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ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k16_task3_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k15_task3_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k15_task3_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.1783
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- - Qwk: -0.0028
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- - Mse: 1.1783
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- - Rmse: 1.0855
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  ## Model description
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@@ -49,261 +49,346 @@ 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 | 0.0488 | 2 | 3.7846 | -0.0068 | 3.7846 | 1.9454 |
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- | No log | 0.0976 | 4 | 1.9715 | 0.0531 | 1.9715 | 1.4041 |
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- | No log | 0.1463 | 6 | 2.3801 | 0.0038 | 2.3801 | 1.5428 |
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- | No log | 0.1951 | 8 | 2.0195 | -0.0060 | 2.0195 | 1.4211 |
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- | No log | 0.2439 | 10 | 0.9274 | -0.0056 | 0.9274 | 0.9630 |
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- | No log | 0.2927 | 12 | 0.7857 | -0.0287 | 0.7857 | 0.8864 |
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- | No log | 0.3415 | 14 | 0.7818 | -0.1244 | 0.7818 | 0.8842 |
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- | No log | 0.3902 | 16 | 1.3540 | -0.0479 | 1.3540 | 1.1636 |
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- | No log | 0.4390 | 18 | 1.3660 | -0.0500 | 1.3660 | 1.1688 |
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- | No log | 0.4878 | 20 | 1.0813 | -0.0695 | 1.0813 | 1.0399 |
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- | No log | 0.5366 | 22 | 0.8799 | 0.0609 | 0.8799 | 0.9380 |
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- | No log | 0.5854 | 24 | 0.8309 | 0.0377 | 0.8309 | 0.9115 |
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- | No log | 0.6341 | 26 | 0.7573 | -0.0101 | 0.7573 | 0.8702 |
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- | No log | 0.6829 | 28 | 0.7208 | -0.0069 | 0.7208 | 0.8490 |
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- | No log | 0.7317 | 30 | 0.7683 | 0.0416 | 0.7683 | 0.8765 |
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- | No log | 0.7805 | 32 | 0.9391 | -0.0101 | 0.9391 | 0.9691 |
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- | No log | 0.8293 | 34 | 0.9606 | 0.0176 | 0.9606 | 0.9801 |
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- | No log | 0.8780 | 36 | 1.0409 | -0.0468 | 1.0409 | 1.0202 |
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- | No log | 0.9268 | 38 | 0.9998 | -0.0423 | 0.9998 | 0.9999 |
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- | No log | 0.9756 | 40 | 0.8364 | 0.0588 | 0.8364 | 0.9145 |
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- | No log | 1.0244 | 42 | 0.7584 | -0.0131 | 0.7584 | 0.8709 |
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- | No log | 1.0732 | 44 | 0.6898 | 0.0 | 0.6898 | 0.8305 |
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- | No log | 1.1220 | 46 | 0.6922 | 0.0 | 0.6922 | 0.8320 |
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- | No log | 1.1707 | 48 | 0.7318 | 0.0506 | 0.7318 | 0.8554 |
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- | No log | 1.2195 | 50 | 0.9772 | -0.0982 | 0.9772 | 0.9885 |
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- | No log | 1.2683 | 52 | 1.0739 | -0.0468 | 1.0739 | 1.0363 |
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- | No log | 1.3171 | 54 | 0.8417 | 0.0017 | 0.8417 | 0.9174 |
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- | No log | 1.3659 | 56 | 0.7287 | 0.0506 | 0.7287 | 0.8537 |
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- | No log | 1.4146 | 58 | 0.7593 | 0.1202 | 0.7593 | 0.8714 |
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- | No log | 1.4634 | 60 | 1.1596 | 0.0518 | 1.1596 | 1.0769 |
82
- | No log | 1.5122 | 62 | 1.0117 | -0.0943 | 1.0117 | 1.0058 |
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- | No log | 1.5610 | 64 | 0.7548 | 0.1259 | 0.7548 | 0.8688 |
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- | No log | 1.6098 | 66 | 0.8317 | -0.0371 | 0.8317 | 0.9120 |
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- | No log | 1.6585 | 68 | 0.7260 | 0.0416 | 0.7260 | 0.8521 |
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- | No log | 1.7073 | 70 | 0.7197 | 0.0555 | 0.7197 | 0.8483 |
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- | No log | 1.7561 | 72 | 0.7025 | 0.0506 | 0.7025 | 0.8381 |
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- | No log | 1.8049 | 74 | 1.2826 | 0.0133 | 1.2826 | 1.1325 |
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- | No log | 1.8537 | 76 | 1.8716 | -0.0000 | 1.8716 | 1.3681 |
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- | No log | 1.9024 | 78 | 1.5932 | -0.0475 | 1.5932 | 1.2622 |
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- | No log | 1.9512 | 80 | 0.9978 | -0.1605 | 0.9978 | 0.9989 |
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- | No log | 2.0 | 82 | 0.8603 | 0.0953 | 0.8603 | 0.9275 |
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- | No log | 2.0488 | 84 | 0.7749 | 0.1675 | 0.7749 | 0.8803 |
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- | No log | 2.0976 | 86 | 0.7547 | -0.0091 | 0.7547 | 0.8687 |
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- | No log | 2.1463 | 88 | 0.9294 | -0.0007 | 0.9294 | 0.9641 |
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- | No log | 2.1951 | 90 | 1.1780 | -0.0842 | 1.1780 | 1.0854 |
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- | No log | 2.2439 | 92 | 0.9456 | -0.0391 | 0.9456 | 0.9724 |
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- | No log | 2.2927 | 94 | 1.0249 | -0.0837 | 1.0249 | 1.0124 |
