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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_task7_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_task7_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: 0.6481
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- - Qwk: 0.5500
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- - Mse: 0.6481
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- - Rmse: 0.8050
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  ## Model description
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@@ -49,262 +49,283 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0312 | 2 | 2.5993 | -0.0593 | 2.5993 | 1.6122 |
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- | No log | 0.0625 | 4 | 1.2493 | 0.0982 | 1.2493 | 1.1177 |
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- | No log | 0.0938 | 6 | 0.8911 | 0.0145 | 0.8911 | 0.9440 |
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- | No log | 0.125 | 8 | 0.7589 | 0.0376 | 0.7589 | 0.8711 |
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- | No log | 0.1562 | 10 | 0.8983 | 0.1808 | 0.8983 | 0.9478 |
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- | No log | 0.1875 | 12 | 1.0233 | 0.1277 | 1.0233 | 1.0116 |
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- | No log | 0.2188 | 14 | 0.8984 | 0.2308 | 0.8984 | 0.9478 |
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- | No log | 0.25 | 16 | 0.7303 | 0.2621 | 0.7303 | 0.8546 |
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- | No log | 0.2812 | 18 | 0.7291 | 0.2490 | 0.7291 | 0.8539 |
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- | No log | 0.3125 | 20 | 0.7961 | 0.2705 | 0.7961 | 0.8922 |
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- | No log | 0.3438 | 22 | 0.7005 | 0.2325 | 0.7005 | 0.8370 |
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- | No log | 0.375 | 24 | 0.6840 | 0.3127 | 0.6840 | 0.8271 |
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- | No log | 0.4062 | 26 | 0.7937 | 0.3606 | 0.7937 | 0.8909 |
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- | No log | 0.4375 | 28 | 0.6765 | 0.3425 | 0.6765 | 0.8225 |
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- | No log | 0.4688 | 30 | 0.8270 | 0.3204 | 0.8270 | 0.9094 |
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- | No log | 0.5 | 32 | 1.0347 | 0.2009 | 1.0347 | 1.0172 |
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- | No log | 0.5312 | 34 | 1.1963 | 0.1710 | 1.1963 | 1.0938 |
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- | No log | 0.5625 | 36 | 1.2997 | 0.1694 | 1.2997 | 1.1401 |
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- | No log | 0.5938 | 38 | 1.1482 | 0.2199 | 1.1482 | 1.0715 |
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- | No log | 0.625 | 40 | 0.9135 | 0.2508 | 0.9135 | 0.9558 |
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- | No log | 0.6562 | 42 | 0.6874 | 0.2361 | 0.6874 | 0.8291 |
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- | No log | 0.6875 | 44 | 0.6776 | 0.2540 | 0.6776 | 0.8232 |
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- | No log | 0.7188 | 46 | 0.7047 | 0.2095 | 0.7047 | 0.8394 |
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- | No log | 0.75 | 48 | 0.7640 | 0.1673 | 0.7640 | 0.8741 |
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- | No log | 0.7812 | 50 | 0.8609 | 0.1697 | 0.8609 | 0.9279 |
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- | No log | 0.8125 | 52 | 1.0069 | 0.2394 | 1.0069 | 1.0034 |
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- | No log | 0.8438 | 54 | 0.8118 | 0.2109 | 0.8118 | 0.9010 |
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- | No log | 0.875 | 56 | 0.6465 | 0.1604 | 0.6465 | 0.8041 |
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- | No log | 0.9062 | 58 | 0.7707 | 0.3042 | 0.7707 | 0.8779 |
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- | No log | 0.9375 | 60 | 0.7380 | 0.3675 | 0.7380 | 0.8591 |
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- | No log | 0.9688 | 62 | 0.6079 | 0.3523 | 0.6079 | 0.7797 |
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- | No log | 1.0 | 64 | 0.8162 | 0.3917 | 0.8162 | 0.9034 |
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- | No log | 1.0312 | 66 | 1.0775 | 0.3024 | 1.0775 | 1.0380 |
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- | No log | 1.0625 | 68 | 1.0460 | 0.3864 | 1.0460 | 1.0228 |
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- | No log | 1.0938 | 70 | 0.8708 | 0.4296 | 0.8708 | 0.9332 |
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- | No log | 1.125 | 72 | 0.7819 | 0.4092 | 0.7819 | 0.8842 |
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- | No log | 1.1562 | 74 | 0.7410 | 0.4289 | 0.7410 | 0.8608 |
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- | No log | 1.1875 | 76 | 0.7586 | 0.3917 | 0.7586 | 0.8710 |
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- | No log | 1.2188 | 78 | 0.6834 | 0.4051 | 0.6834 | 0.8267 |
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- | No log | 1.25 | 80 | 0.5966 | 0.4126 | 0.5966 | 0.7724 |
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- | No log | 1.2812 | 82 | 0.6260 | 0.3023 | 0.6260 | 0.7912 |
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- | No log | 1.3125 | 84 | 0.6298 | 0.3183 | 0.6298 | 0.7936 |
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- | No log | 1.3438 | 86 | 0.5904 | 0.3915 | 0.5904 | 0.7684 |
