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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k12_task3_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k11_task3_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k11_task3_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: 0.7284
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- - Qwk: -0.1026
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- - Mse: 0.7284
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- - Rmse: 0.8535
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  ## Model description
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@@ -47,263 +47,400 @@ 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 | 0.0351 | 2 | 3.9030 | 0.0017 | 3.9030 | 1.9756 |
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- | No log | 0.0702 | 4 | 2.2261 | 0.0247 | 2.2261 | 1.4920 |
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- | No log | 0.1053 | 6 | 1.3277 | -0.0479 | 1.3277 | 1.1523 |
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- | No log | 0.1404 | 8 | 1.2360 | 0.0329 | 1.2360 | 1.1117 |
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- | No log | 0.1754 | 10 | 0.9333 | -0.0079 | 0.9333 | 0.9661 |
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- | No log | 0.2105 | 12 | 0.7446 | 0.0506 | 0.7446 | 0.8629 |
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- | No log | 0.2456 | 14 | 0.7481 | 0.0506 | 0.7481 | 0.8649 |
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- | No log | 0.2807 | 16 | 0.8518 | -0.1251 | 0.8518 | 0.9229 |
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- | No log | 0.3158 | 18 | 1.2478 | 0.0751 | 1.2478 | 1.1170 |
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- | No log | 0.3509 | 20 | 2.0735 | -0.0138 | 2.0735 | 1.4399 |
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- | No log | 0.3860 | 22 | 1.9916 | 0.0470 | 1.9916 | 1.4112 |
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- | No log | 0.4211 | 24 | 1.1409 | 0.0391 | 1.1409 | 1.0682 |
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- | No log | 0.4561 | 26 | 0.8321 | -0.1747 | 0.8321 | 0.9122 |
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- | No log | 0.4912 | 28 | 0.8160 | -0.0695 | 0.8160 | 0.9033 |
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- | No log | 0.5263 | 30 | 0.9693 | 0.0277 | 0.9693 | 0.9845 |
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- | No log | 0.5614 | 32 | 1.2326 | 0.0006 | 1.2326 | 1.1102 |
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- | No log | 0.5965 | 34 | 1.5783 | 0.1670 | 1.5783 | 1.2563 |
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- | No log | 0.6316 | 36 | 1.2062 | 0.0673 | 1.2062 | 1.0983 |
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- | No log | 0.6667 | 38 | 1.0062 | -0.0424 | 1.0062 | 1.0031 |
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- | No log | 0.7018 | 40 | 0.8349 | 0.0374 | 0.8349 | 0.9137 |
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- | No log | 0.7368 | 42 | 0.7786 | 0.1148 | 0.7786 | 0.8824 |
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- | No log | 0.7719 | 44 | 0.8393 | 0.0549 | 0.8393 | 0.9161 |
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- | No log | 0.8070 | 46 | 0.9008 | 0.0609 | 0.9008 | 0.9491 |
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- | No log | 0.8421 | 48 | 0.9366 | 0.0157 | 0.9366 | 0.9678 |
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- | No log | 0.8772 | 50 | 0.8759 | 0.0260 | 0.8759 | 0.9359 |
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- | No log | 0.9123 | 52 | 0.8123 | 0.1836 | 0.8123 | 0.9013 |
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- | No log | 0.9474 | 54 | 0.8427 | 0.0867 | 0.8427 | 0.9180 |
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- | No log | 0.9825 | 56 | 0.8023 | 0.0191 | 0.8023 | 0.8957 |
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- | No log | 1.0175 | 58 | 0.7932 | 0.0414 | 0.7932 | 0.8906 |
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- | No log | 1.0526 | 60 | 0.8572 | -0.0132 | 0.8572 | 0.9259 |
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- | No log | 1.0877 | 62 | 1.0346 | -0.0050 | 1.0346 | 1.0172 |
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- | No log | 1.1228 | 64 | 1.0290 | -0.0409 | 1.0290 | 1.0144 |
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- | No log | 1.1579 | 66 | 0.8530 | 0.0393 | 0.8530 | 0.9236 |
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- | No log | 1.1930 | 68 | 0.8054 | 0.0123 | 0.8054 | 0.8974 |
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- | No log | 1.2281 | 70 | 0.8032 | 0.0123 | 0.8032 | 0.8962 |
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- | No log | 1.2632 | 72 | 0.7646 | 0.0214 | 0.7646 | 0.8744 |
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- | No log | 1.2982 | 74 | 1.0699 | -0.0513 | 1.0699 | 1.0344 |
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- | No log | 1.3333 | 76 | 1.1515 | -0.0563 | 1.1515 | 1.0731 |
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- | No log | 1.3684 | 78 | 0.8619 | -0.0743 | 0.8619 | 0.9284 |
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- | No log | 1.4035 | 80 | 0.8427 | -0.1395 | 0.8427 | 0.9180 |
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- | No log | 1.4386 | 82 | 0.8534 | -0.0705 | 0.8534 | 0.9238 |
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- | No log | 1.4737 | 84 | 0.7540 | 0.0289 | 0.7540 | 0.8683 |
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- | No log | 1.5088 | 86 | 0.9274 | 0.1589 | 0.9274 | 0.9630 |
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- | No log | 1.5439 | 88 | 1.0592 | 0.1738 | 1.0592 | 1.0292 |
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- | No log | 1.5789 | 90 | 0.8123 | 0.1514 | 0.8123 | 0.9013 |
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- | No log | 1.6140 | 92 | 0.9062 | -0.0473 | 0.9062 | 0.9520 |
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- | No log | 1.6491 | 94 | 1.0077 | -0.0521 | 1.0077 | 1.0039 |
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- | No log | 1.6842 | 96 | 0.8823 | -0.0107 | 0.8823 | 0.9393 |
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- | No log | 1.7193 | 98 | 0.9084 | -0.1093 | 0.9084 | 0.9531 |
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- | No log | 1.7544 | 100 | 0.9301 | -0.0669 | 0.9301 | 0.9644 |
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- | No log | 1.7895 | 102 | 0.9028 | 0.0879 | 0.9028 | 0.9502 |
