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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k1_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k20_task5_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_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k20_task5_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: 1.0239
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- - Qwk: 0.1951
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- - Mse: 1.0239
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- - Rmse: 1.0119
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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 | 0.0196 | 2 | 4.2821 | 0.0079 | 4.2821 | 2.0693 |
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- | No log | 0.0392 | 4 | 2.4968 | 0.0543 | 2.4968 | 1.5801 |
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- | No log | 0.0588 | 6 | 1.7054 | -0.0018 | 1.7054 | 1.3059 |
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- | No log | 0.0784 | 8 | 1.1373 | 0.2515 | 1.1373 | 1.0664 |
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- | No log | 0.0980 | 10 | 1.2523 | 0.0011 | 1.2523 | 1.1191 |
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- | No log | 0.1176 | 12 | 1.3792 | -0.0428 | 1.3792 | 1.1744 |
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- | No log | 0.1373 | 14 | 1.3811 | -0.0548 | 1.3811 | 1.1752 |
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- | No log | 0.1569 | 16 | 1.5603 | -0.0743 | 1.5603 | 1.2491 |
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- | No log | 0.1765 | 18 | 1.4793 | -0.0743 | 1.4793 | 1.2163 |
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- | No log | 0.1961 | 20 | 1.2598 | -0.0311 | 1.2598 | 1.1224 |
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- | No log | 0.2157 | 22 | 1.1584 | 0.1881 | 1.1584 | 1.0763 |
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- | No log | 0.2353 | 24 | 1.1273 | 0.1826 | 1.1273 | 1.0617 |
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- | No log | 0.2549 | 26 | 1.0525 | 0.2467 | 1.0525 | 1.0259 |
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- | No log | 0.2745 | 28 | 1.0446 | 0.2023 | 1.0446 | 1.0220 |
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- | No log | 0.2941 | 30 | 1.1492 | 0.1324 | 1.1492 | 1.0720 |
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- | No log | 0.3137 | 32 | 1.0030 | 0.2416 | 1.0030 | 1.0015 |
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- | No log | 0.3333 | 34 | 0.9832 | 0.3549 | 0.9832 | 0.9916 |
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- | No log | 0.3529 | 36 | 0.9614 | 0.4002 | 0.9614 | 0.9805 |
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- | No log | 0.3725 | 38 | 0.9009 | 0.3448 | 0.9009 | 0.9492 |
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- | No log | 0.3922 | 40 | 1.2227 | 0.2395 | 1.2227 | 1.1058 |
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- | No log | 0.4118 | 42 | 1.2504 | 0.2038 | 1.2504 | 1.1182 |
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- | No log | 0.4314 | 44 | 0.9177 | 0.3933 | 0.9177 | 0.9580 |
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- | No log | 0.4510 | 46 | 1.3788 | 0.3543 | 1.3788 | 1.1742 |
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- | No log | 0.4706 | 48 | 1.8917 | 0.1889 | 1.8917 | 1.3754 |
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- | No log | 0.4902 | 50 | 1.6280 | 0.2921 | 1.6280 | 1.2759 |
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- | No log | 0.5098 | 52 | 1.1316 | 0.2991 | 1.1316 | 1.0638 |
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- | No log | 0.5294 | 54 | 0.9586 | 0.4522 | 0.9586 | 0.9791 |
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- | No log | 0.5490 | 56 | 0.9551 | 0.2549 | 0.9551 | 0.9773 |
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- | No log | 0.5686 | 58 | 0.9365 | 0.3278 | 0.9365 | 0.9677 |
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- | No log | 0.5882 | 60 | 0.9504 | 0.4136 | 0.9504 | 0.9749 |
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- | No log | 0.6078 | 62 | 1.2522 | 0.2457 | 1.2522 | 1.1190 |
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- | No log | 0.6275 | 64 | 1.4552 | 0.2103 | 1.4552 | 1.2063 |
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- | No log | 0.6471 | 66 | 1.2670 | 0.3616 | 1.2670 | 1.1256 |
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- | No log | 0.6667 | 68 | 1.1042 | 0.3405 | 1.1042 | 1.0508 |
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- | No log | 0.6863 | 70 | 1.0147 | 0.2826 | 1.0147 | 1.0073 |
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- | No log | 0.7059 | 72 | 0.9395 | 0.3879 | 0.9395 | 0.9693 |
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- | No log | 0.7255 | 74 | 0.8810 | 0.4251 | 0.8810 | 0.9386 |
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- | No log | 0.7451 | 76 | 0.8574 | 0.4277 | 0.8574 | 0.9260 |
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- | No log | 0.7647 | 78 | 0.8716 | 0.4078 | 0.8716 | 0.9336 |
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- | No log | 0.7843 | 80 | 0.9465 | 0.3415 | 0.9465 | 0.9729 |
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- | No log | 0.8039 | 82 | 1.1232 | 0.3101 | 1.1232 | 1.0598 |
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- | No log | 0.8235 | 84 | 1.0863 | 0.3220 | 1.0863 | 1.0423 |
