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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_task2_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: 0.8590
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- - Qwk: 0.4278
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- - Mse: 0.8590
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- - Rmse: 0.9268
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  ## Model description
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@@ -49,261 +49,263 @@ 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 | 0.0187 | 2 | 4.1324 | 0.0018 | 4.1324 | 2.0328 |
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- | No log | 0.0374 | 4 | 2.9786 | -0.0193 | 2.9786 | 1.7259 |
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- | No log | 0.0561 | 6 | 1.8373 | 0.1273 | 1.8373 | 1.3555 |
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- | No log | 0.0748 | 8 | 1.3982 | 0.0082 | 1.3982 | 1.1825 |
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- | No log | 0.0935 | 10 | 1.2240 | 0.1140 | 1.2240 | 1.1063 |
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- | No log | 0.1121 | 12 | 1.1479 | 0.1857 | 1.1479 | 1.0714 |
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- | No log | 0.1308 | 14 | 1.1280 | 0.1857 | 1.1280 | 1.0621 |
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- | No log | 0.1495 | 16 | 1.1043 | 0.1875 | 1.1043 | 1.0508 |
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- | No log | 0.1682 | 18 | 1.0671 | 0.2300 | 1.0671 | 1.0330 |
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- | No log | 0.1869 | 20 | 1.2814 | 0.2065 | 1.2814 | 1.1320 |
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- | No log | 0.2056 | 22 | 1.2555 | 0.2015 | 1.2555 | 1.1205 |
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- | No log | 0.2243 | 24 | 1.0915 | 0.2697 | 1.0915 | 1.0448 |
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- | No log | 0.2430 | 26 | 1.1210 | 0.2115 | 1.1210 | 1.0588 |
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- | No log | 0.2617 | 28 | 1.0726 | 0.3090 | 1.0726 | 1.0357 |
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- | No log | 0.2804 | 30 | 1.1005 | 0.2454 | 1.1005 | 1.0491 |
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- | No log | 0.2991 | 32 | 1.4587 | 0.2635 | 1.4587 | 1.2078 |
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- | No log | 0.3178 | 34 | 1.6666 | 0.2519 | 1.6666 | 1.2910 |
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- | No log | 0.3364 | 36 | 1.1943 | 0.2344 | 1.1943 | 1.0928 |
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- | No log | 0.3551 | 38 | 1.1555 | 0.3671 | 1.1555 | 1.0750 |
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- | No log | 0.3738 | 40 | 1.2732 | 0.3496 | 1.2732 | 1.1284 |
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- | No log | 0.3925 | 42 | 1.0942 | 0.3590 | 1.0942 | 1.0460 |
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- | No log | 0.4112 | 44 | 1.1496 | 0.2398 | 1.1496 | 1.0722 |
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- | No log | 0.4299 | 46 | 1.2297 | 0.2270 | 1.2297 | 1.1089 |
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- | No log | 0.4486 | 48 | 1.0041 | 0.5559 | 1.0041 | 1.0020 |
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- | No log | 0.4673 | 50 | 1.0135 | 0.4541 | 1.0135 | 1.0067 |
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- | No log | 0.4860 | 52 | 1.0003 | 0.5356 | 1.0003 | 1.0001 |
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- | No log | 0.5047 | 54 | 1.0223 | 0.5559 | 1.0223 | 1.0111 |
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- | No log | 0.5234 | 56 | 1.0017 | 0.5298 | 1.0017 | 1.0009 |
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- | No log | 0.5421 | 58 | 1.0844 | 0.4670 | 1.0844 | 1.0413 |
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- | No log | 0.5607 | 60 | 1.1740 | 0.5585 | 1.1740 | 1.0835 |
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- | No log | 0.5794 | 62 | 1.1596 | 0.5072 | 1.1596 | 1.0768 |
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- | No log | 0.5981 | 64 | 1.0692 | 0.5 | 1.0692 | 1.0340 |
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- | No log | 0.6168 | 66 | 1.0940 | 0.4974 | 1.0940 | 1.0459 |
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- | No log | 0.6355 | 68 | 0.9992 | 0.4716 | 0.9992 | 0.9996 |
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- | No log | 0.6542 | 70 | 0.9613 | 0.4421 | 0.9613 | 0.9805 |
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- | No log | 0.6729 | 72 | 0.9095 | 0.4061 | 0.9095 | 0.9537 |
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- | No log | 0.6916 | 74 | 0.9471 | 0.3947 | 0.9471 | 0.9732 |
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- | No log | 0.7103 | 76 | 0.9104 | 0.4648 | 0.9104 | 0.9542 |
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- | No log | 0.7290 | 78 | 0.8937 | 0.4510 | 0.8937 | 0.9454 |
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- | No log | 0.7477 | 80 | 0.8701 | 0.5702 | 0.8701 | 0.9328 |
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- | No log | 0.7664 | 82 | 0.9481 | 0.5179 | 0.9481 | 0.9737 |