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- | No log | 1.8246 | 104 | 0.9328 | 0.0928 | 0.9328 | 0.9658 |
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- | No log | 1.8596 | 106 | 0.9536 | 0.0378 | 0.9536 | 0.9765 |
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- | No log | 1.8947 | 108 | 0.8913 | 0.0879 | 0.8913 | 0.9441 |
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- | No log | 1.9298 | 110 | 0.9234 | 0.0465 | 0.9234 | 0.9609 |
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- | No log | 1.9649 | 112 | 0.9033 | 0.0452 | 0.9033 | 0.9504 |
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- | No log | 2.0 | 114 | 0.8878 | -0.0238 | 0.8878 | 0.9422 |
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- | No log | 2.0351 | 116 | 0.9724 | -0.0295 | 0.9724 | 0.9861 |
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- | No log | 2.0702 | 118 | 0.9016 | -0.0047 | 0.9016 | 0.9495 |
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- | No log | 2.1053 | 120 | 0.9141 | 0.1012 | 0.9141 | 0.9561 |
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- | No log | 2.1404 | 122 | 0.9286 | 0.1538 | 0.9286 | 0.9637 |
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- | No log | 2.1754 | 124 | 0.9465 | 0.0798 | 0.9465 | 0.9729 |
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- | No log | 2.2105 | 126 | 0.9965 | 0.1065 | 0.9965 | 0.9982 |
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- | No log | 2.2456 | 128 | 0.9382 | 0.2522 | 0.9382 | 0.9686 |
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- | No log | 2.2807 | 130 | 0.9640 | 0.0253 | 0.9640 | 0.9818 |
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- | No log | 2.3158 | 132 | 0.9637 | -0.0071 | 0.9637 | 0.9817 |
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- | No log | 2.3509 | 134 | 0.9399 | 0.1468 | 0.9399 | 0.9695 |
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- | No log | 2.3860 | 136 | 0.9647 | 0.1468 | 0.9647 | 0.9822 |
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- | No log | 2.4211 | 138 | 0.9520 | 0.1010 | 0.9520 | 0.9757 |
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- | No log | 2.4561 | 140 | 0.9769 | 0.1219 | 0.9769 | 0.9884 |
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- | No log | 2.4912 | 142 | 0.9384 | 0.1010 | 0.9384 | 0.9687 |
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- | No log | 2.5263 | 144 | 0.9312 | 0.0423 | 0.9312 | 0.9650 |
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- | No log | 2.5614 | 146 | 1.1403 | 0.1339 | 1.1403 | 1.0678 |
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- | No log | 2.5965 | 148 | 1.1007 | 0.0774 | 1.1007 | 1.0491 |
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- | No log | 2.6316 | 150 | 0.9363 | -0.1333 | 0.9363 | 0.9676 |
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- | No log | 2.6667 | 152 | 1.0148 | -0.0007 | 1.0148 | 1.0074 |
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- | No log | 2.7018 | 154 | 0.9186 | 0.0551 | 0.9186 | 0.9584 |
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- | No log | 2.7368 | 156 | 0.8644 | -0.0675 | 0.8644 | 0.9297 |
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- | No log | 2.7719 | 158 | 1.1653 | 0.0845 | 1.1653 | 1.0795 |
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- | No log | 2.8070 | 160 | 1.1847 | 0.0566 | 1.1847 | 1.0884 |
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- | No log | 2.8421 | 162 | 0.9297 | 0.0007 | 0.9297 | 0.9642 |
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- | No log | 2.8772 | 164 | 0.8250 | 0.0196 | 0.8250 | 0.9083 |
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- | No log | 2.9123 | 166 | 0.9226 | 0.0362 | 0.9226 | 0.9605 |
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- | No log | 2.9474 | 168 | 0.8357 | 0.0167 | 0.8357 | 0.9142 |
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- | No log | 2.9825 | 170 | 0.8016 | -0.0143 | 0.8016 | 0.8953 |
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- | No log | 3.0175 | 172 | 0.8249 | -0.0477 | 0.8249 | 0.9083 |
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- | No log | 3.0526 | 174 | 0.9006 | -0.1851 | 0.9006 | 0.9490 |
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- | No log | 3.0877 | 176 | 0.8895 | -0.0317 | 0.8895 | 0.9431 |
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- | No log | 3.1228 | 178 | 0.7740 | 0.0441 | 0.7740 | 0.8798 |
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- | No log | 3.1579 | 180 | 0.8820 | 0.0676 | 0.8820 | 0.9391 |
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- | No log | 3.1930 | 182 | 1.1113 | 0.0458 | 1.1113 | 1.0542 |
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- | No log | 3.2281 | 184 | 1.0417 | 0.0260 | 1.0417 | 1.0206 |
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- | No log | 3.2632 | 186 | 0.8755 | -0.0023 | 0.8755 | 0.9357 |
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- | No log | 3.2982 | 188 | 1.0176 | 0.0364 | 1.0176 | 1.0087 |
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- | No log | 3.3333 | 190 | 0.9856 | 0.0281 | 0.9856 | 0.9928 |
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- | No log | 3.3684 | 192 | 0.9621 | 0.0101 | 0.9621 | 0.9809 |
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- | No log | 3.4035 | 194 | 1.2918 | 0.0584 | 1.2918 | 1.1366 |
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- | No log | 3.4386 | 196 | 1.3089 | 0.0627 | 1.3089 | 1.1441 |
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- | No log | 3.4737 | 198 | 0.9085 | 0.0041 | 0.9085 | 0.9532 |
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- | No log | 3.5088 | 200 | 0.8289 | 0.0581 | 0.8289 | 0.9104 |
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- | No log | 3.5439 | 202 | 0.8981 | 0.0721 | 0.8981 | 0.9477 |
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- | No log | 3.5789 | 204 | 0.8721 | -0.0543 | 0.8721 | 0.9339 |
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- | No log | 3.6140 | 206 | 0.8161 | -0.0086 | 0.8161 | 0.9034 |
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- | No log | 3.6491 | 208 | 1.0888 | -0.0182 | 1.0888 | 1.0435 |
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- | No log | 3.6842 | 210 | 1.1510 | 0.0065 | 1.1510 | 1.0729 |
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- | No log | 3.7193 | 212 | 0.8726 | 0.1239 | 0.8726 | 0.9341 |
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- | No log | 3.7544 | 214 | 0.8057 | 0.0633 | 0.8057 | 0.8976 |
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- | No log | 3.7895 | 216 | 0.9530 | 0.0129 | 0.9530 | 0.9762 |