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- | No log | 1.375 | 88 | 0.6777 | 0.4610 | 0.6777 | 0.8232 |
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- | No log | 1.4062 | 90 | 0.7898 | 0.4114 | 0.7898 | 0.8887 |
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- | No log | 1.4375 | 92 | 0.8664 | 0.3766 | 0.8664 | 0.9308 |
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- | No log | 1.4688 | 94 | 0.8693 | 0.3766 | 0.8693 | 0.9324 |
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- | No log | 1.5 | 96 | 0.7934 | 0.4114 | 0.7934 | 0.8907 |
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- | No log | 1.5312 | 98 | 0.6839 | 0.5095 | 0.6839 | 0.8270 |
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- | No log | 1.5625 | 100 | 0.7143 | 0.5184 | 0.7143 | 0.8452 |
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- | No log | 1.5938 | 102 | 0.8292 | 0.2555 | 0.8292 | 0.9106 |
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- | No log | 1.625 | 104 | 0.7728 | 0.3657 | 0.7728 | 0.8791 |
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- | No log | 1.6562 | 106 | 0.6547 | 0.4719 | 0.6547 | 0.8091 |
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- | No log | 1.6875 | 108 | 0.6695 | 0.4908 | 0.6695 | 0.8182 |
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- | No log | 1.7188 | 110 | 0.6467 | 0.5189 | 0.6467 | 0.8042 |
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- | No log | 1.75 | 112 | 0.6436 | 0.4938 | 0.6436 | 0.8022 |
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- | No log | 1.7812 | 114 | 0.6821 | 0.5046 | 0.6821 | 0.8259 |
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- | No log | 1.8125 | 116 | 0.7281 | 0.3876 | 0.7281 | 0.8533 |
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- | No log | 1.8438 | 118 | 0.7593 | 0.4451 | 0.7593 | 0.8714 |
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- | No log | 1.875 | 120 | 0.7406 | 0.3661 | 0.7406 | 0.8606 |
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- | No log | 1.9062 | 122 | 0.6137 | 0.4345 | 0.6137 | 0.7834 |
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- | No log | 1.9375 | 124 | 0.6405 | 0.4330 | 0.6405 | 0.8003 |
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- | No log | 1.9688 | 126 | 0.6588 | 0.4554 | 0.6588 | 0.8117 |
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- | No log | 2.0 | 128 | 0.5914 | 0.3572 | 0.5914 | 0.7690 |
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- | No log | 2.0312 | 130 | 0.6341 | 0.4452 | 0.6341 | 0.7963 |
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- | No log | 2.0625 | 132 | 0.6194 | 0.4452 | 0.6194 | 0.7870 |
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- | No log | 2.0938 | 134 | 0.5759 | 0.4463 | 0.5759 | 0.7589 |
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- | No log | 2.125 | 136 | 0.6222 | 0.4587 | 0.6222 | 0.7888 |
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- | No log | 2.1562 | 138 | 0.6027 | 0.5134 | 0.6027 | 0.7763 |
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- | No log | 2.1875 | 140 | 0.7245 | 0.5407 | 0.7245 | 0.8512 |
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- | No log | 2.2188 | 142 | 1.0430 | 0.1727 | 1.0430 | 1.0213 |
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- | No log | 2.25 | 144 | 0.9410 | 0.2594 | 0.9410 | 0.9701 |
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- | No log | 2.2812 | 146 | 0.6663 | 0.5348 | 0.6663 | 0.8162 |
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- | No log | 2.3125 | 148 | 0.5948 | 0.4907 | 0.5948 | 0.7712 |
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- | No log | 2.3438 | 150 | 0.6123 | 0.4543 | 0.6123 | 0.7825 |
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- | No log | 2.375 | 152 | 0.6175 | 0.4036 | 0.6175 | 0.7858 |
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- | No log | 2.4062 | 154 | 0.6193 | 0.4722 | 0.6193 | 0.7870 |
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- | No log | 2.4375 | 156 | 0.6513 | 0.5195 | 0.6513 | 0.8070 |
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- | No log | 2.4688 | 158 | 0.6884 | 0.4373 | 0.6884 | 0.8297 |
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- | No log | 2.5 | 160 | 0.6663 | 0.4727 | 0.6663 | 0.8163 |
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- | No log | 2.5312 | 162 | 0.6231 | 0.4824 | 0.6231 | 0.7893 |
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- | No log | 2.5625 | 164 | 0.6359 | 0.5144 | 0.6359 | 0.7974 |
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- | No log | 2.5938 | 166 | 0.6206 | 0.5212 | 0.6206 | 0.7878 |
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- | No log | 2.625 | 168 | 0.6025 | 0.4910 | 0.6025 | 0.7762 |
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- | No log | 2.6562 | 170 | 0.6074 | 0.4975 | 0.6074 | 0.7793 |
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- | No log | 2.6875 | 172 | 0.6177 | 0.4752 | 0.6177 | 0.7859 |
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- | No log | 2.7188 | 174 | 0.7066 | 0.4545 | 0.7066 | 0.8406 |
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- | No log | 2.75 | 176 | 0.6944 | 0.4598 | 0.6944 | 0.8333 |
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- | No log | 2.7812 | 178 | 0.6280 | 0.4370 | 0.6280 | 0.7925 |
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- | No log | 2.8125 | 180 | 0.6117 | 0.4427 | 0.6117 | 0.7821 |