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- | No log | 0.8431 | 86 | 0.8406 | 0.3577 | 0.8406 | 0.9169 |
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- | No log | 0.8627 | 88 | 0.8113 | 0.4409 | 0.8113 | 0.9007 |
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- | No log | 0.8824 | 90 | 0.9661 | 0.3229 | 0.9661 | 0.9829 |
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- | No log | 0.9020 | 92 | 0.9064 | 0.3396 | 0.9064 | 0.9521 |
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- | No log | 0.9216 | 94 | 0.7896 | 0.4642 | 0.7896 | 0.8886 |
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- | No log | 0.9412 | 96 | 1.0308 | 0.3185 | 1.0308 | 1.0153 |
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- | No log | 0.9608 | 98 | 1.3470 | 0.3022 | 1.3470 | 1.1606 |
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- | No log | 0.9804 | 100 | 1.3495 | 0.2958 | 1.3495 | 1.1617 |
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- | No log | 1.0 | 102 | 1.1178 | 0.3295 | 1.1178 | 1.0573 |
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- | No log | 1.0196 | 104 | 0.8352 | 0.5610 | 0.8352 | 0.9139 |
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- | No log | 1.0392 | 106 | 0.7427 | 0.4391 | 0.7427 | 0.8618 |
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- | No log | 1.0588 | 108 | 0.7737 | 0.5082 | 0.7737 | 0.8796 |
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- | No log | 1.0784 | 110 | 0.7372 | 0.4658 | 0.7372 | 0.8586 |
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- | No log | 1.0980 | 112 | 0.7295 | 0.5117 | 0.7295 | 0.8541 |
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- | No log | 1.1176 | 114 | 0.9234 | 0.4987 | 0.9234 | 0.9609 |
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- | No log | 1.1373 | 116 | 1.1008 | 0.4140 | 1.1008 | 1.0492 |
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- | No log | 1.1569 | 118 | 1.0237 | 0.3624 | 1.0237 | 1.0118 |
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- | No log | 1.1765 | 120 | 0.8729 | 0.4800 | 0.8729 | 0.9343 |
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- | No log | 1.1961 | 122 | 0.7957 | 0.4608 | 0.7957 | 0.8920 |
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- | No log | 1.2157 | 124 | 0.7736 | 0.4608 | 0.7736 | 0.8795 |
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- | No log | 1.2353 | 126 | 0.8014 | 0.5123 | 0.8014 | 0.8952 |
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- | No log | 1.2549 | 128 | 0.7942 | 0.5123 | 0.7942 | 0.8912 |
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- | No log | 1.2745 | 130 | 0.7855 | 0.5123 | 0.7855 | 0.8863 |
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- | No log | 1.2941 | 132 | 0.8449 | 0.4697 | 0.8449 | 0.9192 |
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- | No log | 1.3137 | 134 | 0.8874 | 0.3453 | 0.8874 | 0.9420 |
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- | No log | 1.3333 | 136 | 0.8653 | 0.3883 | 0.8653 | 0.9302 |
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- | No log | 1.3529 | 138 | 0.8568 | 0.3883 | 0.8568 | 0.9256 |
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- | No log | 1.3725 | 140 | 0.8319 | 0.4300 | 0.8319 | 0.9121 |
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- | No log | 1.3922 | 142 | 0.8050 | 0.4574 | 0.8050 | 0.8972 |
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- | No log | 1.4118 | 144 | 0.8229 | 0.4681 | 0.8229 | 0.9072 |
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- | No log | 1.4314 | 146 | 0.8607 | 0.4404 | 0.8607 | 0.9277 |
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- | No log | 1.4510 | 148 | 0.8790 | 0.4404 | 0.8790 | 0.9376 |
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- | No log | 1.4706 | 150 | 0.9078 | 0.4265 | 0.9078 | 0.9528 |
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- | No log | 1.4902 | 152 | 0.8777 | 0.3863 | 0.8777 | 0.9369 |
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- | No log | 1.5098 | 154 | 0.8554 | 0.3863 | 0.8554 | 0.9249 |
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- | No log | 1.5294 | 156 | 0.8453 | 0.4404 | 0.8453 | 0.9194 |
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- | No log | 1.5490 | 158 | 0.9441 | 0.4885 | 0.9441 | 0.9716 |
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- | No log | 1.5686 | 160 | 0.9449 | 0.5078 | 0.9449 | 0.9720 |
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- | No log | 1.5882 | 162 | 0.7949 | 0.5134 | 0.7949 | 0.8916 |
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- | No log | 1.6078 | 164 | 0.7802 | 0.5253 | 0.7802 | 0.8833 |
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- | No log | 1.6275 | 166 | 0.8393 | 0.4787 | 0.8393 | 0.9161 |
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- | No log | 1.6471 | 168 | 0.7924 | 0.5509 | 0.7924 | 0.8902 |
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- | No log | 1.6667 | 170 | 0.7631 | 0.4267 | 0.7631 | 0.8736 |
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- | No log | 1.6863 | 172 | 0.8200 | 0.4038 | 0.8200 | 0.9055 |
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- | No log | 1.7059 | 174 | 0.8024 | 0.4143 | 0.8024 | 0.8958 |
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- | No log | 1.7255 | 176 | 0.7571 | 0.4124 | 0.7571 | 0.8701 |