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- | No log | 3.8246 | 218 | 0.9302 | -0.0236 | 0.9302 | 0.9645 |
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- | No log | 3.8596 | 220 | 0.7976 | 0.1558 | 0.7976 | 0.8931 |
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- | No log | 3.8947 | 222 | 0.7617 | 0.0966 | 0.7617 | 0.8727 |
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- | No log | 3.9298 | 224 | 0.8331 | 0.0362 | 0.8331 | 0.9127 |
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- | No log | 3.9649 | 226 | 0.7824 | 0.0837 | 0.7824 | 0.8845 |
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- | No log | 4.0 | 228 | 0.7651 | 0.0959 | 0.7651 | 0.8747 |
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- | No log | 4.0351 | 230 | 0.7606 | 0.1817 | 0.7606 | 0.8721 |
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- | No log | 4.0702 | 232 | 0.7401 | 0.1196 | 0.7401 | 0.8603 |
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- | No log | 4.1053 | 234 | 0.7402 | 0.1674 | 0.7402 | 0.8603 |
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- | No log | 4.1404 | 236 | 0.7527 | 0.1475 | 0.7527 | 0.8676 |
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- | No log | 4.1754 | 238 | 0.7804 | 0.1221 | 0.7804 | 0.8834 |
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- | No log | 4.2105 | 240 | 0.8154 | 0.0856 | 0.8154 | 0.9030 |
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- | No log | 4.2456 | 242 | 0.8592 | -0.0870 | 0.8592 | 0.9269 |
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- | No log | 4.2807 | 244 | 0.8876 | -0.1691 | 0.8876 | 0.9421 |
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- | No log | 4.3158 | 246 | 0.8583 | -0.1659 | 0.8583 | 0.9264 |
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- | No log | 4.3509 | 248 | 0.8391 | -0.0870 | 0.8391 | 0.9160 |
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- | No log | 4.3860 | 250 | 0.8256 | -0.0076 | 0.8256 | 0.9086 |
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- | No log | 4.4211 | 252 | 0.8210 | -0.0095 | 0.8210 | 0.9061 |
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- | No log | 4.4561 | 254 | 0.8754 | 0.1685 | 0.8754 | 0.9356 |
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- | No log | 4.4912 | 256 | 0.9130 | 0.0696 | 0.9130 | 0.9555 |
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- | No log | 4.5263 | 258 | 0.8519 | 0.0919 | 0.8519 | 0.9230 |
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- | No log | 4.5614 | 260 | 0.8784 | 0.0529 | 0.8784 | 0.9372 |
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- | No log | 4.5965 | 262 | 0.9646 | 0.0762 | 0.9646 | 0.9822 |
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- | No log | 4.6316 | 264 | 0.8581 | 0.0573 | 0.8581 | 0.9264 |
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- | No log | 4.6667 | 266 | 0.9188 | 0.0027 | 0.9188 | 0.9585 |
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- | No log | 4.7018 | 268 | 1.0350 | -0.0464 | 1.0350 | 1.0174 |
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- | No log | 4.7368 | 270 | 0.9258 | 0.0048 | 0.9258 | 0.9622 |
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- | No log | 4.7719 | 272 | 0.8038 | -0.0599 | 0.8038 | 0.8966 |
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- | No log | 4.8070 | 274 | 0.8712 | 0.1449 | 0.8712 | 0.9334 |
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- | No log | 4.8421 | 276 | 0.8562 | 0.1395 | 0.8562 | 0.9253 |
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- | No log | 4.8772 | 278 | 0.8297 | 0.1456 | 0.8297 | 0.9109 |
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- | No log | 4.9123 | 280 | 0.8246 | 0.2608 | 0.8246 | 0.9081 |
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- | No log | 4.9474 | 282 | 0.8135 | 0.1979 | 0.8135 | 0.9019 |
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- | No log | 4.9825 | 284 | 0.7981 | 0.0097 | 0.7981 | 0.8934 |
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- | No log | 5.0175 | 286 | 0.7844 | -0.0288 | 0.7844 | 0.8856 |
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- | No log | 5.0526 | 288 | 0.7562 | 0.2239 | 0.7562 | 0.8696 |
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- | No log | 5.0877 | 290 | 0.8027 | 0.1449 | 0.8027 | 0.8960 |
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- | No log | 5.1228 | 292 | 0.7974 | 0.1627 | 0.7974 | 0.8930 |
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- | No log | 5.1579 | 294 | 0.7935 | -0.0992 | 0.7935 | 0.8908 |
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- | No log | 5.1930 | 296 | 0.9043 | -0.1709 | 0.9043 | 0.9510 |
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- | No log | 5.2281 | 298 | 0.9859 | -0.0930 | 0.9859 | 0.9929 |
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- | No log | 5.2632 | 300 | 0.8933 | -0.1354 | 0.8933 | 0.9451 |
202
- | No log | 5.2982 | 302 | 0.8252 | 0.0236 | 0.8252 | 0.9084 |
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- | No log | 5.3333 | 304 | 0.8217 | 0.1047 | 0.8217 | 0.9065 |
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- | No log | 5.3684 | 306 | 0.7838 | -0.0532 | 0.7838 | 0.8853 |
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- | No log | 5.4035 | 308 | 0.8230 | -0.1606 | 0.8230 | 0.9072 |
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- | No log | 5.4386 | 310 | 0.8422 | -0.1538 | 0.8422 | 0.9177 |
207
- | No log | 5.4737 | 312 | 0.7941 | -0.1026 | 0.7941 | 0.8911 |
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- | No log | 5.5088 | 314 | 0.8249 | 0.1148 | 0.8249 | 0.9083 |
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- | No log | 5.5439 | 316 | 1.0247 | -0.0471 | 1.0247 | 1.0123 |
210
- | No log | 5.5789 | 318 | 1.0900 | 0.0820 | 1.0900 | 1.0441 |
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- | No log | 5.6140 | 320 | 0.9172 | 0.0068 | 0.9172 | 0.9577 |
212
- | No log | 5.6491 | 322 | 0.8645 | -0.0955 | 0.8645 | 0.9298 |
213
- | No log | 5.6842 | 324 | 0.8413 | -0.1762 | 0.8413 | 0.9172 |
214
- | No log | 5.7193 | 326 | 0.8129 | -0.0195 | 0.8129 | 0.9016 |
215
- | No log | 5.7544 | 328 | 0.8526 | 0.0953 | 0.8526 | 0.9234 |
216
- | No log | 5.7895 | 330 | 0.8972 | 0.0953 | 0.8972 | 0.9472 |
217
- | No log | 5.8246 | 332 | 0.8780 | 0.0208 | 0.8780 | 0.9370 |
218
- | No log | 5.8596 | 334 | 0.9129 | -0.0995 | 0.9129 | 0.9555 |
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- | No log | 5.8947 | 336 | 0.9456 | 0.0064 | 0.9456 | 0.9724 |
220
