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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task7_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: 0.6263
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- - Qwk: 0.3889
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- - Mse: 0.6263
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- - Rmse: 0.7914
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  ## Model description
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@@ -49,375 +49,266 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0476 | 2 | 2.5628 | -0.1089 | 2.5628 | 1.6009 |
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- | No log | 0.0952 | 4 | 1.2647 | 0.0721 | 1.2647 | 1.1246 |
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- | No log | 0.1429 | 6 | 1.1059 | -0.1408 | 1.1059 | 1.0516 |
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- | No log | 0.1905 | 8 | 1.4371 | -0.2040 | 1.4371 | 1.1988 |
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- | No log | 0.2381 | 10 | 1.0996 | -0.1565 | 1.0996 | 1.0486 |
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- | No log | 0.2857 | 12 | 0.9126 | -0.0007 | 0.9126 | 0.9553 |
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- | No log | 0.3333 | 14 | 0.7634 | 0.0608 | 0.7634 | 0.8738 |
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- | No log | 0.3810 | 16 | 0.7347 | 0.0840 | 0.7347 | 0.8572 |
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- | No log | 0.4286 | 18 | 0.7772 | 0.0937 | 0.7772 | 0.8816 |
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- | No log | 0.4762 | 20 | 0.7963 | 0.0940 | 0.7963 | 0.8924 |
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- | No log | 0.5238 | 22 | 0.8964 | 0.2132 | 0.8964 | 0.9468 |
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- | No log | 0.5714 | 24 | 0.9041 | 0.2804 | 0.9041 | 0.9509 |
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- | No log | 0.6190 | 26 | 0.7743 | 0.1770 | 0.7743 | 0.8800 |
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- | No log | 0.6667 | 28 | 0.7363 | 0.0481 | 0.7363 | 0.8581 |
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- | No log | 0.7143 | 30 | 0.7420 | 0.0 | 0.7420 | 0.8614 |
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- | No log | 0.7619 | 32 | 0.7648 | 0.0 | 0.7648 | 0.8745 |
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- | No log | 0.8095 | 34 | 0.7644 | 0.0 | 0.7644 | 0.8743 |
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- | No log | 0.8571 | 36 | 0.7296 | 0.0 | 0.7296 | 0.8542 |
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- | No log | 0.9048 | 38 | 0.7322 | 0.0 | 0.7322 | 0.8557 |
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- | No log | 0.9524 | 40 | 0.7884 | 0.0481 | 0.7884 | 0.8879 |
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- | No log | 1.0 | 42 | 0.8270 | 0.0495 | 0.8270 | 0.9094 |
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- | No log | 1.0476 | 44 | 0.8787 | 0.1358 | 0.8787 | 0.9374 |
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- | No log | 1.0952 | 46 | 0.8671 | 0.0940 | 0.8671 | 0.9312 |
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- | No log | 1.1429 | 48 | 0.9694 | 0.1345 | 0.9694 | 0.9846 |
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- | No log | 1.1905 | 50 | 1.0116 | 0.2408 | 1.0116 | 1.0058 |
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- | No log | 1.2381 | 52 | 1.0432 | 0.2008 | 1.0432 | 1.0214 |
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- | No log | 1.2857 | 54 | 1.1335 | 0.1797 | 1.1335 | 1.0647 |
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- | No log | 1.3333 | 56 | 1.1102 | 0.2581 | 1.1102 | 1.0537 |
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- | No log | 1.3810 | 58 | 0.9712 | 0.1685 | 0.9712 | 0.9855 |
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- | No log | 1.4286 | 60 | 0.8138 | 0.1786 | 0.8138 | 0.9021 |
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- | No log | 1.4762 | 62 | 0.6953 | 0.0 | 0.6953 | 0.8339 |
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- | No log | 1.5238 | 64 | 0.7058 | 0.0798 | 0.7058 | 0.8401 |
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- | No log | 1.5714 | 66 | 0.7413 | 0.1922 | 0.7413 | 0.8610 |
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- | No log | 1.6190 | 68 | 0.7379 | 0.2336 | 0.7379 | 0.8590 |
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- | No log | 1.6667 | 70 | 0.7254 | 0.1187 | 0.7254 | 0.8517 |
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- | No log | 1.7143 | 72 | 0.7272 | -0.0027 | 0.7272 | 0.8528 |
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- | No log | 1.7619 | 74 | 0.7360 | 0.0393 | 0.7360 | 0.8579 |
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- | No log | 1.8095 | 76 | 0.7251 | 0.0798 | 0.7251 | 0.8515 |
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- | No log | 1.8571 | 78 | 0.7372 | 0.1184 | 0.7372 | 0.8586 |
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- | No log | 1.9048 | 80 | 0.7301 | 0.0804 | 0.7301 | 0.8545 |
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- | No log | 1.9524 | 82 | 0.8203 | 0.1315 | 0.8203 | 0.9057 |
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- | No log | 2.0 | 84 | 0.8860 | 0.0947 | 0.8860 | 0.9413 |
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- | No log | 2.0476 | 86 | 1.0185 | 0.1869 | 1.0185 | 1.0092 |
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- | No log | 2.0952 | 88 | 1.0571 | 0.2374 | 1.0571 | 1.0281 |
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- | No log | 2.1429 | 90 | 0.9870 | 0.2844 | 0.9870 | 0.9935 |
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- | No log | 2.1905 | 92 | 0.7796 | 0.0902 | 0.7796 | 0.8829 |
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- | No log | 2.2381 | 94 | 0.6831 | 0.2002 | 0.6831 | 0.8265 |
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- | No log | 2.2857 | 96 | 0.6584 | 0.2345 | 0.6584 | 0.8114 |
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- | No log | 2.3333 | 98 | 0.6438 | 0.0804 | 0.6438 | 0.8024 |
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- | No log | 2.3810 | 100 | 0.6052 | 0.2751 | 0.6052 | 0.7779 |
