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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task1_organization

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  1. README.md +263 -263
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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k11_task1_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k11_task1_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: 0.7249
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- - Qwk: 0.7310
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- - Mse: 0.7249
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- - Rmse: 0.8514
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  ## Model description
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@@ -47,263 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.0392 | 2 | 6.8798 | 0.0242 | 6.8798 | 2.6229 |
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- | No log | 0.0784 | 4 | 4.6619 | 0.1040 | 4.6619 | 2.1591 |
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- | No log | 0.1176 | 6 | 3.5305 | 0.0103 | 3.5305 | 1.8790 |
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- | No log | 0.1569 | 8 | 2.4483 | 0.1781 | 2.4483 | 1.5647 |
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- | No log | 0.1961 | 10 | 1.9638 | 0.1538 | 1.9638 | 1.4013 |
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- | No log | 0.2353 | 12 | 1.9751 | 0.1587 | 1.9751 | 1.4054 |
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- | No log | 0.2745 | 14 | 2.2191 | 0.2222 | 2.2191 | 1.4897 |
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- | No log | 0.3137 | 16 | 2.1624 | 0.2416 | 2.1624 | 1.4705 |
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- | No log | 0.3529 | 18 | 1.6220 | 0.4627 | 1.6220 | 1.2736 |
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- | No log | 0.3922 | 20 | 1.4015 | 0.5113 | 1.4015 | 1.1839 |
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- | No log | 0.4314 | 22 | 1.6461 | 0.4895 | 1.6461 | 1.2830 |
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- | No log | 0.4706 | 24 | 1.6610 | 0.4533 | 1.6610 | 1.2888 |
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- | No log | 0.5098 | 26 | 1.3829 | 0.4662 | 1.3829 | 1.1759 |
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- | No log | 0.5490 | 28 | 1.2499 | 0.4733 | 1.2499 | 1.1180 |
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- | No log | 0.5882 | 30 | 1.1612 | 0.4651 | 1.1612 | 1.0776 |
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- | No log | 0.6275 | 32 | 1.0874 | 0.5455 | 1.0874 | 1.0428 |
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- | No log | 0.6667 | 34 | 1.1640 | 0.5547 | 1.1640 | 1.0789 |
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- | No log | 0.7059 | 36 | 1.3800 | 0.5278 | 1.3800 | 1.1748 |
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- | No log | 0.7451 | 38 | 2.4638 | 0.3037 | 2.4638 | 1.5697 |
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- | No log | 0.7843 | 40 | 2.9469 | 0.2816 | 2.9469 | 1.7167 |
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- | No log | 0.8235 | 42 | 2.4912 | 0.2872 | 2.4912 | 1.5784 |
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- | No log | 0.8627 | 44 | 1.5294 | 0.4575 | 1.5294 | 1.2367 |
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- | No log | 0.9020 | 46 | 1.2339 | 0.5714 | 1.2339 | 1.1108 |
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- | No log | 0.9412 | 48 | 1.3406 | 0.5070 | 1.3406 | 1.1578 |
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- | No log | 0.9804 | 50 | 1.5152 | 0.4626 | 1.5152 | 1.2309 |
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- | No log | 1.0196 | 52 | 1.4897 | 0.4832 | 1.4897 | 1.2205 |
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- | No log | 1.0588 | 54 | 1.3197 | 0.5526 | 1.3197 | 1.1488 |
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- | No log | 1.0980 | 56 | 1.2439 | 0.5674 | 1.2439 | 1.1153 |
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- | No log | 1.1373 | 58 | 1.1463 | 0.6345 | 1.1463 | 1.0706 |
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- | No log | 1.1765 | 60 | 1.1493 | 0.6164 | 1.1493 | 1.0720 |
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- | No log | 1.2157 | 62 | 1.2549 | 0.5235 | 1.2549 | 1.1202 |
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- | No log | 1.2549 | 64 | 1.3221 | 0.4552 | 1.3221 | 1.1498 |
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- | No log | 1.2941 | 66 | 1.1360 | 0.5797 | 1.1360 | 1.0658 |
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- | No log | 1.3333 | 68 | 1.0332 | 0.6043 | 1.0332 | 1.0164 |
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- | No log | 1.3725 | 70 | 0.9719 | 0.5865 | 0.9719 | 0.9858 |
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- | No log | 1.4118 | 72 | 0.9902 | 0.6131 | 0.9902 | 0.9951 |
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- | No log | 1.4510 | 74 | 1.2440 | 0.5676 | 1.2440 | 1.1154 |
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- | No log | 1.4902 | 76 | 1.4434 | 0.5526 | 1.4434 | 1.2014 |
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- | No log | 1.5294 | 78 | 1.3165 | 0.5860 | 1.3165 | 1.1474 |
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- | No log | 1.5686 | 80 | 0.9547 | 0.6795 | 0.9547 | 0.9771 |
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- | No log | 1.6078 | 82 | 0.9131 | 0.6879 | 0.9131 | 0.9556 |
