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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_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_run1_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_run1_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: 0.6249
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- - Qwk: 0.2819
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- - Mse: 0.6249
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- - Rmse: 0.7905
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  ## Model description
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@@ -49,302 +49,261 @@ 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 | 2.4563 | -0.0297 | 2.4563 | 1.5673 |
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- | No log | 0.0952 | 4 | 1.1968 | 0.0686 | 1.1968 | 1.0940 |
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- | No log | 0.1429 | 6 | 0.9552 | -0.0228 | 0.9552 | 0.9773 |
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- | No log | 0.1905 | 8 | 0.7332 | 0.0444 | 0.7332 | 0.8563 |
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- | No log | 0.2381 | 10 | 0.7028 | 0.0444 | 0.7028 | 0.8383 |
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- | No log | 0.2857 | 12 | 0.7215 | 0.0410 | 0.7215 | 0.8494 |
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- | No log | 0.3333 | 14 | 0.7811 | 0.0940 | 0.7811 | 0.8838 |
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- | No log | 0.3810 | 16 | 0.8483 | 0.2464 | 0.8483 | 0.9211 |
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- | No log | 0.4286 | 18 | 1.0545 | 0.1557 | 1.0545 | 1.0269 |
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- | No log | 0.4762 | 20 | 1.0203 | 0.2533 | 1.0203 | 1.0101 |
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- | No log | 0.5238 | 22 | 0.8600 | 0.1358 | 0.8600 | 0.9273 |
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- | No log | 0.5714 | 24 | 0.7974 | 0.0937 | 0.7974 | 0.8930 |
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- | No log | 0.6190 | 26 | 0.7642 | 0.0937 | 0.7642 | 0.8742 |
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- | No log | 0.6667 | 28 | 0.7647 | 0.0937 | 0.7647 | 0.8745 |
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- | No log | 0.7143 | 30 | 1.1371 | 0.0993 | 1.1371 | 1.0664 |
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- | No log | 0.7619 | 32 | 1.4900 | 0.0796 | 1.4900 | 1.2207 |
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- | No log | 0.8095 | 34 | 1.2826 | 0.1004 | 1.2826 | 1.1325 |
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- | No log | 0.8571 | 36 | 0.9419 | 0.3230 | 0.9419 | 0.9705 |
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- | No log | 0.9048 | 38 | 0.7259 | 0.0481 | 0.7259 | 0.8520 |
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- | No log | 0.9524 | 40 | 0.6814 | 0.0393 | 0.6814 | 0.8255 |
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- | No log | 1.0 | 42 | 0.6957 | 0.0 | 0.6957 | 0.8341 |
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- | No log | 1.0476 | 44 | 0.7785 | 0.0 | 0.7785 | 0.8823 |
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- | No log | 1.0952 | 46 | 0.8699 | 0.1697 | 0.8699 | 0.9327 |
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- | No log | 1.1429 | 48 | 1.0007 | 0.2483 | 1.0007 | 1.0003 |
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- | No log | 1.1905 | 50 | 1.1060 | 0.1786 | 1.1060 | 1.0516 |
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- | No log | 1.2381 | 52 | 1.0062 | 0.2129 | 1.0062 | 1.0031 |
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- | No log | 1.2857 | 54 | 0.8511 | 0.2109 | 0.8511 | 0.9226 |
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- | No log | 1.3333 | 56 | 0.7576 | 0.1372 | 0.7576 | 0.8704 |
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- | No log | 1.3810 | 58 | 0.7299 | 0.0481 | 0.7299 | 0.8543 |
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- | No log | 1.4286 | 60 | 0.8485 | 0.0570 | 0.8485 | 0.9212 |
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- | No log | 1.4762 | 62 | 0.9016 | 0.0570 | 0.9016 | 0.9495 |
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- | No log | 1.5238 | 64 | 0.7089 | 0.0937 | 0.7089 | 0.8420 |
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- | No log | 1.5714 | 66 | 0.7450 | 0.2857 | 0.7450 | 0.8632 |
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- | No log | 1.6190 | 68 | 0.8403 | 0.2285 | 0.8403 | 0.9167 |
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- | No log | 1.6667 | 70 | 0.8392 | 0.2085 | 0.8392 | 0.9161 |
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- | No log | 1.7143 | 72 | 0.7784 | 0.0327 | 0.7784 | 0.8823 |
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- | No log | 1.7619 | 74 | 0.7288 | 0.0481 | 0.7288 | 0.8537 |
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- | No log | 1.8095 | 76 | 0.8195 | 0.0944 | 0.8195 | 0.9052 |
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- | No log | 1.8571 | 78 | 0.7748 | 0.0937 | 0.7748 | 0.8802 |
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- | No log | 1.9048 | 80 | 0.7510 | 0.0937 | 0.7510 | 0.8666 |
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- | No log | 1.9524 | 82 | 0.7559 | 0.0428 | 0.7559 | 0.8694 |
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- | No log | 2.0 | 84 | 0.7924 | 0.0937 | 0.7924 | 0.8902 |
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- | No log | 2.0476 | 86 | 0.9197 | 0.1345 | 0.9197 | 0.9590 |
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- | No log | 2.0952 | 88 | 0.9366 | 0.1339 | 0.9366 | 0.9678 |