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- | No log | 2.4286 | 102 | 0.5928 | 0.3084 | 0.5928 | 0.7700 |
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- | No log | 2.4762 | 104 | 0.5994 | 0.3437 | 0.5994 | 0.7742 |
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- | No log | 2.5238 | 106 | 0.6197 | 0.2345 | 0.6197 | 0.7872 |
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- | No log | 2.5714 | 108 | 0.7158 | 0.2706 | 0.7158 | 0.8461 |
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- | No log | 2.6190 | 110 | 0.7524 | 0.3643 | 0.7524 | 0.8674 |
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- | No log | 2.6667 | 112 | 0.7020 | 0.3343 | 0.7020 | 0.8379 |
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- | No log | 2.7143 | 114 | 0.6431 | 0.3590 | 0.6431 | 0.8019 |
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- | No log | 2.7619 | 116 | 0.6260 | 0.3967 | 0.6260 | 0.7912 |
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- | No log | 2.8095 | 118 | 0.6301 | 0.3967 | 0.6301 | 0.7938 |
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- | No log | 2.8571 | 120 | 0.5884 | 0.3072 | 0.5884 | 0.7671 |
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- | No log | 2.9048 | 122 | 0.5912 | 0.2748 | 0.5912 | 0.7689 |
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- | No log | 2.9524 | 124 | 0.6493 | 0.3691 | 0.6493 | 0.8058 |
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- | No log | 3.0 | 126 | 0.8910 | 0.4063 | 0.8910 | 0.9439 |
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- | No log | 3.0476 | 128 | 1.0719 | 0.1686 | 1.0719 | 1.0353 |
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- | No log | 3.0952 | 130 | 1.0368 | 0.2214 | 1.0368 | 1.0183 |
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- | No log | 3.1429 | 132 | 0.8374 | 0.3739 | 0.8374 | 0.9151 |
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- | No log | 3.1905 | 134 | 0.7392 | 0.4163 | 0.7392 | 0.8598 |
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- | No log | 3.2381 | 136 | 0.7215 | 0.3590 | 0.7215 | 0.8494 |
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- | No log | 3.2857 | 138 | 0.7031 | 0.3331 | 0.7031 | 0.8385 |
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- | No log | 3.3333 | 140 | 0.6458 | 0.2412 | 0.6458 | 0.8036 |
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- | No log | 3.3810 | 142 | 0.6460 | 0.2748 | 0.6460 | 0.8037 |
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- | No log | 3.4286 | 144 | 0.6547 | 0.2748 | 0.6547 | 0.8091 |
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- | No log | 3.4762 | 146 | 0.6672 | 0.3396 | 0.6672 | 0.8168 |
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- | No log | 3.5238 | 148 | 0.6709 | 0.2973 | 0.6709 | 0.8191 |
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- | No log | 3.5714 | 150 | 0.6856 | 0.2414 | 0.6856 | 0.8280 |
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- | No log | 3.6190 | 152 | 0.6855 | 0.2414 | 0.6855 | 0.8280 |
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- | No log | 3.6667 | 154 | 0.6777 | 0.2327 | 0.6777 | 0.8232 |
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- | No log | 3.7143 | 156 | 0.7103 | 0.2290 | 0.7103 | 0.8428 |
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- | No log | 3.7619 | 158 | 0.8501 | 0.3299 | 0.8501 | 0.9220 |
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- | No log | 3.8095 | 160 | 0.9220 | 0.2557 | 0.9220 | 0.9602 |
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- | No log | 3.8571 | 162 | 0.8728 | 0.2672 | 0.8728 | 0.9342 |
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- | No log | 3.9048 | 164 | 0.7338 | 0.3031 | 0.7338 | 0.8566 |
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- | No log | 3.9524 | 166 | 0.6070 | 0.4561 | 0.6070 | 0.7791 |
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- | No log | 4.0 | 168 | 0.5660 | 0.3947 | 0.5660 | 0.7523 |
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- | No log | 4.0476 | 170 | 0.5622 | 0.4338 | 0.5622 | 0.7498 |
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- | No log | 4.0952 | 172 | 0.6193 | 0.4589 | 0.6193 | 0.7869 |
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- | No log | 4.1429 | 174 | 0.7897 | 0.3804 | 0.7897 | 0.8887 |
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- | No log | 4.1905 | 176 | 0.8206 | 0.3870 | 0.8206 | 0.9059 |
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- | No log | 4.2381 | 178 | 0.7911 | 0.3323 | 0.7911 | 0.8894 |
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- | No log | 4.2857 | 180 | 0.7443 | 0.3215 | 0.7443 | 0.8627 |
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- | No log | 4.3333 | 182 | 0.7336 | 0.3251 | 0.7336 | 0.8565 |
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- | No log | 4.3810 | 184 | 0.7305 | 0.3289 | 0.7305 | 0.8547 |
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- | No log | 4.4286 | 186 | 0.6934 | 0.4037 | 0.6934 | 0.8327 |
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- | No log | 4.4762 | 188 | 0.6641 | 0.4507 | 0.6641 | 0.8149 |
146
- | No log | 4.5238 | 190 | 0.6401 | 0.3442 | 0.6401 | 0.8001 |
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- | No log | 4.5714 | 192 | 0.6480 | 0.3787 | 0.6480 | 0.8050 |
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- | No log | 4.6190 | 194 | 0.6691 | 0.4013 | 0.6691 | 0.8180 |
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- | No log | 4.6667 | 196 | 0.6589 | 0.4036 | 0.6589 | 0.8117 |
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- | No log | 4.7143 | 198 | 0.7017 | 0.3914 | 0.7017 | 0.8377 |
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- | No log | 4.7619 | 200 | 0.7251 | 0.4260 | 0.7251 | 0.8515 |
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- | No log | 4.8095 | 202 | 0.6841 | 0.4125 | 0.6841 | 0.8271 |
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- | No log | 4.8571 | 204 | 0.6802 | 0.4717 | 0.6802 | 0.8247 |
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- | No log | 4.9048 | 206 | 0.7371 | 0.4463 | 0.7371 | 0.8586 |
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- | No log | 4.9524 | 208 | 0.7783 | 0.3807 | 0.7783 | 0.8822 |
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- | No log | 5.0 | 210 | 0.7485 | 0.4429 | 0.7485 | 0.8651 |