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- | No log | 1.6471 | 84 | 0.9033 | 0.6871 | 0.9033 | 0.9504 |
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- | No log | 1.6863 | 86 | 0.7536 | 0.75 | 0.7536 | 0.8681 |
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- | No log | 1.7255 | 88 | 0.6854 | 0.8 | 0.6854 | 0.8279 |
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- | No log | 1.7647 | 90 | 0.6759 | 0.8095 | 0.6759 | 0.8222 |
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- | No log | 1.8039 | 92 | 0.7668 | 0.7625 | 0.7668 | 0.8756 |
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- | No log | 1.8431 | 94 | 1.4470 | 0.4366 | 1.4470 | 1.2029 |
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- | No log | 1.8824 | 96 | 1.7286 | 0.3310 | 1.7286 | 1.3148 |
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- | No log | 1.9216 | 98 | 1.2891 | 0.5854 | 1.2891 | 1.1354 |
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- | No log | 1.9608 | 100 | 0.9555 | 0.6927 | 0.9555 | 0.9775 |
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- | No log | 2.0 | 102 | 0.8572 | 0.7708 | 0.8572 | 0.9258 |
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- | No log | 2.0392 | 104 | 0.8652 | 0.7609 | 0.8652 | 0.9302 |
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- | No log | 2.0784 | 106 | 1.0501 | 0.6941 | 1.0501 | 1.0248 |
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- | No log | 2.1176 | 108 | 1.1758 | 0.6225 | 1.1758 | 1.0843 |
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- | No log | 2.1569 | 110 | 0.7972 | 0.7333 | 0.7972 | 0.8929 |
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- | No log | 2.1961 | 112 | 0.6635 | 0.7320 | 0.6635 | 0.8145 |
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- | No log | 2.2353 | 114 | 1.2685 | 0.6380 | 1.2685 | 1.1263 |
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- | No log | 2.2745 | 116 | 1.3155 | 0.6463 | 1.3155 | 1.1470 |
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- | No log | 2.3137 | 118 | 0.8970 | 0.6968 | 0.8970 | 0.9471 |
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- | No log | 2.3529 | 120 | 0.7347 | 0.7134 | 0.7347 | 0.8571 |
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- | No log | 2.3922 | 122 | 0.5620 | 0.7848 | 0.5620 | 0.7497 |
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- | No log | 2.4314 | 124 | 0.6168 | 0.7389 | 0.6168 | 0.7853 |
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- | No log | 2.4706 | 126 | 0.6517 | 0.7273 | 0.6517 | 0.8073 |
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- | No log | 2.5098 | 128 | 0.6334 | 0.7407 | 0.6334 | 0.7959 |
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- | No log | 2.5490 | 130 | 0.7873 | 0.7910 | 0.7873 | 0.8873 |
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- | No log | 2.5882 | 132 | 0.8367 | 0.7841 | 0.8367 | 0.9147 |
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- | No log | 2.6275 | 134 | 0.7866 | 0.7329 | 0.7866 | 0.8869 |
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- | No log | 2.6667 | 136 | 0.8695 | 0.6710 | 0.8695 | 0.9325 |
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- | No log | 2.7059 | 138 | 0.7745 | 0.7170 | 0.7745 | 0.8801 |
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- | No log | 2.7451 | 140 | 0.7407 | 0.7711 | 0.7407 | 0.8606 |
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- | No log | 2.7843 | 142 | 0.8139 | 0.7735 | 0.8139 | 0.9021 |
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- | No log | 2.8235 | 144 | 0.8690 | 0.7363 | 0.8690 | 0.9322 |
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- | No log | 2.8627 | 146 | 0.7154 | 0.8 | 0.7154 | 0.8458 |
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- | No log | 2.9020 | 148 | 0.6507 | 0.7320 | 0.6507 | 0.8066 |
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- | No log | 2.9412 | 150 | 0.6547 | 0.7821 | 0.6547 | 0.8092 |
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- | No log | 2.9804 | 152 | 0.8581 | 0.6788 | 0.8581 | 0.9263 |
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- | No log | 3.0196 | 154 | 0.9703 | 0.6509 | 0.9703 | 0.9850 |
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- | No log | 3.0588 | 156 | 0.8248 | 0.6879 | 0.8248 | 0.9082 |
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- | No log | 3.0980 | 158 | 0.7753 | 0.7059 | 0.7753 | 0.8805 |
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- | No log | 3.1373 | 160 | 0.6876 | 0.7273 | 0.6876 | 0.8292 |
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- | No log | 3.1765 | 162 | 0.6648 | 0.7273 | 0.6648 | 0.8154 |
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- | No log | 3.2157 | 164 | 0.7205 | 0.75 | 0.7205 | 0.8488 |
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- | No log | 3.2549 | 166 | 1.0402 | 0.6582 | 1.0402 | 1.0199 |
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- | No log | 3.2941 | 168 | 1.0334 | 0.6667 | 1.0334 | 1.0166 |
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- | No log | 3.3333 | 170 | 0.7756 | 0.7215 | 0.7756 | 0.8807 |
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- | No log | 3.3725 | 172 | 0.6212 | 0.7898 | 0.6212 | 0.7882 |
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- | No log | 3.4118 | 174 | 0.6329 | 0.7619 | 0.6329 | 0.7955 |
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- | No log | 3.4510 | 176 | 0.6685 | 0.7974 | 0.6685 | 0.8176 |