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- | No log | 1.7451 | 178 | 0.7459 | 0.4903 | 0.7459 | 0.8637 |
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- | No log | 1.7647 | 180 | 0.7624 | 0.4198 | 0.7624 | 0.8732 |
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- | No log | 1.7843 | 182 | 0.7796 | 0.4606 | 0.7796 | 0.8830 |
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- | No log | 1.8039 | 184 | 0.7863 | 0.3902 | 0.7863 | 0.8867 |
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- | No log | 1.8235 | 186 | 0.7581 | 0.4606 | 0.7581 | 0.8707 |
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- | No log | 1.8431 | 188 | 0.7175 | 0.4391 | 0.7175 | 0.8471 |
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- | No log | 1.8627 | 190 | 0.6861 | 0.4503 | 0.6861 | 0.8283 |
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- | No log | 1.8824 | 192 | 0.6692 | 0.4416 | 0.6692 | 0.8181 |
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- | No log | 1.9020 | 194 | 0.6386 | 0.5758 | 0.6386 | 0.7991 |
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- | No log | 1.9216 | 196 | 0.6404 | 0.4794 | 0.6404 | 0.8002 |
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- | No log | 1.9412 | 198 | 0.6434 | 0.4422 | 0.6434 | 0.8021 |
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- | No log | 1.9608 | 200 | 0.6764 | 0.4186 | 0.6764 | 0.8224 |
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- | No log | 1.9804 | 202 | 0.7017 | 0.4054 | 0.7017 | 0.8377 |
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- | No log | 2.0 | 204 | 0.7397 | 0.4038 | 0.7397 | 0.8601 |
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- | No log | 2.0196 | 206 | 0.7107 | 0.4433 | 0.7107 | 0.8430 |
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- | No log | 2.0392 | 208 | 0.7232 | 0.4724 | 0.7232 | 0.8504 |
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- | No log | 2.0588 | 210 | 0.8160 | 0.4771 | 0.8160 | 0.9033 |
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- | No log | 2.0784 | 212 | 0.7856 | 0.4771 | 0.7856 | 0.8864 |
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- | No log | 2.0980 | 214 | 0.7010 | 0.4813 | 0.7010 | 0.8372 |
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- | No log | 2.1176 | 216 | 0.6708 | 0.4903 | 0.6708 | 0.8190 |
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- | No log | 2.1373 | 218 | 0.6698 | 0.5605 | 0.6698 | 0.8184 |
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- | No log | 2.1569 | 220 | 0.6663 | 0.5509 | 0.6663 | 0.8163 |
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- | No log | 2.1765 | 222 | 0.6611 | 0.5771 | 0.6611 | 0.8131 |
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- | No log | 2.1961 | 224 | 0.6549 | 0.5288 | 0.6549 | 0.8093 |
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- | No log | 2.2157 | 226 | 0.6551 | 0.5208 | 0.6551 | 0.8094 |
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- | No log | 2.2353 | 228 | 0.6757 | 0.5103 | 0.6757 | 0.8220 |
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- | No log | 2.2549 | 230 | 0.7199 | 0.4602 | 0.7199 | 0.8485 |
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- | No log | 2.2745 | 232 | 0.7185 | 0.4726 | 0.7185 | 0.8476 |
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- | No log | 2.2941 | 234 | 0.6726 | 0.5067 | 0.6726 | 0.8201 |
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- | No log | 2.3137 | 236 | 0.6853 | 0.5640 | 0.6853 | 0.8279 |
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- | No log | 2.3333 | 238 | 0.7693 | 0.5579 | 0.7693 | 0.8771 |
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- | No log | 2.3529 | 240 | 0.7670 | 0.5598 | 0.7670 | 0.8758 |
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- | No log | 2.3725 | 242 | 0.7339 | 0.5244 | 0.7339 | 0.8567 |
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- | No log | 2.3922 | 244 | 0.7896 | 0.4143 | 0.7896 | 0.8886 |
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- | No log | 2.4118 | 246 | 0.7923 | 0.4275 | 0.7923 | 0.8901 |
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- | No log | 2.4314 | 248 | 0.7561 | 0.5019 | 0.7561 | 0.8695 |
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- | No log | 2.4510 | 250 | 0.7731 | 0.4009 | 0.7731 | 0.8792 |
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- | No log | 2.4706 | 252 | 0.8671 | 0.5014 | 0.8671 | 0.9312 |
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- | No log | 2.4902 | 254 | 0.8950 | 0.4397 | 0.8950 | 0.9461 |
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- | No log | 2.5098 | 256 | 0.8284 | 0.4283 | 0.8284 | 0.9102 |
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- | No log | 2.5294 | 258 | 0.7933 | 0.4819 | 0.7933 | 0.8907 |
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- | No log | 2.5490 | 260 | 0.7524 | 0.5093 | 0.7524 | 0.8674 |
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- | No log | 2.5686 | 262 | 0.7630 | 0.5051 | 0.7630 | 0.8735 |
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- | No log | 2.5882 | 264 | 0.7771 | 0.5051 | 0.7771 | 0.8816 |
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- | No log | 2.6078 | 266 | 0.7654 | 0.4815 | 0.7654 | 0.8749 |
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- | No log | 2.6275 | 268 | 0.7621 | 0.5093 | 0.7621 | 0.8730 |
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- | No log | 2.6471 | 270 | 0.7314 | 0.5463 | 0.7314 | 0.8552 |
