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ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k13_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k12_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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- # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k12_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: 0.5950
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- - Qwk: 0.5193
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- - Mse: 0.5950
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- - Rmse: 0.7714
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  ## Model description
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@@ -47,513 +47,281 @@ 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 | 0.0317 | 2 | 4.3979 | -0.0115 | 4.3979 | 2.0971 |
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- | No log | 0.0635 | 4 | 2.2898 | 0.0431 | 2.2898 | 1.5132 |
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- | No log | 0.0952 | 6 | 1.2533 | 0.0302 | 1.2533 | 1.1195 |
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- | No log | 0.1270 | 8 | 1.3117 | -0.0505 | 1.3117 | 1.1453 |
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- | No log | 0.1587 | 10 | 1.2201 | -0.1641 | 1.2201 | 1.1046 |
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- | No log | 0.1905 | 12 | 0.9332 | 0.0730 | 0.9332 | 0.9660 |
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- | No log | 0.2222 | 14 | 0.8426 | 0.1417 | 0.8426 | 0.9179 |
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- | No log | 0.2540 | 16 | 0.7793 | 0.2125 | 0.7793 | 0.8828 |
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- | No log | 0.2857 | 18 | 1.0486 | 0.1990 | 1.0486 | 1.0240 |
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- | No log | 0.3175 | 20 | 1.8931 | 0.1392 | 1.8931 | 1.3759 |
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- | No log | 0.3492 | 22 | 1.4227 | 0.1652 | 1.4227 | 1.1928 |
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- | No log | 0.3810 | 24 | 0.7422 | 0.3773 | 0.7422 | 0.8615 |
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- | No log | 0.4127 | 26 | 0.6758 | 0.3097 | 0.6758 | 0.8220 |
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- | No log | 0.4444 | 28 | 0.6569 | 0.4029 | 0.6569 | 0.8105 |
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- | No log | 0.4762 | 30 | 0.6460 | 0.3884 | 0.6460 | 0.8038 |
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- | No log | 0.5079 | 32 | 0.6860 | 0.4277 | 0.6860 | 0.8282 |
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- | No log | 0.5397 | 34 | 1.1220 | 0.2693 | 1.1220 | 1.0592 |
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- | No log | 0.5714 | 36 | 1.9296 | 0.1924 | 1.9296 | 1.3891 |
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- | No log | 0.6032 | 38 | 2.1556 | 0.1601 | 2.1556 | 1.4682 |
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- | No log | 0.6349 | 40 | 1.6610 | 0.2118 | 1.6610 | 1.2888 |
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- | No log | 0.6667 | 42 | 1.2274 | 0.1567 | 1.2274 | 1.1079 |
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- | No log | 0.6984 | 44 | 0.8146 | 0.2947 | 0.8146 | 0.9025 |
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- | No log | 0.7302 | 46 | 0.6466 | 0.3585 | 0.6466 | 0.8041 |
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- | No log | 0.7619 | 48 | 0.6274 | 0.3728 | 0.6274 | 0.7921 |
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- | No log | 0.7937 | 50 | 0.6135 | 0.3801 | 0.6135 | 0.7832 |
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- | No log | 0.8254 | 52 | 0.6186 | 0.3843 | 0.6186 | 0.7865 |
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- | No log | 0.8571 | 54 | 0.6496 | 0.3460 | 0.6496 | 0.8060 |
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- | No log | 0.8889 | 56 | 0.6500 | 0.3460 | 0.6500 | 0.8062 |
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- | No log | 0.9206 | 58 | 0.6825 | 0.3529 | 0.6825 | 0.8262 |
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- | No log | 0.9524 | 60 | 0.8862 | 0.3714 | 0.8862 | 0.9414 |
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- | No log | 0.9841 | 62 | 1.1617 | 0.3642 | 1.1617 | 1.0778 |
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- | No log | 1.0159 | 64 | 1.3702 | 0.2736 | 1.3702 | 1.1706 |
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- | No log | 1.0476 | 66 | 0.8554 | 0.3978 | 0.8554 | 0.9249 |
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- | No log | 1.0794 | 68 | 0.6271 | 0.4444 | 0.6271 | 0.7919 |
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- | No log | 1.1111 | 70 | 0.6042 | 0.4935 | 0.6042 | 0.7773 |
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- | No log | 1.1429 | 72 | 0.5938 | 0.4016 | 0.5938 | 0.7706 |
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- | No log | 1.1746 | 74 | 0.6118 | 0.4239 | 0.6118 | 0.7822 |
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- | No log | 1.2063 | 76 | 0.6024 | 0.3617 | 0.6024 | 0.7761 |
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- | No log | 1.2381 | 78 | 0.6482 | 0.3729 | 0.6482 | 0.8051 |
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- | No log | 1.2698 | 80 | 0.8944 | 0.3286 | 0.8944 | 0.9457 |
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- | No log | 1.3016 | 82 | 0.8622 | 0.3040 | 0.8622 | 0.9285 |
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- | No log | 1.3333 | 84 | 0.6627 | 0.3641 | 0.6627 | 0.8140 |
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- | No log | 1.3651 | 86 | 0.6115 | 0.3823 | 0.6115 | 0.7820 |
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- | No log | 1.3968 | 88 | 0.6720 | 0.3183 | 0.6720 | 0.8197 |
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- | No log | 1.4286 | 90 | 0.6879 | 0.3481 | 0.6879 | 0.8294 |
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- | No log | 1.4603 | 92 | 0.6344 | 0.3857 | 0.6344 | 0.7965 |
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- | No log | 1.4921 | 94 | 0.7410 | 0.3564 | 0.7410 | 0.8608 |
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- | No log | 1.5238 | 96 | 1.1027 | 0.0848 | 1.1027 | 1.0501 |
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- | No log | 1.5556 | 98 | 1.2901 | 0.1662 | 1.2901 | 1.1358 |
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- | No log | 1.5873 | 100 | 1.0792 | 0.2068 | 1.0792 | 1.0388 |
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- | No log | 1.6190 | 102 | 0.6678 | 0.4274 | 0.6678 | 0.8172 |
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- | No log | 1.6508 | 104 | 0.6573 | 0.5230 | 0.6573 | 0.8107 |
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- | No log | 1.6825 | 106 | 0.6978 | 0.5046 | 0.6978 | 0.8353 |
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- | No log | 1.7143 | 108 | 0.6135 | 0.5287 | 0.6135 | 0.7832 |
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- | No log | 1.7460 | 110 | 0.6458 | 0.4845 | 0.6458 | 0.8036 |
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- | No log | 1.7778 | 112 | 0.7864 | 0.4967 | 0.7864 | 0.8868 |
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- | No log | 1.8095 | 114 | 0.8526 | 0.4708 | 0.8526 | 0.9233 |
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- | No log | 1.8413 | 116 | 0.7636 | 0.5200 | 0.7636 | 0.8738 |
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- | No log | 1.8730 | 118 | 0.7024 | 0.5610 | 0.7024 | 0.8381 |
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- | No log | 1.9048 | 120 | 0.6108 | 0.5109 | 0.6108 | 0.7815 |