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- | No log | 0.7850 | 84 | 1.0435 | 0.5458 | 1.0435 | 1.0215 |
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- | No log | 0.8037 | 86 | 0.9743 | 0.4848 | 0.9743 | 0.9870 |
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- | No log | 0.8224 | 88 | 1.1064 | 0.5514 | 1.1064 | 1.0519 |
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- | No log | 0.8411 | 90 | 1.0641 | 0.5491 | 1.0641 | 1.0316 |
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- | No log | 0.8598 | 92 | 1.0041 | 0.4996 | 1.0041 | 1.0020 |
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- | No log | 0.8785 | 94 | 1.1609 | 0.4954 | 1.1609 | 1.0775 |
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- | No log | 0.8972 | 96 | 1.2288 | 0.4728 | 1.2288 | 1.1085 |
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- | No log | 0.9159 | 98 | 1.0448 | 0.4760 | 1.0448 | 1.0222 |
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- | No log | 0.9346 | 100 | 0.9374 | 0.5182 | 0.9374 | 0.9682 |
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- | No log | 0.9533 | 102 | 1.1021 | 0.4424 | 1.1021 | 1.0498 |
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- | No log | 0.9720 | 104 | 1.1129 | 0.4432 | 1.1129 | 1.0549 |
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- | No log | 0.9907 | 106 | 0.8829 | 0.4817 | 0.8829 | 0.9396 |
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- | No log | 1.0093 | 108 | 0.9592 | 0.5402 | 0.9592 | 0.9794 |
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- | No log | 1.0280 | 110 | 1.0835 | 0.5308 | 1.0835 | 1.0409 |
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- | No log | 1.0467 | 112 | 0.9734 | 0.5158 | 0.9734 | 0.9866 |
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- | No log | 1.0654 | 114 | 0.8974 | 0.5354 | 0.8974 | 0.9473 |
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- | No log | 1.0841 | 116 | 0.8910 | 0.5432 | 0.8910 | 0.9439 |
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- | No log | 1.1028 | 118 | 0.9335 | 0.5362 | 0.9335 | 0.9662 |
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- | No log | 1.1215 | 120 | 1.1412 | 0.4658 | 1.1412 | 1.0683 |
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- | No log | 1.1402 | 122 | 1.2625 | 0.3633 | 1.2625 | 1.1236 |
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- | No log | 1.1589 | 124 | 1.1311 | 0.4380 | 1.1311 | 1.0635 |
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- | No log | 1.1776 | 126 | 0.8989 | 0.4823 | 0.8989 | 0.9481 |
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- | No log | 1.1963 | 128 | 1.0228 | 0.4191 | 1.0228 | 1.0113 |
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- | No log | 1.2150 | 130 | 1.1108 | 0.3784 | 1.1108 | 1.0539 |
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- | No log | 1.2336 | 132 | 0.9623 | 0.4638 | 0.9623 | 0.9810 |
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- | No log | 1.2523 | 134 | 0.8378 | 0.5729 | 0.8378 | 0.9153 |
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- | No log | 1.2710 | 136 | 0.8683 | 0.4503 | 0.8683 | 0.9319 |
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- | No log | 1.2897 | 138 | 1.0159 | 0.4665 | 1.0159 | 1.0079 |
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- | No log | 1.3084 | 140 | 1.0691 | 0.5002 | 1.0691 | 1.0340 |
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- | No log | 1.3271 | 142 | 0.9907 | 0.5130 | 0.9907 | 0.9953 |
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- | No log | 1.3458 | 144 | 0.9913 | 0.5299 | 0.9913 | 0.9956 |
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- | No log | 1.3645 | 146 | 0.9389 | 0.5455 | 0.9389 | 0.9690 |
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- | No log | 1.3832 | 148 | 0.8802 | 0.5303 | 0.8802 | 0.9382 |
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- | No log | 1.4019 | 150 | 0.8714 | 0.5140 | 0.8714 | 0.9335 |
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- | No log | 1.4206 | 152 | 0.9040 | 0.5126 | 0.9040 | 0.9508 |
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- | No log | 1.4393 | 154 | 0.9245 | 0.5286 | 0.9245 | 0.9615 |
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- | No log | 1.4579 | 156 | 0.9449 | 0.5286 | 0.9449 | 0.9720 |
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- | No log | 1.4766 | 158 | 0.8711 | 0.4837 | 0.8711 | 0.9333 |
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- | No log | 1.4953 | 160 | 0.8741 | 0.4489 | 0.8741 | 0.9349 |
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- | No log | 1.5140 | 162 | 0.8575 | 0.4195 | 0.8575 | 0.9260 |
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- | No log | 1.5327 | 164 | 0.9523 | 0.5431 | 0.9523 | 0.9758 |
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- | No log | 1.5514 | 166 | 1.0663 | 0.4645 | 1.0663 | 1.0326 |
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- | No log | 1.5701 | 168 | 0.9782 | 0.4867 | 0.9782 | 0.9890 |
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- | No log | 1.5888 | 170 | 0.8558 | 0.5498 | 0.8558 | 0.9251 |
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- | No log | 1.6075 | 172 | 0.8299 | 0.4910 | 0.8299 | 0.9110 |
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- | No log | 1.6262 | 174 | 0.8694 | 0.4388 | 0.8694 | 0.9324 |