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- | No log | 3.4902 | 178 | 0.7626 | 0.7468 | 0.7626 | 0.8733 |
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- | No log | 3.5294 | 180 | 1.0242 | 0.6234 | 1.0242 | 1.0120 |
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- | No log | 3.5686 | 182 | 1.1713 | 0.6452 | 1.1713 | 1.0823 |
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- | No log | 3.6078 | 184 | 1.0337 | 0.6358 | 1.0337 | 1.0167 |
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- | No log | 3.6471 | 186 | 0.8535 | 0.6338 | 0.8535 | 0.9239 |
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- | No log | 3.6863 | 188 | 0.7460 | 0.7397 | 0.7460 | 0.8637 |
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- | No log | 3.7255 | 190 | 0.7279 | 0.7848 | 0.7279 | 0.8532 |
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- | No log | 3.7647 | 192 | 0.7426 | 0.7904 | 0.7426 | 0.8617 |
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- | No log | 3.8039 | 194 | 0.8508 | 0.7582 | 0.8508 | 0.9224 |
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- | No log | 3.8431 | 196 | 0.8814 | 0.7527 | 0.8814 | 0.9388 |
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- | No log | 3.8824 | 198 | 0.7976 | 0.7541 | 0.7976 | 0.8931 |
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- | No log | 3.9216 | 200 | 0.6997 | 0.8 | 0.6997 | 0.8365 |
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- | No log | 3.9608 | 202 | 0.7065 | 0.7582 | 0.7065 | 0.8405 |
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- | No log | 4.0 | 204 | 0.7861 | 0.7389 | 0.7861 | 0.8866 |
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- | No log | 4.0392 | 206 | 1.0435 | 0.6582 | 1.0435 | 1.0215 |
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- | No log | 4.0784 | 208 | 1.2892 | 0.6265 | 1.2892 | 1.1354 |
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- | No log | 4.1176 | 210 | 1.3528 | 0.6265 | 1.3528 | 1.1631 |
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- | No log | 4.1569 | 212 | 1.0732 | 0.6627 | 1.0732 | 1.0360 |
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- | No log | 4.1961 | 214 | 0.9543 | 0.6905 | 0.9543 | 0.9769 |
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- | No log | 4.2353 | 216 | 0.7979 | 0.7394 | 0.7979 | 0.8933 |
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- | No log | 4.2745 | 218 | 0.7473 | 0.7701 | 0.7473 | 0.8645 |
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- | No log | 4.3137 | 220 | 0.7354 | 0.7735 | 0.7354 | 0.8575 |
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- | No log | 4.3529 | 222 | 0.6334 | 0.8208 | 0.6334 | 0.7959 |
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- | No log | 4.3922 | 224 | 0.6840 | 0.7436 | 0.6840 | 0.8271 |
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- | No log | 4.4314 | 226 | 0.7895 | 0.6797 | 0.7895 | 0.8886 |
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- | No log | 4.4706 | 228 | 0.8011 | 0.6842 | 0.8011 | 0.8950 |
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- | No log | 4.5098 | 230 | 0.7813 | 0.6667 | 0.7813 | 0.8839 |
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- | No log | 4.5490 | 232 | 0.6891 | 0.7843 | 0.6891 | 0.8301 |
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- | No log | 4.5882 | 234 | 0.6624 | 0.7898 | 0.6624 | 0.8139 |
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- | No log | 4.6275 | 236 | 0.6879 | 0.7532 | 0.6879 | 0.8294 |
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- | No log | 4.6667 | 238 | 0.6946 | 0.7568 | 0.6946 | 0.8334 |
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- | No log | 4.7059 | 240 | 0.6868 | 0.7568 | 0.6868 | 0.8288 |
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- | No log | 4.7451 | 242 | 0.6580 | 0.7586 | 0.6580 | 0.8112 |
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- | No log | 4.7843 | 244 | 0.6430 | 0.7568 | 0.6430 | 0.8019 |
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- | No log | 4.8235 | 246 | 0.6332 | 0.7568 | 0.6332 | 0.7958 |
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- | No log | 4.8627 | 248 | 0.6621 | 0.7712 | 0.6621 | 0.8137 |
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- | No log | 4.9020 | 250 | 0.8173 | 0.6835 | 0.8173 | 0.9040 |
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- | No log | 4.9412 | 252 | 1.1167 | 0.6552 | 1.1167 | 1.0567 |
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- | No log | 4.9804 | 254 | 1.1406 | 0.6667 | 1.1406 | 1.0680 |
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- | No log | 5.0196 | 256 | 0.9486 | 0.6125 | 0.9486 | 0.9740 |
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- | No log | 5.0588 | 258 | 0.7107 | 0.7568 | 0.7107 | 0.8430 |
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- | No log | 5.0980 | 260 | 0.6962 | 0.7361 | 0.6962 | 0.8344 |
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- | No log | 5.1373 | 262 | 0.6913 | 0.7347 | 0.6913 | 0.8315 |
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- | No log | 5.1765 | 264 | 0.7394 | 0.7285 | 0.7394 | 0.8599 |
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- | No log | 5.2157 | 266 | 0.7604 | 0.7362 | 0.7604 | 0.8720 |
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- | No log | 5.2549 | 268 | 0.6976 | 0.7285 | 0.6976 | 0.8352 |
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- | No log | 5.2941 | 270 | 0.6409 | 0.7483 | 0.6409 | 0.8005 |