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- | No log | 2.8438 | 182 | 0.6646 | 0.4634 | 0.6646 | 0.8152 |
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- | No log | 2.875 | 184 | 0.6903 | 0.5251 | 0.6903 | 0.8308 |
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- | No log | 2.9062 | 186 | 0.6559 | 0.4689 | 0.6559 | 0.8099 |
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- | No log | 2.9375 | 188 | 0.6573 | 0.4997 | 0.6573 | 0.8107 |
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- | No log | 2.9688 | 190 | 0.6378 | 0.4673 | 0.6378 | 0.7986 |
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- | No log | 3.0 | 192 | 0.5875 | 0.4725 | 0.5875 | 0.7665 |
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- | No log | 3.0312 | 194 | 0.5556 | 0.5336 | 0.5556 | 0.7454 |
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- | No log | 3.0625 | 196 | 0.5502 | 0.5436 | 0.5502 | 0.7418 |
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- | No log | 3.0938 | 198 | 0.6311 | 0.5046 | 0.6311 | 0.7944 |
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- | No log | 3.125 | 200 | 0.6856 | 0.5018 | 0.6856 | 0.8280 |
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- | No log | 3.1562 | 202 | 0.6377 | 0.5190 | 0.6377 | 0.7986 |
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- | No log | 3.1875 | 204 | 0.5446 | 0.5519 | 0.5446 | 0.7380 |
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- | No log | 3.2188 | 206 | 0.5876 | 0.5425 | 0.5876 | 0.7666 |
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- | No log | 3.25 | 208 | 0.5602 | 0.5929 | 0.5602 | 0.7485 |
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- | No log | 3.2812 | 210 | 0.7025 | 0.5326 | 0.7025 | 0.8382 |
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- | No log | 3.3125 | 212 | 0.8812 | 0.3699 | 0.8812 | 0.9387 |
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- | No log | 3.3438 | 214 | 0.7698 | 0.5209 | 0.7698 | 0.8774 |
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- | No log | 3.375 | 216 | 0.5718 | 0.5052 | 0.5718 | 0.7562 |
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- | No log | 3.4062 | 218 | 0.5706 | 0.6187 | 0.5706 | 0.7554 |
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- | No log | 3.4375 | 220 | 0.5506 | 0.6084 | 0.5506 | 0.7420 |
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- | No log | 3.4688 | 222 | 0.5226 | 0.5741 | 0.5226 | 0.7229 |
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- | No log | 3.5 | 224 | 0.6153 | 0.5190 | 0.6153 | 0.7844 |
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- | No log | 3.5312 | 226 | 0.9597 | 0.3497 | 0.9597 | 0.9796 |
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- | No log | 3.5625 | 228 | 1.2603 | 0.2637 | 1.2603 | 1.1227 |
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- | No log | 3.5938 | 230 | 1.1957 | 0.2658 | 1.1957 | 1.0935 |
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- | No log | 3.625 | 232 | 0.8754 | 0.3547 | 0.8754 | 0.9356 |
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- | No log | 3.6562 | 234 | 0.5807 | 0.4834 | 0.5807 | 0.7620 |
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- | No log | 3.6875 | 236 | 0.5572 | 0.5299 | 0.5572 | 0.7465 |
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- | No log | 3.7188 | 238 | 0.6547 | 0.4756 | 0.6547 | 0.8091 |
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- | No log | 3.75 | 240 | 0.8095 | 0.4383 | 0.8095 | 0.8997 |
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- | No log | 3.7812 | 242 | 0.8077 | 0.4240 | 0.8077 | 0.8987 |
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- | No log | 3.8125 | 244 | 0.6316 | 0.4634 | 0.6316 | 0.7948 |
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- | No log | 3.8438 | 246 | 0.5430 | 0.5248 | 0.5430 | 0.7369 |
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- | No log | 3.875 | 248 | 0.5377 | 0.5009 | 0.5377 | 0.7333 |
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- | No log | 3.9062 | 250 | 0.5768 | 0.5406 | 0.5768 | 0.7595 |
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- | No log | 3.9375 | 252 | 0.6137 | 0.5136 | 0.6137 | 0.7834 |
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- | No log | 3.9688 | 254 | 0.6130 | 0.5136 | 0.6130 | 0.7830 |
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- | No log | 4.0 | 256 | 0.5808 | 0.5319 | 0.5808 | 0.7621 |
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- | No log | 4.0312 | 258 | 0.6123 | 0.4767 | 0.6123 | 0.7825 |
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- | No log | 4.0625 | 260 | 0.6405 | 0.4574 | 0.6405 | 0.8003 |
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- | No log | 4.0938 | 262 | 0.6168 | 0.4735 | 0.6168 | 0.7854 |
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- | No log | 4.125 | 264 | 0.6763 | 0.4527 | 0.6763 | 0.8224 |
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- | No log | 4.1562 | 266 | 0.8600 | 0.3176 | 0.8600 | 0.9274 |
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- | No log | 4.1875 | 268 | 0.8174 | 0.4039 | 0.8174 | 0.9041 |
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- | No log | 4.2188 | 270 | 0.6388 | 0.4636 | 0.6388 | 0.7993 |
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- | No log | 4.25 | 272 | 0.5812 | 0.4502 | 0.5812 | 0.7624 |
188
- | No log | 4.2812 | 274 | 0.7066 | 0.3675 | 0.7066 | 0.8406 |
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- | No log | 4.3125 | 276 | 0.7645 | 0.3433 | 0.7645 | 0.8744 |