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- | No log | 1.6449 | 176 | 0.9222 | 0.3924 | 0.9222 | 0.9603 |
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- | No log | 1.6636 | 178 | 0.9191 | 0.3945 | 0.9191 | 0.9587 |
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- | No log | 1.6822 | 180 | 1.0713 | 0.5474 | 1.0713 | 1.0350 |
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- | No log | 1.7009 | 182 | 1.1053 | 0.5493 | 1.1053 | 1.0514 |
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- | No log | 1.7196 | 184 | 0.9597 | 0.5091 | 0.9597 | 0.9796 |
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- | No log | 1.7383 | 186 | 0.9027 | 0.4668 | 0.9027 | 0.9501 |
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- | No log | 1.7570 | 188 | 0.8962 | 0.4764 | 0.8962 | 0.9467 |
146
- | No log | 1.7757 | 190 | 0.8520 | 0.4859 | 0.8520 | 0.9230 |
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- | No log | 1.7944 | 192 | 0.8374 | 0.4069 | 0.8374 | 0.9151 |
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- | No log | 1.8131 | 194 | 0.8637 | 0.4998 | 0.8637 | 0.9294 |
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- | No log | 1.8318 | 196 | 1.0575 | 0.5105 | 1.0575 | 1.0284 |
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- | No log | 1.8505 | 198 | 1.1165 | 0.4810 | 1.1165 | 1.0567 |
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- | No log | 1.8692 | 200 | 0.9475 | 0.4921 | 0.9475 | 0.9734 |
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- | No log | 1.8879 | 202 | 0.8583 | 0.4335 | 0.8583 | 0.9264 |
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- | No log | 1.9065 | 204 | 0.8680 | 0.4728 | 0.8680 | 0.9317 |
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- | No log | 1.9252 | 206 | 0.9059 | 0.5515 | 0.9059 | 0.9518 |
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- | No log | 1.9439 | 208 | 0.9264 | 0.4685 | 0.9264 | 0.9625 |
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- | No log | 1.9626 | 210 | 1.0017 | 0.4935 | 1.0017 | 1.0009 |
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- | No log | 1.9813 | 212 | 0.9736 | 0.4935 | 0.9736 | 0.9867 |
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- | No log | 2.0 | 214 | 0.9167 | 0.4782 | 0.9167 | 0.9575 |
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- | No log | 2.0187 | 216 | 0.8843 | 0.5102 | 0.8843 | 0.9404 |
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- | No log | 2.0374 | 218 | 0.8841 | 0.4926 | 0.8841 | 0.9402 |
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- | No log | 2.0561 | 220 | 0.9079 | 0.4874 | 0.9079 | 0.9528 |
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- | No log | 2.0748 | 222 | 0.9825 | 0.5256 | 0.9825 | 0.9912 |
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- | No log | 2.0935 | 224 | 0.9588 | 0.4773 | 0.9588 | 0.9792 |
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- | No log | 2.1121 | 226 | 0.9238 | 0.3379 | 0.9238 | 0.9611 |
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- | No log | 2.1308 | 228 | 0.9257 | 0.3130 | 0.9257 | 0.9621 |
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- | No log | 2.1495 | 230 | 0.9364 | 0.4509 | 0.9364 | 0.9677 |
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- | No log | 2.1682 | 232 | 1.0019 | 0.5054 | 1.0019 | 1.0009 |
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- | No log | 2.1869 | 234 | 0.9995 | 0.5054 | 0.9995 | 0.9998 |
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- | No log | 2.2056 | 236 | 0.9068 | 0.4763 | 0.9068 | 0.9523 |
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- | No log | 2.2243 | 238 | 0.8679 | 0.4859 | 0.8679 | 0.9316 |
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- | No log | 2.2430 | 240 | 0.8734 | 0.4835 | 0.8734 | 0.9345 |
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- | No log | 2.2617 | 242 | 0.9639 | 0.5249 | 0.9639 | 0.9818 |
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- | No log | 2.2804 | 244 | 1.1116 | 0.4736 | 1.1116 | 1.0543 |
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- | No log | 2.2991 | 246 | 1.1228 | 0.4979 | 1.1228 | 1.0596 |
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- | No log | 2.3178 | 248 | 1.0296 | 0.5217 | 1.0296 | 1.0147 |
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- | No log | 2.3364 | 250 | 0.9507 | 0.5420 | 0.9507 | 0.9751 |
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- | No log | 2.3551 | 252 | 0.9444 | 0.5263 | 0.9444 | 0.9718 |
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- | No log | 2.3738 | 254 | 0.8953 | 0.4553 | 0.8953 | 0.9462 |
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- | No log | 2.3925 | 256 | 0.8565 | 0.4779 | 0.8565 | 0.9255 |
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- | No log | 2.4112 | 258 | 0.8548 | 0.4656 | 0.8548 | 0.9246 |
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- | No log | 2.4299 | 260 | 0.8884 | 0.4870 | 0.8884 | 0.9426 |
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- | No log | 2.4486 | 262 | 0.9674 | 0.5578 | 0.9674 | 0.9835 |
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- | No log | 2.4673 | 264 | 0.9588 | 0.5430 | 0.9588 | 0.9792 |
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- | No log | 2.4860 | 266 | 0.9492 | 0.5308 | 0.9492 | 0.9743 |