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- | No log | 2.1429 | 90 | 0.8349 | 0.0522 | 0.8349 | 0.9137 |
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- | No log | 2.1905 | 92 | 0.7176 | 0.1327 | 0.7176 | 0.8471 |
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- | No log | 2.2381 | 94 | 0.7197 | 0.2103 | 0.7197 | 0.8483 |
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- | No log | 2.2857 | 96 | 0.7993 | 0.2046 | 0.7993 | 0.8940 |
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- | No log | 2.3333 | 98 | 0.7531 | 0.2430 | 0.7531 | 0.8678 |
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- | No log | 2.3810 | 100 | 0.6689 | 0.1953 | 0.6689 | 0.8178 |
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- | No log | 2.4286 | 102 | 0.7578 | 0.3167 | 0.7578 | 0.8705 |
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- | No log | 2.4762 | 104 | 0.7184 | 0.0927 | 0.7184 | 0.8476 |
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- | No log | 2.5238 | 106 | 0.6801 | 0.2418 | 0.6801 | 0.8247 |
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- | No log | 2.5714 | 108 | 0.7387 | 0.2408 | 0.7387 | 0.8595 |
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- | No log | 2.6190 | 110 | 0.7770 | 0.2984 | 0.7770 | 0.8815 |
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- | No log | 2.6667 | 112 | 0.6937 | 0.2368 | 0.6937 | 0.8329 |
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- | No log | 2.7143 | 114 | 0.6707 | 0.1548 | 0.6707 | 0.8189 |
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- | No log | 2.7619 | 116 | 0.6656 | 0.2121 | 0.6656 | 0.8158 |
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- | No log | 2.8095 | 118 | 0.6603 | 0.2476 | 0.6603 | 0.8126 |
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- | No log | 2.8571 | 120 | 0.7087 | 0.1746 | 0.7087 | 0.8419 |
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- | No log | 2.9048 | 122 | 0.8571 | 0.2408 | 0.8571 | 0.9258 |
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- | No log | 2.9524 | 124 | 0.8759 | 0.1639 | 0.8759 | 0.9359 |
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- | No log | 3.0 | 126 | 0.8379 | 0.2435 | 0.8379 | 0.9154 |
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- | No log | 3.0476 | 128 | 0.7892 | 0.2430 | 0.7892 | 0.8884 |
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- | No log | 3.0952 | 130 | 0.7828 | 0.2740 | 0.7828 | 0.8847 |
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- | No log | 3.1429 | 132 | 0.7577 | 0.2708 | 0.7577 | 0.8704 |
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- | No log | 3.1905 | 134 | 0.7167 | 0.1471 | 0.7167 | 0.8466 |
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- | No log | 3.2381 | 136 | 0.7207 | 0.2970 | 0.7207 | 0.8489 |
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- | No log | 3.2857 | 138 | 0.7296 | 0.3243 | 0.7296 | 0.8542 |
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- | No log | 3.3333 | 140 | 0.8228 | 0.3442 | 0.8228 | 0.9071 |
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- | No log | 3.3810 | 142 | 0.8446 | 0.3323 | 0.8446 | 0.9190 |
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- | No log | 3.4286 | 144 | 0.7239 | 0.3470 | 0.7239 | 0.8508 |
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- | No log | 3.4762 | 146 | 0.6356 | 0.3474 | 0.6356 | 0.7972 |
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- | No log | 3.5238 | 148 | 0.6252 | 0.2717 | 0.6252 | 0.7907 |
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- | No log | 3.5714 | 150 | 0.6189 | 0.4027 | 0.6189 | 0.7867 |
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- | No log | 3.6190 | 152 | 0.6235 | 0.3599 | 0.6235 | 0.7896 |
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- | No log | 3.6667 | 154 | 0.6197 | 0.4044 | 0.6197 | 0.7872 |
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- | No log | 3.7143 | 156 | 0.6193 | 0.4217 | 0.6193 | 0.7870 |
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- | No log | 3.7619 | 158 | 0.7343 | 0.3035 | 0.7343 | 0.8569 |
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- | No log | 3.8095 | 160 | 0.9675 | 0.3089 | 0.9675 | 0.9836 |
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- | No log | 3.8571 | 162 | 1.0026 | 0.3089 | 1.0026 | 1.0013 |
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- | No log | 3.9048 | 164 | 0.8915 | 0.2651 | 0.8915 | 0.9442 |
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- | No log | 3.9524 | 166 | 0.7423 | 0.3451 | 0.7423 | 0.8616 |
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- | No log | 4.0 | 168 | 0.6581 | 0.3186 | 0.6581 | 0.8112 |
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- | No log | 4.0476 | 170 | 0.6513 | 0.4091 | 0.6513 | 0.8070 |
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- | No log | 4.0952 | 172 | 0.7075 | 0.3425 | 0.7075 | 0.8411 |
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- | No log | 4.1429 | 174 | 0.8652 | 0.2357 | 0.8652 | 0.9302 |
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- | No log | 4.1905 | 176 | 0.8924 | 0.2091 | 0.8924 | 0.9447 |
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- | No log | 4.2381 | 178 | 0.7752 | 0.2705 | 0.7752 | 0.8805 |
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- | No log | 4.2857 | 180 | 0.6315 | 0.4660 | 0.6315 | 0.7947 |
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- | No log | 4.3333 | 182 | 0.6504 | 0.3942 | 0.6504 | 0.8065 |
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- | No log | 4.3810 | 184 | 0.6208 | 0.4044 | 0.6208 | 0.7879 |
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- | No log | 4.4286 | 186 | 0.6177 | 0.4253 | 0.6177 | 0.7860 |