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- | No log | 5.0476 | 212 | 0.7668 | 0.3849 | 0.7668 | 0.8757 |
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- | No log | 5.0952 | 214 | 0.7054 | 0.4551 | 0.7054 | 0.8399 |
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- | No log | 5.1429 | 216 | 0.6910 | 0.4551 | 0.6910 | 0.8312 |
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- | No log | 5.1905 | 218 | 0.7153 | 0.4290 | 0.7153 | 0.8457 |
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- | No log | 5.2381 | 220 | 0.7227 | 0.4219 | 0.7227 | 0.8501 |
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- | No log | 5.2857 | 222 | 0.8273 | 0.3933 | 0.8273 | 0.9096 |
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- | No log | 5.3333 | 224 | 0.8090 | 0.4092 | 0.8090 | 0.8994 |
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- | No log | 5.3810 | 226 | 0.7050 | 0.3899 | 0.7050 | 0.8397 |
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- | No log | 5.4286 | 228 | 0.6028 | 0.4698 | 0.6028 | 0.7764 |
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- | No log | 5.4762 | 230 | 0.5696 | 0.3859 | 0.5696 | 0.7547 |
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- | No log | 5.5238 | 232 | 0.5976 | 0.3910 | 0.5976 | 0.7731 |
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- | No log | 5.5714 | 234 | 0.5892 | 0.4864 | 0.5892 | 0.7676 |
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- | No log | 5.6190 | 236 | 0.5812 | 0.4107 | 0.5812 | 0.7624 |
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- | No log | 5.6667 | 238 | 0.6139 | 0.5657 | 0.6139 | 0.7835 |
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- | No log | 5.7143 | 240 | 0.6320 | 0.5748 | 0.6320 | 0.7950 |
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- | No log | 5.7619 | 242 | 0.6344 | 0.5373 | 0.6344 | 0.7965 |
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- | No log | 5.8095 | 244 | 0.6077 | 0.5449 | 0.6077 | 0.7796 |
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- | No log | 5.8571 | 246 | 0.5934 | 0.4938 | 0.5934 | 0.7703 |
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- | No log | 5.9048 | 248 | 0.6036 | 0.5449 | 0.6036 | 0.7769 |
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- | No log | 5.9524 | 250 | 0.5888 | 0.5283 | 0.5888 | 0.7673 |
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- | No log | 6.0 | 252 | 0.5727 | 0.4527 | 0.5727 | 0.7568 |
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- | No log | 6.0476 | 254 | 0.5627 | 0.4885 | 0.5627 | 0.7501 |
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- | No log | 6.0952 | 256 | 0.5692 | 0.4620 | 0.5692 | 0.7545 |
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- | No log | 6.1429 | 258 | 0.5679 | 0.5475 | 0.5679 | 0.7536 |
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- | No log | 6.1905 | 260 | 0.5658 | 0.4970 | 0.5658 | 0.7522 |
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- | No log | 6.2381 | 262 | 0.5939 | 0.4514 | 0.5939 | 0.7706 |
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- | No log | 6.2857 | 264 | 0.6029 | 0.4124 | 0.6029 | 0.7764 |
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- | No log | 6.3333 | 266 | 0.5909 | 0.4547 | 0.5909 | 0.7687 |
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- | No log | 6.3810 | 268 | 0.6076 | 0.4561 | 0.6076 | 0.7795 |
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- | No log | 6.4286 | 270 | 0.6147 | 0.4788 | 0.6147 | 0.7840 |
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- | No log | 6.4762 | 272 | 0.5916 | 0.4970 | 0.5916 | 0.7692 |
188
- | No log | 6.5238 | 274 | 0.5838 | 0.4613 | 0.5838 | 0.7641 |
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- | No log | 6.5714 | 276 | 0.5775 | 0.4637 | 0.5775 | 0.7600 |
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- | No log | 6.6190 | 278 | 0.6151 | 0.6027 | 0.6151 | 0.7843 |
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- | No log | 6.6667 | 280 | 0.6946 | 0.5528 | 0.6946 | 0.8334 |
192
- | No log | 6.7143 | 282 | 0.7851 | 0.3933 | 0.7851 | 0.8861 |
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- | No log | 6.7619 | 284 | 0.7521 | 0.4346 | 0.7521 | 0.8673 |
194
- | No log | 6.8095 | 286 | 0.6415 | 0.5184 | 0.6415 | 0.8009 |
195
- | No log | 6.8571 | 288 | 0.5751 | 0.5152 | 0.5751 | 0.7583 |
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- | No log | 6.9048 | 290 | 0.5757 | 0.5061 | 0.5757 | 0.7587 |
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- | No log | 6.9524 | 292 | 0.5854 | 0.5877 | 0.5854 | 0.7651 |
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- | No log | 7.0 | 294 | 0.6099 | 0.5368 | 0.6099 | 0.7810 |
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- | No log | 7.0476 | 296 | 0.5838 | 0.5781 | 0.5838 | 0.7640 |
200
- | No log | 7.0952 | 298 | 0.5762 | 0.4953 | 0.5762 | 0.7591 |
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- | No log | 7.1429 | 300 | 0.5851 | 0.4984 | 0.5851 | 0.7649 |
202
- | No log | 7.1905 | 302 | 0.6419 | 0.4464 | 0.6419 | 0.8012 |
203
- | No log | 7.2381 | 304 | 0.6471 | 0.4093 | 0.6471 | 0.8044 |
204
- | No log | 7.2857 | 306 | 0.6232 | 0.4356 | 0.6232 | 0.7894 |
205
- | No log | 7.3333 | 308 | 0.5963 | 0.4991 | 0.5963 | 0.7722 |
206
- | No log | 7.3810 | 310 | 0.6048 | 0.5479 | 0.6048 | 0.7777 |
207
- | No log | 7.4286 | 312 | 0.5933 | 0.4928 | 0.5933 | 0.7703 |
208
- | No log | 7.4762 | 314 | 0.5906 | 0.4985 | 0.5906 | 0.7685 |
209
- | No log | 7.5238 | 316 | 0.5886 | 0.5632 | 0.5886 | 0.7672 |
210
- | No log | 7.5714 | 318 | 0.5819 | 0.5428 | 0.5819 | 0.7628 |
211
- | No log | 7.6190 | 320 | 0.5764 | 0.4806 | 0.5764 | 0.7592 |
212
- | No log | 7.6667 | 322 | 0.6268 | 0.4783 | 0.6268 | 0.7917 |
213
- | No log | 7.7143 | 324 | 0.6385 | 0.4952 | 0.6385 | 0.7990 |
214
- | No log | 7.7619 | 326 | 0.7059 | 0.4463 | 0.7059 | 0.8402 |
215
- | No log | 7.8095 | 328 | 0.6967 | 0.4410 | 0.6967 | 0.8347 |
216
- | No log | 7.8571 | 330 | 0.6197 | 0.4367 | 0.6197 | 0.7872 |
217
- | No log | 7.9048 | 332 | 0.6051 | 0.4451 | 0.6051 | 0.7779 |
218
- | No log | 7.9524 | 334 | 0.6122 | 0.4874 | 0.6122 | 0.7824 |
219
- | No log | 8.0 | 336 | 0.6318 | 0.4127 | 0.6318 | 0.7949 |
220
- | No log | 8.0476 | 338 | 0.6667 | 0.4349 | 0.6667 | 0.8165 |
221
- | No log | 8.0952 | 340 | 0.6481 | 0.4349 | 0.6481 | 0.8050 |
222
- | No log | 8.1429 | 342 | 0.6321 | 0.4555 | 0.6321 | 0.7950 |
223
- | No log | 8.1905 | 344 | 0.6261 | 0.4776 | 0.6261 | 0.7912 |
224
- | No log | 8.2381 | 346 | 0.6222 | 0.4771 | 0.6222 | 0.7888 |
225
- | No log | 8.2857 | 348 | 0.6282 | 0.4640 | 0.6282 | 0.7926 |
226
- | No log | 8.3333 | 350 | 0.6561 | 0.4148 | 0.6561 | 0.8100 |
227
- | No log | 8.3810 | 352 | 0.6837 | 0.4858 | 0.6837 | 0.8269 |
228
- | No log | 8.4286 | 354 | 0.6459 | 0.4225 | 0.6459 | 0.8037 |
229
- | No log | 8.4762 | 356 | 0.6463 | 0.5037 | 0.6463 | 0.8039 |
230
- | No log | 8.5238 | 358 | 0.6609 | 0.4924 | 0.6609 | 0.8129 |
231
- | No log | 8.5714 | 360 | 0.6597 | 0.4985 | 0.6597 | 0.8122 |
232
- | No log | 8.6190 | 362 | 0.6575 | 0.4743 | 0.6575 | 0.8109 |
233
- | No log | 8.6667 | 364 | 0.6653 | 0.5034 | 0.6653 | 0.8156 |
234
- | No log | 8.7143 | 366 | 0.6592 | 0.4966 | 0.6592 | 0.8119 |
235
- | No log | 8.7619 | 368 | 0.6844 | 0.4864 | 0.6844 | 0.8273 |
236
- | No log | 8.8095 | 370 | 0.6791 | 0.5032 | 0.6791 | 0.8241 |
237
- | No log | 8.8571 | 372 | 0.6472 | 0.5632 | 0.6472 | 0.8045 |
238
- | No log | 8.9048 | 374 | 0.6655 | 0.5032 | 0.6655 | 0.8158 |
239
- | No log | 8.9524 | 376 | 0.7028 | 0.5093 | 0.7028 | 0.8383 |
240
- | No log | 9.0 | 378 | 0.6802 | 0.5428 | 0.6802 | 0.8247 |
241
- | No log | 9.0476 | 380 | 0.6559 | 0.4972 | 0.6559 | 0.8099 |
242
- | No log | 9.0952 | 382 | 0.6596 | 0.5344 | 0.6596 | 0.8122 |
243
- | No log | 9.1429 | 384 | 0.7174 | 0.4625 | 0.7174 | 0.8470 |
244
- | No log | 9.1905 | 386 | 0.7235 | 0.4093 | 0.7235 | 0.8506 |
245
- | No log | 9.2381 | 388 | 0.6896 | 0.4352 | 0.6896 | 0.8304 |
246
- | No log | 9.2857 | 390 | 0.6835 | 0.4618 | 0.6835 | 0.8267 |
247
- | No log | 9.3333 | 392 | 0.6703 | 0.5289 | 0.6703 | 0.8187 |
248
- | No log | 9.3810 | 394 | 0.6911 | 0.4562 | 0.6911 | 0.8313 |
249
- | No log | 9.4286 | 396 | 0.6519 | 0.5159 | 0.6519 | 0.8074 |
250
- | No log | 9.4762 | 398 | 0.6720 | 0.3128 | 0.6720 | 0.8198 |
251
- | No log | 9.5238 | 400 | 0.6780 | 0.4066 | 0.6780 | 0.8234 |
252
- | No log | 9.5714 | 402 | 0.6421 | 0.5195 | 0.6421 | 0.8013 |
253
- | No log | 9.6190 | 404 | 0.6636 | 0.5109 | 0.6636 | 0.8146 |
254
- | No log | 9.6667 | 406 | 0.6950 | 0.5014 | 0.6950 | 0.8336 |
255
- | No log | 9.7143 | 408 | 0.6557 | 0.4819 | 0.6557 | 0.8098 |
256
- | No log | 9.7619 | 410 | 0.6366 | 0.4484 | 0.6366 | 0.7978 |
257
- | No log | 9.8095 | 412 | 0.6620 | 0.3470 | 0.6620 | 0.8136 |
258
- | No log | 9.8571 | 414 | 0.6731 | 0.3470 | 0.6731 | 0.8204 |
259
- | No log | 9.9048 | 416 | 0.6312 | 0.4092 | 0.6312 | 0.7945 |
260
- | No log | 9.9524 | 418 | 0.6053 | 0.4547 | 0.6053 | 0.7780 |
261
- | No log | 10.0 | 420 | 0.6020 | 0.4949 | 0.6020 | 0.7759 |
262
- | No log | 10.0476 | 422 | 0.5912 | 0.4953 | 0.5912 | 0.7689 |
263
- | No log | 10.0952 | 424 | 0.5873 | 0.4820 | 0.5873 | 0.7664 |
264
- | No log | 10.1429 | 426 | 0.6069 | 0.4717 | 0.6069 | 0.7791 |
265
- | No log | 10.1905 | 428 | 0.6390 | 0.4931 | 0.6390 | 0.7994 |
266
- | No log | 10.2381 | 430 | 0.6196 | 0.4960 | 0.6196 | 0.7871 |
267
- | No log | 10.2857 | 432 | 0.6086 | 0.4717 | 0.6086 | 0.7801 |
268
- | No log | 10.3333 | 434 | 0.5933 | 0.4637 | 0.5933 | 0.7702 |
269
- | No log | 10.3810 | 436 | 0.6223 | 0.5437 | 0.6223 | 0.7888 |
270
- | No log | 10.4286 | 438 | 0.6306 | 0.4788 | 0.6306 | 0.7941 |
271
- | No log | 10.4762 | 440 | 0.6188 | 0.4895 | 0.6188 | 0.7867 |
272
- | No log | 10.5238 | 442 | 0.6100 | 0.4919 | 0.6100 | 0.7810 |
273
- | No log | 10.5714 | 444 | 0.6053 | 0.4919 | 0.6053 | 0.7780 |
274
- | No log | 10.6190 | 446 | 0.6133 | 0.4919 | 0.6133 | 0.7831 |
275
- | No log | 10.6667 | 448 | 0.6677 | 0.4282 | 0.6677 | 0.8171 |
276
- | No log | 10.7143 | 450 | 0.6763 | 0.4134 | 0.6763 | 0.8224 |
277
- | No log | 10.7619 | 452 | 0.6313 | 0.4292 | 0.6313 | 0.7946 |
278
- | No log | 10.8095 | 454 | 0.5939 | 0.4705 | 0.5939 | 0.7706 |
279
- | No log | 10.8571 | 456 | 0.5652 | 0.4970 | 0.5652 | 0.7518 |
280
- | No log | 10.9048 | 458 | 0.5696 | 0.4970 | 0.5696 | 0.7547 |
281
- | No log | 10.9524 | 460 | 0.5782 | 0.5101 | 0.5782 | 0.7604 |
282
- | No log | 11.0 | 462 | 0.6120 | 0.4182 | 0.6120 | 0.7823 |
283
- | No log | 11.0476 | 464 | 0.6355 | 0.3763 | 0.6355 | 0.7972 |
284
- | No log | 11.0952 | 466 | 0.6073 | 0.4354 | 0.6073 | 0.7793 |
285
- | No log | 11.1429 | 468 | 0.5941 | 0.5142 | 0.5941 | 0.7708 |
286
- | No log | 11.1905 | 470 | 0.6291 | 0.3590 | 0.6291 | 0.7932 |
287
- | No log | 11.2381 | 472 | 0.6533 | 0.2891 | 0.6533 | 0.8082 |
288
- | No log | 11.2857 | 474 | 0.6237 | 0.4059 | 0.6237 | 0.7898 |
289
- | No log | 11.3333 | 476 | 0.5915 | 0.4918 | 0.5915 | 0.7691 |
290
- | No log | 11.3810 | 478 | 0.5721 | 0.4575 | 0.5721 | 0.7564 |
291
- | No log | 11.4286 | 480 | 0.5657 | 0.4738 | 0.5657 | 0.7521 |
292
- | No log | 11.4762 | 482 | 0.5647 | 0.5075 | 0.5647 | 0.7514 |
293
- | No log | 11.5238 | 484 | 0.5919 | 0.5339 | 0.5919 | 0.7694 |
294
- | No log | 11.5714 | 486 | 0.6317 | 0.4355 | 0.6317 | 0.7948 |
295
- | No log | 11.6190 | 488 | 0.6144 | 0.4548 | 0.6144 | 0.7839 |
296
- | No log | 11.6667 | 490 | 0.5921 | 0.4809 | 0.5921 | 0.7695 |
297
- | No log | 11.7143 | 492 | 0.6436 | 0.4774 | 0.6436 | 0.8023 |
298
- | No log | 11.7619 | 494 | 0.7130 | 0.3544 | 0.7130 | 0.8444 |
299
- | No log | 11.8095 | 496 | 0.6931 | 0.3866 | 0.6931 | 0.8325 |
300
- | No log | 11.8571 | 498 | 0.6538 | 0.4354 | 0.6538 | 0.8086 |
301
- | 0.3535 | 11.9048 | 500 | 0.6519 | 0.4068 | 0.6519 | 0.8074 |
302
- | 0.3535 | 11.9524 | 502 | 0.6655 | 0.3659 | 0.6655 | 0.8158 |
303
- | 0.3535 | 12.0 | 504 | 0.6372 | 0.5160 | 0.6372 | 0.7983 |
304
- | 0.3535 | 12.0476 | 506 | 0.6199 | 0.5273 | 0.6199 | 0.7873 |
305
- | 0.3535 | 12.0952 | 508 | 0.6326 | 0.5256 | 0.6326 | 0.7954 |
306
- | 0.3535 | 12.1429 | 510 | 0.6323 | 0.5032 | 0.6323 | 0.7951 |
307
- | 0.3535 | 12.1905 | 512 | 0.6156 | 0.5034 | 0.6156 | 0.7846 |
308
- | 0.3535 | 12.2381 | 514 | 0.6003 | 0.5076 | 0.6003 | 0.7748 |
309
- | 0.3535 | 12.2857 | 516 | 0.5980 | 0.4703 | 0.5980 | 0.7733 |
310
- | 0.3535 | 12.3333 | 518 | 0.5943 | 0.5286 | 0.5943 | 0.7709 |
311
- | 0.3535 | 12.3810 | 520 | 0.5865 | 0.5605 | 0.5865 | 0.7658 |
312
- | 0.3535 | 12.4286 | 522 | 0.5793 | 0.5605 | 0.5793 | 0.7611 |
313
- | 0.3535 | 12.4762 | 524 | 0.5762 | 0.5321 | 0.5762 | 0.7591 |
314
- | 0.3535 | 12.5238 | 526 | 0.6070 | 0.4161 | 0.6070 | 0.7791 |
315
- | 0.3535 | 12.5714 | 528 | 0.6115 | 0.4161 | 0.6115 | 0.7820 |
316
- | 0.3535 | 12.6190 | 530 | 0.5818 | 0.4427 | 0.5818 | 0.7627 |
317
- | 0.3535 | 12.6667 | 532 | 0.5666 | 0.5463 | 0.5666 | 0.7527 |
318
- | 0.3535 | 12.7143 | 534 | 0.5685 | 0.5681 | 0.5685 | 0.7540 |
319
- | 0.3535 | 12.7619 | 536 | 0.6102 | 0.4888 | 0.6102 | 0.7812 |
320
- | 0.3535 | 12.8095 | 538 | 0.6242 | 0.4888 | 0.6242 | 0.7901 |
321
- | 0.3535 | 12.8571 | 540 | 0.6003 | 0.5151 | 0.6003 | 0.7748 |
322
- | 0.3535 | 12.9048 | 542 | 0.5811 | 0.5765 | 0.5811 | 0.7623 |
323
- | 0.3535 | 12.9524 | 544 | 0.5921 | 0.4656 | 0.5921 | 0.7695 |
324
- | 0.3535 | 13.0 | 546 | 0.5802 | 0.4656 | 0.5802 | 0.7617 |
325
- | 0.3535 | 13.0476 | 548 | 0.5846 | 0.4918 | 0.5846 | 0.7646 |
326
- | 0.3535 | 13.0952 | 550 | 0.5678 | 0.5853 | 0.5678 | 0.7535 |
327
- | 0.3535 | 13.1429 | 552 | 0.5662 | 0.5151 | 0.5662 | 0.7524 |
328
- | 0.3535 | 13.1905 | 554 | 0.5738 | 0.4788 | 0.5738 | 0.7575 |
329
- | 0.3535 | 13.2381 | 556 | 0.5578 | 0.5379 | 0.5578 | 0.7468 |
330
- | 0.3535 | 13.2857 | 558 | 0.5658 | 0.5213 | 0.5658 | 0.7522 |
331
- | 0.3535 | 13.3333 | 560 | 0.5784 | 0.4923 | 0.5784 | 0.7605 |
332
- | 0.3535 | 13.3810 | 562 | 0.5699 | 0.5286 | 0.5699 | 0.7549 |
333
- | 0.3535 | 13.4286 | 564 | 0.5732 | 0.5326 | 0.5732 | 0.7571 |
334
- | 0.3535 | 13.4762 | 566 | 0.6026 | 0.5271 | 0.6026 | 0.7762 |
335
- | 0.3535 | 13.5238 | 568 | 0.5993 | 0.4914 | 0.5993 | 0.7741 |
336
- | 0.3535 | 13.5714 | 570 | 0.6037 | 0.4681 | 0.6037 | 0.7770 |
337
- | 0.3535 | 13.6190 | 572 | 0.6046 | 0.4681 | 0.6046 | 0.7775 |
338
- | 0.3535 | 13.6667 | 574 | 0.6105 | 0.4934 | 0.6105 | 0.7813 |
339
- | 0.3535 | 13.7143 | 576 | 0.6126 | 0.4701 | 0.6126 | 0.7827 |
340
- | 0.3535 | 13.7619 | 578 | 0.6120 | 0.5021 | 0.6120 | 0.7823 |
341
- | 0.3535 | 13.8095 | 580 | 0.6057 | 0.5361 | 0.6057 | 0.7782 |
342
- | 0.3535 | 13.8571 | 582 | 0.6261 | 0.5493 | 0.6261 | 0.7913 |
343
- | 0.3535 | 13.9048 | 584 | 0.6264 | 0.5493 | 0.6264 | 0.7914 |
344
- | 0.3535 | 13.9524 | 586 | 0.6261 | 0.5079 | 0.6261 | 0.7913 |
345
- | 0.3535 | 14.0 | 588 | 0.6200 | 0.5152 | 0.6200 | 0.7874 |
346
- | 0.3535 | 14.0476 | 590 | 0.6227 | 0.5107 | 0.6227 | 0.7891 |
347
- | 0.3535 | 14.0952 | 592 | 0.6523 | 0.4514 | 0.6523 | 0.8077 |
348
- | 0.3535 | 14.1429 | 594 | 0.7061 | 0.4430 | 0.7061 | 0.8403 |
349
- | 0.3535 | 14.1905 | 596 | 0.6950 | 0.4663 | 0.6950 | 0.8337 |
350
- | 0.3535 | 14.2381 | 598 | 0.6469 | 0.4206 | 0.6469 | 0.8043 |
351
- | 0.3535 | 14.2857 | 600 | 0.6238 | 0.3808 | 0.6238 | 0.7898 |
352
- | 0.3535 | 14.3333 | 602 | 0.6335 | 0.4767 | 0.6335 | 0.7959 |
353
- | 0.3535 | 14.3810 | 604 | 0.6276 | 0.4767 | 0.6276 | 0.7922 |
354
- | 0.3535 | 14.4286 | 606 | 0.6079 | 0.4809 | 0.6079 | 0.7797 |
355
- | 0.3535 | 14.4762 | 608 | 0.6230 | 0.4639 | 0.6230 | 0.7893 |
356
- | 0.3535 | 14.5238 | 610 | 0.6759 | 0.4845 | 0.6759 | 0.8221 |
357
- | 0.3535 | 14.5714 | 612 | 0.6916 | 0.4845 | 0.6916 | 0.8316 |
358
- | 0.3535 | 14.6190 | 614 | 0.6537 | 0.5133 | 0.6537 | 0.8085 |
359
- | 0.3535 | 14.6667 | 616 | 0.5951 | 0.5125 | 0.5951 | 0.7714 |
360
- | 0.3535 | 14.7143 | 618 | 0.5850 | 0.5057 | 0.5850 | 0.7648 |
361
- | 0.3535 | 14.7619 | 620 | 0.5978 | 0.5687 | 0.5978 | 0.7732 |
362
- | 0.3535 | 14.8095 | 622 | 0.5927 | 0.5765 | 0.5927 | 0.7699 |
363
- | 0.3535 | 14.8571 | 624 | 0.5793 | 0.4866 | 0.5793 | 0.7611 |
364
- | 0.3535 | 14.9048 | 626 | 0.5981 | 0.4576 | 0.5981 | 0.7734 |
365
- | 0.3535 | 14.9524 | 628 | 0.6422 | 0.3914 | 0.6422 | 0.8014 |
366
- | 0.3535 | 15.0 | 630 | 0.6591 | 0.4023 | 0.6591 | 0.8118 |
367
- | 0.3535 | 15.0476 | 632 | 0.6245 | 0.4513 | 0.6245 | 0.7903 |
368
- | 0.3535 | 15.0952 | 634 | 0.5925 | 0.4717 | 0.5925 | 0.7698 |
369
- | 0.3535 | 15.1429 | 636 | 0.5868 | 0.5075 | 0.5868 | 0.7660 |
370
- | 0.3535 | 15.1905 | 638 | 0.5927 | 0.5702 | 0.5927 | 0.7698 |
371
- | 0.3535 | 15.2381 | 640 | 0.5849 | 0.5479 | 0.5849 | 0.7648 |
372
- | 0.3535 | 15.2857 | 642 | 0.5767 | 0.4904 | 0.5767 | 0.7594 |
373
- | 0.3535 | 15.3333 | 644 | 0.5806 | 0.5479 | 0.5806 | 0.7619 |
374
- | 0.3535 | 15.3810 | 646 | 0.5995 | 0.4979 | 0.5995 | 0.7743 |
375
- | 0.3535 | 15.4286 | 648 | 0.6136 | 0.5065 | 0.6136 | 0.7833 |
376
- | 0.3535 | 15.4762 | 650 | 0.6184 | 0.5065 | 0.6184 | 0.7864 |
377
- | 0.3535 | 15.5238 | 652 | 0.6055 | 0.4979 | 0.6055 | 0.7781 |
378
- | 0.3535 | 15.5714 | 654 | 0.6174 | 0.5065 | 0.6174 | 0.7857 |
379
- | 0.3535 | 15.6190 | 656 | 0.6594 | 0.4575 | 0.6594 | 0.8121 |
380
- | 0.3535 | 15.6667 | 658 | 0.6424 | 0.4931 | 0.6424 | 0.8015 |
381
- | 0.3535 | 15.7143 | 660 | 0.6130 | 0.5495 | 0.6130 | 0.7829 |
382
- | 0.3535 | 15.7619 | 662 | 0.5948 | 0.5929 | 0.5948 | 0.7712 |
383
- | 0.3535 | 15.8095 | 664 | 0.6076 | 0.4568 | 0.6076 | 0.7795 |
384
- | 0.3535 | 15.8571 | 666 | 0.6257 | 0.4737 | 0.6257 | 0.7910 |
385
- | 0.3535 | 15.9048 | 668 | 0.6043 | 0.4928 | 0.6043 | 0.7774 |
386
- | 0.3535 | 15.9524 | 670 | 0.5976 | 0.5904 | 0.5976 | 0.7730 |
387
- | 0.3535 | 16.0 | 672 | 0.6437 | 0.5368 | 0.6437 | 0.8023 |
388
- | 0.3535 | 16.0476 | 674 | 0.6451 | 0.5368 | 0.6451 | 0.8032 |
389
- | 0.3535 | 16.0952 | 676 | 0.6115 | 0.5212 | 0.6115 | 0.7820 |
390
- | 0.3535 | 16.1429 | 678 | 0.5839 | 0.4762 | 0.5839 | 0.7641 |
391
- | 0.3535 | 16.1905 | 680 | 0.5922 | 0.4434 | 0.5922 | 0.7695 |
392
- | 0.3535 | 16.2381 | 682 | 0.6279 | 0.4065 | 0.6279 | 0.7924 |
393
- | 0.3535 | 16.2857 | 684 | 0.6162 | 0.4065 | 0.6162 | 0.7850 |
394
- | 0.3535 | 16.3333 | 686 | 0.5942 | 0.4828 | 0.5942 | 0.7708 |
395
- | 0.3535 | 16.3810 | 688 | 0.5954 | 0.5071 | 0.5954 | 0.7716 |
396
- | 0.3535 | 16.4286 | 690 | 0.6012 | 0.4838 | 0.6012 | 0.7754 |
397
- | 0.3535 | 16.4762 | 692 | 0.6063 | 0.4907 | 0.6063 | 0.7787 |
398
- | 0.3535 | 16.5238 | 694 | 0.6109 | 0.4968 | 0.6109 | 0.7816 |
399
- | 0.3535 | 16.5714 | 696 | 0.6183 | 0.4901 | 0.6183 | 0.7864 |
400
- | 0.3535 | 16.6190 | 698 | 0.6197 | 0.4475 | 0.6197 | 0.7872 |
401
- | 0.3535 | 16.6667 | 700 | 0.6264 | 0.4463 | 0.6264 | 0.7915 |
402
- | 0.3535 | 16.7143 | 702 | 0.6400 | 0.4345 | 0.6400 | 0.8000 |
403
- | 0.3535 | 16.7619 | 704 | 0.6419 | 0.4611 | 0.6419 | 0.8012 |
404
- | 0.3535 | 16.8095 | 706 | 0.6327 | 0.4677 | 0.6327 | 0.7954 |
405
- | 0.3535 | 16.8571 | 708 | 0.6216 | 0.3889 | 0.6216 | 0.7884 |
406
- | 0.3535 | 16.9048 | 710 | 0.6216 | 0.5095 | 0.6216 | 0.7884 |
407
- | 0.3535 | 16.9524 | 712 | 0.6304 | 0.4857 | 0.6304 | 0.7940 |
408
- | 0.3535 | 17.0 | 714 | 0.6469 | 0.4802 | 0.6469 | 0.8043 |
409
- | 0.3535 | 17.0476 | 716 | 0.6959 | 0.4079 | 0.6959 | 0.8342 |
410
- | 0.3535 | 17.0952 | 718 | 0.6949 | 0.4079 | 0.6949 | 0.8336 |
411
- | 0.3535 | 17.1429 | 720 | 0.6663 | 0.3635 | 0.6663 | 0.8163 |
412
- | 0.3535 | 17.1905 | 722 | 0.6469 | 0.3889 | 0.6469 | 0.8043 |
413
- | 0.3535 | 17.2381 | 724 | 0.6522 | 0.4660 | 0.6522 | 0.8076 |
414
- | 0.3535 | 17.2857 | 726 | 0.6565 | 0.4257 | 0.6565 | 0.8103 |
415
- | 0.3535 | 17.3333 | 728 | 0.6453 | 0.4857 | 0.6453 | 0.8033 |
416
- | 0.3535 | 17.3810 | 730 | 0.6511 | 0.3754 | 0.6511 | 0.8069 |
417
- | 0.3535 | 17.4286 | 732 | 0.6993 | 0.3594 | 0.6993 | 0.8363 |
418
- | 0.3535 | 17.4762 | 734 | 0.7137 | 0.3851 | 0.7137 | 0.8448 |
419
- | 0.3535 | 17.5238 | 736 | 0.6601 | 0.4059 | 0.6601 | 0.8125 |
420
- | 0.3535 | 17.5714 | 738 | 0.6263 | 0.3889 | 0.6263 | 0.7914 |
421
 
422
 
423
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_task7_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: 0.5298
19
+ - Qwk: 0.5022
20
+ - Mse: 0.5298
21
+ - Rmse: 0.7279
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0455 | 2 | 2.4361 | -0.0646 | 2.4361 | 1.5608 |
53
+ | No log | 0.0909 | 4 | 1.2781 | 0.0679 | 1.2781 | 1.1305 |
54
+ | No log | 0.1364 | 6 | 1.1987 | -0.0886 | 1.1987 | 1.0948 |
55
+ | No log | 0.1818 | 8 | 1.0693 | 0.1010 | 1.0693 | 1.0341 |
56
+ | No log | 0.2273 | 10 | 0.8312 | 0.0444 | 0.8312 | 0.9117 |
57
+ | No log | 0.2727 | 12 | 0.7905 | 0.1724 | 0.7905 | 0.8891 |
58
+ | No log | 0.3182 | 14 | 1.3614 | 0.1694 | 1.3614 | 1.1668 |
59
+ | No log | 0.3636 | 16 | 1.2133 | 0.1694 | 1.2133 | 1.1015 |
60
+ | No log | 0.4091 | 18 | 0.9059 | 0.2008 | 0.9059 | 0.9518 |
61
+ | No log | 0.4545 | 20 | 0.8375 | -0.0426 | 0.8375 | 0.9152 |
62
+ | No log | 0.5 | 22 | 0.7690 | 0.0840 | 0.7690 | 0.8769 |
63
+ | No log | 0.5455 | 24 | 0.7958 | 0.1139 | 0.7958 | 0.8921 |
64
+ | No log | 0.5909 | 26 | 0.7407 | 0.1922 | 0.7407 | 0.8606 |
65
+ | No log | 0.6364 | 28 | 0.7684 | 0.0 | 0.7684 | 0.8766 |
66
+ | No log | 0.6818 | 30 | 0.8974 | 0.0547 | 0.8974 | 0.9473 |
67
+ | No log | 0.7273 | 32 | 1.0154 | 0.1313 | 1.0154 | 1.0077 |
68
+ | No log | 0.7727 | 34 | 0.9447 | 0.1957 | 0.9447 | 0.9719 |
69
+ | No log | 0.8182 | 36 | 0.8862 | 0.2331 | 0.8862 | 0.9414 |
70
+ | No log | 0.8636 | 38 | 0.7866 | 0.1739 | 0.7866 | 0.8869 |
71
+ | No log | 0.9091 | 40 | 0.6531 | 0.1942 | 0.6531 | 0.8081 |
72
+ | No log | 0.9545 | 42 | 0.6932 | 0.1456 | 0.6932 | 0.8326 |
73
+ | No log | 1.0 | 44 | 0.8511 | 0.0 | 0.8511 | 0.9225 |
74
+ | No log | 1.0455 | 46 | 0.8871 | 0.0 | 0.8871 | 0.9419 |
75
+ | No log | 1.0909 | 48 | 0.7932 | 0.0481 | 0.7932 | 0.8906 |
76
+ | No log | 1.1364 | 50 | 0.9002 | 0.1724 | 0.9002 | 0.9488 |
77
+ | No log | 1.1818 | 52 | 0.9945 | 0.2087 | 0.9945 | 0.9972 |
78
+ | No log | 1.2273 | 54 | 0.9051 | 0.0947 | 0.9051 | 0.9514 |
79
+ | No log | 1.2727 | 56 | 0.8769 | 0.1739 | 0.8769 | 0.9364 |
80
+ | No log | 1.3182 | 58 | 0.8373 | 0.1352 | 0.8373 | 0.9150 |
81
+ | No log | 1.3636 | 60 | 0.8862 | 0.2027 | 0.8862 | 0.9414 |
82
+ | No log | 1.4091 | 62 | 0.9602 | 0.1618 | 0.9602 | 0.9799 |
83
+ | No log | 1.4545 | 64 | 0.9607 | 0.2508 | 0.9607 | 0.9802 |
84
+ | No log | 1.5 | 66 | 0.8251 | 0.2672 | 0.8251 | 0.9083 |
85
+ | No log | 1.5455 | 68 | 0.7079 | 0.2324 | 0.7079 | 0.8414 |
86
+ | No log | 1.5909 | 70 | 0.7096 | 0.2642 | 0.7096 | 0.8424 |
87
+ | No log | 1.6364 | 72 | 0.7687 | 0.3094 | 0.7687 | 0.8767 |
88
+ | No log | 1.6818 | 74 | 0.9230 | 0.3173 | 0.9230 | 0.9608 |
89
+ | No log | 1.7273 | 76 | 1.1829 | 0.1453 | 1.1829 | 1.0876 |
90
+ | No log | 1.7727 | 78 | 1.2465 | 0.1670 | 1.2465 | 1.1165 |
91
+ | No log | 1.8182 | 80 | 1.1358 | 0.1924 | 1.1358 | 1.0658 |
92
+ | No log | 1.8636 | 82 | 0.9687 | 0.3111 | 0.9687 | 0.9842 |
93
+ | No log | 1.9091 | 84 | 0.7652 | 0.3013 | 0.7652 | 0.8748 |
94
+ | No log | 1.9545 | 86 | 0.6228 | 0.1702 | 0.6228 | 0.7892 |
95
+ | No log | 2.0 | 88 | 0.6131 | 0.2270 | 0.6131 | 0.7830 |
96
+ | No log | 2.0455 | 90 | 0.6173 | 0.2270 | 0.6173 | 0.7857 |
97
+ | No log | 2.0909 | 92 | 0.6168 | 0.0428 | 0.6168 | 0.7854 |
98
+ | No log | 2.1364 | 94 | 0.6222 | 0.0428 | 0.6222 | 0.7888 |
99
+ | No log | 2.1818 | 96 | 0.6264 | 0.0889 | 0.6264 | 0.7915 |
100
+ | No log | 2.2273 | 98 | 0.6197 | 0.0840 | 0.6197 | 0.7872 |
101
+ | No log | 2.2727 | 100 | 0.6168 | 0.2087 | 0.6168 | 0.7854 |
102
+ | No log | 2.3182 | 102 | 0.7209 | 0.2526 | 0.7209 | 0.8491 |
103
+ | No log | 2.3636 | 104 | 0.8578 | 0.3509 | 0.8578 | 0.9262 |
104
+ | No log | 2.4091 | 106 | 0.8921 | 0.3521 | 0.8921 | 0.9445 |
105
+ | No log | 2.4545 | 108 | 0.8419 | 0.3553 | 0.8419 | 0.9175 |
106
+ | No log | 2.5 | 110 | 0.8287 | 0.3695 | 0.8287 | 0.9103 |
107
+ | No log | 2.5455 | 112 | 0.7505 | 0.3416 | 0.7505 | 0.8663 |
108
+ | No log | 2.5909 | 114 | 0.5843 | 0.2443 | 0.5843 | 0.7644 |
109
+ | No log | 2.6364 | 116 | 0.5513 | 0.3039 | 0.5513 | 0.7425 |
110
+ | No log | 2.6818 | 118 | 0.5849 | 0.3832 | 0.5849 | 0.7648 |
111
+ | No log | 2.7273 | 120 | 0.5938 | 0.4151 | 0.5938 | 0.7706 |
112
+ | No log | 2.7727 | 122 | 0.5578 | 0.4339 | 0.5578 | 0.7469 |
113
+ | No log | 2.8182 | 124 | 0.5359 | 0.4224 | 0.5359 | 0.7320 |
114
+ | No log | 2.8636 | 126 | 0.5418 | 0.4224 | 0.5418 | 0.7361 |
115
+ | No log | 2.9091 | 128 | 0.5829 | 0.4298 | 0.5829 | 0.7635 |
116
+ | No log | 2.9545 | 130 | 0.5593 | 0.5044 | 0.5593 | 0.7478 |
117
+ | No log | 3.0 | 132 | 0.5682 | 0.5101 | 0.5682 | 0.7538 |
118
+ | No log | 3.0455 | 134 | 0.6113 | 0.4235 | 0.6113 | 0.7819 |
119
+ | No log | 3.0909 | 136 | 0.8492 | 0.3274 | 0.8492 | 0.9215 |
120
+ | No log | 3.1364 | 138 | 0.9724 | 0.2246 | 0.9724 | 0.9861 |
121
+ | No log | 3.1818 | 140 | 0.8844 | 0.3173 | 0.8844 | 0.9404 |
122
+ | No log | 3.2273 | 142 | 0.6482 | 0.4329 | 0.6482 | 0.8051 |
123
+ | No log | 3.2727 | 144 | 0.5954 | 0.4538 | 0.5954 | 0.7716 |
124
+ | No log | 3.3182 | 146 | 0.6191 | 0.4235 | 0.6191 | 0.7869 |
125
+ | No log | 3.3636 | 148 | 0.6293 | 0.4174 | 0.6293 | 0.7933 |
126
+ | No log | 3.4091 | 150 | 0.6113 | 0.4345 | 0.6113 | 0.7819 |
127
+ | No log | 3.4545 | 152 | 0.6401 | 0.4370 | 0.6401 | 0.8001 |
128
+ | No log | 3.5 | 154 | 0.6712 | 0.3653 | 0.6712 | 0.8192 |
129
+ | No log | 3.5455 | 156 | 0.6721 | 0.3695 | 0.6721 | 0.8198 |
130
+ | No log | 3.5909 | 158 | 0.7966 | 0.3678 | 0.7966 | 0.8925 |
131
+ | No log | 3.6364 | 160 | 0.8054 | 0.3183 | 0.8054 | 0.8974 |
132
+ | No log | 3.6818 | 162 | 0.6980 | 0.3633 | 0.6980 | 0.8354 |
133
+ | No log | 3.7273 | 164 | 0.7073 | 0.3633 | 0.7073 | 0.8410 |
134
+ | No log | 3.7727 | 166 | 0.9149 | 0.3446 | 0.9149 | 0.9565 |
135
+ | No log | 3.8182 | 168 | 1.0928 | 0.1737 | 1.0928 | 1.0454 |
136
+ | No log | 3.8636 | 170 | 1.0027 | 0.2537 | 1.0027 | 1.0014 |
137
+ | No log | 3.9091 | 172 | 0.7035 | 0.2758 | 0.7035 | 0.8387 |
138
+ | No log | 3.9545 | 174 | 0.6277 | 0.3382 | 0.6277 | 0.7923 |
139
+ | No log | 4.0 | 176 | 0.6787 | 0.4190 | 0.6787 | 0.8238 |
140
+ | No log | 4.0455 | 178 | 0.6251 | 0.4147 | 0.6251 | 0.7907 |
141
+ | No log | 4.0909 | 180 | 0.6405 | 0.5339 | 0.6405 | 0.8003 |
142
+ | No log | 4.1364 | 182 | 0.6977 | 0.4729 | 0.6977 | 0.8353 |
143
+ | No log | 4.1818 | 184 | 0.6706 | 0.5212 | 0.6706 | 0.8189 |
144
+ | No log | 4.2273 | 186 | 0.6194 | 0.5339 | 0.6194 | 0.7870 |
145
+ | No log | 4.2727 | 188 | 0.5878 | 0.5361 | 0.5878 | 0.7667 |
146
+ | No log | 4.3182 | 190 | 0.5902 | 0.5076 | 0.5902 | 0.7682 |
147
+ | No log | 4.3636 | 192 | 0.5919 | 0.5076 | 0.5919 | 0.7693 |
148
+ | No log | 4.4091 | 194 | 0.5871 | 0.5457 | 0.5871 | 0.7662 |
149
+ | No log | 4.4545 | 196 | 0.6653 | 0.4463 | 0.6653 | 0.8157 |
150
+ | No log | 4.5 | 198 | 0.8670 | 0.3805 | 0.8670 | 0.9311 |
151
+ | No log | 4.5455 | 200 | 1.0075 | 0.2457 | 1.0075 | 1.0037 |
152
+ | No log | 4.5909 | 202 | 0.9349 | 0.3567 | 0.9349 | 0.9669 |
153
+ | No log | 4.6364 | 204 | 0.8157 | 0.3867 | 0.8157 | 0.9032 |
154
+ | No log | 4.6818 | 206 | 0.6546 | 0.4489 | 0.6546 | 0.8090 |
155
+ | No log | 4.7273 | 208 | 0.6256 | 0.4249 | 0.6256 | 0.7909 |
156
+ | No log | 4.7727 | 210 | 0.6803 | 0.3230 | 0.6803 | 0.8248 |
157
+ | No log | 4.8182 | 212 | 0.6463 | 0.3407 | 0.6463 | 0.8039 |
158
+ | No log | 4.8636 | 214 | 0.5931 | 0.3688 | 0.5931 | 0.7701 |
159
+ | No log | 4.9091 | 216 | 0.5966 | 0.3974 | 0.5966 | 0.7724 |
160
+ | No log | 4.9545 | 218 | 0.6472 | 0.3936 | 0.6472 | 0.8045 |
161
+ | No log | 5.0 | 220 | 0.6551 | 0.4548 | 0.6551 | 0.8094 |
162
+ | No log | 5.0455 | 222 | 0.6605 | 0.5233 | 0.6605 | 0.8127 |
163
+ | No log | 5.0909 | 224 | 0.6475 | 0.5809 | 0.6475 | 0.8047 |
164
+ | No log | 5.1364 | 226 | 0.6709 | 0.5524 | 0.6709 | 0.8191 |
165
+ | No log | 5.1818 | 228 | 0.7837 | 0.4246 | 0.7837 | 0.8852 |
166
+ | No log | 5.2273 | 230 | 0.9144 | 0.3532 | 0.9144 | 0.9562 |
167
+ | No log | 5.2727 | 232 | 0.9463 | 0.3352 | 0.9463 | 0.9728 |
168
+ | No log | 5.3182 | 234 | 0.8471 | 0.3596 | 0.8471 | 0.9204 |
169
+ | No log | 5.3636 | 236 | 0.7058 | 0.5569 | 0.7058 | 0.8401 |
170
+ | No log | 5.4091 | 238 | 0.7457 | 0.4690 | 0.7457 | 0.8636 |
171
+ | No log | 5.4545 | 240 | 0.7626 | 0.4269 | 0.7626 | 0.8733 |
172
+ | No log | 5.5 | 242 | 0.7182 | 0.4355 | 0.7182 | 0.8475 |
173
+ | No log | 5.5455 | 244 | 0.6473 | 0.4589 | 0.6473 | 0.8046 |
174
+ | No log | 5.5909 | 246 | 0.5824 | 0.4425 | 0.5824 | 0.7631 |
175
+ | No log | 5.6364 | 248 | 0.5878 | 0.3970 | 0.5878 | 0.7667 |
176
+ | No log | 5.6818 | 250 | 0.5774 | 0.4471 | 0.5774 | 0.7599 |
177
+ | No log | 5.7273 | 252 | 0.6246 | 0.4589 | 0.6246 | 0.7903 |
178
+ | No log | 5.7727 | 254 | 0.6781 | 0.4926 | 0.6781 | 0.8235 |
179
+ | No log | 5.8182 | 256 | 0.6721 | 0.5061 | 0.6721 | 0.8198 |
180
+ | No log | 5.8636 | 258 | 0.6356 | 0.5378 | 0.6356 | 0.7973 |
181
+ | No log | 5.9091 | 260 | 0.5494 | 0.5970 | 0.5494 | 0.7412 |
182
+ | No log | 5.9545 | 262 | 0.5511 | 0.5970 | 0.5511 | 0.7423 |
183
+ | No log | 6.0 | 264 | 0.6162 | 0.4952 | 0.6162 | 0.7850 |
184
+ | No log | 6.0455 | 266 | 0.7660 | 0.4033 | 0.7660 | 0.8752 |
185
+ | No log | 6.0909 | 268 | 0.7409 | 0.4504 | 0.7409 | 0.8607 |
186
+ | No log | 6.1364 | 270 | 0.5719 | 0.5736 | 0.5719 | 0.7562 |
187
+ | No log | 6.1818 | 272 | 0.5267 | 0.5656 | 0.5267 | 0.7257 |
188
+ | No log | 6.2273 | 274 | 0.5501 | 0.6183 | 0.5501 | 0.7417 |
189
+ | No log | 6.2727 | 276 | 0.5926 | 0.5445 | 0.5926 | 0.7698 |
190
+ | No log | 6.3182 | 278 | 0.5826 | 0.5692 | 0.5826 | 0.7633 |
191
+ | No log | 6.3636 | 280 | 0.5593 | 0.5985 | 0.5593 | 0.7478 |
192
+ | No log | 6.4091 | 282 | 0.5736 | 0.5438 | 0.5736 | 0.7574 |
193
+ | No log | 6.4545 | 284 | 0.6148 | 0.5474 | 0.6148 | 0.7841 |
194
+ | No log | 6.5 | 286 | 0.6089 | 0.5543 | 0.6089 | 0.7803 |
195
+ | No log | 6.5455 | 288 | 0.5456 | 0.5432 | 0.5456 | 0.7386 |
196
+ | No log | 6.5909 | 290 | 0.5286 | 0.4949 | 0.5286 | 0.7271 |
197
+ | No log | 6.6364 | 292 | 0.5321 | 0.5915 | 0.5321 | 0.7295 |
198
+ | No log | 6.6818 | 294 | 0.5992 | 0.5650 | 0.5992 | 0.7741 |
199
+ | No log | 6.7273 | 296 | 0.6591 | 0.5073 | 0.6591 | 0.8119 |
200
+ | No log | 6.7727 | 298 | 0.6411 | 0.5387 | 0.6411 | 0.8007 |
201
+ | No log | 6.8182 | 300 | 0.5932 | 0.5436 | 0.5932 | 0.7702 |
202
+ | No log | 6.8636 | 302 | 0.5746 | 0.5358 | 0.5746 | 0.7580 |
203
+ | No log | 6.9091 | 304 | 0.6371 | 0.4948 | 0.6371 | 0.7982 |
204
+ | No log | 6.9545 | 306 | 0.7069 | 0.4784 | 0.7069 | 0.8408 |
205
+ | No log | 7.0 | 308 | 0.6625 | 0.4948 | 0.6625 | 0.8139 |
206
+ | No log | 7.0455 | 310 | 0.5736 | 0.5589 | 0.5736 | 0.7574 |
207
+ | No log | 7.0909 | 312 | 0.5286 | 0.5430 | 0.5286 | 0.7270 |
208
+ | No log | 7.1364 | 314 | 0.5220 | 0.5890 | 0.5220 | 0.7225 |
209
+ | No log | 7.1818 | 316 | 0.5372 | 0.5702 | 0.5372 | 0.7330 |
210
+ | No log | 7.2273 | 318 | 0.5493 | 0.5718 | 0.5493 | 0.7411 |
211
+ | No log | 7.2727 | 320 | 0.5274 | 0.5266 | 0.5274 | 0.7262 |
212
+ | No log | 7.3182 | 322 | 0.5347 | 0.5283 | 0.5347 | 0.7312 |
213
+ | No log | 7.3636 | 324 | 0.5385 | 0.4958 | 0.5385 | 0.7338 |
214
+ | No log | 7.4091 | 326 | 0.5348 | 0.5321 | 0.5348 | 0.7313 |
215
+ | No log | 7.4545 | 328 | 0.5323 | 0.5687 | 0.5323 | 0.7296 |
216
+ | No log | 7.5 | 330 | 0.5354 | 0.5687 | 0.5354 | 0.7317 |
217
+ | No log | 7.5455 | 332 | 0.5418 | 0.5687 | 0.5418 | 0.7361 |
218
+ | No log | 7.5909 | 334 | 0.5535 | 0.4091 | 0.5535 | 0.7440 |
219
+ | No log | 7.6364 | 336 | 0.6283 | 0.4576 | 0.6283 | 0.7927 |
220