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- | No log | 2.5047 | 268 | 0.9429 | 0.5308 | 0.9429 | 0.9711 |
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- | No log | 2.5234 | 270 | 0.8562 | 0.5121 | 0.8562 | 0.9253 |
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- | No log | 2.5421 | 272 | 0.8283 | 0.5841 | 0.8283 | 0.9101 |
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- | No log | 2.5607 | 274 | 0.7993 | 0.5884 | 0.7993 | 0.8940 |
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- | No log | 2.5794 | 276 | 0.8100 | 0.6009 | 0.8100 | 0.9000 |
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- | No log | 2.5981 | 278 | 0.8273 | 0.5575 | 0.8273 | 0.9096 |
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- | No log | 2.6168 | 280 | 0.8330 | 0.4920 | 0.8330 | 0.9127 |
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- | No log | 2.6355 | 282 | 0.8664 | 0.4604 | 0.8664 | 0.9308 |
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- | No log | 2.6542 | 284 | 0.9391 | 0.4987 | 0.9391 | 0.9691 |
194
- | No log | 2.6729 | 286 | 0.9678 | 0.5493 | 0.9678 | 0.9838 |
195
- | No log | 2.6916 | 288 | 0.8829 | 0.5210 | 0.8829 | 0.9396 |
196
- | No log | 2.7103 | 290 | 0.8308 | 0.5356 | 0.8308 | 0.9115 |
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- | No log | 2.7290 | 292 | 0.8150 | 0.5010 | 0.8150 | 0.9028 |
198
- | No log | 2.7477 | 294 | 0.8066 | 0.4499 | 0.8066 | 0.8981 |
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- | No log | 2.7664 | 296 | 0.8094 | 0.4616 | 0.8094 | 0.8997 |
200
- | No log | 2.7850 | 298 | 0.8116 | 0.5223 | 0.8116 | 0.9009 |
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- | No log | 2.8037 | 300 | 0.8089 | 0.5316 | 0.8089 | 0.8994 |
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- | No log | 2.8224 | 302 | 0.8078 | 0.5304 | 0.8078 | 0.8988 |
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- | No log | 2.8411 | 304 | 0.7935 | 0.5276 | 0.7935 | 0.8908 |
204
- | No log | 2.8598 | 306 | 0.7817 | 0.4772 | 0.7817 | 0.8841 |
205
- | No log | 2.8785 | 308 | 0.7748 | 0.4902 | 0.7748 | 0.8802 |
206
- | No log | 2.8972 | 310 | 0.7786 | 0.5802 | 0.7786 | 0.8824 |
207
- | No log | 2.9159 | 312 | 0.8149 | 0.5601 | 0.8149 | 0.9027 |
208
- | No log | 2.9346 | 314 | 0.9237 | 0.5627 | 0.9237 | 0.9611 |
209
- | No log | 2.9533 | 316 | 0.9322 | 0.5280 | 0.9322 | 0.9655 |
210
- | No log | 2.9720 | 318 | 0.8562 | 0.4593 | 0.8562 | 0.9253 |
211
- | No log | 2.9907 | 320 | 0.8208 | 0.4108 | 0.8208 | 0.9060 |
212
- | No log | 3.0093 | 322 | 0.7929 | 0.4841 | 0.7929 | 0.8905 |
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- | No log | 3.0280 | 324 | 0.7928 | 0.5197 | 0.7928 | 0.8904 |
214
- | No log | 3.0467 | 326 | 0.8045 | 0.5362 | 0.8045 | 0.8969 |
215
- | No log | 3.0654 | 328 | 0.9661 | 0.5794 | 0.9661 | 0.9829 |
216
- | No log | 3.0841 | 330 | 1.4085 | 0.5311 | 1.4085 | 1.1868 |
217
- | No log | 3.1028 | 332 | 1.5909 | 0.4531 | 1.5909 | 1.2613 |
218
- | No log | 3.1215 | 334 | 1.4706 | 0.4197 | 1.4706 | 1.2127 |
219
- | No log | 3.1402 | 336 | 1.2009 | 0.4968 | 1.2009 | 1.0958 |
220
- | No log | 3.1589 | 338 | 1.0140 | 0.5605 | 1.0140 | 1.0070 |
221
- | No log | 3.1776 | 340 | 0.9072 | 0.5261 | 0.9072 | 0.9525 |
222
- | No log | 3.1963 | 342 | 0.8510 | 0.5264 | 0.8510 | 0.9225 |
223
- | No log | 3.2150 | 344 | 0.8395 | 0.4923 | 0.8395 | 0.9163 |
224
- | No log | 3.2336 | 346 | 0.8485 | 0.5235 | 0.8485 | 0.9212 |
225
- | No log | 3.2523 | 348 | 0.8078 | 0.5038 | 0.8078 | 0.8988 |
226
- | No log | 3.2710 | 350 | 0.7962 | 0.5152 | 0.7962 | 0.8923 |
227
- | No log | 3.2897 | 352 | 0.8123 | 0.5416 | 0.8123 | 0.9013 |
228
- | No log | 3.3084 | 354 | 0.8122 | 0.5114 | 0.8122 | 0.9012 |
229
- | No log | 3.3271 | 356 | 0.8500 | 0.4321 | 0.8500 | 0.9220 |
230
- | No log | 3.3458 | 358 | 0.8884 | 0.4375 | 0.8884 | 0.9425 |
231
- | No log | 3.3645 | 360 | 0.8882 | 0.4608 | 0.8882 | 0.9425 |
232
- | No log | 3.3832 | 362 | 0.9043 | 0.4795 | 0.9043 | 0.9510 |
233
- | No log | 3.4019 | 364 | 0.9514 | 0.5260 | 0.9514 | 0.9754 |
234
- | No log | 3.4206 | 366 | 0.9134 | 0.4938 | 0.9134 | 0.9557 |
235
- | No log | 3.4393 | 368 | 0.9214 | 0.5054 | 0.9214 | 0.9599 |
236
- | No log | 3.4579 | 370 | 0.8789 | 0.5365 | 0.8789 | 0.9375 |
237
- | No log | 3.4766 | 372 | 0.8645 | 0.5028 | 0.8645 | 0.9298 |
238
- | No log | 3.4953 | 374 | 0.9029 | 0.5395 | 0.9029 | 0.9502 |
239
- | No log | 3.5140 | 376 | 0.9215 | 0.5106 | 0.9215 | 0.9599 |
240
- | No log | 3.5327 | 378 | 0.8970 | 0.4614 | 0.8970 | 0.9471 |
241
- | No log | 3.5514 | 380 | 0.8577 | 0.4787 | 0.8577 | 0.9261 |
242
- | No log | 3.5701 | 382 | 0.8620 | 0.5201 | 0.8620 | 0.9284 |
243
- | No log | 3.5888 | 384 | 0.9246 | 0.4834 | 0.9246 | 0.9616 |
244
- | No log | 3.6075 | 386 | 0.9870 | 0.4824 | 0.9870 | 0.9935 |
245
- | No log | 3.6262 | 388 | 0.9216 | 0.4834 | 0.9216 | 0.9600 |
246
- | No log | 3.6449 | 390 | 0.8242 | 0.4363 | 0.8242 | 0.9078 |
247
- | No log | 3.6636 | 392 | 0.8417 | 0.4560 | 0.8417 | 0.9174 |
248
- | No log | 3.6822 | 394 | 0.9691 | 0.4276 | 0.9691 | 0.9844 |
249
- | No log | 3.7009 | 396 | 1.0400 | 0.4355 | 1.0400 | 1.0198 |
250
- | No log | 3.7196 | 398 | 1.0286 | 0.4152 | 1.0286 | 1.0142 |
251
- | No log | 3.7383 | 400 | 0.9769 | 0.4309 | 0.9769 | 0.9884 |
252
- | No log | 3.7570 | 402 | 0.9145 | 0.4166 | 0.9145 | 0.9563 |