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- | No log | 1.9365 | 122 | 0.5753 | 0.4998 | 0.5753 | 0.7585 |
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- | No log | 1.9683 | 124 | 0.5798 | 0.5602 | 0.5798 | 0.7614 |
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- | No log | 2.0 | 126 | 0.5724 | 0.5127 | 0.5724 | 0.7566 |
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- | No log | 2.0317 | 128 | 0.5935 | 0.5652 | 0.5935 | 0.7704 |
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- | No log | 2.0635 | 130 | 0.5728 | 0.5337 | 0.5728 | 0.7568 |
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- | No log | 2.0952 | 132 | 0.6283 | 0.5734 | 0.6283 | 0.7926 |
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- | No log | 2.1270 | 134 | 0.8178 | 0.4745 | 0.8178 | 0.9043 |
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- | No log | 2.1587 | 136 | 0.8622 | 0.4527 | 0.8622 | 0.9285 |
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- | No log | 2.1905 | 138 | 0.7459 | 0.5141 | 0.7459 | 0.8637 |
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- | No log | 2.2222 | 140 | 0.5867 | 0.5935 | 0.5867 | 0.7660 |
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- | No log | 2.2540 | 142 | 0.6255 | 0.5552 | 0.6255 | 0.7909 |
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- | No log | 2.2857 | 144 | 0.6822 | 0.5324 | 0.6822 | 0.8260 |
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- | No log | 2.3175 | 146 | 0.6211 | 0.5492 | 0.6211 | 0.7881 |
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- | No log | 2.3492 | 148 | 0.5608 | 0.4918 | 0.5608 | 0.7489 |
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- | No log | 2.3810 | 150 | 0.5633 | 0.5707 | 0.5633 | 0.7506 |
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- | No log | 2.4127 | 152 | 0.5799 | 0.5529 | 0.5799 | 0.7615 |
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- | No log | 2.4444 | 154 | 0.5543 | 0.5255 | 0.5543 | 0.7445 |
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- | No log | 2.4762 | 156 | 0.5479 | 0.5481 | 0.5479 | 0.7402 |
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- | No log | 2.5079 | 158 | 0.5502 | 0.4914 | 0.5502 | 0.7418 |
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- | No log | 2.5397 | 160 | 0.5416 | 0.5169 | 0.5416 | 0.7359 |
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- | No log | 2.5714 | 162 | 0.5516 | 0.4948 | 0.5516 | 0.7427 |
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- | No log | 2.6032 | 164 | 0.6038 | 0.4507 | 0.6038 | 0.7771 |
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- | No log | 2.6349 | 166 | 0.6080 | 0.4641 | 0.6080 | 0.7797 |
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- | No log | 2.6667 | 168 | 0.5679 | 0.4774 | 0.5679 | 0.7536 |
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- | No log | 2.6984 | 170 | 0.6170 | 0.5078 | 0.6170 | 0.7855 |
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- | No log | 2.7302 | 172 | 0.6321 | 0.4931 | 0.6321 | 0.7950 |
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- | No log | 2.7619 | 174 | 0.6222 | 0.4898 | 0.6222 | 0.7888 |
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- | No log | 2.7937 | 176 | 0.6322 | 0.4686 | 0.6322 | 0.7951 |
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- | No log | 2.8254 | 178 | 0.6480 | 0.4832 | 0.6480 | 0.8050 |
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- | No log | 2.8571 | 180 | 0.6443 | 0.4897 | 0.6443 | 0.8027 |
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- | No log | 2.8889 | 182 | 0.6319 | 0.4863 | 0.6319 | 0.7949 |
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- | No log | 2.9206 | 184 | 0.6182 | 0.4991 | 0.6182 | 0.7862 |
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- | No log | 2.9524 | 186 | 0.6146 | 0.5122 | 0.6146 | 0.7840 |
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- | No log | 2.9841 | 188 | 0.6140 | 0.4853 | 0.6140 | 0.7836 |
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- | No log | 3.0159 | 190 | 0.6625 | 0.4658 | 0.6625 | 0.8139 |
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- | No log | 3.0476 | 192 | 0.7147 | 0.4615 | 0.7147 | 0.8454 |
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- | No log | 3.0794 | 194 | 0.6649 | 0.4721 | 0.6649 | 0.8154 |
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- | No log | 3.1111 | 196 | 0.6356 | 0.4192 | 0.6356 | 0.7972 |
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- | No log | 3.1429 | 198 | 0.6743 | 0.4854 | 0.6743 | 0.8212 |
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- | No log | 3.1746 | 200 | 0.6856 | 0.4812 | 0.6856 | 0.8280 |
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- | No log | 3.2063 | 202 | 0.6652 | 0.3870 | 0.6652 | 0.8156 |
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- | No log | 3.2381 | 204 | 0.7199 | 0.4102 | 0.7199 | 0.8485 |
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- | No log | 3.2698 | 206 | 0.7115 | 0.4162 | 0.7115 | 0.8435 |
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- | No log | 3.3016 | 208 | 0.6685 | 0.4504 | 0.6685 | 0.8176 |
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- | No log | 3.3333 | 210 | 0.6722 | 0.4255 | 0.6722 | 0.8199 |
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- | No log | 3.3651 | 212 | 0.6574 | 0.48 | 0.6574 | 0.8108 |
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- | No log | 3.3968 | 214 | 0.6893 | 0.4381 | 0.6893 | 0.8303 |
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- | No log | 3.4286 | 216 | 0.6947 | 0.4472 | 0.6947 | 0.8335 |
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- | No log | 3.4603 | 218 | 0.6459 | 0.4155 | 0.6459 | 0.8037 |
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- | No log | 3.4921 | 220 | 0.6435 | 0.3668 | 0.6435 | 0.8022 |
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- | No log | 3.5238 | 222 | 0.6741 | 0.3227 | 0.6741 | 0.8210 |
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- | No log | 3.5556 | 224 | 0.6530 | 0.3965 | 0.6530 | 0.8081 |
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- | No log | 3.5873 | 226 | 0.6461 | 0.4730 | 0.6461 | 0.8038 |
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- | No log | 3.6190 | 228 | 0.6620 | 0.4434 | 0.6620 | 0.8136 |
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- | No log | 3.6508 | 230 | 0.8151 | 0.4395 | 0.8151 | 0.9028 |
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- | No log | 3.6825 | 232 | 0.9206 | 0.3471 | 0.9206 | 0.9595 |
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- | No log | 3.7143 | 234 | 0.7957 | 0.3915 | 0.7957 | 0.8920 |
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- | No log | 3.7460 | 236 | 0.6353 | 0.4422 | 0.6353 | 0.7971 |
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- | No log | 3.7778 | 238 | 0.6787 | 0.3534 | 0.6787 | 0.8238 |
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- | No log | 3.8095 | 240 | 0.7325 | 0.3778 | 0.7325 | 0.8559 |
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- | No log | 3.8413 | 242 | 0.6777 | 0.3239 | 0.6777 | 0.8232 |
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- | No log | 3.8730 | 244 | 0.6234 | 0.4071 | 0.6234 | 0.7896 |
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- | No log | 3.9048 | 246 | 0.6346 | 0.4554 | 0.6346 | 0.7966 |
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- | No log | 3.9365 | 248 | 0.6289 | 0.3982 | 0.6289 | 0.7930 |
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- | No log | 3.9683 | 250 | 0.6332 | 0.4144 | 0.6332 | 0.7957 |
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- | No log | 4.0 | 252 | 0.6386 | 0.4292 | 0.6386 | 0.7991 |