- | No log | 5.9298 | 338 | 0.9569 | 0.0646 | 0.9569 | 0.9782 |
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- | No log | 5.9649 | 340 | 0.9581 | 0.0973 | 0.9581 | 0.9788 |
222
- | No log | 6.0 | 342 | 0.9149 | -0.0112 | 0.9149 | 0.9565 |
223
- | No log | 6.0351 | 344 | 0.8723 | 0.0705 | 0.8723 | 0.9340 |
224
- | No log | 6.0702 | 346 | 0.8098 | 0.0408 | 0.8098 | 0.8999 |
225
- | No log | 6.1053 | 348 | 0.7612 | 0.2009 | 0.7612 | 0.8725 |
226
- | No log | 6.1404 | 350 | 0.7351 | 0.2150 | 0.7351 | 0.8574 |
227
- | No log | 6.1754 | 352 | 0.7463 | 0.2053 | 0.7463 | 0.8639 |
228
- | No log | 6.2105 | 354 | 0.7890 | 0.1136 | 0.7890 | 0.8882 |
229
- | No log | 6.2456 | 356 | 0.8395 | 0.0597 | 0.8395 | 0.9162 |
230
- | No log | 6.2807 | 358 | 0.9556 | 0.0786 | 0.9556 | 0.9775 |
231
- | No log | 6.3158 | 360 | 0.8916 | 0.1239 | 0.8916 | 0.9442 |
232
- | No log | 6.3509 | 362 | 0.7945 | 0.0804 | 0.7945 | 0.8914 |
233
- | No log | 6.3860 | 364 | 0.9134 | -0.1677 | 0.9134 | 0.9557 |
234
- | No log | 6.4211 | 366 | 0.9455 | -0.1677 | 0.9455 | 0.9724 |
235
- | No log | 6.4561 | 368 | 0.8179 | -0.1665 | 0.8179 | 0.9044 |
236
- | No log | 6.4912 | 370 | 0.8060 | 0.2349 | 0.8060 | 0.8978 |
237
- | No log | 6.5263 | 372 | 0.9340 | 0.0676 | 0.9340 | 0.9664 |
238
- | No log | 6.5614 | 374 | 0.8795 | 0.0409 | 0.8795 | 0.9378 |
239
- | No log | 6.5965 | 376 | 0.7794 | 0.1599 | 0.7794 | 0.8828 |
240
- | No log | 6.6316 | 378 | 0.8197 | 0.0153 | 0.8197 | 0.9054 |
241
- | No log | 6.6667 | 380 | 0.8486 | 0.0321 | 0.8486 | 0.9212 |
242
- | No log | 6.7018 | 382 | 0.9079 | 0.0109 | 0.9079 | 0.9528 |
243
- | No log | 6.7368 | 384 | 0.8992 | -0.0260 | 0.8992 | 0.9483 |
244
- | No log | 6.7719 | 386 | 0.8460 | 0.0289 | 0.8460 | 0.9198 |
245
- | No log | 6.8070 | 388 | 0.8176 | 0.1498 | 0.8176 | 0.9042 |
246
- | No log | 6.8421 | 390 | 0.8327 | 0.1001 | 0.8327 | 0.9125 |
247
- | No log | 6.8772 | 392 | 0.9054 | 0.0409 | 0.9054 | 0.9515 |
248
- | No log | 6.9123 | 394 | 0.9049 | 0.0748 | 0.9049 | 0.9512 |
249
- | No log | 6.9474 | 396 | 0.8298 | 0.1243 | 0.8298 | 0.9109 |
250
- | No log | 6.9825 | 398 | 0.7562 | 0.2034 | 0.7562 | 0.8696 |
251
- | No log | 7.0175 | 400 | 0.7427 | 0.2105 | 0.7427 | 0.8618 |
252
- | No log | 7.0526 | 402 | 0.7517 | 0.2105 | 0.7517 | 0.8670 |
253
- | No log | 7.0877 | 404 | 0.7521 | 0.2105 | 0.7521 | 0.8672 |
254
- | No log | 7.1228 | 406 | 0.7749 | 0.1506 | 0.7749 | 0.8803 |
255
- | No log | 7.1579 | 408 | 0.7746 | 0.1565 | 0.7746 | 0.8801 |
256
- | No log | 7.1930 | 410 | 0.7686 | 0.2105 | 0.7686 | 0.8767 |
257
- | No log | 7.2281 | 412 | 0.7633 | 0.1659 | 0.7633 | 0.8737 |
258
- | No log | 7.2632 | 414 | 0.7809 | 0.0323 | 0.7809 | 0.8837 |
259
- | No log | 7.2982 | 416 | 0.7998 | 0.0690 | 0.7998 | 0.8943 |
260
- | No log | 7.3333 | 418 | 0.8168 | 0.1048 | 0.8168 | 0.9038 |
261
- | No log | 7.3684 | 420 | 0.7968 | 0.0323 | 0.7968 | 0.8926 |
262
- | No log | 7.4035 | 422 | 0.8160 | -0.0079 | 0.8160 | 0.9034 |
263
- | No log | 7.4386 | 424 | 0.8431 | -0.0159 | 0.8431 | 0.9182 |
264
- | No log | 7.4737 | 426 | 0.8051 | 0.0101 | 0.8051 | 0.8973 |
265
- | No log | 7.5088 | 428 | 0.7816 | 0.0639 | 0.7816 | 0.8841 |
266
- | No log | 7.5439 | 430 | 0.8857 | 0.0676 | 0.8857 | 0.9411 |
267
- | No log | 7.5789 | 432 | 0.8786 | 0.0642 | 0.8786 | 0.9373 |
268
- | No log | 7.6140 | 434 | 0.7509 | 0.0768 | 0.7509 | 0.8666 |
269
- | No log | 7.6491 | 436 | 0.7635 | 0.0557 | 0.7635 | 0.8738 |
270
- | No log | 7.6842 | 438 | 0.7830 | -0.0606 | 0.7830 | 0.8849 |
271
- | No log | 7.7193 | 440 | 0.7599 | -0.0366 | 0.7599 | 0.8717 |
272
- | No log | 7.7544 | 442 | 0.7528 | -0.0027 | 0.7528 | 0.8676 |
273
- | No log | 7.7895 | 444 | 0.7744 | 0.0460 | 0.7744 | 0.8800 |
274
- | No log | 7.8246 | 446 | 0.7734 | 0.1236 | 0.7734 | 0.8794 |
275
- | No log | 7.8596 | 448 | 0.7508 | 0.0869 | 0.7508 | 0.8665 |
276
- | No log | 7.8947 | 450 | 0.7428 | 0.1740 | 0.7428 | 0.8619 |
277
- | No log | 7.9298 | 452 | 0.7279 | 0.1433 | 0.7279 | 0.8532 |
278
- | No log | 7.9649 | 454 | 0.7497 | -0.1332 | 0.7497 | 0.8659 |
279
- | No log | 8.0 | 456 | 0.7934 | -0.0208 | 0.7934 | 0.8908 |
280
- | No log | 8.0351 | 458 | 0.8229 | -0.0660 | 0.8229 | 0.9072 |
281
- | No log | 8.0702 | 460 | 0.8220 | 0.1095 | 0.8220 | 0.9067 |
282
- | No log | 8.1053 | 462 | 0.8265 | 0.1553 | 0.8265 | 0.9091 |
283
- | No log | 8.1404 | 464 | 0.8013 | 0.0359 | 0.8013 | 0.8952 |
284
- | No log | 8.1754 | 466 | 0.8091 | -0.0831 | 0.8091 | 0.8995 |
285
- | No log | 8.2105 | 468 | 0.8118 | -0.0407 | 0.8118 | 0.9010 |
286
- | No log | 8.2456 | 470 | 0.8056 | -0.0992 | 0.8056 | 0.8976 |
287
- | No log | 8.2807 | 472 | 0.7987 | 0.0323 | 0.7987 | 0.8937 |
288
- | No log | 8.3158 | 474 | 0.8176 | 0.0680 | 0.8176 | 0.9042 |
289
- | No log | 8.3509 | 476 | 0.8306 | 0.0205 | 0.8306 | 0.9113 |
290
- | No log | 8.3860 | 478 | 0.8058 | -0.0500 | 0.8058 | 0.8977 |
291
- | No log | 8.4211 | 480 | 0.8484 | -0.0904 | 0.8484 | 0.9211 |
292
- | No log | 8.4561 | 482 | 0.8298 | -0.1354 | 0.8298 | 0.9109 |
293
- | No log | 8.4912 | 484 | 0.7753 | -0.0108 | 0.7753 | 0.8805 |
294
- | No log | 8.5263 | 486 | 0.8242 | 0.1440 | 0.8242 | 0.9078 |
295
- | No log | 8.5614 | 488 | 0.8752 | 0.1239 | 0.8752 | 0.9355 |
296
- | No log | 8.5965 | 490 | 0.7921 | 0.1096 | 0.7921 | 0.8900 |
297
- | No log | 8.6316 | 492 | 0.7709 | -0.0483 | 0.7709 | 0.8780 |
298
- | No log | 8.6667 | 494 | 0.7815 | -0.0408 | 0.7815 | 0.8840 |
299
- | No log | 8.7018 | 496 | 0.7721 | 0.0226 | 0.7721 | 0.8787 |
300
- | No log | 8.7368 | 498 | 0.8133 | 0.1431 | 0.8133 | 0.9018 |
301
- | 0.3139 | 8.7719 | 500 | 0.8381 | 0.1817 | 0.8381 | 0.9155 |
302
- | 0.3139 | 8.8070 | 502 | 0.7804 | -0.0132 | 0.7804 | 0.8834 |
303
- | 0.3139 | 8.8421 | 504 | 0.7915 | -0.1211 | 0.7915 | 0.8896 |
304
- | 0.3139 | 8.8772 | 506 | 0.7991 | -0.1201 | 0.7991 | 0.8939 |
305
- | 0.3139 | 8.9123 | 508 | 0.7637 | -0.1473 | 0.7637 | 0.8739 |
306
- | 0.3139 | 8.9474 | 510 | 0.7284 | -0.1026 | 0.7284 | 0.8535 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k12_task3_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k12_task3_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.8981
19
+ - Qwk: -0.0623
20
+ - Mse: 0.8981
21
+ - Rmse: 0.9477
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0323 | 2 | 3.7962 | 0.0023 | 3.7962 | 1.9484 |
53
+ | No log | 0.0645 | 4 | 2.1983 | 0.0304 | 2.1983 | 1.4827 |
54
+ | No log | 0.0968 | 6 | 1.4499 | -0.0484 | 1.4499 | 1.2041 |
55
+ | No log | 0.1290 | 8 | 0.8390 | -0.0390 | 0.8390 | 0.9159 |
56
+ | No log | 0.1613 | 10 | 0.7144 | 0.1021 | 0.7144 | 0.8452 |
57