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- | No log | 5.3333 | 272 | 0.6486 | 0.7448 | 0.6486 | 0.8053 |
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- | No log | 5.3725 | 274 | 0.6629 | 0.7568 | 0.6629 | 0.8142 |
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- | No log | 5.4118 | 276 | 0.7152 | 0.7248 | 0.7152 | 0.8457 |
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- | No log | 5.4510 | 278 | 1.0317 | 0.6228 | 1.0317 | 1.0157 |
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- | No log | 5.4902 | 280 | 1.2208 | 0.6243 | 1.2208 | 1.1049 |
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- | No log | 5.5294 | 282 | 1.1119 | 0.6316 | 1.1119 | 1.0545 |
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- | No log | 5.5686 | 284 | 0.8484 | 0.7209 | 0.8484 | 0.9211 |
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- | No log | 5.6078 | 286 | 0.7283 | 0.7261 | 0.7283 | 0.8534 |
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- | No log | 5.6471 | 288 | 0.7468 | 0.7284 | 0.7468 | 0.8642 |
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- | No log | 5.6863 | 290 | 0.8732 | 0.6782 | 0.8732 | 0.9344 |
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- | No log | 5.7255 | 292 | 0.8754 | 0.6782 | 0.8754 | 0.9356 |
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- | No log | 5.7647 | 294 | 0.7091 | 0.7381 | 0.7091 | 0.8421 |
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- | No log | 5.8039 | 296 | 0.6418 | 0.7651 | 0.6418 | 0.8011 |
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- | No log | 5.8431 | 298 | 0.6659 | 0.7586 | 0.6659 | 0.8160 |
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- | No log | 5.8824 | 300 | 0.6681 | 0.7310 | 0.6681 | 0.8174 |
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- | No log | 5.9216 | 302 | 0.7413 | 0.7248 | 0.7413 | 0.8610 |
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- | No log | 5.9608 | 304 | 0.9513 | 0.64 | 0.9513 | 0.9753 |
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- | No log | 6.0 | 306 | 0.9870 | 0.6494 | 0.9870 | 0.9935 |
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- | No log | 6.0392 | 308 | 0.7921 | 0.7190 | 0.7921 | 0.8900 |
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- | No log | 6.0784 | 310 | 0.6964 | 0.7922 | 0.6964 | 0.8345 |
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- | No log | 6.1176 | 312 | 0.7145 | 0.7712 | 0.7145 | 0.8453 |
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- | No log | 6.1569 | 314 | 0.6733 | 0.7771 | 0.6733 | 0.8205 |
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- | No log | 6.1961 | 316 | 0.6514 | 0.7564 | 0.6514 | 0.8071 |
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- | No log | 6.2353 | 318 | 0.6521 | 0.7564 | 0.6521 | 0.8075 |
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- | No log | 6.2745 | 320 | 0.6539 | 0.7595 | 0.6539 | 0.8086 |
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- | No log | 6.3137 | 322 | 0.6378 | 0.7516 | 0.6378 | 0.7986 |
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- | No log | 6.3529 | 324 | 0.6284 | 0.7436 | 0.6284 | 0.7927 |
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- | No log | 6.3922 | 326 | 0.6401 | 0.75 | 0.6401 | 0.8000 |
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- | No log | 6.4314 | 328 | 0.7138 | 0.7709 | 0.7138 | 0.8449 |
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- | No log | 6.4706 | 330 | 0.7302 | 0.7802 | 0.7302 | 0.8545 |
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- | No log | 6.5098 | 332 | 0.6442 | 0.7412 | 0.6442 | 0.8026 |
218
- | No log | 6.5490 | 334 | 0.6544 | 0.7778 | 0.6544 | 0.8090 |
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- | No log | 6.5882 | 336 | 0.6798 | 0.7778 | 0.6798 | 0.8245 |
220
- | No log | 6.6275 | 338 | 0.6721 | 0.7778 | 0.6721 | 0.8198 |
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- | No log | 6.6667 | 340 | 0.6989 | 0.7578 | 0.6989 | 0.8360 |
222
- | No log | 6.7059 | 342 | 0.7840 | 0.7317 | 0.7840 | 0.8854 |
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- | No log | 6.7451 | 344 | 0.8839 | 0.6918 | 0.8839 | 0.9402 |
224
- | No log | 6.7843 | 346 | 0.8690 | 0.6962 | 0.8690 | 0.9322 |
225
- | No log | 6.8235 | 348 | 0.7903 | 0.7034 | 0.7903 | 0.8890 |
226
- | No log | 6.8627 | 350 | 0.7430 | 0.7651 | 0.7430 | 0.8620 |
227
- | No log | 6.9020 | 352 | 0.7097 | 0.7651 | 0.7097 | 0.8424 |
228
- | No log | 6.9412 | 354 | 0.7007 | 0.7712 | 0.7007 | 0.8371 |
229
- | No log | 6.9804 | 356 | 0.6908 | 0.7578 | 0.6908 | 0.8311 |
230
- | No log | 7.0196 | 358 | 0.6902 | 0.7578 | 0.6902 | 0.8308 |
231
- | No log | 7.0588 | 360 | 0.6917 | 0.7651 | 0.6917 | 0.8317 |
232
- | No log | 7.0980 | 362 | 0.7438 | 0.7550 | 0.7438 | 0.8624 |
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- | No log | 7.1373 | 364 | 0.7470 | 0.7467 | 0.7470 | 0.8643 |
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- | No log | 7.1765 | 366 | 0.7644 | 0.7260 | 0.7644 | 0.8743 |
235
- | No log | 7.2157 | 368 | 0.7681 | 0.7260 | 0.7681 | 0.8764 |
236
- | No log | 7.2549 | 370 | 0.7730 | 0.7324 | 0.7730 | 0.8792 |
237
- | No log | 7.2941 | 372 | 0.7877 | 0.7376 | 0.7877 | 0.8875 |
238
- | No log | 7.3333 | 374 | 0.7767 | 0.7376 | 0.7767 | 0.8813 |
239
- | No log | 7.3725 | 376 | 0.7320 | 0.7483 | 0.7320 | 0.8556 |
240
- | No log | 7.4118 | 378 | 0.7189 | 0.7651 | 0.7189 | 0.8479 |
241