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- | No log | 2.3415 | 96 | 0.8823 | -0.0630 | 0.8823 | 0.9393 |
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- | No log | 2.3902 | 98 | 0.8372 | 0.0209 | 0.8372 | 0.9150 |
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- | No log | 2.4390 | 100 | 0.8175 | 0.1030 | 0.8175 | 0.9041 |
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- | No log | 2.4878 | 102 | 0.8407 | 0.0245 | 0.8407 | 0.9169 |
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- | No log | 2.5366 | 104 | 0.9844 | -0.0076 | 0.9844 | 0.9922 |
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- | No log | 2.5854 | 106 | 0.9446 | -0.0030 | 0.9446 | 0.9719 |
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- | No log | 2.6341 | 108 | 0.8405 | -0.0566 | 0.8405 | 0.9168 |
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- | No log | 2.6829 | 110 | 0.9071 | -0.0408 | 0.9071 | 0.9524 |
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- | No log | 2.7317 | 112 | 0.7937 | 0.1080 | 0.7937 | 0.8909 |
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- | No log | 2.7805 | 114 | 1.1579 | -0.0648 | 1.1579 | 1.0761 |
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- | No log | 2.8293 | 116 | 1.5235 | -0.0221 | 1.5235 | 1.2343 |
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- | No log | 2.8780 | 118 | 1.2502 | -0.0468 | 1.2502 | 1.1181 |
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- | No log | 2.9268 | 120 | 0.8799 | -0.0122 | 0.8799 | 0.9380 |
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- | No log | 2.9756 | 122 | 0.7485 | 0.1828 | 0.7485 | 0.8652 |
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- | No log | 3.0244 | 124 | 0.7385 | 0.0662 | 0.7385 | 0.8593 |
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- | No log | 3.0732 | 126 | 0.7350 | 0.0436 | 0.7350 | 0.8573 |
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- | No log | 3.1220 | 128 | 1.1039 | -0.0200 | 1.1039 | 1.0507 |
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- | No log | 3.1707 | 130 | 1.3297 | -0.0084 | 1.3297 | 1.1531 |
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- | No log | 3.2195 | 132 | 0.9381 | -0.0163 | 0.9381 | 0.9685 |
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- | No log | 3.2683 | 134 | 0.7822 | -0.0271 | 0.7822 | 0.8844 |
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- | No log | 3.3171 | 136 | 0.8146 | -0.0648 | 0.8146 | 0.9026 |
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- | No log | 3.3659 | 138 | 0.8647 | 0.0964 | 0.8647 | 0.9299 |
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- | No log | 3.4146 | 140 | 0.8940 | 0.0497 | 0.8940 | 0.9455 |
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- | No log | 3.4634 | 142 | 0.8137 | 0.0129 | 0.8137 | 0.9020 |
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- | No log | 3.5122 | 144 | 0.9735 | -0.0099 | 0.9735 | 0.9867 |
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- | No log | 3.5610 | 146 | 0.9487 | 0.0180 | 0.9487 | 0.9740 |
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- | No log | 3.6098 | 148 | 0.7929 | 0.0856 | 0.7929 | 0.8905 |
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- | No log | 3.6585 | 150 | 0.9222 | 0.0424 | 0.9222 | 0.9603 |
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- | No log | 3.7073 | 152 | 0.8354 | 0.0913 | 0.8354 | 0.9140 |
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- | No log | 3.7561 | 154 | 0.7320 | 0.0513 | 0.7320 | 0.8556 |
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- | No log | 3.8049 | 156 | 0.7537 | -0.0939 | 0.7537 | 0.8682 |
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- | No log | 3.8537 | 158 | 0.7834 | -0.1266 | 0.7834 | 0.8851 |
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- | No log | 3.9024 | 160 | 0.8387 | 0.0289 | 0.8387 | 0.9158 |
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- | No log | 3.9512 | 162 | 1.1367 | -0.0870 | 1.1367 | 1.0662 |
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- | No log | 4.0 | 164 | 1.1121 | -0.0513 | 1.1121 | 1.0546 |
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- | No log | 4.0488 | 166 | 0.9390 | -0.0694 | 0.9390 | 0.9690 |
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- | No log | 4.0976 | 168 | 0.9010 | 0.0580 | 0.9010 | 0.9492 |
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- | No log | 4.1463 | 170 | 0.9162 | 0.0728 | 0.9162 | 0.9572 |
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- | No log | 4.1951 | 172 | 0.8524 | 0.0851 | 0.8524 | 0.9233 |
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- | No log | 4.2439 | 174 | 0.9676 | -0.0393 | 0.9676 | 0.9837 |
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- | No log | 4.2927 | 176 | 0.9378 | -0.0391 | 0.9378 | 0.9684 |
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- | No log | 4.3415 | 178 | 0.8493 | 0.0600 | 0.8493 | 0.9216 |
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- | No log | 4.3902 | 180 | 0.8014 | 0.0741 | 0.8014 | 0.8952 |
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- | No log | 4.4390 | 182 | 0.7980 | -0.0717 | 0.7980 | 0.8933 |
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- | No log | 4.4878 | 184 | 0.8580 | 0.0364 | 0.8580 | 0.9263 |
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- | No log | 4.5366 | 186 | 0.7979 | -0.1597 | 0.7979 | 0.8932 |
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- | No log | 4.5854 | 188 | 0.8027 | 0.0732 | 0.8027 | 0.8959 |
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- | No log | 4.6341 | 190 | 1.0961 | -0.0533 | 1.0961 | 1.0470 |
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- | No log | 4.6829 | 192 | 1.0096 | -0.0097 | 1.0096 | 1.0048 |
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- | No log | 4.7317 | 194 | 0.7708 | 0.0869 | 0.7708 | 0.8780 |
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- | No log | 4.7805 | 196 | 0.7566 | 0.0 | 0.7566 | 0.8698 |