+ | No log | 0.1935 | 12 | 0.6778 | -0.0626 | 0.6778 | 0.8233 |
58
+ | No log | 0.2258 | 14 | 0.8209 | -0.0408 | 0.8209 | 0.9060 |
59
+ | No log | 0.2581 | 16 | 0.9042 | -0.0101 | 0.9042 | 0.9509 |
60
+ | No log | 0.2903 | 18 | 0.8228 | -0.0766 | 0.8228 | 0.9071 |
61
+ | No log | 0.3226 | 20 | 0.7765 | 0.0318 | 0.7765 | 0.8812 |
62
+ | No log | 0.3548 | 22 | 0.8131 | -0.0753 | 0.8131 | 0.9017 |
63
+ | No log | 0.3871 | 24 | 0.8256 | -0.1246 | 0.8256 | 0.9086 |
64
+ | No log | 0.4194 | 26 | 0.9856 | -0.0606 | 0.9856 | 0.9928 |
65
+ | No log | 0.4516 | 28 | 1.4855 | 0.0235 | 1.4855 | 1.2188 |
66
+ | No log | 0.4839 | 30 | 1.3390 | 0.0235 | 1.3390 | 1.1572 |
67
+ | No log | 0.5161 | 32 | 0.9255 | -0.0943 | 0.9255 | 0.9620 |
68
+ | No log | 0.5484 | 34 | 0.7203 | -0.0695 | 0.7203 | 0.8487 |
69
+ | No log | 0.5806 | 36 | 0.6725 | -0.0035 | 0.6725 | 0.8201 |
70
+ | No log | 0.6129 | 38 | 0.6787 | 0.0 | 0.6787 | 0.8239 |
71
+ | No log | 0.6452 | 40 | 0.7065 | 0.0964 | 0.7065 | 0.8405 |
72
+ | No log | 0.6774 | 42 | 0.9764 | -0.0862 | 0.9764 | 0.9881 |
73
+ | No log | 0.7097 | 44 | 0.9540 | -0.0054 | 0.9540 | 0.9767 |
74
+ | No log | 0.7419 | 46 | 0.7446 | 0.1828 | 0.7446 | 0.8629 |
75
+ | No log | 0.7742 | 48 | 0.7445 | 0.0506 | 0.7445 | 0.8629 |
76
+ | No log | 0.8065 | 50 | 0.7627 | 0.0857 | 0.7627 | 0.8733 |
77
+ | No log | 0.8387 | 52 | 0.7968 | 0.2502 | 0.7968 | 0.8926 |
78
+ | No log | 0.8710 | 54 | 0.8391 | 0.1449 | 0.8391 | 0.9160 |
79
+ | No log | 0.9032 | 56 | 0.8585 | 0.1415 | 0.8585 | 0.9265 |
80
+ | No log | 0.9355 | 58 | 0.9069 | 0.0606 | 0.9069 | 0.9523 |
81
+ | No log | 0.9677 | 60 | 0.9578 | 0.0612 | 0.9578 | 0.9787 |
82
+ | No log | 1.0 | 62 | 0.9458 | 0.2160 | 0.9458 | 0.9725 |
83
+ | No log | 1.0323 | 64 | 0.9716 | 0.2158 | 0.9716 | 0.9857 |
84
+ | No log | 1.0645 | 66 | 0.9803 | 0.0483 | 0.9803 | 0.9901 |
85
+ | No log | 1.0968 | 68 | 1.2462 | 0.1047 | 1.2462 | 1.1163 |
86
+ | No log | 1.1290 | 70 | 1.1566 | 0.0253 | 1.1566 | 1.0754 |
87
+ | No log | 1.1613 | 72 | 0.8970 | 0.1586 | 0.8970 | 0.9471 |
88
+ | No log | 1.1935 | 74 | 0.9218 | 0.0896 | 0.9218 | 0.9601 |
89
+ | No log | 1.2258 | 76 | 0.9305 | 0.2038 | 0.9305 | 0.9646 |
90
+ | No log | 1.2581 | 78 | 1.1539 | 0.0685 | 1.1539 | 1.0742 |
91
+ | No log | 1.2903 | 80 | 1.0427 | 0.0852 | 1.0427 | 1.0211 |
92
+ | No log | 1.3226 | 82 | 1.0050 | -0.0208 | 1.0050 | 1.0025 |
93
+ | No log | 1.3548 | 84 | 1.0207 | 0.0404 | 1.0207 | 1.0103 |
94
+ | No log | 1.3871 | 86 | 1.1329 | 0.0922 | 1.1329 | 1.0644 |
95
+ | No log | 1.4194 | 88 | 1.3119 | 0.0755 | 1.3119 | 1.1454 |
96
+ | No log | 1.4516 | 90 | 1.2968 | 0.0265 | 1.2968 | 1.1388 |
97
+ | No log | 1.4839 | 92 | 1.1135 | 0.0193 | 1.1135 | 1.0552 |
98
+ | No log | 1.5161 | 94 | 0.8757 | 0.1687 | 0.8757 | 0.9358 |
99
+ | No log | 1.5484 | 96 | 1.0079 | -0.0454 | 1.0079 | 1.0039 |
100
+ | No log | 1.5806 | 98 | 0.9045 | -0.0778 | 0.9045 | 0.9510 |
101
+ | No log | 1.6129 | 100 | 0.9245 | 0.0964 | 0.9245 | 0.9615 |
102
+ | No log | 1.6452 | 102 | 1.3940 | -0.0229 | 1.3940 | 1.1807 |
103
+ | No log | 1.6774 | 104 | 1.3927 | -0.0243 | 1.3927 | 1.1801 |
104
+ | No log | 1.7097 | 106 | 0.9625 | 0.1511 | 0.9625 | 0.9811 |
105
+ | No log | 1.7419 | 108 | 1.0352 | -0.0094 | 1.0352 | 1.0175 |
106
+ | No log | 1.7742 | 110 | 0.9544 | -0.1200 | 0.9544 | 0.9769 |
107
+ | No log | 1.8065 | 112 | 1.0361 | 0.1252 | 1.0361 | 1.0179 |
108
+ | No log | 1.8387 | 114 | 1.2789 | 0.0785 | 1.2789 | 1.1309 |
109
+ | No log | 1.8710 | 116 | 1.0272 | 0.0980 | 1.0272 | 1.0135 |
110
+ | No log | 1.9032 | 118 | 0.9087 | 0.2158 | 0.9087 | 0.9532 |
111
+ | No log | 1.9355 | 120 | 0.9118 | 0.1723 | 0.9118 | 0.9549 |
112
+ | No log | 1.9677 | 122 | 0.9910 | 0.0044 | 0.9910 | 0.9955 |
113
+ | No log | 2.0 | 124 | 1.4174 | 0.0821 | 1.4174 | 1.1905 |
114
+ | No log | 2.0323 | 126 | 1.4123 | 0.0580 | 1.4123 | 1.1884 |
115
+ | No log | 2.0645 | 128 | 1.0967 | 0.0715 | 1.0967 | 1.0472 |
116
+ | No log | 2.0968 | 130 | 0.9899 | 0.0871 | 0.9899 | 0.9949 |
117
+ | No log | 2.1290 | 132 | 1.0083 | 0.0113 | 1.0083 | 1.0041 |
118
+ | No log | 2.1613 | 134 | 1.0560 | 0.0692 | 1.0560 | 1.0276 |
119
+ | No log | 2.1935 | 136 | 1.0972 | 0.0201 | 1.0972 | 1.0475 |
120
+ | No log | 2.2258 | 138 | 0.9813 | -0.0033 | 0.9813 | 0.9906 |
121
+ | No log | 2.2581 | 140 | 0.9124 | 0.0791 | 0.9124 | 0.9552 |
122
+ | No log | 2.2903 | 142 | 0.8891 | 0.0408 | 0.8891 | 0.9429 |
123
+ | No log | 2.3226 | 144 | 0.9442 | -0.0484 | 0.9442 | 0.9717 |
124
+ | No log | 2.3548 | 146 | 1.1177 | 0.0458 | 1.1177 | 1.0572 |
125
+ | No log | 2.3871 | 148 | 1.2699 | 0.0233 | 1.2699 | 1.1269 |
126
+ | No log | 2.4194 | 150 | 1.0602 | 0.0666 | 1.0602 | 1.0297 |
127
+ | No log | 2.4516 | 152 | 1.0337 | 0.1341 | 1.0337 | 1.0167 |
128
+ | No log | 2.4839 | 154 | 1.0181 | 0.1695 | 1.0181 | 1.0090 |
129
+ | No log | 2.5161 | 156 | 0.9824 | 0.1555 | 0.9824 | 0.9911 |
130
+ | No log | 2.5484 | 158 | 1.1349 | 0.0145 | 1.1349 | 1.0653 |
131
+ | No log | 2.5806 | 160 | 1.0244 | 0.0379 | 1.0244 | 1.0121 |
132
+ | No log | 2.6129 | 162 | 0.9036 | 0.1251 | 0.9036 | 0.9506 |
133
+ | No log | 2.6452 | 164 | 0.9125 | 0.0549 | 0.9125 | 0.9552 |
134
+ | No log | 2.6774 | 166 | 0.9465 | -0.0454 | 0.9465 | 0.9729 |
135
+ | No log | 2.7097 | 168 | 0.9658 | -0.1258 | 0.9658 | 0.9827 |
136
+ | No log | 2.7419 | 170 | 0.9571 | 0.0090 | 0.9571 | 0.9783 |
137
+ | No log | 2.7742 | 172 | 0.9695 | -0.0266 | 0.9695 | 0.9846 |
138
+ | No log | 2.8065 | 174 | 0.9651 | -0.0266 | 0.9651 | 0.9824 |
139
+ | No log | 2.8387 | 176 | 1.1145 | 0.0044 | 1.1145 | 1.0557 |
140
+ | No log | 2.8710 | 178 | 1.0287 | -0.0341 | 1.0287 | 1.0142 |
141
+ | No log | 2.9032 | 180 | 0.9294 | -0.0517 | 0.9294 | 0.9641 |
142
+ | No log | 2.9355 | 182 | 0.9100 | -0.0357 | 0.9100 | 0.9539 |
143
+ | No log | 2.9677 | 184 | 0.9593 | -0.0901 | 0.9593 | 0.9794 |
144
+ | No log | 3.0 | 186 | 1.1351 | -0.0252 | 1.1351 | 1.0654 |
145
+ | No log | 3.0323 | 188 | 1.3779 | 0.0044 | 1.3779 | 1.1739 |
146
+ | No log | 3.0645 | 190 | 1.0955 | -0.0949 | 1.0955 | 1.0466 |
147
+ | No log | 3.0968 | 192 | 0.9995 | -0.0549 | 0.9995 | 0.9997 |
148
+ | No log | 3.1290 | 194 | 1.0934 | -0.0356 | 1.0934 | 1.0457 |
149
+ | No log | 3.1613 | 196 | 1.3689 | 0.0253 | 1.3689 | 1.1700 |
150
+ | No log | 3.1935 | 198 | 1.1995 | 0.0673 | 1.1995 | 1.0952 |
151
+ | No log | 3.2258 | 200 | 1.0500 | 0.0441 | 1.0500 | 1.0247 |
152
+ | No log | 3.2581 | 202 | 1.0243 | -0.0156 | 1.0243 | 1.0121 |
153
+ | No log | 3.2903 | 204 | 1.1960 | 0.0752 | 1.1960 | 1.0936 |
154
+ | No log | 3.3226 | 206 | 1.3768 | 0.0825 | 1.3768 | 1.1734 |
155
+ | No log | 3.3548 | 208 | 1.1776 | 0.0253 | 1.1776 | 1.0852 |