- | No log | 7.4510 | 380 | 0.7290 | 0.7237 | 0.7290 | 0.8538 |
242
- | No log | 7.4902 | 382 | 0.7262 | 0.7190 | 0.7262 | 0.8521 |
243
- | No log | 7.5294 | 384 | 0.6914 | 0.7651 | 0.6914 | 0.8315 |
244
- | No log | 7.5686 | 386 | 0.6862 | 0.7534 | 0.6862 | 0.8284 |
245
- | No log | 7.6078 | 388 | 0.7035 | 0.7484 | 0.7035 | 0.8387 |
246
- | No log | 7.6471 | 390 | 0.7280 | 0.7143 | 0.7280 | 0.8532 |
247
- | No log | 7.6863 | 392 | 0.7034 | 0.7532 | 0.7034 | 0.8387 |
248
- | No log | 7.7255 | 394 | 0.6827 | 0.7733 | 0.6827 | 0.8262 |
249
- | No log | 7.7647 | 396 | 0.6679 | 0.7733 | 0.6679 | 0.8173 |
250
- | No log | 7.8039 | 398 | 0.6769 | 0.7421 | 0.6769 | 0.8227 |
251
- | No log | 7.8431 | 400 | 0.7913 | 0.7486 | 0.7913 | 0.8896 |
252
- | No log | 7.8824 | 402 | 0.8414 | 0.7213 | 0.8414 | 0.9173 |
253
- | No log | 7.9216 | 404 | 0.7581 | 0.7356 | 0.7581 | 0.8707 |
254
- | No log | 7.9608 | 406 | 0.6363 | 0.7436 | 0.6363 | 0.7977 |
255
- | No log | 8.0 | 408 | 0.6360 | 0.7586 | 0.6360 | 0.7975 |
256
- | No log | 8.0392 | 410 | 0.7023 | 0.7413 | 0.7023 | 0.8380 |
257
- | No log | 8.0784 | 412 | 0.7124 | 0.7324 | 0.7124 | 0.8440 |
258
- | No log | 8.1176 | 414 | 0.6951 | 0.7483 | 0.6951 | 0.8337 |
259
- | No log | 8.1569 | 416 | 0.7256 | 0.7034 | 0.7256 | 0.8518 |
260
- | No log | 8.1961 | 418 | 0.7474 | 0.7260 | 0.7474 | 0.8645 |
261
- | No log | 8.2353 | 420 | 0.7308 | 0.7123 | 0.7308 | 0.8549 |
262
- | No log | 8.2745 | 422 | 0.7454 | 0.7432 | 0.7454 | 0.8634 |
263
- | No log | 8.3137 | 424 | 0.7298 | 0.7347 | 0.7298 | 0.8543 |
264
- | No log | 8.3529 | 426 | 0.6996 | 0.7568 | 0.6996 | 0.8364 |
265
- | No log | 8.3922 | 428 | 0.6957 | 0.7651 | 0.6957 | 0.8341 |
266
- | No log | 8.4314 | 430 | 0.7092 | 0.7347 | 0.7092 | 0.8421 |
267
- | No log | 8.4706 | 432 | 0.7842 | 0.7297 | 0.7842 | 0.8855 |
268
- | No log | 8.5098 | 434 | 0.9491 | 0.6380 | 0.9491 | 0.9742 |
269
- | No log | 8.5490 | 436 | 1.0296 | 0.6353 | 1.0296 | 1.0147 |
270
- | No log | 8.5882 | 438 | 0.9122 | 0.6353 | 0.9122 | 0.9551 |
271
- | No log | 8.6275 | 440 | 0.7032 | 0.7383 | 0.7032 | 0.8386 |
272
- | No log | 8.6667 | 442 | 0.6600 | 0.7568 | 0.6600 | 0.8124 |
273
- | No log | 8.7059 | 444 | 0.6875 | 0.7448 | 0.6875 | 0.8292 |
274
- | No log | 8.7451 | 446 | 0.7169 | 0.7361 | 0.7169 | 0.8467 |
275
- | No log | 8.7843 | 448 | 0.7306 | 0.7397 | 0.7306 | 0.8548 |
276
- | No log | 8.8235 | 450 | 0.7502 | 0.6853 | 0.7502 | 0.8661 |
277
- | No log | 8.8627 | 452 | 0.7923 | 0.7211 | 0.7923 | 0.8901 |
278
- | No log | 8.9020 | 454 | 0.7794 | 0.7297 | 0.7794 | 0.8828 |
279
- | No log | 8.9412 | 456 | 0.7303 | 0.7042 | 0.7303 | 0.8546 |
280
- | No log | 8.9804 | 458 | 0.7403 | 0.7273 | 0.7403 | 0.8604 |
281
- | No log | 9.0196 | 460 | 0.7332 | 0.7361 | 0.7332 | 0.8563 |
282
- | No log | 9.0588 | 462 | 0.7184 | 0.75 | 0.7184 | 0.8476 |
283
- | No log | 9.0980 | 464 | 0.7511 | 0.7383 | 0.7511 | 0.8666 |
284
- | No log | 9.1373 | 466 | 0.7497 | 0.7134 | 0.7497 | 0.8658 |
285
- | No log | 9.1765 | 468 | 0.7377 | 0.7561 | 0.7377 | 0.8589 |
286
- | No log | 9.2157 | 470 | 0.7193 | 0.7792 | 0.7193 | 0.8481 |
287
- | No log | 9.2549 | 472 | 0.7409 | 0.7651 | 0.7409 | 0.8608 |
288
- | No log | 9.2941 | 474 | 0.7633 | 0.7568 | 0.7633 | 0.8737 |
289
- | No log | 9.3333 | 476 | 0.7811 | 0.7361 | 0.7811 | 0.8838 |
290
- | No log | 9.3725 | 478 | 0.7855 | 0.7273 | 0.7855 | 0.8863 |
291
- | No log | 9.4118 | 480 | 0.7442 | 0.7183 | 0.7442 | 0.8627 |
292
- | No log | 9.4510 | 482 | 0.7074 | 0.7273 | 0.7074 | 0.8410 |
293
- | No log | 9.4902 | 484 | 0.6953 | 0.7273 | 0.6953 | 0.8339 |
294
- | No log | 9.5294 | 486 | 0.6781 | 0.7273 | 0.6781 | 0.8235 |
295
- | No log | 9.5686 | 488 | 0.6782 | 0.7273 | 0.6782 | 0.8235 |
296
- | No log | 9.6078 | 490 | 0.6667 | 0.7397 | 0.6667 | 0.8165 |
297
- | No log | 9.6471 | 492 | 0.6805 | 0.7432 | 0.6805 | 0.8249 |
298
- | No log | 9.6863 | 494 | 0.6736 | 0.7451 | 0.6736 | 0.8208 |
299
- | No log | 9.7255 | 496 | 0.6533 | 0.7662 | 0.6533 | 0.8083 |
300
- | No log | 9.7647 | 498 | 0.6098 | 0.7692 | 0.6098 | 0.7809 |
301
- | 0.3533 | 9.8039 | 500 | 0.6119 | 0.7632 | 0.6119 | 0.7822 |
302
- | 0.3533 | 9.8431 | 502 | 0.6358 | 0.7517 | 0.6358 | 0.7974 |
303
- | 0.3533 | 9.8824 | 504 | 0.6863 | 0.7432 | 0.6863 | 0.8284 |
304
- | 0.3533 | 9.9216 | 506 | 0.7412 | 0.7123 | 0.7412 | 0.8609 |
305
- | 0.3533 | 9.9608 | 508 | 0.7411 | 0.7083 | 0.7411 | 0.8609 |
306
- | 0.3533 | 10.0 | 510 | 0.7249 | 0.7310 | 0.7249 | 0.8514 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task1_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task1_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: 0.6998
19
+ - Qwk: 0.7673
20
+ - Mse: 0.6998
21
+ - Rmse: 0.8366
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0351 | 2 | 6.5625 | 0.0176 | 6.5625 | 2.5617 |
53
+ | No log | 0.0702 | 4 | 4.3884 | 0.0365 | 4.3884 | 2.0949 |
54
+ | No log | 0.1053 | 6 | 3.3757 | -0.0104 | 3.3757 | 1.8373 |
55
+ | No log | 0.1404 | 8 | 2.3341 | 0.1642 | 2.3341 | 1.5278 |
56
+ | No log | 0.1754 | 10 | 1.6780 | 0.2609 | 1.6780 | 1.2954 |
57
+ | No log | 0.2105 | 12 | 1.6113 | 0.3415 | 1.6113 | 1.2694 |
58
+ | No log | 0.2456 | 14 | 1.4977 | 0.2881 | 1.4977 | 1.2238 |
59
+ | No log | 0.2807 | 16 | 1.4148 | 0.3186 | 1.4148 | 1.1895 |
60
+ | No log | 0.3158 | 18 | 1.4438 | 0.2857 | 1.4438 | 1.2016 |
61
+ | No log | 0.3509 | 20 | 1.6134 | 0.2712 | 1.6134 | 1.2702 |
62
+ | No log | 0.3860 | 22 | 2.0392 | 0.2290 | 2.0392 | 1.4280 |
63
+ | No log | 0.4211 | 24 | 2.2438 | 0.1277 | 2.2438 | 1.4979 |