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- | No log | 4.3438 | 278 | 0.6581 | 0.3894 | 0.6581 | 0.8112 |
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- | No log | 4.375 | 280 | 0.5565 | 0.4397 | 0.5565 | 0.7460 |
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- | No log | 4.4062 | 282 | 0.6676 | 0.4038 | 0.6676 | 0.8171 |
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- | No log | 4.4375 | 284 | 1.0538 | 0.2457 | 1.0538 | 1.0265 |
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- | No log | 4.4688 | 286 | 1.2749 | 0.1686 | 1.2749 | 1.1291 |
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- | No log | 4.5 | 288 | 1.2700 | 0.1686 | 1.2700 | 1.1269 |
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- | No log | 4.5312 | 290 | 1.0474 | 0.3046 | 1.0474 | 1.0234 |
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- | No log | 4.5625 | 292 | 0.7401 | 0.4472 | 0.7401 | 0.8603 |
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- | No log | 4.5938 | 294 | 0.5855 | 0.6130 | 0.5855 | 0.7652 |
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- | No log | 4.625 | 296 | 0.5736 | 0.5288 | 0.5736 | 0.7574 |
200
- | No log | 4.6562 | 298 | 0.5702 | 0.5840 | 0.5702 | 0.7551 |
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- | No log | 4.6875 | 300 | 0.5984 | 0.5058 | 0.5984 | 0.7736 |
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- | No log | 4.7188 | 302 | 0.7866 | 0.4668 | 0.7866 | 0.8869 |
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- | No log | 4.75 | 304 | 0.9077 | 0.3846 | 0.9077 | 0.9527 |
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- | No log | 4.7812 | 306 | 0.8615 | 0.3882 | 0.8615 | 0.9282 |
205
- | No log | 4.8125 | 308 | 0.7102 | 0.4290 | 0.7102 | 0.8427 |
206
- | No log | 4.8438 | 310 | 0.5876 | 0.4813 | 0.5876 | 0.7665 |
207
- | No log | 4.875 | 312 | 0.5744 | 0.5053 | 0.5744 | 0.7579 |
208
- | No log | 4.9062 | 314 | 0.5698 | 0.5289 | 0.5698 | 0.7549 |
209
- | No log | 4.9375 | 316 | 0.5759 | 0.5234 | 0.5759 | 0.7589 |
210
- | No log | 4.9688 | 318 | 0.6642 | 0.5030 | 0.6642 | 0.8150 |
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- | No log | 5.0 | 320 | 0.6709 | 0.4987 | 0.6709 | 0.8191 |
212
- | No log | 5.0312 | 322 | 0.5903 | 0.5058 | 0.5903 | 0.7683 |
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- | No log | 5.0625 | 324 | 0.5459 | 0.5377 | 0.5459 | 0.7388 |
214
- | No log | 5.0938 | 326 | 0.5523 | 0.5211 | 0.5523 | 0.7431 |
215
- | No log | 5.125 | 328 | 0.5514 | 0.4622 | 0.5514 | 0.7425 |
216
- | No log | 5.1562 | 330 | 0.5077 | 0.5195 | 0.5077 | 0.7125 |
217
- | No log | 5.1875 | 332 | 0.5070 | 0.5970 | 0.5070 | 0.7120 |
218
- | No log | 5.2188 | 334 | 0.5390 | 0.5335 | 0.5390 | 0.7341 |
219
- | No log | 5.25 | 336 | 0.5444 | 0.4876 | 0.5444 | 0.7379 |
220
- | No log | 5.2812 | 338 | 0.5266 | 0.5286 | 0.5266 | 0.7257 |
221
- | No log | 5.3125 | 340 | 0.5214 | 0.5533 | 0.5214 | 0.7221 |
222
- | No log | 5.3438 | 342 | 0.5352 | 0.5053 | 0.5352 | 0.7315 |
223
- | No log | 5.375 | 344 | 0.5404 | 0.5320 | 0.5404 | 0.7351 |
224
- | No log | 5.4062 | 346 | 0.5942 | 0.5392 | 0.5942 | 0.7708 |
225
- | No log | 5.4375 | 348 | 0.8024 | 0.4717 | 0.8024 | 0.8958 |
226
- | No log | 5.4688 | 350 | 1.0719 | 0.3160 | 1.0719 | 1.0353 |
227
- | No log | 5.5 | 352 | 1.1116 | 0.2744 | 1.1116 | 1.0543 |
228
- | No log | 5.5312 | 354 | 0.9415 | 0.3480 | 0.9415 | 0.9703 |
229
- | No log | 5.5625 | 356 | 0.6929 | 0.4859 | 0.6929 | 0.8324 |
230
- | No log | 5.5938 | 358 | 0.5354 | 0.5797 | 0.5354 | 0.7317 |
231
- | No log | 5.625 | 360 | 0.5301 | 0.4856 | 0.5301 | 0.7281 |
232
- | No log | 5.6562 | 362 | 0.5245 | 0.5235 | 0.5245 | 0.7242 |
233
- | No log | 5.6875 | 364 | 0.5696 | 0.5267 | 0.5696 | 0.7547 |
234
- | No log | 5.7188 | 366 | 0.7182 | 0.4477 | 0.7182 | 0.8475 |
235
- | No log | 5.75 | 368 | 0.7751 | 0.4332 | 0.7751 | 0.8804 |
236
- | No log | 5.7812 | 370 | 0.7202 | 0.4477 | 0.7202 | 0.8487 |
237
- | No log | 5.8125 | 372 | 0.6433 | 0.4729 | 0.6433 | 0.8021 |
238
- | No log | 5.8438 | 374 | 0.5695 | 0.4569 | 0.5695 | 0.7546 |
239
- | No log | 5.875 | 376 | 0.5541 | 0.4489 | 0.5541 | 0.7444 |
240
- | No log | 5.9062 | 378 | 0.5594 | 0.4035 | 0.5594 | 0.7479 |
241
- | No log | 5.9375 | 380 | 0.5429 | 0.4586 | 0.5429 | 0.7368 |
242
- | No log | 5.9688 | 382 | 0.5591 | 0.3323 | 0.5591 | 0.7477 |
243
- | No log | 6.0 | 384 | 0.6410 | 0.3496 | 0.6410 | 0.8007 |
244
- | No log | 6.0312 | 386 | 0.6865 | 0.3617 | 0.6865 | 0.8285 |
245
- | No log | 6.0625 | 388 | 0.6732 | 0.4079 | 0.6732 | 0.8205 |
246
- | No log | 6.0938 | 390 | 0.5998 | 0.5061 | 0.5998 | 0.7745 |
247
- | No log | 6.125 | 392 | 0.5582 | 0.5918 | 0.5582 | 0.7472 |
248
- | No log | 6.1562 | 394 | 0.5845 | 0.4935 | 0.5845 | 0.7646 |
249
- | No log | 6.1875 | 396 | 0.6514 | 0.4971 | 0.6514 | 0.8071 |
250
- | No log | 6.2188 | 398 | 0.7657 | 0.5073 | 0.7657 | 0.8751 |
251
- | No log | 6.25 | 400 | 0.7803 | 0.4536 | 0.7803 | 0.8833 |
252
- | No log | 6.2812 | 402 | 0.6439 | 0.5175 | 0.6439 | 0.8024 |
253
- | No log | 6.3125 | 404 | 0.5618 | 0.5283 | 0.5618 | 0.7495 |
254
- | No log | 6.3438 | 406 | 0.5224 | 0.5413 | 0.5224 | 0.7228 |
255
- | No log | 6.375 | 408 | 0.5337 | 0.5979 | 0.5337 | 0.7306 |
256
- | No log | 6.4062 | 410 | 0.5827 | 0.5486 | 0.5827 | 0.7633 |
257
- | No log | 6.4375 | 412 | 0.7204 | 0.5058 | 0.7204 | 0.8487 |
258
- | No log | 6.4688 | 414 | 0.8924 | 0.4458 | 0.8924 | 0.9447 |
259
- | No log | 6.5 | 416 | 0.8553 | 0.4683 | 0.8553 | 0.9248 |
260