156
+ | No log | 3.3871 | 210 | 0.9911 | -0.0575 | 0.9911 | 0.9955 |
157
+ | No log | 3.4194 | 212 | 0.8472 | -0.0268 | 0.8472 | 0.9205 |
158
+ | No log | 3.4516 | 214 | 0.8257 | 0.0937 | 0.8257 | 0.9087 |
159
+ | No log | 3.4839 | 216 | 0.8366 | 0.0983 | 0.8366 | 0.9147 |
160
+ | No log | 3.5161 | 218 | 0.9501 | -0.0301 | 0.9501 | 0.9747 |
161
+ | No log | 3.5484 | 220 | 1.2727 | 0.1048 | 1.2727 | 1.1282 |
162
+ | No log | 3.5806 | 222 | 1.3966 | 0.1301 | 1.3966 | 1.1818 |
163
+ | No log | 3.6129 | 224 | 1.1349 | 0.0413 | 1.1349 | 1.0653 |
164
+ | No log | 3.6452 | 226 | 1.0092 | 0.0591 | 1.0092 | 1.0046 |
165
+ | No log | 3.6774 | 228 | 1.0434 | 0.0591 | 1.0434 | 1.0215 |
166
+ | No log | 3.7097 | 230 | 1.0420 | -0.0133 | 1.0420 | 1.0208 |
167
+ | No log | 3.7419 | 232 | 1.0975 | 0.0402 | 1.0975 | 1.0476 |
168
+ | No log | 3.7742 | 234 | 1.0179 | -0.0702 | 1.0179 | 1.0089 |
169
+ | No log | 3.8065 | 236 | 0.9287 | 0.0437 | 0.9287 | 0.9637 |
170
+ | No log | 3.8387 | 238 | 0.9214 | 0.1489 | 0.9214 | 0.9599 |
171
+ | No log | 3.8710 | 240 | 0.9597 | -0.0410 | 0.9597 | 0.9797 |
172
+ | No log | 3.9032 | 242 | 1.0402 | 0.0391 | 1.0402 | 1.0199 |
173
+ | No log | 3.9355 | 244 | 0.9645 | -0.0326 | 0.9645 | 0.9821 |
174
+ | No log | 3.9677 | 246 | 0.9086 | -0.0517 | 0.9086 | 0.9532 |
175
+ | No log | 4.0 | 248 | 0.8964 | -0.0266 | 0.8964 | 0.9468 |
176
+ | No log | 4.0323 | 250 | 0.9144 | -0.0212 | 0.9144 | 0.9563 |
177
+ | No log | 4.0645 | 252 | 0.9886 | -0.0353 | 0.9886 | 0.9943 |
178
+ | No log | 4.0968 | 254 | 1.0189 | -0.0276 | 1.0189 | 1.0094 |
179
+ | No log | 4.1290 | 256 | 0.9048 | -0.0099 | 0.9048 | 0.9512 |
180
+ | No log | 4.1613 | 258 | 0.8786 | 0.1228 | 0.8786 | 0.9374 |
181
+ | No log | 4.1935 | 260 | 0.9303 | -0.0093 | 0.9303 | 0.9645 |
182
+ | No log | 4.2258 | 262 | 1.0840 | -0.0222 | 1.0840 | 1.0412 |
183
+ | No log | 4.2581 | 264 | 1.0395 | -0.0013 | 1.0395 | 1.0196 |
184
+ | No log | 4.2903 | 266 | 0.9636 | -0.0870 | 0.9636 | 0.9816 |
185
+ | No log | 4.3226 | 268 | 0.9955 | -0.0452 | 0.9955 | 0.9977 |
186
+ | No log | 4.3548 | 270 | 1.0140 | -0.0341 | 1.0140 | 1.0070 |
187
+ | No log | 4.3871 | 272 | 0.9201 | -0.0452 | 0.9201 | 0.9592 |
188
+ | No log | 4.4194 | 274 | 0.9024 | -0.0646 | 0.9024 | 0.9499 |
189
+ | No log | 4.4516 | 276 | 0.9452 | -0.0452 | 0.9452 | 0.9722 |
190
+ | No log | 4.4839 | 278 | 1.2017 | 0.0233 | 1.2017 | 1.0962 |
191
+ | No log | 4.5161 | 280 | 1.2788 | 0.0846 | 1.2788 | 1.1308 |
192
+ | No log | 4.5484 | 282 | 1.0093 | -0.0221 | 1.0093 | 1.0047 |
193
+ | No log | 4.5806 | 284 | 0.8218 | 0.0879 | 0.8218 | 0.9065 |
194
+ | No log | 4.6129 | 286 | 0.8311 | 0.1259 | 0.8311 | 0.9116 |
195
+ | No log | 4.6452 | 288 | 0.8526 | 0.0723 | 0.8526 | 0.9234 |
196
+ | No log | 4.6774 | 290 | 0.8703 | 0.1751 | 0.8703 | 0.9329 |
197
+ | No log | 4.7097 | 292 | 1.0838 | 0.0391 | 1.0838 | 1.0411 |
198
+ | No log | 4.7419 | 294 | 1.3187 | -0.0249 | 1.3187 | 1.1484 |
199
+ | No log | 4.7742 | 296 | 1.2220 | 0.0741 | 1.2220 | 1.1054 |
200
+ | No log | 4.8065 | 298 | 0.9844 | -0.0173 | 0.9844 | 0.9922 |
201
+ | No log | 4.8387 | 300 | 0.9394 | 0.0713 | 0.9394 | 0.9692 |
202
+ | No log | 4.8710 | 302 | 0.9142 | 0.0178 | 0.9142 | 0.9562 |
203
+ | No log | 4.9032 | 304 | 0.9183 | -0.0099 | 0.9183 | 0.9583 |
204
+ | No log | 4.9355 | 306 | 0.9097 | -0.0099 | 0.9097 | 0.9538 |
205
+ | No log | 4.9677 | 308 | 0.8994 | 0.0922 | 0.8994 | 0.9484 |
206
+ | No log | 5.0 | 310 | 0.8891 | 0.0301 | 0.8891 | 0.9429 |
207
+ | No log | 5.0323 | 312 | 0.8839 | -0.0049 | 0.8839 | 0.9402 |
208
+ | No log | 5.0645 | 314 | 0.8960 | 0.0549 | 0.8960 | 0.9466 |
209
+ | No log | 5.0968 | 316 | 1.0086 | -0.0261 | 1.0086 | 1.0043 |
210
+ | No log | 5.1290 | 318 | 0.9839 | -0.0575 | 0.9839 | 0.9919 |
211
+ | No log | 5.1613 | 320 | 0.8638 | -0.0608 | 0.8638 | 0.9294 |
212
+ | No log | 5.1935 | 322 | 0.8447 | 0.0393 | 0.8447 | 0.9191 |
213
+ | No log | 5.2258 | 324 | 0.9480 | -0.0658 | 0.9480 | 0.9737 |
214
+ | No log | 5.2581 | 326 | 1.1332 | 0.0296 | 1.1332 | 1.0645 |
215
+ | No log | 5.2903 | 328 | 1.3522 | 0.0685 | 1.3522 | 1.1628 |
216
+ | No log | 5.3226 | 330 | 1.3889 | 0.0994 | 1.3889 | 1.1785 |
217
+ | No log | 5.3548 | 332 | 1.1585 | 0.0390 | 1.1585 | 1.0763 |
218
+ | No log | 5.3871 | 334 | 0.9735 | 0.0936 | 0.9735 | 0.9867 |
219
+ | No log | 5.4194 | 336 | 0.8616 | 0.0 | 0.8616 | 0.9282 |
220
+ | No log | 5.4516 | 338 | 0.8557 | 0.0441 | 0.8557 | 0.9250 |
221
+ | No log | 5.4839 | 340 | 0.9275 | 0.0246 | 0.9275 | 0.9631 |
222
+ | No log | 5.5161 | 342 | 1.0078 | -0.0013 | 1.0078 | 1.0039 |
223
+ | No log | 5.5484 | 344 | 1.0528 | -0.0301 | 1.0528 | 1.0261 |
224
+ | No log | 5.5806 | 346 | 1.0409 | -0.0692 | 1.0409 | 1.0202 |
225
+ | No log | 5.6129 | 348 | 1.0234 | -0.0727 | 1.0234 | 1.0116 |
226
+ | No log | 5.6452 | 350 | 0.9006 | 0.0913 | 0.9006 | 0.9490 |
227
+ | No log | 5.6774 | 352 | 0.8543 | 0.0846 | 0.8543 | 0.9243 |
228
+ | No log | 5.7097 | 354 | 0.8443 | -0.0027 | 0.8443 | 0.9189 |
229
+ | No log | 5.7419 | 356 | 0.9065 | -0.0153 | 0.9065 | 0.9521 |
230
+ | No log | 5.7742 | 358 | 0.9403 | -0.0799 | 0.9403 | 0.9697 |
231
+ | No log | 5.8065 | 360 | 0.9419 | -0.0470 | 0.9419 | 0.9705 |
232
+ | No log | 5.8387 | 362 | 0.9259 | -0.0220 | 0.9259 | 0.9622 |
233
+ | No log | 5.8710 | 364 | 0.9410 | 0.0679 | 0.9410 | 0.9700 |
234
+ | No log | 5.9032 | 366 | 1.0431 | 0.0653 | 1.0431 | 1.0213 |
235
+ | No log | 5.9355 | 368 | 1.0063 | 0.0856 | 1.0063 | 1.0032 |
236
+ | No log | 5.9677 | 370 | 1.0292 | -0.0274 | 1.0292 | 1.0145 |
237
+ | No log | 6.0 | 372 | 1.3938 | 0.0849 | 1.3938 | 1.1806 |
238
+ | No log | 6.0323 | 374 | 1.5984 | 0.0855 | 1.5984 | 1.2643 |
239
+ | No log | 6.0645 | 376 | 1.4705 | 0.0855 | 1.4705 | 1.2126 |
240
+ | No log | 6.0968 | 378 | 1.1312 | -0.0021 | 1.1312 | 1.0636 |
241
+ | No log | 6.1290 | 380 | 0.9002 | -0.0646 | 0.9002 | 0.9488 |
242
+ | No log | 6.1613 | 382 | 0.8624 | 0.1249 | 0.8624 | 0.9286 |
243
+ | No log | 6.1935 | 384 | 0.8641 | -0.0426 | 0.8641 | 0.9295 |
244
+ | No log | 6.2258 | 386 | 0.9930 | 0.0319 | 0.9930 | 0.9965 |
245
+ | No log | 6.2581 | 388 | 1.2313 | 0.0239 | 1.2313 | 1.1097 |
246
+ | No log | 6.2903 | 390 | 1.2708 | 0.0764 | 1.2708 | 1.1273 |
247
+ | No log | 6.3226 | 392 | 1.0962 | 0.0390 | 1.0962 | 1.0470 |
248
+ | No log | 6.3548 | 394 | 0.9474 | 0.0159 | 0.9474 | 0.9733 |
249
+ | No log | 6.3871 | 396 | 0.9741 | 0.0159 | 0.9741 | 0.9870 |
250
+ | No log | 6.4194 | 398 | 1.1526 | 0.0659 | 1.1526 | 1.0736 |
251
+ | No log | 6.4516 | 400 | 1.2890 | -0.0088 | 1.2890 | 1.1353 |
252
