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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k1_task5_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_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k20_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8610
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- - Qwk: 0.3970
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- - Mse: 0.8610
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- - Rmse: 0.9279
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  ## Model description
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@@ -47,265 +47,333 @@ 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 | 0.0185 | 2 | 4.8061 | 0.0010 | 4.8061 | 2.1923 |
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- | No log | 0.0370 | 4 | 2.6276 | 0.0051 | 2.6276 | 1.6210 |
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- | No log | 0.0556 | 6 | 1.6356 | 0.0682 | 1.6356 | 1.2789 |
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- | No log | 0.0741 | 8 | 1.3581 | 0.0958 | 1.3581 | 1.1654 |
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- | No log | 0.0926 | 10 | 1.4611 | -0.0494 | 1.4611 | 1.2088 |
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- | No log | 0.1111 | 12 | 1.4770 | -0.1091 | 1.4770 | 1.2153 |
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- | No log | 0.1296 | 14 | 1.3101 | 0.0847 | 1.3101 | 1.1446 |
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- | No log | 0.1481 | 16 | 1.3902 | 0.0253 | 1.3902 | 1.1791 |
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- | No log | 0.1667 | 18 | 1.4876 | 0.1288 | 1.4876 | 1.2197 |
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- | No log | 0.1852 | 20 | 1.3910 | 0.1507 | 1.3910 | 1.1794 |
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- | No log | 0.2037 | 22 | 1.2287 | 0.0788 | 1.2287 | 1.1085 |
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- | No log | 0.2222 | 24 | 1.1899 | 0.1043 | 1.1899 | 1.0908 |
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- | No log | 0.2407 | 26 | 1.1645 | 0.1443 | 1.1645 | 1.0791 |
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- | No log | 0.2593 | 28 | 1.1629 | 0.1344 | 1.1629 | 1.0784 |
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- | No log | 0.2778 | 30 | 1.1827 | 0.1344 | 1.1827 | 1.0875 |
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- | No log | 0.2963 | 32 | 1.2156 | 0.0977 | 1.2156 | 1.1025 |
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- | No log | 0.3148 | 34 | 1.2314 | 0.1232 | 1.2314 | 1.1097 |
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- | No log | 0.3333 | 36 | 1.4842 | 0.0537 | 1.4842 | 1.2183 |
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- | No log | 0.3519 | 38 | 1.6229 | 0.1032 | 1.6229 | 1.2739 |
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- | No log | 0.3704 | 40 | 1.3818 | 0.1530 | 1.3818 | 1.1755 |
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- | No log | 0.3889 | 42 | 1.2727 | 0.2446 | 1.2727 | 1.1281 |
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- | No log | 0.4074 | 44 | 1.1019 | 0.2168 | 1.1019 | 1.0497 |
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- | No log | 0.4259 | 46 | 1.0527 | 0.3066 | 1.0527 | 1.0260 |
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- | No log | 0.4444 | 48 | 0.9995 | 0.3695 | 0.9995 | 0.9997 |
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- | No log | 0.4630 | 50 | 0.9803 | 0.3596 | 0.9803 | 0.9901 |
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- | No log | 0.4815 | 52 | 0.9745 | 0.3346 | 0.9745 | 0.9872 |
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- | No log | 0.5 | 54 | 0.9892 | 0.3154 | 0.9892 | 0.9946 |
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- | No log | 0.5185 | 56 | 0.9996 | 0.4318 | 0.9996 | 0.9998 |
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- | No log | 0.5370 | 58 | 1.0600 | 0.2883 | 1.0600 | 1.0296 |
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- | No log | 0.5556 | 60 | 1.0838 | 0.2877 | 1.0838 | 1.0411 |
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- | No log | 0.5741 | 62 | 1.0717 | 0.3430 | 1.0717 | 1.0352 |
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- | No log | 0.5926 | 64 | 1.0834 | 0.2431 | 1.0834 | 1.0409 |
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- | No log | 0.6111 | 66 | 1.0516 | 0.2709 | 1.0516 | 1.0255 |
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- | No log | 0.6296 | 68 | 1.0386 | 0.2871 | 1.0386 | 1.0191 |
86
- | No log | 0.6481 | 70 | 1.0151 | 0.3294 | 1.0151 | 1.0075 |
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- | No log | 0.6667 | 72 | 1.0660 | 0.2938 | 1.0660 | 1.0325 |
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- | No log | 0.6852 | 74 | 1.2035 | 0.4045 | 1.2035 | 1.0970 |
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- | No log | 0.7037 | 76 | 1.2189 | 0.4033 | 1.2189 | 1.1040 |
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- | No log | 0.7222 | 78 | 1.0613 | 0.4005 | 1.0613 | 1.0302 |
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- | No log | 0.7407 | 80 | 0.9840 | 0.3457 | 0.9840 | 0.9920 |
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- | No log | 0.7593 | 82 | 0.9527 | 0.4260 | 0.9527 | 0.9761 |
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- | No log | 0.7778 | 84 | 0.9423 | 0.4260 | 0.9423 | 0.9707 |
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- | No log | 0.7963 | 86 | 0.9502 | 0.3814 | 0.9502 | 0.9748 |
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- | No log | 0.8148 | 88 | 0.9627 | 0.3798 | 0.9627 | 0.9812 |
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- | No log | 0.8333 | 90 | 0.9732 | 0.3798 | 0.9732 | 0.9865 |
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- | No log | 0.8519 | 92 | 0.9781 | 0.3699 | 0.9781 | 0.9890 |
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- | No log | 0.8704 | 94 | 0.9746 | 0.3559 | 0.9746 | 0.9872 |