253
- | No log | 3.7757 | 404 | 0.8425 | 0.4369 | 0.8425 | 0.9179 |
254
- | No log | 3.7944 | 406 | 0.8528 | 0.4237 | 0.8528 | 0.9235 |
255
- | No log | 3.8131 | 408 | 0.9147 | 0.4545 | 0.9147 | 0.9564 |
256
- | No log | 3.8318 | 410 | 0.9491 | 0.4533 | 0.9491 | 0.9742 |
257
- | No log | 3.8505 | 412 | 0.9815 | 0.4533 | 0.9815 | 0.9907 |
258
- | No log | 3.8692 | 414 | 0.8878 | 0.5028 | 0.8878 | 0.9422 |
259
- | No log | 3.8879 | 416 | 0.8775 | 0.5261 | 0.8775 | 0.9368 |
260
- | No log | 3.9065 | 418 | 0.8421 | 0.4711 | 0.8421 | 0.9176 |
261
- | No log | 3.9252 | 420 | 0.8523 | 0.4720 | 0.8523 | 0.9232 |
262
- | No log | 3.9439 | 422 | 0.8965 | 0.4898 | 0.8965 | 0.9468 |
263
- | No log | 3.9626 | 424 | 0.9273 | 0.4811 | 0.9273 | 0.9629 |
264
- | No log | 3.9813 | 426 | 0.9694 | 0.4167 | 0.9694 | 0.9846 |
265
- | No log | 4.0 | 428 | 0.9411 | 0.3065 | 0.9411 | 0.9701 |
266
- | No log | 4.0187 | 430 | 0.9831 | 0.4339 | 0.9831 | 0.9915 |
267
- | No log | 4.0374 | 432 | 0.9968 | 0.4337 | 0.9968 | 0.9984 |
268
- | No log | 4.0561 | 434 | 1.0225 | 0.4521 | 1.0225 | 1.0112 |
269
- | No log | 4.0748 | 436 | 1.1246 | 0.5206 | 1.1246 | 1.0605 |
270
- | No log | 4.0935 | 438 | 1.0400 | 0.4697 | 1.0400 | 1.0198 |
271
- | No log | 4.1121 | 440 | 0.9246 | 0.4252 | 0.9246 | 0.9616 |
272
- | No log | 4.1308 | 442 | 0.9210 | 0.4453 | 0.9210 | 0.9597 |
273
- | No log | 4.1495 | 444 | 0.9545 | 0.4527 | 0.9545 | 0.9770 |
274
- | No log | 4.1682 | 446 | 0.9575 | 0.4533 | 0.9575 | 0.9785 |
275
- | No log | 4.1869 | 448 | 0.9253 | 0.4539 | 0.9253 | 0.9619 |
276
- | No log | 4.2056 | 450 | 0.8661 | 0.4940 | 0.8661 | 0.9307 |
277
- | No log | 4.2243 | 452 | 0.8290 | 0.4637 | 0.8290 | 0.9105 |
278
- | No log | 4.2430 | 454 | 0.8380 | 0.4808 | 0.8380 | 0.9154 |
279
- | No log | 4.2617 | 456 | 0.9125 | 0.4166 | 0.9125 | 0.9553 |
280
- | No log | 4.2804 | 458 | 0.9688 | 0.3556 | 0.9688 | 0.9843 |
281
- | No log | 4.2991 | 460 | 0.9398 | 0.3465 | 0.9398 | 0.9694 |
282
- | No log | 4.3178 | 462 | 0.9405 | 0.3734 | 0.9405 | 0.9698 |
283
- | No log | 4.3364 | 464 | 0.9618 | 0.4082 | 0.9618 | 0.9807 |
284
- | No log | 4.3551 | 466 | 0.9951 | 0.4083 | 0.9951 | 0.9976 |
285
- | No log | 4.3738 | 468 | 1.0250 | 0.4359 | 1.0250 | 1.0124 |
286
- | No log | 4.3925 | 470 | 0.9957 | 0.4770 | 0.9957 | 0.9979 |
287
- | No log | 4.4112 | 472 | 0.9142 | 0.4623 | 0.9142 | 0.9561 |
288
- | No log | 4.4299 | 474 | 0.8493 | 0.4996 | 0.8493 | 0.9216 |
289
- | No log | 4.4486 | 476 | 0.8341 | 0.5164 | 0.8341 | 0.9133 |
290
- | No log | 4.4673 | 478 | 0.8401 | 0.5164 | 0.8401 | 0.9166 |
291
- | No log | 4.4860 | 480 | 0.8693 | 0.4237 | 0.8693 | 0.9324 |
292
- | No log | 4.5047 | 482 | 0.9137 | 0.4607 | 0.9137 | 0.9559 |
293
- | No log | 4.5234 | 484 | 0.9471 | 0.3590 | 0.9471 | 0.9732 |
294
- | No log | 4.5421 | 486 | 0.9381 | 0.3543 | 0.9381 | 0.9685 |
295
- | No log | 4.5607 | 488 | 0.9303 | 0.3656 | 0.9303 | 0.9645 |
296
- | No log | 4.5794 | 490 | 0.9380 | 0.3897 | 0.9380 | 0.9685 |
297
- | No log | 4.5981 | 492 | 0.9701 | 0.4545 | 0.9701 | 0.9850 |
298
- | No log | 4.6168 | 494 | 0.9737 | 0.4741 | 0.9737 | 0.9867 |
299
- | No log | 4.6355 | 496 | 0.9299 | 0.4946 | 0.9299 | 0.9643 |
300
- | No log | 4.6542 | 498 | 0.8582 | 0.5077 | 0.8582 | 0.9264 |
301
- | 0.337 | 4.6729 | 500 | 0.8413 | 0.5172 | 0.8413 | 0.9172 |
302
- | 0.337 | 4.6916 | 502 | 0.8460 | 0.5106 | 0.8460 | 0.9198 |
303
- | 0.337 | 4.7103 | 504 | 0.8423 | 0.4592 | 0.8423 | 0.9178 |
304
- | 0.337 | 4.7290 | 506 | 0.8415 | 0.4548 | 0.8415 | 0.9173 |
305
- | 0.337 | 4.7477 | 508 | 0.8534 | 0.4804 | 0.8534 | 0.9238 |
306
- | 0.337 | 4.7664 | 510 | 0.8590 | 0.4278 | 0.8590 | 0.9268 |
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task2_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: 0.8730
19
+ - Qwk: 0.5063
20
+ - Mse: 0.8730
21
+ - Rmse: 0.9344
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0177 | 2 | 4.6530 | 0.0129 | 4.6530 | 2.1571 |
53
+ | No log | 0.0354 | 4 | 2.8340 | -0.0463 | 2.8340 | 1.6835 |
54
+ | No log | 0.0531 | 6 | 1.7816 | 0.0504 | 1.7816 | 1.3348 |
55
+ | No log | 0.0708 | 8 | 1.2664 | 0.0811 | 1.2664 | 1.1254 |
56
+ | No log | 0.0885 | 10 | 1.1792 | 0.1689 | 1.1792 | 1.0859 |
57
+ | No log | 0.1062 | 12 | 1.2133 | 0.1689 | 1.2133 | 1.1015 |
58
+ | No log | 0.1239 | 14 | 1.2233 | 0.1470 | 1.2233 | 1.1060 |
59
+ | No log | 0.1416 | 16 | 1.3231 | 0.0819 | 1.3231 | 1.1502 |
60
+ | No log | 0.1593 | 18 | 2.0167 | 0.0527 | 2.0167 | 1.4201 |
61
+ | No log | 0.1770 | 20 | 2.2265 | 0.0322 | 2.2265 | 1.4921 |
62
+ | No log | 0.1947 | 22 | 1.9444 | 0.1438 | 1.9444 | 1.3944 |
63
+ | No log | 0.2124 | 24 | 1.4698 | 0.2457 | 1.4698 | 1.2123 |
64
+ | No log | 0.2301 | 26 | 1.1036 | 0.3142 | 1.1036 | 1.0505 |
65
+ | No log | 0.2478 | 28 | 1.0979 | 0.2290 | 1.0979 | 1.0478 |
66
+ | No log | 0.2655 | 30 | 1.1098 | 0.2401 | 1.1098 | 1.0534 |
67
+ | No log | 0.2832 | 32 | 1.1054 | 0.2556 | 1.1054 | 1.0514 |
68
+ | No log | 0.3009 | 34 | 1.1251 | 0.2409 | 1.1251 | 1.0607 |
69
+ | No log | 0.3186 | 36 | 1.1654 | 0.2395 | 1.1654 | 1.0795 |
70
+ | No log | 0.3363 | 38 | 1.1133 | 0.3683 | 1.1133 | 1.0551 |
71
+ | No log | 0.3540 | 40 | 1.0675 | 0.3326 | 1.0675 | 1.0332 |
72
+ | No log | 0.3717 | 42 | 1.0326 | 0.3664 | 1.0326 | 1.0162 |
73
+ | No log | 0.3894 | 44 | 1.0175 | 0.4469 | 1.0175 | 1.0087 |