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- | No log | 4.4762 | 188 | 0.6676 | 0.4674 | 0.6676 | 0.8171 |
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- | No log | 4.5238 | 190 | 0.6742 | 0.5144 | 0.6742 | 0.8211 |
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- | No log | 4.5714 | 192 | 0.5810 | 0.5379 | 0.5810 | 0.7622 |
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- | No log | 4.6190 | 194 | 0.5597 | 0.4314 | 0.5597 | 0.7481 |
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- | No log | 4.6667 | 196 | 0.5809 | 0.3919 | 0.5809 | 0.7622 |
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- | No log | 4.7143 | 198 | 0.5981 | 0.3673 | 0.5981 | 0.7734 |
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- | No log | 4.7619 | 200 | 0.5800 | 0.3919 | 0.5800 | 0.7615 |
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- | No log | 4.8095 | 202 | 0.5685 | 0.5521 | 0.5685 | 0.7540 |
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- | No log | 4.8571 | 204 | 0.7836 | 0.3783 | 0.7836 | 0.8852 |
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- | No log | 4.9048 | 206 | 1.0410 | 0.1730 | 1.0410 | 1.0203 |
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- | No log | 4.9524 | 208 | 0.9276 | 0.2826 | 0.9276 | 0.9631 |
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- | No log | 5.0 | 210 | 0.6443 | 0.4756 | 0.6443 | 0.8027 |
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- | No log | 5.0476 | 212 | 0.5858 | 0.4243 | 0.5858 | 0.7654 |
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- | No log | 5.0952 | 214 | 0.6006 | 0.4076 | 0.6006 | 0.7750 |
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- | No log | 5.1429 | 216 | 0.5667 | 0.5133 | 0.5667 | 0.7528 |
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- | No log | 5.1905 | 218 | 0.6554 | 0.4237 | 0.6554 | 0.8096 |
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- | No log | 5.2381 | 220 | 0.8593 | 0.2873 | 0.8593 | 0.9270 |
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- | No log | 5.2857 | 222 | 0.9443 | 0.2873 | 0.9443 | 0.9717 |
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- | No log | 5.3333 | 224 | 0.8556 | 0.2603 | 0.8556 | 0.9250 |
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- | No log | 5.3810 | 226 | 0.7030 | 0.3615 | 0.7030 | 0.8385 |
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- | No log | 5.4286 | 228 | 0.6094 | 0.4938 | 0.6094 | 0.7806 |
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- | No log | 5.4762 | 230 | 0.6089 | 0.5246 | 0.6089 | 0.7803 |
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- | No log | 5.5238 | 232 | 0.6603 | 0.4028 | 0.6603 | 0.8126 |
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- | No log | 5.5714 | 234 | 0.8332 | 0.2910 | 0.8332 | 0.9128 |
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- | No log | 5.6190 | 236 | 0.8917 | 0.2958 | 0.8917 | 0.9443 |
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- | No log | 5.6667 | 238 | 0.7607 | 0.3263 | 0.7607 | 0.8722 |
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- | No log | 5.7143 | 240 | 0.6227 | 0.3530 | 0.6227 | 0.7891 |
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- | No log | 5.7619 | 242 | 0.7608 | 0.3913 | 0.7608 | 0.8723 |
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- | No log | 5.8095 | 244 | 0.9182 | 0.3577 | 0.9182 | 0.9582 |
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- | No log | 5.8571 | 246 | 0.8469 | 0.3887 | 0.8469 | 0.9203 |
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- | No log | 5.9048 | 248 | 0.6811 | 0.3819 | 0.6811 | 0.8253 |
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- | No log | 5.9524 | 250 | 0.6113 | 0.4199 | 0.6113 | 0.7818 |
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- | No log | 6.0 | 252 | 0.6352 | 0.3509 | 0.6352 | 0.7970 |
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- | No log | 6.0476 | 254 | 0.6361 | 0.3509 | 0.6361 | 0.7976 |
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- | No log | 6.0952 | 256 | 0.6223 | 0.4299 | 0.6223 | 0.7888 |
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- | No log | 6.1429 | 258 | 0.6708 | 0.4020 | 0.6708 | 0.8190 |
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- | No log | 6.1905 | 260 | 0.7724 | 0.4315 | 0.7724 | 0.8788 |
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- | No log | 6.2381 | 262 | 0.7552 | 0.4315 | 0.7552 | 0.8690 |
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- | No log | 6.2857 | 264 | 0.6869 | 0.4263 | 0.6869 | 0.8288 |
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- | No log | 6.3333 | 266 | 0.6177 | 0.4438 | 0.6177 | 0.7860 |
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- | No log | 6.3810 | 268 | 0.6450 | 0.4499 | 0.6450 | 0.8031 |
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- | No log | 6.4286 | 270 | 0.6788 | 0.3533 | 0.6788 | 0.8239 |
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- | No log | 6.4762 | 272 | 0.6259 | 0.4614 | 0.6259 | 0.7911 |
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- | No log | 6.5238 | 274 | 0.5859 | 0.5171 | 0.5859 | 0.7655 |
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- | No log | 6.5714 | 276 | 0.5701 | 0.5430 | 0.5701 | 0.7550 |
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- | No log | 6.6190 | 278 | 0.5560 | 0.5800 | 0.5560 | 0.7457 |
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- | No log | 6.6667 | 280 | 0.5575 | 0.4938 | 0.5575 | 0.7467 |
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- | No log | 6.7143 | 282 | 0.5889 | 0.4249 | 0.5889 | 0.7674 |
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- | No log | 6.7619 | 284 | 0.6300 | 0.3925 | 0.6300 | 0.7938 |