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- | No log | 0.8889 | 96 | 0.9998 | 0.3338 | 0.9998 | 0.9999 |
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- | No log | 0.9074 | 98 | 1.0160 | 0.2891 | 1.0160 | 1.0080 |
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- | No log | 0.9259 | 100 | 1.0355 | 0.2672 | 1.0355 | 1.0176 |
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- | No log | 0.9444 | 102 | 1.0981 | 0.2482 | 1.0981 | 1.0479 |
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- | No log | 0.9630 | 104 | 1.0951 | 0.2750 | 1.0951 | 1.0465 |
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- | No log | 0.9815 | 106 | 1.0438 | 0.3173 | 1.0438 | 1.0217 |
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- | No log | 1.0 | 108 | 1.0207 | 0.2796 | 1.0207 | 1.0103 |
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- | No log | 1.0185 | 110 | 0.9698 | 0.3554 | 0.9698 | 0.9848 |
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- | No log | 1.0370 | 112 | 0.9688 | 0.3351 | 0.9688 | 0.9843 |
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- | No log | 1.0556 | 114 | 0.9859 | 0.3725 | 0.9859 | 0.9929 |
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- | No log | 1.0741 | 116 | 0.9732 | 0.3303 | 0.9732 | 0.9865 |
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- | No log | 1.0926 | 118 | 1.0109 | 0.3427 | 1.0109 | 1.0054 |
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- | No log | 1.1111 | 120 | 1.0989 | 0.2203 | 1.0989 | 1.0483 |
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- | No log | 1.1296 | 122 | 1.0715 | 0.2721 | 1.0715 | 1.0351 |
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- | No log | 1.1481 | 124 | 0.9905 | 0.3276 | 0.9905 | 0.9952 |
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- | No log | 1.1667 | 126 | 0.9455 | 0.3650 | 0.9455 | 0.9724 |
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- | No log | 1.1852 | 128 | 0.9577 | 0.4736 | 0.9577 | 0.9786 |
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- | No log | 1.2037 | 130 | 1.0176 | 0.3518 | 1.0176 | 1.0088 |
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- | No log | 1.2222 | 132 | 0.9782 | 0.3725 | 0.9782 | 0.9890 |
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- | No log | 1.2407 | 134 | 0.9128 | 0.4527 | 0.9128 | 0.9554 |
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- | No log | 1.2593 | 136 | 0.8783 | 0.4197 | 0.8783 | 0.9372 |
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- | No log | 1.2778 | 138 | 0.8656 | 0.4197 | 0.8656 | 0.9304 |
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- | No log | 1.2963 | 140 | 0.9447 | 0.4631 | 0.9447 | 0.9720 |
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- | No log | 1.3148 | 142 | 1.0511 | 0.3807 | 1.0511 | 1.0252 |
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- | No log | 1.3333 | 144 | 0.9450 | 0.4565 | 0.9450 | 0.9721 |
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- | No log | 1.3519 | 146 | 0.8753 | 0.4916 | 0.8753 | 0.9356 |
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- | No log | 1.3704 | 148 | 0.8913 | 0.3965 | 0.8913 | 0.9441 |
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- | No log | 1.3889 | 150 | 0.9184 | 0.4789 | 0.9184 | 0.9583 |
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- | No log | 1.4074 | 152 | 0.9299 | 0.4454 | 0.9299 | 0.9643 |
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- | No log | 1.4259 | 154 | 0.9219 | 0.4628 | 0.9219 | 0.9601 |
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- | No log | 1.4444 | 156 | 0.9130 | 0.3814 | 0.9130 | 0.9555 |
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- | No log | 1.4630 | 158 | 0.9167 | 0.4578 | 0.9167 | 0.9574 |
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- | No log | 1.4815 | 160 | 0.9134 | 0.3382 | 0.9134 | 0.9557 |
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- | No log | 1.5 | 162 | 0.9653 | 0.4074 | 0.9653 | 0.9825 |
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- | No log | 1.5185 | 164 | 0.9814 | 0.3908 | 0.9814 | 0.9907 |
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- | No log | 1.5370 | 166 | 0.9420 | 0.4074 | 0.9420 | 0.9706 |
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- | No log | 1.5556 | 168 | 0.8930 | 0.4294 | 0.8930 | 0.9450 |
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- | No log | 1.5741 | 170 | 0.8894 | 0.4661 | 0.8894 | 0.9431 |
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- | No log | 1.5926 | 172 | 0.8838 | 0.4661 | 0.8838 | 0.9401 |
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- | No log | 1.6111 | 174 | 0.8736 | 0.4004 | 0.8736 | 0.9347 |
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- | No log | 1.6296 | 176 | 0.8568 | 0.4429 | 0.8568 | 0.9256 |
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- | No log | 1.6481 | 178 | 0.8741 | 0.3991 | 0.8741 | 0.9349 |
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- | No log | 1.6667 | 180 | 0.8583 | 0.3920 | 0.8583 | 0.9264 |
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- | No log | 1.6852 | 182 | 0.8547 | 0.3920 | 0.8547 | 0.9245 |
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- | No log | 1.7037 | 184 | 0.8589 | 0.3780 | 0.8589 | 0.9268 |
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- | No log | 1.7222 | 186 | 0.8637 | 0.4197 | 0.8637 | 0.9293 |
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- | No log | 1.7407 | 188 | 0.8782 | 0.4334 | 0.8782 | 0.9371 |
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- | No log | 1.7593 | 190 | 0.8765 | 0.3627 | 0.8765 | 0.9362 |
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- | No log | 1.7778 | 192 | 0.8782 | 0.3648 | 0.8782 | 0.9371 |
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- | No log | 1.7963 | 194 | 0.8901 | 0.3648 | 0.8901 | 0.9434 |
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- | No log | 1.8148 | 196 | 0.9284 | 0.3988 | 0.9284 | 0.9635 |
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- | No log | 1.8333 | 198 | 0.8939 | 0.4093 | 0.8939 | 0.9455 |