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- | No log | 2.6667 | 272 | 0.6931 | 0.5273 | 0.6931 | 0.8325 |
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- | No log | 2.6863 | 274 | 0.6994 | 0.6167 | 0.6994 | 0.8363 |
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- | No log | 2.7059 | 276 | 0.7370 | 0.5707 | 0.7370 | 0.8585 |
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- | No log | 2.7255 | 278 | 0.7205 | 0.5709 | 0.7205 | 0.8488 |
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- | No log | 2.7451 | 280 | 0.7258 | 0.5113 | 0.7258 | 0.8519 |
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- | No log | 2.7647 | 282 | 0.7274 | 0.5245 | 0.7274 | 0.8529 |
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- | No log | 2.7843 | 284 | 0.7044 | 0.5391 | 0.7044 | 0.8393 |
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- | No log | 2.8039 | 286 | 0.6914 | 0.4035 | 0.6914 | 0.8315 |
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- | No log | 2.8235 | 288 | 0.7647 | 0.4484 | 0.7647 | 0.8744 |
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- | No log | 2.8431 | 290 | 0.8021 | 0.5027 | 0.8021 | 0.8956 |
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- | No log | 2.8627 | 292 | 0.7749 | 0.5019 | 0.7749 | 0.8803 |
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- | No log | 2.8824 | 294 | 0.7324 | 0.4769 | 0.7324 | 0.8558 |
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- | No log | 2.9020 | 296 | 0.6821 | 0.4692 | 0.6821 | 0.8259 |
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- | No log | 2.9216 | 298 | 0.6830 | 0.5721 | 0.6830 | 0.8264 |
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- | No log | 2.9412 | 300 | 0.7206 | 0.5559 | 0.7206 | 0.8489 |
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- | No log | 2.9608 | 302 | 0.7080 | 0.4373 | 0.7080 | 0.8414 |
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- | No log | 2.9804 | 304 | 0.7858 | 0.4217 | 0.7858 | 0.8865 |
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- | No log | 3.0 | 306 | 1.0795 | 0.3519 | 1.0795 | 1.0390 |
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- | No log | 3.0196 | 308 | 1.2764 | 0.2354 | 1.2764 | 1.1298 |
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- | No log | 3.0392 | 310 | 1.1874 | 0.2472 | 1.1874 | 1.0897 |
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- | No log | 3.0588 | 312 | 0.9276 | 0.4256 | 0.9276 | 0.9631 |
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- | No log | 3.0784 | 314 | 0.6973 | 0.4285 | 0.6973 | 0.8351 |
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- | No log | 3.0980 | 316 | 0.6850 | 0.4887 | 0.6850 | 0.8276 |
210
- | No log | 3.1176 | 318 | 0.6795 | 0.5627 | 0.6795 | 0.8243 |
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- | No log | 3.1373 | 320 | 0.6703 | 0.4797 | 0.6703 | 0.8187 |
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- | No log | 3.1569 | 322 | 0.7107 | 0.4444 | 0.7107 | 0.8430 |
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- | No log | 3.1765 | 324 | 0.7412 | 0.4604 | 0.7412 | 0.8609 |
214
- | No log | 3.1961 | 326 | 0.7294 | 0.4321 | 0.7294 | 0.8541 |
215
- | No log | 3.2157 | 328 | 0.7153 | 0.4038 | 0.7153 | 0.8457 |
216
- | No log | 3.2353 | 330 | 0.7240 | 0.4019 | 0.7240 | 0.8509 |
217
- | No log | 3.2549 | 332 | 0.7512 | 0.4 | 0.7512 | 0.8667 |
218
- | No log | 3.2745 | 334 | 0.7641 | 0.3730 | 0.7641 | 0.8741 |
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- | No log | 3.2941 | 336 | 0.7799 | 0.4041 | 0.7799 | 0.8831 |
220
- | No log | 3.3137 | 338 | 0.8152 | 0.3811 | 0.8152 | 0.9029 |
221
- | No log | 3.3333 | 340 | 0.7548 | 0.4339 | 0.7548 | 0.8688 |
222
- | No log | 3.3529 | 342 | 0.6685 | 0.4444 | 0.6685 | 0.8176 |
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- | No log | 3.3725 | 344 | 0.6536 | 0.5391 | 0.6536 | 0.8084 |
224
- | No log | 3.3922 | 346 | 0.6953 | 0.6188 | 0.6953 | 0.8339 |
225
- | No log | 3.4118 | 348 | 0.7388 | 0.5610 | 0.7388 | 0.8595 |
226
- | No log | 3.4314 | 350 | 0.7196 | 0.5192 | 0.7196 | 0.8483 |
227
- | No log | 3.4510 | 352 | 0.7159 | 0.5108 | 0.7159 | 0.8461 |
228
- | No log | 3.4706 | 354 | 0.6804 | 0.4493 | 0.6804 | 0.8249 |
229
- | No log | 3.4902 | 356 | 0.6839 | 0.4658 | 0.6839 | 0.8270 |
230
- | No log | 3.5098 | 358 | 0.6700 | 0.4658 | 0.6700 | 0.8185 |
231
- | No log | 3.5294 | 360 | 0.6529 | 0.5469 | 0.6529 | 0.8080 |
232
- | No log | 3.5490 | 362 | 0.6380 | 0.5469 | 0.6380 | 0.7987 |
233
- | No log | 3.5686 | 364 | 0.6423 | 0.5932 | 0.6423 | 0.8015 |
234
- | No log | 3.5882 | 366 | 0.6638 | 0.5585 | 0.6638 | 0.8148 |
235
- | No log | 3.6078 | 368 | 0.6824 | 0.5067 | 0.6824 | 0.8261 |
236
- | No log | 3.6275 | 370 | 0.7695 | 0.4726 | 0.7695 | 0.8772 |
237
- | No log | 3.6471 | 372 | 0.8176 | 0.4217 | 0.8176 | 0.9042 |
238
- | No log | 3.6667 | 374 | 0.7425 | 0.5103 | 0.7425 | 0.8617 |
239
- | No log | 3.6863 | 376 | 0.6617 | 0.5549 | 0.6617 | 0.8134 |
240
- | No log | 3.7059 | 378 | 0.6582 | 0.5912 | 0.6582 | 0.8113 |
241
- | No log | 3.7255 | 380 | 0.6399 | 0.6112 | 0.6399 | 0.7999 |
242
- | No log | 3.7451 | 382 | 0.6251 | 0.5679 | 0.6251 | 0.7906 |
243
- | No log | 3.7647 | 384 | 0.7408 | 0.5019 | 0.7408 | 0.8607 |
244
- | No log | 3.7843 | 386 | 0.9449 | 0.4246 | 0.9449 | 0.9721 |
245
- | No log | 3.8039 | 388 | 0.9264 | 0.4230 | 0.9264 | 0.9625 |
246
- | No log | 3.8235 | 390 | 0.7713 | 0.4755 | 0.7713 | 0.8782 |