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- | No log | 6.8095 | 286 | 0.5774 | 0.4391 | 0.5774 | 0.7599 |
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- | No log | 6.8571 | 288 | 0.5915 | 0.4575 | 0.5915 | 0.7691 |
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- | No log | 6.9048 | 290 | 0.7451 | 0.3638 | 0.7451 | 0.8632 |
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- | No log | 6.9524 | 292 | 0.8678 | 0.3376 | 0.8678 | 0.9316 |
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- | No log | 7.0 | 294 | 0.7731 | 0.3151 | 0.7731 | 0.8793 |
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- | No log | 7.0476 | 296 | 0.5688 | 0.4977 | 0.5688 | 0.7542 |
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- | No log | 7.0952 | 298 | 0.5341 | 0.5732 | 0.5341 | 0.7308 |
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- | No log | 7.1429 | 300 | 0.5851 | 0.4597 | 0.5851 | 0.7649 |
202
- | No log | 7.1905 | 302 | 0.5848 | 0.4618 | 0.5848 | 0.7647 |
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- | No log | 7.2381 | 304 | 0.5553 | 0.4526 | 0.5553 | 0.7452 |
204
- | No log | 7.2857 | 306 | 0.5543 | 0.4904 | 0.5543 | 0.7445 |
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- | No log | 7.3333 | 308 | 0.5526 | 0.4776 | 0.5526 | 0.7434 |
206
- | No log | 7.3810 | 310 | 0.5499 | 0.5846 | 0.5499 | 0.7416 |
207
- | No log | 7.4286 | 312 | 0.5441 | 0.5812 | 0.5441 | 0.7376 |
208
- | No log | 7.4762 | 314 | 0.5371 | 0.5523 | 0.5371 | 0.7329 |
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- | No log | 7.5238 | 316 | 0.5679 | 0.5212 | 0.5679 | 0.7536 |
210
- | No log | 7.5714 | 318 | 0.6526 | 0.4652 | 0.6526 | 0.8079 |
211
- | No log | 7.6190 | 320 | 0.7543 | 0.3783 | 0.7543 | 0.8685 |
212
- | No log | 7.6667 | 322 | 0.7928 | 0.3516 | 0.7928 | 0.8904 |
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- | No log | 7.7143 | 324 | 0.7360 | 0.3140 | 0.7360 | 0.8579 |
214
- | No log | 7.7619 | 326 | 0.6307 | 0.3719 | 0.6307 | 0.7942 |
215
- | No log | 7.8095 | 328 | 0.5917 | 0.3633 | 0.5917 | 0.7692 |
216
- | No log | 7.8571 | 330 | 0.5930 | 0.3633 | 0.5930 | 0.7701 |
217
- | No log | 7.9048 | 332 | 0.5932 | 0.3633 | 0.5932 | 0.7702 |
218
- | No log | 7.9524 | 334 | 0.5977 | 0.3947 | 0.5977 | 0.7731 |
219
- | No log | 8.0 | 336 | 0.5952 | 0.3920 | 0.5952 | 0.7715 |
220
- | No log | 8.0476 | 338 | 0.5944 | 0.3474 | 0.5944 | 0.7709 |
221
- | No log | 8.0952 | 340 | 0.5861 | 0.4515 | 0.5861 | 0.7656 |
222
- | No log | 8.1429 | 342 | 0.6069 | 0.4116 | 0.6069 | 0.7790 |
223
- | No log | 8.1905 | 344 | 0.6312 | 0.3804 | 0.6312 | 0.7945 |
224
- | No log | 8.2381 | 346 | 0.6026 | 0.3911 | 0.6026 | 0.7763 |
225
- | No log | 8.2857 | 348 | 0.5693 | 0.4538 | 0.5693 | 0.7545 |
226
- | No log | 8.3333 | 350 | 0.5855 | 0.4707 | 0.5855 | 0.7652 |
227
- | No log | 8.3810 | 352 | 0.5817 | 0.4707 | 0.5817 | 0.7627 |
228
- | No log | 8.4286 | 354 | 0.5473 | 0.5024 | 0.5473 | 0.7398 |
229
- | No log | 8.4762 | 356 | 0.5725 | 0.4174 | 0.5725 | 0.7566 |
230
- | No log | 8.5238 | 358 | 0.6081 | 0.4468 | 0.6081 | 0.7798 |
231
- | No log | 8.5714 | 360 | 0.5956 | 0.4109 | 0.5956 | 0.7717 |
232
- | No log | 8.6190 | 362 | 0.5436 | 0.4486 | 0.5436 | 0.7373 |
233
- | No log | 8.6667 | 364 | 0.5131 | 0.4918 | 0.5131 | 0.7163 |
234
- | No log | 8.7143 | 366 | 0.4972 | 0.4724 | 0.4972 | 0.7051 |
235
- | No log | 8.7619 | 368 | 0.4933 | 0.5765 | 0.4933 | 0.7024 |
236
- | No log | 8.8095 | 370 | 0.4938 | 0.4782 | 0.4938 | 0.7027 |
237
- | No log | 8.8571 | 372 | 0.5007 | 0.4838 | 0.5007 | 0.7076 |
238
- | No log | 8.9048 | 374 | 0.4914 | 0.5021 | 0.4914 | 0.7010 |
239
- | No log | 8.9524 | 376 | 0.4890 | 0.5457 | 0.4890 | 0.6993 |
240
- | No log | 9.0 | 378 | 0.4886 | 0.5457 | 0.4886 | 0.6990 |
241
- | No log | 9.0476 | 380 | 0.4838 | 0.5457 | 0.4838 | 0.6956 |
242
- | No log | 9.0952 | 382 | 0.4848 | 0.5475 | 0.4848 | 0.6963 |
243
- | No log | 9.1429 | 384 | 0.5252 | 0.5208 | 0.5252 | 0.7247 |
244
- | No log | 9.1905 | 386 | 0.5306 | 0.5050 | 0.5306 | 0.7285 |
245
- | No log | 9.2381 | 388 | 0.5014 | 0.5343 | 0.5014 | 0.7081 |
246
- | No log | 9.2857 | 390 | 0.4861 | 0.5305 | 0.4861 | 0.6972 |
247
- | No log | 9.3333 | 392 | 0.4786 | 0.5475 | 0.4786 | 0.6918 |
248
- | No log | 9.3810 | 394 | 0.4807 | 0.5246 | 0.4807 | 0.6933 |
249
- | No log | 9.4286 | 396 | 0.5168 | 0.5527 | 0.5168 | 0.7189 |
250
- | No log | 9.4762 | 398 | 0.5288 | 0.5527 | 0.5288 | 0.7272 |
251
- | No log | 9.5238 | 400 | 0.5078 | 0.4938 | 0.5078 | 0.7126 |
252
- | No log | 9.5714 | 402 | 0.4988 | 0.4471 | 0.4988 | 0.7063 |
253
- | No log | 9.6190 | 404 | 0.5047 | 0.4677 | 0.5047 | 0.7104 |
254
- | No log | 9.6667 | 406 | 0.5125 | 0.4938 | 0.5125 | 0.7159 |
255
- | No log | 9.7143 | 408 | 0.5047 | 0.4677 | 0.5047 | 0.7104 |
256
- | No log | 9.7619 | 410 | 0.5095 | 0.4677 | 0.5095 | 0.7138 |
257
- | No log | 9.8095 | 412 | 0.5024 | 0.4677 | 0.5024 | 0.7088 |
258
- | No log | 9.8571 | 414 | 0.5109 | 0.5432 | 0.5109 | 0.7147 |
259
- | No log | 9.9048 | 416 | 0.5158 | 0.5432 | 0.5158 | 0.7182 |
260
- | No log | 9.9524 | 418 | 0.5472 | 0.5300 | 0.5472 | 0.7397 |
261
- | No log | 10.0 | 420 | 0.6086 | 0.4100 | 0.6086 | 0.7801 |
262
- | No log | 10.0476 | 422 | 0.6519 | 0.3493 | 0.6519 | 0.8074 |
263
- | No log | 10.0952 | 424 | 0.5769 | 0.5083 | 0.5769 | 0.7596 |
264
- | No log | 10.1429 | 426 | 0.5136 | 0.5246 | 0.5136 | 0.7166 |
265
- | No log | 10.1905 | 428 | 0.5065 | 0.5396 | 0.5065 | 0.7117 |
266
- | No log | 10.2381 | 430 | 0.5057 | 0.5883 | 0.5057 | 0.7111 |
267
- | No log | 10.2857 | 432 | 0.5028 | 0.5457 | 0.5028 | 0.7091 |
268
- | No log | 10.3333 | 434 | 0.5303 | 0.5414 | 0.5303 | 0.7282 |
269
- | No log | 10.3810 | 436 | 0.5414 | 0.5189 | 0.5414 | 0.7358 |