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- | No log | 1.8519 | 200 | 0.9117 | 0.3951 | 0.9117 | 0.9548 |
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- | No log | 1.8704 | 202 | 0.9536 | 0.3988 | 0.9536 | 0.9765 |
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- | No log | 1.8889 | 204 | 0.9097 | 0.4337 | 0.9097 | 0.9538 |
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- | No log | 1.9074 | 206 | 0.9028 | 0.4337 | 0.9028 | 0.9502 |
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- | No log | 1.9259 | 208 | 0.9348 | 0.4550 | 0.9348 | 0.9668 |
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- | No log | 1.9444 | 210 | 0.9483 | 0.5163 | 0.9483 | 0.9738 |
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- | No log | 1.9630 | 212 | 0.8748 | 0.4730 | 0.8748 | 0.9353 |
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- | No log | 1.9815 | 214 | 0.8462 | 0.5024 | 0.8462 | 0.9199 |
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- | No log | 2.0 | 216 | 0.8723 | 0.4563 | 0.8723 | 0.9340 |
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- | No log | 2.0185 | 218 | 1.0110 | 0.4153 | 1.0110 | 1.0055 |
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- | No log | 2.0370 | 220 | 1.0326 | 0.4214 | 1.0326 | 1.0161 |
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- | No log | 2.0556 | 222 | 0.8998 | 0.4476 | 0.8998 | 0.9486 |
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- | No log | 2.0741 | 224 | 0.8997 | 0.4144 | 0.8997 | 0.9485 |
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- | No log | 2.0926 | 226 | 0.8919 | 0.3819 | 0.8919 | 0.9444 |
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- | No log | 2.1111 | 228 | 0.8765 | 0.4563 | 0.8765 | 0.9362 |
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- | No log | 2.1296 | 230 | 0.8990 | 0.4507 | 0.8990 | 0.9481 |
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- | No log | 2.1481 | 232 | 0.8755 | 0.4841 | 0.8755 | 0.9357 |
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- | No log | 2.1667 | 234 | 0.8642 | 0.4334 | 0.8642 | 0.9296 |
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- | No log | 2.1852 | 236 | 0.8493 | 0.5216 | 0.8493 | 0.9216 |
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- | No log | 2.2037 | 238 | 0.8464 | 0.4962 | 0.8464 | 0.9200 |
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- | No log | 2.2222 | 240 | 0.8951 | 0.4848 | 0.8951 | 0.9461 |
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- | No log | 2.2407 | 242 | 0.9781 | 0.4059 | 0.9781 | 0.9890 |
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- | No log | 2.2593 | 244 | 1.0199 | 0.4056 | 1.0199 | 1.0099 |
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- | No log | 2.2778 | 246 | 0.9495 | 0.3348 | 0.9495 | 0.9744 |
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- | No log | 2.2963 | 248 | 0.9076 | 0.3992 | 0.9076 | 0.9527 |
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- | No log | 2.3148 | 250 | 0.9068 | 0.4094 | 0.9068 | 0.9523 |
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- | No log | 2.3333 | 252 | 0.9247 | 0.3992 | 0.9247 | 0.9616 |
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- | No log | 2.3519 | 254 | 0.9014 | 0.3956 | 0.9014 | 0.9494 |
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- | No log | 2.3704 | 256 | 0.9229 | 0.4136 | 0.9229 | 0.9607 |
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- | No log | 2.3889 | 258 | 1.0185 | 0.4516 | 1.0185 | 1.0092 |
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- | No log | 2.4074 | 260 | 0.9443 | 0.4991 | 0.9443 | 0.9717 |
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- | No log | 2.4259 | 262 | 0.8616 | 0.3983 | 0.8616 | 0.9282 |
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- | No log | 2.4444 | 264 | 0.8613 | 0.4757 | 0.8613 | 0.9280 |
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- | No log | 2.4630 | 266 | 0.8595 | 0.4158 | 0.8595 | 0.9271 |
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- | No log | 2.4815 | 268 | 0.9163 | 0.4763 | 0.9163 | 0.9572 |
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- | No log | 2.5 | 270 | 0.9032 | 0.4861 | 0.9032 | 0.9504 |
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- | No log | 2.5185 | 272 | 0.8801 | 0.4337 | 0.8801 | 0.9381 |
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- | No log | 2.5370 | 274 | 0.8654 | 0.3596 | 0.8654 | 0.9302 |
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- | No log | 2.5556 | 276 | 0.8752 | 0.4548 | 0.8752 | 0.9355 |
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- | No log | 2.5741 | 278 | 0.8582 | 0.3483 | 0.8582 | 0.9264 |
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- | No log | 2.5926 | 280 | 0.8549 | 0.4548 | 0.8549 | 0.9246 |
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- | No log | 2.6111 | 282 | 0.8602 | 0.4646 | 0.8602 | 0.9275 |
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- | No log | 2.6296 | 284 | 0.8500 | 0.3914 | 0.8500 | 0.9219 |
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- | No log | 2.6481 | 286 | 0.8549 | 0.4056 | 0.8549 | 0.9246 |
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- | No log | 2.6667 | 288 | 0.8686 | 0.4337 | 0.8686 | 0.9320 |
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- | No log | 2.6852 | 290 | 0.8592 | 0.4297 | 0.8592 | 0.9269 |
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- | No log | 2.7037 | 292 | 0.8533 | 0.4450 | 0.8533 | 0.9238 |
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- | No log | 2.7222 | 294 | 0.8750 | 0.3943 | 0.8750 | 0.9354 |
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- | No log | 2.7407 | 296 | 0.8459 | 0.4219 | 0.8459 | 0.9197 |
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- | No log | 2.7593 | 298 | 0.8281 | 0.5042 | 0.8281 | 0.9100 |
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- | No log | 2.7778 | 300 | 0.8731 | 0.3590 | 0.8731 | 0.9344 |
202
- | No log | 2.7963 | 302 | 0.8381 | 0.3946 | 0.8381 | 0.9155 |