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- | No log | 4.0317 | 254 | 0.6588 | 0.4100 | 0.6588 | 0.8117 |
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- | No log | 4.0635 | 256 | 0.6986 | 0.4386 | 0.6986 | 0.8359 |
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- | No log | 4.0952 | 258 | 0.6890 | 0.4133 | 0.6890 | 0.8300 |
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- | No log | 4.1270 | 260 | 0.6784 | 0.4039 | 0.6784 | 0.8236 |
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- | No log | 4.1587 | 262 | 0.6956 | 0.4405 | 0.6956 | 0.8340 |
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- | No log | 4.1905 | 264 | 0.6968 | 0.4405 | 0.6968 | 0.8347 |
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- | No log | 4.2222 | 266 | 0.7041 | 0.4495 | 0.7041 | 0.8391 |
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- | No log | 4.2540 | 268 | 0.6727 | 0.4282 | 0.6727 | 0.8202 |
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- | No log | 4.2857 | 270 | 0.6339 | 0.4956 | 0.6339 | 0.7962 |
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- | No log | 4.3175 | 272 | 0.6372 | 0.4664 | 0.6372 | 0.7982 |
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- | No log | 4.3492 | 274 | 0.6252 | 0.4815 | 0.6252 | 0.7907 |
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- | No log | 4.3810 | 276 | 0.6643 | 0.3631 | 0.6643 | 0.8151 |
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- | No log | 4.4127 | 278 | 0.6900 | 0.4009 | 0.6900 | 0.8307 |
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- | No log | 4.4444 | 280 | 0.6605 | 0.3552 | 0.6605 | 0.8127 |
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- | No log | 4.4762 | 282 | 0.6581 | 0.3798 | 0.6581 | 0.8113 |
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- | No log | 4.5079 | 284 | 0.6676 | 0.4802 | 0.6676 | 0.8171 |
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- | No log | 4.5397 | 286 | 0.6798 | 0.4984 | 0.6798 | 0.8245 |
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- | No log | 4.5714 | 288 | 0.6944 | 0.5128 | 0.6944 | 0.8333 |
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- | No log | 4.6032 | 290 | 0.7125 | 0.4773 | 0.7125 | 0.8441 |
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- | No log | 4.6349 | 292 | 0.6961 | 0.5103 | 0.6961 | 0.8343 |
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- | No log | 4.6667 | 294 | 0.7100 | 0.5405 | 0.7100 | 0.8426 |
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- | No log | 4.6984 | 296 | 0.7035 | 0.5195 | 0.7035 | 0.8388 |
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- | No log | 4.7302 | 298 | 0.6957 | 0.5024 | 0.6957 | 0.8341 |
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- | No log | 4.7619 | 300 | 0.7402 | 0.3950 | 0.7402 | 0.8604 |
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- | No log | 4.7937 | 302 | 0.8106 | 0.4047 | 0.8106 | 0.9004 |
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- | No log | 4.8254 | 304 | 0.7294 | 0.4241 | 0.7294 | 0.8540 |
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- | No log | 4.8571 | 306 | 0.6999 | 0.4371 | 0.6999 | 0.8366 |
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- | No log | 4.8889 | 308 | 0.7003 | 0.4496 | 0.7003 | 0.8368 |
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- | No log | 4.9206 | 310 | 0.7271 | 0.4255 | 0.7271 | 0.8527 |
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- | No log | 4.9524 | 312 | 0.7159 | 0.4349 | 0.7159 | 0.8461 |
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- | No log | 4.9841 | 314 | 0.6559 | 0.4151 | 0.6559 | 0.8099 |
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- | No log | 5.0159 | 316 | 0.6594 | 0.3821 | 0.6594 | 0.8121 |
210
- | No log | 5.0476 | 318 | 0.6623 | 0.3994 | 0.6623 | 0.8138 |
211
- | No log | 5.0794 | 320 | 0.6537 | 0.4110 | 0.6537 | 0.8085 |
212
- | No log | 5.1111 | 322 | 0.6771 | 0.4573 | 0.6771 | 0.8229 |
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- | No log | 5.1429 | 324 | 0.6920 | 0.4444 | 0.6920 | 0.8319 |
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- | No log | 5.1746 | 326 | 0.6982 | 0.4606 | 0.6982 | 0.8356 |
215
- | No log | 5.2063 | 328 | 0.6801 | 0.4519 | 0.6801 | 0.8247 |
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- | No log | 5.2381 | 330 | 0.6892 | 0.4467 | 0.6892 | 0.8302 |
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- | No log | 5.2698 | 332 | 0.6935 | 0.4621 | 0.6935 | 0.8328 |
218
- | No log | 5.3016 | 334 | 0.6485 | 0.4694 | 0.6485 | 0.8053 |
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- | No log | 5.3333 | 336 | 0.6146 | 0.4657 | 0.6146 | 0.7839 |
220
- | No log | 5.3651 | 338 | 0.6165 | 0.4410 | 0.6165 | 0.7852 |
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- | No log | 5.3968 | 340 | 0.6029 | 0.4489 | 0.6029 | 0.7764 |
222
- | No log | 5.4286 | 342 | 0.6016 | 0.4863 | 0.6016 | 0.7756 |
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- | No log | 5.4603 | 344 | 0.6104 | 0.5164 | 0.6104 | 0.7813 |
224
- | No log | 5.4921 | 346 | 0.6651 | 0.4863 | 0.6651 | 0.8156 |
225
- | No log | 5.5238 | 348 | 0.6696 | 0.5009 | 0.6696 | 0.8183 |
226
- | No log | 5.5556 | 350 | 0.7074 | 0.4767 | 0.7074 | 0.8410 |
227
- | No log | 5.5873 | 352 | 0.7018 | 0.5133 | 0.7018 | 0.8377 |
228
- | No log | 5.6190 | 354 | 0.6463 | 0.4852 | 0.6463 | 0.8039 |
229
- | No log | 5.6508 | 356 | 0.6053 | 0.4332 | 0.6053 | 0.7780 |
230
- | No log | 5.6825 | 358 | 0.6286 | 0.4779 | 0.6286 | 0.7929 |
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- | No log | 5.7143 | 360 | 0.6531 | 0.4184 | 0.6531 | 0.8081 |
232
- | No log | 5.7460 | 362 | 0.6520 | 0.3782 | 0.6520 | 0.8074 |
233
- | No log | 5.7778 | 364 | 0.6324 | 0.4276 | 0.6324 | 0.7952 |
234
- | No log | 5.8095 | 366 | 0.6399 | 0.4793 | 0.6399 | 0.8000 |
235
- | No log | 5.8413 | 368 | 0.6415 | 0.4633 | 0.6415 | 0.8009 |
236
- | No log | 5.8730 | 370 | 0.6352 | 0.4751 | 0.6352 | 0.7970 |
237
- | No log | 5.9048 | 372 | 0.6375 | 0.4846 | 0.6375 | 0.7984 |
238
- | No log | 5.9365 | 374 | 0.6410 | 0.4774 | 0.6410 | 0.8006 |
239
- | No log | 5.9683 | 376 | 0.6516 | 0.4757 | 0.6516 | 0.8072 |
240
- | No log | 6.0 | 378 | 0.6463 | 0.4464 | 0.6463 | 0.8039 |
241
- | No log | 6.0317 | 380 | 0.6575 | 0.5043 | 0.6575 | 0.8109 |
242
- | No log | 6.0635 | 382 | 0.7258 | 0.5030 | 0.7258 | 0.8519 |
243
- | No log | 6.0952 | 384 | 0.7248 | 0.5085 | 0.7248 | 0.8514 |
244
- | No log | 6.1270 | 386 | 0.6935 | 0.5247 | 0.6935 | 0.8328 |
245
- | No log | 6.1587 | 388 | 0.6308 | 0.5226 | 0.6308 | 0.7942 |
246
- | No log | 6.1905 | 390 | 0.5953 | 0.4985 | 0.5953 | 0.7716 |
247
- | No log | 6.2222 | 392 | 0.5924 | 0.4851 | 0.5924 | 0.7697 |
248
- | No log | 6.2540 | 394 | 0.6008 | 0.4920 | 0.6008 | 0.7751 |
249
- | No log | 6.2857 | 396 | 0.6041 | 0.5445 | 0.6041 | 0.7772 |
250
- | No log | 6.3175 | 398 | 0.6020 | 0.5566 | 0.6020 | 0.7759 |
251
- | No log | 6.3492 | 400 | 0.6325 | 0.5605 | 0.6325 | 0.7953 |
252
- | No log | 6.3810 | 402 | 0.6800 | 0.4928 | 0.6800 | 0.8246 |
253
- | No log | 6.4127 | 404 | 0.6414 | 0.4734 | 0.6414 | 0.8009 |
254
- | No log | 6.4444 | 406 | 0.6142 | 0.5233 | 0.6142 | 0.7837 |
255
- | No log | 6.4762 | 408 | 0.6005 | 0.5409 | 0.6005 | 0.7749 |
256
- | No log | 6.5079 | 410 | 0.6003 | 0.5348 | 0.6003 | 0.7748 |
257
- | No log | 6.5397 | 412 | 0.6090 | 0.5175 | 0.6090 | 0.7804 |
258
- | No log | 6.5714 | 414 | 0.6554 | 0.4907 | 0.6554 | 0.8096 |
259
- | No log | 6.6032 | 416 | 0.6463 | 0.4485 | 0.6463 | 0.8039 |
260
- | No log | 6.6349 | 418 | 0.6127 | 0.5302 | 0.6127 | 0.7827 |
261
- | No log | 6.6667 | 420 | 0.6047 | 0.5483 | 0.6047 | 0.7776 |
262
- | No log | 6.6984 | 422 | 0.6061 | 0.5290 | 0.6061 | 0.7785 |
263
- | No log | 6.7302 | 424 | 0.6313 | 0.5165 | 0.6313 | 0.7945 |