- | No log | 6.5312 | 418 | 0.7202 | 0.5058 | 0.7202 | 0.8486 |
261
- | No log | 6.5625 | 420 | 0.5744 | 0.6362 | 0.5744 | 0.7579 |
262
- | No log | 6.5938 | 422 | 0.5289 | 0.64 | 0.5289 | 0.7272 |
263
- | No log | 6.625 | 424 | 0.5148 | 0.6210 | 0.5148 | 0.7175 |
264
- | No log | 6.6562 | 426 | 0.5055 | 0.6210 | 0.5055 | 0.7110 |
265
- | No log | 6.6875 | 428 | 0.5014 | 0.6210 | 0.5014 | 0.7081 |
266
- | No log | 6.7188 | 430 | 0.5146 | 0.6688 | 0.5146 | 0.7174 |
267
- | No log | 6.75 | 432 | 0.5605 | 0.5030 | 0.5605 | 0.7487 |
268
- | No log | 6.7812 | 434 | 0.6080 | 0.5436 | 0.6080 | 0.7798 |
269
- | No log | 6.8125 | 436 | 0.6442 | 0.5373 | 0.6442 | 0.8026 |
270
- | No log | 6.8438 | 438 | 0.6705 | 0.5190 | 0.6705 | 0.8189 |
271
- | No log | 6.875 | 440 | 0.6497 | 0.4634 | 0.6497 | 0.8060 |
272
- | No log | 6.9062 | 442 | 0.5764 | 0.5127 | 0.5764 | 0.7592 |
273
- | No log | 6.9375 | 444 | 0.5415 | 0.4497 | 0.5415 | 0.7358 |
274
- | No log | 6.9688 | 446 | 0.5292 | 0.4591 | 0.5292 | 0.7275 |
275
- | No log | 7.0 | 448 | 0.5270 | 0.4224 | 0.5270 | 0.7260 |
276
- | No log | 7.0312 | 450 | 0.5354 | 0.5065 | 0.5354 | 0.7317 |
277
- | No log | 7.0625 | 452 | 0.5637 | 0.4737 | 0.5637 | 0.7508 |
278
- | No log | 7.0938 | 454 | 0.6118 | 0.4250 | 0.6118 | 0.7821 |
279
- | No log | 7.125 | 456 | 0.6183 | 0.4250 | 0.6183 | 0.7863 |
280
- | No log | 7.1562 | 458 | 0.5662 | 0.4875 | 0.5662 | 0.7525 |
281
- | No log | 7.1875 | 460 | 0.5124 | 0.6020 | 0.5124 | 0.7159 |
282
- | No log | 7.2188 | 462 | 0.5197 | 0.6053 | 0.5197 | 0.7209 |
283
- | No log | 7.25 | 464 | 0.5763 | 0.5283 | 0.5763 | 0.7591 |
284
- | No log | 7.2812 | 466 | 0.6553 | 0.5662 | 0.6553 | 0.8095 |
285
- | No log | 7.3125 | 468 | 0.6559 | 0.5662 | 0.6559 | 0.8098 |
286
- | No log | 7.3438 | 470 | 0.6061 | 0.6135 | 0.6061 | 0.7785 |
287
- | No log | 7.375 | 472 | 0.5440 | 0.6195 | 0.5440 | 0.7376 |
288
- | No log | 7.4062 | 474 | 0.5216 | 0.6526 | 0.5216 | 0.7222 |
289
- | No log | 7.4375 | 476 | 0.4774 | 0.7184 | 0.4774 | 0.6910 |
290
- | No log | 7.4688 | 478 | 0.4687 | 0.6124 | 0.4687 | 0.6846 |
291
- | No log | 7.5 | 480 | 0.4571 | 0.5965 | 0.4571 | 0.6761 |
292
- | No log | 7.5312 | 482 | 0.4550 | 0.6479 | 0.4550 | 0.6745 |
293
- | No log | 7.5625 | 484 | 0.4820 | 0.5868 | 0.4820 | 0.6943 |
294
- | No log | 7.5938 | 486 | 0.5780 | 0.5636 | 0.5780 | 0.7602 |
295
- | No log | 7.625 | 488 | 0.6413 | 0.5436 | 0.6413 | 0.8008 |
296
- | No log | 7.6562 | 490 | 0.6572 | 0.5436 | 0.6572 | 0.8107 |
297
- | No log | 7.6875 | 492 | 0.6561 | 0.5500 | 0.6561 | 0.8100 |
298
- | No log | 7.7188 | 494 | 0.6400 | 0.5500 | 0.6400 | 0.8000 |
299
- | No log | 7.75 | 496 | 0.5746 | 0.5457 | 0.5746 | 0.7580 |
300
- | No log | 7.7812 | 498 | 0.5341 | 0.5767 | 0.5341 | 0.7308 |
301
- | 0.3479 | 7.8125 | 500 | 0.5238 | 0.5619 | 0.5238 | 0.7237 |
302
- | 0.3479 | 7.8438 | 502 | 0.5227 | 0.5929 | 0.5227 | 0.7230 |
303
- | 0.3479 | 7.875 | 504 | 0.5786 | 0.5429 | 0.5786 | 0.7606 |
304
- | 0.3479 | 7.9062 | 506 | 0.6413 | 0.5090 | 0.6413 | 0.8008 |
305
- | 0.3479 | 7.9375 | 508 | 0.6639 | 0.5313 | 0.6639 | 0.8148 |
306
- | 0.3479 | 7.9688 | 510 | 0.6766 | 0.5190 | 0.6766 | 0.8226 |
307
- | 0.3479 | 8.0 | 512 | 0.6481 | 0.5500 | 0.6481 | 0.8050 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
308
 
309
 
310
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7925
19
+ - Qwk: 0.2072
20
+ - Mse: 0.7925
21
+ - Rmse: 0.8902
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0286 | 2 | 2.6449 | -0.0729 | 2.6449 | 1.6263 |
53
+ | No log | 0.0571 | 4 | 1.3553 | 0.0183 | 1.3553 | 1.1642 |
54
+ | No log | 0.0857 | 6 | 1.1217 | -0.1787 | 1.1217 | 1.0591 |
55
+ | No log | 0.1143 | 8 | 1.2938 | -0.1356 | 1.2938 | 1.1375 |
56
+ | No log | 0.1429 | 10 | 1.3745 | -0.1005 | 1.3745 | 1.1724 |
57
+ | No log | 0.1714 | 12 | 1.4500 | -0.1559 | 1.4500 | 1.2042 |
58
+ | No log | 0.2 | 14 | 1.6186 | -0.2185 | 1.6186 | 1.2722 |
59
+ | No log | 0.2286 | 16 | 1.8460 | -0.0673 | 1.8460 | 1.3587 |
60
+ | No log | 0.2571 | 18 | 1.4800 | -0.1078 | 1.4800 | 1.2165 |
61
+ | No log | 0.2857 | 20 | 1.4701 | -0.1183 | 1.4701 | 1.2125 |
62
+ | No log | 0.3143 | 22 | 1.3811 | -0.1788 | 1.3811 | 1.1752 |
63
+ | No log | 0.3429 | 24 | 1.2809 | -0.1101 | 1.2809 | 1.1318 |
64
+ | No log | 0.3714 | 26 | 1.2461 | -0.1823 | 1.2461 | 1.1163 |
65
+ | No log | 0.4 | 28 | 1.2604 | -0.2080 | 1.2604 | 1.1227 |
66
+ | No log | 0.4286 | 30 | 1.3035 | -0.1726 | 1.3035 | 1.1417 |
67
+ | No log | 0.4571 | 32 | 1.2663 | -0.2080 | 1.2663 | 1.1253 |
68
+ | No log | 0.4857 | 34 | 1.1786 | -0.0712 | 1.1786 | 1.0856 |
69
+ | No log | 0.5143 | 36 | 1.1819 | 0.0560 | 1.1819 | 1.0871 |
70
+ | No log | 0.5429 | 38 | 1.1664 | 0.0560 | 1.1664 | 1.0800 |
71
+ | No log | 0.5714 | 40 | 1.3699 | -0.1305 | 1.3699 | 1.1704 |
72
+ | No log | 0.6 | 42 | 1.4526 | -0.0599 | 1.4526 | 1.2052 |
73
+ | No log | 0.6286 | 44 | 1.1550 | 0.0331 | 1.1550 | 1.0747 |
74
+ | No log | 0.6571 | 46 | 1.0476 | 0.0702 | 1.0476 | 1.0235 |
75
+ | No log | 0.6857 | 48 | 1.0382 | 0.0980 | 1.0382 | 1.0189 |
76
+ | No log | 0.7143 | 50 | 1.0483 | -0.0041 | 1.0483 | 1.0239 |
77
+ | No log | 0.7429 | 52 | 1.1908 | 0.0305 | 1.1908 | 1.0912 |
78
+ | No log | 0.7714 | 54 | 1.2813 | -0.1023 | 1.2813 | 1.1319 |
79
+ | No log | 0.8 | 56 | 1.5453 | -0.1470 | 1.5453 | 1.2431 |
80
+ | No log | 0.8286 | 58 | 1.3789 | -0.1065 | 1.3789 | 1.1743 |
81
+ | No log | 0.8571 | 60 | 1.0955 | 0.0685 | 1.0955 | 1.0467 |
82
+ | No log | 0.8857 | 62 | 1.0260 | 0.0835 | 1.0260 | 1.0129 |
83
+ | No log | 0.9143 | 64 | 0.9556 | 0.0200 | 0.9556 | 0.9775 |