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- | No log | 2.8148 | 304 | 0.8299 | 0.4157 | 0.8299 | 0.9110 |
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- | No log | 2.8333 | 306 | 0.8495 | 0.4470 | 0.8495 | 0.9217 |
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- | No log | 2.8519 | 308 | 0.8499 | 0.4898 | 0.8499 | 0.9219 |
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- | No log | 2.8704 | 310 | 0.8255 | 0.4012 | 0.8255 | 0.9086 |
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- | No log | 2.8889 | 312 | 0.8458 | 0.3946 | 0.8458 | 0.9197 |
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- | No log | 2.9074 | 314 | 0.8425 | 0.3951 | 0.8425 | 0.9179 |
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- | No log | 2.9259 | 316 | 0.8074 | 0.3728 | 0.8074 | 0.8985 |
210
- | No log | 2.9444 | 318 | 0.8000 | 0.3583 | 0.8000 | 0.8944 |
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- | No log | 2.9630 | 320 | 0.8083 | 0.4916 | 0.8083 | 0.8990 |
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- | No log | 2.9815 | 322 | 0.8199 | 0.4998 | 0.8199 | 0.9055 |
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- | No log | 3.0 | 324 | 0.7871 | 0.3787 | 0.7871 | 0.8872 |
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- | No log | 3.0185 | 326 | 0.7799 | 0.4075 | 0.7799 | 0.8831 |
215
- | No log | 3.0370 | 328 | 0.7763 | 0.4075 | 0.7763 | 0.8811 |
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- | No log | 3.0556 | 330 | 0.7751 | 0.4280 | 0.7751 | 0.8804 |
217
- | No log | 3.0741 | 332 | 0.7860 | 0.4611 | 0.7860 | 0.8866 |
218
- | No log | 3.0926 | 334 | 0.7832 | 0.4656 | 0.7832 | 0.8850 |
219
- | No log | 3.1111 | 336 | 0.8004 | 0.4075 | 0.8004 | 0.8946 |
220
- | No log | 3.1296 | 338 | 0.8624 | 0.3660 | 0.8624 | 0.9287 |
221
- | No log | 3.1481 | 340 | 0.8872 | 0.3866 | 0.8872 | 0.9419 |
222
- | No log | 3.1667 | 342 | 0.8758 | 0.3168 | 0.8758 | 0.9358 |
223
- | No log | 3.1852 | 344 | 0.8449 | 0.3437 | 0.8449 | 0.9192 |
224
- | No log | 3.2037 | 346 | 0.8313 | 0.3719 | 0.8313 | 0.9118 |
225
- | No log | 3.2222 | 348 | 0.8613 | 0.3946 | 0.8613 | 0.9281 |
226
- | No log | 3.2407 | 350 | 0.8908 | 0.3946 | 0.8908 | 0.9438 |
227
- | No log | 3.2593 | 352 | 0.8884 | 0.3356 | 0.8884 | 0.9426 |
228
- | No log | 3.2778 | 354 | 0.8856 | 0.3020 | 0.8856 | 0.9411 |
229
- | No log | 3.2963 | 356 | 0.8813 | 0.3229 | 0.8813 | 0.9388 |
230
- | No log | 3.3148 | 358 | 0.8314 | 0.3596 | 0.8314 | 0.9118 |
231
- | No log | 3.3333 | 360 | 0.7783 | 0.4466 | 0.7783 | 0.8822 |
232
- | No log | 3.3519 | 362 | 0.7897 | 0.4198 | 0.7897 | 0.8886 |
233
- | No log | 3.3704 | 364 | 0.7770 | 0.4587 | 0.7770 | 0.8815 |
234
- | No log | 3.3889 | 366 | 0.7246 | 0.4942 | 0.7246 | 0.8512 |
235
- | No log | 3.4074 | 368 | 0.7843 | 0.5567 | 0.7843 | 0.8856 |
236
- | No log | 3.4259 | 370 | 0.7833 | 0.5368 | 0.7833 | 0.8850 |
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- | No log | 3.4444 | 372 | 0.7477 | 0.3933 | 0.7477 | 0.8647 |
238
- | No log | 3.4630 | 374 | 0.7421 | 0.4853 | 0.7421 | 0.8614 |
239
- | No log | 3.4815 | 376 | 0.7470 | 0.4853 | 0.7470 | 0.8643 |
240
- | No log | 3.5 | 378 | 0.7697 | 0.3933 | 0.7697 | 0.8773 |
241
- | No log | 3.5185 | 380 | 0.8245 | 0.3045 | 0.8245 | 0.9080 |
242
- | No log | 3.5370 | 382 | 0.8643 | 0.3519 | 0.8643 | 0.9297 |
243
- | No log | 3.5556 | 384 | 0.8671 | 0.4503 | 0.8671 | 0.9312 |
244
- | No log | 3.5741 | 386 | 0.8494 | 0.3147 | 0.8494 | 0.9216 |
245
- | No log | 3.5926 | 388 | 0.8145 | 0.4075 | 0.8145 | 0.9025 |
246
- | No log | 3.6111 | 390 | 0.8096 | 0.4054 | 0.8096 | 0.8998 |
247
- | No log | 3.6296 | 392 | 0.7907 | 0.3627 | 0.7907 | 0.8892 |
248
- | No log | 3.6481 | 394 | 0.8544 | 0.4949 | 0.8544 | 0.9243 |
249
- | No log | 3.6667 | 396 | 0.9670 | 0.4186 | 0.9670 | 0.9834 |
250
- | No log | 3.6852 | 398 | 0.9581 | 0.4186 | 0.9581 | 0.9788 |
251
- | No log | 3.7037 | 400 | 0.8559 | 0.3298 | 0.8559 | 0.9252 |
252
- | No log | 3.7222 | 402 | 0.8586 | 0.4483 | 0.8586 | 0.9266 |
253
- | No log | 3.7407 | 404 | 0.8696 | 0.4489 | 0.8696 | 0.9325 |
254
- | No log | 3.7593 | 406 | 0.8190 | 0.3951 | 0.8190 | 0.9050 |
255
- | No log | 3.7778 | 408 | 0.7880 | 0.3938 | 0.7880 | 0.8877 |
256
- | No log | 3.7963 | 410 | 0.8012 | 0.5467 | 0.8012 | 0.8951 |
257
- | No log | 3.8148 | 412 | 0.7806 | 0.5476 | 0.7806 | 0.8835 |
258
- | No log | 3.8333 | 414 | 0.7562 | 0.4019 | 0.7562 | 0.8696 |
259
- | No log | 3.8519 | 416 | 0.7573 | 0.4471 | 0.7573 | 0.8703 |
260
- | No log | 3.8704 | 418 | 0.7520 | 0.5057 | 0.7520 | 0.8672 |
261
- | No log | 3.8889 | 420 | 0.7460 | 0.5770 | 0.7460 | 0.8637 |
262
- | No log | 3.9074 | 422 | 0.7538 | 0.5450 | 0.7538 | 0.8682 |
263
- | No log | 3.9259 | 424 | 0.7739 | 0.3909 | 0.7739 | 0.8797 |
264
- | No log | 3.9444 | 426 | 0.8882 | 0.4594 | 0.8882 | 0.9424 |
265
- | No log | 3.9630 | 428 | 0.9200 | 0.4594 | 0.9200 | 0.9592 |
266
- | No log | 3.9815 | 430 | 0.8186 | 0.4315 | 0.8186 | 0.9048 |
267
- | No log | 4.0 | 432 | 0.6914 | 0.6059 | 0.6914 | 0.8315 |
268
- | No log | 4.0185 | 434 | 0.7329 | 0.6079 | 0.7329 | 0.8561 |
269
- | No log | 4.0370 | 436 | 0.7654 | 0.6079 | 0.7654 | 0.8749 |
270
- | No log | 4.0556 | 438 | 0.7051 | 0.5951 | 0.7051 | 0.8397 |
271
- | No log | 4.0741 | 440 | 0.7309 | 0.5503 | 0.7309 | 0.8549 |
272
- | No log | 4.0926 | 442 | 0.8199 | 0.5578 | 0.8199 | 0.9055 |
273
- | No log | 4.1111 | 444 | 0.8140 | 0.5578 | 0.8140 | 0.9022 |
274
- | No log | 4.1296 | 446 | 0.7557 | 0.5089 | 0.7557 | 0.8693 |
275
- | No log | 4.1481 | 448 | 0.7437 | 0.5125 | 0.7437 | 0.8624 |
276
- | No log | 4.1667 | 450 | 0.7631 | 0.5044 | 0.7631 | 0.8735 |
277
- | No log | 4.1852 | 452 | 0.7899 | 0.4792 | 0.7899 | 0.8888 |
278
- | No log | 4.2037 | 454 | 0.8066 | 0.4874 | 0.8066 | 0.8981 |
279
- | No log | 4.2222 | 456 | 0.8319 | 0.4197 | 0.8319 | 0.9121 |
280
- | No log | 4.2407 | 458 | 0.9779 | 0.3815 | 0.9779 | 0.9889 |
281
- | No log | 4.2593 | 460 | 1.0743 | 0.4040 | 1.0743 | 1.0365 |
282
- | No log | 4.2778 | 462 | 0.9684 | 0.4356 | 0.9684 | 0.9841 |
283
- | No log | 4.2963 | 464 | 0.8000 | 0.4197 | 0.8000 | 0.8944 |