64
+ | No log | 0.4561 | 26 | 2.0222 | 0.2535 | 2.0222 | 1.4221 |
65
+ | No log | 0.4912 | 28 | 1.4910 | 0.3770 | 1.4910 | 1.2211 |
66
+ | No log | 0.5263 | 30 | 1.2963 | 0.4375 | 1.2963 | 1.1385 |
67
+ | No log | 0.5614 | 32 | 1.4446 | 0.4348 | 1.4446 | 1.2019 |
68
+ | No log | 0.5965 | 34 | 1.9517 | 0.3602 | 1.9517 | 1.3970 |
69
+ | No log | 0.6316 | 36 | 1.8664 | 0.4156 | 1.8664 | 1.3661 |
70
+ | No log | 0.6667 | 38 | 1.9441 | 0.3396 | 1.9441 | 1.3943 |
71
+ | No log | 0.7018 | 40 | 2.2716 | 0.2703 | 2.2716 | 1.5072 |
72
+ | No log | 0.7368 | 42 | 2.1771 | 0.2967 | 2.1771 | 1.4755 |
73
+ | No log | 0.7719 | 44 | 2.0757 | 0.3523 | 2.0757 | 1.4407 |
74
+ | No log | 0.8070 | 46 | 1.6857 | 0.4908 | 1.6857 | 1.2984 |
75
+ | No log | 0.8421 | 48 | 1.1777 | 0.6087 | 1.1777 | 1.0852 |
76
+ | No log | 0.8772 | 50 | 1.2544 | 0.625 | 1.2544 | 1.1200 |
77
+ | No log | 0.9123 | 52 | 1.2065 | 0.6196 | 1.2065 | 1.0984 |
78
+ | No log | 0.9474 | 54 | 0.9310 | 0.7368 | 0.9310 | 0.9649 |
79
+ | No log | 0.9825 | 56 | 0.9072 | 0.6832 | 0.9072 | 0.9525 |
80
+ | No log | 1.0175 | 58 | 1.0462 | 0.6144 | 1.0462 | 1.0228 |
81
+ | No log | 1.0526 | 60 | 0.9409 | 0.6667 | 0.9409 | 0.9700 |
82
+ | No log | 1.0877 | 62 | 0.8808 | 0.7 | 0.8808 | 0.9385 |
83
+ | No log | 1.1228 | 64 | 0.7836 | 0.7389 | 0.7836 | 0.8852 |
84
+ | No log | 1.1579 | 66 | 0.7350 | 0.7211 | 0.7350 | 0.8573 |
85
+ | No log | 1.1930 | 68 | 0.7230 | 0.7211 | 0.7230 | 0.8503 |
86
+ | No log | 1.2281 | 70 | 1.0334 | 0.6879 | 1.0334 | 1.0166 |
87
+ | No log | 1.2632 | 72 | 1.2971 | 0.5679 | 1.2971 | 1.1389 |
88
+ | No log | 1.2982 | 74 | 1.3005 | 0.5823 | 1.3005 | 1.1404 |
89
+ | No log | 1.3333 | 76 | 0.9073 | 0.6711 | 0.9073 | 0.9525 |
90
+ | No log | 1.3684 | 78 | 0.8090 | 0.7376 | 0.8090 | 0.8995 |
91
+ | No log | 1.4035 | 80 | 0.9917 | 0.5954 | 0.9917 | 0.9959 |
92
+ | No log | 1.4386 | 82 | 0.9844 | 0.6383 | 0.9844 | 0.9922 |
93
+ | No log | 1.4737 | 84 | 1.1188 | 0.6056 | 1.1188 | 1.0577 |
94
+ | No log | 1.5088 | 86 | 1.2515 | 0.5556 | 1.2515 | 1.1187 |
95
+ | No log | 1.5439 | 88 | 1.1825 | 0.5765 | 1.1825 | 1.0874 |
96
+ | No log | 1.5789 | 90 | 1.7593 | 0.5572 | 1.7593 | 1.3264 |
97
+ | No log | 1.6140 | 92 | 2.0835 | 0.4977 | 2.0835 | 1.4434 |
98
+ | No log | 1.6491 | 94 | 1.5068 | 0.6 | 1.5068 | 1.2275 |
99
+ | No log | 1.6842 | 96 | 0.8941 | 0.7219 | 0.8941 | 0.9456 |
100
+ | No log | 1.7193 | 98 | 0.8405 | 0.7261 | 0.8405 | 0.9168 |
101
+ | No log | 1.7544 | 100 | 0.7725 | 0.7320 | 0.7725 | 0.8789 |
102
+ | No log | 1.7895 | 102 | 0.8883 | 0.6667 | 0.8883 | 0.9425 |
103
+ | No log | 1.8246 | 104 | 1.0062 | 0.6203 | 1.0062 | 1.0031 |
104
+ | No log | 1.8596 | 106 | 1.0456 | 0.6194 | 1.0456 | 1.0225 |
105
+ | No log | 1.8947 | 108 | 0.8241 | 0.6622 | 0.8241 | 0.9078 |
106
+ | No log | 1.9298 | 110 | 0.6938 | 0.7586 | 0.6938 | 0.8330 |
107
+ | No log | 1.9649 | 112 | 0.7265 | 0.7361 | 0.7265 | 0.8524 |
108
+ | No log | 2.0 | 114 | 0.7167 | 0.7703 | 0.7167 | 0.8466 |
109
+ | No log | 2.0351 | 116 | 0.7528 | 0.7381 | 0.7528 | 0.8677 |
110
+ | No log | 2.0702 | 118 | 1.1389 | 0.6404 | 1.1389 | 1.0672 |
111
+ | No log | 2.1053 | 120 | 1.3427 | 0.5889 | 1.3427 | 1.1587 |
112
+ | No log | 2.1404 | 122 | 1.0594 | 0.6316 | 1.0594 | 1.0293 |
113
+ | No log | 2.1754 | 124 | 0.7863 | 0.7643 | 0.7863 | 0.8867 |
114
+ | No log | 2.2105 | 126 | 0.8462 | 0.7162 | 0.8462 | 0.9199 |
115
+ | No log | 2.2456 | 128 | 0.8647 | 0.6846 | 0.8647 | 0.9299 |
116
+ | No log | 2.2807 | 130 | 0.8147 | 0.7516 | 0.8147 | 0.9026 |
117
+ | No log | 2.3158 | 132 | 0.8743 | 0.7143 | 0.8743 | 0.9351 |
118
+ | No log | 2.3509 | 134 | 1.0170 | 0.6404 | 1.0170 | 1.0085 |
119
+ | No log | 2.3860 | 136 | 0.9496 | 0.6919 | 0.9496 | 0.9745 |
120
+ | No log | 2.4211 | 138 | 0.7594 | 0.7886 | 0.7594 | 0.8714 |
121
+ | No log | 2.4561 | 140 | 0.6940 | 0.7545 | 0.6940 | 0.8330 |
122
+ | No log | 2.4912 | 142 | 0.7558 | 0.7059 | 0.7558 | 0.8694 |
123
+ | No log | 2.5263 | 144 | 0.7168 | 0.7067 | 0.7168 | 0.8466 |
124
+ | No log | 2.5614 | 146 | 0.6771 | 0.7682 | 0.6771 | 0.8229 |
125
+ | No log | 2.5965 | 148 | 0.6758 | 0.76 | 0.6758 | 0.8221 |
126
+ | No log | 2.6316 | 150 | 0.7098 | 0.7703 | 0.7098 | 0.8425 |
127
+ | No log | 2.6667 | 152 | 0.7199 | 0.7534 | 0.7199 | 0.8485 |
128
+ | No log | 2.7018 | 154 | 0.6949 | 0.7651 | 0.6949 | 0.8336 |
129
+ | No log | 2.7368 | 156 | 0.7448 | 0.7651 | 0.7448 | 0.8630 |
130
+ | No log | 2.7719 | 158 | 0.7117 | 0.7733 | 0.7117 | 0.8437 |
131
+ | No log | 2.8070 | 160 | 0.5989 | 0.7733 | 0.5989 | 0.7739 |
132
+ | No log | 2.8421 | 162 | 0.6177 | 0.8132 | 0.6177 | 0.7859 |
133
+ | No log | 2.8772 | 164 | 0.6793 | 0.8 | 0.6793 | 0.8242 |
134
+ | No log | 2.9123 | 166 | 0.6272 | 0.8087 | 0.6272 | 0.7920 |
135
+ | No log | 2.9474 | 168 | 0.6331 | 0.7927 | 0.6331 | 0.7957 |
136
+ | No log | 2.9825 | 170 | 0.8834 | 0.6928 | 0.8834 | 0.9399 |
137
+ | No log | 3.0175 | 172 | 0.9156 | 0.6533 | 0.9156 | 0.9569 |
138
+ | No log | 3.0526 | 174 | 0.7389 | 0.7020 | 0.7389 | 0.8596 |
139
+ | No log | 3.0877 | 176 | 0.5771 | 0.7875 | 0.5771 | 0.7597 |
140
+ | No log | 3.1228 | 178 | 0.6446 | 0.8362 | 0.6446 | 0.8029 |
141
+ | No log | 3.1579 | 180 | 0.6625 | 0.8070 | 0.6625 | 0.8139 |
142
+ | No log | 3.1930 | 182 | 0.7043 | 0.8 | 0.7043 | 0.8392 |
143
+ | No log | 3.2281 | 184 | 0.6803 | 0.7871 | 0.6803 | 0.8248 |
144
+ | No log | 3.2632 | 186 | 0.7071 | 0.7815 | 0.7071 | 0.8409 |
145
+ | No log | 3.2982 | 188 | 0.7253 | 0.7733 | 0.7253 | 0.8516 |