74
+ | No log | 0.4071 | 46 | 1.0998 | 0.3321 | 1.0998 | 1.0487 |
75
+ | No log | 0.4248 | 48 | 1.2027 | 0.3663 | 1.2027 | 1.0967 |
76
+ | No log | 0.4425 | 50 | 1.0710 | 0.3656 | 1.0710 | 1.0349 |
77
+ | No log | 0.4602 | 52 | 0.9467 | 0.4444 | 0.9467 | 0.9730 |
78
+ | No log | 0.4779 | 54 | 0.9381 | 0.4201 | 0.9381 | 0.9686 |
79
+ | No log | 0.4956 | 56 | 0.9438 | 0.4631 | 0.9438 | 0.9715 |
80
+ | No log | 0.5133 | 58 | 0.9929 | 0.4296 | 0.9929 | 0.9964 |
81
+ | No log | 0.5310 | 60 | 1.0101 | 0.5251 | 1.0101 | 1.0050 |
82
+ | No log | 0.5487 | 62 | 1.0485 | 0.5283 | 1.0485 | 1.0239 |
83
+ | No log | 0.5664 | 64 | 1.0519 | 0.4832 | 1.0519 | 1.0256 |
84
+ | No log | 0.5841 | 66 | 1.0359 | 0.5014 | 1.0359 | 1.0178 |
85
+ | No log | 0.6018 | 68 | 1.0278 | 0.4726 | 1.0278 | 1.0138 |
86
+ | No log | 0.6195 | 70 | 1.0198 | 0.4511 | 1.0198 | 1.0099 |
87
+ | No log | 0.6372 | 72 | 0.9678 | 0.4501 | 0.9678 | 0.9838 |
88
+ | No log | 0.6549 | 74 | 0.8521 | 0.5893 | 0.8521 | 0.9231 |
89
+ | No log | 0.6726 | 76 | 0.8572 | 0.5393 | 0.8572 | 0.9259 |
90
+ | No log | 0.6903 | 78 | 1.0162 | 0.4749 | 1.0162 | 1.0081 |
91
+ | No log | 0.7080 | 80 | 0.9724 | 0.4440 | 0.9724 | 0.9861 |
92
+ | No log | 0.7257 | 82 | 0.8098 | 0.5345 | 0.8098 | 0.8999 |
93
+ | No log | 0.7434 | 84 | 0.7838 | 0.5766 | 0.7838 | 0.8853 |
94
+ | No log | 0.7611 | 86 | 0.9511 | 0.4696 | 0.9511 | 0.9753 |
95
+ | No log | 0.7788 | 88 | 0.9903 | 0.4565 | 0.9903 | 0.9951 |
96
+ | No log | 0.7965 | 90 | 0.8681 | 0.5160 | 0.8681 | 0.9317 |
97
+ | No log | 0.8142 | 92 | 0.8789 | 0.4846 | 0.8789 | 0.9375 |
98
+ | No log | 0.8319 | 94 | 1.0412 | 0.4792 | 1.0412 | 1.0204 |
99
+ | No log | 0.8496 | 96 | 1.1390 | 0.4921 | 1.1390 | 1.0672 |
100
+ | No log | 0.8673 | 98 | 1.1789 | 0.5050 | 1.1789 | 1.0858 |
101
+ | No log | 0.8850 | 100 | 1.1976 | 0.4733 | 1.1976 | 1.0944 |
102
+ | No log | 0.9027 | 102 | 1.0632 | 0.3929 | 1.0632 | 1.0311 |
103
+ | No log | 0.9204 | 104 | 0.9002 | 0.5201 | 0.9002 | 0.9488 |
104
+ | No log | 0.9381 | 106 | 0.8326 | 0.5885 | 0.8326 | 0.9125 |
105
+ | No log | 0.9558 | 108 | 0.8451 | 0.5094 | 0.8451 | 0.9193 |
106
+ | No log | 0.9735 | 110 | 0.8828 | 0.5025 | 0.8828 | 0.9396 |
107
+ | No log | 0.9912 | 112 | 0.9403 | 0.5249 | 0.9403 | 0.9697 |
108
+ | No log | 1.0088 | 114 | 1.1123 | 0.4952 | 1.1123 | 1.0546 |
109
+ | No log | 1.0265 | 116 | 1.1467 | 0.3723 | 1.1467 | 1.0709 |
110
+ | No log | 1.0442 | 118 | 0.9556 | 0.5258 | 0.9556 | 0.9775 |
111
+ | No log | 1.0619 | 120 | 0.8222 | 0.5898 | 0.8222 | 0.9067 |
112
+ | No log | 1.0796 | 122 | 0.8112 | 0.5443 | 0.8112 | 0.9006 |
113
+ | No log | 1.0973 | 124 | 0.8284 | 0.5532 | 0.8284 | 0.9101 |
114
+ | No log | 1.1150 | 126 | 0.8342 | 0.6077 | 0.8342 | 0.9133 |
115
+ | No log | 1.1327 | 128 | 0.9273 | 0.5393 | 0.9273 | 0.9630 |
116
+ | No log | 1.1504 | 130 | 1.0005 | 0.5051 | 1.0005 | 1.0003 |
117
+ | No log | 1.1681 | 132 | 1.0376 | 0.4702 | 1.0376 | 1.0186 |
118
+ | No log | 1.1858 | 134 | 0.9781 | 0.5260 | 0.9781 | 0.9890 |
119
+ | No log | 1.2035 | 136 | 0.8442 | 0.5698 | 0.8442 | 0.9188 |
120
+ | No log | 1.2212 | 138 | 0.8239 | 0.5545 | 0.8239 | 0.9077 |
121
+ | No log | 1.2389 | 140 | 0.8121 | 0.5545 | 0.8121 | 0.9011 |
122
+ | No log | 1.2566 | 142 | 0.8209 | 0.6384 | 0.8209 | 0.9060 |
123
+ | No log | 1.2743 | 144 | 0.7865 | 0.5922 | 0.7865 | 0.8868 |
124
+ | No log | 1.2920 | 146 | 0.8019 | 0.5922 | 0.8019 | 0.8955 |
125
+ | No log | 1.3097 | 148 | 0.9633 | 0.6004 | 0.9633 | 0.9815 |
126
+ | No log | 1.3274 | 150 | 1.2361 | 0.4607 | 1.2361 | 1.1118 |
127
+ | No log | 1.3451 | 152 | 1.2404 | 0.4426 | 1.2404 | 1.1137 |
128
+ | No log | 1.3628 | 154 | 1.0077 | 0.5050 | 1.0077 | 1.0038 |
129
+ | No log | 1.3805 | 156 | 0.8200 | 0.5648 | 0.8200 | 0.9055 |
130
+ | No log | 1.3982 | 158 | 0.7510 | 0.5370 | 0.7510 | 0.8666 |
131
+ | No log | 1.4159 | 160 | 0.7901 | 0.5127 | 0.7901 | 0.8889 |
132
+ | No log | 1.4336 | 162 | 0.7969 | 0.5094 | 0.7969 | 0.8927 |
133
+ | No log | 1.4513 | 164 | 0.8158 | 0.5702 | 0.8158 | 0.9032 |
134
+ | No log | 1.4690 | 166 | 1.0096 | 0.4916 | 1.0096 | 1.0048 |
135
+ | No log | 1.4867 | 168 | 1.1921 | 0.4681 | 1.1921 | 1.0919 |
136
+ | No log | 1.5044 | 170 | 1.1849 | 0.4612 | 1.1849 | 1.0885 |
137
+ | No log | 1.5221 | 172 | 1.1609 | 0.4618 | 1.1609 | 1.0775 |
138
+ | No log | 1.5398 | 174 | 1.0585 | 0.5237 | 1.0585 | 1.0288 |
139
+ | No log | 1.5575 | 176 | 0.9185 | 0.5958 | 0.9185 | 0.9584 |
140
+ | No log | 1.5752 | 178 | 0.8924 | 0.5958 | 0.8924 | 0.9447 |
141
+ | No log | 1.5929 | 180 | 0.9097 | 0.6034 | 0.9097 | 0.9538 |
142
+ | No log | 1.6106 | 182 | 0.9486 | 0.5375 | 0.9486 | 0.9739 |
143
+ | No log | 1.6283 | 184 | 0.9697 | 0.5548 | 0.9697 | 0.9847 |
144
+ | No log | 1.6460 | 186 | 1.0241 | 0.5353 | 1.0241 | 1.0120 |
145
+ | No log | 1.6637 | 188 | 0.9855 | 0.5014 | 0.9855 | 0.9927 |
146
+ | No log | 1.6814 | 190 | 1.0174 | 0.4902 | 1.0174 | 1.0087 |
147
+ | No log | 1.6991 | 192 | 1.0474 | 0.4708 | 1.0474 | 1.0234 |
148
+ | No log | 1.7168 | 194 | 1.0166 | 0.4545 | 1.0166 | 1.0083 |
149
+ | No log | 1.7345 | 196 | 1.0408 | 0.3916 | 1.0408 | 1.0202 |
150
+ | No log | 1.7522 | 198 | 1.1155 | 0.3632 | 1.1155 | 1.0562 |
151
+ | No log | 1.7699 | 200 | 1.1555 | 0.3767 | 1.1555 | 1.0749 |
152
+ | No log | 1.7876 | 202 | 1.0097 | 0.4913 | 1.0097 | 1.0048 |