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- | No log | 4.8293 | 198 | 0.7695 | -0.0032 | 0.7695 | 0.8772 |
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- | No log | 4.8780 | 200 | 0.8172 | 0.1249 | 0.8172 | 0.9040 |
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- | No log | 4.9268 | 202 | 0.8275 | 0.0828 | 0.8275 | 0.9097 |
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- | No log | 4.9756 | 204 | 0.8772 | 0.0700 | 0.8772 | 0.9366 |
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- | No log | 5.0244 | 206 | 0.9327 | -0.0711 | 0.9327 | 0.9658 |
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- | No log | 5.0732 | 208 | 0.8396 | -0.0118 | 0.8396 | 0.9163 |
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- | No log | 5.1220 | 210 | 0.8459 | -0.0705 | 0.8459 | 0.9197 |
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- | No log | 5.1707 | 212 | 0.8516 | -0.1151 | 0.8516 | 0.9228 |
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- | No log | 5.2195 | 214 | 0.8804 | -0.0444 | 0.8804 | 0.9383 |
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- | No log | 5.2683 | 216 | 0.9223 | 0.0741 | 0.9223 | 0.9604 |
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- | No log | 5.3171 | 218 | 0.9496 | -0.0123 | 0.9496 | 0.9745 |
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- | No log | 5.3659 | 220 | 1.0287 | -0.0214 | 1.0287 | 1.0143 |
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- | No log | 5.4146 | 222 | 0.9515 | -0.0295 | 0.9515 | 0.9754 |
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- | No log | 5.4634 | 224 | 0.9331 | -0.0095 | 0.9331 | 0.9660 |
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- | No log | 5.5122 | 226 | 0.8992 | 0.0361 | 0.8992 | 0.9482 |
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- | No log | 5.5610 | 228 | 0.9309 | 0.0525 | 0.9309 | 0.9648 |
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- | No log | 5.6098 | 230 | 0.8755 | 0.1485 | 0.8755 | 0.9357 |
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- | No log | 5.6585 | 232 | 0.8641 | -0.0200 | 0.8641 | 0.9296 |
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- | No log | 5.7073 | 234 | 0.8657 | 0.0239 | 0.8657 | 0.9304 |
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- | No log | 5.7561 | 236 | 0.8925 | 0.0574 | 0.8925 | 0.9447 |
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- | No log | 5.8049 | 238 | 0.8940 | 0.0574 | 0.8940 | 0.9455 |
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- | No log | 5.8537 | 240 | 0.7800 | 0.0798 | 0.7800 | 0.8832 |
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- | No log | 5.9024 | 242 | 0.7878 | 0.0592 | 0.7878 | 0.8876 |
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- | No log | 5.9512 | 244 | 0.7967 | 0.0522 | 0.7967 | 0.8926 |
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- | No log | 6.0 | 246 | 0.8612 | 0.1986 | 0.8612 | 0.9280 |
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- | No log | 6.0488 | 248 | 0.8527 | 0.2005 | 0.8527 | 0.9234 |
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- | No log | 6.0976 | 250 | 0.8856 | 0.2005 | 0.8856 | 0.9410 |
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- | No log | 6.1463 | 252 | 1.0245 | -0.1224 | 1.0245 | 1.0122 |
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- | No log | 6.1951 | 254 | 1.0861 | -0.1228 | 1.0861 | 1.0422 |
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- | No log | 6.2439 | 256 | 0.9359 | 0.0377 | 0.9359 | 0.9674 |
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- | No log | 6.2927 | 258 | 0.8866 | 0.1407 | 0.8866 | 0.9416 |
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- | No log | 6.3415 | 260 | 0.8256 | 0.0451 | 0.8256 | 0.9086 |
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- | No log | 6.3902 | 262 | 0.8108 | 0.1475 | 0.8108 | 0.9004 |
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- | No log | 6.4390 | 264 | 0.9721 | -0.0854 | 0.9721 | 0.9859 |
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- | No log | 6.4878 | 266 | 1.0590 | -0.1228 | 1.0590 | 1.0291 |
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- | No log | 6.5366 | 268 | 1.0097 | -0.0854 | 1.0097 | 1.0049 |
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- | No log | 6.5854 | 270 | 0.8872 | 0.1475 | 0.8872 | 0.9419 |
187
- | No log | 6.6341 | 272 | 0.8539 | 0.0301 | 0.8539 | 0.9241 |
188
- | No log | 6.6829 | 274 | 0.8102 | 0.1722 | 0.8102 | 0.9001 |
189
- | No log | 6.7317 | 276 | 0.8412 | 0.1379 | 0.8412 | 0.9171 |
190
- | No log | 6.7805 | 278 | 0.9610 | -0.0456 | 0.9610 | 0.9803 |
191
- | No log | 6.8293 | 280 | 0.9475 | 0.0438 | 0.9475 | 0.9734 |
192
- | No log | 6.8780 | 282 | 0.8743 | 0.0827 | 0.8743 | 0.9350 |
193
- | No log | 6.9268 | 284 | 0.8837 | -0.0056 | 0.8837 | 0.9400 |
194
- | No log | 6.9756 | 286 | 0.8496 | 0.0093 | 0.8496 | 0.9217 |
195
- | No log | 7.0244 | 288 | 0.8243 | 0.0732 | 0.8243 | 0.9079 |
196
- | No log | 7.0732 | 290 | 0.8377 | 0.0562 | 0.8377 | 0.9153 |
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- | No log | 7.1220 | 292 | 0.9053 | 0.0362 | 0.9053 | 0.9515 |
198
- | No log | 7.1707 | 294 | 0.9462 | -0.0163 | 0.9462 | 0.9727 |
199
- | No log | 7.2195 | 296 | 0.8664 | 0.1286 | 0.8664 | 0.9308 |
200
- | No log | 7.2683 | 298 | 0.8253 | 0.0639 | 0.8253 | 0.9085 |
201
- | No log | 7.3171 | 300 | 0.8518 | 0.0851 | 0.8518 | 0.9229 |
202
- | No log | 7.3659 | 302 | 0.9425 | 0.0301 | 0.9425 | 0.9708 |
203
- | No log | 7.4146 | 304 | 1.1073 | -0.0409 | 1.1073 | 1.0523 |
204
- | No log | 7.4634 | 306 | 1.3191 | -0.0238 | 1.3191 | 1.1485 |
205
- | No log | 7.5122 | 308 | 1.1636 | -0.0855 | 1.1636 | 1.0787 |
206
- | No log | 7.5610 | 310 | 0.9439 | 0.0831 | 0.9439 | 0.9715 |
207
- | No log | 7.6098 | 312 | 0.8789 | -0.0377 | 0.8789 | 0.9375 |
208
- | No log | 7.6585 | 314 | 0.8676 | -0.1176 | 0.8676 | 0.9314 |
209
- | No log | 7.7073 | 316 | 0.8728 | 0.0538 | 0.8728 | 0.9343 |
210
- | No log | 7.7561 | 318 | 0.9508 | -0.0471 | 0.9508 | 0.9751 |