146
+ | No log | 3.3333 | 190 | 0.6941 | 0.7733 | 0.6941 | 0.8332 |
147
+ | No log | 3.3684 | 192 | 0.6640 | 0.7815 | 0.6640 | 0.8149 |
148
+ | No log | 3.4035 | 194 | 0.6532 | 0.7632 | 0.6532 | 0.8082 |
149
+ | No log | 3.4386 | 196 | 0.6668 | 0.7815 | 0.6668 | 0.8166 |
150
+ | No log | 3.4737 | 198 | 0.7193 | 0.7671 | 0.7193 | 0.8481 |
151
+ | No log | 3.5088 | 200 | 0.7688 | 0.7183 | 0.7688 | 0.8768 |
152
+ | No log | 3.5439 | 202 | 0.7855 | 0.7183 | 0.7855 | 0.8863 |
153
+ | No log | 3.5789 | 204 | 0.7424 | 0.7183 | 0.7424 | 0.8616 |
154
+ | No log | 3.6140 | 206 | 0.6929 | 0.7632 | 0.6929 | 0.8324 |
155
+ | No log | 3.6491 | 208 | 0.7495 | 0.7701 | 0.7495 | 0.8658 |
156
+ | No log | 3.6842 | 210 | 0.6681 | 0.8023 | 0.6681 | 0.8173 |
157
+ | No log | 3.7193 | 212 | 0.6232 | 0.7848 | 0.6232 | 0.7894 |
158
+ | No log | 3.7544 | 214 | 0.6545 | 0.7516 | 0.6545 | 0.8090 |
159
+ | No log | 3.7895 | 216 | 0.6338 | 0.7662 | 0.6338 | 0.7961 |
160
+ | No log | 3.8246 | 218 | 0.6814 | 0.7895 | 0.6814 | 0.8255 |
161
+ | No log | 3.8596 | 220 | 0.6966 | 0.7703 | 0.6966 | 0.8346 |
162
+ | No log | 3.8947 | 222 | 0.6837 | 0.7785 | 0.6837 | 0.8269 |
163
+ | No log | 3.9298 | 224 | 0.6744 | 0.7703 | 0.6744 | 0.8212 |
164
+ | No log | 3.9649 | 226 | 0.6876 | 0.8050 | 0.6876 | 0.8292 |
165
+ | No log | 4.0 | 228 | 0.7958 | 0.7574 | 0.7958 | 0.8921 |
166
+ | No log | 4.0351 | 230 | 0.7685 | 0.7977 | 0.7685 | 0.8766 |
167
+ | No log | 4.0702 | 232 | 0.6955 | 0.8047 | 0.6955 | 0.8339 |
168
+ | No log | 4.1053 | 234 | 0.6580 | 0.7952 | 0.6580 | 0.8112 |
169
+ | No log | 4.1404 | 236 | 0.6713 | 0.8 | 0.6713 | 0.8193 |
170
+ | No log | 4.1754 | 238 | 0.7068 | 0.8249 | 0.7068 | 0.8407 |
171
+ | No log | 4.2105 | 240 | 0.8478 | 0.7742 | 0.8478 | 0.9208 |
172
+ | No log | 4.2456 | 242 | 0.8615 | 0.75 | 0.8615 | 0.9282 |
173
+ | No log | 4.2807 | 244 | 0.7116 | 0.8 | 0.7116 | 0.8436 |
174
+ | No log | 4.3158 | 246 | 0.6356 | 0.7925 | 0.6356 | 0.7973 |
175
+ | No log | 4.3509 | 248 | 0.6635 | 0.7949 | 0.6635 | 0.8145 |
176
+ | No log | 4.3860 | 250 | 0.7351 | 0.7907 | 0.7351 | 0.8574 |
177
+ | No log | 4.4211 | 252 | 0.8628 | 0.7314 | 0.8628 | 0.9289 |
178
+ | No log | 4.4561 | 254 | 0.8608 | 0.7386 | 0.8608 | 0.9278 |
179
+ | No log | 4.4912 | 256 | 0.7108 | 0.7975 | 0.7108 | 0.8431 |
180
+ | No log | 4.5263 | 258 | 0.7990 | 0.7333 | 0.7990 | 0.8939 |
181
+ | No log | 4.5614 | 260 | 0.9727 | 0.6301 | 0.9727 | 0.9863 |
182
+ | No log | 4.5965 | 262 | 0.9159 | 0.6483 | 0.9159 | 0.9570 |
183
+ | No log | 4.6316 | 264 | 0.8434 | 0.7133 | 0.8434 | 0.9184 |
184
+ | No log | 4.6667 | 266 | 0.8165 | 0.7517 | 0.8165 | 0.9036 |
185
+ | No log | 4.7018 | 268 | 0.8003 | 0.7682 | 0.8003 | 0.8946 |
186
+ | No log | 4.7368 | 270 | 0.7720 | 0.7712 | 0.7720 | 0.8786 |
187
+ | No log | 4.7719 | 272 | 0.7102 | 0.7898 | 0.7102 | 0.8427 |
188
+ | No log | 4.8070 | 274 | 0.6657 | 0.7925 | 0.6657 | 0.8159 |
189
+ | No log | 4.8421 | 276 | 0.6404 | 0.7904 | 0.6404 | 0.8003 |
190
+ | No log | 4.8772 | 278 | 0.7161 | 0.7892 | 0.7161 | 0.8462 |
191
+ | No log | 4.9123 | 280 | 0.9313 | 0.7766 | 0.9313 | 0.9650 |
192
+ | No log | 4.9474 | 282 | 1.1536 | 0.6333 | 1.1536 | 1.0741 |
193
+ | No log | 4.9825 | 284 | 0.9897 | 0.6667 | 0.9897 | 0.9948 |
194
+ | No log | 5.0175 | 286 | 0.6533 | 0.8229 | 0.6533 | 0.8083 |
195
+ | No log | 5.0526 | 288 | 0.5864 | 0.7898 | 0.5864 | 0.7658 |
196
+ | No log | 5.0877 | 290 | 0.6057 | 0.7922 | 0.6057 | 0.7783 |
197
+ | No log | 5.1228 | 292 | 0.6525 | 0.7853 | 0.6525 | 0.8078 |
198
+ | No log | 5.1579 | 294 | 0.7044 | 0.8140 | 0.7044 | 0.8393 |
199
+ | No log | 5.1930 | 296 | 0.6802 | 0.8208 | 0.6802 | 0.8247 |
200
+ | No log | 5.2281 | 298 | 0.6369 | 0.8171 | 0.6369 | 0.7981 |
201
+ | No log | 5.2632 | 300 | 0.6495 | 0.8075 | 0.6495 | 0.8059 |
202
+ | No log | 5.2982 | 302 | 0.6794 | 0.8125 | 0.6794 | 0.8242 |
203
+ | No log | 5.3333 | 304 | 0.6934 | 0.8125 | 0.6934 | 0.8327 |
204
+ | No log | 5.3684 | 306 | 0.6841 | 0.8098 | 0.6841 | 0.8271 |
205
+ | No log | 5.4035 | 308 | 0.6917 | 0.7901 | 0.6917 | 0.8317 |
206
+ | No log | 5.4386 | 310 | 0.6612 | 0.8024 | 0.6612 | 0.8131 |
207
+ | No log | 5.4737 | 312 | 0.6761 | 0.8263 | 0.6761 | 0.8223 |
208
+ | No log | 5.5088 | 314 | 0.7206 | 0.8087 | 0.7206 | 0.8489 |
209
+ | No log | 5.5439 | 316 | 0.6927 | 0.8222 | 0.6927 | 0.8323 |
210
+ | No log | 5.5789 | 318 | 0.6409 | 0.8161 | 0.6409 | 0.8005 |
211
+ | No log | 5.6140 | 320 | 0.6697 | 0.8229 | 0.6697 | 0.8184 |
212
+ | No log | 5.6491 | 322 | 0.6591 | 0.8214 | 0.6591 | 0.8119 |
213
+ | No log | 5.6842 | 324 | 0.6367 | 0.7815 | 0.6367 | 0.7979 |
214
+ | No log | 5.7193 | 326 | 0.6702 | 0.7347 | 0.6702 | 0.8187 |
215
+ | No log | 5.7544 | 328 | 0.6619 | 0.7211 | 0.6619 | 0.8136 |
216
+ | No log | 5.7895 | 330 | 0.6299 | 0.7211 | 0.6299 | 0.7937 |
217
+ | No log | 5.8246 | 332 | 0.5852 | 0.8052 | 0.5852 | 0.7650 |
218
+ | No log | 5.8596 | 334 | 0.6472 | 0.8140 | 0.6472 | 0.8045 |
219
+ | No log | 5.8947 | 336 | 0.8815 | 0.6893 | 0.8815 | 0.9389 |
220
+ | No log | 5.9298 | 338 | 0.9257 | 0.6705 | 0.9257 | 0.9621 |
221
+ | No log | 5.9649 | 340 | 0.8771 | 0.7303 | 0.8771 | 0.9365 |
222
+ | No log | 6.0 | 342 | 0.8005 | 0.7614 | 0.8005 | 0.8947 |
223
+ | No log | 6.0351 | 344 | 0.7298 | 0.8070 | 0.7298 | 0.8543 |
224
+ | No log | 6.0702 | 346 | 0.7388 | 0.7799 | 0.7388 | 0.8595 |
225
+ | No log | 6.1053 | 348 | 0.7613 | 0.7742 | 0.7613 | 0.8725 |
226
+ | No log | 6.1404 | 350 | 0.7935 | 0.7792 | 0.7935 | 0.8908 |