247
- | No log | 3.8431 | 392 | 0.6509 | 0.5549 | 0.6509 | 0.8068 |
248
- | No log | 3.8627 | 394 | 0.6812 | 0.6032 | 0.6812 | 0.8254 |
249
- | No log | 3.8824 | 396 | 0.7133 | 0.5552 | 0.7133 | 0.8445 |
250
- | No log | 3.9020 | 398 | 0.6913 | 0.5627 | 0.6913 | 0.8314 |
251
- | No log | 3.9216 | 400 | 0.6770 | 0.5082 | 0.6770 | 0.8228 |
252
- | No log | 3.9412 | 402 | 0.6823 | 0.5118 | 0.6823 | 0.8260 |
253
- | No log | 3.9608 | 404 | 0.7429 | 0.4784 | 0.7429 | 0.8619 |
254
- | No log | 3.9804 | 406 | 0.7808 | 0.5045 | 0.7808 | 0.8836 |
255
- | No log | 4.0 | 408 | 0.7385 | 0.5033 | 0.7385 | 0.8593 |
256
- | No log | 4.0196 | 410 | 0.6955 | 0.5131 | 0.6955 | 0.8340 |
257
- | No log | 4.0392 | 412 | 0.6899 | 0.5131 | 0.6899 | 0.8306 |
258
- | No log | 4.0588 | 414 | 0.6895 | 0.5243 | 0.6895 | 0.8304 |
259
- | No log | 4.0784 | 416 | 0.6659 | 0.4998 | 0.6659 | 0.8160 |
260
- | No log | 4.0980 | 418 | 0.6552 | 0.5359 | 0.6552 | 0.8094 |
261
- | No log | 4.1176 | 420 | 0.6684 | 0.5359 | 0.6684 | 0.8175 |
262
- | No log | 4.1373 | 422 | 0.6845 | 0.4990 | 0.6845 | 0.8273 |
263
- | No log | 4.1569 | 424 | 0.6766 | 0.4998 | 0.6766 | 0.8225 |
264
- | No log | 4.1765 | 426 | 0.6460 | 0.5359 | 0.6460 | 0.8037 |
265
- | No log | 4.1961 | 428 | 0.6289 | 0.5185 | 0.6289 | 0.7930 |
266
- | No log | 4.2157 | 430 | 0.6335 | 0.5212 | 0.6335 | 0.7959 |
267
- | No log | 4.2353 | 432 | 0.6469 | 0.5243 | 0.6469 | 0.8043 |
268
- | No log | 4.2549 | 434 | 0.7813 | 0.5148 | 0.7813 | 0.8839 |
269
- | No log | 4.2745 | 436 | 0.8211 | 0.5387 | 0.8211 | 0.9062 |
270
- | No log | 4.2941 | 438 | 0.8183 | 0.5387 | 0.8183 | 0.9046 |
271
- | No log | 4.3137 | 440 | 0.6783 | 0.5243 | 0.6783 | 0.8236 |
272
- | No log | 4.3333 | 442 | 0.6654 | 0.5467 | 0.6654 | 0.8157 |
273
- | No log | 4.3529 | 444 | 0.7077 | 0.5346 | 0.7077 | 0.8412 |
274
- | No log | 4.3725 | 446 | 0.7162 | 0.4767 | 0.7162 | 0.8463 |
275
- | No log | 4.3922 | 448 | 0.7674 | 0.4041 | 0.7674 | 0.8760 |
276
- | No log | 4.4118 | 450 | 0.8452 | 0.4686 | 0.8452 | 0.9193 |
277
- | No log | 4.4314 | 452 | 0.8673 | 0.4701 | 0.8673 | 0.9313 |
278
- | No log | 4.4510 | 454 | 0.7716 | 0.5148 | 0.7716 | 0.8784 |
279
- | No log | 4.4706 | 456 | 0.6402 | 0.5108 | 0.6402 | 0.8001 |
280
- | No log | 4.4902 | 458 | 0.6406 | 0.6102 | 0.6406 | 0.8004 |
281
- | No log | 4.5098 | 460 | 0.6672 | 0.6468 | 0.6672 | 0.8168 |
282
- | No log | 4.5294 | 462 | 0.6181 | 0.6167 | 0.6181 | 0.7862 |
283
- | No log | 4.5490 | 464 | 0.6241 | 0.5879 | 0.6241 | 0.7900 |
284
- | No log | 4.5686 | 466 | 0.6806 | 0.5794 | 0.6806 | 0.8250 |
285
- | No log | 4.5882 | 468 | 0.7098 | 0.4755 | 0.7098 | 0.8425 |
286
- | No log | 4.6078 | 470 | 0.7035 | 0.5118 | 0.7035 | 0.8387 |
287
- | No log | 4.6275 | 472 | 0.6811 | 0.5082 | 0.6811 | 0.8253 |
288
- | No log | 4.6471 | 474 | 0.7085 | 0.5472 | 0.7085 | 0.8417 |
289
- | No log | 4.6667 | 476 | 0.7784 | 0.5470 | 0.7784 | 0.8823 |
290
- | No log | 4.6863 | 478 | 0.7365 | 0.5833 | 0.7365 | 0.8582 |
291
- | No log | 4.7059 | 480 | 0.6936 | 0.5168 | 0.6936 | 0.8328 |
292
- | No log | 4.7255 | 482 | 0.7786 | 0.4505 | 0.7786 | 0.8824 |
293
- | No log | 4.7451 | 484 | 0.7979 | 0.4526 | 0.7979 | 0.8932 |
294
- | No log | 4.7647 | 486 | 0.7889 | 0.4526 | 0.7889 | 0.8882 |
295
- | No log | 4.7843 | 488 | 0.7067 | 0.5419 | 0.7067 | 0.8407 |
296
- | No log | 4.8039 | 490 | 0.6984 | 0.5516 | 0.6984 | 0.8357 |
297
- | No log | 4.8235 | 492 | 0.7007 | 0.5516 | 0.7007 | 0.8371 |
298
- | No log | 4.8431 | 494 | 0.7066 | 0.5419 | 0.7066 | 0.8406 |
299
- | No log | 4.8627 | 496 | 0.7262 | 0.5063 | 0.7262 | 0.8522 |
300
- | No log | 4.8824 | 498 | 0.7279 | 0.5063 | 0.7279 | 0.8532 |
301
- | 0.2578 | 4.9020 | 500 | 0.7196 | 0.5153 | 0.7196 | 0.8483 |
302
- | 0.2578 | 4.9216 | 502 | 0.7408 | 0.4781 | 0.7408 | 0.8607 |
303
- | 0.2578 | 4.9412 | 504 | 0.8056 | 0.4303 | 0.8056 | 0.8976 |
304
- | 0.2578 | 4.9608 | 506 | 0.9371 | 0.3791 | 0.9371 | 0.9680 |
305
- | 0.2578 | 4.9804 | 508 | 1.0167 | 0.2707 | 1.0167 | 1.0083 |
306
- | 0.2578 | 5.0 | 510 | 1.0239 | 0.1951 | 1.0239 | 1.0119 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k1_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k1_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.4163
19
+ - Qwk: 0.5267
20
+ - Mse: 0.4163
21
+ - Rmse: 0.6452
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.2857 | 2 | 2.5847 | -0.0545 | 2.5847 | 1.6077 |
53
+ | No log | 0.5714 | 4 | 1.1679 | 0.0993 | 1.1679 | 1.0807 |
54
+ | No log | 0.8571 | 6 | 0.7084 | 0.0893 | 0.7084 | 0.8417 |
55
+ | No log | 1.1429 | 8 | 0.8818 | 0.2651 | 0.8818 | 0.9391 |
56
+ | No log | 1.4286 | 10 | 0.8770 | 0.2552 | 0.8770 | 0.9365 |
57
+ | No log | 1.7143 | 12 | 0.7326 | 0.2871 | 0.7326 | 0.8559 |
58
+ | No log | 2.0 | 14 | 0.6137 | 0.3197 | 0.6137 | 0.7834 |
59
+ | No log | 2.2857 | 16 | 0.5657 | 0.4161 | 0.5657 | 0.7521 |
60
+ | No log | 2.5714 | 18 | 0.5944 | 0.3416 | 0.5944 | 0.7710 |
61
+ | No log | 2.8571 | 20 | 0.5174 | 0.4561 | 0.5174 | 0.7193 |
62
+ | No log | 3.1429 | 22 | 0.5026 | 0.4354 | 0.5026 | 0.7090 |
63
+ | No log | 3.4286 | 24 | 0.4933 | 0.4444 | 0.4933 | 0.7023 |
64
+ | No log | 3.7143 | 26 | 0.5254 | 0.4370 | 0.5254 | 0.7249 |
65
+ | No log | 4.0 | 28 | 0.5601 | 0.4330 | 0.5601 | 0.7484 |
66
+ | No log | 4.2857 | 30 | 0.4951 | 0.5466 | 0.4951 | 0.7037 |
67
+ | No log | 4.5714 | 32 | 0.4624 | 0.5373 | 0.4624 | 0.6800 |
68