270
- | No log | 10.4286 | 438 | 0.5303 | 0.4938 | 0.5303 | 0.7282 |
271
- | No log | 10.4762 | 440 | 0.5276 | 0.4918 | 0.5276 | 0.7263 |
272
- | No log | 10.5238 | 442 | 0.5285 | 0.5539 | 0.5285 | 0.7270 |
273
- | No log | 10.5714 | 444 | 0.5259 | 0.6321 | 0.5259 | 0.7252 |
274
- | No log | 10.6190 | 446 | 0.5204 | 0.5631 | 0.5204 | 0.7214 |
275
- | No log | 10.6667 | 448 | 0.5143 | 0.5488 | 0.5143 | 0.7172 |
276
- | No log | 10.7143 | 450 | 0.5157 | 0.5324 | 0.5157 | 0.7181 |
277
- | No log | 10.7619 | 452 | 0.5136 | 0.5065 | 0.5136 | 0.7167 |
278
- | No log | 10.8095 | 454 | 0.5169 | 0.5574 | 0.5169 | 0.7189 |
279
- | No log | 10.8571 | 456 | 0.5141 | 0.5065 | 0.5141 | 0.7170 |
280
- | No log | 10.9048 | 458 | 0.5174 | 0.5801 | 0.5174 | 0.7193 |
281
- | No log | 10.9524 | 460 | 0.5365 | 0.5266 | 0.5365 | 0.7324 |
282
- | No log | 11.0 | 462 | 0.5509 | 0.4357 | 0.5509 | 0.7422 |
283
- | No log | 11.0476 | 464 | 0.5582 | 0.3688 | 0.5582 | 0.7472 |
284
- | No log | 11.0952 | 466 | 0.5631 | 0.3688 | 0.5631 | 0.7504 |
285
- | No log | 11.1429 | 468 | 0.5678 | 0.3688 | 0.5678 | 0.7536 |
286
- | No log | 11.1905 | 470 | 0.5865 | 0.4855 | 0.5865 | 0.7658 |
287
- | No log | 11.2381 | 472 | 0.6268 | 0.4979 | 0.6268 | 0.7917 |
288
- | No log | 11.2857 | 474 | 0.6296 | 0.5042 | 0.6296 | 0.7935 |
289
- | No log | 11.3333 | 476 | 0.5735 | 0.4997 | 0.5735 | 0.7573 |
290
- | No log | 11.3810 | 478 | 0.5464 | 0.4703 | 0.5464 | 0.7392 |
291
- | No log | 11.4286 | 480 | 0.5481 | 0.4186 | 0.5481 | 0.7403 |
292
- | No log | 11.4762 | 482 | 0.5513 | 0.4126 | 0.5513 | 0.7425 |
293
- | No log | 11.5238 | 484 | 0.5451 | 0.4249 | 0.5451 | 0.7383 |
294
- | No log | 11.5714 | 486 | 0.5402 | 0.4249 | 0.5402 | 0.7350 |
295
- | No log | 11.6190 | 488 | 0.5411 | 0.4186 | 0.5411 | 0.7356 |
296
- | No log | 11.6667 | 490 | 0.5705 | 0.4548 | 0.5705 | 0.7553 |
297
- | No log | 11.7143 | 492 | 0.5856 | 0.3536 | 0.5856 | 0.7653 |
298
- | No log | 11.7619 | 494 | 0.5690 | 0.3860 | 0.5690 | 0.7543 |
299
- | No log | 11.8095 | 496 | 0.5528 | 0.4186 | 0.5528 | 0.7435 |
300
- | No log | 11.8571 | 498 | 0.5501 | 0.4126 | 0.5501 | 0.7417 |
301
- | 0.3415 | 11.9048 | 500 | 0.5575 | 0.3860 | 0.5575 | 0.7466 |
302
- | 0.3415 | 11.9524 | 502 | 0.5394 | 0.4186 | 0.5394 | 0.7344 |
303
- | 0.3415 | 12.0 | 504 | 0.5332 | 0.5182 | 0.5332 | 0.7302 |
304
- | 0.3415 | 12.0476 | 506 | 0.5395 | 0.4780 | 0.5395 | 0.7345 |
305
- | 0.3415 | 12.0952 | 508 | 0.5440 | 0.4780 | 0.5440 | 0.7376 |
306
- | 0.3415 | 12.1429 | 510 | 0.5326 | 0.4983 | 0.5326 | 0.7298 |
307
- | 0.3415 | 12.1905 | 512 | 0.5209 | 0.4949 | 0.5209 | 0.7217 |
308
- | 0.3415 | 12.2381 | 514 | 0.5227 | 0.5208 | 0.5227 | 0.7230 |
309
- | 0.3415 | 12.2857 | 516 | 0.5230 | 0.4857 | 0.5230 | 0.7232 |
310
- | 0.3415 | 12.3333 | 518 | 0.5345 | 0.4747 | 0.5345 | 0.7311 |
311
- | 0.3415 | 12.3810 | 520 | 0.5532 | 0.5437 | 0.5532 | 0.7438 |
312
- | 0.3415 | 12.4286 | 522 | 0.5517 | 0.5150 | 0.5517 | 0.7428 |
313
- | 0.3415 | 12.4762 | 524 | 0.5510 | 0.4441 | 0.5510 | 0.7423 |
314
- | 0.3415 | 12.5238 | 526 | 0.6139 | 0.4969 | 0.6139 | 0.7835 |
315
- | 0.3415 | 12.5714 | 528 | 0.6168 | 0.5031 | 0.6168 | 0.7854 |
316
- | 0.3415 | 12.6190 | 530 | 0.5732 | 0.4935 | 0.5732 | 0.7571 |
317
- | 0.3415 | 12.6667 | 532 | 0.5336 | 0.5171 | 0.5336 | 0.7305 |
318
- | 0.3415 | 12.7143 | 534 | 0.5310 | 0.4746 | 0.5310 | 0.7287 |
319
- | 0.3415 | 12.7619 | 536 | 0.5346 | 0.4471 | 0.5346 | 0.7312 |
320
- | 0.3415 | 12.8095 | 538 | 0.5401 | 0.4471 | 0.5401 | 0.7349 |
321
- | 0.3415 | 12.8571 | 540 | 0.5661 | 0.5117 | 0.5661 | 0.7524 |
322
- | 0.3415 | 12.9048 | 542 | 0.6092 | 0.4694 | 0.6092 | 0.7805 |
323
- | 0.3415 | 12.9524 | 544 | 0.6158 | 0.4756 | 0.6158 | 0.7847 |
324
- | 0.3415 | 13.0 | 546 | 0.6079 | 0.4698 | 0.6079 | 0.7797 |
325
- | 0.3415 | 13.0476 | 548 | 0.5910 | 0.4126 | 0.5910 | 0.7687 |
326
- | 0.3415 | 13.0952 | 550 | 0.5807 | 0.4007 | 0.5807 | 0.7620 |
327
- | 0.3415 | 13.1429 | 552 | 0.5875 | 0.3980 | 0.5875 | 0.7665 |
328
- | 0.3415 | 13.1905 | 554 | 0.5876 | 0.3980 | 0.5876 | 0.7666 |
329
- | 0.3415 | 13.2381 | 556 | 0.5822 | 0.4289 | 0.5822 | 0.7630 |
330
- | 0.3415 | 13.2857 | 558 | 0.5791 | 0.4161 | 0.5791 | 0.7610 |
331
- | 0.3415 | 13.3333 | 560 | 0.5796 | 0.4101 | 0.5796 | 0.7613 |
332
- | 0.3415 | 13.3810 | 562 | 0.5866 | 0.3435 | 0.5866 | 0.7659 |
333
- | 0.3415 | 13.4286 | 564 | 0.5843 | 0.4101 | 0.5843 | 0.7644 |
334
- | 0.3415 | 13.4762 | 566 | 0.5819 | 0.4468 | 0.5819 | 0.7628 |
335
- | 0.3415 | 13.5238 | 568 | 0.6093 | 0.4437 | 0.6093 | 0.7806 |
336
- | 0.3415 | 13.5714 | 570 | 0.6418 | 0.4134 | 0.6418 | 0.8011 |
337
- | 0.3415 | 13.6190 | 572 | 0.6475 | 0.4052 | 0.6475 | 0.8047 |
338
- | 0.3415 | 13.6667 | 574 | 0.6220 | 0.3868 | 0.6220 | 0.7887 |
339
- | 0.3415 | 13.7143 | 576 | 0.5976 | 0.4524 | 0.5976 | 0.7731 |
340
- | 0.3415 | 13.7619 | 578 | 0.5948 | 0.3478 | 0.5948 | 0.7712 |
341
- | 0.3415 | 13.8095 | 580 | 0.5911 | 0.4077 | 0.5911 | 0.7688 |
342
- | 0.3415 | 13.8571 | 582 | 0.6082 | 0.3988 | 0.6082 | 0.7798 |
343
- | 0.3415 | 13.9048 | 584 | 0.6341 | 0.3607 | 0.6341 | 0.7963 |
344
- | 0.3415 | 13.9524 | 586 | 0.6402 | 0.3320 | 0.6402 | 0.8001 |
345
- | 0.3415 | 14.0 | 588 | 0.6265 | 0.3502 | 0.6265 | 0.7915 |
346
- | 0.3415 | 14.0476 | 590 | 0.6216 | 0.2413 | 0.6216 | 0.7884 |
347
- | 0.3415 | 14.0952 | 592 | 0.6249 | 0.2819 | 0.6249 | 0.7905 |
348
 
349
 
350
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_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_run1_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: 0.5017
19
+ - Qwk: 0.5591
20
+ - Mse: 0.5017
21
+ - Rmse: 0.7083
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0455 | 2 | 2.5957 | -0.0230 | 2.5957 | 1.6111 |
53