211
- | No log | 7.8049 | 320 | 1.0652 | -0.0854 | 1.0652 | 1.0321 |
212
- | No log | 7.8537 | 322 | 0.9572 | 0.0793 | 0.9572 | 0.9784 |
213
- | No log | 7.9024 | 324 | 0.8902 | -0.0806 | 0.8902 | 0.9435 |
214
- | No log | 7.9512 | 326 | 0.8676 | -0.1278 | 0.8676 | 0.9314 |
215
- | No log | 8.0 | 328 | 0.8623 | 0.1001 | 0.8623 | 0.9286 |
216
- | No log | 8.0488 | 330 | 0.8691 | 0.0913 | 0.8691 | 0.9323 |
217
- | No log | 8.0976 | 332 | 0.8427 | -0.0054 | 0.8427 | 0.9180 |
218
- | No log | 8.1463 | 334 | 0.8229 | 0.0776 | 0.8229 | 0.9071 |
219
- | No log | 8.1951 | 336 | 0.7904 | 0.1311 | 0.7904 | 0.8890 |
220
- | No log | 8.2439 | 338 | 0.7584 | 0.1311 | 0.7584 | 0.8709 |
221
- | No log | 8.2927 | 340 | 0.7510 | 0.1311 | 0.7510 | 0.8666 |
222
- | No log | 8.3415 | 342 | 0.7737 | 0.1254 | 0.7737 | 0.8796 |
223
- | No log | 8.3902 | 344 | 0.8217 | 0.1199 | 0.8217 | 0.9065 |
224
- | No log | 8.4390 | 346 | 0.8739 | -0.1392 | 0.8739 | 0.9348 |
225
- | No log | 8.4878 | 348 | 0.9747 | -0.0076 | 0.9747 | 0.9873 |
226
- | No log | 8.5366 | 350 | 1.0127 | 0.0267 | 1.0127 | 1.0063 |
227
- | No log | 8.5854 | 352 | 0.9357 | 0.0062 | 0.9357 | 0.9673 |
228
- | No log | 8.6341 | 354 | 0.8861 | 0.0049 | 0.8861 | 0.9413 |
229
- | No log | 8.6829 | 356 | 0.8837 | 0.0364 | 0.8837 | 0.9401 |
230
- | No log | 8.7317 | 358 | 0.8191 | -0.0259 | 0.8191 | 0.9051 |
231
- | No log | 8.7805 | 360 | 0.7725 | 0.1254 | 0.7725 | 0.8789 |
232
- | No log | 8.8293 | 362 | 1.0963 | 0.0104 | 1.0963 | 1.0471 |
233
- | No log | 8.8780 | 364 | 1.3258 | -0.0116 | 1.3258 | 1.1514 |
234
- | No log | 8.9268 | 366 | 1.0832 | -0.0557 | 1.0832 | 1.0408 |
235
- | No log | 8.9756 | 368 | 0.8019 | 0.1565 | 0.8019 | 0.8955 |
236
- | No log | 9.0244 | 370 | 0.7098 | 0.0914 | 0.7098 | 0.8425 |
237
- | No log | 9.0732 | 372 | 0.7306 | 0.0914 | 0.7306 | 0.8547 |
238
- | No log | 9.1220 | 374 | 0.7591 | 0.1371 | 0.7591 | 0.8713 |
239
- | No log | 9.1707 | 376 | 0.9385 | -0.0031 | 0.9385 | 0.9688 |
240
- | No log | 9.2195 | 378 | 1.0827 | 0.0125 | 1.0827 | 1.0405 |
241
- | No log | 9.2683 | 380 | 0.9839 | -0.0471 | 0.9839 | 0.9919 |
242
- | No log | 9.3171 | 382 | 0.8826 | 0.0426 | 0.8826 | 0.9395 |
243
- | No log | 9.3659 | 384 | 0.8767 | -0.0598 | 0.8767 | 0.9363 |
244
- | No log | 9.4146 | 386 | 0.8794 | 0.0778 | 0.8794 | 0.9378 |
245
- | No log | 9.4634 | 388 | 0.9363 | 0.1286 | 0.9363 | 0.9676 |
246
- | No log | 9.5122 | 390 | 0.9824 | -0.0471 | 0.9824 | 0.9912 |
247
- | No log | 9.5610 | 392 | 0.9337 | 0.0793 | 0.9337 | 0.9663 |
248
- | No log | 9.6098 | 394 | 0.8494 | 0.0828 | 0.8494 | 0.9216 |
249
- | No log | 9.6585 | 396 | 0.8914 | 0.0913 | 0.8914 | 0.9441 |
250
- | No log | 9.7073 | 398 | 0.8855 | 0.0600 | 0.8855 | 0.9410 |
251
- | No log | 9.7561 | 400 | 0.9164 | 0.0456 | 0.9164 | 0.9573 |
252
- | No log | 9.8049 | 402 | 0.9071 | 0.0913 | 0.9071 | 0.9524 |
253
- | No log | 9.8537 | 404 | 0.8469 | 0.0282 | 0.8469 | 0.9203 |
254
- | No log | 9.9024 | 406 | 0.8337 | 0.0282 | 0.8337 | 0.9130 |
255
- | No log | 9.9512 | 408 | 0.8680 | 0.1001 | 0.8680 | 0.9317 |
256
- | No log | 10.0 | 410 | 0.8810 | 0.0525 | 0.8810 | 0.9386 |
257
- | No log | 10.0488 | 412 | 0.8712 | 0.0247 | 0.8712 | 0.9334 |
258
- | No log | 10.0976 | 414 | 0.8750 | -0.0444 | 0.8750 | 0.9354 |
259
- | No log | 10.1463 | 416 | 0.8591 | -0.0320 | 0.8591 | 0.9269 |
260
- | No log | 10.1951 | 418 | 0.8114 | -0.0086 | 0.8114 | 0.9008 |
261
- | No log | 10.2439 | 420 | 0.8877 | 0.0346 | 0.8877 | 0.9422 |
262
- | No log | 10.2927 | 422 | 0.9568 | -0.0101 | 0.9568 | 0.9782 |
263
- | No log | 10.3415 | 424 | 0.9854 | -0.0532 | 0.9854 | 0.9927 |
264
- | No log | 10.3902 | 426 | 0.9411 | -0.0031 | 0.9411 | 0.9701 |
265
- | No log | 10.4390 | 428 | 0.9164 | 0.0205 | 0.9164 | 0.9573 |
266
- | No log | 10.4878 | 430 | 0.9552 | -0.0441 | 0.9552 | 0.9773 |
267
- | No log | 10.5366 | 432 | 0.9781 | -0.0991 | 0.9781 | 0.9890 |
268
- | No log | 10.5854 | 434 | 1.0110 | -0.0441 | 1.0110 | 1.0055 |
269
- | No log | 10.6341 | 436 | 1.0048 | -0.0456 | 1.0048 | 1.0024 |
270
- | No log | 10.6829 | 438 | 0.9260 | -0.0694 | 0.9260 | 0.9623 |
271
- | No log | 10.7317 | 440 | 0.8900 | -0.0878 | 0.8900 | 0.9434 |
272
- | No log | 10.7805 | 442 | 0.8921 | -0.1628 | 0.8921 | 0.9445 |
273
- | No log | 10.8293 | 444 | 0.9142 | -0.0985 | 0.9142 | 0.9561 |
274
- | No log | 10.8780 | 446 | 0.9679 | -0.0441 | 0.9679 | 0.9838 |
275
- | No log | 10.9268 | 448 | 0.9450 | -0.1102 | 0.9450 | 0.9721 |
276
- | No log | 10.9756 | 450 | 0.8976 | -0.0549 | 0.8976 | 0.9474 |
277
- | No log | 11.0244 | 452 | 0.9045 | -0.0357 | 0.9045 | 0.9511 |
278
- | No log | 11.0732 | 454 | 0.9187 | -0.1280 | 0.9187 | 0.9585 |
279
- | No log | 11.1220 | 456 | 0.9148 | -0.0923 | 0.9148 | 0.9565 |
280
- | No log | 11.1707 | 458 | 0.8986 | -0.1335 | 0.8986 | 0.9479 |
281
- | No log | 11.2195 | 460 | 0.9011 | 0.0152 | 0.9011 | 0.9492 |
282
- | No log | 11.2683 | 462 | 0.8638 | 0.0600 | 0.8638 | 0.9294 |
283
- | No log | 11.3171 | 464 | 0.7834 | 0.1675 | 0.7834 | 0.8851 |
284
- | No log | 11.3659 | 466 | 0.7743 | 0.2078 | 0.7743 | 0.8799 |
285
- | No log | 11.4146 | 468 | 0.8275 | 0.1775 | 0.8275 | 0.9097 |
286
- | No log | 11.4634 | 470 | 0.9014 | -0.0008 | 0.9014 | 0.9494 |
287
- | No log | 11.5122 | 472 | 0.8894 | 0.0871 | 0.8894 | 0.9431 |
288
- | No log | 11.5610 | 474 | 0.8095 | 0.1740 | 0.8095 | 0.8997 |
289
- | No log | 11.6098 | 476 | 0.8309 | 0.0776 | 0.8309 | 0.9116 |
290
- | No log | 11.6585 | 478 | 0.8381 | 0.0821 | 0.8381 | 0.9155 |
291
- | No log | 11.7073 | 480 | 0.8492 | 0.2431 | 0.8492 | 0.9215 |
292
- | No log | 11.7561 | 482 | 0.8349 | 0.2431 | 0.8349 | 0.9137 |
293
- | No log | 11.8049 | 484 | 0.8290 | 0.1807 | 0.8290 | 0.9105 |
294
- | No log | 11.8537 | 486 | 0.8490 | -0.0152 | 0.8490 | 0.9214 |
295
- | No log | 11.9024 | 488 | 0.8503 | -0.0059 | 0.8503 | 0.9221 |
296
- | No log | 11.9512 | 490 | 0.8591 | 0.1311 | 0.8591 | 0.9269 |
297
- | No log | 12.0 | 492 | 0.9357 | -0.0441 | 0.9357 | 0.9673 |
298