264
- | No log | 6.7619 | 426 | 0.6626 | 0.5085 | 0.6626 | 0.8140 |
265
- | No log | 6.7937 | 428 | 0.7017 | 0.4621 | 0.7017 | 0.8377 |
266
- | No log | 6.8254 | 430 | 0.7059 | 0.4746 | 0.7059 | 0.8402 |
267
- | No log | 6.8571 | 432 | 0.6983 | 0.4702 | 0.6983 | 0.8356 |
268
- | No log | 6.8889 | 434 | 0.6398 | 0.5261 | 0.6398 | 0.7999 |
269
- | No log | 6.9206 | 436 | 0.6144 | 0.5033 | 0.6144 | 0.7838 |
270
- | No log | 6.9524 | 438 | 0.6289 | 0.5201 | 0.6289 | 0.7931 |
271
- | No log | 6.9841 | 440 | 0.6436 | 0.4869 | 0.6436 | 0.8023 |
272
- | No log | 7.0159 | 442 | 0.6175 | 0.4779 | 0.6175 | 0.7858 |
273
- | No log | 7.0476 | 444 | 0.6194 | 0.4711 | 0.6194 | 0.7870 |
274
- | No log | 7.0794 | 446 | 0.6391 | 0.4524 | 0.6391 | 0.7995 |
275
- | No log | 7.1111 | 448 | 0.6293 | 0.4603 | 0.6293 | 0.7933 |
276
- | No log | 7.1429 | 450 | 0.6140 | 0.4825 | 0.6140 | 0.7836 |
277
- | No log | 7.1746 | 452 | 0.6087 | 0.4874 | 0.6087 | 0.7802 |
278
- | No log | 7.2063 | 454 | 0.6239 | 0.4926 | 0.6239 | 0.7898 |
279
- | No log | 7.2381 | 456 | 0.6195 | 0.4881 | 0.6195 | 0.7871 |
280
- | No log | 7.2698 | 458 | 0.6196 | 0.4522 | 0.6196 | 0.7872 |
281
- | No log | 7.3016 | 460 | 0.6247 | 0.4737 | 0.6247 | 0.7904 |
282
- | No log | 7.3333 | 462 | 0.6374 | 0.4635 | 0.6374 | 0.7984 |
283
- | No log | 7.3651 | 464 | 0.7362 | 0.4393 | 0.7362 | 0.8580 |
284
- | No log | 7.3968 | 466 | 0.8266 | 0.3681 | 0.8266 | 0.9092 |
285
- | No log | 7.4286 | 468 | 0.7657 | 0.4598 | 0.7657 | 0.8750 |
286
- | No log | 7.4603 | 470 | 0.6441 | 0.4801 | 0.6441 | 0.8026 |
287
- | No log | 7.4921 | 472 | 0.6111 | 0.4680 | 0.6111 | 0.7817 |
288
- | No log | 7.5238 | 474 | 0.6136 | 0.4830 | 0.6136 | 0.7833 |
289
- | No log | 7.5556 | 476 | 0.6108 | 0.4830 | 0.6108 | 0.7816 |
290
- | No log | 7.5873 | 478 | 0.6104 | 0.4630 | 0.6104 | 0.7813 |
291
- | No log | 7.6190 | 480 | 0.6057 | 0.4513 | 0.6057 | 0.7783 |
292
- | No log | 7.6508 | 482 | 0.6057 | 0.4373 | 0.6057 | 0.7783 |
293
- | No log | 7.6825 | 484 | 0.6277 | 0.4576 | 0.6277 | 0.7923 |
294
- | No log | 7.7143 | 486 | 0.6472 | 0.4315 | 0.6472 | 0.8045 |
295
- | No log | 7.7460 | 488 | 0.6604 | 0.4011 | 0.6604 | 0.8127 |
296
- | No log | 7.7778 | 490 | 0.6412 | 0.4396 | 0.6412 | 0.8008 |
297
- | No log | 7.8095 | 492 | 0.6338 | 0.4284 | 0.6338 | 0.7961 |
298
- | No log | 7.8413 | 494 | 0.6413 | 0.4091 | 0.6413 | 0.8008 |
299
- | No log | 7.8730 | 496 | 0.6421 | 0.4094 | 0.6421 | 0.8013 |
300
- | No log | 7.9048 | 498 | 0.6446 | 0.4094 | 0.6446 | 0.8029 |
301
- | 0.369 | 7.9365 | 500 | 0.6437 | 0.4157 | 0.6437 | 0.8023 |
302
- | 0.369 | 7.9683 | 502 | 0.6496 | 0.4217 | 0.6496 | 0.8060 |
303
- | 0.369 | 8.0 | 504 | 0.6734 | 0.3713 | 0.6734 | 0.8206 |
304
- | 0.369 | 8.0317 | 506 | 0.7088 | 0.3815 | 0.7088 | 0.8419 |
305
- | 0.369 | 8.0635 | 508 | 0.6908 | 0.3815 | 0.6908 | 0.8312 |
306
- | 0.369 | 8.0952 | 510 | 0.6364 | 0.4149 | 0.6364 | 0.7977 |
307
- | 0.369 | 8.1270 | 512 | 0.6364 | 0.4452 | 0.6364 | 0.7977 |
308
- | 0.369 | 8.1587 | 514 | 0.6374 | 0.4555 | 0.6374 | 0.7984 |
309
- | 0.369 | 8.1905 | 516 | 0.6195 | 0.4303 | 0.6195 | 0.7871 |
310
- | 0.369 | 8.2222 | 518 | 0.5926 | 0.4204 | 0.5926 | 0.7698 |
311
- | 0.369 | 8.2540 | 520 | 0.6075 | 0.4904 | 0.6075 | 0.7794 |
312
- | 0.369 | 8.2857 | 522 | 0.6131 | 0.4933 | 0.6131 | 0.7830 |
313
- | 0.369 | 8.3175 | 524 | 0.5938 | 0.4426 | 0.5938 | 0.7706 |
314
- | 0.369 | 8.3492 | 526 | 0.5955 | 0.4745 | 0.5955 | 0.7717 |
315
- | 0.369 | 8.3810 | 528 | 0.6131 | 0.4410 | 0.6131 | 0.7830 |
316
- | 0.369 | 8.4127 | 530 | 0.6179 | 0.4410 | 0.6179 | 0.7860 |
317
- | 0.369 | 8.4444 | 532 | 0.5961 | 0.4710 | 0.5961 | 0.7721 |
318
- | 0.369 | 8.4762 | 534 | 0.5921 | 0.4810 | 0.5921 | 0.7695 |
319
- | 0.369 | 8.5079 | 536 | 0.6343 | 0.5401 | 0.6343 | 0.7964 |
320
- | 0.369 | 8.5397 | 538 | 0.6402 | 0.5468 | 0.6402 | 0.8001 |
321
- | 0.369 | 8.5714 | 540 | 0.6117 | 0.4903 | 0.6117 | 0.7821 |
322
- | 0.369 | 8.6032 | 542 | 0.6019 | 0.4826 | 0.6019 | 0.7758 |
323
- | 0.369 | 8.6349 | 544 | 0.6053 | 0.4416 | 0.6053 | 0.7780 |
324
- | 0.369 | 8.6667 | 546 | 0.5996 | 0.4490 | 0.5996 | 0.7743 |
325
- | 0.369 | 8.6984 | 548 | 0.5920 | 0.5253 | 0.5920 | 0.7694 |
326
- | 0.369 | 8.7302 | 550 | 0.6004 | 0.5159 | 0.6004 | 0.7749 |
327
- | 0.369 | 8.7619 | 552 | 0.6478 | 0.5082 | 0.6478 | 0.8049 |
328
- | 0.369 | 8.7937 | 554 | 0.7098 | 0.4654 | 0.7098 | 0.8425 |
329
- | 0.369 | 8.8254 | 556 | 0.7475 | 0.4339 | 0.7475 | 0.8646 |
330
- | 0.369 | 8.8571 | 558 | 0.7344 | 0.4224 | 0.7344 | 0.8570 |
331
- | 0.369 | 8.8889 | 560 | 0.7081 | 0.4884 | 0.7081 | 0.8415 |
332
- | 0.369 | 8.9206 | 562 | 0.6544 | 0.5022 | 0.6544 | 0.8090 |
333
- | 0.369 | 8.9524 | 564 | 0.5859 | 0.5190 | 0.5859 | 0.7654 |
334
- | 0.369 | 8.9841 | 566 | 0.6279 | 0.4662 | 0.6279 | 0.7924 |
335
- | 0.369 | 9.0159 | 568 | 0.6822 | 0.4492 | 0.6822 | 0.8260 |
336
- | 0.369 | 9.0476 | 570 | 0.6537 | 0.4695 | 0.6537 | 0.8085 |
337
- | 0.369 | 9.0794 | 572 | 0.6140 | 0.4273 | 0.6140 | 0.7836 |
338
- | 0.369 | 9.1111 | 574 | 0.6123 | 0.4365 | 0.6123 | 0.7825 |
339
- | 0.369 | 9.1429 | 576 | 0.6140 | 0.4410 | 0.6140 | 0.7836 |
340
- | 0.369 | 9.1746 | 578 | 0.6173 | 0.4812 | 0.6173 | 0.7857 |
341
- | 0.369 | 9.2063 | 580 | 0.6100 | 0.4653 | 0.6100 | 0.7811 |
342
- | 0.369 | 9.2381 | 582 | 0.6081 | 0.4683 | 0.6081 | 0.7798 |
343
- | 0.369 | 9.2698 | 584 | 0.6111 | 0.4792 | 0.6111 | 0.7817 |
344
- | 0.369 | 9.3016 | 586 | 0.6110 | 0.4657 | 0.6110 | 0.7817 |
345
- | 0.369 | 9.3333 | 588 | 0.6058 | 0.4865 | 0.6058 | 0.7783 |
346
- | 0.369 | 9.3651 | 590 | 0.6084 | 0.4702 | 0.6084 | 0.7800 |
347
- | 0.369 | 9.3968 | 592 | 0.6059 | 0.4591 | 0.6059 | 0.7784 |
348
- | 0.369 | 9.4286 | 594 | 0.6133 | 0.4686 | 0.6133 | 0.7831 |
349
- | 0.369 | 9.4603 | 596 | 0.6125 | 0.4596 | 0.6125 | 0.7826 |
350
- | 0.369 | 9.4921 | 598 | 0.6050 | 0.4716 | 0.6050 | 0.7778 |
351
- | 0.369 | 9.5238 | 600 | 0.6138 | 0.4847 | 0.6138 | 0.7835 |
352
- | 0.369 | 9.5556 | 602 | 0.6235 | 0.5041 | 0.6235 | 0.7897 |
353
- | 0.369 | 9.5873 | 604 | 0.6381 | 0.5148 | 0.6381 | 0.7988 |
354
- | 0.369 | 9.6190 | 606 | 0.6265 | 0.4296 | 0.6265 | 0.7915 |
355
- | 0.369 | 9.6508 | 608 | 0.6367 | 0.4791 | 0.6367 | 0.7979 |
356
- | 0.369 | 9.6825 | 610 | 0.6805 | 0.5149 | 0.6805 | 0.8249 |
357
- | 0.369 | 9.7143 | 612 | 0.7014 | 0.4968 | 0.7014 | 0.8375 |
358
- | 0.369 | 9.7460 | 614 | 0.6585 | 0.4972 | 0.6585 | 0.8115 |
359
- | 0.369 | 9.7778 | 616 | 0.6194 | 0.4482 | 0.6194 | 0.7870 |
360
- | 0.369 | 9.8095 | 618 | 0.6198 | 0.4482 | 0.6198 | 0.7873 |
361
- | 0.369 | 9.8413 | 620 | 0.6264 | 0.4506 | 0.6264 | 0.7915 |
362
- | 0.369 | 9.8730 | 622 | 0.6249 | 0.4551 | 0.6249 | 0.7905 |
363
- | 0.369 | 9.9048 | 624 | 0.6265 | 0.4551 | 0.6265 | 0.7915 |
364
- | 0.369 | 9.9365 | 626 | 0.6423 | 0.4537 | 0.6423 | 0.8014 |
365
- | 0.369 | 9.9683 | 628 | 0.6488 | 0.4682 | 0.6488 | 0.8055 |
366
- | 0.369 | 10.0 | 630 | 0.6196 | 0.4323 | 0.6196 | 0.7872 |
367
- | 0.369 | 10.0317 | 632 | 0.6039 | 0.4607 | 0.6039 | 0.7771 |
368
- | 0.369 | 10.0635 | 634 | 0.6122 | 0.4913 | 0.6122 | 0.7825 |
369
- | 0.369 | 10.0952 | 636 | 0.6086 | 0.4963 | 0.6086 | 0.7801 |
370
- | 0.369 | 10.1270 | 638 | 0.6057 | 0.4680 | 0.6057 | 0.7782 |
371
- | 0.369 | 10.1587 | 640 | 0.6128 | 0.4913 | 0.6128 | 0.7828 |
372
- | 0.369 | 10.1905 | 642 | 0.6387 | 0.5242 | 0.6387 | 0.7992 |
373
- | 0.369 | 10.2222 | 644 | 0.6454 | 0.5128 | 0.6454 | 0.8034 |
374
- | 0.369 | 10.2540 | 646 | 0.6264 | 0.4792 | 0.6264 | 0.7914 |
375
- | 0.369 | 10.2857 | 648 | 0.6518 | 0.4674 | 0.6518 | 0.8073 |
376
- | 0.369 | 10.3175 | 650 | 0.7135 | 0.4553 | 0.7135 | 0.8447 |
377
- | 0.369 | 10.3492 | 652 | 0.7364 | 0.4184 | 0.7364 | 0.8581 |
378