+ | No log | 4.8571 | 34 | 0.4230 | 0.6295 | 0.4230 | 0.6504 |
69
+ | No log | 5.1429 | 36 | 0.4533 | 0.5868 | 0.4533 | 0.6733 |
70
+ | No log | 5.4286 | 38 | 0.3891 | 0.6458 | 0.3891 | 0.6238 |
71
+ | No log | 5.7143 | 40 | 0.4106 | 0.6184 | 0.4106 | 0.6408 |
72
+ | No log | 6.0 | 42 | 0.5541 | 0.6587 | 0.5541 | 0.7444 |
73
+ | No log | 6.2857 | 44 | 0.5450 | 0.6263 | 0.5450 | 0.7383 |
74
+ | No log | 6.5714 | 46 | 0.4511 | 0.5798 | 0.4511 | 0.6717 |
75
+ | No log | 6.8571 | 48 | 0.5396 | 0.6765 | 0.5396 | 0.7346 |
76
+ | No log | 7.1429 | 50 | 0.3981 | 0.7123 | 0.3981 | 0.6309 |
77
+ | No log | 7.4286 | 52 | 0.5540 | 0.5657 | 0.5540 | 0.7443 |
78
+ | No log | 7.7143 | 54 | 1.0452 | 0.2990 | 1.0452 | 1.0223 |
79
+ | No log | 8.0 | 56 | 1.0185 | 0.3290 | 1.0185 | 1.0092 |
80
+ | No log | 8.2857 | 58 | 0.5688 | 0.5017 | 0.5688 | 0.7542 |
81
+ | No log | 8.5714 | 60 | 0.4385 | 0.6313 | 0.4385 | 0.6622 |
82
+ | No log | 8.8571 | 62 | 0.5364 | 0.5722 | 0.5364 | 0.7324 |
83
+ | No log | 9.1429 | 64 | 0.4873 | 0.6670 | 0.4873 | 0.6981 |
84
+ | No log | 9.4286 | 66 | 0.4862 | 0.5339 | 0.4862 | 0.6972 |
85
+ | No log | 9.7143 | 68 | 0.6790 | 0.4921 | 0.6790 | 0.8240 |
86
+ | No log | 10.0 | 70 | 0.6722 | 0.5160 | 0.6722 | 0.8199 |
87
+ | No log | 10.2857 | 72 | 0.5552 | 0.5498 | 0.5552 | 0.7451 |
88
+ | No log | 10.5714 | 74 | 0.4779 | 0.6010 | 0.4779 | 0.6913 |
89
+ | No log | 10.8571 | 76 | 0.4970 | 0.5817 | 0.4970 | 0.7050 |
90
+ | No log | 11.1429 | 78 | 0.4601 | 0.6076 | 0.4601 | 0.6783 |
91
+ | No log | 11.4286 | 80 | 0.5461 | 0.5672 | 0.5461 | 0.7390 |
92
+ | No log | 11.7143 | 82 | 0.6890 | 0.4667 | 0.6890 | 0.8301 |
93
+ | No log | 12.0 | 84 | 0.5512 | 0.5315 | 0.5512 | 0.7424 |
94
+ | No log | 12.2857 | 86 | 0.4524 | 0.5633 | 0.4524 | 0.6726 |
95
+ | No log | 12.5714 | 88 | 0.5360 | 0.5481 | 0.5360 | 0.7321 |
96
+ | No log | 12.8571 | 90 | 0.6668 | 0.5243 | 0.6668 | 0.8166 |
97
+ | No log | 13.1429 | 92 | 0.4830 | 0.5570 | 0.4830 | 0.6950 |
98
+ | No log | 13.4286 | 94 | 0.4624 | 0.5339 | 0.4624 | 0.6800 |
99
+ | No log | 13.7143 | 96 | 0.5056 | 0.5470 | 0.5056 | 0.7110 |
100
+ | No log | 14.0 | 98 | 0.4221 | 0.5475 | 0.4221 | 0.6497 |
101
+ | No log | 14.2857 | 100 | 0.4074 | 0.6596 | 0.4074 | 0.6383 |
102
+ | No log | 14.5714 | 102 | 0.4089 | 0.6596 | 0.4089 | 0.6395 |
103
+ | No log | 14.8571 | 104 | 0.4013 | 0.6060 | 0.4013 | 0.6335 |
104
+ | No log | 15.1429 | 106 | 0.4072 | 0.5722 | 0.4072 | 0.6381 |
105
+ | No log | 15.4286 | 108 | 0.4069 | 0.5479 | 0.4069 | 0.6379 |
106
+ | No log | 15.7143 | 110 | 0.3896 | 0.6201 | 0.3896 | 0.6242 |
107
+ | No log | 16.0 | 112 | 0.4330 | 0.6388 | 0.4330 | 0.6580 |
108
+ | No log | 16.2857 | 114 | 0.4085 | 0.6490 | 0.4085 | 0.6392 |
109
+ | No log | 16.5714 | 116 | 0.4058 | 0.6278 | 0.4058 | 0.6370 |
110
+ | No log | 16.8571 | 118 | 0.4000 | 0.6490 | 0.4000 | 0.6325 |
111
+ | No log | 17.1429 | 120 | 0.3925 | 0.5539 | 0.3925 | 0.6265 |
112
+ | No log | 17.4286 | 122 | 0.3918 | 0.5782 | 0.3918 | 0.6259 |
113
+ | No log | 17.7143 | 124 | 0.3939 | 0.6503 | 0.3939 | 0.6276 |
114
+ | No log | 18.0 | 126 | 0.4008 | 0.5853 | 0.4008 | 0.6331 |
115
+ | No log | 18.2857 | 128 | 0.4045 | 0.6701 | 0.4045 | 0.6360 |
116
+ | No log | 18.5714 | 130 | 0.4060 | 0.6142 | 0.4060 | 0.6371 |
117
+ | No log | 18.8571 | 132 | 0.4484 | 0.6169 | 0.4484 | 0.6696 |
118
+ | No log | 19.1429 | 134 | 0.4426 | 0.6169 | 0.4426 | 0.6653 |
119
+ | No log | 19.4286 | 136 | 0.4139 | 0.6678 | 0.4139 | 0.6433 |
120
+ | No log | 19.7143 | 138 | 0.3923 | 0.6643 | 0.3923 | 0.6263 |
121
+ | No log | 20.0 | 140 | 0.3947 | 0.6747 | 0.3947 | 0.6283 |
122
+ | No log | 20.2857 | 142 | 0.4032 | 0.6854 | 0.4032 | 0.6349 |
123
+ | No log | 20.5714 | 144 | 0.3916 | 0.6542 | 0.3916 | 0.6258 |
124
+ | No log | 20.8571 | 146 | 0.3908 | 0.6627 | 0.3908 | 0.6252 |
125
+ | No log | 21.1429 | 148 | 0.4166 | 0.7052 | 0.4166 | 0.6455 |
126
+ | No log | 21.4286 | 150 | 0.4734 | 0.5567 | 0.4734 | 0.6880 |
127
+ | No log | 21.7143 | 152 | 0.5077 | 0.6088 | 0.5077 | 0.7126 |
128
+ | No log | 22.0 | 154 | 0.4498 | 0.6287 | 0.4498 | 0.6707 |
129
+ | No log | 22.2857 | 156 | 0.4239 | 0.6968 | 0.4239 | 0.6511 |
130
+ | No log | 22.5714 | 158 | 0.4240 | 0.6975 | 0.4240 | 0.6511 |
131
+ | No log | 22.8571 | 160 | 0.4161 | 0.6643 | 0.4161 | 0.6451 |
132
+ | No log | 23.1429 | 162 | 0.4205 | 0.5698 | 0.4205 | 0.6485 |
133
+ | No log | 23.4286 | 164 | 0.4184 | 0.6229 | 0.4184 | 0.6468 |
134
+ | No log | 23.7143 | 166 | 0.4235 | 0.5698 | 0.4235 | 0.6508 |
135
+ | No log | 24.0 | 168 | 0.4586 | 0.5124 | 0.4586 | 0.6772 |
136
+ | No log | 24.2857 | 170 | 0.4622 | 0.4881 | 0.4622 | 0.6799 |
137
+ | No log | 24.5714 | 172 | 0.4639 | 0.5527 | 0.4639 | 0.6811 |
138
+ | No log | 24.8571 | 174 | 0.4502 | 0.5649 | 0.4502 | 0.6709 |
139
+ | No log | 25.1429 | 176 | 0.4411 | 0.5974 | 0.4411 | 0.6641 |
140
+ | No log | 25.4286 | 178 | 0.4654 | 0.6305 | 0.4654 | 0.6822 |
141
+ | No log | 25.7143 | 180 | 0.4581 | 0.6296 | 0.4581 | 0.6769 |
142
+ | No log | 26.0 | 182 | 0.4324 | 0.5926 | 0.4324 | 0.6576 |
143
+ | No log | 26.2857 | 184 | 0.4312 | 0.5656 | 0.4312 | 0.6567 |
144
+ | No log | 26.5714 | 186 | 0.4436 | 0.5831 | 0.4436 | 0.6660 |
145
+ | No log | 26.8571 | 188 | 0.4371 | 0.5731 | 0.4371 | 0.6611 |
146
+ | No log | 27.1429 | 190 | 0.4254 | 0.5860 | 0.4254 | 0.6522 |
147
+ | No log | 27.4286 | 192 | 0.4413 | 0.6201 | 0.4413 | 0.6643 |
148
+ | No log | 27.7143 | 194 | 0.4523 | 0.6495 | 0.4523 | 0.6725 |