- | No log | 12.0488 | 494 | 0.9457 | -0.0456 | 0.9457 | 0.9725 |
299
- | No log | 12.0976 | 496 | 0.9108 | 0.0490 | 0.9108 | 0.9544 |
300
- | No log | 12.1463 | 498 | 0.7997 | 0.0357 | 0.7997 | 0.8942 |
301
- | 0.3007 | 12.1951 | 500 | 0.7665 | 0.0412 | 0.7665 | 0.8755 |
302
- | 0.3007 | 12.2439 | 502 | 0.8110 | 0.0357 | 0.8110 | 0.9006 |
303
- | 0.3007 | 12.2927 | 504 | 0.8912 | -0.0283 | 0.8912 | 0.9440 |
304
- | 0.3007 | 12.3415 | 506 | 0.9449 | -0.0341 | 0.9449 | 0.9721 |
305
- | 0.3007 | 12.3902 | 508 | 1.0440 | -0.0496 | 1.0440 | 1.0218 |
306
- | 0.3007 | 12.4390 | 510 | 1.1783 | -0.0028 | 1.1783 | 1.0855 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k16_task3_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k16_task3_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.8244
19
+ - Qwk: 0.0639
20
+ - Mse: 0.8244
21
+ - Rmse: 0.9080
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0465 | 2 | 3.7246 | -0.0068 | 3.7246 | 1.9299 |
53
+ | No log | 0.0930 | 4 | 2.0014 | 0.0304 | 2.0014 | 1.4147 |
54
+ | No log | 0.1395 | 6 | 1.8875 | 0.0372 | 1.8875 | 1.3739 |
55
+ | No log | 0.1860 | 8 | 1.6258 | -0.0702 | 1.6258 | 1.2751 |
56
+ | No log | 0.2326 | 10 | 0.9176 | -0.1688 | 0.9176 | 0.9579 |
57
+ | No log | 0.2791 | 12 | 0.7535 | -0.1236 | 0.7535 | 0.8680 |
58
+ | No log | 0.3256 | 14 | 0.9002 | 0.0026 | 0.9002 | 0.9488 |
59
+ | No log | 0.3721 | 16 | 1.1537 | 0.0279 | 1.1537 | 1.0741 |
60
+ | No log | 0.4186 | 18 | 1.3957 | 0.0 | 1.3957 | 1.1814 |
61
+ | No log | 0.4651 | 20 | 1.3179 | 0.0 | 1.3179 | 1.1480 |
62
+ | No log | 0.5116 | 22 | 1.0646 | -0.0234 | 1.0646 | 1.0318 |
63
+ | No log | 0.5581 | 24 | 0.9999 | -0.0695 | 0.9999 | 0.9999 |
64
+ | No log | 0.6047 | 26 | 0.9609 | -0.0686 | 0.9609 | 0.9803 |
65
+ | No log | 0.6512 | 28 | 1.0698 | -0.0234 | 1.0698 | 1.0343 |
66
+ | No log | 0.6977 | 30 | 0.9765 | 0.0083 | 0.9765 | 0.9882 |
67
+ | No log | 0.7442 | 32 | 1.0029 | -0.0221 | 1.0029 | 1.0014 |
68
+ | No log | 0.7907 | 34 | 1.1231 | -0.0234 | 1.1231 | 1.0598 |
69
+ | No log | 0.8372 | 36 | 1.0281 | -0.0468 | 1.0281 | 1.0140 |
70
+ | No log | 0.8837 | 38 | 0.9512 | -0.0372 | 0.9512 | 0.9753 |
71
+ | No log | 0.9302 | 40 | 0.7967 | -0.0766 | 0.7967 | 0.8926 |
72
+ | No log | 0.9767 | 42 | 0.7191 | 0.0 | 0.7191 | 0.8480 |
73
+ | No log | 1.0233 | 44 | 0.7244 | 0.0 | 0.7244 | 0.8511 |
74
+ | No log | 1.0698 | 46 | 0.7943 | -0.0739 | 0.7943 | 0.8912 |
75
+ | No log | 1.1163 | 48 | 0.8178 | -0.1241 | 0.8178 | 0.9043 |
76
+ | No log | 1.1628 | 50 | 0.7800 | -0.0679 | 0.7800 | 0.8832 |
77
+ | No log | 1.2093 | 52 | 0.8207 | -0.1233 | 0.8207 | 0.9059 |
78
+ | No log | 1.2558 | 54 | 1.0522 | -0.0359 | 1.0522 | 1.0258 |
79
+ | No log | 1.3023 | 56 | 1.0617 | -0.1612 | 1.0617 | 1.0304 |
80
+ | No log | 1.3488 | 58 | 0.9348 | -0.0878 | 0.9348 | 0.9669 |
81
+ | No log | 1.3953 | 60 | 0.8498 | -0.1244 | 0.8498 | 0.9218 |
82
+ | No log | 1.4419 | 62 | 0.7397 | 0.0555 | 0.7397 | 0.8601 |
83
+ | No log | 1.4884 | 64 | 0.7083 | 0.0555 | 0.7083 | 0.8416 |
84
+ | No log | 1.5349 | 66 | 0.7603 | -0.0069 | 0.7603 | 0.8719 |
85
+ | No log | 1.5814 | 68 | 1.1730 | -0.0720 | 1.1730 | 1.0831 |
86
+ | No log | 1.6279 | 70 | 1.6100 | 0.0032 | 1.6100 | 1.2689 |
87
+ | No log | 1.6744 | 72 | 1.6552 | 0.0279 | 1.6552 | 1.2865 |
88
+ | No log | 1.7209 | 74 | 1.3500 | 0.0083 | 1.3500 | 1.1619 |
89
+ | No log | 1.7674 | 76 | 0.9280 | -0.0902 | 0.9280 | 0.9633 |
90
+ | No log | 1.8140 | 78 | 0.7687 | 0.0374 | 0.7687 | 0.8768 |
91
+ | No log | 1.8605 | 80 | 0.7334 | -0.0069 | 0.7334 | 0.8564 |
92
+ | No log | 1.9070 | 82 | 0.7383 | -0.0069 | 0.7383 | 0.8593 |
93
+ | No log | 1.9535 | 84 | 0.9509 | 0.0793 | 0.9509 | 0.9752 |
94
+ | No log | 2.0 | 86 | 1.4532 | -0.0433 | 1.4532 | 1.2055 |
95
+ | No log | 2.0465 | 88 | 1.4944 | -0.0422 | 1.4944 | 1.2225 |
96
+ | No log | 2.0930 | 90 | 1.0408 | 0.1399 | 1.0408 | 1.0202 |
97
+ | No log | 2.1395 | 92 | 0.8014 | 0.0759 | 0.8014 | 0.8952 |
98
+ | No log | 2.1860 | 94 | 0.8661 | -0.0331 | 0.8661 | 0.9306 |
99
+ | No log | 2.2326 | 96 | 1.1521 | 0.0147 | 1.1521 | 1.0733 |
100
+ | No log | 2.2791 | 98 | 1.3601 | 0.0585 | 1.3601 | 1.1662 |
101
+ | No log | 2.3256 | 100 | 1.0854 | -0.0500 | 1.0854 | 1.0418 |
102
+ | No log | 2.3721 | 102 | 0.7757 | 0.0918 | 0.7757 | 0.8807 |
103
+ | No log | 2.4186 | 104 | 0.8418 | -0.1538 | 0.8418 | 0.9175 |
104
+ | No log | 2.4651 | 106 | 0.8415 | -0.0633 | 0.8415 | 0.9173 |
105
+ | No log | 2.5116 | 108 | 0.9006 | -0.1152 | 0.9006 | 0.9490 |
106
+ | No log | 2.5581 | 110 | 1.2271 | 0.0305 | 1.2271 | 1.1077 |
107
+ | No log | 2.6047 | 112 | 0.9688 | -0.0878 | 0.9688 | 0.9843 |
108
+ | No log | 2.6512 | 114 | 0.7820 | -0.1001 | 0.7820 | 0.8843 |
109
+ | No log | 2.6977 | 116 | 0.8291 | -0.0939 | 0.8291 | 0.9105 |
110
+ | No log | 2.7442 | 118 | 0.7714 | -0.0499 | 0.7714 | 0.8783 |
111
+ | No log | 2.7907 | 120 | 0.9501 | 0.0287 | 0.9501 | 0.9747 |
112
+ | No log | 2.8372 | 122 | 0.9907 | 0.0287 | 0.9907 | 0.9953 |
113
+ | No log | 2.8837 | 124 | 0.7636 | 0.0496 | 0.7636 | 0.8738 |
114
+ | No log | 2.9302 | 126 | 0.7512 | -0.0571 | 0.7512 | 0.8667 |
115
+ | No log | 2.9767 | 128 | 0.7572 | -0.0152 | 0.7572 | 0.8702 |
116
+ | No log | 3.0233 | 130 | 0.8866 | 0.0456 | 0.8866 | 0.9416 |
117
+ | No log | 3.0698 | 132 | 0.7488 | -0.0179 | 0.7488 | 0.8653 |
118
+ | No log | 3.1163 | 134 | 0.7391 | 0.0395 | 0.7391 | 0.8597 |
119
+ | No log | 3.1628 | 136 | 0.7963 | 0.0999 | 0.7963 | 0.8923 |
120
+ | No log | 3.2093 | 138 | 0.7861 | 0.0588 | 0.7861 | 0.8866 |
121
+ | No log | 3.2558 | 140 | 0.7664 | 0.0814 | 0.7664 | 0.8755 |
122
+ | No log | 3.3023 | 142 | 0.8022 | 0.0338 | 0.8022 | 0.8957 |
123
+ | No log | 3.3488 | 144 | 1.1238 | -0.0571 | 1.1238 | 1.0601 |
124
+ | No log | 3.3953 | 146 | 1.2460 | 0.0945 | 1.2460 | 1.1162 |
125
+ | No log | 3.4419 | 148 | 0.9069 | -0.1734 | 0.9069 | 0.9523 |
126
+ | No log | 3.4884 | 150 | 0.9593 | -0.0616 | 0.9593 | 0.9794 |
127
+ | No log | 3.5349 | 152 | 0.9033 | -0.0771 | 0.9033 | 0.9504 |
128
+ | No log | 3.5814 | 154 | 0.8924 | 0.0226 | 0.8924 | 0.9447 |