284
- | No log | 4.3148 | 466 | 0.7748 | 0.4977 | 0.7748 | 0.8802 |
285
- | No log | 4.3333 | 468 | 0.7874 | 0.4715 | 0.7874 | 0.8874 |
286
- | No log | 4.3519 | 470 | 0.8109 | 0.3627 | 0.8109 | 0.9005 |
287
- | No log | 4.3704 | 472 | 0.8439 | 0.3771 | 0.8439 | 0.9187 |
288
- | No log | 4.3889 | 474 | 0.8567 | 0.3660 | 0.8567 | 0.9256 |
289
- | No log | 4.4074 | 476 | 0.8428 | 0.3483 | 0.8428 | 0.9180 |
290
- | No log | 4.4259 | 478 | 0.8335 | 0.3483 | 0.8335 | 0.9130 |
291
- | No log | 4.4444 | 480 | 0.8268 | 0.3483 | 0.8268 | 0.9093 |
292
- | No log | 4.4630 | 482 | 0.8385 | 0.3771 | 0.8385 | 0.9157 |
293
- | No log | 4.4815 | 484 | 0.8638 | 0.3806 | 0.8638 | 0.9294 |
294
- | No log | 4.5 | 486 | 0.8727 | 0.3513 | 0.8727 | 0.9342 |
295
- | No log | 4.5185 | 488 | 0.8904 | 0.3196 | 0.8904 | 0.9436 |
296
- | No log | 4.5370 | 490 | 0.9123 | 0.2470 | 0.9123 | 0.9551 |
297
- | No log | 4.5556 | 492 | 0.9144 | 0.2821 | 0.9144 | 0.9562 |
298
- | No log | 4.5741 | 494 | 0.8611 | 0.3744 | 0.8611 | 0.9279 |
299
- | No log | 4.5926 | 496 | 0.8303 | 0.4197 | 0.8303 | 0.9112 |
300
- | No log | 4.6111 | 498 | 0.8320 | 0.4337 | 0.8320 | 0.9122 |
301
- | 0.2735 | 4.6296 | 500 | 0.8089 | 0.4197 | 0.8089 | 0.8994 |
302
- | 0.2735 | 4.6481 | 502 | 0.8035 | 0.3879 | 0.8035 | 0.8964 |
303
- | 0.2735 | 4.6667 | 504 | 0.8206 | 0.4912 | 0.8206 | 0.9059 |
304
- | 0.2735 | 4.6852 | 506 | 0.8262 | 0.3583 | 0.8262 | 0.9090 |
305
- | 0.2735 | 4.7037 | 508 | 0.8333 | 0.3974 | 0.8333 | 0.9129 |
306
- | 0.2735 | 4.7222 | 510 | 0.8620 | 0.4012 | 0.8620 | 0.9284 |
307
- | 0.2735 | 4.7407 | 512 | 0.8742 | 0.4012 | 0.8742 | 0.9350 |
308
- | 0.2735 | 4.7593 | 514 | 0.8610 | 0.3970 | 0.8610 | 0.9279 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
309
 
310
 
311
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k1_task5_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_task5_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: 0.6173
19
+ - Qwk: 0.5940
20
+ - Mse: 0.6173
21
+ - Rmse: 0.7857
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 | 4.0411 | -0.0177 | 4.0411 | 2.0102 |
53
+ | No log | 0.5714 | 4 | 2.5074 | 0.1240 | 2.5074 | 1.5835 |
54
+ | No log | 0.8571 | 6 | 1.3389 | 0.0380 | 1.3389 | 1.1571 |
55
+ | No log | 1.1429 | 8 | 1.0995 | 0.2023 | 1.0995 | 1.0486 |
56
+ | No log | 1.4286 | 10 | 1.0774 | 0.0855 | 1.0774 | 1.0380 |
57
+ | No log | 1.7143 | 12 | 1.0648 | 0.2035 | 1.0648 | 1.0319 |
58
+ | No log | 2.0 | 14 | 1.0250 | 0.2591 | 1.0250 | 1.0124 |
59
+ | No log | 2.2857 | 16 | 1.0037 | 0.2935 | 1.0037 | 1.0018 |
60
+ | No log | 2.5714 | 18 | 0.8978 | 0.3876 | 0.8978 | 0.9475 |
61
+ | No log | 2.8571 | 20 | 0.7712 | 0.5220 | 0.7712 | 0.8782 |
62
+ | No log | 3.1429 | 22 | 0.7311 | 0.5663 | 0.7311 | 0.8551 |
63
+ | No log | 3.4286 | 24 | 0.7272 | 0.5704 | 0.7272 | 0.8528 |
64
+ | No log | 3.7143 | 26 | 1.0824 | 0.4618 | 1.0824 | 1.0404 |
65
+ | No log | 4.0 | 28 | 1.1801 | 0.3748 | 1.1801 | 1.0863 |
66
+ | No log | 4.2857 | 30 | 1.1940 | 0.4026 | 1.1940 | 1.0927 |
67
+ | No log | 4.5714 | 32 | 0.7990 | 0.5299 | 0.7990 | 0.8939 |
68
+ | No log | 4.8571 | 34 | 0.6993 | 0.5646 | 0.6993 | 0.8362 |
69
+ | No log | 5.1429 | 36 | 0.7540 | 0.4872 | 0.7540 | 0.8683 |
70
+ | No log | 5.4286 | 38 | 0.8317 | 0.5324 | 0.8317 | 0.9120 |
71
+ | No log | 5.7143 | 40 | 1.0255 | 0.4906 | 1.0255 | 1.0127 |
72
+ | No log | 6.0 | 42 | 0.7867 | 0.5912 | 0.7867 | 0.8869 |
73
+ | No log | 6.2857 | 44 | 0.7651 | 0.6089 | 0.7651 | 0.8747 |
74
+ | No log | 6.5714 | 46 | 0.7851 | 0.6354 | 0.7851 | 0.8860 |
75
+ | No log | 6.8571 | 48 | 0.7000 | 0.6369 | 0.7000 | 0.8367 |
76
+ | No log | 7.1429 | 50 | 0.6834 | 0.6398 | 0.6834 | 0.8267 |
77
+ | No log | 7.4286 | 52 | 0.6507 | 0.6269 | 0.6507 | 0.8067 |
78
+ | No log | 7.7143 | 54 | 0.6895 | 0.5946 | 0.6895 | 0.8304 |
79
+ | No log | 8.0 | 56 | 0.8274 | 0.6263 | 0.8274 | 0.9096 |
80
+ | No log | 8.2857 | 58 | 0.7030 | 0.5873 | 0.7030 | 0.8384 |
81
+ | No log | 8.5714 | 60 | 0.7523 | 0.6004 | 0.7523 | 0.8674 |
82
+ | No log | 8.8571 | 62 | 0.9421 | 0.5283 | 0.9421 | 0.9706 |
83
+ | No log | 9.1429 | 64 | 0.7768 | 0.5805 | 0.7768 | 0.8814 |
84
+ | No log | 9.4286 | 66 | 0.6776 | 0.5548 | 0.6776 | 0.8231 |
85
+ | No log | 9.7143 | 68 | 0.6717 | 0.5653 | 0.6717 | 0.8196 |
86
+ | No log | 10.0 | 70 | 0.7936 | 0.5997 | 0.7936 | 0.8908 |
87
+ | No log | 10.2857 | 72 | 0.7547 | 0.5459 | 0.7547 | 0.8688 |
88
+ | No log | 10.5714 | 74 | 0.7270 | 0.5459 | 0.7270 | 0.8527 |
89
+ | No log | 10.8571 | 76 | 0.6373 | 0.5591 | 0.6373 | 0.7983 |
90
+ | No log | 11.1429 | 78 | 0.6423 | 0.5506 | 0.6423 | 0.8015 |
91
+ | No log | 11.4286 | 80 | 0.6805 | 0.5325 | 0.6805 | 0.8249 |
92
+ | No log | 11.7143 | 82 | 0.8641 | 0.5066 | 0.8641 | 0.9295 |
93
+ | No log | 12.0 | 84 | 0.7504 | 0.5770 | 0.7504 | 0.8662 |
94
+ | No log | 12.2857 | 86 | 0.6421 | 0.6070 | 0.6421 | 0.8013 |
95
+ | No log | 12.5714 | 88 | 0.6293 | 0.6187 | 0.6293 | 0.7933 |
96
+ | No log | 12.8571 | 90 | 0.6317 | 0.6215 | 0.6317 | 0.7948 |
97
+ | No log | 13.1429 | 92 | 0.6525 | 0.5817 | 0.6525 | 0.8078 |
98
+ | No log | 13.4286 | 94 | 0.8344 | 0.5583 | 0.8344 | 0.9134 |
99
+ | No log | 13.7143 | 96 | 0.7955 | 0.6014 | 0.7955 | 0.8919 |
100
+ | No log | 14.0 | 98 | 0.6467 | 0.5964 | 0.6467 | 0.8042 |
101
+ | No log | 14.2857 | 100 | 0.6482 | 0.6094 | 0.6482 | 0.8051 |
102
+ | No log | 14.5714 | 102 | 0.6633 | 0.5869 | 0.6633 | 0.8144 |
103
+ | No log | 14.8571 | 104 | 0.8384 | 0.6014 | 0.8384 | 0.9156 |
104
+ | No log | 15.1429 | 106 | 1.0215 | 0.5094 | 1.0215 | 1.0107 |
105
+ | No log | 15.4286 | 108 | 0.8825 | 0.5781 | 0.8825 | 0.9394 |
106
+ | No log | 15.7143 | 110 | 0.6695 | 0.5905 | 0.6695 | 0.8182 |
107
+ | No log | 16.0 | 112 | 0.6705 | 0.5239 | 0.6705 | 0.8188 |
108
+ | No log | 16.2857 | 114 | 0.6724 | 0.5166 | 0.6724 | 0.8200 |
109
+ | No log | 16.5714 | 116 | 0.7416 | 0.5357 | 0.7416 | 0.8612 |
110
+ | No log | 16.8571 | 118 | 0.8245 | 0.6043 | 0.8245 | 0.9080 |
111
+ | No log | 17.1429 | 120 | 0.7397 | 0.5676 | 0.7397 | 0.8601 |
112