149
+ | No log | 28.0 | 196 | 0.4151 | 0.6983 | 0.4151 | 0.6443 |
150
+ | No log | 28.2857 | 198 | 0.3907 | 0.6828 | 0.3907 | 0.6251 |
151
+ | No log | 28.5714 | 200 | 0.4017 | 0.6183 | 0.4017 | 0.6338 |
152
+ | No log | 28.8571 | 202 | 0.3992 | 0.6183 | 0.3992 | 0.6319 |
153
+ | No log | 29.1429 | 204 | 0.3900 | 0.7095 | 0.3900 | 0.6245 |
154
+ | No log | 29.4286 | 206 | 0.3955 | 0.7073 | 0.3955 | 0.6289 |
155
+ | No log | 29.7143 | 208 | 0.3990 | 0.6479 | 0.3990 | 0.6317 |
156
+ | No log | 30.0 | 210 | 0.4296 | 0.6127 | 0.4296 | 0.6555 |
157
+ | No log | 30.2857 | 212 | 0.4053 | 0.6292 | 0.4053 | 0.6366 |
158
+ | No log | 30.5714 | 214 | 0.3996 | 0.7073 | 0.3996 | 0.6322 |
159
+ | No log | 30.8571 | 216 | 0.4009 | 0.7073 | 0.4009 | 0.6331 |
160
+ | No log | 31.1429 | 218 | 0.3906 | 0.7003 | 0.3906 | 0.6250 |
161
+ | No log | 31.4286 | 220 | 0.4075 | 0.6402 | 0.4075 | 0.6384 |
162
+ | No log | 31.7143 | 222 | 0.4055 | 0.6407 | 0.4055 | 0.6368 |
163
+ | No log | 32.0 | 224 | 0.3925 | 0.6750 | 0.3925 | 0.6265 |
164
+ | No log | 32.2857 | 226 | 0.4021 | 0.6720 | 0.4021 | 0.6341 |
165
+ | No log | 32.5714 | 228 | 0.4088 | 0.6890 | 0.4088 | 0.6394 |
166
+ | No log | 32.8571 | 230 | 0.4200 | 0.6371 | 0.4200 | 0.6481 |
167
+ | No log | 33.1429 | 232 | 0.4313 | 0.6046 | 0.4313 | 0.6568 |
168
+ | No log | 33.4286 | 234 | 0.4369 | 0.6145 | 0.4369 | 0.6610 |
169
+ | No log | 33.7143 | 236 | 0.4467 | 0.6687 | 0.4467 | 0.6684 |
170
+ | No log | 34.0 | 238 | 0.4332 | 0.6973 | 0.4332 | 0.6582 |
171
+ | No log | 34.2857 | 240 | 0.4293 | 0.5649 | 0.4293 | 0.6552 |
172
+ | No log | 34.5714 | 242 | 0.4686 | 0.5528 | 0.4686 | 0.6845 |
173
+ | No log | 34.8571 | 244 | 0.4966 | 0.5808 | 0.4966 | 0.7047 |
174
+ | No log | 35.1429 | 246 | 0.4907 | 0.5883 | 0.4907 | 0.7005 |
175
+ | No log | 35.4286 | 248 | 0.4640 | 0.5672 | 0.4640 | 0.6812 |
176
+ | No log | 35.7143 | 250 | 0.4102 | 0.6395 | 0.4102 | 0.6405 |
177
+ | No log | 36.0 | 252 | 0.3968 | 0.6645 | 0.3968 | 0.6299 |
178
+ | No log | 36.2857 | 254 | 0.3963 | 0.6464 | 0.3963 | 0.6296 |
179
+ | No log | 36.5714 | 256 | 0.4017 | 0.6282 | 0.4017 | 0.6338 |
180
+ | No log | 36.8571 | 258 | 0.3942 | 0.6154 | 0.3942 | 0.6279 |
181
+ | No log | 37.1429 | 260 | 0.3802 | 0.7227 | 0.3802 | 0.6166 |
182
+ | No log | 37.4286 | 262 | 0.3829 | 0.7085 | 0.3829 | 0.6188 |
183
+ | No log | 37.7143 | 264 | 0.3833 | 0.7238 | 0.3833 | 0.6191 |
184
+ | No log | 38.0 | 266 | 0.3820 | 0.7588 | 0.3820 | 0.6180 |
185
+ | No log | 38.2857 | 268 | 0.4355 | 0.5908 | 0.4355 | 0.6600 |
186
+ | No log | 38.5714 | 270 | 0.4503 | 0.5908 | 0.4503 | 0.6710 |
187
+ | No log | 38.8571 | 272 | 0.4037 | 0.6771 | 0.4037 | 0.6354 |
188
+ | No log | 39.1429 | 274 | 0.3847 | 0.6542 | 0.3847 | 0.6202 |
189
+ | No log | 39.4286 | 276 | 0.4026 | 0.6264 | 0.4026 | 0.6345 |
190
+ | No log | 39.7143 | 278 | 0.4247 | 0.6156 | 0.4247 | 0.6517 |
191
+ | No log | 40.0 | 280 | 0.4182 | 0.6264 | 0.4182 | 0.6467 |
192
+ | No log | 40.2857 | 282 | 0.4135 | 0.6374 | 0.4135 | 0.6430 |
193
+ | No log | 40.5714 | 284 | 0.4195 | 0.5305 | 0.4195 | 0.6477 |
194
+ | No log | 40.8571 | 286 | 0.4320 | 0.5065 | 0.4320 | 0.6573 |
195
+ | No log | 41.1429 | 288 | 0.4285 | 0.5065 | 0.4285 | 0.6546 |
196
+ | No log | 41.4286 | 290 | 0.4202 | 0.5539 | 0.4202 | 0.6482 |
197
+ | No log | 41.7143 | 292 | 0.4184 | 0.5846 | 0.4184 | 0.6469 |
198
+ | No log | 42.0 | 294 | 0.4239 | 0.5580 | 0.4239 | 0.6511 |
199
+ | No log | 42.2857 | 296 | 0.4373 | 0.5266 | 0.4373 | 0.6613 |
200
+ | No log | 42.5714 | 298 | 0.4366 | 0.5195 | 0.4366 | 0.6608 |
201
+ | No log | 42.8571 | 300 | 0.4208 | 0.6184 | 0.4208 | 0.6487 |
202
+ | No log | 43.1429 | 302 | 0.4088 | 0.6634 | 0.4088 | 0.6394 |
203
+ | No log | 43.4286 | 304 | 0.4047 | 0.6344 | 0.4047 | 0.6362 |
204
+ | No log | 43.7143 | 306 | 0.4030 | 0.6555 | 0.4030 | 0.6348 |
205
+ | No log | 44.0 | 308 | 0.4029 | 0.7266 | 0.4029 | 0.6348 |
206
+ | No log | 44.2857 | 310 | 0.4053 | 0.7154 | 0.4053 | 0.6366 |
207
+ | No log | 44.5714 | 312 | 0.3944 | 0.6724 | 0.3944 | 0.6280 |
208
+ | No log | 44.8571 | 314 | 0.3886 | 0.6555 | 0.3886 | 0.6234 |
209
+ | No log | 45.1429 | 316 | 0.4266 | 0.5569 | 0.4266 | 0.6531 |
210
+ | No log | 45.4286 | 318 | 0.4584 | 0.5983 | 0.4584 | 0.6771 |
211
+ | No log | 45.7143 | 320 | 0.4464 | 0.5779 | 0.4464 | 0.6681 |
212
+ | No log | 46.0 | 322 | 0.4085 | 0.6282 | 0.4085 | 0.6392 |
213
+ | No log | 46.2857 | 324 | 0.3959 | 0.6648 | 0.3959 | 0.6292 |
214
+ | No log | 46.5714 | 326 | 0.3991 | 0.6648 | 0.3991 | 0.6317 |
215
+ | No log | 46.8571 | 328 | 0.4040 | 0.5930 | 0.4040 | 0.6356 |
216
+ | No log | 47.1429 | 330 | 0.4067 | 0.5915 | 0.4067 | 0.6377 |
217
+ | No log | 47.4286 | 332 | 0.4121 | 0.6046 | 0.4121 | 0.6420 |
218
+ | No log | 47.7143 | 334 | 0.4187 | 0.6530 | 0.4187 | 0.6471 |
219
+ | No log | 48.0 | 336 | 0.4140 | 0.6530 | 0.4140 | 0.6434 |
220
+ | No log | 48.2857 | 338 | 0.4044 | 0.6460 | 0.4044 | 0.6359 |
221
+ | No log | 48.5714 | 340 | 0.4065 | 0.5904 | 0.4065 | 0.6376 |
222
+ | No log | 48.8571 | 342 | 0.4200 | 0.5495 | 0.4200 | 0.6481 |
223
+ | No log | 49.1429 | 344 | 0.4343 | 0.5811 | 0.4343 | 0.6590 |
224
+ | No log | 49.4286 | 346 | 0.4375 | 0.5811 | 0.4375 | 0.6614 |
225
+ | No log | 49.7143 | 348 | 0.4254 | 0.5495 | 0.4254 | 0.6522 |
226
+ | No log | 50.0 | 350 | 0.4047 | 0.5714 | 0.4047 | 0.6361 |
227
+ | No log | 50.2857 | 352 | 0.4078 | 0.6820 | 0.4078 | 0.6386 |
228