129
+ | No log | 3.6279 | 156 | 1.0415 | -0.1159 | 1.0415 | 1.0205 |
130
+ | No log | 3.6744 | 158 | 0.8618 | 0.0327 | 0.8618 | 0.9283 |
131
+ | No log | 3.7209 | 160 | 0.8643 | -0.0904 | 0.8643 | 0.9297 |
132
+ | No log | 3.7674 | 162 | 0.8325 | 0.0509 | 0.8325 | 0.9124 |
133
+ | No log | 3.8140 | 164 | 0.8676 | 0.0226 | 0.8676 | 0.9314 |
134
+ | No log | 3.8605 | 166 | 0.8973 | 0.0175 | 0.8973 | 0.9473 |
135
+ | No log | 3.9070 | 168 | 0.8325 | 0.0027 | 0.8325 | 0.9124 |
136
+ | No log | 3.9535 | 170 | 0.9022 | -0.0059 | 0.9022 | 0.9498 |
137
+ | No log | 4.0 | 172 | 0.8618 | -0.0796 | 0.8618 | 0.9284 |
138
+ | No log | 4.0465 | 174 | 0.8376 | 0.0359 | 0.8376 | 0.9152 |
139
+ | No log | 4.0930 | 176 | 0.7910 | 0.1413 | 0.7910 | 0.8894 |
140
+ | No log | 4.1395 | 178 | 0.8113 | -0.0214 | 0.8113 | 0.9007 |
141
+ | No log | 4.1860 | 180 | 0.7716 | 0.0122 | 0.7716 | 0.8784 |
142
+ | No log | 4.2326 | 182 | 0.7906 | 0.0175 | 0.7906 | 0.8892 |
143
+ | No log | 4.2791 | 184 | 0.7667 | 0.1856 | 0.7667 | 0.8756 |
144
+ | No log | 4.3256 | 186 | 0.8539 | -0.0528 | 0.8539 | 0.9241 |
145
+ | No log | 4.3721 | 188 | 0.8714 | -0.0528 | 0.8714 | 0.9335 |
146
+ | No log | 4.4186 | 190 | 0.7605 | 0.0598 | 0.7605 | 0.8721 |
147
+ | No log | 4.4651 | 192 | 0.7640 | 0.1506 | 0.7640 | 0.8741 |
148
+ | No log | 4.5116 | 194 | 0.7475 | 0.0334 | 0.7475 | 0.8646 |
149
+ | No log | 4.5581 | 196 | 0.7799 | 0.0089 | 0.7799 | 0.8831 |
150
+ | No log | 4.6047 | 198 | 0.8485 | -0.0692 | 0.8485 | 0.9211 |
151
+ | No log | 4.6512 | 200 | 0.8231 | -0.0366 | 0.8231 | 0.9073 |
152
+ | No log | 4.6977 | 202 | 0.8408 | 0.0357 | 0.8408 | 0.9170 |
153
+ | No log | 4.7442 | 204 | 0.8535 | -0.0810 | 0.8535 | 0.9239 |
154
+ | No log | 4.7907 | 206 | 0.9587 | -0.0861 | 0.9587 | 0.9791 |
155
+ | No log | 4.8372 | 208 | 0.8990 | -0.0996 | 0.8990 | 0.9481 |
156
+ | No log | 4.8837 | 210 | 0.8625 | -0.0717 | 0.8625 | 0.9287 |
157
+ | No log | 4.9302 | 212 | 0.8406 | 0.0 | 0.8406 | 0.9169 |
158
+ | No log | 4.9767 | 214 | 0.8643 | 0.0247 | 0.8643 | 0.9297 |
159
+ | No log | 5.0233 | 216 | 0.8506 | -0.0930 | 0.8506 | 0.9223 |
160
+ | No log | 5.0698 | 218 | 0.9301 | -0.1194 | 0.9301 | 0.9644 |
161
+ | No log | 5.1163 | 220 | 0.8812 | -0.1709 | 0.8812 | 0.9387 |
162
+ | No log | 5.1628 | 222 | 0.9657 | -0.0408 | 0.9657 | 0.9827 |
163
+ | No log | 5.2093 | 224 | 1.1581 | -0.0218 | 1.1581 | 1.0762 |
164
+ | No log | 5.2558 | 226 | 0.9267 | -0.0283 | 0.9267 | 0.9627 |
165
+ | No log | 5.3023 | 228 | 0.8749 | -0.1538 | 0.8749 | 0.9354 |
166
+ | No log | 5.3488 | 230 | 0.8798 | -0.1843 | 0.8798 | 0.9380 |
167
+ | No log | 5.3953 | 232 | 0.8413 | -0.1531 | 0.8413 | 0.9172 |
168
+ | No log | 5.4419 | 234 | 0.8417 | -0.1106 | 0.8417 | 0.9174 |
169
+ | No log | 5.4884 | 236 | 0.8380 | -0.1100 | 0.8380 | 0.9154 |
170
+ | No log | 5.5349 | 238 | 0.8259 | -0.0675 | 0.8259 | 0.9088 |
171
+ | No log | 5.5814 | 240 | 0.7798 | -0.0609 | 0.7798 | 0.8831 |
172
+ | No log | 5.6279 | 242 | 0.7613 | -0.0571 | 0.7613 | 0.8726 |
173
+ | No log | 5.6744 | 244 | 0.7668 | -0.0101 | 0.7668 | 0.8757 |
174
+ | No log | 5.7209 | 246 | 0.7946 | 0.0334 | 0.7946 | 0.8914 |
175
+ | No log | 5.7674 | 248 | 0.8031 | 0.0807 | 0.8031 | 0.8962 |
176
+ | No log | 5.8140 | 250 | 0.7792 | -0.1088 | 0.7792 | 0.8827 |
177
+ | No log | 5.8605 | 252 | 0.8104 | -0.1470 | 0.8104 | 0.9002 |
178
+ | No log | 5.9070 | 254 | 0.7914 | -0.1026 | 0.7914 | 0.8896 |
179
+ | No log | 5.9535 | 256 | 0.8502 | 0.0512 | 0.8502 | 0.9221 |
180
+ | No log | 6.0 | 258 | 0.8092 | 0.0191 | 0.8092 | 0.8996 |
181
+ | No log | 6.0465 | 260 | 0.8370 | -0.0204 | 0.8370 | 0.9149 |
182
+ | No log | 6.0930 | 262 | 0.8940 | 0.0734 | 0.8940 | 0.9455 |
183
+ | No log | 6.1395 | 264 | 0.8534 | -0.1045 | 0.8534 | 0.9238 |
184
+ | No log | 6.1860 | 266 | 0.8198 | -0.0145 | 0.8198 | 0.9055 |
185
+ | No log | 6.2326 | 268 | 0.8200 | -0.0145 | 0.8200 | 0.9056 |
186
+ | No log | 6.2791 | 270 | 0.8376 | -0.0658 | 0.8376 | 0.9152 |
187
+ | No log | 6.3256 | 272 | 0.8527 | -0.0658 | 0.8527 | 0.9234 |
188
+ | No log | 6.3721 | 274 | 0.8481 | -0.0113 | 0.8481 | 0.9209 |
189
+ | No log | 6.4186 | 276 | 0.8243 | -0.1026 | 0.8243 | 0.9079 |
190
+ | No log | 6.4651 | 278 | 0.8080 | -0.0428 | 0.8080 | 0.8989 |
191
+ | No log | 6.5116 | 280 | 0.7847 | -0.0550 | 0.7847 | 0.8858 |
192
+ | No log | 6.5581 | 282 | 0.7885 | -0.1018 | 0.7885 | 0.8880 |
193
+ | No log | 6.6047 | 284 | 0.8200 | -0.0826 | 0.8200 | 0.9055 |
194
+ | No log | 6.6512 | 286 | 0.8767 | -0.1834 | 0.8767 | 0.9363 |
195
+ | No log | 6.6977 | 288 | 0.9833 | -0.0317 | 0.9833 | 0.9916 |
196
+ | No log | 6.7442 | 290 | 0.9799 | -0.1145 | 0.9799 | 0.9899 |
197
+ | No log | 6.7907 | 292 | 0.9269 | -0.1163 | 0.9269 | 0.9628 |
198
+ | No log | 6.8372 | 294 | 1.0290 | -0.1065 | 1.0290 | 1.0144 |
199
+ | No log | 6.8837 | 296 | 1.0308 | -0.1065 | 1.0308 | 1.0153 |
200
+ | No log | 6.9302 | 298 | 0.9483 | -0.1088 | 0.9483 | 0.9738 |
201
+ | No log | 6.9767 | 300 | 0.8615 | -0.1155 | 0.8615 | 0.9282 |
202
+ | No log | 7.0233 | 302 | 0.9106 | -0.0896 | 0.9106 | 0.9542 |
203
+ | No log | 7.0698 | 304 | 0.8660 | -0.1588 | 0.8660 | 0.9306 |
204
+ | No log | 7.1163 | 306 | 0.9435 | -0.0336 | 0.9435 | 0.9713 |
205
+ | No log | 7.1628 | 308 | 1.2123 | -0.0608 | 1.2123 | 1.1010 |
206
+ | No log | 7.2093 | 310 | 1.0730 | -0.0253 | 1.0730 | 1.0359 |
207
+ | No log | 7.2558 | 312 | 0.8275 | -0.0541 | 0.8275 | 0.9097 |
208
+ | No log | 7.3023 | 314 | 0.9043 | -0.0442 | 0.9043 | 0.9510 |
209
+ | No log | 7.3488 | 316 | 0.8759 | -0.0477 | 0.8759 | 0.9359 |
210
+ | No log | 7.3953 | 318 | 0.7766 | -0.0967 | 0.7766 | 0.8812 |
211
+ | No log | 7.4419 | 320 | 0.8352 | 0.0953 | 0.8352 | 0.9139 |
212
+ | No log | 7.4884 | 322 | 0.8255 | 0.0909 | 0.8255 | 0.9086 |
213
+ | No log | 7.5349 | 324 | 0.7637 | 0.0395 | 0.7637 | 0.8739 |
214
+ | No log | 7.5814 | 326 | 0.7825 | -0.1398 | 0.7825 | 0.8846 |
215
+ | No log | 7.6279 | 328 | 0.7973 | -0.0465 | 0.7973 | 0.8929 |
216