+ | No log | 6.4839 | 402 | 1.1836 | 0.0098 | 1.1836 | 1.0879 |
253
+ | No log | 6.5161 | 404 | 1.0093 | -0.0033 | 1.0093 | 1.0046 |
254
+ | No log | 6.5484 | 406 | 0.8764 | 0.0 | 0.8764 | 0.9362 |
255
+ | No log | 6.5806 | 408 | 0.8248 | 0.1254 | 0.8248 | 0.9082 |
256
+ | No log | 6.6129 | 410 | 0.8286 | 0.1254 | 0.8286 | 0.9103 |
257
+ | No log | 6.6452 | 412 | 0.8518 | 0.0441 | 0.8518 | 0.9229 |
258
+ | No log | 6.6774 | 414 | 0.9883 | 0.0025 | 0.9883 | 0.9942 |
259
+ | No log | 6.7097 | 416 | 1.1218 | -0.0107 | 1.1218 | 1.0592 |
260
+ | No log | 6.7419 | 418 | 1.1443 | -0.0141 | 1.1443 | 1.0697 |
261
+ | No log | 6.7742 | 420 | 1.0000 | -0.0214 | 1.0000 | 1.0000 |
262
+ | No log | 6.8065 | 422 | 0.9703 | 0.0452 | 0.9703 | 0.9850 |
263
+ | No log | 6.8387 | 424 | 0.9686 | 0.0700 | 0.9686 | 0.9842 |
264
+ | No log | 6.8710 | 426 | 0.8742 | 0.0741 | 0.8742 | 0.9350 |
265
+ | No log | 6.9032 | 428 | 0.9151 | -0.0977 | 0.9151 | 0.9566 |
266
+ | No log | 6.9355 | 430 | 0.9780 | -0.0035 | 0.9780 | 0.9890 |
267
+ | No log | 6.9677 | 432 | 0.9438 | -0.0808 | 0.9438 | 0.9715 |
268
+ | No log | 7.0 | 434 | 0.8966 | 0.2096 | 0.8966 | 0.9469 |
269
+ | No log | 7.0323 | 436 | 0.9427 | 0.1431 | 0.9427 | 0.9709 |
270
+ | No log | 7.0645 | 438 | 0.9086 | 0.2053 | 0.9086 | 0.9532 |
271
+ | No log | 7.0968 | 440 | 0.8901 | -0.0700 | 0.8901 | 0.9435 |
272
+ | No log | 7.1290 | 442 | 0.9444 | -0.0799 | 0.9444 | 0.9718 |
273
+ | No log | 7.1613 | 444 | 0.9115 | -0.0470 | 0.9115 | 0.9547 |
274
+ | No log | 7.1935 | 446 | 0.8075 | -0.0029 | 0.8075 | 0.8986 |
275
+ | No log | 7.2258 | 448 | 0.7897 | 0.0338 | 0.7897 | 0.8886 |
276
+ | No log | 7.2581 | 450 | 0.8151 | 0.0357 | 0.8151 | 0.9028 |
277
+ | No log | 7.2903 | 452 | 0.8341 | 0.0357 | 0.8341 | 0.9133 |
278
+ | No log | 7.3226 | 454 | 0.8632 | 0.0323 | 0.8632 | 0.9291 |
279
+ | No log | 7.3548 | 456 | 0.8964 | 0.0123 | 0.8964 | 0.9468 |
280
+ | No log | 7.3871 | 458 | 1.0084 | -0.0276 | 1.0084 | 1.0042 |
281
+ | No log | 7.4194 | 460 | 1.1119 | -0.0411 | 1.1119 | 1.0545 |
282
+ | No log | 7.4516 | 462 | 1.0777 | 0.0098 | 1.0777 | 1.0381 |
283
+ | No log | 7.4839 | 464 | 0.9930 | -0.0053 | 0.9930 | 0.9965 |
284
+ | No log | 7.5161 | 466 | 0.9358 | 0.0049 | 0.9358 | 0.9674 |
285
+ | No log | 7.5484 | 468 | 0.9037 | -0.0103 | 0.9037 | 0.9506 |
286
+ | No log | 7.5806 | 470 | 0.9290 | -0.1072 | 0.9290 | 0.9638 |
287
+ | No log | 7.6129 | 472 | 0.9785 | -0.0438 | 0.9785 | 0.9892 |
288
+ | No log | 7.6452 | 474 | 0.9761 | -0.0438 | 0.9761 | 0.9880 |
289
+ | No log | 7.6774 | 476 | 0.9223 | -0.0498 | 0.9223 | 0.9604 |
290
+ | No log | 7.7097 | 478 | 0.9467 | -0.0053 | 0.9467 | 0.9730 |
291
+ | No log | 7.7419 | 480 | 0.9253 | -0.0033 | 0.9253 | 0.9619 |
292
+ | No log | 7.7742 | 482 | 0.8894 | -0.0530 | 0.8894 | 0.9431 |
293
+ | No log | 7.8065 | 484 | 0.8303 | 0.0410 | 0.8303 | 0.9112 |
294
+ | No log | 7.8387 | 486 | 0.7935 | 0.0338 | 0.7935 | 0.8908 |
295
+ | No log | 7.8710 | 488 | 0.7843 | 0.1254 | 0.7843 | 0.8856 |
296
+ | No log | 7.9032 | 490 | 0.8044 | 0.1254 | 0.8044 | 0.8969 |
297
+ | No log | 7.9355 | 492 | 0.8950 | 0.0114 | 0.8950 | 0.9461 |
298
+ | No log | 7.9677 | 494 | 1.1097 | 0.0692 | 1.1097 | 1.0534 |
299
+ | No log | 8.0 | 496 | 1.1402 | 0.0666 | 1.1402 | 1.0678 |
300
+ | No log | 8.0323 | 498 | 1.0625 | -0.0069 | 1.0625 | 1.0308 |
301
+ | 0.2943 | 8.0645 | 500 | 0.9697 | -0.0291 | 0.9697 | 0.9847 |
302
+ | 0.2943 | 8.0968 | 502 | 0.9505 | 0.0272 | 0.9505 | 0.9749 |
303
+ | 0.2943 | 8.1290 | 504 | 0.9190 | -0.0616 | 0.9190 | 0.9586 |
304
+ | 0.2943 | 8.1613 | 506 | 0.9216 | -0.0601 | 0.9216 | 0.9600 |
305
+ | 0.2943 | 8.1935 | 508 | 1.0440 | 0.0098 | 1.0440 | 1.0218 |
306
+ | 0.2943 | 8.2258 | 510 | 1.0871 | -0.0149 | 1.0871 | 1.0427 |
307
+ | 0.2943 | 8.2581 | 512 | 1.0613 | 0.0098 | 1.0613 | 1.0302 |
308
+ | 0.2943 | 8.2903 | 514 | 0.9398 | -0.0481 | 0.9398 | 0.9694 |
309
+ | 0.2943 | 8.3226 | 516 | 0.9516 | 0.0140 | 0.9516 | 0.9755 |
310
+ | 0.2943 | 8.3548 | 518 | 0.9844 | 0.0810 | 0.9844 | 0.9921 |
311
+ | 0.2943 | 8.3871 | 520 | 0.9390 | -0.0192 | 0.9390 | 0.9690 |
312
+ | 0.2943 | 8.4194 | 522 | 0.9922 | -0.0395 | 0.9922 | 0.9961 |
313
+ | 0.2943 | 8.4516 | 524 | 1.0460 | 0.0342 | 1.0460 | 1.0227 |
314
+ | 0.2943 | 8.4839 | 526 | 0.9764 | -0.0395 | 0.9764 | 0.9881 |
315
+ | 0.2943 | 8.5161 | 528 | 0.9244 | -0.0313 | 0.9244 | 0.9614 |
316
+ | 0.2943 | 8.5484 | 530 | 0.9436 | -0.0498 | 0.9436 | 0.9714 |
317
+ | 0.2943 | 8.5806 | 532 | 1.0263 | -0.0013 | 1.0263 | 1.0130 |
318
+ | 0.2943 | 8.6129 | 534 | 1.0366 | 0.0006 | 1.0366 | 1.0182 |
319
+ | 0.2943 | 8.6452 | 536 | 0.9326 | -0.0530 | 0.9326 | 0.9657 |
320
+ | 0.2943 | 8.6774 | 538 | 0.8961 | 0.0426 | 0.8961 | 0.9466 |
321
+ | 0.2943 | 8.7097 | 540 | 0.9087 | 0.0393 | 0.9087 | 0.9532 |
322
+ | 0.2943 | 8.7419 | 542 | 0.9427 | -0.0361 | 0.9427 | 0.9709 |
323
+ | 0.2943 | 8.7742 | 544 | 0.9798 | -0.0222 | 0.9798 | 0.9898 |
324
+ | 0.2943 | 8.8065 | 546 | 0.9551 | -0.0601 | 0.9551 | 0.9773 |
325
+ | 0.2943 | 8.8387 | 548 | 0.9548 | -0.0137 | 0.9548 | 0.9771 |
326
+ | 0.2943 | 8.8710 | 550 | 0.9249 | -0.0543 | 0.9249 | 0.9617 |
327
+ | 0.2943 | 8.9032 | 552 | 0.8960 | -0.0941 | 0.8960 | 0.9466 |
328
+ | 0.2943 | 8.9355 | 554 | 0.8596 | -0.0806 | 0.8596 | 0.9271 |
329
+ | 0.2943 | 8.9677 | 556 | 0.8461 | -0.0026 | 0.8461 | 0.9198 |
330
+ | 0.2943 | 9.0 | 558 | 0.8231 | 0.1304 | 0.8231 | 0.9073 |
331
+ | 0.2943 | 9.0323 | 560 | 0.8313 | 0.1249 | 0.8313 | 0.9118 |
332
+ | 0.2943 | 9.0645 | 562 | 0.8573 | 0.1249 | 0.8573 | 0.9259 |
333
+ | 0.2943 | 9.0968 | 564 | 0.8880 | -0.0443 | 0.8880 | 0.9423 |
334
+ | 0.2943 | 9.1290 | 566 | 0.9468 | -0.0901 | 0.9468 | 0.9730 |
335
+ | 0.2943 | 9.1613 | 568 | 0.9618 | -0.0096 | 0.9618 | 0.9807 |
336
+ | 0.2943 | 9.1935 | 570 | 0.8986 | -0.0530 | 0.8986 | 0.9479 |
337
+ | 0.2943 | 9.2258 | 572 | 0.7976 | 0.1311 | 0.7976 | 0.8931 |
338
+ | 0.2943 | 9.2581 | 574 | 0.8004 | 0.1148 | 0.8004 | 0.8946 |
339
+ | 0.2943 | 9.2903 | 576 | 0.8237 | 0.1097 | 0.8237 | 0.9076 |
340
+ | 0.2943 | 9.3226 | 578 | 0.8013 | 0.1148 | 0.8013 | 0.8951 |
341
+ | 0.2943 | 9.3548 | 580 | 0.8073 | 0.1311 | 0.8073 | 0.8985 |
342
+ | 0.2943 | 9.3871 | 582 | 0.8381 | 0.0828 | 0.8381 | 0.9155 |
343
+ | 0.2943 | 9.4194 | 584 | 0.8953 | 0.0134 | 0.8953 | 0.9462 |
344
+ | 0.2943 | 9.4516 | 586 | 0.9246 | -0.0142 | 0.9246 | 0.9616 |
345
+ | 0.2943 | 9.4839 | 588 | 0.9250 | -0.0161 | 0.9250 | 0.9618 |
346
+ | 0.2943 | 9.5161 | 590 | 0.9086 | -0.0212 | 0.9086 | 0.9532 |
347
+ | 0.2943 | 9.5484 | 592 | 0.9222 | -0.0142 | 0.9222 | 0.9603 |
348
+ | 0.2943 | 9.5806 | 594 | 0.9192 | -0.0142 | 0.9192 | 0.9588 |