- | 0.369 | 10.3810 | 654 | 0.6965 | 0.4532 | 0.6965 | 0.8346 |
379
- | 0.369 | 10.4127 | 656 | 0.6395 | 0.4805 | 0.6395 | 0.7997 |
380
- | 0.369 | 10.4444 | 658 | 0.6316 | 0.5117 | 0.6316 | 0.7947 |
381
- | 0.369 | 10.4762 | 660 | 0.6336 | 0.5296 | 0.6336 | 0.7960 |
382
- | 0.369 | 10.5079 | 662 | 0.6328 | 0.5296 | 0.6328 | 0.7955 |
383
- | 0.369 | 10.5397 | 664 | 0.6445 | 0.5180 | 0.6445 | 0.8028 |
384
- | 0.369 | 10.5714 | 666 | 0.6647 | 0.5160 | 0.6647 | 0.8153 |
385
- | 0.369 | 10.6032 | 668 | 0.6538 | 0.5160 | 0.6538 | 0.8086 |
386
- | 0.369 | 10.6349 | 670 | 0.6375 | 0.5456 | 0.6375 | 0.7984 |
387
- | 0.369 | 10.6667 | 672 | 0.6179 | 0.5247 | 0.6179 | 0.7861 |
388
- | 0.369 | 10.6984 | 674 | 0.6285 | 0.4805 | 0.6285 | 0.7928 |
389
- | 0.369 | 10.7302 | 676 | 0.6347 | 0.4623 | 0.6347 | 0.7967 |
390
- | 0.369 | 10.7619 | 678 | 0.6205 | 0.4805 | 0.6205 | 0.7877 |
391
- | 0.369 | 10.7937 | 680 | 0.6080 | 0.5189 | 0.6080 | 0.7798 |
392
- | 0.369 | 10.8254 | 682 | 0.6017 | 0.5178 | 0.6017 | 0.7757 |
393
- | 0.369 | 10.8571 | 684 | 0.5973 | 0.4903 | 0.5973 | 0.7728 |
394
- | 0.369 | 10.8889 | 686 | 0.5961 | 0.4903 | 0.5961 | 0.7721 |
395
- | 0.369 | 10.9206 | 688 | 0.6169 | 0.4227 | 0.6169 | 0.7854 |
396
- | 0.369 | 10.9524 | 690 | 0.6690 | 0.4476 | 0.6690 | 0.8179 |
397
- | 0.369 | 10.9841 | 692 | 0.6748 | 0.4625 | 0.6748 | 0.8214 |
398
- | 0.369 | 11.0159 | 694 | 0.6625 | 0.4508 | 0.6625 | 0.8139 |
399
- | 0.369 | 11.0476 | 696 | 0.6391 | 0.4462 | 0.6391 | 0.7995 |
400
- | 0.369 | 11.0794 | 698 | 0.6292 | 0.4111 | 0.6292 | 0.7932 |
401
- | 0.369 | 11.1111 | 700 | 0.6165 | 0.4686 | 0.6165 | 0.7852 |
402
- | 0.369 | 11.1429 | 702 | 0.6140 | 0.4673 | 0.6140 | 0.7836 |
403
- | 0.369 | 11.1746 | 704 | 0.6282 | 0.5165 | 0.6282 | 0.7926 |
404
- | 0.369 | 11.2063 | 706 | 0.6317 | 0.5338 | 0.6317 | 0.7948 |
405
- | 0.369 | 11.2381 | 708 | 0.6123 | 0.4729 | 0.6123 | 0.7825 |
406
- | 0.369 | 11.2698 | 710 | 0.6181 | 0.4997 | 0.6181 | 0.7862 |
407
- | 0.369 | 11.3016 | 712 | 0.6136 | 0.5010 | 0.6136 | 0.7833 |
408
- | 0.369 | 11.3333 | 714 | 0.6017 | 0.4668 | 0.6017 | 0.7757 |
409
- | 0.369 | 11.3651 | 716 | 0.6240 | 0.5155 | 0.6240 | 0.7899 |
410
- | 0.369 | 11.3968 | 718 | 0.6634 | 0.5095 | 0.6634 | 0.8145 |
411
- | 0.369 | 11.4286 | 720 | 0.6542 | 0.5109 | 0.6542 | 0.8088 |
412
- | 0.369 | 11.4603 | 722 | 0.6099 | 0.5386 | 0.6099 | 0.7810 |
413
- | 0.369 | 11.4921 | 724 | 0.6052 | 0.4549 | 0.6052 | 0.7779 |
414
- | 0.369 | 11.5238 | 726 | 0.6127 | 0.5071 | 0.6127 | 0.7828 |
415
- | 0.369 | 11.5556 | 728 | 0.6118 | 0.4569 | 0.6118 | 0.7822 |
416
- | 0.369 | 11.5873 | 730 | 0.6164 | 0.5018 | 0.6164 | 0.7851 |
417
- | 0.369 | 11.6190 | 732 | 0.6167 | 0.5018 | 0.6167 | 0.7853 |
418
- | 0.369 | 11.6508 | 734 | 0.6295 | 0.4997 | 0.6295 | 0.7934 |
419
- | 0.369 | 11.6825 | 736 | 0.6999 | 0.5104 | 0.6999 | 0.8366 |
420
- | 0.369 | 11.7143 | 738 | 0.7534 | 0.4249 | 0.7534 | 0.8680 |
421
- | 0.369 | 11.7460 | 740 | 0.7198 | 0.4389 | 0.7198 | 0.8484 |
422
- | 0.369 | 11.7778 | 742 | 0.6442 | 0.5247 | 0.6442 | 0.8026 |
423
- | 0.369 | 11.8095 | 744 | 0.6136 | 0.4723 | 0.6136 | 0.7833 |
424
- | 0.369 | 11.8413 | 746 | 0.6125 | 0.4786 | 0.6125 | 0.7826 |
425
- | 0.369 | 11.8730 | 748 | 0.6128 | 0.4983 | 0.6128 | 0.7828 |
426
- | 0.369 | 11.9048 | 750 | 0.6121 | 0.4983 | 0.6121 | 0.7824 |
427
- | 0.369 | 11.9365 | 752 | 0.6186 | 0.4716 | 0.6186 | 0.7865 |
428
- | 0.369 | 11.9683 | 754 | 0.6064 | 0.4983 | 0.6064 | 0.7787 |
429
- | 0.369 | 12.0 | 756 | 0.6049 | 0.4808 | 0.6049 | 0.7778 |
430
- | 0.369 | 12.0317 | 758 | 0.6121 | 0.4303 | 0.6121 | 0.7823 |
431
- | 0.369 | 12.0635 | 760 | 0.6041 | 0.4584 | 0.6041 | 0.7772 |
432
- | 0.369 | 12.0952 | 762 | 0.5970 | 0.4740 | 0.5970 | 0.7727 |
433
- | 0.369 | 12.1270 | 764 | 0.6091 | 0.4555 | 0.6091 | 0.7805 |
434
- | 0.369 | 12.1587 | 766 | 0.6246 | 0.4736 | 0.6246 | 0.7903 |
435
- | 0.369 | 12.1905 | 768 | 0.6172 | 0.4949 | 0.6172 | 0.7856 |
436
- | 0.369 | 12.2222 | 770 | 0.6174 | 0.5011 | 0.6174 | 0.7857 |
437
- | 0.369 | 12.2540 | 772 | 0.6201 | 0.4922 | 0.6201 | 0.7874 |
438
- | 0.369 | 12.2857 | 774 | 0.6222 | 0.4822 | 0.6222 | 0.7888 |
439
- | 0.369 | 12.3175 | 776 | 0.6421 | 0.4642 | 0.6421 | 0.8013 |
440
- | 0.369 | 12.3492 | 778 | 0.6542 | 0.4671 | 0.6542 | 0.8088 |
441
- | 0.369 | 12.3810 | 780 | 0.6481 | 0.4671 | 0.6481 | 0.8051 |
442
- | 0.369 | 12.4127 | 782 | 0.6173 | 0.4635 | 0.6173 | 0.7857 |
443
- | 0.369 | 12.4444 | 784 | 0.6110 | 0.4725 | 0.6110 | 0.7817 |
444
- | 0.369 | 12.4762 | 786 | 0.6138 | 0.4649 | 0.6138 | 0.7835 |
445
- | 0.369 | 12.5079 | 788 | 0.6217 | 0.5115 | 0.6217 | 0.7885 |
446
- | 0.369 | 12.5397 | 790 | 0.6320 | 0.5010 | 0.6320 | 0.7950 |
447
- | 0.369 | 12.5714 | 792 | 0.6378 | 0.4962 | 0.6378 | 0.7986 |
448
- | 0.369 | 12.6032 | 794 | 0.6642 | 0.4579 | 0.6642 | 0.8150 |
449
- | 0.369 | 12.6349 | 796 | 0.6558 | 0.4579 | 0.6558 | 0.8098 |
450
- | 0.369 | 12.6667 | 798 | 0.6178 | 0.4948 | 0.6178 | 0.7860 |
451
- | 0.369 | 12.6984 | 800 | 0.5846 | 0.4935 | 0.5846 | 0.7646 |
452
- | 0.369 | 12.7302 | 802 | 0.5927 | 0.4882 | 0.5927 | 0.7699 |
453
- | 0.369 | 12.7619 | 804 | 0.5960 | 0.4781 | 0.5960 | 0.7720 |
454
- | 0.369 | 12.7937 | 806 | 0.5787 | 0.4723 | 0.5787 | 0.7607 |
455
- | 0.369 | 12.8254 | 808 | 0.5706 | 0.4959 | 0.5706 | 0.7554 |
456
- | 0.369 | 12.8571 | 810 | 0.5723 | 0.4704 | 0.5723 | 0.7565 |
457
- | 0.369 | 12.8889 | 812 | 0.5767 | 0.4779 | 0.5767 | 0.7594 |
458
- | 0.369 | 12.9206 | 814 | 0.5832 | 0.4976 | 0.5832 | 0.7637 |
459
- | 0.369 | 12.9524 | 816 | 0.5794 | 0.4910 | 0.5794 | 0.7612 |
460
- | 0.369 | 12.9841 | 818 | 0.5772 | 0.4887 | 0.5772 | 0.7598 |
461
- | 0.369 | 13.0159 | 820 | 0.5758 | 0.4693 | 0.5758 | 0.7588 |
462
- | 0.369 | 13.0476 | 822 | 0.5793 | 0.4900 | 0.5793 | 0.7611 |
463
- | 0.369 | 13.0794 | 824 | 0.5913 | 0.4938 | 0.5913 | 0.7689 |
464
- | 0.369 | 13.1111 | 826 | 0.5926 | 0.5018 | 0.5926 | 0.7698 |
465
- | 0.369 | 13.1429 | 828 | 0.6046 | 0.5285 | 0.6046 | 0.7775 |
466
- | 0.369 | 13.1746 | 830 | 0.6133 | 0.5179 | 0.6133 | 0.7831 |
467
- | 0.369 | 13.2063 | 832 | 0.6130 | 0.5047 | 0.6130 | 0.7830 |
468
- | 0.369 | 13.2381 | 834 | 0.6049 | 0.5042 | 0.6049 | 0.7778 |
469
- | 0.369 | 13.2698 | 836 | 0.6053 | 0.4992 | 0.6053 | 0.7780 |
470
- | 0.369 | 13.3016 | 838 | 0.5963 | 0.4756 | 0.5963 | 0.7722 |
471
- | 0.369 | 13.3333 | 840 | 0.6354 | 0.5003 | 0.6354 | 0.7971 |
472
- | 0.369 | 13.3651 | 842 | 0.6660 | 0.4851 | 0.6660 | 0.8161 |
473
- | 0.369 | 13.3968 | 844 | 0.6243 | 0.4892 | 0.6243 | 0.7901 |
474
- | 0.369 | 13.4286 | 846 | 0.5899 | 0.4756 | 0.5899 | 0.7681 |
475
- | 0.369 | 13.4603 | 848 | 0.5940 | 0.4906 | 0.5940 | 0.7707 |
476
- | 0.369 | 13.4921 | 850 | 0.5942 | 0.4732 | 0.5942 | 0.7708 |
477
- | 0.369 | 13.5238 | 852 | 0.5986 | 0.4506 | 0.5986 | 0.7737 |
478
- | 0.369 | 13.5556 | 854 | 0.6110 | 0.5214 | 0.6110 | 0.7817 |
479
- | 0.369 | 13.5873 | 856 | 0.6085 | 0.4953 | 0.6085 | 0.7800 |
480
- | 0.369 | 13.6190 | 858 | 0.5949 | 0.4899 | 0.5949 | 0.7713 |
481
- | 0.369 | 13.6508 | 860 | 0.5880 | 0.4536 | 0.5880 | 0.7668 |
482
- | 0.369 | 13.6825 | 862 | 0.5801 | 0.4316 | 0.5801 | 0.7616 |
483
- | 0.369 | 13.7143 | 864 | 0.5715 | 0.4660 | 0.5715 | 0.7560 |
484
- | 0.369 | 13.7460 | 866 | 0.5717 | 0.4319 | 0.5717 | 0.7561 |
485
- | 0.369 | 13.7778 | 868 | 0.5781 | 0.4601 | 0.5781 | 0.7603 |
486
- | 0.369 | 13.8095 | 870 | 0.5921 | 0.4864 | 0.5921 | 0.7695 |
487
- | 0.369 | 13.8413 | 872 | 0.5820 | 0.4779 | 0.5820 | 0.7629 |
488
- | 0.369 | 13.8730 | 874 | 0.5846 | 0.4842 | 0.5846 | 0.7646 |
489
- | 0.369 | 13.9048 | 876 | 0.5961 | 0.4539 | 0.5961 | 0.7721 |
490
- | 0.369 | 13.9365 | 878 | 0.6264 | 0.4591 | 0.6265 | 0.7915 |
491
- | 0.369 | 13.9683 | 880 | 0.6248 | 0.4599 | 0.6248 | 0.7905 |
492