84
+ | No log | 0.9429 | 66 | 0.9263 | -0.0192 | 0.9263 | 0.9624 |
85
+ | No log | 0.9714 | 68 | 0.9157 | 0.1646 | 0.9157 | 0.9569 |
86
+ | No log | 1.0 | 70 | 0.9525 | 0.0748 | 0.9525 | 0.9760 |
87
+ | No log | 1.0286 | 72 | 0.9687 | 0.1174 | 0.9687 | 0.9842 |
88
+ | No log | 1.0571 | 74 | 0.9931 | 0.1538 | 0.9931 | 0.9965 |
89
+ | No log | 1.0857 | 76 | 1.0138 | 0.1247 | 1.0138 | 1.0069 |
90
+ | No log | 1.1143 | 78 | 1.0940 | 0.0941 | 1.0940 | 1.0459 |
91
+ | No log | 1.1429 | 80 | 1.0835 | 0.0277 | 1.0835 | 1.0409 |
92
+ | No log | 1.1714 | 82 | 1.0510 | 0.1247 | 1.0510 | 1.0252 |
93
+ | No log | 1.2 | 84 | 1.0498 | 0.0839 | 1.0498 | 1.0246 |
94
+ | No log | 1.2286 | 86 | 1.0894 | 0.0627 | 1.0894 | 1.0437 |
95
+ | No log | 1.2571 | 88 | 1.0121 | 0.0485 | 1.0121 | 1.0061 |
96
+ | No log | 1.2857 | 90 | 0.9790 | 0.1906 | 0.9790 | 0.9894 |
97
+ | No log | 1.3143 | 92 | 1.0026 | 0.2007 | 1.0026 | 1.0013 |
98
+ | No log | 1.3429 | 94 | 0.9677 | 0.2352 | 0.9677 | 0.9837 |
99
+ | No log | 1.3714 | 96 | 0.9206 | 0.2373 | 0.9206 | 0.9595 |
100
+ | No log | 1.4 | 98 | 0.8571 | 0.2110 | 0.8571 | 0.9258 |
101
+ | No log | 1.4286 | 100 | 0.8873 | 0.1693 | 0.8873 | 0.9420 |
102
+ | No log | 1.4571 | 102 | 0.9514 | 0.2419 | 0.9514 | 0.9754 |
103
+ | No log | 1.4857 | 104 | 0.9748 | 0.2074 | 0.9748 | 0.9873 |
104
+ | No log | 1.5143 | 106 | 0.9827 | 0.1130 | 0.9827 | 0.9913 |
105
+ | No log | 1.5429 | 108 | 1.0052 | 0.1337 | 1.0052 | 1.0026 |
106
+ | No log | 1.5714 | 110 | 1.0669 | 0.1720 | 1.0669 | 1.0329 |
107
+ | No log | 1.6 | 112 | 1.0598 | 0.2218 | 1.0598 | 1.0295 |
108
+ | No log | 1.6286 | 114 | 1.1875 | 0.1803 | 1.1875 | 1.0897 |
109
+ | No log | 1.6571 | 116 | 1.4992 | 0.1193 | 1.4992 | 1.2244 |
110
+ | No log | 1.6857 | 118 | 1.4485 | 0.0816 | 1.4485 | 1.2035 |
111
+ | No log | 1.7143 | 120 | 1.1269 | 0.1301 | 1.1269 | 1.0615 |
112
+ | No log | 1.7429 | 122 | 1.0240 | 0.1541 | 1.0240 | 1.0119 |
113
+ | No log | 1.7714 | 124 | 1.0472 | 0.0893 | 1.0472 | 1.0233 |
114
+ | No log | 1.8 | 126 | 1.0703 | 0.0538 | 1.0703 | 1.0345 |
115
+ | No log | 1.8286 | 128 | 1.0810 | 0.1489 | 1.0810 | 1.0397 |
116
+ | No log | 1.8571 | 130 | 1.0434 | 0.1611 | 1.0434 | 1.0215 |
117
+ | No log | 1.8857 | 132 | 0.9868 | 0.2310 | 0.9868 | 0.9934 |
118
+ | No log | 1.9143 | 134 | 0.9534 | 0.2513 | 0.9534 | 0.9764 |
119
+ | No log | 1.9429 | 136 | 0.9494 | 0.0459 | 0.9494 | 0.9744 |
120
+ | No log | 1.9714 | 138 | 0.9440 | 0.1170 | 0.9440 | 0.9716 |
121
+ | No log | 2.0 | 140 | 0.9435 | 0.2484 | 0.9435 | 0.9714 |
122
+ | No log | 2.0286 | 142 | 0.9551 | 0.0973 | 0.9551 | 0.9773 |
123
+ | No log | 2.0571 | 144 | 1.0035 | 0.1174 | 1.0035 | 1.0018 |
124
+ | No log | 2.0857 | 146 | 1.0983 | 0.0284 | 1.0983 | 1.0480 |
125
+ | No log | 2.1143 | 148 | 1.0765 | 0.1239 | 1.0765 | 1.0375 |
126
+ | No log | 2.1429 | 150 | 1.1349 | 0.0918 | 1.1349 | 1.0653 |
127
+ | No log | 2.1714 | 152 | 1.2566 | 0.1003 | 1.2566 | 1.1210 |
128
+ | No log | 2.2 | 154 | 1.2395 | 0.0529 | 1.2395 | 1.1133 |
129
+ | No log | 2.2286 | 156 | 1.2399 | 0.0797 | 1.2399 | 1.1135 |
130
+ | No log | 2.2571 | 158 | 1.1999 | 0.0591 | 1.1999 | 1.0954 |
131
+ | No log | 2.2857 | 160 | 1.2527 | 0.0542 | 1.2527 | 1.1192 |
132
+ | No log | 2.3143 | 162 | 1.1737 | 0.1693 | 1.1737 | 1.0834 |
133
+ | No log | 2.3429 | 164 | 1.1423 | -0.0232 | 1.1423 | 1.0688 |
134
+ | No log | 2.3714 | 166 | 1.1337 | 0.0893 | 1.1337 | 1.0648 |
135
+ | No log | 2.4 | 168 | 1.1652 | 0.2132 | 1.1652 | 1.0794 |
136
+ | No log | 2.4286 | 170 | 1.1098 | 0.2276 | 1.1098 | 1.0535 |
137
+ | No log | 2.4571 | 172 | 1.2162 | 0.1233 | 1.2162 | 1.1028 |
138
+ | No log | 2.4857 | 174 | 1.2745 | 0.0790 | 1.2745 | 1.1289 |
139
+ | No log | 2.5143 | 176 | 1.0790 | 0.0960 | 1.0790 | 1.0388 |
140
+ | No log | 2.5429 | 178 | 1.0091 | 0.2606 | 1.0091 | 1.0045 |
141
+ | No log | 2.5714 | 180 | 1.0163 | 0.2606 | 1.0163 | 1.0081 |
142
+ | No log | 2.6 | 182 | 1.0004 | 0.1531 | 1.0004 | 1.0002 |
143
+ | No log | 2.6286 | 184 | 1.0238 | 0.2801 | 1.0238 | 1.0118 |
144
+ | No log | 2.6571 | 186 | 1.0246 | 0.2747 | 1.0246 | 1.0122 |
145
+ | No log | 2.6857 | 188 | 1.0216 | 0.2429 | 1.0216 | 1.0107 |
146
+ | No log | 2.7143 | 190 | 1.0121 | 0.1162 | 1.0121 | 1.0060 |
147
+ | No log | 2.7429 | 192 | 1.0107 | 0.0960 | 1.0107 | 1.0054 |
148
+ | No log | 2.7714 | 194 | 0.9992 | 0.1959 | 0.9992 | 0.9996 |
149
+ | No log | 2.8 | 196 | 1.0426 | 0.2369 | 1.0426 | 1.0211 |
150
+ | No log | 2.8286 | 198 | 1.0097 | 0.2241 | 1.0097 | 1.0048 |
151
+ | No log | 2.8571 | 200 | 1.0126 | 0.2501 | 1.0126 | 1.0063 |
152
+ | No log | 2.8857 | 202 | 1.0432 | 0.2699 | 1.0432 | 1.0214 |
153
+ | No log | 2.9143 | 204 | 0.9393 | 0.2455 | 0.9393 | 0.9692 |
154
+ | No log | 2.9429 | 206 | 0.9074 | 0.2465 | 0.9074 | 0.9526 |
155
+ | No log | 2.9714 | 208 | 0.8959 | 0.2465 | 0.8959 | 0.9465 |
156
+ | No log | 3.0 | 210 | 0.8997 | 0.1950 | 0.8997 | 0.9485 |
157
+ | No log | 3.0286 | 212 | 0.8895 | 0.1846 | 0.8895 | 0.9431 |
158
+ | No log | 3.0571 | 214 | 0.8929 | 0.2688 | 0.8929 | 0.9449 |
159
+ | No log | 3.0857 | 216 | 0.9161 | 0.1833 | 0.9161 | 0.9571 |
160
+ | No log | 3.1143 | 218 | 0.9583 | 0.1840 | 0.9583 | 0.9789 |
161
+ | No log | 3.1429 | 220 | 0.9324 | 0.2739 | 0.9324 | 0.9656 |
162
+ | No log | 3.1714 | 222 | 0.9090 | 0.2504 | 0.9090 | 0.9534 |
163
+ | No log | 3.2 | 224 | 0.9332 | 0.2455 | 0.9332 | 0.9660 |
164
+ | No log | 3.2286 | 226 | 0.9485 | 0.2455 | 0.9485 | 0.9739 |
165
+ | No log | 3.2571 | 228 | 0.9472 | 0.2433 | 0.9472 | 0.9733 |