+ | No log | 7.6744 | 330 | 0.9531 | 0.0233 | 0.9531 | 0.9762 |
217
+ | No log | 7.7209 | 332 | 1.0713 | -0.0595 | 1.0713 | 1.0350 |
218
+ | No log | 7.7674 | 334 | 0.8744 | 0.0091 | 0.8744 | 0.9351 |
219
+ | No log | 7.8140 | 336 | 0.8604 | -0.1002 | 0.8604 | 0.9276 |
220
+ | No log | 7.8605 | 338 | 0.8548 | -0.1002 | 0.8548 | 0.9246 |
221
+ | No log | 7.9070 | 340 | 0.8246 | 0.0851 | 0.8246 | 0.9081 |
222
+ | No log | 7.9535 | 342 | 0.8164 | 0.0495 | 0.8164 | 0.9036 |
223
+ | No log | 8.0 | 344 | 0.8187 | 0.0846 | 0.8187 | 0.9048 |
224
+ | No log | 8.0465 | 346 | 0.8285 | 0.0893 | 0.8285 | 0.9102 |
225
+ | No log | 8.0930 | 348 | 0.8383 | -0.0717 | 0.8383 | 0.9156 |
226
+ | No log | 8.1395 | 350 | 0.8605 | 0.0283 | 0.8605 | 0.9277 |
227
+ | No log | 8.1860 | 352 | 0.9299 | 0.0084 | 0.9299 | 0.9643 |
228
+ | No log | 8.2326 | 354 | 0.9317 | -0.0094 | 0.9317 | 0.9652 |
229
+ | No log | 8.2791 | 356 | 0.8173 | 0.0393 | 0.8173 | 0.9040 |
230
+ | No log | 8.3256 | 358 | 0.7960 | -0.0967 | 0.7960 | 0.8922 |
231
+ | No log | 8.3721 | 360 | 0.8017 | 0.0828 | 0.8017 | 0.8954 |
232
+ | No log | 8.4186 | 362 | 0.8565 | 0.0755 | 0.8565 | 0.9255 |
233
+ | No log | 8.4651 | 364 | 0.8423 | 0.1239 | 0.8423 | 0.9178 |
234
+ | No log | 8.5116 | 366 | 0.8005 | -0.0387 | 0.8005 | 0.8947 |
235
+ | No log | 8.5581 | 368 | 0.8926 | 0.0377 | 0.8926 | 0.9448 |
236
+ | No log | 8.6047 | 370 | 0.8257 | -0.1051 | 0.8257 | 0.9087 |
237
+ | No log | 8.6512 | 372 | 0.8398 | 0.0068 | 0.8398 | 0.9164 |
238
+ | No log | 8.6977 | 374 | 1.1599 | 0.0238 | 1.1599 | 1.0770 |
239
+ | No log | 8.7442 | 376 | 0.9975 | 0.0515 | 0.9975 | 0.9987 |
240
+ | No log | 8.7907 | 378 | 0.7840 | 0.0628 | 0.7840 | 0.8854 |
241
+ | No log | 8.8372 | 380 | 0.7208 | -0.0065 | 0.7208 | 0.8490 |
242
+ | No log | 8.8837 | 382 | 0.7104 | -0.0065 | 0.7104 | 0.8429 |
243
+ | No log | 8.9302 | 384 | 0.7153 | -0.0571 | 0.7153 | 0.8457 |
244
+ | No log | 8.9767 | 386 | 0.7211 | 0.0416 | 0.7211 | 0.8492 |
245
+ | No log | 9.0233 | 388 | 0.8703 | 0.0486 | 0.8703 | 0.9329 |
246
+ | No log | 9.0698 | 390 | 0.8490 | 0.0545 | 0.8490 | 0.9214 |
247
+ | No log | 9.1163 | 392 | 0.7225 | -0.0096 | 0.7225 | 0.8500 |
248
+ | No log | 9.1628 | 394 | 0.7607 | -0.0738 | 0.7607 | 0.8722 |
249
+ | No log | 9.2093 | 396 | 0.8050 | -0.0121 | 0.8050 | 0.8972 |
250
+ | No log | 9.2558 | 398 | 0.7436 | -0.0387 | 0.7436 | 0.8623 |
251
+ | No log | 9.3023 | 400 | 0.7765 | 0.2009 | 0.7765 | 0.8812 |
252
+ | No log | 9.3488 | 402 | 0.7871 | 0.1836 | 0.7871 | 0.8872 |
253
+ | No log | 9.3953 | 404 | 0.7364 | 0.0814 | 0.7364 | 0.8582 |
254
+ | No log | 9.4419 | 406 | 0.7554 | -0.0307 | 0.7554 | 0.8691 |
255
+ | No log | 9.4884 | 408 | 0.7888 | -0.0271 | 0.7888 | 0.8882 |
256
+ | No log | 9.5349 | 410 | 0.7535 | -0.0992 | 0.7535 | 0.8680 |
257
+ | No log | 9.5814 | 412 | 0.7886 | 0.0282 | 0.7886 | 0.8880 |
258
+ | No log | 9.6279 | 414 | 0.7725 | -0.0170 | 0.7725 | 0.8789 |
259
+ | No log | 9.6744 | 416 | 0.8408 | 0.0867 | 0.8408 | 0.9170 |
260
+ | No log | 9.7209 | 418 | 0.8605 | 0.0711 | 0.8605 | 0.9276 |
261
+ | No log | 9.7674 | 420 | 0.8665 | -0.0008 | 0.8665 | 0.9309 |
262
+ | No log | 9.8140 | 422 | 0.8107 | 0.0205 | 0.8107 | 0.9004 |
263
+ | No log | 9.8605 | 424 | 0.7729 | -0.0062 | 0.7729 | 0.8791 |
264
+ | No log | 9.9070 | 426 | 0.7858 | -0.1091 | 0.7858 | 0.8864 |
265
+ | No log | 9.9535 | 428 | 0.7918 | -0.1474 | 0.7918 | 0.8898 |
266
+ | No log | 10.0 | 430 | 0.7848 | -0.1538 | 0.7848 | 0.8859 |
267
+ | No log | 10.0465 | 432 | 0.7290 | 0.1081 | 0.7290 | 0.8538 |
268
+ | No log | 10.0930 | 434 | 0.7834 | 0.1047 | 0.7834 | 0.8851 |
269
+ | No log | 10.1395 | 436 | 0.8009 | 0.0588 | 0.8009 | 0.8949 |
270
+ | No log | 10.1860 | 438 | 0.7792 | 0.0 | 0.7792 | 0.8827 |
271
+ | No log | 10.2326 | 440 | 0.8539 | -0.1245 | 0.8539 | 0.9241 |
272
+ | No log | 10.2791 | 442 | 0.8531 | -0.1194 | 0.8531 | 0.9236 |
273
+ | No log | 10.3256 | 444 | 0.7802 | -0.0329 | 0.7802 | 0.8833 |
274
+ | No log | 10.3721 | 446 | 0.8072 | 0.1096 | 0.8072 | 0.8984 |
275
+ | No log | 10.4186 | 448 | 0.8245 | 0.0409 | 0.8245 | 0.9080 |
276
+ | No log | 10.4651 | 450 | 0.7819 | 0.0999 | 0.7819 | 0.8842 |
277
+ | No log | 10.5116 | 452 | 0.7335 | -0.0513 | 0.7335 | 0.8565 |
278
+ | No log | 10.5581 | 454 | 0.8086 | -0.0949 | 0.8086 | 0.8992 |
279
+ | No log | 10.6047 | 456 | 0.8352 | -0.0904 | 0.8352 | 0.9139 |
280
+ | No log | 10.6512 | 458 | 0.8171 | 0.0798 | 0.8171 | 0.9039 |
281
+ | No log | 10.6977 | 460 | 0.8611 | 0.0608 | 0.8611 | 0.9280 |
282
+ | No log | 10.7442 | 462 | 0.8329 | 0.0330 | 0.8329 | 0.9126 |
283
+ | No log | 10.7907 | 464 | 0.8562 | -0.0107 | 0.8562 | 0.9253 |
284
+ | No log | 10.8372 | 466 | 0.8553 | -0.0107 | 0.8553 | 0.9248 |
285
+ | No log | 10.8837 | 468 | 0.8087 | 0.0376 | 0.8087 | 0.8993 |
286
+ | No log | 10.9302 | 470 | 0.9274 | -0.0182 | 0.9274 | 0.9630 |
287
+ | No log | 10.9767 | 472 | 1.0693 | 0.0282 | 1.0693 | 1.0341 |
288
+ | No log | 11.0233 | 474 | 1.0165 | 0.0305 | 1.0165 | 1.0082 |
289
+ | No log | 11.0698 | 476 | 0.8670 | 0.0576 | 0.8670 | 0.9311 |
290
+ | No log | 11.1163 | 478 | 0.7764 | 0.1675 | 0.7764 | 0.8811 |
291
+ | No log | 11.1628 | 480 | 0.7698 | 0.1659 | 0.7698 | 0.8774 |
292
+ | No log | 11.2093 | 482 | 0.8518 | -0.0122 | 0.8518 | 0.9229 |
293
+ | No log | 11.2558 | 484 | 0.9214 | 0.0545 | 0.9214 | 0.9599 |
294
+ | No log | 11.3023 | 486 | 0.8699 | -0.0122 | 0.8699 | 0.9327 |
295
+ | No log | 11.3488 | 488 | 0.7776 | 0.1617 | 0.7776 | 0.8818 |
296
+ | No log | 11.3953 | 490 | 0.7644 | 0.1298 | 0.7644 | 0.8743 |
297
+ | No log | 11.4419 | 492 | 0.7535 | 0.1298 | 0.7535 | 0.8680 |
298
+ | No log | 11.4884 | 494 | 0.7431 | 0.1298 | 0.7431 | 0.8620 |
299
+ | No log | 11.5349 | 496 | 0.8243 | 0.0346 | 0.8243 | 0.9079 |
300
+ | No log | 11.5814 | 498 | 0.8956 | -0.0143 | 0.8956 | 0.9463 |
301
+ | 0.368 | 11.6279 | 500 | 0.8305 | 0.0786 | 0.8305 | 0.9113 |
302
+ | 0.368 | 11.6744 | 502 | 0.7938 | 0.1143 | 0.7938 | 0.8909 |
303
+ | 0.368 | 11.7209 | 504 | 0.8121 | 0.0757 | 0.8121 | 0.9012 |
304