- | 0.369 | 14.0 | 882 | 0.5974 | 0.4226 | 0.5974 | 0.7729 |
493
- | 0.369 | 14.0317 | 884 | 0.5959 | 0.4099 | 0.5959 | 0.7719 |
494
- | 0.369 | 14.0635 | 886 | 0.6148 | 0.4020 | 0.6148 | 0.7841 |
495
- | 0.369 | 14.0952 | 888 | 0.6581 | 0.4654 | 0.6581 | 0.8112 |
496
- | 0.369 | 14.1270 | 890 | 0.6651 | 0.4798 | 0.6651 | 0.8155 |
497
- | 0.369 | 14.1587 | 892 | 0.6369 | 0.4446 | 0.6369 | 0.7980 |
498
- | 0.369 | 14.1905 | 894 | 0.6414 | 0.4452 | 0.6414 | 0.8009 |
499
- | 0.369 | 14.2222 | 896 | 0.6325 | 0.4177 | 0.6325 | 0.7953 |
500
- | 0.369 | 14.2540 | 898 | 0.6157 | 0.4279 | 0.6157 | 0.7846 |
501
- | 0.369 | 14.2857 | 900 | 0.6200 | 0.4279 | 0.6200 | 0.7874 |
502
- | 0.369 | 14.3175 | 902 | 0.6275 | 0.4341 | 0.6275 | 0.7921 |
503
- | 0.369 | 14.3492 | 904 | 0.6533 | 0.4779 | 0.6533 | 0.8082 |
504
- | 0.369 | 14.3810 | 906 | 0.6970 | 0.4956 | 0.6970 | 0.8348 |
505
- | 0.369 | 14.4127 | 908 | 0.7378 | 0.5209 | 0.7378 | 0.8589 |
506
- | 0.369 | 14.4444 | 910 | 0.7297 | 0.5195 | 0.7297 | 0.8542 |
507
- | 0.369 | 14.4762 | 912 | 0.6941 | 0.4775 | 0.6941 | 0.8331 |
508
- | 0.369 | 14.5079 | 914 | 0.6343 | 0.4422 | 0.6343 | 0.7964 |
509
- | 0.369 | 14.5397 | 916 | 0.6082 | 0.4723 | 0.6082 | 0.7799 |
510
- | 0.369 | 14.5714 | 918 | 0.6059 | 0.4489 | 0.6059 | 0.7784 |
511
- | 0.369 | 14.6032 | 920 | 0.6036 | 0.4394 | 0.6036 | 0.7769 |
512
- | 0.369 | 14.6349 | 922 | 0.6025 | 0.4387 | 0.6025 | 0.7762 |
513
- | 0.369 | 14.6667 | 924 | 0.6176 | 0.4482 | 0.6176 | 0.7859 |
514
- | 0.369 | 14.6984 | 926 | 0.6663 | 0.4101 | 0.6663 | 0.8162 |
515
- | 0.369 | 14.7302 | 928 | 0.6915 | 0.4684 | 0.6915 | 0.8316 |
516
- | 0.369 | 14.7619 | 930 | 0.6817 | 0.4684 | 0.6817 | 0.8256 |
517
- | 0.369 | 14.7937 | 932 | 0.6509 | 0.4214 | 0.6509 | 0.8068 |
518
- | 0.369 | 14.8254 | 934 | 0.6322 | 0.4187 | 0.6322 | 0.7951 |
519
- | 0.369 | 14.8571 | 936 | 0.6376 | 0.4088 | 0.6376 | 0.7985 |
520
- | 0.369 | 14.8889 | 938 | 0.6386 | 0.4055 | 0.6386 | 0.7991 |
521
- | 0.369 | 14.9206 | 940 | 0.6441 | 0.4156 | 0.6441 | 0.8026 |
522
- | 0.369 | 14.9524 | 942 | 0.6419 | 0.4314 | 0.6419 | 0.8012 |
523
- | 0.369 | 14.9841 | 944 | 0.6318 | 0.4410 | 0.6318 | 0.7949 |
524
- | 0.369 | 15.0159 | 946 | 0.6180 | 0.4865 | 0.6180 | 0.7861 |
525
- | 0.369 | 15.0476 | 948 | 0.6129 | 0.4803 | 0.6129 | 0.7829 |
526
- | 0.369 | 15.0794 | 950 | 0.6039 | 0.4558 | 0.6039 | 0.7771 |
527
- | 0.369 | 15.1111 | 952 | 0.5959 | 0.4719 | 0.5959 | 0.7719 |
528
- | 0.369 | 15.1429 | 954 | 0.5871 | 0.4700 | 0.5871 | 0.7662 |
529
- | 0.369 | 15.1746 | 956 | 0.5855 | 0.4810 | 0.5855 | 0.7652 |
530
- | 0.369 | 15.2063 | 958 | 0.6001 | 0.5195 | 0.6001 | 0.7747 |
531
- | 0.369 | 15.2381 | 960 | 0.6051 | 0.5211 | 0.6051 | 0.7779 |
532
- | 0.369 | 15.2698 | 962 | 0.6177 | 0.5127 | 0.6177 | 0.7859 |
533
- | 0.369 | 15.3016 | 964 | 0.5949 | 0.5365 | 0.5949 | 0.7713 |
534
- | 0.369 | 15.3333 | 966 | 0.5767 | 0.5025 | 0.5767 | 0.7594 |
535
- | 0.369 | 15.3651 | 968 | 0.5781 | 0.5183 | 0.5781 | 0.7603 |
536
- | 0.369 | 15.3968 | 970 | 0.5762 | 0.5290 | 0.5762 | 0.7591 |
537
- | 0.369 | 15.4286 | 972 | 0.5738 | 0.5203 | 0.5738 | 0.7575 |
538
- | 0.369 | 15.4603 | 974 | 0.5791 | 0.5106 | 0.5791 | 0.7610 |
539
- | 0.369 | 15.4921 | 976 | 0.5887 | 0.5173 | 0.5887 | 0.7672 |
540
- | 0.369 | 15.5238 | 978 | 0.6013 | 0.5047 | 0.6013 | 0.7754 |
541
- | 0.369 | 15.5556 | 980 | 0.6120 | 0.5312 | 0.6120 | 0.7823 |
542
- | 0.369 | 15.5873 | 982 | 0.6243 | 0.5310 | 0.6243 | 0.7902 |
543
- | 0.369 | 15.6190 | 984 | 0.6285 | 0.53 | 0.6285 | 0.7928 |
544
- | 0.369 | 15.6508 | 986 | 0.6189 | 0.5122 | 0.6189 | 0.7867 |
545
- | 0.369 | 15.6825 | 988 | 0.6194 | 0.5233 | 0.6194 | 0.7870 |
546
- | 0.369 | 15.7143 | 990 | 0.6025 | 0.4932 | 0.6025 | 0.7762 |
547
- | 0.369 | 15.7460 | 992 | 0.5972 | 0.5553 | 0.5972 | 0.7728 |
548
- | 0.369 | 15.7778 | 994 | 0.6153 | 0.5061 | 0.6153 | 0.7844 |
549
- | 0.369 | 15.8095 | 996 | 0.6378 | 0.5649 | 0.6378 | 0.7986 |
550
- | 0.369 | 15.8413 | 998 | 0.6282 | 0.5554 | 0.6282 | 0.7926 |
551
- | 0.0714 | 15.8730 | 1000 | 0.6201 | 0.5631 | 0.6201 | 0.7875 |
552
- | 0.0714 | 15.9048 | 1002 | 0.6177 | 0.5336 | 0.6177 | 0.7860 |
553
- | 0.0714 | 15.9365 | 1004 | 0.6015 | 0.5012 | 0.6015 | 0.7755 |
554
- | 0.0714 | 15.9683 | 1006 | 0.5888 | 0.5183 | 0.5888 | 0.7674 |
555
- | 0.0714 | 16.0 | 1008 | 0.5910 | 0.4924 | 0.5910 | 0.7687 |
556
- | 0.0714 | 16.0317 | 1010 | 0.5950 | 0.5193 | 0.5950 | 0.7714 |
557
 
558
 
559
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k13_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k13_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5551
19
+ - Qwk: 0.4212
20
+ - Mse: 0.5551
21
+ - Rmse: 0.7451
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0303 | 2 | 4.4808 | -0.0241 | 4.4808 | 2.1168 |
53
+ | No log | 0.0606 | 4 | 2.5361 | 0.0292 | 2.5361 | 1.5925 |
54
+ | No log | 0.0909 | 6 | 1.3618 | 0.0251 | 1.3618 | 1.1670 |
55
+ | No log | 0.1212 | 8 | 1.4844 | -0.0190 | 1.4844 | 1.2184 |
56
+ | No log | 0.1515 | 10 | 1.6436 | 0.0005 | 1.6436 | 1.2820 |
57
+ | No log | 0.1818 | 12 | 1.8597 | 0.0599 | 1.8597 | 1.3637 |
58
+ | No log | 0.2121 | 14 | 1.0017 | 0.1537 | 1.0017 | 1.0008 |
59
+ | No log | 0.2424 | 16 | 0.7737 | 0.1747 | 0.7737 | 0.8796 |
60
+ | No log | 0.2727 | 18 | 0.7482 | 0.2470 | 0.7482 | 0.8650 |
61
+ | No log | 0.3030 | 20 | 0.7895 | 0.2655 | 0.7895 | 0.8886 |
62
+ | No log | 0.3333 | 22 | 0.7725 | 0.3027 | 0.7725 | 0.8789 |
63
+ | No log | 0.3636 | 24 | 0.6700 | 0.3747 | 0.6700 | 0.8185 |
64
+ | No log | 0.3939 | 26 | 0.6799 | 0.4174 | 0.6799 | 0.8246 |
65
+ | No log | 0.4242 | 28 | 0.6332 | 0.3845 | 0.6332 | 0.7957 |
66
+ | No log | 0.4545 | 30 | 0.6474 | 0.4452 | 0.6474 | 0.8046 |
67
+ | No log | 0.4848 | 32 | 0.7149 | 0.4510 | 0.7149 | 0.8455 |
68
+ | No log | 0.5152 | 34 | 0.9503 | 0.4133 | 0.9503 | 0.9748 |
69
+ | No log | 0.5455 | 36 | 1.1799 | 0.3789 | 1.1799 | 1.0862 |
70
+ | No log | 0.5758 | 38 | 1.3263 | 0.3736 | 1.3263 | 1.1517 |
71
+ | No log | 0.6061 | 40 | 1.1906 | 0.4102 | 1.1906 | 1.0911 |
72
+ | No log | 0.6364 | 42 | 1.0628 | 0.4063 | 1.0628 | 1.0309 |
73
+ | No log | 0.6667 | 44 | 0.9567 | 0.3767 | 0.9567 | 0.9781 |
74
+ | No log | 0.6970 | 46 | 0.9060 | 0.4121 | 0.9060 | 0.9519 |
75
+ | No log | 0.7273 | 48 | 0.9660 | 0.3717 | 0.9660 | 0.9829 |
76
+ | No log | 0.7576 | 50 | 0.8919 | 0.4006 | 0.8919 | 0.9444 |
77
+ | No log | 0.7879 | 52 | 0.6718 | 0.4172 | 0.6718 | 0.8196 |
78
+ | No log | 0.8182 | 54 | 0.6396 | 0.4353 | 0.6396 | 0.7998 |
79
+ | No log | 0.8485 | 56 | 0.6812 | 0.4688 | 0.6812 | 0.8254 |
80
+ | No log | 0.8788 | 58 | 0.7271 | 0.4144 | 0.7271 | 0.8527 |
81
+ | No log | 0.9091 | 60 | 1.0504 | 0.3751 | 1.0504 | 1.0249 |
82
+ | No log | 0.9394 | 62 | 0.9591 | 0.4176 | 0.9591 | 0.9793 |
83
+ | No log | 0.9697 | 64 | 0.9006 | 0.4011 | 0.9006 | 0.9490 |
84
+ | No log | 1.0 | 66 | 0.7286 | 0.3715 | 0.7286 | 0.8536 |
85
+ | No log | 1.0303 | 68 | 0.6304 | 0.4564 | 0.6304 | 0.7940 |
86
+ | No log | 1.0606 | 70 | 0.6965 | 0.5445 | 0.6965 | 0.8346 |
87
+ | No log | 1.0909 | 72 | 0.6411 | 0.5599 | 0.6411 | 0.8007 |
88
+ | No log | 1.1212 | 74 | 0.6210 | 0.5291 | 0.6210 | 0.7881 |
89
+ | No log | 1.1515 | 76 | 0.7829 | 0.4322 | 0.7829 | 0.8848 |
90
+ | No log | 1.1818 | 78 | 0.9439 | 0.4345 | 0.9439 | 0.9715 |
91
+ | No log | 1.2121 | 80 | 0.7723 | 0.4542 | 0.7723 | 0.8788 |
92
+ | No log | 1.2424 | 82 | 0.6813 | 0.4906 | 0.6813 | 0.8254 |
93
+ | No log | 1.2727 | 84 | 0.6848 | 0.4979 | 0.6848 | 0.8275 |
94
+ | No log | 1.3030 | 86 | 0.7594 | 0.4587 | 0.7594 | 0.8714 |
95
+ | No log | 1.3333 | 88 | 0.9137 | 0.4365 | 0.9137 | 0.9559 |
96
+ | No log | 1.3636 | 90 | 0.9900 | 0.4382 | 0.9900 | 0.9950 |
97
+ | No log | 1.3939 | 92 | 0.8043 | 0.4900 | 0.8043 | 0.8968 |
98