+ | No log | 17.4286 | 122 | 0.6358 | 0.5349 | 0.6358 | 0.7974 |
113
+ | No log | 17.7143 | 124 | 0.6519 | 0.6560 | 0.6519 | 0.8074 |
114
+ | No log | 18.0 | 126 | 0.6405 | 0.6777 | 0.6405 | 0.8003 |
115
+ | No log | 18.2857 | 128 | 0.6314 | 0.6104 | 0.6314 | 0.7946 |
116
+ | No log | 18.5714 | 130 | 0.7573 | 0.6325 | 0.7573 | 0.8702 |
117
+ | No log | 18.8571 | 132 | 0.7665 | 0.6173 | 0.7665 | 0.8755 |
118
+ | No log | 19.1429 | 134 | 0.7407 | 0.5553 | 0.7407 | 0.8607 |
119
+ | No log | 19.4286 | 136 | 0.6578 | 0.5770 | 0.6578 | 0.8110 |
120
+ | No log | 19.7143 | 138 | 0.6158 | 0.5713 | 0.6158 | 0.7848 |
121
+ | No log | 20.0 | 140 | 0.6543 | 0.6209 | 0.6543 | 0.8089 |
122
+ | No log | 20.2857 | 142 | 0.6614 | 0.6209 | 0.6614 | 0.8132 |
123
+ | No log | 20.5714 | 144 | 0.6205 | 0.6028 | 0.6205 | 0.7877 |
124
+ | No log | 20.8571 | 146 | 0.6641 | 0.5665 | 0.6641 | 0.8149 |
125
+ | No log | 21.1429 | 148 | 0.7248 | 0.5676 | 0.7248 | 0.8513 |
126
+ | No log | 21.4286 | 150 | 0.6624 | 0.5862 | 0.6624 | 0.8139 |
127
+ | No log | 21.7143 | 152 | 0.6215 | 0.6186 | 0.6215 | 0.7884 |
128
+ | No log | 22.0 | 154 | 0.6231 | 0.6196 | 0.6231 | 0.7893 |
129
+ | No log | 22.2857 | 156 | 0.6269 | 0.5911 | 0.6269 | 0.7918 |
130
+ | No log | 22.5714 | 158 | 0.6159 | 0.6154 | 0.6159 | 0.7848 |
131
+ | No log | 22.8571 | 160 | 0.6527 | 0.5446 | 0.6527 | 0.8079 |
132
+ | No log | 23.1429 | 162 | 0.6590 | 0.5566 | 0.6590 | 0.8118 |
133
+ | No log | 23.4286 | 164 | 0.6148 | 0.6246 | 0.6148 | 0.7841 |
134
+ | No log | 23.7143 | 166 | 0.6160 | 0.6606 | 0.6160 | 0.7849 |
135
+ | No log | 24.0 | 168 | 0.6191 | 0.6606 | 0.6191 | 0.7868 |
136
+ | No log | 24.2857 | 170 | 0.6525 | 0.6334 | 0.6525 | 0.8078 |
137
+ | No log | 24.5714 | 172 | 0.7196 | 0.5860 | 0.7196 | 0.8483 |
138
+ | No log | 24.8571 | 174 | 0.6793 | 0.6490 | 0.6793 | 0.8242 |
139
+ | No log | 25.1429 | 176 | 0.6187 | 0.6606 | 0.6187 | 0.7866 |
140
+ | No log | 25.4286 | 178 | 0.6025 | 0.6426 | 0.6025 | 0.7762 |
141
+ | No log | 25.7143 | 180 | 0.6130 | 0.6426 | 0.6130 | 0.7830 |
142
+ | No log | 26.0 | 182 | 0.6714 | 0.5459 | 0.6714 | 0.8194 |
143
+ | No log | 26.2857 | 184 | 0.7240 | 0.6043 | 0.7240 | 0.8509 |
144
+ | No log | 26.5714 | 186 | 0.7571 | 0.5709 | 0.7571 | 0.8701 |
145
+ | No log | 26.8571 | 188 | 0.6859 | 0.5645 | 0.6859 | 0.8282 |
146
+ | No log | 27.1429 | 190 | 0.6325 | 0.5955 | 0.6325 | 0.7953 |
147
+ | No log | 27.4286 | 192 | 0.6464 | 0.6398 | 0.6464 | 0.8040 |
148
+ | No log | 27.7143 | 194 | 0.6351 | 0.6429 | 0.6351 | 0.7969 |
149
+ | No log | 28.0 | 196 | 0.6261 | 0.6035 | 0.6261 | 0.7912 |
150
+ | No log | 28.2857 | 198 | 0.6621 | 0.5759 | 0.6621 | 0.8137 |
151
+ | No log | 28.5714 | 200 | 0.6848 | 0.5459 | 0.6848 | 0.8275 |
152
+ | No log | 28.8571 | 202 | 0.6610 | 0.5446 | 0.6610 | 0.8130 |
153
+ | No log | 29.1429 | 204 | 0.6232 | 0.5971 | 0.6232 | 0.7895 |
154
+ | No log | 29.4286 | 206 | 0.6101 | 0.6167 | 0.6101 | 0.7811 |
155
+ | No log | 29.7143 | 208 | 0.6101 | 0.6215 | 0.6101 | 0.7811 |
156
+ | No log | 30.0 | 210 | 0.6112 | 0.6164 | 0.6112 | 0.7818 |
157
+ | No log | 30.2857 | 212 | 0.6341 | 0.5653 | 0.6341 | 0.7963 |
158
+ | No log | 30.5714 | 214 | 0.6348 | 0.5536 | 0.6348 | 0.7968 |
159
+ | No log | 30.8571 | 216 | 0.6114 | 0.6144 | 0.6114 | 0.7819 |
160
+ | No log | 31.1429 | 218 | 0.6003 | 0.6452 | 0.6003 | 0.7748 |
161
+ | No log | 31.4286 | 220 | 0.6014 | 0.6555 | 0.6014 | 0.7755 |
162
+ | No log | 31.7143 | 222 | 0.6052 | 0.6452 | 0.6052 | 0.7779 |
163
+ | No log | 32.0 | 224 | 0.6108 | 0.5737 | 0.6108 | 0.7815 |
164
+ | No log | 32.2857 | 226 | 0.6891 | 0.5686 | 0.6891 | 0.8302 |
165
+ | No log | 32.5714 | 228 | 0.7466 | 0.6025 | 0.7466 | 0.8640 |
166
+ | No log | 32.8571 | 230 | 0.6946 | 0.5553 | 0.6946 | 0.8334 |
167
+ | No log | 33.1429 | 232 | 0.6156 | 0.6144 | 0.6156 | 0.7846 |
168
+ | No log | 33.4286 | 234 | 0.6046 | 0.6275 | 0.6046 | 0.7776 |
169
+ | No log | 33.7143 | 236 | 0.6030 | 0.6275 | 0.6030 | 0.7765 |
170
+ | No log | 34.0 | 238 | 0.6072 | 0.6452 | 0.6072 | 0.7792 |
171
+ | No log | 34.2857 | 240 | 0.6364 | 0.6052 | 0.6364 | 0.7977 |
172
+ | No log | 34.5714 | 242 | 0.6869 | 0.6014 | 0.6869 | 0.8288 |
173
+ | No log | 34.8571 | 244 | 0.6785 | 0.6377 | 0.6785 | 0.8237 |
174
+ | No log | 35.1429 | 246 | 0.6224 | 0.5737 | 0.6224 | 0.7889 |
175
+ | No log | 35.4286 | 248 | 0.6174 | 0.5945 | 0.6174 | 0.7857 |
176
+ | No log | 35.7143 | 250 | 0.6454 | 0.5869 | 0.6454 | 0.8034 |
177
+ | No log | 36.0 | 252 | 0.6353 | 0.5614 | 0.6353 | 0.7970 |
178
+ | No log | 36.2857 | 254 | 0.6112 | 0.6364 | 0.6112 | 0.7818 |
179
+ | No log | 36.5714 | 256 | 0.6165 | 0.5748 | 0.6165 | 0.7852 |
180
+ | No log | 36.8571 | 258 | 0.6368 | 0.5865 | 0.6368 | 0.7980 |
181
+ | No log | 37.1429 | 260 | 0.6268 | 0.5865 | 0.6268 | 0.7917 |
182
+ | No log | 37.4286 | 262 | 0.6091 | 0.6144 | 0.6091 | 0.7804 |
183
+ | No log | 37.7143 | 264 | 0.6062 | 0.6426 | 0.6062 | 0.7786 |
184
+ | No log | 38.0 | 266 | 0.6107 | 0.6068 | 0.6107 | 0.7815 |
185
+ | No log | 38.2857 | 268 | 0.6050 | 0.6452 | 0.6050 | 0.7778 |
186
+ | No log | 38.5714 | 270 | 0.6054 | 0.6325 | 0.6054 | 0.7781 |
187
+ | No log | 38.8571 | 272 | 0.6179 | 0.5852 | 0.6179 | 0.7861 |
188
+ | No log | 39.1429 | 274 | 0.6324 | 0.6184 | 0.6324 | 0.7952 |
189
+ | No log | 39.4286 | 276 | 0.6154 | 0.5650 | 0.6154 | 0.7845 |
190
+ | No log | 39.7143 | 278 | 0.6099 | 0.6078 | 0.6099 | 0.7809 |
191
+ | No log | 40.0 | 280 | 0.6126 | 0.6057 | 0.6126 | 0.7827 |
192
+ | No log | 40.2857 | 282 | 0.6225 | 0.5943 | 0.6225 | 0.7890 |
193
+ | No log | 40.5714 | 284 | 0.6265 | 0.5610 | 0.6265 | 0.7915 |
194
+ | No log | 40.8571 | 286 | 0.6268 | 0.5402 | 0.6268 | 0.7917 |
195
+ | No log | 41.1429 | 288 | 0.6307 | 0.5301 | 0.6307 | 0.7942 |
196
+ | No log | 41.4286 | 290 | 0.6306 | 0.5650 | 0.6306 | 0.7941 |
197
+ | No log | 41.7143 | 292 | 0.6274 | 0.5650 | 0.6274 | 0.7921 |
198
+ | No log | 42.0 | 294 | 0.6513 | 0.5999 | 0.6513 | 0.8070 |
199
+ | No log | 42.2857 | 296 | 0.6633 | 0.5917 | 0.6633 | 0.8144 |
200
+ | No log | 42.5714 | 298 | 0.6596 | 0.5917 | 0.6596 | 0.8122 |