349
+ | 0.2943 | 9.6129 | 596 | 0.8720 | 0.0423 | 0.8720 | 0.9338 |
350
+ | 0.2943 | 9.6452 | 598 | 0.8575 | -0.0079 | 0.8575 | 0.9260 |
351
+ | 0.2943 | 9.6774 | 600 | 0.8875 | -0.0023 | 0.8875 | 0.9421 |
352
+ | 0.2943 | 9.7097 | 602 | 0.9765 | 0.0208 | 0.9765 | 0.9882 |
353
+ | 0.2943 | 9.7419 | 604 | 0.9902 | 0.0223 | 0.9902 | 0.9951 |
354
+ | 0.2943 | 9.7742 | 606 | 0.9549 | 0.0160 | 0.9549 | 0.9772 |
355
+ | 0.2943 | 9.8065 | 608 | 0.9153 | -0.0302 | 0.9153 | 0.9567 |
356
+ | 0.2943 | 9.8387 | 610 | 0.8731 | 0.0277 | 0.8731 | 0.9344 |
357
+ | 0.2943 | 9.8710 | 612 | 0.8717 | 0.0313 | 0.8717 | 0.9336 |
358
+ | 0.2943 | 9.9032 | 614 | 0.9055 | -0.0634 | 0.9055 | 0.9516 |
359
+ | 0.2943 | 9.9355 | 616 | 0.9767 | -0.0032 | 0.9767 | 0.9883 |
360
+ | 0.2943 | 9.9677 | 618 | 1.0347 | 0.0653 | 1.0347 | 1.0172 |
361
+ | 0.2943 | 10.0 | 620 | 0.9994 | -0.0013 | 0.9994 | 0.9997 |
362
+ | 0.2943 | 10.0323 | 622 | 0.9570 | -0.0053 | 0.9570 | 0.9783 |
363
+ | 0.2943 | 10.0645 | 624 | 0.8692 | 0.0377 | 0.8692 | 0.9323 |
364
+ | 0.2943 | 10.0968 | 626 | 0.8357 | 0.1141 | 0.8357 | 0.9142 |
365
+ | 0.2943 | 10.1290 | 628 | 0.8271 | 0.1298 | 0.8271 | 0.9095 |
366
+ | 0.2943 | 10.1613 | 630 | 0.8702 | -0.0277 | 0.8702 | 0.9328 |
367
+ | 0.2943 | 10.1935 | 632 | 0.8973 | -0.0167 | 0.8973 | 0.9472 |
368
+ | 0.2943 | 10.2258 | 634 | 0.8561 | -0.0723 | 0.8561 | 0.9252 |
369
+ | 0.2943 | 10.2581 | 636 | 0.8509 | 0.0025 | 0.8509 | 0.9224 |
370
+ | 0.2943 | 10.2903 | 638 | 0.8280 | -0.0054 | 0.8280 | 0.9099 |
371
+ | 0.2943 | 10.3226 | 640 | 0.8466 | 0.0723 | 0.8466 | 0.9201 |
372
+ | 0.2943 | 10.3548 | 642 | 0.8646 | 0.0650 | 0.8646 | 0.9298 |
373
+ | 0.2943 | 10.3871 | 644 | 0.8756 | -0.0121 | 0.8756 | 0.9357 |
374
+ | 0.2943 | 10.4194 | 646 | 0.9484 | -0.0161 | 0.9484 | 0.9739 |
375
+ | 0.2943 | 10.4516 | 648 | 0.9994 | 0.0282 | 0.9994 | 0.9997 |
376
+ | 0.2943 | 10.4839 | 650 | 0.9700 | 0.0329 | 0.9700 | 0.9849 |
377
+ | 0.2943 | 10.5161 | 652 | 0.8809 | 0.0255 | 0.8809 | 0.9386 |
378
+ | 0.2943 | 10.5484 | 654 | 0.8308 | -0.0257 | 0.8308 | 0.9115 |
379
+ | 0.2943 | 10.5806 | 656 | 0.7889 | 0.1395 | 0.7889 | 0.8882 |
380
+ | 0.2943 | 10.6129 | 658 | 0.7416 | 0.1379 | 0.7416 | 0.8612 |
381
+ | 0.2943 | 10.6452 | 660 | 0.7383 | 0.1379 | 0.7383 | 0.8593 |
382
+ | 0.2943 | 10.6774 | 662 | 0.7599 | 0.1856 | 0.7599 | 0.8717 |
383
+ | 0.2943 | 10.7097 | 664 | 0.8910 | 0.0271 | 0.8910 | 0.9439 |
384
+ | 0.2943 | 10.7419 | 666 | 0.9695 | 0.0402 | 0.9695 | 0.9846 |
385
+ | 0.2943 | 10.7742 | 668 | 0.8979 | -0.0123 | 0.8979 | 0.9476 |
386
+ | 0.2943 | 10.8065 | 670 | 0.8198 | 0.1815 | 0.8198 | 0.9054 |
387
+ | 0.2943 | 10.8387 | 672 | 0.8223 | 0.1769 | 0.8223 | 0.9068 |
388
+ | 0.2943 | 10.8710 | 674 | 0.8281 | 0.1769 | 0.8281 | 0.9100 |
389
+ | 0.2943 | 10.9032 | 676 | 0.8755 | 0.0159 | 0.8755 | 0.9357 |
390
+ | 0.2943 | 10.9355 | 678 | 0.8967 | -0.0123 | 0.8967 | 0.9470 |
391
+ | 0.2943 | 10.9677 | 680 | 0.8838 | -0.0123 | 0.8838 | 0.9401 |
392
+ | 0.2943 | 11.0 | 682 | 0.8259 | 0.1358 | 0.8259 | 0.9088 |
393
+ | 0.2943 | 11.0323 | 684 | 0.7907 | 0.0828 | 0.7907 | 0.8892 |
394
+ | 0.2943 | 11.0645 | 686 | 0.8218 | 0.0898 | 0.8218 | 0.9065 |
395
+ | 0.2943 | 11.0968 | 688 | 0.9379 | 0.0329 | 0.9379 | 0.9685 |
396
+ | 0.2943 | 11.1290 | 690 | 0.9677 | 0.0659 | 0.9677 | 0.9837 |
397
+ | 0.2943 | 11.1613 | 692 | 0.8615 | 0.0165 | 0.8615 | 0.9282 |
398
+ | 0.2943 | 11.1935 | 694 | 0.8119 | 0.0412 | 0.8119 | 0.9010 |
399
+ | 0.2943 | 11.2258 | 696 | 0.8163 | 0.0053 | 0.8163 | 0.9035 |
400
+ | 0.2943 | 11.2581 | 698 | 0.7991 | 0.0432 | 0.7991 | 0.8939 |
401
+ | 0.2943 | 11.2903 | 700 | 0.8076 | 0.0394 | 0.8076 | 0.8987 |
402
+ | 0.2943 | 11.3226 | 702 | 0.8530 | -0.0634 | 0.8530 | 0.9236 |
403
+ | 0.2943 | 11.3548 | 704 | 0.8526 | -0.1067 | 0.8526 | 0.9233 |
404
+ | 0.2943 | 11.3871 | 706 | 0.8217 | 0.1298 | 0.8217 | 0.9065 |
405
+ | 0.2943 | 11.4194 | 708 | 0.7909 | 0.1304 | 0.7909 | 0.8893 |
406
+ | 0.2943 | 11.4516 | 710 | 0.7805 | 0.1304 | 0.7805 | 0.8835 |
407
+ | 0.2943 | 11.4839 | 712 | 0.7917 | 0.1362 | 0.7917 | 0.8898 |
408
+ | 0.2943 | 11.5161 | 714 | 0.8669 | -0.0148 | 0.8669 | 0.9311 |
409
+ | 0.2943 | 11.5484 | 716 | 0.8583 | -0.0220 | 0.8583 | 0.9264 |
410
+ | 0.2943 | 11.5806 | 718 | 0.8189 | 0.1304 | 0.8189 | 0.9049 |
411
+ | 0.2943 | 11.6129 | 720 | 0.8360 | 0.1599 | 0.8360 | 0.9143 |
412
+ | 0.2943 | 11.6452 | 722 | 0.8415 | 0.1599 | 0.8415 | 0.9173 |
413
+ | 0.2943 | 11.6774 | 724 | 0.8136 | 0.1304 | 0.8136 | 0.9020 |
414
+ | 0.2943 | 11.7097 | 726 | 0.8427 | -0.0307 | 0.8427 | 0.9180 |
415
+ | 0.2943 | 11.7419 | 728 | 0.8158 | 0.1362 | 0.8158 | 0.9032 |
416
+ | 0.2943 | 11.7742 | 730 | 0.8166 | 0.1304 | 0.8166 | 0.9037 |
417
+ | 0.2943 | 11.8065 | 732 | 0.8471 | 0.1304 | 0.8471 | 0.9204 |
418
+ | 0.2943 | 11.8387 | 734 | 0.8924 | 0.1049 | 0.8924 | 0.9447 |
419
+ | 0.2943 | 11.8710 | 736 | 0.9011 | 0.1049 | 0.9011 | 0.9492 |
420
+ | 0.2943 | 11.9032 | 738 | 0.9261 | 0.0748 | 0.9261 | 0.9623 |
421
+ | 0.2943 | 11.9355 | 740 | 0.9441 | -0.0549 | 0.9441 | 0.9716 |
422
+ | 0.2943 | 11.9677 | 742 | 0.9224 | -0.0161 | 0.9224 | 0.9604 |
423
+ | 0.2943 | 12.0 | 744 | 0.8674 | 0.0783 | 0.8674 | 0.9314 |
424
+ | 0.2943 | 12.0323 | 746 | 0.8571 | 0.0660 | 0.8571 | 0.9258 |
425
+ | 0.2943 | 12.0645 | 748 | 0.8296 | 0.0723 | 0.8296 | 0.9108 |
426
+ | 0.2943 | 12.0968 | 750 | 0.8020 | 0.1304 | 0.8020 | 0.8955 |
427
+ | 0.2943 | 12.1290 | 752 | 0.8759 | -0.0530 | 0.8759 | 0.9359 |
428
+ | 0.2943 | 12.1613 | 754 | 0.9180 | 0.0277 | 0.9180 | 0.9581 |
429
+ | 0.2943 | 12.1935 | 756 | 0.8941 | -0.0074 | 0.8941 | 0.9456 |
430
+ | 0.2943 | 12.2258 | 758 | 0.8081 | 0.1362 | 0.8081 | 0.8990 |
431
+ | 0.2943 | 12.2581 | 760 | 0.7888 | 0.1362 | 0.7888 | 0.8881 |
432
+ | 0.2943 | 12.2903 | 762 | 0.8048 | 0.1362 | 0.8048 | 0.8971 |
433
+ | 0.2943 | 12.3226 | 764 | 0.8509 | -0.0672 | 0.8509 | 0.9224 |
434
+ | 0.2943 | 12.3548 | 766 | 0.8625 | -0.0634 | 0.8625 | 0.9287 |
435
+ | 0.2943 | 12.3871 | 768 | 0.8579 | -0.0339 | 0.8579 | 0.9262 |
436
+ | 0.2943 | 12.4194 | 770 | 0.8411 | 0.1304 | 0.8411 | 0.9171 |
437
+ | 0.2943 | 12.4516 | 772 | 0.8344 | 0.0723 | 0.8344 | 0.9135 |
438
+ | 0.2943 | 12.4839 | 774 | 0.8275 | 0.0723 | 0.8275 | 0.9097 |
439
+ | 0.2943 | 12.5161 | 776 | 0.8442 | -0.0500 | 0.8442 | 0.9188 |
440
+ | 0.2943 | 12.5484 | 778 | 0.8866 | -0.1021 | 0.8866 | 0.9416 |
441
+ | 0.2943 | 12.5806 | 780 | 0.9262 | -0.0854 | 0.9262 | 0.9624 |
442
+ | 0.2943 | 12.6129 | 782 | 0.9394 | -0.0833 | 0.9394 | 0.9692 |
443
+ | 0.2943 | 12.6452 | 784 | 0.8981 | -0.0623 | 0.8981 | 0.9477 |
444
 
445
 
446
  ### Framework versions