153
+ | No log | 1.8053 | 204 | 0.9183 | 0.6023 | 0.9183 | 0.9583 |
154
+ | No log | 1.8230 | 206 | 0.8291 | 0.6171 | 0.8291 | 0.9105 |
155
+ | No log | 1.8407 | 208 | 0.8063 | 0.5988 | 0.8063 | 0.8980 |
156
+ | No log | 1.8584 | 210 | 0.8186 | 0.6066 | 0.8186 | 0.9047 |
157
+ | No log | 1.8761 | 212 | 0.8413 | 0.5649 | 0.8413 | 0.9172 |
158
+ | No log | 1.8938 | 214 | 0.9178 | 0.5899 | 0.9178 | 0.9580 |
159
+ | No log | 1.9115 | 216 | 0.9205 | 0.5412 | 0.9205 | 0.9594 |
160
+ | No log | 1.9292 | 218 | 0.8359 | 0.5844 | 0.8359 | 0.9143 |
161
+ | No log | 1.9469 | 220 | 0.8081 | 0.5902 | 0.8081 | 0.8990 |
162
+ | No log | 1.9646 | 222 | 0.9095 | 0.5333 | 0.9095 | 0.9537 |
163
+ | No log | 1.9823 | 224 | 1.0667 | 0.4918 | 1.0667 | 1.0328 |
164
+ | No log | 2.0 | 226 | 1.2466 | 0.5003 | 1.2466 | 1.1165 |
165
+ | No log | 2.0177 | 228 | 1.2264 | 0.5003 | 1.2264 | 1.1074 |
166
+ | No log | 2.0354 | 230 | 1.1023 | 0.5177 | 1.1023 | 1.0499 |
167
+ | No log | 2.0531 | 232 | 0.9725 | 0.5273 | 0.9725 | 0.9861 |
168
+ | No log | 2.0708 | 234 | 0.9183 | 0.5261 | 0.9183 | 0.9583 |
169
+ | No log | 2.0885 | 236 | 0.9726 | 0.5398 | 0.9726 | 0.9862 |
170
+ | No log | 2.1062 | 238 | 0.9447 | 0.5479 | 0.9447 | 0.9720 |
171
+ | No log | 2.1239 | 240 | 0.8646 | 0.5810 | 0.8646 | 0.9298 |
172
+ | No log | 2.1416 | 242 | 0.8650 | 0.5786 | 0.8650 | 0.9301 |
173
+ | No log | 2.1593 | 244 | 0.8852 | 0.5766 | 0.8852 | 0.9409 |
174
+ | No log | 2.1770 | 246 | 0.9417 | 0.5726 | 0.9417 | 0.9704 |
175
+ | No log | 2.1947 | 248 | 0.9024 | 0.5176 | 0.9024 | 0.9500 |
176
+ | No log | 2.2124 | 250 | 0.8799 | 0.5390 | 0.8799 | 0.9380 |
177
+ | No log | 2.2301 | 252 | 0.9506 | 0.5393 | 0.9506 | 0.9750 |
178
+ | No log | 2.2478 | 254 | 1.0722 | 0.5095 | 1.0722 | 1.0355 |
179
+ | No log | 2.2655 | 256 | 0.9753 | 0.5544 | 0.9753 | 0.9875 |
180
+ | No log | 2.2832 | 258 | 0.9333 | 0.5292 | 0.9333 | 0.9661 |
181
+ | No log | 2.3009 | 260 | 0.8759 | 0.5377 | 0.8759 | 0.9359 |
182
+ | No log | 2.3186 | 262 | 0.8621 | 0.5738 | 0.8621 | 0.9285 |
183
+ | No log | 2.3363 | 264 | 0.9702 | 0.5153 | 0.9702 | 0.9850 |
184
+ | No log | 2.3540 | 266 | 0.9028 | 0.5427 | 0.9028 | 0.9502 |
185
+ | No log | 2.3717 | 268 | 0.8014 | 0.5264 | 0.8014 | 0.8952 |
186
+ | No log | 2.3894 | 270 | 0.7765 | 0.5291 | 0.7765 | 0.8812 |
187
+ | No log | 2.4071 | 272 | 0.8162 | 0.5763 | 0.8162 | 0.9034 |
188
+ | No log | 2.4248 | 274 | 0.9270 | 0.5474 | 0.9270 | 0.9628 |
189
+ | No log | 2.4425 | 276 | 0.9888 | 0.5171 | 0.9888 | 0.9944 |
190
+ | No log | 2.4602 | 278 | 0.9477 | 0.5267 | 0.9477 | 0.9735 |
191
+ | No log | 2.4779 | 280 | 0.8011 | 0.5708 | 0.8011 | 0.8951 |
192
+ | No log | 2.4956 | 282 | 0.7576 | 0.5519 | 0.7576 | 0.8704 |
193
+ | No log | 2.5133 | 284 | 0.7745 | 0.5303 | 0.7745 | 0.8801 |
194
+ | No log | 2.5310 | 286 | 0.8182 | 0.5303 | 0.8182 | 0.9045 |
195
+ | No log | 2.5487 | 288 | 0.8492 | 0.5447 | 0.8492 | 0.9215 |
196
+ | No log | 2.5664 | 290 | 0.7843 | 0.5424 | 0.7843 | 0.8856 |
197
+ | No log | 2.5841 | 292 | 0.7679 | 0.5519 | 0.7679 | 0.8763 |
198
+ | No log | 2.6018 | 294 | 0.7693 | 0.5610 | 0.7693 | 0.8771 |
199
+ | No log | 2.6195 | 296 | 0.7913 | 0.6069 | 0.7913 | 0.8896 |
200
+ | No log | 2.6372 | 298 | 0.9052 | 0.5665 | 0.9052 | 0.9514 |
201
+ | No log | 2.6549 | 300 | 1.0545 | 0.5271 | 1.0545 | 1.0269 |
202
+ | No log | 2.6726 | 302 | 1.0269 | 0.5231 | 1.0269 | 1.0133 |
203
+ | No log | 2.6903 | 304 | 0.9165 | 0.6084 | 0.9165 | 0.9574 |
204
+ | No log | 2.7080 | 306 | 0.9000 | 0.5976 | 0.9000 | 0.9487 |
205
+ | No log | 2.7257 | 308 | 0.9645 | 0.5594 | 0.9645 | 0.9821 |
206
+ | No log | 2.7434 | 310 | 1.0746 | 0.5265 | 1.0746 | 1.0366 |
207
+ | No log | 2.7611 | 312 | 0.9998 | 0.5572 | 0.9998 | 0.9999 |
208
+ | No log | 2.7788 | 314 | 0.8680 | 0.5645 | 0.8680 | 0.9317 |
209
+ | No log | 2.7965 | 316 | 0.8381 | 0.5868 | 0.8381 | 0.9155 |
210
+ | No log | 2.8142 | 318 | 0.8391 | 0.5937 | 0.8391 | 0.9160 |
211
+ | No log | 2.8319 | 320 | 0.8772 | 0.5418 | 0.8772 | 0.9366 |
212
+ | No log | 2.8496 | 322 | 0.9099 | 0.4862 | 0.9099 | 0.9539 |
213
+ | No log | 2.8673 | 324 | 0.9779 | 0.5059 | 0.9779 | 0.9889 |
214
+ | No log | 2.8850 | 326 | 0.9987 | 0.5059 | 0.9987 | 0.9993 |
215
+ | No log | 2.9027 | 328 | 0.9589 | 0.4987 | 0.9589 | 0.9793 |
216
+ | No log | 2.9204 | 330 | 0.8589 | 0.5951 | 0.8589 | 0.9268 |
217
+ | No log | 2.9381 | 332 | 0.8405 | 0.4996 | 0.8405 | 0.9168 |
218
+ | No log | 2.9558 | 334 | 0.8216 | 0.4575 | 0.8216 | 0.9064 |
219
+ | No log | 2.9735 | 336 | 0.8392 | 0.5752 | 0.8392 | 0.9161 |
220
+ | No log | 2.9912 | 338 | 0.9168 | 0.5426 | 0.9168 | 0.9575 |
221
+ | No log | 3.0088 | 340 | 0.9503 | 0.4886 | 0.9503 | 0.9749 |
222
+ | No log | 3.0265 | 342 | 0.9077 | 0.5333 | 0.9077 | 0.9527 |
223
+ | No log | 3.0442 | 344 | 0.8740 | 0.5673 | 0.8740 | 0.9349 |
224
+ | No log | 3.0619 | 346 | 0.8631 | 0.5731 | 0.8631 | 0.9290 |
225
+ | No log | 3.0796 | 348 | 0.8840 | 0.5731 | 0.8840 | 0.9402 |
226
+ | No log | 3.0973 | 350 | 0.9026 | 0.5706 | 0.9026 | 0.9500 |
227
+ | No log | 3.1150 | 352 | 0.9294 | 0.5706 | 0.9294 | 0.9641 |
228
+ | No log | 3.1327 | 354 | 0.8934 | 0.5731 | 0.8934 | 0.9452 |
229
+ | No log | 3.1504 | 356 | 0.8402 | 0.5731 | 0.8402 | 0.9166 |
230
+ | No log | 3.1681 | 358 | 0.8440 | 0.6171 | 0.8440 | 0.9187 |
231