+ | No log | 50.5714 | 354 | 0.4147 | 0.6506 | 0.4147 | 0.6440 |
229
+ | No log | 50.8571 | 356 | 0.4058 | 0.6712 | 0.4058 | 0.6370 |
230
+ | No log | 51.1429 | 358 | 0.3941 | 0.6942 | 0.3941 | 0.6278 |
231
+ | No log | 51.4286 | 360 | 0.3999 | 0.5985 | 0.3999 | 0.6324 |
232
+ | No log | 51.7143 | 362 | 0.4155 | 0.5841 | 0.4155 | 0.6446 |
233
+ | No log | 52.0 | 364 | 0.4258 | 0.5970 | 0.4258 | 0.6526 |
234
+ | No log | 52.2857 | 366 | 0.4243 | 0.6434 | 0.4243 | 0.6514 |
235
+ | No log | 52.5714 | 368 | 0.4150 | 0.6333 | 0.4150 | 0.6442 |
236
+ | No log | 52.8571 | 370 | 0.4219 | 0.6257 | 0.4219 | 0.6495 |
237
+ | No log | 53.1429 | 372 | 0.4235 | 0.6257 | 0.4235 | 0.6508 |
238
+ | No log | 53.4286 | 374 | 0.4163 | 0.6405 | 0.4163 | 0.6452 |
239
+ | No log | 53.7143 | 376 | 0.4130 | 0.6298 | 0.4130 | 0.6426 |
240
+ | No log | 54.0 | 378 | 0.4086 | 0.6452 | 0.4086 | 0.6392 |
241
+ | No log | 54.2857 | 380 | 0.4088 | 0.5714 | 0.4088 | 0.6394 |
242
+ | No log | 54.5714 | 382 | 0.4092 | 0.5227 | 0.4092 | 0.6397 |
243
+ | No log | 54.8571 | 384 | 0.4098 | 0.5440 | 0.4098 | 0.6401 |
244
+ | No log | 55.1429 | 386 | 0.4150 | 0.6096 | 0.4150 | 0.6442 |
245
+ | No log | 55.4286 | 388 | 0.4142 | 0.6096 | 0.4142 | 0.6436 |
246
+ | No log | 55.7143 | 390 | 0.4094 | 0.6326 | 0.4094 | 0.6398 |
247
+ | No log | 56.0 | 392 | 0.4043 | 0.6919 | 0.4043 | 0.6359 |
248
+ | No log | 56.2857 | 394 | 0.4043 | 0.6395 | 0.4043 | 0.6358 |
249
+ | No log | 56.5714 | 396 | 0.4169 | 0.6143 | 0.4169 | 0.6457 |
250
+ | No log | 56.8571 | 398 | 0.4338 | 0.5498 | 0.4338 | 0.6586 |
251
+ | No log | 57.1429 | 400 | 0.4236 | 0.5692 | 0.4236 | 0.6508 |
252
+ | No log | 57.4286 | 402 | 0.4065 | 0.6034 | 0.4065 | 0.6375 |
253
+ | No log | 57.7143 | 404 | 0.4081 | 0.5956 | 0.4081 | 0.6388 |
254
+ | No log | 58.0 | 406 | 0.4104 | 0.5956 | 0.4104 | 0.6406 |
255
+ | No log | 58.2857 | 408 | 0.3976 | 0.6860 | 0.3976 | 0.6305 |
256
+ | No log | 58.5714 | 410 | 0.3950 | 0.6672 | 0.3950 | 0.6285 |
257
+ | No log | 58.8571 | 412 | 0.3986 | 0.6389 | 0.3986 | 0.6314 |
258
+ | No log | 59.1429 | 414 | 0.4163 | 0.5841 | 0.4163 | 0.6452 |
259
+ | No log | 59.4286 | 416 | 0.4267 | 0.5569 | 0.4267 | 0.6532 |
260
+ | No log | 59.7143 | 418 | 0.4411 | 0.5569 | 0.4411 | 0.6641 |
261
+ | No log | 60.0 | 420 | 0.4347 | 0.5718 | 0.4347 | 0.6593 |
262
+ | No log | 60.2857 | 422 | 0.4149 | 0.5702 | 0.4149 | 0.6442 |
263
+ | No log | 60.5714 | 424 | 0.4089 | 0.5152 | 0.4089 | 0.6395 |
264
+ | No log | 60.8571 | 426 | 0.4099 | 0.5584 | 0.4099 | 0.6403 |
265
+ | No log | 61.1429 | 428 | 0.4133 | 0.5800 | 0.4133 | 0.6429 |
266
+ | No log | 61.4286 | 430 | 0.4166 | 0.5361 | 0.4166 | 0.6454 |
267
+ | No log | 61.7143 | 432 | 0.4188 | 0.5600 | 0.4188 | 0.6472 |
268
+ | No log | 62.0 | 434 | 0.4237 | 0.5152 | 0.4237 | 0.6509 |
269
+ | No log | 62.2857 | 436 | 0.4338 | 0.5098 | 0.4338 | 0.6586 |
270
+ | No log | 62.5714 | 438 | 0.4377 | 0.5495 | 0.4377 | 0.6616 |
271
+ | No log | 62.8571 | 440 | 0.4284 | 0.5028 | 0.4284 | 0.6545 |
272
+ | No log | 63.1429 | 442 | 0.4143 | 0.5152 | 0.4143 | 0.6437 |
273
+ | No log | 63.4286 | 444 | 0.4088 | 0.5600 | 0.4088 | 0.6393 |
274
+ | No log | 63.7143 | 446 | 0.4074 | 0.6076 | 0.4074 | 0.6383 |
275
+ | No log | 64.0 | 448 | 0.4074 | 0.6076 | 0.4074 | 0.6383 |
276
+ | No log | 64.2857 | 450 | 0.4071 | 0.6389 | 0.4071 | 0.6381 |
277
+ | No log | 64.5714 | 452 | 0.4040 | 0.6076 | 0.4040 | 0.6356 |
278
+ | No log | 64.8571 | 454 | 0.4029 | 0.5379 | 0.4029 | 0.6347 |
279
+ | No log | 65.1429 | 456 | 0.4061 | 0.5397 | 0.4061 | 0.6372 |
280
+ | No log | 65.4286 | 458 | 0.4078 | 0.6156 | 0.4078 | 0.6386 |
281
+ | No log | 65.7143 | 460 | 0.4095 | 0.6156 | 0.4095 | 0.6399 |
282
+ | No log | 66.0 | 462 | 0.4103 | 0.6156 | 0.4103 | 0.6405 |
283
+ | No log | 66.2857 | 464 | 0.4119 | 0.5941 | 0.4119 | 0.6418 |
284
+ | No log | 66.5714 | 466 | 0.4150 | 0.5522 | 0.4150 | 0.6442 |
285
+ | No log | 66.8571 | 468 | 0.4204 | 0.4703 | 0.4204 | 0.6484 |
286
+ | No log | 67.1429 | 470 | 0.4262 | 0.4703 | 0.4262 | 0.6529 |
287
+ | No log | 67.4286 | 472 | 0.4298 | 0.4774 | 0.4298 | 0.6556 |
288
+ | No log | 67.7143 | 474 | 0.4327 | 0.4774 | 0.4327 | 0.6578 |
289
+ | No log | 68.0 | 476 | 0.4353 | 0.5267 | 0.4353 | 0.6598 |
290
+ | No log | 68.2857 | 478 | 0.4361 | 0.5267 | 0.4361 | 0.6603 |
291
+ | No log | 68.5714 | 480 | 0.4356 | 0.5267 | 0.4356 | 0.6600 |
292
+ | No log | 68.8571 | 482 | 0.4320 | 0.5267 | 0.4320 | 0.6573 |
293
+ | No log | 69.1429 | 484 | 0.4276 | 0.5267 | 0.4276 | 0.6539 |
294
+ | No log | 69.4286 | 486 | 0.4218 | 0.5267 | 0.4218 | 0.6495 |
295
+ | No log | 69.7143 | 488 | 0.4213 | 0.5044 | 0.4213 | 0.6491 |
296
+ | No log | 70.0 | 490 | 0.4227 | 0.4970 | 0.4227 | 0.6502 |
297
+ | No log | 70.2857 | 492 | 0.4278 | 0.5227 | 0.4278 | 0.6541 |
298
+ | No log | 70.5714 | 494 | 0.4262 | 0.5475 | 0.4262 | 0.6528 |
299
+ | No log | 70.8571 | 496 | 0.4192 | 0.5227 | 0.4192 | 0.6475 |
300
+ | No log | 71.1429 | 498 | 0.4127 | 0.4970 | 0.4127 | 0.6424 |
301
+ | 0.1864 | 71.4286 | 500 | 0.4169 | 0.5397 | 0.4169 | 0.6457 |
302
+ | 0.1864 | 71.7143 | 502 | 0.4216 | 0.5397 | 0.4216 | 0.6493 |
303
+ | 0.1864 | 72.0 | 504 | 0.4212 | 0.5397 | 0.4212 | 0.6490 |
304
+ | 0.1864 | 72.2857 | 506 | 0.4146 | 0.5208 | 0.4146 | 0.6439 |
305
+ | 0.1864 | 72.5714 | 508 | 0.4128 | 0.5024 | 0.4128 | 0.6425 |
306
+ | 0.1864 | 72.8571 | 510 | 0.4163 | 0.5267 | 0.4163 | 0.6452 |
307
 
308
 
309
  ### Framework versions