+ | 0.368 | 11.7674 | 506 | 0.8349 | 0.0586 | 0.8349 | 0.9137 |
305
+ | 0.368 | 11.8140 | 508 | 0.8230 | 0.0725 | 0.8230 | 0.9072 |
306
+ | 0.368 | 11.8605 | 510 | 0.8026 | 0.0840 | 0.8026 | 0.8959 |
307
+ | 0.368 | 11.9070 | 512 | 0.8130 | 0.0377 | 0.8130 | 0.9017 |
308
+ | 0.368 | 11.9535 | 514 | 0.7956 | 0.0867 | 0.7956 | 0.8920 |
309
+ | 0.368 | 12.0 | 516 | 0.7593 | 0.0444 | 0.7593 | 0.8714 |
310
+ | 0.368 | 12.0465 | 518 | 0.7895 | -0.0248 | 0.7895 | 0.8885 |
311
+ | 0.368 | 12.0930 | 520 | 0.7779 | 0.0074 | 0.7779 | 0.8820 |
312
+ | 0.368 | 12.1395 | 522 | 0.7662 | 0.0460 | 0.7662 | 0.8753 |
313
+ | 0.368 | 12.1860 | 524 | 0.7671 | 0.1599 | 0.7671 | 0.8758 |
314
+ | 0.368 | 12.2326 | 526 | 0.7662 | 0.1249 | 0.7662 | 0.8753 |
315
+ | 0.368 | 12.2791 | 528 | 0.7714 | 0.1249 | 0.7714 | 0.8783 |
316
+ | 0.368 | 12.3256 | 530 | 0.7626 | -0.0056 | 0.7626 | 0.8733 |
317
+ | 0.368 | 12.3721 | 532 | 0.7618 | -0.1399 | 0.7618 | 0.8728 |
318
+ | 0.368 | 12.4186 | 534 | 0.7408 | -0.1067 | 0.7408 | 0.8607 |
319
+ | 0.368 | 12.4651 | 536 | 0.7384 | 0.0814 | 0.7384 | 0.8593 |
320
+ | 0.368 | 12.5116 | 538 | 0.7757 | 0.1202 | 0.7757 | 0.8807 |
321
+ | 0.368 | 12.5581 | 540 | 0.8614 | 0.0442 | 0.8614 | 0.9281 |
322
+ | 0.368 | 12.6047 | 542 | 0.9273 | -0.0122 | 0.9273 | 0.9630 |
323
+ | 0.368 | 12.6512 | 544 | 0.8589 | 0.0442 | 0.8589 | 0.9268 |
324
+ | 0.368 | 12.6977 | 546 | 0.7514 | 0.1318 | 0.7514 | 0.8668 |
325
+ | 0.368 | 12.7442 | 548 | 0.7533 | -0.0469 | 0.7533 | 0.8679 |
326
+ | 0.368 | 12.7907 | 550 | 0.7741 | -0.1329 | 0.7741 | 0.8798 |
327
+ | 0.368 | 12.8372 | 552 | 0.7768 | -0.0446 | 0.7768 | 0.8814 |
328
+ | 0.368 | 12.8837 | 554 | 0.7941 | 0.0357 | 0.7941 | 0.8911 |
329
+ | 0.368 | 12.9302 | 556 | 0.8220 | 0.1506 | 0.8220 | 0.9067 |
330
+ | 0.368 | 12.9767 | 558 | 0.8225 | 0.1449 | 0.8225 | 0.9069 |
331
+ | 0.368 | 13.0233 | 560 | 0.7916 | 0.1254 | 0.7916 | 0.8897 |
332
+ | 0.368 | 13.0698 | 562 | 0.7792 | 0.0376 | 0.7792 | 0.8827 |
333
+ | 0.368 | 13.1163 | 564 | 0.7854 | 0.0376 | 0.7854 | 0.8862 |
334
+ | 0.368 | 13.1628 | 566 | 0.7918 | 0.0741 | 0.7918 | 0.8898 |
335
+ | 0.368 | 13.2093 | 568 | 0.8064 | 0.0741 | 0.8064 | 0.8980 |
336
+ | 0.368 | 13.2558 | 570 | 0.8249 | 0.0913 | 0.8249 | 0.9082 |
337
+ | 0.368 | 13.3023 | 572 | 0.8011 | 0.1199 | 0.8011 | 0.8951 |
338
+ | 0.368 | 13.3488 | 574 | 0.7755 | 0.0741 | 0.7755 | 0.8806 |
339
+ | 0.368 | 13.3953 | 576 | 0.7824 | 0.1196 | 0.7824 | 0.8845 |
340
+ | 0.368 | 13.4419 | 578 | 0.7979 | 0.1612 | 0.7979 | 0.8933 |
341
+ | 0.368 | 13.4884 | 580 | 0.7934 | 0.0749 | 0.7934 | 0.8907 |
342
+ | 0.368 | 13.5349 | 582 | 0.7868 | 0.0359 | 0.7868 | 0.8870 |
343
+ | 0.368 | 13.5814 | 584 | 0.8012 | 0.0902 | 0.8012 | 0.8951 |
344
+ | 0.368 | 13.6279 | 586 | 0.7896 | 0.0359 | 0.7896 | 0.8886 |
345
+ | 0.368 | 13.6744 | 588 | 0.7783 | 0.0359 | 0.7783 | 0.8822 |
346
+ | 0.368 | 13.7209 | 590 | 0.8108 | 0.1001 | 0.8108 | 0.9004 |
347
+ | 0.368 | 13.7674 | 592 | 0.8974 | 0.0676 | 0.8974 | 0.9473 |
348
+ | 0.368 | 13.8140 | 594 | 0.8765 | 0.0711 | 0.8765 | 0.9362 |
349
+ | 0.368 | 13.8605 | 596 | 0.8146 | 0.0867 | 0.8146 | 0.9026 |
350
+ | 0.368 | 13.9070 | 598 | 0.7876 | 0.1321 | 0.7876 | 0.8875 |
351
+ | 0.368 | 13.9535 | 600 | 0.9149 | -0.0650 | 0.9149 | 0.9565 |
352
+ | 0.368 | 14.0 | 602 | 0.9117 | -0.1530 | 0.9117 | 0.9548 |
353
+ | 0.368 | 14.0465 | 604 | 0.7871 | 0.0535 | 0.7871 | 0.8872 |
354
+ | 0.368 | 14.0930 | 606 | 0.7569 | 0.0834 | 0.7569 | 0.8700 |
355
+ | 0.368 | 14.1395 | 608 | 0.7738 | 0.1096 | 0.7738 | 0.8797 |
356
+ | 0.368 | 14.1860 | 610 | 0.7630 | 0.1146 | 0.7630 | 0.8735 |
357
+ | 0.368 | 14.2326 | 612 | 0.7302 | 0.0914 | 0.7302 | 0.8545 |
358
+ | 0.368 | 14.2791 | 614 | 0.7472 | 0.0 | 0.7472 | 0.8644 |
359
+ | 0.368 | 14.3256 | 616 | 0.7765 | -0.0821 | 0.7765 | 0.8812 |
360
+ | 0.368 | 14.3721 | 618 | 0.7697 | -0.0426 | 0.7697 | 0.8773 |
361
+ | 0.368 | 14.4186 | 620 | 0.8220 | 0.1495 | 0.8220 | 0.9066 |
362
+ | 0.368 | 14.4651 | 622 | 0.8578 | 0.0871 | 0.8578 | 0.9262 |
363
+ | 0.368 | 14.5116 | 624 | 0.7986 | 0.0700 | 0.7986 | 0.8937 |
364
+ | 0.368 | 14.5581 | 626 | 0.7754 | 0.0027 | 0.7754 | 0.8805 |
365
+ | 0.368 | 14.6047 | 628 | 0.7685 | -0.0054 | 0.7685 | 0.8766 |
366
+ | 0.368 | 14.6512 | 630 | 0.7625 | 0.0828 | 0.7625 | 0.8732 |
367
+ | 0.368 | 14.6977 | 632 | 0.7526 | 0.0783 | 0.7526 | 0.8675 |
368
+ | 0.368 | 14.7442 | 634 | 0.7338 | 0.0884 | 0.7338 | 0.8566 |
369
+ | 0.368 | 14.7907 | 636 | 0.7297 | 0.0488 | 0.7297 | 0.8542 |
370
+ | 0.368 | 14.8372 | 638 | 0.7317 | -0.0810 | 0.7317 | 0.8554 |
371
+ | 0.368 | 14.8837 | 640 | 0.7236 | 0.0930 | 0.7236 | 0.8506 |
372
+ | 0.368 | 14.9302 | 642 | 0.7275 | 0.1758 | 0.7275 | 0.8529 |
373
+ | 0.368 | 14.9767 | 644 | 0.7917 | 0.1565 | 0.7917 | 0.8898 |
374
+ | 0.368 | 15.0233 | 646 | 0.7810 | 0.1565 | 0.7810 | 0.8837 |
375
+ | 0.368 | 15.0698 | 648 | 0.7392 | 0.2180 | 0.7392 | 0.8598 |
376
+ | 0.368 | 15.1163 | 650 | 0.7299 | 0.1705 | 0.7299 | 0.8543 |
377
+ | 0.368 | 15.1628 | 652 | 0.7334 | 0.0840 | 0.7334 | 0.8564 |
378
+ | 0.368 | 15.2093 | 654 | 0.7874 | 0.1449 | 0.7874 | 0.8874 |
379
+ | 0.368 | 15.2558 | 656 | 1.0108 | -0.0200 | 1.0108 | 1.0054 |
380
+ | 0.368 | 15.3023 | 658 | 1.1127 | -0.0966 | 1.1127 | 1.0548 |
381
+ | 0.368 | 15.3488 | 660 | 0.9706 | -0.0200 | 0.9706 | 0.9852 |
382
+ | 0.368 | 15.3953 | 662 | 0.7863 | 0.1675 | 0.7863 | 0.8867 |
383
+ | 0.368 | 15.4419 | 664 | 0.7695 | 0.0 | 0.7695 | 0.8772 |
384
+ | 0.368 | 15.4884 | 666 | 0.7714 | 0.0357 | 0.7714 | 0.8783 |
385
+ | 0.368 | 15.5349 | 668 | 0.7890 | 0.1612 | 0.7890 | 0.8883 |
386
+ | 0.368 | 15.5814 | 670 | 0.8148 | 0.1506 | 0.8148 | 0.9027 |
387
+ | 0.368 | 15.6279 | 672 | 0.8640 | -0.0056 | 0.8640 | 0.9295 |
388
+ | 0.368 | 15.6744 | 674 | 0.8981 | -0.0474 | 0.8981 | 0.9477 |
389
+ | 0.368 | 15.7209 | 676 | 0.8650 | 0.0095 | 0.8650 | 0.9300 |
390
+ | 0.368 | 15.7674 | 678 | 0.8304 | 0.0639 | 0.8304 | 0.9113 |
391
+ | 0.368 | 15.8140 | 680 | 0.8244 | 0.0639 | 0.8244 | 0.9080 |
392
 
393
 
394
  ### Framework versions