227
+ | No log | 6.1754 | 352 | 0.8259 | 0.6897 | 0.8259 | 0.9088 |
228
+ | No log | 6.2105 | 354 | 0.8393 | 0.6622 | 0.8393 | 0.9161 |
229
+ | No log | 6.2456 | 356 | 0.8146 | 0.7134 | 0.8146 | 0.9025 |
230
+ | No log | 6.2807 | 358 | 0.7268 | 0.7545 | 0.7268 | 0.8525 |
231
+ | No log | 6.3158 | 360 | 0.6397 | 0.7784 | 0.6397 | 0.7998 |
232
+ | No log | 6.3509 | 362 | 0.6175 | 0.7898 | 0.6175 | 0.7858 |
233
+ | No log | 6.3860 | 364 | 0.6025 | 0.7898 | 0.6025 | 0.7762 |
234
+ | No log | 6.4211 | 366 | 0.6197 | 0.7843 | 0.6197 | 0.7872 |
235
+ | No log | 6.4561 | 368 | 0.6248 | 0.7712 | 0.6248 | 0.7904 |
236
+ | No log | 6.4912 | 370 | 0.6317 | 0.7692 | 0.6317 | 0.7948 |
237
+ | No log | 6.5263 | 372 | 0.6769 | 0.7742 | 0.6769 | 0.8227 |
238
+ | No log | 6.5614 | 374 | 0.6645 | 0.7848 | 0.6645 | 0.8151 |
239
+ | No log | 6.5965 | 376 | 0.6417 | 0.7848 | 0.6417 | 0.8010 |
240
+ | No log | 6.6316 | 378 | 0.6335 | 0.7975 | 0.6335 | 0.7959 |
241
+ | No log | 6.6667 | 380 | 0.6534 | 0.7647 | 0.6534 | 0.8084 |
242
+ | No log | 6.7018 | 382 | 0.6813 | 0.7630 | 0.6813 | 0.8254 |
243
+ | No log | 6.7368 | 384 | 0.7013 | 0.7574 | 0.7013 | 0.8374 |
244
+ | No log | 6.7719 | 386 | 0.7293 | 0.7771 | 0.7293 | 0.8540 |
245
+ | No log | 6.8070 | 388 | 0.7499 | 0.75 | 0.7499 | 0.8660 |
246
+ | No log | 6.8421 | 390 | 0.7384 | 0.75 | 0.7384 | 0.8593 |
247
+ | No log | 6.8772 | 392 | 0.7026 | 0.7550 | 0.7026 | 0.8382 |
248
+ | No log | 6.9123 | 394 | 0.6674 | 0.7692 | 0.6674 | 0.8169 |
249
+ | No log | 6.9474 | 396 | 0.6653 | 0.7910 | 0.6653 | 0.8156 |
250
+ | No log | 6.9825 | 398 | 0.7364 | 0.7650 | 0.7364 | 0.8581 |
251
+ | No log | 7.0175 | 400 | 0.8144 | 0.7568 | 0.8144 | 0.9025 |
252
+ | No log | 7.0526 | 402 | 0.7325 | 0.8065 | 0.7325 | 0.8558 |
253
+ | No log | 7.0877 | 404 | 0.6245 | 0.7933 | 0.6245 | 0.7902 |
254
+ | No log | 7.1228 | 406 | 0.6155 | 0.7882 | 0.6155 | 0.7845 |
255
+ | No log | 7.1579 | 408 | 0.6812 | 0.7977 | 0.6812 | 0.8254 |
256
+ | No log | 7.1930 | 410 | 0.7847 | 0.7543 | 0.7847 | 0.8859 |
257
+ | No log | 7.2281 | 412 | 0.8035 | 0.7356 | 0.8035 | 0.8964 |
258
+ | No log | 7.2632 | 414 | 0.7366 | 0.7797 | 0.7366 | 0.8582 |
259
+ | No log | 7.2982 | 416 | 0.6394 | 0.7904 | 0.6394 | 0.7997 |
260
+ | No log | 7.3333 | 418 | 0.6254 | 0.7712 | 0.6254 | 0.7908 |
261
+ | No log | 7.3684 | 420 | 0.6466 | 0.7792 | 0.6466 | 0.8041 |
262
+ | No log | 7.4035 | 422 | 0.6619 | 0.7712 | 0.6619 | 0.8136 |
263
+ | No log | 7.4386 | 424 | 0.7198 | 0.7738 | 0.7198 | 0.8484 |
264
+ | No log | 7.4737 | 426 | 0.7867 | 0.7586 | 0.7867 | 0.8870 |
265
+ | No log | 7.5088 | 428 | 0.7612 | 0.7442 | 0.7612 | 0.8725 |
266
+ | No log | 7.5439 | 430 | 0.6963 | 0.7816 | 0.6963 | 0.8344 |
267
+ | No log | 7.5789 | 432 | 0.6520 | 0.7595 | 0.6520 | 0.8075 |
268
+ | No log | 7.6140 | 434 | 0.6403 | 0.7763 | 0.6403 | 0.8002 |
269
+ | No log | 7.6491 | 436 | 0.6324 | 0.7763 | 0.6324 | 0.7952 |
270
+ | No log | 7.6842 | 438 | 0.6296 | 0.7871 | 0.6296 | 0.7935 |
271
+ | No log | 7.7193 | 440 | 0.6250 | 0.8 | 0.6250 | 0.7905 |
272
+ | No log | 7.7544 | 442 | 0.6229 | 0.7746 | 0.6229 | 0.7893 |
273
+ | No log | 7.7895 | 444 | 0.6506 | 0.7841 | 0.6506 | 0.8066 |
274
+ | No log | 7.8246 | 446 | 0.6614 | 0.7841 | 0.6614 | 0.8133 |
275
+ | No log | 7.8596 | 448 | 0.6847 | 0.7758 | 0.6847 | 0.8274 |
276
+ | No log | 7.8947 | 450 | 0.7196 | 0.7342 | 0.7196 | 0.8483 |
277
+ | No log | 7.9298 | 452 | 0.7389 | 0.7342 | 0.7389 | 0.8596 |
278
+ | No log | 7.9649 | 454 | 0.7664 | 0.7578 | 0.7664 | 0.8754 |
279
+ | No log | 8.0 | 456 | 0.7778 | 0.7625 | 0.7778 | 0.8819 |
280
+ | No log | 8.0351 | 458 | 0.7552 | 0.7578 | 0.7552 | 0.8690 |
281
+ | No log | 8.0702 | 460 | 0.7331 | 0.75 | 0.7331 | 0.8562 |
282
+ | No log | 8.1053 | 462 | 0.7103 | 0.75 | 0.7103 | 0.8428 |
283
+ | No log | 8.1404 | 464 | 0.6852 | 0.7305 | 0.6852 | 0.8278 |
284
+ | No log | 8.1754 | 466 | 0.7057 | 0.8066 | 0.7057 | 0.8401 |
285
+ | No log | 8.2105 | 468 | 0.7466 | 0.7892 | 0.7466 | 0.8641 |
286
+ | No log | 8.2456 | 470 | 0.8440 | 0.7869 | 0.8440 | 0.9187 |
287
+ | No log | 8.2807 | 472 | 0.7838 | 0.7869 | 0.7838 | 0.8853 |
288
+ | No log | 8.3158 | 474 | 0.7188 | 0.7841 | 0.7188 | 0.8478 |
289
+ | No log | 8.3509 | 476 | 0.7009 | 0.7532 | 0.7009 | 0.8372 |
290
+ | No log | 8.3860 | 478 | 0.7314 | 0.7432 | 0.7314 | 0.8552 |
291
+ | No log | 8.4211 | 480 | 0.7457 | 0.7397 | 0.7457 | 0.8635 |
292
+ | No log | 8.4561 | 482 | 0.7646 | 0.7682 | 0.7646 | 0.8744 |
293
+ | No log | 8.4912 | 484 | 0.7929 | 0.7742 | 0.7929 | 0.8905 |
294
+ | No log | 8.5263 | 486 | 0.7915 | 0.7654 | 0.7915 | 0.8896 |
295
+ | No log | 8.5614 | 488 | 0.7749 | 0.7778 | 0.7749 | 0.8803 |
296
+ | No log | 8.5965 | 490 | 0.7607 | 0.7925 | 0.7607 | 0.8722 |
297
+ | No log | 8.6316 | 492 | 0.7323 | 0.7792 | 0.7323 | 0.8557 |
298
+ | No log | 8.6667 | 494 | 0.7075 | 0.7895 | 0.7075 | 0.8411 |
299
+ | No log | 8.7018 | 496 | 0.6886 | 0.8025 | 0.6886 | 0.8298 |
300
+ | No log | 8.7368 | 498 | 0.6817 | 0.8025 | 0.6817 | 0.8256 |
301
+ | 0.3556 | 8.7719 | 500 | 0.6827 | 0.8025 | 0.6827 | 0.8263 |
302
+ | 0.3556 | 8.8070 | 502 | 0.6870 | 0.8025 | 0.6870 | 0.8289 |
303
+ | 0.3556 | 8.8421 | 504 | 0.7012 | 0.7898 | 0.7012 | 0.8374 |
304
+ | 0.3556 | 8.8772 | 506 | 0.7114 | 0.7848 | 0.7114 | 0.8435 |
305
+ | 0.3556 | 8.9123 | 508 | 0.7044 | 0.7848 | 0.7044 | 0.8393 |
306
+ | 0.3556 | 8.9474 | 510 | 0.6998 | 0.7673 | 0.6998 | 0.8366 |
307
 
308
 
309
  ### Framework versions