+ | No log | 0.0909 | 4 | 1.3124 | 0.0745 | 1.3124 | 1.1456 |
54
+ | No log | 0.1364 | 6 | 0.9584 | -0.0228 | 0.9584 | 0.9790 |
55
+ | No log | 0.1818 | 8 | 0.7845 | 0.0481 | 0.7845 | 0.8857 |
56
+ | No log | 0.2273 | 10 | 0.7016 | 0.0481 | 0.7016 | 0.8376 |
57
+ | No log | 0.2727 | 12 | 0.7205 | 0.1365 | 0.7205 | 0.8488 |
58
+ | No log | 0.3182 | 14 | 0.8193 | 0.2736 | 0.8193 | 0.9052 |
59
+ | No log | 0.3636 | 16 | 0.7242 | 0.2156 | 0.7242 | 0.8510 |
60
+ | No log | 0.4091 | 18 | 0.8111 | 0.3598 | 0.8111 | 0.9006 |
61
+ | No log | 0.4545 | 20 | 0.7386 | 0.3060 | 0.7386 | 0.8594 |
62
+ | No log | 0.5 | 22 | 0.6565 | 0.2808 | 0.6565 | 0.8103 |
63
+ | No log | 0.5455 | 24 | 0.6403 | 0.2206 | 0.6403 | 0.8002 |
64
+ | No log | 0.5909 | 26 | 0.7721 | 0.1007 | 0.7721 | 0.8787 |
65
+ | No log | 0.6364 | 28 | 0.7882 | 0.0 | 0.7882 | 0.8878 |
66
+ | No log | 0.6818 | 30 | 0.8345 | 0.0053 | 0.8345 | 0.9135 |
67
+ | No log | 0.7273 | 32 | 0.8237 | 0.0947 | 0.8237 | 0.9076 |
68
+ | No log | 0.7727 | 34 | 0.8258 | 0.2109 | 0.8258 | 0.9087 |
69
+ | No log | 0.8182 | 36 | 0.7491 | 0.1739 | 0.7491 | 0.8655 |
70
+ | No log | 0.8636 | 38 | 0.6643 | 0.1770 | 0.6643 | 0.8151 |
71
+ | No log | 0.9091 | 40 | 0.5996 | 0.1184 | 0.5996 | 0.7743 |
72
+ | No log | 0.9545 | 42 | 0.5930 | 0.3029 | 0.5930 | 0.7701 |
73
+ | No log | 1.0 | 44 | 0.5896 | 0.2955 | 0.5896 | 0.7678 |
74
+ | No log | 1.0455 | 46 | 0.6528 | 0.3071 | 0.6528 | 0.8080 |
75
+ | No log | 1.0909 | 48 | 0.8077 | 0.3094 | 0.8077 | 0.8987 |
76
+ | No log | 1.1364 | 50 | 0.7273 | 0.3417 | 0.7273 | 0.8528 |
77
+ | No log | 1.1818 | 52 | 0.6374 | 0.4083 | 0.6374 | 0.7984 |
78
+ | No log | 1.2273 | 54 | 0.6087 | 0.4322 | 0.6087 | 0.7802 |
79
+ | No log | 1.2727 | 56 | 0.7073 | 0.4258 | 0.7073 | 0.8410 |
80
+ | No log | 1.3182 | 58 | 0.7667 | 0.5146 | 0.7667 | 0.8756 |
81
+ | No log | 1.3636 | 60 | 0.6246 | 0.4351 | 0.6246 | 0.7903 |
82
+ | No log | 1.4091 | 62 | 0.5295 | 0.4857 | 0.5295 | 0.7277 |
83
+ | No log | 1.4545 | 64 | 0.5861 | 0.4260 | 0.5861 | 0.7655 |
84
+ | No log | 1.5 | 66 | 0.6499 | 0.4777 | 0.6499 | 0.8062 |
85
+ | No log | 1.5455 | 68 | 0.5800 | 0.4924 | 0.5800 | 0.7616 |
86
+ | No log | 1.5909 | 70 | 0.5838 | 0.5554 | 0.5838 | 0.7641 |
87
+ | No log | 1.6364 | 72 | 0.6375 | 0.5384 | 0.6375 | 0.7984 |
88
+ | No log | 1.6818 | 74 | 0.6249 | 0.3829 | 0.6249 | 0.7905 |
89
+ | No log | 1.7273 | 76 | 0.6232 | 0.2890 | 0.6232 | 0.7894 |
90
+ | No log | 1.7727 | 78 | 0.7433 | 0.3329 | 0.7433 | 0.8622 |
91
+ | No log | 1.8182 | 80 | 0.7184 | 0.2913 | 0.7184 | 0.8476 |
92
+ | No log | 1.8636 | 82 | 0.6707 | 0.1550 | 0.6707 | 0.8190 |
93
+ | No log | 1.9091 | 84 | 0.8313 | 0.1334 | 0.8313 | 0.9117 |
94
+ | No log | 1.9545 | 86 | 1.0809 | 0.3410 | 1.0809 | 1.0396 |
95
+ | No log | 2.0 | 88 | 1.0699 | 0.3760 | 1.0699 | 1.0344 |
96
+ | No log | 2.0455 | 90 | 0.8719 | 0.2942 | 0.8719 | 0.9337 |
97
+ | No log | 2.0909 | 92 | 0.7149 | 0.0481 | 0.7149 | 0.8455 |
98
+ | No log | 2.1364 | 94 | 0.6435 | 0.1508 | 0.6435 | 0.8022 |
99
+ | No log | 2.1818 | 96 | 0.6627 | 0.2817 | 0.6627 | 0.8141 |
100
+ | No log | 2.2273 | 98 | 0.6754 | 0.3637 | 0.6754 | 0.8218 |
101
+ | No log | 2.2727 | 100 | 0.6021 | 0.2285 | 0.6021 | 0.7759 |
102
+ | No log | 2.3182 | 102 | 0.6326 | 0.2041 | 0.6326 | 0.7954 |
103
+ | No log | 2.3636 | 104 | 0.7848 | 0.3230 | 0.7848 | 0.8859 |
104
+ | No log | 2.4091 | 106 | 0.8520 | 0.2958 | 0.8520 | 0.9230 |
105
+ | No log | 2.4545 | 108 | 0.7658 | 0.3697 | 0.7658 | 0.8751 |
106
+ | No log | 2.5 | 110 | 0.5996 | 0.4249 | 0.5996 | 0.7744 |
107
+ | No log | 2.5455 | 112 | 0.5612 | 0.4829 | 0.5612 | 0.7491 |
108
+ | No log | 2.5909 | 114 | 0.6392 | 0.4193 | 0.6392 | 0.7995 |
109
+ | No log | 2.6364 | 116 | 0.7990 | 0.3663 | 0.7990 | 0.8939 |
110
+ | No log | 2.6818 | 118 | 0.8609 | 0.3643 | 0.8609 | 0.9279 |
111
+ | No log | 2.7273 | 120 | 0.7652 | 0.3051 | 0.7652 | 0.8748 |
112
+ | No log | 2.7727 | 122 | 0.6118 | 0.3477 | 0.6118 | 0.7822 |
113
+ | No log | 2.8182 | 124 | 0.5552 | 0.3745 | 0.5552 | 0.7451 |
114
+ | No log | 2.8636 | 126 | 0.5326 | 0.3608 | 0.5326 | 0.7298 |
115
+ | No log | 2.9091 | 128 | 0.5432 | 0.3729 | 0.5432 | 0.7370 |
116
+ | No log | 2.9545 | 130 | 0.6733 | 0.4725 | 0.6733 | 0.8206 |
117
+ | No log | 3.0 | 132 | 0.7794 | 0.4195 | 0.7794 | 0.8828 |
118
+ | No log | 3.0455 | 134 | 0.6956 | 0.4921 | 0.6956 | 0.8340 |
119
+ | No log | 3.0909 | 136 | 0.5804 | 0.4825 | 0.5804 | 0.7618 |
120
+ | No log | 3.1364 | 138 | 0.5522 | 0.5230 | 0.5522 | 0.7431 |
121
+ | No log | 3.1818 | 140 | 0.5454 | 0.5422 | 0.5454 | 0.7385 |
122
+ | No log | 3.2273 | 142 | 0.5285 | 0.5611 | 0.5285 | 0.7270 |
123
+ | No log | 3.2727 | 144 | 0.5168 | 0.6183 | 0.5168 | 0.7189 |
124
+ | No log | 3.3182 | 146 | 0.5215 | 0.6198 | 0.5215 | 0.7222 |
125
+ | No log | 3.3636 | 148 | 0.5328 | 0.5184 | 0.5328 | 0.7299 |
126
+ | No log | 3.4091 | 150 | 0.5183 | 0.6222 | 0.5183 | 0.7199 |
127
+ | No log | 3.4545 | 152 | 0.5045 | 0.6267 | 0.5045 | 0.7103 |
128
+ | No log | 3.5 | 154 | 0.5058 | 0.6053 | 0.5058 | 0.7112 |
129
+ | No log | 3.5455 | 156 | 0.5639 | 0.5153 | 0.5639 | 0.7509 |
130
+ | No log | 3.5909 | 158 | 0.6026 | 0.4395 | 0.6026 | 0.7763 |
131
+ | No log | 3.6364 | 160 | 0.5294 | 0.4869 | 0.5294 | 0.7276 |
132
+ | No log | 3.6818 | 162 | 0.5214 | 0.4762 | 0.5214 | 0.7221 |
133
+ | No log | 3.7273 | 164 | 0.5146 | 0.5463 | 0.5146 | 0.7174 |
134
+ | No log | 3.7727 | 166 | 0.5266 | 0.5195 | 0.5266 | 0.7257 |
135
+ | No log | 3.8182 | 168 | 0.5402 | 0.5569 | 0.5402 | 0.7350 |
136
+ | No log | 3.8636 | 170 | 0.5301 | 0.5781 | 0.5301 | 0.7280 |
137
+ | No log | 3.9091 | 172 | 0.5447 | 0.5553 | 0.5447 | 0.7380 |
138
+ | No log | 3.9545 | 174 | 0.5885 | 0.5765 | 0.5885 | 0.7671 |
139