201
+ | No log | 42.8571 | 300 | 0.6227 | 0.5961 | 0.6227 | 0.7891 |
202
+ | No log | 43.1429 | 302 | 0.6064 | 0.6259 | 0.6064 | 0.7787 |
203
+ | No log | 43.4286 | 304 | 0.6075 | 0.6426 | 0.6075 | 0.7794 |
204
+ | No log | 43.7143 | 306 | 0.6260 | 0.5737 | 0.6260 | 0.7912 |
205
+ | No log | 44.0 | 308 | 0.6470 | 0.5862 | 0.6470 | 0.8043 |
206
+ | No log | 44.2857 | 310 | 0.6992 | 0.6004 | 0.6992 | 0.8362 |
207
+ | No log | 44.5714 | 312 | 0.7056 | 0.5946 | 0.7056 | 0.8400 |
208
+ | No log | 44.8571 | 314 | 0.6508 | 0.5748 | 0.6508 | 0.8067 |
209
+ | No log | 45.1429 | 316 | 0.6180 | 0.6606 | 0.6180 | 0.7861 |
210
+ | No log | 45.4286 | 318 | 0.6216 | 0.6606 | 0.6216 | 0.7884 |
211
+ | No log | 45.7143 | 320 | 0.6345 | 0.6482 | 0.6345 | 0.7966 |
212
+ | No log | 46.0 | 322 | 0.6901 | 0.6003 | 0.6901 | 0.8307 |
213
+ | No log | 46.2857 | 324 | 0.7971 | 0.6382 | 0.7971 | 0.8928 |
214
+ | No log | 46.5714 | 326 | 0.8008 | 0.6382 | 0.8008 | 0.8949 |
215
+ | No log | 46.8571 | 328 | 0.7238 | 0.6100 | 0.7238 | 0.8507 |
216
+ | No log | 47.1429 | 330 | 0.6473 | 0.6444 | 0.6473 | 0.8046 |
217
+ | No log | 47.4286 | 332 | 0.6077 | 0.6526 | 0.6077 | 0.7795 |
218
+ | No log | 47.7143 | 334 | 0.6130 | 0.6001 | 0.6130 | 0.7829 |
219
+ | No log | 48.0 | 336 | 0.6109 | 0.6018 | 0.6109 | 0.7816 |
220
+ | No log | 48.2857 | 338 | 0.6014 | 0.6364 | 0.6014 | 0.7755 |
221
+ | No log | 48.5714 | 340 | 0.6152 | 0.5843 | 0.6152 | 0.7843 |
222
+ | No log | 48.8571 | 342 | 0.6673 | 0.5686 | 0.6673 | 0.8169 |
223
+ | No log | 49.1429 | 344 | 0.7147 | 0.6032 | 0.7147 | 0.8454 |
224
+ | No log | 49.4286 | 346 | 0.7329 | 0.5881 | 0.7329 | 0.8561 |
225
+ | No log | 49.7143 | 348 | 0.6940 | 0.5770 | 0.6940 | 0.8331 |
226
+ | No log | 50.0 | 350 | 0.6400 | 0.5966 | 0.6400 | 0.8000 |
227
+ | No log | 50.2857 | 352 | 0.6171 | 0.6426 | 0.6171 | 0.7856 |
228
+ | No log | 50.5714 | 354 | 0.6120 | 0.6526 | 0.6120 | 0.7823 |
229
+ | No log | 50.8571 | 356 | 0.6075 | 0.6526 | 0.6075 | 0.7794 |
230
+ | No log | 51.1429 | 358 | 0.6039 | 0.6526 | 0.6039 | 0.7771 |
231
+ | No log | 51.4286 | 360 | 0.6010 | 0.6526 | 0.6010 | 0.7753 |
232
+ | No log | 51.7143 | 362 | 0.6096 | 0.6032 | 0.6096 | 0.7807 |
233
+ | No log | 52.0 | 364 | 0.6431 | 0.5887 | 0.6431 | 0.8019 |
234
+ | No log | 52.2857 | 366 | 0.6792 | 0.6341 | 0.6792 | 0.8241 |
235
+ | No log | 52.5714 | 368 | 0.6657 | 0.6488 | 0.6657 | 0.8159 |
236
+ | No log | 52.8571 | 370 | 0.6297 | 0.6052 | 0.6297 | 0.7936 |
237
+ | No log | 53.1429 | 372 | 0.6042 | 0.6615 | 0.6042 | 0.7773 |
238
+ | No log | 53.4286 | 374 | 0.5968 | 0.6325 | 0.5968 | 0.7725 |
239
+ | No log | 53.7143 | 376 | 0.5944 | 0.6325 | 0.5944 | 0.7710 |
240
+ | No log | 54.0 | 378 | 0.5931 | 0.6426 | 0.5931 | 0.7701 |
241
+ | No log | 54.2857 | 380 | 0.5922 | 0.6237 | 0.5922 | 0.7696 |
242
+ | No log | 54.5714 | 382 | 0.5946 | 0.6364 | 0.5946 | 0.7711 |
243
+ | No log | 54.8571 | 384 | 0.6008 | 0.6354 | 0.6008 | 0.7751 |
244
+ | No log | 55.1429 | 386 | 0.6037 | 0.6470 | 0.6037 | 0.7770 |
245
+ | No log | 55.4286 | 388 | 0.6032 | 0.5747 | 0.6032 | 0.7766 |
246
+ | No log | 55.7143 | 390 | 0.5994 | 0.6364 | 0.5994 | 0.7742 |
247
+ | No log | 56.0 | 392 | 0.5937 | 0.6364 | 0.5937 | 0.7705 |
248
+ | No log | 56.2857 | 394 | 0.5907 | 0.6526 | 0.5907 | 0.7686 |
249
+ | No log | 56.5714 | 396 | 0.5937 | 0.6508 | 0.5937 | 0.7705 |
250
+ | No log | 56.8571 | 398 | 0.6097 | 0.6508 | 0.6097 | 0.7808 |
251
+ | No log | 57.1429 | 400 | 0.6238 | 0.5940 | 0.6238 | 0.7898 |
252
+ | No log | 57.4286 | 402 | 0.6393 | 0.5940 | 0.6393 | 0.7996 |
253
+ | No log | 57.7143 | 404 | 0.6436 | 0.6377 | 0.6436 | 0.8022 |
254
+ | No log | 58.0 | 406 | 0.6572 | 0.6377 | 0.6572 | 0.8107 |
255
+ | No log | 58.2857 | 408 | 0.6916 | 0.6436 | 0.6916 | 0.8316 |
256
+ | No log | 58.5714 | 410 | 0.6700 | 0.6353 | 0.6700 | 0.8185 |
257
+ | No log | 58.8571 | 412 | 0.6326 | 0.6265 | 0.6326 | 0.7954 |
258
+ | No log | 59.1429 | 414 | 0.6042 | 0.6508 | 0.6042 | 0.7773 |
259
+ | No log | 59.4286 | 416 | 0.5994 | 0.6426 | 0.5994 | 0.7742 |
260
+ | No log | 59.7143 | 418 | 0.5984 | 0.6325 | 0.5984 | 0.7736 |
261
+ | No log | 60.0 | 420 | 0.5994 | 0.6325 | 0.5994 | 0.7742 |
262
+ | No log | 60.2857 | 422 | 0.6045 | 0.6334 | 0.6045 | 0.7775 |
263
+ | No log | 60.5714 | 424 | 0.6159 | 0.6265 | 0.6159 | 0.7848 |
264
+ | No log | 60.8571 | 426 | 0.6224 | 0.6265 | 0.6224 | 0.7889 |
265
+ | No log | 61.1429 | 428 | 0.6214 | 0.6070 | 0.6214 | 0.7883 |
266
+ | No log | 61.4286 | 430 | 0.6114 | 0.6144 | 0.6114 | 0.7819 |
267
+ | No log | 61.7143 | 432 | 0.6046 | 0.6144 | 0.6046 | 0.7776 |
268
+ | No log | 62.0 | 434 | 0.6050 | 0.6144 | 0.6050 | 0.7778 |
269
+ | No log | 62.2857 | 436 | 0.6153 | 0.6144 | 0.6153 | 0.7844 |
270
+ | No log | 62.5714 | 438 | 0.6107 | 0.6144 | 0.6107 | 0.7815 |
271
+ | No log | 62.8571 | 440 | 0.6071 | 0.6144 | 0.6071 | 0.7792 |
272
+ | No log | 63.1429 | 442 | 0.6025 | 0.6144 | 0.6025 | 0.7762 |
273
+ | No log | 63.4286 | 444 | 0.6019 | 0.6144 | 0.6019 | 0.7758 |
274
+ | No log | 63.7143 | 446 | 0.6092 | 0.6334 | 0.6092 | 0.7805 |
275
+ | No log | 64.0 | 448 | 0.6424 | 0.6184 | 0.6424 | 0.8015 |
276
+ | No log | 64.2857 | 450 | 0.6696 | 0.6275 | 0.6696 | 0.8183 |
277
+ | No log | 64.5714 | 452 | 0.6633 | 0.6275 | 0.6633 | 0.8144 |
278
+ | No log | 64.8571 | 454 | 0.6482 | 0.6164 | 0.6482 | 0.8051 |
279
+ | No log | 65.1429 | 456 | 0.6270 | 0.6311 | 0.6270 | 0.7918 |
280
+ | No log | 65.4286 | 458 | 0.6185 | 0.6334 | 0.6185 | 0.7865 |
281
+ | No log | 65.7143 | 460 | 0.6108 | 0.6334 | 0.6108 | 0.7816 |
282
+ | No log | 66.0 | 462 | 0.6094 | 0.6368 | 0.6094 | 0.7807 |
283
+ | No log | 66.2857 | 464 | 0.6159 | 0.6184 | 0.6159 | 0.7848 |
284
+ | No log | 66.5714 | 466 | 0.6185 | 0.5770 | 0.6185 | 0.7865 |
285
+ | No log | 66.8571 | 468 | 0.6113 | 0.6368 | 0.6113 | 0.7818 |
286
+ | No log | 67.1429 | 470 | 0.6045 | 0.6334 | 0.6045 | 0.7775 |
287
+ | No log | 67.4286 | 472 | 0.6005 | 0.6334 | 0.6005 | 0.7749 |
288
+ | No log | 67.7143 | 474 | 0.5951 | 0.6144 | 0.5951 | 0.7714 |
289