+ | No log | 1.4242 | 94 | 0.7222 | 0.4661 | 0.7222 | 0.8498 |
99
+ | No log | 1.4545 | 96 | 0.7857 | 0.5066 | 0.7857 | 0.8864 |
100
+ | No log | 1.4848 | 98 | 0.9865 | 0.4715 | 0.9865 | 0.9932 |
101
+ | No log | 1.5152 | 100 | 1.1158 | 0.4844 | 1.1158 | 1.0563 |
102
+ | No log | 1.5455 | 102 | 0.8297 | 0.4703 | 0.8297 | 0.9109 |
103
+ | No log | 1.5758 | 104 | 0.6863 | 0.5250 | 0.6863 | 0.8284 |
104
+ | No log | 1.6061 | 106 | 0.6847 | 0.5023 | 0.6847 | 0.8275 |
105
+ | No log | 1.6364 | 108 | 0.7205 | 0.4312 | 0.7205 | 0.8488 |
106
+ | No log | 1.6667 | 110 | 0.7952 | 0.4453 | 0.7952 | 0.8917 |
107
+ | No log | 1.6970 | 112 | 0.7546 | 0.4862 | 0.7546 | 0.8687 |
108
+ | No log | 1.7273 | 114 | 0.8153 | 0.4875 | 0.8153 | 0.9029 |
109
+ | No log | 1.7576 | 116 | 0.7346 | 0.4767 | 0.7346 | 0.8571 |
110
+ | No log | 1.7879 | 118 | 0.7633 | 0.5047 | 0.7633 | 0.8737 |
111
+ | No log | 1.8182 | 120 | 0.7097 | 0.4964 | 0.7097 | 0.8424 |
112
+ | No log | 1.8485 | 122 | 0.7607 | 0.5132 | 0.7607 | 0.8722 |
113
+ | No log | 1.8788 | 124 | 1.1309 | 0.3855 | 1.1309 | 1.0634 |
114
+ | No log | 1.9091 | 126 | 1.0725 | 0.4128 | 1.0725 | 1.0356 |
115
+ | No log | 1.9394 | 128 | 0.7209 | 0.4566 | 0.7209 | 0.8490 |
116
+ | No log | 1.9697 | 130 | 0.6958 | 0.4584 | 0.6958 | 0.8342 |
117
+ | No log | 2.0 | 132 | 0.8342 | 0.3164 | 0.8342 | 0.9133 |
118
+ | No log | 2.0303 | 134 | 0.7690 | 0.4088 | 0.7690 | 0.8770 |
119
+ | No log | 2.0606 | 136 | 0.6161 | 0.3859 | 0.6161 | 0.7849 |
120
+ | No log | 2.0909 | 138 | 0.7461 | 0.4110 | 0.7461 | 0.8638 |
121
+ | No log | 2.1212 | 140 | 0.7965 | 0.4481 | 0.7965 | 0.8925 |
122
+ | No log | 2.1515 | 142 | 0.6596 | 0.4374 | 0.6596 | 0.8122 |
123
+ | No log | 2.1818 | 144 | 0.6677 | 0.4601 | 0.6677 | 0.8171 |
124
+ | No log | 2.2121 | 146 | 0.6872 | 0.4878 | 0.6872 | 0.8290 |
125
+ | No log | 2.2424 | 148 | 0.6989 | 0.4789 | 0.6989 | 0.8360 |
126
+ | No log | 2.2727 | 150 | 0.7044 | 0.5152 | 0.7044 | 0.8393 |
127
+ | No log | 2.3030 | 152 | 0.7044 | 0.5177 | 0.7044 | 0.8393 |
128
+ | No log | 2.3333 | 154 | 0.7024 | 0.5190 | 0.7024 | 0.8381 |
129
+ | No log | 2.3636 | 156 | 0.6694 | 0.4866 | 0.6694 | 0.8182 |
130
+ | No log | 2.3939 | 158 | 0.6563 | 0.4483 | 0.6563 | 0.8101 |
131
+ | No log | 2.4242 | 160 | 0.6480 | 0.4429 | 0.6480 | 0.8050 |
132
+ | No log | 2.4545 | 162 | 0.6698 | 0.4511 | 0.6698 | 0.8184 |
133
+ | No log | 2.4848 | 164 | 1.0419 | 0.4183 | 1.0419 | 1.0207 |
134
+ | No log | 2.5152 | 166 | 1.3435 | 0.2958 | 1.3435 | 1.1591 |
135
+ | No log | 2.5455 | 168 | 1.1364 | 0.3778 | 1.1364 | 1.0660 |
136
+ | No log | 2.5758 | 170 | 0.7768 | 0.4366 | 0.7768 | 0.8813 |
137
+ | No log | 2.6061 | 172 | 0.6677 | 0.4968 | 0.6677 | 0.8171 |
138
+ | No log | 2.6364 | 174 | 0.6627 | 0.5041 | 0.6627 | 0.8141 |
139
+ | No log | 2.6667 | 176 | 0.6814 | 0.5120 | 0.6814 | 0.8254 |
140
+ | No log | 2.6970 | 178 | 0.8206 | 0.4677 | 0.8206 | 0.9058 |
141
+ | No log | 2.7273 | 180 | 1.1941 | 0.3877 | 1.1941 | 1.0928 |
142
+ | No log | 2.7576 | 182 | 1.2552 | 0.3325 | 1.2552 | 1.1204 |
143
+ | No log | 2.7879 | 184 | 0.9366 | 0.4667 | 0.9366 | 0.9678 |
144
+ | No log | 2.8182 | 186 | 0.7207 | 0.5060 | 0.7207 | 0.8490 |
145
+ | No log | 2.8485 | 188 | 0.6493 | 0.4484 | 0.6493 | 0.8058 |
146
+ | No log | 2.8788 | 190 | 0.6411 | 0.4381 | 0.6411 | 0.8007 |
147
+ | No log | 2.9091 | 192 | 0.6513 | 0.4219 | 0.6513 | 0.8070 |
148
+ | No log | 2.9394 | 194 | 0.6972 | 0.5010 | 0.6972 | 0.8350 |
149
+ | No log | 2.9697 | 196 | 0.7030 | 0.5060 | 0.7030 | 0.8385 |
150
+ | No log | 3.0 | 198 | 0.6519 | 0.4777 | 0.6519 | 0.8074 |
151
+ | No log | 3.0303 | 200 | 0.6801 | 0.4890 | 0.6801 | 0.8247 |
152
+ | No log | 3.0606 | 202 | 0.7258 | 0.4850 | 0.7258 | 0.8520 |
153
+ | No log | 3.0909 | 204 | 0.7016 | 0.4962 | 0.7016 | 0.8376 |
154
+ | No log | 3.1212 | 206 | 0.7521 | 0.4658 | 0.7521 | 0.8672 |
155
+ | No log | 3.1515 | 208 | 0.7809 | 0.4506 | 0.7809 | 0.8837 |
156
+ | No log | 3.1818 | 210 | 0.8575 | 0.4638 | 0.8575 | 0.9260 |
157
+ | No log | 3.2121 | 212 | 0.8918 | 0.4352 | 0.8918 | 0.9443 |
158
+ | No log | 3.2424 | 214 | 0.7952 | 0.4743 | 0.7952 | 0.8917 |
159
+ | No log | 3.2727 | 216 | 0.7254 | 0.4500 | 0.7254 | 0.8517 |
160
+ | No log | 3.3030 | 218 | 0.6812 | 0.3975 | 0.6812 | 0.8254 |
161
+ | No log | 3.3333 | 220 | 0.6532 | 0.3823 | 0.6532 | 0.8082 |
162
+ | No log | 3.3636 | 222 | 0.6358 | 0.4220 | 0.6358 | 0.7973 |
163
+ | No log | 3.3939 | 224 | 0.6385 | 0.3984 | 0.6385 | 0.7991 |
164
+ | No log | 3.4242 | 226 | 0.6443 | 0.4320 | 0.6443 | 0.8027 |
165
+ | No log | 3.4545 | 228 | 0.6678 | 0.4728 | 0.6678 | 0.8172 |
166
+ | No log | 3.4848 | 230 | 0.6437 | 0.4869 | 0.6437 | 0.8023 |
167
+ | No log | 3.5152 | 232 | 0.6448 | 0.4815 | 0.6448 | 0.8030 |
168
+ | No log | 3.5455 | 234 | 0.7799 | 0.5298 | 0.7799 | 0.8831 |
169
+ | No log | 3.5758 | 236 | 0.9535 | 0.4777 | 0.9535 | 0.9765 |
170
+ | No log | 3.6061 | 238 | 0.8486 | 0.5055 | 0.8486 | 0.9212 |
171
+ | No log | 3.6364 | 240 | 0.6148 | 0.4733 | 0.6148 | 0.7841 |
172
+ | No log | 3.6667 | 242 | 0.6091 | 0.4652 | 0.6091 | 0.7805 |
173
+ | No log | 3.6970 | 244 | 0.6281 | 0.4744 | 0.6281 | 0.7925 |
174
+ | No log | 3.7273 | 246 | 0.5800 | 0.4373 | 0.5800 | 0.7615 |
175
+ | No log | 3.7576 | 248 | 0.6383 | 0.4943 | 0.6383 | 0.7989 |
176
+ | No log | 3.7879 | 250 | 0.7672 | 0.5089 | 0.7672 | 0.8759 |
177
+ | No log | 3.8182 | 252 | 0.7014 | 0.4921 | 0.7014 | 0.8375 |
178
+ | No log | 3.8485 | 254 | 0.6049 | 0.4999 | 0.6049 | 0.7777 |
179
+ | No log | 3.8788 | 256 | 0.7274 | 0.5466 | 0.7274 | 0.8529 |
180
+ | No log | 3.9091 | 258 | 0.7667 | 0.5246 | 0.7667 | 0.8756 |
181
+ | No log | 3.9394 | 260 | 0.6503 | 0.5595 | 0.6503 | 0.8064 |
182
+ | No log | 3.9697 | 262 | 0.6855 | 0.5239 | 0.6855 | 0.8279 |
183
+ | No log | 4.0 | 264 | 1.1865 | 0.3740 | 1.1865 | 1.0893 |
184
+ | No log | 4.0303 | 266 | 1.5937 | 0.2066 | 1.5937 | 1.2624 |
185
+ | No log | 4.0606 | 268 | 1.5409 | 0.2439 | 1.5409 | 1.2413 |
186
+ | No log | 4.0909 | 270 | 1.1530 | 0.3918 | 1.1530 | 1.0738 |
187
+ | No log | 4.1212 | 272 | 0.7346 | 0.5468 | 0.7346 | 0.8571 |
188
+ | No log | 4.1515 | 274 | 0.5872 | 0.4874 | 0.5872 | 0.7663 |
189
+ | No log | 4.1818 | 276 | 0.5824 | 0.5482 | 0.5824 | 0.7632 |
190
+ | No log | 4.2121 | 278 | 0.5960 | 0.5504 | 0.5960 | 0.7720 |
191
+ | No log | 4.2424 | 280 | 0.6075 | 0.5420 | 0.6075 | 0.7794 |
192
+ | No log | 4.2727 | 282 | 0.6644 | 0.4601 | 0.6644 | 0.8151 |
193
+ | No log | 4.3030 | 284 | 0.7824 | 0.4854 | 0.7824 | 0.8846 |
194
+ | No log | 4.3333 | 286 | 0.7903 | 0.4707 | 0.7903 | 0.8890 |
195
+ | No log | 4.3636 | 288 | 0.6925 | 0.4436 | 0.6925 | 0.8322 |
196
+ | No log | 4.3939 | 290 | 0.6296 | 0.4759 | 0.6296 | 0.7935 |
197
+ | No log | 4.4242 | 292 | 0.5991 | 0.4770 | 0.5991 | 0.7740 |
198
+ | No log | 4.4545 | 294 | 0.5891 | 0.4350 | 0.5891 | 0.7675 |
199
+ | No log | 4.4848 | 296 | 0.6042 | 0.4274 | 0.6042 | 0.7773 |
200
+ | No log | 4.5152 | 298 | 0.6956 | 0.4510 | 0.6956 | 0.8340 |
201
+ | No log | 4.5455 | 300 | 0.8273 | 0.4312 | 0.8273 | 0.9096 |
202
+ | No log | 4.5758 | 302 | 0.7970 | 0.4565 | 0.7970 | 0.8928 |
203
+ | No log | 4.6061 | 304 | 0.7430 | 0.4411 | 0.7430 | 0.8620 |
204
+ | No log | 4.6364 | 306 | 0.6427 | 0.4757 | 0.6427 | 0.8017 |
205
+ | No log | 4.6667 | 308 | 0.6557 | 0.4955 | 0.6557 | 0.8098 |
206
+ | No log | 4.6970 | 310 | 0.6590 | 0.4908 | 0.6590 | 0.8118 |
207
+ | No log | 4.7273 | 312 | 0.6586 | 0.4804 | 0.6586 | 0.8116 |
208
+ | No log | 4.7576 | 314 | 0.7156 | 0.4420 | 0.7156 | 0.8459 |
209
+ | No log | 4.7879 | 316 | 0.7504 | 0.4813 | 0.7504 | 0.8662 |
210
+ | No log | 4.8182 | 318 | 0.6743 | 0.4343 | 0.6743 | 0.8211 |
211
+ | No log | 4.8485 | 320 | 0.6258 | 0.4381 | 0.6258 | 0.7911 |
212
