10.5581 | 908 | 0.9034 | 0.6565 | 0.9034 | 0.9505 |
506
+ | 0.4374 | 10.5814 | 910 | 0.9373 | 0.6308 | 0.9373 | 0.9682 |
507
+ | 0.4374 | 10.6047 | 912 | 0.9481 | 0.6107 | 0.9481 | 0.9737 |
508
+ | 0.4374 | 10.6279 | 914 | 0.9505 | 0.6107 | 0.9505 | 0.9749 |
509
+ | 0.4374 | 10.6512 | 916 | 0.8999 | 0.6767 | 0.8999 | 0.9486 |
510
+ | 0.4374 | 10.6744 | 918 | 0.8645 | 0.7015 | 0.8645 | 0.9298 |
511
+ | 0.4374 | 10.6977 | 920 | 0.8235 | 0.6963 | 0.8235 | 0.9075 |
512
+ | 0.4374 | 10.7209 | 922 | 0.8090 | 0.6912 | 0.8090 | 0.8995 |
513
+ | 0.4374 | 10.7442 | 924 | 0.8244 | 0.7111 | 0.8244 | 0.9079 |
514
+ | 0.4374 | 10.7674 | 926 | 0.8611 | 0.7164 | 0.8611 | 0.9280 |
515
+ | 0.4374 | 10.7907 | 928 | 0.8973 | 0.6970 | 0.8973 | 0.9472 |
516
+ | 0.4374 | 10.8140 | 930 | 0.9136 | 0.6769 | 0.9136 | 0.9558 |
517
+ | 0.4374 | 10.8372 | 932 | 0.8968 | 0.6870 | 0.8968 | 0.9470 |
518
+ | 0.4374 | 10.8605 | 934 | 0.8757 | 0.6308 | 0.8757 | 0.9358 |
519
+ | 0.4374 | 10.8837 | 936 | 0.8623 | 0.6565 | 0.8623 | 0.9286 |
520
+ | 0.4374 | 10.9070 | 938 | 0.8751 | 0.6154 | 0.8751 | 0.9355 |
521
+ | 0.4374 | 10.9302 | 940 | 0.8852 | 0.6364 | 0.8852 | 0.9409 |
522
+ | 0.4374 | 10.9535 | 942 | 0.8939 | 0.5938 | 0.8939 | 0.9454 |
523
+ | 0.4374 | 10.9767 | 944 | 0.8878 | 0.6047 | 0.8878 | 0.9423 |
524
+ | 0.4374 | 11.0 | 946 | 0.8726 | 0.6260 | 0.8726 | 0.9341 |
525
+ | 0.4374 | 11.0233 | 948 | 0.8798 | 0.6412 | 0.8798 | 0.9380 |
526
+ | 0.4374 | 11.0465 | 950 | 0.9197 | 0.5714 | 0.9197 | 0.9590 |
527
+ | 0.4374 | 11.0698 | 952 | 0.9761 | 0.5161 | 0.9761 | 0.9880 |
528
+ | 0.4374 | 11.0930 | 954 | 1.0177 | 0.5161 | 1.0177 | 1.0088 |
529
+ | 0.4374 | 11.1163 | 956 | 1.0203 | 0.5161 | 1.0203 | 1.0101 |
530
+ | 0.4374 | 11.1395 | 958 | 1.0184 | 0.5161 | 1.0184 | 1.0092 |
531
 
532
 
533
  ### Framework versions