166
+ | No log | 3.2857 | 230 | 0.9693 | 0.2360 | 0.9693 | 0.9845 |
167
+ | No log | 3.3143 | 232 | 0.9776 | 0.2360 | 0.9776 | 0.9888 |
168
+ | No log | 3.3429 | 234 | 0.9704 | 0.2478 | 0.9704 | 0.9851 |
169
+ | No log | 3.3714 | 236 | 0.9814 | 0.1935 | 0.9814 | 0.9907 |
170
+ | No log | 3.4 | 238 | 1.0198 | 0.1619 | 1.0198 | 1.0098 |
171
+ | No log | 3.4286 | 240 | 0.9580 | 0.2400 | 0.9580 | 0.9788 |
172
+ | No log | 3.4571 | 242 | 0.9488 | 0.2036 | 0.9488 | 0.9740 |
173
+ | No log | 3.4857 | 244 | 0.9623 | 0.2400 | 0.9623 | 0.9809 |
174
+ | No log | 3.5143 | 246 | 1.0047 | 0.1597 | 1.0047 | 1.0023 |
175
+ | No log | 3.5429 | 248 | 1.0050 | 0.1597 | 1.0050 | 1.0025 |
176
+ | No log | 3.5714 | 250 | 1.0000 | 0.2114 | 1.0000 | 1.0000 |
177
+ | No log | 3.6 | 252 | 1.0298 | 0.1803 | 1.0298 | 1.0148 |
178
+ | No log | 3.6286 | 254 | 1.0196 | 0.0703 | 1.0196 | 1.0097 |
179
+ | No log | 3.6571 | 256 | 0.9329 | 0.2377 | 0.9329 | 0.9658 |
180
+ | No log | 3.6857 | 258 | 0.8942 | 0.2377 | 0.8942 | 0.9456 |
181
+ | No log | 3.7143 | 260 | 0.8847 | 0.3068 | 0.8847 | 0.9406 |
182
+ | No log | 3.7429 | 262 | 0.8316 | 0.3285 | 0.8316 | 0.9119 |
183
+ | No log | 3.7714 | 264 | 0.8246 | 0.3386 | 0.8246 | 0.9081 |
184
+ | No log | 3.8 | 266 | 0.8205 | 0.3409 | 0.8205 | 0.9058 |
185
+ | No log | 3.8286 | 268 | 0.8418 | 0.3470 | 0.8418 | 0.9175 |
186
+ | No log | 3.8571 | 270 | 0.8661 | 0.3531 | 0.8661 | 0.9307 |
187
+ | No log | 3.8857 | 272 | 0.8411 | 0.3470 | 0.8411 | 0.9171 |
188
+ | No log | 3.9143 | 274 | 0.8592 | 0.3643 | 0.8592 | 0.9269 |
189
+ | No log | 3.9429 | 276 | 0.9059 | 0.2131 | 0.9059 | 0.9518 |
190
+ | No log | 3.9714 | 278 | 0.8590 | 0.3003 | 0.8590 | 0.9268 |
191
+ | No log | 4.0 | 280 | 0.8117 | 0.3363 | 0.8117 | 0.9009 |
192
+ | No log | 4.0286 | 282 | 0.7950 | 0.3724 | 0.7950 | 0.8916 |
193
+ | No log | 4.0571 | 284 | 0.7904 | 0.4137 | 0.7904 | 0.8891 |
194
+ | No log | 4.0857 | 286 | 0.8505 | 0.2635 | 0.8505 | 0.9222 |
195
+ | No log | 4.1143 | 288 | 0.9203 | 0.2732 | 0.9203 | 0.9593 |
196
+ | No log | 4.1429 | 290 | 0.8859 | 0.3096 | 0.8859 | 0.9412 |
197
+ | No log | 4.1714 | 292 | 0.8140 | 0.3277 | 0.8140 | 0.9022 |
198
+ | No log | 4.2 | 294 | 0.8053 | 0.3277 | 0.8053 | 0.8974 |
199
+ | No log | 4.2286 | 296 | 0.8313 | 0.3562 | 0.8313 | 0.9117 |
200
+ | No log | 4.2571 | 298 | 0.8447 | 0.3501 | 0.8447 | 0.9191 |
201
+ | No log | 4.2857 | 300 | 0.8635 | 0.3027 | 0.8635 | 0.9292 |
202
+ | No log | 4.3143 | 302 | 0.7984 | 0.2744 | 0.7984 | 0.8935 |
203
+ | No log | 4.3429 | 304 | 0.7951 | 0.2827 | 0.7951 | 0.8917 |
204
+ | No log | 4.3714 | 306 | 0.8190 | 0.3161 | 0.8190 | 0.9050 |
205
+ | No log | 4.4 | 308 | 0.8224 | 0.2827 | 0.8224 | 0.9068 |
206
+ | No log | 4.4286 | 310 | 0.8512 | 0.2926 | 0.8512 | 0.9226 |
207
+ | No log | 4.4571 | 312 | 0.8561 | 0.3232 | 0.8561 | 0.9253 |
208
+ | No log | 4.4857 | 314 | 0.9262 | 0.2759 | 0.9262 | 0.9624 |
209
+ | No log | 4.5143 | 316 | 0.9233 | 0.2759 | 0.9233 | 0.9609 |
210
+ | No log | 4.5429 | 318 | 0.8667 | 0.3175 | 0.8667 | 0.9310 |
211
+ | No log | 4.5714 | 320 | 0.8839 | 0.3021 | 0.8839 | 0.9402 |
212
+ | No log | 4.6 | 322 | 0.8559 | 0.3243 | 0.8559 | 0.9252 |
213
+ | No log | 4.6286 | 324 | 0.8331 | 0.3674 | 0.8331 | 0.9127 |
214
+ | No log | 4.6571 | 326 | 0.8798 | 0.3916 | 0.8798 | 0.9380 |
215
+ | No log | 4.6857 | 328 | 0.8216 | 0.3705 | 0.8216 | 0.9064 |
216
+ | No log | 4.7143 | 330 | 0.7837 | 0.3467 | 0.7837 | 0.8853 |
217
+ | No log | 4.7429 | 332 | 0.7924 | 0.3768 | 0.7924 | 0.8902 |
218
+ | No log | 4.7714 | 334 | 0.8502 | 0.3851 | 0.8502 | 0.9221 |
219
+ | No log | 4.8 | 336 | 0.8747 | 0.3006 | 0.8747 | 0.9352 |
220
+ | No log | 4.8286 | 338 | 0.7955 | 0.3768 | 0.7955 | 0.8919 |
221
+ | No log | 4.8571 | 340 | 0.7860 | 0.3369 | 0.7860 | 0.8866 |
222
+ | No log | 4.8857 | 342 | 0.8097 | 0.3166 | 0.8097 | 0.8998 |
223
+ | No log | 4.9143 | 344 | 0.8282 | 0.3290 | 0.8282 | 0.9100 |
224
+ | No log | 4.9429 | 346 | 0.8344 | 0.2992 | 0.8344 | 0.9134 |
225
+ | No log | 4.9714 | 348 | 0.8887 | 0.2739 | 0.8887 | 0.9427 |
226
+ | No log | 5.0 | 350 | 0.9213 | 0.2068 | 0.9213 | 0.9599 |
227
+ | No log | 5.0286 | 352 | 0.8997 | 0.3141 | 0.8997 | 0.9485 |
228
+ | No log | 5.0571 | 354 | 0.9568 | 0.3067 | 0.9568 | 0.9781 |
229
+ | No log | 5.0857 | 356 | 0.9891 | 0.3067 | 0.9891 | 0.9945 |
230
+ | No log | 5.1143 | 358 | 0.9530 | 0.3112 | 0.9530 | 0.9762 |
231
+ | No log | 5.1429 | 360 | 0.9171 | 0.2507 | 0.9171 | 0.9576 |
232
+ | No log | 5.1714 | 362 | 0.8847 | 0.3153 | 0.8847 | 0.9406 |
233
+ | No log | 5.2 | 364 | 0.8354 | 0.3401 | 0.8354 | 0.9140 |
234
+ | No log | 5.2286 | 366 | 0.7689 | 0.3622 | 0.7689 | 0.8769 |
235
+ | No log | 5.2571 | 368 | 0.7708 | 0.2652 | 0.7708 | 0.8780 |
236
+ | No log | 5.2857 | 370 | 0.7631 | 0.3149 | 0.7631 | 0.8736 |
237
+ | No log | 5.3143 | 372 | 0.7660 | 0.3311 | 0.7660 | 0.8752 |
238
+ | No log | 5.3429 | 374 | 0.7778 | 0.3272 | 0.7778 | 0.8820 |
239
+ | No log | 5.3714 | 376 | 0.7915 | 0.3455 | 0.7915 | 0.8896 |
240
+ | No log | 5.4 | 378 | 0.8198 | 0.3143 | 0.8198 | 0.9054 |
241
+ | No log | 5.4286 | 380 | 0.8030 | 0.3291 | 0.8030 | 0.8961 |
242
+ | No log | 5.4571 | 382 | 0.7741 | 0.2883 | 0.7741 | 0.8798 |
243
+ | No log | 5.4857 | 384 | 0.7824 | 0.3574 | 0.7824 | 0.8846 |
244
+ | No log | 5.5143 | 386 | 0.7661 | 0.3577 | 0.7661 | 0.8753 |
245
+ | No log | 5.5429 | 388 | 0.7853 | 0.2774 | 0.7853 | 0.8862 |
246
+ | No log | 5.5714 | 390 | 0.8140 | 0.3391 | 0.8140 | 0.9022 |
247
+ | No log | 5.6 | 392 | 0.8632 | 0.3243 | 0.8632 | 0.9291 |