+ | No log | 68.0 | 476 | 0.5959 | 0.6144 | 0.5959 | 0.7720 |
290
+ | No log | 68.2857 | 478 | 0.5924 | 0.6144 | 0.5924 | 0.7697 |
291
+ | No log | 68.5714 | 480 | 0.5903 | 0.6246 | 0.5903 | 0.7683 |
292
+ | No log | 68.8571 | 482 | 0.5896 | 0.6246 | 0.5896 | 0.7678 |
293
+ | No log | 69.1429 | 484 | 0.5890 | 0.6246 | 0.5890 | 0.7675 |
294
+ | No log | 69.4286 | 486 | 0.5888 | 0.6246 | 0.5888 | 0.7673 |
295
+ | No log | 69.7143 | 488 | 0.5888 | 0.6215 | 0.5888 | 0.7673 |
296
+ | No log | 70.0 | 490 | 0.5895 | 0.6215 | 0.5895 | 0.7678 |
297
+ | No log | 70.2857 | 492 | 0.5910 | 0.6237 | 0.5910 | 0.7688 |
298
+ | No log | 70.5714 | 494 | 0.5911 | 0.5995 | 0.5911 | 0.7688 |
299
+ | No log | 70.8571 | 496 | 0.5863 | 0.6237 | 0.5863 | 0.7657 |
300
+ | No log | 71.1429 | 498 | 0.5870 | 0.6144 | 0.5870 | 0.7662 |
301
+ | 0.1606 | 71.4286 | 500 | 0.5935 | 0.6144 | 0.5935 | 0.7704 |
302
+ | 0.1606 | 71.7143 | 502 | 0.6017 | 0.6144 | 0.6017 | 0.7757 |
303
+ | 0.1606 | 72.0 | 504 | 0.6197 | 0.6761 | 0.6197 | 0.7872 |
304
+ | 0.1606 | 72.2857 | 506 | 0.6340 | 0.6377 | 0.6340 | 0.7962 |
305
+ | 0.1606 | 72.5714 | 508 | 0.6478 | 0.6377 | 0.6478 | 0.8049 |
306
+ | 0.1606 | 72.8571 | 510 | 0.6764 | 0.6204 | 0.6764 | 0.8224 |
307
+ | 0.1606 | 73.1429 | 512 | 0.6861 | 0.6173 | 0.6861 | 0.8283 |
308
+ | 0.1606 | 73.4286 | 514 | 0.6691 | 0.6353 | 0.6691 | 0.8180 |
309
+ | 0.1606 | 73.7143 | 516 | 0.6439 | 0.6653 | 0.6439 | 0.8024 |
310
+ | 0.1606 | 74.0 | 518 | 0.6308 | 0.6653 | 0.6308 | 0.7942 |
311
+ | 0.1606 | 74.2857 | 520 | 0.6349 | 0.6653 | 0.6349 | 0.7968 |
312
+ | 0.1606 | 74.5714 | 522 | 0.6511 | 0.6729 | 0.6511 | 0.8069 |
313
+ | 0.1606 | 74.8571 | 524 | 0.6635 | 0.6353 | 0.6635 | 0.8145 |
314
+ | 0.1606 | 75.1429 | 526 | 0.6741 | 0.6353 | 0.6741 | 0.8210 |
315
+ | 0.1606 | 75.4286 | 528 | 0.6751 | 0.6461 | 0.6751 | 0.8216 |
316
+ | 0.1606 | 75.7143 | 530 | 0.6515 | 0.6377 | 0.6515 | 0.8071 |
317
+ | 0.1606 | 76.0 | 532 | 0.6210 | 0.6653 | 0.6210 | 0.7881 |
318
+ | 0.1606 | 76.2857 | 534 | 0.6026 | 0.6144 | 0.6026 | 0.7763 |
319
+ | 0.1606 | 76.5714 | 536 | 0.5961 | 0.6164 | 0.5961 | 0.7720 |
320
+ | 0.1606 | 76.8571 | 538 | 0.5950 | 0.6164 | 0.5950 | 0.7713 |
321
+ | 0.1606 | 77.1429 | 540 | 0.5968 | 0.6164 | 0.5968 | 0.7726 |
322
+ | 0.1606 | 77.4286 | 542 | 0.6002 | 0.6164 | 0.6002 | 0.7747 |
323
+ | 0.1606 | 77.7143 | 544 | 0.6053 | 0.5748 | 0.6053 | 0.7780 |
324
+ | 0.1606 | 78.0 | 546 | 0.6043 | 0.5737 | 0.6043 | 0.7774 |
325
+ | 0.1606 | 78.2857 | 548 | 0.6059 | 0.5940 | 0.6059 | 0.7784 |
326
+ | 0.1606 | 78.5714 | 550 | 0.6045 | 0.6334 | 0.6045 | 0.7775 |
327
+ | 0.1606 | 78.8571 | 552 | 0.6047 | 0.6334 | 0.6047 | 0.7776 |
328
+ | 0.1606 | 79.1429 | 554 | 0.6077 | 0.6334 | 0.6077 | 0.7795 |
329
+ | 0.1606 | 79.4286 | 556 | 0.6104 | 0.6334 | 0.6104 | 0.7813 |
330
+ | 0.1606 | 79.7143 | 558 | 0.6158 | 0.6334 | 0.6158 | 0.7848 |
331
+ | 0.1606 | 80.0 | 560 | 0.6184 | 0.6334 | 0.6184 | 0.7864 |
332
+ | 0.1606 | 80.2857 | 562 | 0.6272 | 0.6334 | 0.6272 | 0.7920 |
333
+ | 0.1606 | 80.5714 | 564 | 0.6261 | 0.6334 | 0.6261 | 0.7912 |
334
+ | 0.1606 | 80.8571 | 566 | 0.6155 | 0.6334 | 0.6155 | 0.7845 |
335
+ | 0.1606 | 81.1429 | 568 | 0.6090 | 0.6334 | 0.6090 | 0.7804 |
336
+ | 0.1606 | 81.4286 | 570 | 0.6056 | 0.5940 | 0.6056 | 0.7782 |
337
+ | 0.1606 | 81.7143 | 572 | 0.6059 | 0.5737 | 0.6059 | 0.7784 |
338
+ | 0.1606 | 82.0 | 574 | 0.6031 | 0.5748 | 0.6031 | 0.7766 |
339
+ | 0.1606 | 82.2857 | 576 | 0.6006 | 0.5854 | 0.6006 | 0.7750 |
340
+ | 0.1606 | 82.5714 | 578 | 0.5996 | 0.6269 | 0.5996 | 0.7744 |
341
+ | 0.1606 | 82.8571 | 580 | 0.5991 | 0.6269 | 0.5991 | 0.7740 |
342
+ | 0.1606 | 83.1429 | 582 | 0.5989 | 0.6269 | 0.5989 | 0.7739 |
343
+ | 0.1606 | 83.4286 | 584 | 0.5983 | 0.6269 | 0.5983 | 0.7735 |
344
+ | 0.1606 | 83.7143 | 586 | 0.5975 | 0.6269 | 0.5975 | 0.7730 |
345
+ | 0.1606 | 84.0 | 588 | 0.5967 | 0.6269 | 0.5967 | 0.7724 |
346
+ | 0.1606 | 84.2857 | 590 | 0.5968 | 0.6269 | 0.5968 | 0.7725 |
347
+ | 0.1606 | 84.5714 | 592 | 0.5984 | 0.6246 | 0.5984 | 0.7736 |
348
+ | 0.1606 | 84.8571 | 594 | 0.6002 | 0.6435 | 0.6002 | 0.7747 |
349
+ | 0.1606 | 85.1429 | 596 | 0.6041 | 0.6334 | 0.6041 | 0.7772 |
350
+ | 0.1606 | 85.4286 | 598 | 0.6116 | 0.6334 | 0.6116 | 0.7820 |
351
+ | 0.1606 | 85.7143 | 600 | 0.6178 | 0.6334 | 0.6178 | 0.7860 |
352
+ | 0.1606 | 86.0 | 602 | 0.6189 | 0.6334 | 0.6189 | 0.7867 |
353
+ | 0.1606 | 86.2857 | 604 | 0.6163 | 0.6334 | 0.6163 | 0.7850 |
354
+ | 0.1606 | 86.5714 | 606 | 0.6123 | 0.6334 | 0.6123 | 0.7825 |
355
+ | 0.1606 | 86.8571 | 608 | 0.6119 | 0.6334 | 0.6119 | 0.7822 |
356
+ | 0.1606 | 87.1429 | 610 | 0.6092 | 0.6334 | 0.6092 | 0.7805 |
357
+ | 0.1606 | 87.4286 | 612 | 0.6074 | 0.6334 | 0.6074 | 0.7793 |
358
+ | 0.1606 | 87.7143 | 614 | 0.6059 | 0.6334 | 0.6059 | 0.7784 |
359
+ | 0.1606 | 88.0 | 616 | 0.6037 | 0.6334 | 0.6037 | 0.7770 |
360
+ | 0.1606 | 88.2857 | 618 | 0.6008 | 0.6334 | 0.6008 | 0.7751 |
361
+ | 0.1606 | 88.5714 | 620 | 0.5978 | 0.6334 | 0.5978 | 0.7732 |
362
+ | 0.1606 | 88.8571 | 622 | 0.5963 | 0.6246 | 0.5963 | 0.7722 |
363
+ | 0.1606 | 89.1429 | 624 | 0.5965 | 0.6246 | 0.5965 | 0.7723 |
364
+ | 0.1606 | 89.4286 | 626 | 0.5975 | 0.6144 | 0.5975 | 0.7730 |
365
+ | 0.1606 | 89.7143 | 628 | 0.6004 | 0.6144 | 0.6004 | 0.7748 |
366
+ | 0.1606 | 90.0 | 630 | 0.6030 | 0.6334 | 0.6030 | 0.7765 |
367
+ | 0.1606 | 90.2857 | 632 | 0.6047 | 0.6334 | 0.6047 | 0.7777 |
368
+ | 0.1606 | 90.5714 | 634 | 0.6045 | 0.6334 | 0.6045 | 0.7775 |
369
+ | 0.1606 | 90.8571 | 636 | 0.6037 | 0.6334 | 0.6037 | 0.7770 |
370
+ | 0.1606 | 91.1429 | 638 | 0.6039 | 0.6334 | 0.6039 | 0.7771 |
371
+ | 0.1606 | 91.4286 | 640 | 0.6062 | 0.6334 | 0.6062 | 0.7786 |
372
+ | 0.1606 | 91.7143 | 642 | 0.6113 | 0.5940 | 0.6113 | 0.7818 |
373
+ | 0.1606 | 92.0 | 644 | 0.6155 | 0.5940 | 0.6155 | 0.7845 |
374
+ | 0.1606 | 92.2857 | 646 | 0.6165 | 0.5940 | 0.6165 | 0.7851 |
375
+ | 0.1606 | 92.5714 | 648 | 0.6176 | 0.5940 | 0.6176 | 0.7859 |
376
+ | 0.1606 | 92.8571 | 650 | 0.6173 | 0.5940 | 0.6173 | 0.7857 |
377
 
378
 
379
  ### Framework versions