+ | No log | 3.1858 | 360 | 0.9251 | 0.5249 | 0.9251 | 0.9618 |
232
+ | No log | 3.2035 | 362 | 0.8939 | 0.5370 | 0.8939 | 0.9455 |
233
+ | No log | 3.2212 | 364 | 0.8927 | 0.5218 | 0.8927 | 0.9448 |
234
+ | No log | 3.2389 | 366 | 0.9285 | 0.4902 | 0.9285 | 0.9636 |
235
+ | No log | 3.2566 | 368 | 0.9808 | 0.4960 | 0.9808 | 0.9904 |
236
+ | No log | 3.2743 | 370 | 0.9801 | 0.4677 | 0.9801 | 0.9900 |
237
+ | No log | 3.2920 | 372 | 0.9092 | 0.5245 | 0.9092 | 0.9535 |
238
+ | No log | 3.3097 | 374 | 0.8406 | 0.5239 | 0.8406 | 0.9168 |
239
+ | No log | 3.3274 | 376 | 0.8216 | 0.5248 | 0.8216 | 0.9064 |
240
+ | No log | 3.3451 | 378 | 0.8183 | 0.5523 | 0.8183 | 0.9046 |
241
+ | No log | 3.3628 | 380 | 0.9024 | 0.5865 | 0.9024 | 0.9499 |
242
+ | No log | 3.3805 | 382 | 1.1282 | 0.4943 | 1.1282 | 1.0621 |
243
+ | No log | 3.3982 | 384 | 1.2797 | 0.4851 | 1.2797 | 1.1312 |
244
+ | No log | 3.4159 | 386 | 1.2172 | 0.4705 | 1.2172 | 1.1033 |
245
+ | No log | 3.4336 | 388 | 1.0509 | 0.5329 | 1.0509 | 1.0251 |
246
+ | No log | 3.4513 | 390 | 0.9883 | 0.5787 | 0.9883 | 0.9941 |
247
+ | No log | 3.4690 | 392 | 0.9326 | 0.6207 | 0.9326 | 0.9657 |
248
+ | No log | 3.4867 | 394 | 0.8619 | 0.5968 | 0.8619 | 0.9284 |
249
+ | No log | 3.5044 | 396 | 0.8178 | 0.5696 | 0.8178 | 0.9043 |
250
+ | No log | 3.5221 | 398 | 0.8087 | 0.5806 | 0.8087 | 0.8993 |
251
+ | No log | 3.5398 | 400 | 0.8403 | 0.5865 | 0.8403 | 0.9167 |
252
+ | No log | 3.5575 | 402 | 0.8725 | 0.5769 | 0.8725 | 0.9341 |
253
+ | No log | 3.5752 | 404 | 0.8911 | 0.5670 | 0.8911 | 0.9440 |
254
+ | No log | 3.5929 | 406 | 0.8810 | 0.6034 | 0.8810 | 0.9386 |
255
+ | No log | 3.6106 | 408 | 0.8325 | 0.5656 | 0.8325 | 0.9124 |
256
+ | No log | 3.6283 | 410 | 0.8373 | 0.5783 | 0.8373 | 0.9150 |
257
+ | No log | 3.6460 | 412 | 0.9149 | 0.5913 | 0.9149 | 0.9565 |
258
+ | No log | 3.6637 | 414 | 0.8802 | 0.6034 | 0.8802 | 0.9382 |
259
+ | No log | 3.6814 | 416 | 0.8030 | 0.6082 | 0.8030 | 0.8961 |
260
+ | No log | 3.6991 | 418 | 0.8178 | 0.5992 | 0.8178 | 0.9043 |
261
+ | No log | 3.7168 | 420 | 0.8152 | 0.5738 | 0.8152 | 0.9029 |
262
+ | No log | 3.7345 | 422 | 0.8389 | 0.5636 | 0.8389 | 0.9159 |
263
+ | No log | 3.7522 | 424 | 0.8209 | 0.5659 | 0.8209 | 0.9060 |
264
+ | No log | 3.7699 | 426 | 0.8157 | 0.5601 | 0.8157 | 0.9032 |
265
+ | No log | 3.7876 | 428 | 0.8007 | 0.5451 | 0.8007 | 0.8948 |
266
+ | No log | 3.8053 | 430 | 0.8362 | 0.5601 | 0.8362 | 0.9145 |
267
+ | No log | 3.8230 | 432 | 0.8967 | 0.5451 | 0.8967 | 0.9469 |
268
+ | No log | 3.8407 | 434 | 0.9055 | 0.5513 | 0.9055 | 0.9516 |
269
+ | No log | 3.8584 | 436 | 0.9026 | 0.5224 | 0.9026 | 0.9500 |
270
+ | No log | 3.8761 | 438 | 0.8774 | 0.5166 | 0.8774 | 0.9367 |
271
+ | No log | 3.8938 | 440 | 0.8533 | 0.54 | 0.8533 | 0.9237 |
272
+ | No log | 3.9115 | 442 | 0.8043 | 0.5124 | 0.8043 | 0.8968 |
273
+ | No log | 3.9292 | 444 | 0.7571 | 0.5770 | 0.7571 | 0.8701 |
274
+ | No log | 3.9469 | 446 | 0.7299 | 0.6227 | 0.7299 | 0.8544 |
275
+ | No log | 3.9646 | 448 | 0.7208 | 0.6444 | 0.7208 | 0.8490 |
276
+ | No log | 3.9823 | 450 | 0.7328 | 0.6646 | 0.7328 | 0.8560 |
277
+ | No log | 4.0 | 452 | 0.7666 | 0.6249 | 0.7666 | 0.8756 |
278
+ | No log | 4.0177 | 454 | 0.8418 | 0.5716 | 0.8418 | 0.9175 |
279
+ | No log | 4.0354 | 456 | 0.8939 | 0.5040 | 0.8939 | 0.9454 |
280
+ | No log | 4.0531 | 458 | 0.9003 | 0.5040 | 0.9003 | 0.9489 |
281
+ | No log | 4.0708 | 460 | 0.8819 | 0.5637 | 0.8819 | 0.9391 |
282
+ | No log | 4.0885 | 462 | 0.9156 | 0.5513 | 0.9156 | 0.9569 |
283
+ | No log | 4.1062 | 464 | 0.9694 | 0.5101 | 0.9694 | 0.9846 |
284
+ | No log | 4.1239 | 466 | 0.9067 | 0.5614 | 0.9067 | 0.9522 |
285
+ | No log | 4.1416 | 468 | 0.8279 | 0.5753 | 0.8279 | 0.9099 |
286
+ | No log | 4.1593 | 470 | 0.8097 | 0.5455 | 0.8097 | 0.8998 |
287
+ | No log | 4.1770 | 472 | 0.7879 | 0.5381 | 0.7879 | 0.8876 |
288
+ | No log | 4.1947 | 474 | 0.7953 | 0.5501 | 0.7953 | 0.8918 |
289
+ | No log | 4.2124 | 476 | 0.8825 | 0.5556 | 0.8825 | 0.9394 |
290
+ | No log | 4.2301 | 478 | 1.0188 | 0.4810 | 1.0188 | 1.0093 |
291
+ | No log | 4.2478 | 480 | 1.0348 | 0.4810 | 1.0348 | 1.0173 |
292
+ | No log | 4.2655 | 482 | 0.9933 | 0.4820 | 0.9933 | 0.9967 |
293
+ | No log | 4.2832 | 484 | 0.9676 | 0.4936 | 0.9676 | 0.9837 |
294
+ | No log | 4.3009 | 486 | 0.9100 | 0.5532 | 0.9100 | 0.9539 |
295
+ | No log | 4.3186 | 488 | 0.8233 | 0.5756 | 0.8233 | 0.9074 |
296
+ | No log | 4.3363 | 490 | 0.7701 | 0.5862 | 0.7701 | 0.8776 |
297
+ | No log | 4.3540 | 492 | 0.7894 | 0.6056 | 0.7894 | 0.8885 |
298
+ | No log | 4.3717 | 494 | 0.8591 | 0.5945 | 0.8591 | 0.9269 |
299
+ | No log | 4.3894 | 496 | 0.9127 | 0.5530 | 0.9127 | 0.9553 |
300
+ | No log | 4.4071 | 498 | 0.8337 | 0.5841 | 0.8337 | 0.9131 |
301
+ | 0.3344 | 4.4248 | 500 | 0.8238 | 0.5562 | 0.8238 | 0.9076 |
302
+ | 0.3344 | 4.4425 | 502 | 0.8092 | 0.5272 | 0.8092 | 0.8995 |
303
+ | 0.3344 | 4.4602 | 504 | 0.8031 | 0.5733 | 0.8031 | 0.8962 |
304
+ | 0.3344 | 4.4779 | 506 | 0.8419 | 0.5365 | 0.8419 | 0.9176 |
305
+ | 0.3344 | 4.4956 | 508 | 0.9024 | 0.5268 | 0.9024 | 0.9500 |
306
+ | 0.3344 | 4.5133 | 510 | 0.9449 | 0.4133 | 0.9449 | 0.9721 |
307
+ | 0.3344 | 4.5310 | 512 | 0.8928 | 0.5063 | 0.8928 | 0.9449 |
308
+ | 0.3344 | 4.5487 | 514 | 0.8730 | 0.5063 | 0.8730 | 0.9344 |
309
 
310
 
311
  ### Framework versions