248
+ | No log | 5.6286 | 394 | 0.8632 | 0.3266 | 0.8632 | 0.9291 |
249
+ | No log | 5.6571 | 396 | 0.8661 | 0.2966 | 0.8661 | 0.9306 |
250
+ | No log | 5.6857 | 398 | 0.9254 | 0.2660 | 0.9254 | 0.9620 |
251
+ | No log | 5.7143 | 400 | 1.1076 | 0.1863 | 1.1076 | 1.0524 |
252
+ | No log | 5.7429 | 402 | 1.1651 | 0.1831 | 1.1651 | 1.0794 |
253
+ | No log | 5.7714 | 404 | 1.0464 | 0.2143 | 1.0464 | 1.0229 |
254
+ | No log | 5.8 | 406 | 0.9135 | 0.2936 | 0.9135 | 0.9558 |
255
+ | No log | 5.8286 | 408 | 0.8534 | 0.3563 | 0.8534 | 0.9238 |
256
+ | No log | 5.8571 | 410 | 0.8038 | 0.2999 | 0.8038 | 0.8965 |
257
+ | No log | 5.8857 | 412 | 0.7817 | 0.3106 | 0.7817 | 0.8841 |
258
+ | No log | 5.9143 | 414 | 0.7791 | 0.2034 | 0.7791 | 0.8827 |
259
+ | No log | 5.9429 | 416 | 0.7722 | 0.2160 | 0.7722 | 0.8787 |
260
+ | No log | 5.9714 | 418 | 0.7758 | 0.3034 | 0.7758 | 0.8808 |
261
+ | No log | 6.0 | 420 | 0.8208 | 0.3937 | 0.8208 | 0.9060 |
262
+ | No log | 6.0286 | 422 | 0.8291 | 0.3186 | 0.8291 | 0.9106 |
263
+ | No log | 6.0571 | 424 | 0.8636 | 0.2940 | 0.8636 | 0.9293 |
264
+ | No log | 6.0857 | 426 | 0.8946 | 0.2940 | 0.8946 | 0.9458 |
265
+ | No log | 6.1143 | 428 | 0.9280 | 0.2773 | 0.9280 | 0.9633 |
266
+ | No log | 6.1429 | 430 | 0.9421 | 0.2471 | 0.9421 | 0.9706 |
267
+ | No log | 6.1714 | 432 | 0.9081 | 0.2371 | 0.9081 | 0.9530 |
268
+ | No log | 6.2 | 434 | 0.9187 | 0.2020 | 0.9187 | 0.9585 |
269
+ | No log | 6.2286 | 436 | 0.9589 | 0.1975 | 0.9589 | 0.9792 |
270
+ | No log | 6.2571 | 438 | 0.9869 | 0.1406 | 0.9869 | 0.9934 |
271
+ | No log | 6.2857 | 440 | 1.0199 | 0.1623 | 1.0199 | 1.0099 |
272
+ | No log | 6.3143 | 442 | 1.0881 | 0.2388 | 1.0881 | 1.0431 |
273
+ | No log | 6.3429 | 444 | 1.0886 | 0.2408 | 1.0886 | 1.0433 |
274
+ | No log | 6.3714 | 446 | 0.9768 | 0.2693 | 0.9768 | 0.9883 |
275
+ | No log | 6.4 | 448 | 0.8979 | 0.2377 | 0.8979 | 0.9476 |
276
+ | No log | 6.4286 | 450 | 0.8706 | 0.2429 | 0.8706 | 0.9330 |
277
+ | No log | 6.4571 | 452 | 0.8632 | 0.2973 | 0.8632 | 0.9291 |
278
+ | No log | 6.4857 | 454 | 0.8689 | 0.2920 | 0.8689 | 0.9321 |
279
+ | No log | 6.5143 | 456 | 0.8285 | 0.2747 | 0.8285 | 0.9102 |
280
+ | No log | 6.5429 | 458 | 0.8303 | 0.1528 | 0.8303 | 0.9112 |
281
+ | No log | 6.5714 | 460 | 0.9169 | 0.1819 | 0.9169 | 0.9575 |
282
+ | No log | 6.6 | 462 | 0.9144 | 0.1819 | 0.9144 | 0.9562 |
283
+ | No log | 6.6286 | 464 | 0.8329 | 0.2611 | 0.8329 | 0.9126 |
284
+ | No log | 6.6571 | 466 | 0.8054 | 0.2249 | 0.8054 | 0.8975 |
285
+ | No log | 6.6857 | 468 | 0.7945 | 0.2771 | 0.7945 | 0.8914 |
286
+ | No log | 6.7143 | 470 | 0.7898 | 0.2917 | 0.7898 | 0.8887 |
287
+ | No log | 6.7429 | 472 | 0.7992 | 0.3060 | 0.7992 | 0.8940 |
288
+ | No log | 6.7714 | 474 | 0.8293 | 0.3339 | 0.8293 | 0.9107 |
289
+ | No log | 6.8 | 476 | 0.8003 | 0.3339 | 0.8003 | 0.8946 |
290
+ | No log | 6.8286 | 478 | 0.7564 | 0.3645 | 0.7564 | 0.8697 |
291
+ | No log | 6.8571 | 480 | 0.7481 | 0.3831 | 0.7481 | 0.8649 |
292
+ | No log | 6.8857 | 482 | 0.7343 | 0.3051 | 0.7343 | 0.8569 |
293
+ | No log | 6.9143 | 484 | 0.7458 | 0.3391 | 0.7458 | 0.8636 |
294
+ | No log | 6.9429 | 486 | 0.8339 | 0.3231 | 0.8339 | 0.9132 |
295
+ | No log | 6.9714 | 488 | 0.8671 | 0.3028 | 0.8671 | 0.9312 |
296
+ | No log | 7.0 | 490 | 0.8035 | 0.2973 | 0.8035 | 0.8964 |
297
+ | No log | 7.0286 | 492 | 0.8097 | 0.3112 | 0.8097 | 0.8998 |
298
+ | No log | 7.0571 | 494 | 0.8491 | 0.3357 | 0.8491 | 0.9215 |
299
+ | No log | 7.0857 | 496 | 0.8318 | 0.2540 | 0.8318 | 0.9120 |
300
+ | No log | 7.1143 | 498 | 0.8281 | 0.3051 | 0.8281 | 0.9100 |
301
+ | 0.3569 | 7.1429 | 500 | 0.8378 | 0.2540 | 0.8378 | 0.9153 |
302
+ | 0.3569 | 7.1714 | 502 | 0.8348 | 0.3285 | 0.8348 | 0.9137 |
303
+ | 0.3569 | 7.2 | 504 | 0.8432 | 0.2773 | 0.8432 | 0.9183 |
304
+ | 0.3569 | 7.2286 | 506 | 0.8523 | 0.2386 | 0.8523 | 0.9232 |
305
+ | 0.3569 | 7.2571 | 508 | 0.8752 | 0.2547 | 0.8752 | 0.9355 |
306
+ | 0.3569 | 7.2857 | 510 | 0.9503 | 0.3341 | 0.9503 | 0.9748 |
307
+ | 0.3569 | 7.3143 | 512 | 0.9734 | 0.3631 | 0.9734 | 0.9866 |
308
+ | 0.3569 | 7.3429 | 514 | 0.8843 | 0.3247 | 0.8843 | 0.9404 |
309
+ | 0.3569 | 7.3714 | 516 | 0.8065 | 0.3052 | 0.8065 | 0.8981 |
310
+ | 0.3569 | 7.4 | 518 | 0.7766 | 0.3518 | 0.7766 | 0.8813 |
311
+ | 0.3569 | 7.4286 | 520 | 0.7589 | 0.3141 | 0.7589 | 0.8711 |
312
+ | 0.3569 | 7.4571 | 522 | 0.7564 | 0.3386 | 0.7564 | 0.8697 |
313
+ | 0.3569 | 7.4857 | 524 | 0.7233 | 0.3051 | 0.7233 | 0.8505 |
314
+ | 0.3569 | 7.5143 | 526 | 0.7323 | 0.3450 | 0.7323 | 0.8558 |
315
+ | 0.3569 | 7.5429 | 528 | 0.7390 | 0.3492 | 0.7390 | 0.8596 |
316
+ | 0.3569 | 7.5714 | 530 | 0.7597 | 0.3106 | 0.7597 | 0.8716 |
317
+ | 0.3569 | 7.6 | 532 | 0.8632 | 0.2937 | 0.8632 | 0.9291 |
318
+ | 0.3569 | 7.6286 | 534 | 0.8625 | 0.2937 | 0.8625 | 0.9287 |
319
+ | 0.3569 | 7.6571 | 536 | 0.8012 | 0.2661 | 0.8012 | 0.8951 |
320
+ | 0.3569 | 7.6857 | 538 | 0.7972 | 0.2652 | 0.7972 | 0.8929 |
321
+ | 0.3569 | 7.7143 | 540 | 0.8505 | 0.1782 | 0.8505 | 0.9222 |
322
+ | 0.3569 | 7.7429 | 542 | 0.8432 | 0.1809 | 0.8432 | 0.9183 |
323
+ | 0.3569 | 7.7714 | 544 | 0.8260 | 0.2652 | 0.8260 | 0.9089 |
324
+ | 0.3569 | 7.8 | 546 | 0.8537 | 0.2320 | 0.8537 | 0.9239 |
325
+ | 0.3569 | 7.8286 | 548 | 0.8571 | 0.2102 | 0.8571 | 0.9258 |
326
+ | 0.3569 | 7.8571 | 550 | 0.8409 | 0.2102 | 0.8409 | 0.9170 |
327
+ | 0.3569 | 7.8857 | 552 | 0.8118 | 0.1684 | 0.8118 | 0.9010 |
328
+ | 0.3569 | 7.9143 | 554 | 0.7925 | 0.2072 | 0.7925 | 0.8902 |
329
 
330
 
331
  ### Framework versions