+ | No log | 4.0 | 176 | 0.6844 | 0.4719 | 0.6844 | 0.8273 |
140
+ | No log | 4.0455 | 178 | 0.5840 | 0.5436 | 0.5840 | 0.7642 |
141
+ | No log | 4.0909 | 180 | 0.5126 | 0.6034 | 0.5126 | 0.7160 |
142
+ | No log | 4.1364 | 182 | 0.5321 | 0.5273 | 0.5321 | 0.7295 |
143
+ | No log | 4.1818 | 184 | 0.5584 | 0.4933 | 0.5584 | 0.7473 |
144
+ | No log | 4.2273 | 186 | 0.5051 | 0.5190 | 0.5051 | 0.7107 |
145
+ | No log | 4.2727 | 188 | 0.6648 | 0.4687 | 0.6648 | 0.8153 |
146
+ | No log | 4.3182 | 190 | 0.7883 | 0.4133 | 0.7883 | 0.8879 |
147
+ | No log | 4.3636 | 192 | 0.6912 | 0.4161 | 0.6912 | 0.8314 |
148
+ | No log | 4.4091 | 194 | 0.5340 | 0.5904 | 0.5340 | 0.7308 |
149
+ | No log | 4.4545 | 196 | 0.5864 | 0.4218 | 0.5864 | 0.7658 |
150
+ | No log | 4.5 | 198 | 0.5953 | 0.4330 | 0.5953 | 0.7716 |
151
+ | No log | 4.5455 | 200 | 0.5545 | 0.4105 | 0.5545 | 0.7447 |
152
+ | No log | 4.5909 | 202 | 0.6574 | 0.4246 | 0.6574 | 0.8108 |
153
+ | No log | 4.6364 | 204 | 0.7022 | 0.3620 | 0.7022 | 0.8380 |
154
+ | No log | 4.6818 | 206 | 0.6200 | 0.3878 | 0.6200 | 0.7874 |
155
+ | No log | 4.7273 | 208 | 0.5426 | 0.4590 | 0.5426 | 0.7366 |
156
+ | No log | 4.7727 | 210 | 0.5296 | 0.5003 | 0.5296 | 0.7278 |
157
+ | No log | 4.8182 | 212 | 0.5182 | 0.4743 | 0.5182 | 0.7199 |
158
+ | No log | 4.8636 | 214 | 0.4931 | 0.5888 | 0.4931 | 0.7022 |
159
+ | No log | 4.9091 | 216 | 0.5525 | 0.5721 | 0.5525 | 0.7433 |
160
+ | No log | 4.9545 | 218 | 0.6094 | 0.5328 | 0.6094 | 0.7806 |
161
+ | No log | 5.0 | 220 | 0.5436 | 0.6104 | 0.5436 | 0.7373 |
162
+ | No log | 5.0455 | 222 | 0.4829 | 0.6326 | 0.4829 | 0.6949 |
163
+ | No log | 5.0909 | 224 | 0.4827 | 0.6796 | 0.4827 | 0.6947 |
164
+ | No log | 5.1364 | 226 | 0.4760 | 0.6494 | 0.4760 | 0.6899 |
165
+ | No log | 5.1818 | 228 | 0.5104 | 0.6104 | 0.5104 | 0.7144 |
166
+ | No log | 5.2273 | 230 | 0.4869 | 0.6427 | 0.4869 | 0.6977 |
167
+ | No log | 5.2727 | 232 | 0.4358 | 0.6747 | 0.4358 | 0.6602 |
168
+ | No log | 5.3182 | 234 | 0.4530 | 0.6201 | 0.4530 | 0.6731 |
169
+ | No log | 5.3636 | 236 | 0.4881 | 0.5560 | 0.4881 | 0.6987 |
170
+ | No log | 5.4091 | 238 | 0.4400 | 0.6339 | 0.4400 | 0.6633 |
171
+ | No log | 5.4545 | 240 | 0.4515 | 0.7245 | 0.4515 | 0.6719 |
172
+ | No log | 5.5 | 242 | 0.4874 | 0.6248 | 0.4874 | 0.6982 |
173
+ | No log | 5.5455 | 244 | 0.4530 | 0.7236 | 0.4530 | 0.6731 |
174
+ | No log | 5.5909 | 246 | 0.4564 | 0.5912 | 0.4564 | 0.6756 |
175
+ | No log | 5.6364 | 248 | 0.4906 | 0.5166 | 0.4906 | 0.7004 |
176
+ | No log | 5.6818 | 250 | 0.4674 | 0.5786 | 0.4674 | 0.6837 |
177
+ | No log | 5.7273 | 252 | 0.4608 | 0.5937 | 0.4608 | 0.6788 |
178
+ | No log | 5.7727 | 254 | 0.4560 | 0.6032 | 0.4560 | 0.6753 |
179
+ | No log | 5.8182 | 256 | 0.4731 | 0.5266 | 0.4731 | 0.6878 |
180
+ | No log | 5.8636 | 258 | 0.5184 | 0.5368 | 0.5184 | 0.7200 |
181
+ | No log | 5.9091 | 260 | 0.5204 | 0.5161 | 0.5204 | 0.7214 |
182
+ | No log | 5.9545 | 262 | 0.4641 | 0.6335 | 0.4641 | 0.6812 |
183
+ | No log | 6.0 | 264 | 0.4527 | 0.6184 | 0.4527 | 0.6728 |
184
+ | No log | 6.0455 | 266 | 0.4482 | 0.6060 | 0.4482 | 0.6695 |
185
+ | No log | 6.0909 | 268 | 0.4412 | 0.6269 | 0.4412 | 0.6642 |
186
+ | No log | 6.1364 | 270 | 0.5048 | 0.5794 | 0.5048 | 0.7105 |
187
+ | No log | 6.1818 | 272 | 0.6068 | 0.4878 | 0.6068 | 0.7790 |
188
+ | No log | 6.2273 | 274 | 0.5934 | 0.5228 | 0.5934 | 0.7703 |
189
+ | No log | 6.2727 | 276 | 0.4963 | 0.5195 | 0.4963 | 0.7045 |
190
+ | No log | 6.3182 | 278 | 0.4426 | 0.6439 | 0.4426 | 0.6653 |
191
+ | No log | 6.3636 | 280 | 0.4611 | 0.5184 | 0.4611 | 0.6791 |
192
+ | No log | 6.4091 | 282 | 0.4738 | 0.5184 | 0.4738 | 0.6884 |
193
+ | No log | 6.4545 | 284 | 0.4732 | 0.5272 | 0.4732 | 0.6879 |
194
+ | No log | 6.5 | 286 | 0.4608 | 0.6214 | 0.4608 | 0.6788 |
195
+ | No log | 6.5455 | 288 | 0.4628 | 0.6403 | 0.4628 | 0.6803 |
196
+ | No log | 6.5909 | 290 | 0.4796 | 0.5569 | 0.4796 | 0.6926 |
197
+ | No log | 6.6364 | 292 | 0.4810 | 0.5569 | 0.4810 | 0.6936 |
198
+ | No log | 6.6818 | 294 | 0.4629 | 0.6229 | 0.4629 | 0.6804 |
199
+ | No log | 6.7273 | 296 | 0.5031 | 0.6514 | 0.5031 | 0.7093 |
200
+ | No log | 6.7727 | 298 | 0.5784 | 0.4987 | 0.5784 | 0.7605 |
201
+ | No log | 6.8182 | 300 | 0.5471 | 0.5358 | 0.5471 | 0.7397 |
202
+ | No log | 6.8636 | 302 | 0.4775 | 0.6928 | 0.4775 | 0.6910 |
203
+ | No log | 6.9091 | 304 | 0.4733 | 0.6021 | 0.4733 | 0.6880 |
204
+ | No log | 6.9545 | 306 | 0.4646 | 0.5974 | 0.4646 | 0.6816 |
205
+ | No log | 7.0 | 308 | 0.4444 | 0.6530 | 0.4444 | 0.6666 |
206
+ | No log | 7.0455 | 310 | 0.4695 | 0.6317 | 0.4695 | 0.6852 |
207
+ | No log | 7.0909 | 312 | 0.4929 | 0.6127 | 0.4929 | 0.7021 |
208
+ | No log | 7.1364 | 314 | 0.4707 | 0.6210 | 0.4707 | 0.6860 |
209
+ | No log | 7.1818 | 316 | 0.4374 | 0.6967 | 0.4374 | 0.6614 |
210
+ | No log | 7.2273 | 318 | 0.4549 | 0.6032 | 0.4549 | 0.6745 |
211
+ | No log | 7.2727 | 320 | 0.4536 | 0.6032 | 0.4536 | 0.6735 |
212
+ | No log | 7.3182 | 322 | 0.4592 | 0.6158 | 0.4592 | 0.6776 |
213
+ | No log | 7.3636 | 324 | 0.4711 | 0.5816 | 0.4711 | 0.6863 |
214
+ | No log | 7.4091 | 326 | 0.4804 | 0.5671 | 0.4804 | 0.6931 |
215
+ | No log | 7.4545 | 328 | 0.4816 | 0.5003 | 0.4816 | 0.6940 |
216
+ | No log | 7.5 | 330 | 0.4944 | 0.5076 | 0.4944 | 0.7032 |
217
+ | No log | 7.5455 | 332 | 0.5016 | 0.4962 | 0.5016 | 0.7082 |
218
+ | No log | 7.5909 | 334 | 0.5093 | 0.5448 | 0.5093 | 0.7137 |
219
+ | No log | 7.6364 | 336 | 0.4776 | 0.4888 | 0.4776 | 0.6911 |
220
+ | No log | 7.6818 | 338 | 0.4608 | 0.5081 | 0.4608 | 0.6788 |
221
+ | No log | 7.7273 | 340 | 0.4491 | 0.6154 | 0.4491 | 0.6701 |
222
+ | No log | 7.7727 | 342 | 0.4465 | 0.6759 | 0.4465 | 0.6682 |
223
+ | No log | 7.8182 | 344 | 0.4636 | 0.6601 | 0.4636 | 0.6808 |