+ | No log | 7.6818 | 338 | 0.6307 | 0.4576 | 0.6307 | 0.7942 |
221
+ | No log | 7.7273 | 340 | 0.5502 | 0.3919 | 0.5502 | 0.7418 |
222
+ | No log | 7.7727 | 342 | 0.5758 | 0.4139 | 0.5758 | 0.7588 |
223
+ | No log | 7.8182 | 344 | 0.6581 | 0.3573 | 0.6581 | 0.8112 |
224
+ | No log | 7.8636 | 346 | 0.6683 | 0.3573 | 0.6683 | 0.8175 |
225
+ | No log | 7.9091 | 348 | 0.6004 | 0.3616 | 0.6004 | 0.7748 |
226
+ | No log | 7.9545 | 350 | 0.5198 | 0.5574 | 0.5198 | 0.7209 |
227
+ | No log | 8.0 | 352 | 0.5091 | 0.5286 | 0.5091 | 0.7135 |
228
+ | No log | 8.0455 | 354 | 0.5042 | 0.5475 | 0.5042 | 0.7101 |
229
+ | No log | 8.0909 | 356 | 0.5675 | 0.5718 | 0.5675 | 0.7533 |
230
+ | No log | 8.1364 | 358 | 0.6121 | 0.5178 | 0.6121 | 0.7824 |
231
+ | No log | 8.1818 | 360 | 0.6253 | 0.4825 | 0.6253 | 0.7907 |
232
+ | No log | 8.2273 | 362 | 0.5507 | 0.5731 | 0.5507 | 0.7421 |
233
+ | No log | 8.2727 | 364 | 0.5136 | 0.5930 | 0.5136 | 0.7167 |
234
+ | No log | 8.3182 | 366 | 0.5210 | 0.5846 | 0.5210 | 0.7218 |
235
+ | No log | 8.3636 | 368 | 0.5876 | 0.5152 | 0.5876 | 0.7666 |
236
+ | No log | 8.4091 | 370 | 0.7400 | 0.4615 | 0.7400 | 0.8602 |
237
+ | No log | 8.4545 | 372 | 0.7526 | 0.4297 | 0.7526 | 0.8675 |
238
+ | No log | 8.5 | 374 | 0.6356 | 0.5363 | 0.6356 | 0.7972 |
239
+ | No log | 8.5455 | 376 | 0.5599 | 0.5846 | 0.5599 | 0.7483 |
240
+ | No log | 8.5909 | 378 | 0.5564 | 0.5930 | 0.5564 | 0.7459 |
241
+ | No log | 8.6364 | 380 | 0.5594 | 0.5765 | 0.5594 | 0.7479 |
242
+ | No log | 8.6818 | 382 | 0.5958 | 0.4850 | 0.5958 | 0.7719 |
243
+ | No log | 8.7273 | 384 | 0.6271 | 0.4575 | 0.6271 | 0.7919 |
244
+ | No log | 8.7727 | 386 | 0.5981 | 0.4918 | 0.5981 | 0.7734 |
245
+ | No log | 8.8182 | 388 | 0.5585 | 0.5319 | 0.5585 | 0.7473 |
246
+ | No log | 8.8636 | 390 | 0.5599 | 0.5993 | 0.5599 | 0.7483 |
247
+ | No log | 8.9091 | 392 | 0.5715 | 0.5679 | 0.5715 | 0.7560 |
248
+ | No log | 8.9545 | 394 | 0.5458 | 0.6185 | 0.5458 | 0.7388 |
249
+ | No log | 9.0 | 396 | 0.5322 | 0.5319 | 0.5322 | 0.7295 |
250
+ | No log | 9.0455 | 398 | 0.5953 | 0.5030 | 0.5953 | 0.7716 |
251
+ | No log | 9.0909 | 400 | 0.7279 | 0.4161 | 0.7279 | 0.8532 |
252
+ | No log | 9.1364 | 402 | 0.7800 | 0.3760 | 0.7800 | 0.8832 |
253
+ | No log | 9.1818 | 404 | 0.7368 | 0.3085 | 0.7368 | 0.8584 |
254
+ | No log | 9.2273 | 406 | 0.6375 | 0.3620 | 0.6375 | 0.7984 |
255
+ | No log | 9.2727 | 408 | 0.5683 | 0.3093 | 0.5683 | 0.7539 |
256
+ | No log | 9.3182 | 410 | 0.5516 | 0.4561 | 0.5516 | 0.7427 |
257
+ | No log | 9.3636 | 412 | 0.5423 | 0.4847 | 0.5423 | 0.7364 |
258
+ | No log | 9.4091 | 414 | 0.5457 | 0.4538 | 0.5457 | 0.7387 |
259
+ | No log | 9.4545 | 416 | 0.5995 | 0.4694 | 0.5995 | 0.7743 |
260
+ | No log | 9.5 | 418 | 0.6254 | 0.4633 | 0.6254 | 0.7908 |
261
+ | No log | 9.5455 | 420 | 0.5780 | 0.5250 | 0.5780 | 0.7603 |
262
+ | No log | 9.5909 | 422 | 0.5698 | 0.5860 | 0.5698 | 0.7548 |
263
+ | No log | 9.6364 | 424 | 0.6192 | 0.4587 | 0.6192 | 0.7869 |
264
+ | No log | 9.6818 | 426 | 0.6179 | 0.4371 | 0.6179 | 0.7860 |
265
+ | No log | 9.7273 | 428 | 0.5558 | 0.5440 | 0.5558 | 0.7455 |
266
+ | No log | 9.7727 | 430 | 0.5442 | 0.5617 | 0.5442 | 0.7377 |
267
+ | No log | 9.8182 | 432 | 0.5865 | 0.5230 | 0.5865 | 0.7658 |
268
+ | No log | 9.8636 | 434 | 0.6123 | 0.4652 | 0.6123 | 0.7825 |
269
+ | No log | 9.9091 | 436 | 0.5924 | 0.4652 | 0.5924 | 0.7697 |
270
+ | No log | 9.9545 | 438 | 0.5664 | 0.5144 | 0.5664 | 0.7526 |
271
+ | No log | 10.0 | 440 | 0.5577 | 0.5212 | 0.5577 | 0.7468 |
272
+ | No log | 10.0455 | 442 | 0.5693 | 0.5300 | 0.5693 | 0.7545 |
273
+ | No log | 10.0909 | 444 | 0.5605 | 0.5300 | 0.5605 | 0.7487 |
274
+ | No log | 10.1364 | 446 | 0.5353 | 0.5702 | 0.5353 | 0.7316 |
275
+ | No log | 10.1818 | 448 | 0.5129 | 0.5781 | 0.5129 | 0.7162 |
276
+ | No log | 10.2273 | 450 | 0.5004 | 0.5750 | 0.5004 | 0.7074 |
277
+ | No log | 10.2727 | 452 | 0.4951 | 0.5750 | 0.4951 | 0.7036 |
278
+ | No log | 10.3182 | 454 | 0.4963 | 0.5750 | 0.4963 | 0.7045 |
279
+ | No log | 10.3636 | 456 | 0.5402 | 0.5438 | 0.5402 | 0.7350 |
280
+ | No log | 10.4091 | 458 | 0.5731 | 0.5101 | 0.5731 | 0.7570 |
281
+ | No log | 10.4545 | 460 | 0.5519 | 0.5317 | 0.5519 | 0.7429 |
282
+ | No log | 10.5 | 462 | 0.5298 | 0.5373 | 0.5298 | 0.7279 |
283
+ | No log | 10.5455 | 464 | 0.5188 | 0.5397 | 0.5188 | 0.7203 |
284
+ | No log | 10.5909 | 466 | 0.5111 | 0.5457 | 0.5111 | 0.7149 |
285
+ | No log | 10.6364 | 468 | 0.5081 | 0.5440 | 0.5081 | 0.7128 |
286
+ | No log | 10.6818 | 470 | 0.5203 | 0.5343 | 0.5203 | 0.7213 |
287
+ | No log | 10.7273 | 472 | 0.5496 | 0.5320 | 0.5496 | 0.7414 |
288
+ | No log | 10.7727 | 474 | 0.5399 | 0.5398 | 0.5399 | 0.7347 |
289
+ | No log | 10.8182 | 476 | 0.5103 | 0.5065 | 0.5103 | 0.7144 |
290
+ | No log | 10.8636 | 478 | 0.5073 | 0.4768 | 0.5073 | 0.7122 |
291
+ | No log | 10.9091 | 480 | 0.5075 | 0.4768 | 0.5075 | 0.7124 |
292
+ | No log | 10.9545 | 482 | 0.5067 | 0.5022 | 0.5067 | 0.7118 |
293
+ | No log | 11.0 | 484 | 0.5078 | 0.6183 | 0.5078 | 0.7126 |
294
+ | No log | 11.0455 | 486 | 0.5279 | 0.5943 | 0.5279 | 0.7266 |
295
+ | No log | 11.0909 | 488 | 0.5609 | 0.5014 | 0.5609 | 0.7489 |
296
+ | No log | 11.1364 | 490 | 0.5743 | 0.5014 | 0.5743 | 0.7578 |
297
+ | No log | 11.1818 | 492 | 0.5594 | 0.5751 | 0.5594 | 0.7479 |
298
+ | No log | 11.2273 | 494 | 0.5376 | 0.5750 | 0.5376 | 0.7332 |
299
+ | No log | 11.2727 | 496 | 0.5338 | 0.4768 | 0.5338 | 0.7306 |
300
+ | No log | 11.3182 | 498 | 0.5258 | 0.5326 | 0.5258 | 0.7251 |
301
+ | 0.3341 | 11.3636 | 500 | 0.5254 | 0.5022 | 0.5254 | 0.7248 |
302
+ | 0.3341 | 11.4091 | 502 | 0.5339 | 0.5430 | 0.5339 | 0.7307 |
303
+ | 0.3341 | 11.4545 | 504 | 0.5455 | 0.5750 | 0.5455 | 0.7386 |
304
+ | 0.3341 | 11.5 | 506 | 0.5462 | 0.5970 | 0.5462 | 0.7391 |
305
+ | 0.3341 | 11.5455 | 508 | 0.5342 | 0.5357 | 0.5342 | 0.7309 |
306
+ | 0.3341 | 11.5909 | 510 | 0.5334 | 0.5357 | 0.5334 | 0.7303 |
307
+ | 0.3341 | 11.6364 | 512 | 0.5309 | 0.4953 | 0.5309 | 0.7286 |
308
+ | 0.3341 | 11.6818 | 514 | 0.5332 | 0.5022 | 0.5332 | 0.7302 |
309
+ | 0.3341 | 11.7273 | 516 | 0.5312 | 0.5022 | 0.5312 | 0.7288 |
310
+ | 0.3341 | 11.7727 | 518 | 0.5379 | 0.4768 | 0.5379 | 0.7334 |
311
+ | 0.3341 | 11.8182 | 520 | 0.5298 | 0.5022 | 0.5298 | 0.7279 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
  ### Framework versions