+ | No log | 4.8788 | 322 | 0.6246 | 0.4196 | 0.6246 | 0.7903 |
213
+ | No log | 4.9091 | 324 | 0.6527 | 0.4258 | 0.6527 | 0.8079 |
214
+ | No log | 4.9394 | 326 | 0.7451 | 0.4482 | 0.7451 | 0.8632 |
215
+ | No log | 4.9697 | 328 | 0.7615 | 0.4467 | 0.7615 | 0.8726 |
216
+ | No log | 5.0 | 330 | 0.6440 | 0.3989 | 0.6440 | 0.8025 |
217
+ | No log | 5.0303 | 332 | 0.5931 | 0.4569 | 0.5931 | 0.7702 |
218
+ | No log | 5.0606 | 334 | 0.5793 | 0.4465 | 0.5793 | 0.7611 |
219
+ | No log | 5.0909 | 336 | 0.5706 | 0.4540 | 0.5706 | 0.7554 |
220
+ | No log | 5.1212 | 338 | 0.5692 | 0.4185 | 0.5692 | 0.7545 |
221
+ | No log | 5.1515 | 340 | 0.5719 | 0.4642 | 0.5719 | 0.7563 |
222
+ | No log | 5.1818 | 342 | 0.6133 | 0.4855 | 0.6133 | 0.7831 |
223
+ | No log | 5.2121 | 344 | 0.6375 | 0.4559 | 0.6375 | 0.7984 |
224
+ | No log | 5.2424 | 346 | 0.5787 | 0.4512 | 0.5787 | 0.7607 |
225
+ | No log | 5.2727 | 348 | 0.5841 | 0.4536 | 0.5841 | 0.7643 |
226
+ | No log | 5.3030 | 350 | 0.6138 | 0.4875 | 0.6138 | 0.7834 |
227
+ | No log | 5.3333 | 352 | 0.6032 | 0.5041 | 0.6032 | 0.7767 |
228
+ | No log | 5.3636 | 354 | 0.5917 | 0.4863 | 0.5917 | 0.7693 |
229
+ | No log | 5.3939 | 356 | 0.5821 | 0.4920 | 0.5821 | 0.7630 |
230
+ | No log | 5.4242 | 358 | 0.5692 | 0.5133 | 0.5692 | 0.7544 |
231
+ | No log | 5.4545 | 360 | 0.5492 | 0.4166 | 0.5492 | 0.7411 |
232
+ | No log | 5.4848 | 362 | 0.5609 | 0.4020 | 0.5609 | 0.7489 |
233
+ | No log | 5.5152 | 364 | 0.5727 | 0.4568 | 0.5727 | 0.7567 |
234
+ | No log | 5.5455 | 366 | 0.6458 | 0.5145 | 0.6458 | 0.8036 |
235
+ | No log | 5.5758 | 368 | 0.7154 | 0.5334 | 0.7154 | 0.8458 |
236
+ | No log | 5.6061 | 370 | 0.6886 | 0.5423 | 0.6886 | 0.8298 |
237
+ | No log | 5.6364 | 372 | 0.6272 | 0.5433 | 0.6272 | 0.7919 |
238
+ | No log | 5.6667 | 374 | 0.5995 | 0.4928 | 0.5995 | 0.7743 |
239
+ | No log | 5.6970 | 376 | 0.6158 | 0.4887 | 0.6158 | 0.7847 |
240
+ | No log | 5.7273 | 378 | 0.7061 | 0.5322 | 0.7061 | 0.8403 |
241
+ | No log | 5.7576 | 380 | 0.6838 | 0.5182 | 0.6838 | 0.8269 |
242
+ | No log | 5.7879 | 382 | 0.5873 | 0.4948 | 0.5873 | 0.7664 |
243
+ | No log | 5.8182 | 384 | 0.5674 | 0.5096 | 0.5674 | 0.7533 |
244
+ | No log | 5.8485 | 386 | 0.5745 | 0.5096 | 0.5745 | 0.7579 |
245
+ | No log | 5.8788 | 388 | 0.5728 | 0.5057 | 0.5728 | 0.7568 |
246
+ | No log | 5.9091 | 390 | 0.6111 | 0.5355 | 0.6111 | 0.7817 |
247
+ | No log | 5.9394 | 392 | 0.7185 | 0.4618 | 0.7185 | 0.8477 |
248
+ | No log | 5.9697 | 394 | 0.7271 | 0.4745 | 0.7271 | 0.8527 |
249
+ | No log | 6.0 | 396 | 0.6373 | 0.4898 | 0.6373 | 0.7983 |
250
+ | No log | 6.0303 | 398 | 0.5958 | 0.4938 | 0.5958 | 0.7719 |
251
+ | No log | 6.0606 | 400 | 0.5834 | 0.4559 | 0.5834 | 0.7638 |
252
+ | No log | 6.0909 | 402 | 0.5930 | 0.3894 | 0.5930 | 0.7700 |
253
+ | No log | 6.1212 | 404 | 0.6477 | 0.4769 | 0.6477 | 0.8048 |
254
+ | No log | 6.1515 | 406 | 0.6430 | 0.4646 | 0.6430 | 0.8019 |
255
+ | No log | 6.1818 | 408 | 0.5802 | 0.4307 | 0.5802 | 0.7617 |
256
+ | No log | 6.2121 | 410 | 0.5687 | 0.4719 | 0.5687 | 0.7541 |
257
+ | No log | 6.2424 | 412 | 0.5708 | 0.4666 | 0.5708 | 0.7555 |
258
+ | No log | 6.2727 | 414 | 0.5852 | 0.4526 | 0.5852 | 0.7650 |
259
+ | No log | 6.3030 | 416 | 0.6753 | 0.4927 | 0.6753 | 0.8218 |
260
+ | No log | 6.3333 | 418 | 0.6999 | 0.4941 | 0.6999 | 0.8366 |
261
+ | No log | 6.3636 | 420 | 0.6612 | 0.4771 | 0.6612 | 0.8131 |
262
+ | No log | 6.3939 | 422 | 0.5875 | 0.4751 | 0.5875 | 0.7665 |
263
+ | No log | 6.4242 | 424 | 0.5558 | 0.4321 | 0.5558 | 0.7455 |
264
+ | No log | 6.4545 | 426 | 0.5510 | 0.4398 | 0.5510 | 0.7423 |
265
+ | No log | 6.4848 | 428 | 0.5511 | 0.3973 | 0.5511 | 0.7424 |
266
+ | No log | 6.5152 | 430 | 0.5865 | 0.4553 | 0.5865 | 0.7658 |
267
+ | No log | 6.5455 | 432 | 0.6510 | 0.5078 | 0.6510 | 0.8069 |
268
+ | No log | 6.5758 | 434 | 0.6614 | 0.4764 | 0.6614 | 0.8133 |
269
+ | No log | 6.6061 | 436 | 0.5964 | 0.4336 | 0.5964 | 0.7722 |
270
+ | No log | 6.6364 | 438 | 0.5731 | 0.4265 | 0.5731 | 0.7570 |
271
+ | No log | 6.6667 | 440 | 0.6180 | 0.5053 | 0.6180 | 0.7861 |
272
+ | No log | 6.6970 | 442 | 0.6422 | 0.5589 | 0.6422 | 0.8014 |
273
+ | No log | 6.7273 | 444 | 0.6178 | 0.4827 | 0.6178 | 0.7860 |
274
+ | No log | 6.7576 | 446 | 0.6027 | 0.5048 | 0.6027 | 0.7763 |
275
+ | No log | 6.7879 | 448 | 0.6377 | 0.5156 | 0.6377 | 0.7986 |
276
+ | No log | 6.8182 | 450 | 0.6358 | 0.5339 | 0.6358 | 0.7974 |
277
+ | No log | 6.8485 | 452 | 0.6185 | 0.5195 | 0.6185 | 0.7865 |
278
+ | No log | 6.8788 | 454 | 0.6161 | 0.5155 | 0.6161 | 0.7849 |
279
+ | No log | 6.9091 | 456 | 0.6091 | 0.4766 | 0.6091 | 0.7804 |
280
+ | No log | 6.9394 | 458 | 0.6441 | 0.4935 | 0.6441 | 0.8026 |
281
+ | No log | 6.9697 | 460 | 0.6545 | 0.5023 | 0.6545 | 0.8090 |
282
+ | No log | 7.0 | 462 | 0.5925 | 0.4463 | 0.5925 | 0.7698 |
283
+ | No log | 7.0303 | 464 | 0.5732 | 0.3587 | 0.5732 | 0.7571 |
284
+ | No log | 7.0606 | 466 | 0.6089 | 0.4925 | 0.6089 | 0.7803 |
285
+ | No log | 7.0909 | 468 | 0.6028 | 0.4876 | 0.6028 | 0.7764 |
286
+ | No log | 7.1212 | 470 | 0.5900 | 0.4278 | 0.5900 | 0.7681 |
287
+ | No log | 7.1515 | 472 | 0.5834 | 0.4460 | 0.5834 | 0.7638 |
288
+ | No log | 7.1818 | 474 | 0.5763 | 0.3968 | 0.5763 | 0.7591 |
289
+ | No log | 7.2121 | 476 | 0.5728 | 0.4291 | 0.5728 | 0.7568 |
290
+ | No log | 7.2424 | 478 | 0.5845 | 0.5137 | 0.5845 | 0.7645 |
291
+ | No log | 7.2727 | 480 | 0.5687 | 0.5270 | 0.5687 | 0.7542 |
292
+ | No log | 7.3030 | 482 | 0.5721 | 0.5105 | 0.5721 | 0.7563 |
293
+ | No log | 7.3333 | 484 | 0.5821 | 0.5016 | 0.5821 | 0.7629 |
294
+ | No log | 7.3636 | 486 | 0.5978 | 0.5205 | 0.5978 | 0.7732 |
295
+ | No log | 7.3939 | 488 | 0.6513 | 0.4976 | 0.6513 | 0.8070 |
296
+ | No log | 7.4242 | 490 | 0.6193 | 0.4842 | 0.6193 | 0.7869 |
297
+ | No log | 7.4545 | 492 | 0.5926 | 0.4975 | 0.5926 | 0.7698 |
298
+ | No log | 7.4848 | 494 | 0.5685 | 0.5184 | 0.5685 | 0.7540 |
299
+ | No log | 7.5152 | 496 | 0.5642 | 0.4591 | 0.5642 | 0.7511 |
300
+ | No log | 7.5455 | 498 | 0.5645 | 0.4809 | 0.5645 | 0.7514 |
301
+ | 0.365 | 7.5758 | 500 | 0.5696 | 0.4809 | 0.5696 | 0.7547 |
302
+ | 0.365 | 7.6061 | 502 | 0.5845 | 0.5265 | 0.5845 | 0.7645 |
303
+ | 0.365 | 7.6364 | 504 | 0.5997 | 0.4867 | 0.5997 | 0.7744 |
304
+ | 0.365 | 7.6667 | 506 | 0.5995 | 0.5138 | 0.5995 | 0.7743 |
305
+ | 0.365 | 7.6970 | 508 | 0.5957 | 0.5004 | 0.5957 | 0.7718 |
306
+ | 0.365 | 7.7273 | 510 | 0.5819 | 0.4653 | 0.5819 | 0.7628 |
307
+ | 0.365 | 7.7576 | 512 | 0.6377 | 0.4761 | 0.6377 | 0.7986 |
308
+ | 0.365 | 7.7879 | 514 | 0.6919 | 0.4495 | 0.6919 | 0.8318 |
309
+ | 0.365 | 7.8182 | 516 | 0.6691 | 0.4929 | 0.6691 | 0.8180 |
310
+ | 0.365 | 7.8485 | 518 | 0.6075 | 0.4847 | 0.6075 | 0.7794 |
311
+ | 0.365 | 7.8788 | 520 | 0.5949 | 0.4640 | 0.5949 | 0.7713 |
312
+ | 0.365 | 7.9091 | 522 | 0.6123 | 0.4954 | 0.6123 | 0.7825 |
313
+ | 0.365 | 7.9394 | 524 | 0.6110 | 0.5043 | 0.6110 | 0.7817 |
314
+ | 0.365 | 7.9697 | 526 | 0.5803 | 0.4579 | 0.5803 | 0.7617 |
315
+ | 0.365 | 8.0 | 528 | 0.5692 | 0.4192 | 0.5692 | 0.7544 |
316
+ | 0.365 | 8.0303 | 530 | 0.5701 | 0.4132 | 0.5701 | 0.7551 |
317
+ | 0.365 | 8.0606 | 532 | 0.5876 | 0.4628 | 0.5876 | 0.7665 |
318
+ | 0.365 | 8.0909 | 534 | 0.5948 | 0.5031 | 0.5948 | 0.7712 |
319
+ | 0.365 | 8.1212 | 536 | 0.5994 | 0.4910 | 0.5994 | 0.7742 |
320
+ | 0.365 | 8.1515 | 538 | 0.5788 | 0.4608 | 0.5788 | 0.7608 |
321
+ | 0.365 | 8.1818 | 540 | 0.5690 | 0.4559 | 0.5690 | 0.7543 |
322
+ | 0.365 | 8.2121 | 542 | 0.5620 | 0.4356 | 0.5620 | 0.7497 |
323
+ | 0.365 | 8.2424 | 544 | 0.5573 | 0.4368 | 0.5573 | 0.7465 |
324
+ | 0.365 | 8.2727 | 546 | 0.5551 | 0.4212 | 0.5551 | 0.7451 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
325
 
326
 
327
  ### Framework versions