224
+ | No log | 7.8636 | 346 | 0.5139 | 0.5657 | 0.5139 | 0.7169 |
225
+ | No log | 7.9091 | 348 | 0.5600 | 0.5161 | 0.5600 | 0.7483 |
226
+ | No log | 7.9545 | 350 | 0.5571 | 0.5161 | 0.5571 | 0.7464 |
227
+ | No log | 8.0 | 352 | 0.5142 | 0.5356 | 0.5142 | 0.7171 |
228
+ | No log | 8.0455 | 354 | 0.5147 | 0.4981 | 0.5147 | 0.7175 |
229
+ | No log | 8.0909 | 356 | 0.5267 | 0.5189 | 0.5267 | 0.7257 |
230
+ | No log | 8.1364 | 358 | 0.5104 | 0.5430 | 0.5104 | 0.7144 |
231
+ | No log | 8.1818 | 360 | 0.4844 | 0.6242 | 0.4844 | 0.6960 |
232
+ | No log | 8.2273 | 362 | 0.5284 | 0.5569 | 0.5284 | 0.7269 |
233
+ | No log | 8.2727 | 364 | 0.5259 | 0.5779 | 0.5259 | 0.7252 |
234
+ | No log | 8.3182 | 366 | 0.5278 | 0.5584 | 0.5278 | 0.7265 |
235
+ | No log | 8.3636 | 368 | 0.5224 | 0.5733 | 0.5224 | 0.7228 |
236
+ | No log | 8.4091 | 370 | 0.5248 | 0.5244 | 0.5248 | 0.7244 |
237
+ | No log | 8.4545 | 372 | 0.5442 | 0.5244 | 0.5442 | 0.7377 |
238
+ | No log | 8.5 | 374 | 0.5605 | 0.5189 | 0.5605 | 0.7487 |
239
+ | No log | 8.5455 | 376 | 0.5602 | 0.5334 | 0.5602 | 0.7484 |
240
+ | No log | 8.5909 | 378 | 0.5238 | 0.5657 | 0.5238 | 0.7237 |
241
+ | No log | 8.6364 | 380 | 0.5110 | 0.5983 | 0.5110 | 0.7148 |
242
+ | No log | 8.6818 | 382 | 0.5606 | 0.5552 | 0.5606 | 0.7487 |
243
+ | No log | 8.7273 | 384 | 0.5431 | 0.5945 | 0.5431 | 0.7369 |
244
+ | No log | 8.7727 | 386 | 0.4779 | 0.6130 | 0.4779 | 0.6913 |
245
+ | No log | 8.8182 | 388 | 0.4491 | 0.6158 | 0.4491 | 0.6701 |
246
+ | No log | 8.8636 | 390 | 0.4569 | 0.6018 | 0.4569 | 0.6759 |
247
+ | No log | 8.9091 | 392 | 0.4601 | 0.5289 | 0.4601 | 0.6783 |
248
+ | No log | 8.9545 | 394 | 0.4483 | 0.6010 | 0.4483 | 0.6695 |
249
+ | No log | 9.0 | 396 | 0.4507 | 0.5815 | 0.4507 | 0.6713 |
250
+ | No log | 9.0455 | 398 | 0.4809 | 0.5178 | 0.4809 | 0.6935 |
251
+ | No log | 9.0909 | 400 | 0.4867 | 0.5110 | 0.4867 | 0.6976 |
252
+ | No log | 9.1364 | 402 | 0.4593 | 0.6087 | 0.4593 | 0.6777 |
253
+ | No log | 9.1818 | 404 | 0.4562 | 0.5725 | 0.4562 | 0.6754 |
254
+ | No log | 9.2273 | 406 | 0.4615 | 0.5586 | 0.4615 | 0.6794 |
255
+ | No log | 9.2727 | 408 | 0.5081 | 0.5848 | 0.5081 | 0.7128 |
256
+ | No log | 9.3182 | 410 | 0.6538 | 0.4601 | 0.6538 | 0.8086 |
257
+ | No log | 9.3636 | 412 | 0.7210 | 0.4321 | 0.7210 | 0.8491 |
258
+ | No log | 9.4091 | 414 | 0.6326 | 0.4961 | 0.6326 | 0.7954 |
259
+ | No log | 9.4545 | 416 | 0.4944 | 0.5918 | 0.4944 | 0.7031 |
260
+ | No log | 9.5 | 418 | 0.4516 | 0.5749 | 0.4516 | 0.6720 |
261
+ | No log | 9.5455 | 420 | 0.4977 | 0.5468 | 0.4977 | 0.7055 |
262
+ | No log | 9.5909 | 422 | 0.4897 | 0.5560 | 0.4897 | 0.6998 |
263
+ | No log | 9.6364 | 424 | 0.4496 | 0.6228 | 0.4496 | 0.6705 |
264
+ | No log | 9.6818 | 426 | 0.4322 | 0.6541 | 0.4322 | 0.6574 |
265
+ | No log | 9.7273 | 428 | 0.4421 | 0.5867 | 0.4421 | 0.6649 |
266
+ | No log | 9.7727 | 430 | 0.4411 | 0.5867 | 0.4411 | 0.6641 |
267
+ | No log | 9.8182 | 432 | 0.4569 | 0.6365 | 0.4569 | 0.6759 |
268
+ | No log | 9.8636 | 434 | 0.4902 | 0.6344 | 0.4902 | 0.7001 |
269
+ | No log | 9.9091 | 436 | 0.4621 | 0.6348 | 0.4621 | 0.6798 |
270
+ | No log | 9.9545 | 438 | 0.4338 | 0.5953 | 0.4338 | 0.6586 |
271
+ | No log | 10.0 | 440 | 0.4641 | 0.6127 | 0.4641 | 0.6813 |
272
+ | No log | 10.0455 | 442 | 0.4700 | 0.6127 | 0.4700 | 0.6856 |
273
+ | No log | 10.0909 | 444 | 0.4328 | 0.5999 | 0.4328 | 0.6579 |
274
+ | No log | 10.1364 | 446 | 0.3965 | 0.6942 | 0.3965 | 0.6297 |
275
+ | No log | 10.1818 | 448 | 0.3958 | 0.7044 | 0.3958 | 0.6291 |
276
+ | No log | 10.2273 | 450 | 0.3960 | 0.7248 | 0.3960 | 0.6293 |
277
+ | No log | 10.2727 | 452 | 0.3981 | 0.7154 | 0.3981 | 0.6310 |
278
+ | No log | 10.3182 | 454 | 0.4330 | 0.6210 | 0.4330 | 0.6580 |
279
+ | No log | 10.3636 | 456 | 0.5045 | 0.6181 | 0.5045 | 0.7103 |
280
+ | No log | 10.4091 | 458 | 0.5005 | 0.6181 | 0.5005 | 0.7074 |
281
+ | No log | 10.4545 | 460 | 0.4383 | 0.6210 | 0.4383 | 0.6620 |
282
+ | No log | 10.5 | 462 | 0.4086 | 0.7133 | 0.4086 | 0.6392 |
283
+ | No log | 10.5455 | 464 | 0.4136 | 0.6931 | 0.4136 | 0.6432 |
284
+ | No log | 10.5909 | 466 | 0.4117 | 0.6712 | 0.4117 | 0.6416 |
285
+ | No log | 10.6364 | 468 | 0.4013 | 0.7217 | 0.4013 | 0.6335 |
286
+ | No log | 10.6818 | 470 | 0.4263 | 0.6295 | 0.4263 | 0.6529 |
287
+ | No log | 10.7273 | 472 | 0.4662 | 0.6330 | 0.4662 | 0.6828 |
288
+ | No log | 10.7727 | 474 | 0.5013 | 0.5983 | 0.5013 | 0.7080 |
289
+ | No log | 10.8182 | 476 | 0.4621 | 0.6442 | 0.4621 | 0.6798 |
290
+ | No log | 10.8636 | 478 | 0.4044 | 0.5999 | 0.4044 | 0.6359 |
291
+ | No log | 10.9091 | 480 | 0.3887 | 0.6477 | 0.3887 | 0.6235 |
292
+ | No log | 10.9545 | 482 | 0.3859 | 0.6477 | 0.3859 | 0.6212 |
293
+ | No log | 11.0 | 484 | 0.4138 | 0.6210 | 0.4138 | 0.6433 |
294
+ | No log | 11.0455 | 486 | 0.4999 | 0.5922 | 0.4999 | 0.7070 |
295
+ | No log | 11.0909 | 488 | 0.5229 | 0.5735 | 0.5229 | 0.7232 |
296
+ | No log | 11.1364 | 490 | 0.4740 | 0.5657 | 0.4740 | 0.6885 |
297
+ | No log | 11.1818 | 492 | 0.4084 | 0.6082 | 0.4084 | 0.6391 |
298
+ | No log | 11.2273 | 494 | 0.3836 | 0.7161 | 0.3836 | 0.6193 |
299
+ | No log | 11.2727 | 496 | 0.4003 | 0.6517 | 0.4003 | 0.6327 |
300
+ | No log | 11.3182 | 498 | 0.4085 | 0.7154 | 0.4085 | 0.6391 |
301
+ | 0.3236 | 11.3636 | 500 | 0.4101 | 0.6566 | 0.4101 | 0.6404 |
302
+ | 0.3236 | 11.4091 | 502 | 0.4380 | 0.6101 | 0.4380 | 0.6618 |
303
+ | 0.3236 | 11.4545 | 504 | 0.4395 | 0.6491 | 0.4395 | 0.6629 |
304
+ | 0.3236 | 11.5 | 506 | 0.4148 | 0.6479 | 0.4148 | 0.6440 |
305
+ | 0.3236 | 11.5455 | 508 | 0.4540 | 0.6271 | 0.4540 | 0.6738 |
306
+ | 0.3236 | 11.5909 | 510 | 0.5017 | 0.5591 | 0.5017 | 0.7083 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions