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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k10_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_k9_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_k9_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: 0.6522
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- - Qwk: 0.4985
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- - Mse: 0.6522
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- - Rmse: 0.8076
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  ## Model description
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@@ -47,265 +47,264 @@ 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 | 0.0426 | 2 | 2.7107 | -0.0084 | 2.7107 | 1.6464 |
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- | No log | 0.0851 | 4 | 1.4742 | -0.0197 | 1.4742 | 1.2141 |
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- | No log | 0.1277 | 6 | 1.3844 | -0.1928 | 1.3844 | 1.1766 |
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- | No log | 0.1702 | 8 | 1.2348 | -0.0681 | 1.2348 | 1.1112 |
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- | No log | 0.2128 | 10 | 1.2209 | 0.0164 | 1.2209 | 1.1050 |
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- | No log | 0.2553 | 12 | 1.0702 | 0.1827 | 1.0702 | 1.0345 |
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- | No log | 0.2979 | 14 | 1.0368 | 0.2460 | 1.0368 | 1.0182 |
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- | No log | 0.3404 | 16 | 0.9869 | 0.1815 | 0.9869 | 0.9935 |
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- | No log | 0.3830 | 18 | 0.9557 | -0.0462 | 0.9557 | 0.9776 |
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- | No log | 0.4255 | 20 | 0.9500 | 0.0053 | 0.9500 | 0.9747 |
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- | No log | 0.4681 | 22 | 0.8793 | 0.0078 | 0.8793 | 0.9377 |
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- | No log | 0.5106 | 24 | 0.7878 | 0.0937 | 0.7878 | 0.8876 |
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- | No log | 0.5532 | 26 | 0.7141 | 0.2063 | 0.7141 | 0.8450 |
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- | No log | 0.5957 | 28 | 0.6872 | 0.1539 | 0.6872 | 0.8290 |
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- | No log | 0.6383 | 30 | 0.7247 | 0.2041 | 0.7247 | 0.8513 |
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- | No log | 0.6809 | 32 | 0.7439 | 0.2080 | 0.7439 | 0.8625 |
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- | No log | 0.7234 | 34 | 0.7762 | 0.1372 | 0.7762 | 0.8810 |
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- | No log | 0.7660 | 36 | 0.8467 | 0.2526 | 0.8467 | 0.9202 |
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- | No log | 0.8085 | 38 | 0.9011 | 0.2736 | 0.9011 | 0.9493 |
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- | No log | 0.8511 | 40 | 1.0243 | 0.2533 | 1.0243 | 1.0121 |
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- | No log | 0.8936 | 42 | 0.9207 | 0.2613 | 0.9207 | 0.9595 |
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- | No log | 0.9362 | 44 | 0.7374 | 0.2148 | 0.7374 | 0.8587 |
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- | No log | 0.9787 | 46 | 0.7555 | 0.1294 | 0.7555 | 0.8692 |
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- | No log | 1.0213 | 48 | 0.7903 | 0.1800 | 0.7903 | 0.8890 |
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- | No log | 1.0638 | 50 | 0.7995 | 0.2096 | 0.7995 | 0.8941 |
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- | No log | 1.1064 | 52 | 0.7578 | 0.1176 | 0.7578 | 0.8705 |
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- | No log | 1.1489 | 54 | 0.7606 | 0.2681 | 0.7606 | 0.8722 |
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- | No log | 1.1915 | 56 | 0.8622 | 0.1993 | 0.8622 | 0.9285 |
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- | No log | 1.2340 | 58 | 0.8070 | 0.2550 | 0.8070 | 0.8984 |
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- | No log | 1.2766 | 60 | 0.7323 | 0.0713 | 0.7323 | 0.8557 |
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- | No log | 1.3191 | 62 | 0.7793 | 0.1489 | 0.7793 | 0.8828 |
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- | No log | 1.3617 | 64 | 0.7544 | 0.1091 | 0.7544 | 0.8686 |
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- | No log | 1.4043 | 66 | 0.7645 | 0.1492 | 0.7645 | 0.8744 |
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- | No log | 1.4468 | 68 | 0.8101 | 0.2862 | 0.8101 | 0.9001 |
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- | No log | 1.4894 | 70 | 0.9133 | 0.3230 | 0.9133 | 0.9557 |
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- | No log | 1.5319 | 72 | 1.0468 | 0.2051 | 1.0468 | 1.0232 |
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- | No log | 1.5745 | 74 | 0.9473 | 0.2530 | 0.9473 | 0.9733 |
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- | No log | 1.6170 | 76 | 0.8577 | 0.1198 | 0.8577 | 0.9261 |
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- | No log | 1.6596 | 78 | 0.8955 | 0.1528 | 0.8955 | 0.9463 |
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- | No log | 1.7021 | 80 | 0.8666 | 0.0377 | 0.8666 | 0.9309 |
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- | No log | 1.7447 | 82 | 0.7950 | 0.1440 | 0.7950 | 0.8916 |
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- | No log | 1.7872 | 84 | 0.7609 | 0.2135 | 0.7609 | 0.8723 |
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- | No log | 1.8298 | 86 | 0.7876 | 0.2148 | 0.7876 | 0.8875 |
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- | No log | 1.8723 | 88 | 0.8131 | 0.1850 | 0.8131 | 0.9017 |
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- | No log | 1.9149 | 90 | 0.7632 | 0.1386 | 0.7632 | 0.8736 |
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- | No log | 1.9574 | 92 | 0.7623 | 0.2981 | 0.7623 | 0.8731 |
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- | No log | 2.0 | 94 | 0.7630 | 0.3372 | 0.7630 | 0.8735 |
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- | No log | 2.0426 | 96 | 0.6914 | 0.2847 | 0.6914 | 0.8315 |
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- | No log | 2.0851 | 98 | 0.6398 | 0.3781 | 0.6398 | 0.7999 |
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- | No log | 2.1277 | 100 | 0.6529 | 0.4635 | 0.6529 | 0.8080 |
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- | No log | 2.1702 | 102 | 0.6176 | 0.4322 | 0.6176 | 0.7859 |
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- | No log | 2.2128 | 104 | 0.7422 | 0.3121 | 0.7422 | 0.8615 |
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- | No log | 2.2553 | 106 | 0.7807 | 0.3440 | 0.7807 | 0.8836 |
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- | No log | 2.2979 | 108 | 0.6868 | 0.3837 | 0.6868 | 0.8287 |
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- | No log | 2.3404 | 110 | 0.7186 | 0.3408 | 0.7186 | 0.8477 |
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- | No log | 2.3830 | 112 | 0.9050 | 0.3251 | 0.9050 | 0.9513 |
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- | No log | 2.4255 | 114 | 0.9243 | 0.3274 | 0.9243 | 0.9614 |
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- | No log | 2.4681 | 116 | 0.8808 | 0.3385 | 0.8808 | 0.9385 |
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- | No log | 2.5106 | 118 | 0.7457 | 0.2862 | 0.7457 | 0.8636 |
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- | No log | 2.5532 | 120 | 0.7351 | 0.2038 | 0.7351 | 0.8574 |
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- | No log | 2.5957 | 122 | 0.8401 | 0.1222 | 0.8401 | 0.9166 |
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- | No log | 2.6383 | 124 | 0.9322 | 0.0520 | 0.9322 | 0.9655 |
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- | No log | 2.6809 | 126 | 0.9522 | 0.1222 | 0.9522 | 0.9758 |
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- | No log | 2.7234 | 128 | 1.0040 | 0.1930 | 1.0040 | 1.0020 |
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- | No log | 2.7660 | 130 | 1.0433 | 0.0812 | 1.0433 | 1.0214 |
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- | No log | 2.8085 | 132 | 0.9830 | 0.1566 | 0.9830 | 0.9915 |
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- | No log | 2.8511 | 134 | 0.8870 | 0.2077 | 0.8870 | 0.9418 |
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- | No log | 2.8936 | 136 | 0.7904 | 0.2386 | 0.7904 | 0.8890 |
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- | No log | 2.9362 | 138 | 0.7792 | 0.2334 | 0.7792 | 0.8827 |
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- | No log | 2.9787 | 140 | 0.7673 | 0.3031 | 0.7673 | 0.8759 |
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- | No log | 3.0213 | 142 | 0.7617 | 0.3031 | 0.7617 | 0.8727 |
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- | No log | 3.0638 | 144 | 0.7750 | 0.2783 | 0.7750 | 0.8803 |
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- | No log | 3.1064 | 146 | 0.7868 | 0.3649 | 0.7868 | 0.8870 |
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- | No log | 3.1489 | 148 | 0.7824 | 0.3569 | 0.7824 | 0.8846 |
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- | No log | 3.1915 | 150 | 0.7578 | 0.3458 | 0.7578 | 0.8705 |
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- | No log | 3.2340 | 152 | 0.7320 | 0.4013 | 0.7320 | 0.8556 |
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- | No log | 3.2766 | 154 | 0.8305 | 0.2626 | 0.8305 | 0.9113 |
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- | No log | 3.3191 | 156 | 0.8641 | 0.3193 | 0.8641 | 0.9296 |
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- | No log | 3.3617 | 158 | 0.7151 | 0.3291 | 0.7151 | 0.8457 |
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- | No log | 3.4043 | 160 | 0.6852 | 0.3864 | 0.6852 | 0.8278 |
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- | No log | 3.4468 | 162 | 0.6863 | 0.4582 | 0.6863 | 0.8284 |
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- | No log | 3.4894 | 164 | 0.6712 | 0.4402 | 0.6712 | 0.8193 |
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- | No log | 3.5319 | 166 | 0.7599 | 0.3505 | 0.7599 | 0.8717 |
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- | No log | 3.5745 | 168 | 0.9594 | 0.2428 | 0.9594 | 0.9795 |
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- | No log | 3.6170 | 170 | 1.1297 | 0.1912 | 1.1297 | 1.0629 |
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- | No log | 3.6596 | 172 | 1.0968 | 0.1924 | 1.0968 | 1.0473 |
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- | No log | 3.7021 | 174 | 0.8873 | 0.3290 | 0.8873 | 0.9420 |
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- | No log | 3.7447 | 176 | 0.7754 | 0.3202 | 0.7754 | 0.8806 |
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- | No log | 3.7872 | 178 | 0.7303 | 0.2085 | 0.7303 | 0.8546 |
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- | No log | 3.8298 | 180 | 0.7193 | 0.2815 | 0.7193 | 0.8481 |
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- | No log | 3.8723 | 182 | 0.7927 | 0.2171 | 0.7927 | 0.8903 |
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- | No log | 3.9149 | 184 | 0.8186 | 0.2817 | 0.8186 | 0.9048 |
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- | No log | 3.9574 | 186 | 0.8145 | 0.2149 | 0.8145 | 0.9025 |
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- | No log | 4.0 | 188 | 0.8365 | 0.2471 | 0.8365 | 0.9146 |
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- | No log | 4.0426 | 190 | 0.8534 | 0.2607 | 0.8534 | 0.9238 |
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- | No log | 4.0851 | 192 | 0.7823 | 0.2574 | 0.7823 | 0.8845 |
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- | No log | 4.1277 | 194 | 0.7177 | 0.2170 | 0.7177 | 0.8472 |
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- | No log | 4.1702 | 196 | 0.6956 | 0.2574 | 0.6956 | 0.8340 |
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- | No log | 4.2128 | 198 | 0.6808 | 0.3243 | 0.6808 | 0.8251 |
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- | No log | 4.2553 | 200 | 0.6751 | 0.3502 | 0.6751 | 0.8216 |
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- | No log | 4.2979 | 202 | 0.6842 | 0.3324 | 0.6842 | 0.8272 |
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- | No log | 4.3404 | 204 | 0.7127 | 0.3763 | 0.7127 | 0.8442 |
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- | No log | 4.3830 | 206 | 0.6806 | 0.3498 | 0.6806 | 0.8250 |
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- | No log | 4.4255 | 208 | 0.6533 | 0.3837 | 0.6533 | 0.8083 |
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- | No log | 4.4681 | 210 | 0.6559 | 0.3886 | 0.6559 | 0.8099 |
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- | No log | 4.5106 | 212 | 0.6277 | 0.4681 | 0.6277 | 0.7923 |
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- | No log | 4.5532 | 214 | 0.6598 | 0.3688 | 0.6598 | 0.8123 |
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- | No log | 4.5957 | 216 | 0.6306 | 0.4278 | 0.6306 | 0.7941 |
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- | No log | 4.6383 | 218 | 0.6046 | 0.4701 | 0.6046 | 0.7776 |
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- | No log | 4.6809 | 220 | 0.6204 | 0.5227 | 0.6204 | 0.7876 |
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- | No log | 4.7234 | 222 | 0.6377 | 0.5117 | 0.6377 | 0.7986 |
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- | No log | 4.7660 | 224 | 0.6137 | 0.4898 | 0.6137 | 0.7834 |
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- | No log | 4.8085 | 226 | 0.6710 | 0.4157 | 0.6710 | 0.8191 |
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- | No log | 4.8511 | 228 | 0.7457 | 0.4265 | 0.7457 | 0.8636 |
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- | No log | 4.8936 | 230 | 0.6499 | 0.4125 | 0.6499 | 0.8061 |
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- | No log | 4.9362 | 232 | 0.6576 | 0.5538 | 0.6576 | 0.8109 |
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- | No log | 4.9787 | 234 | 0.7241 | 0.3337 | 0.7241 | 0.8509 |
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- | No log | 5.0213 | 236 | 0.7104 | 0.3157 | 0.7104 | 0.8428 |
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- | No log | 5.0638 | 238 | 0.6227 | 0.5339 | 0.6227 | 0.7891 |
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- | No log | 5.1064 | 240 | 0.6089 | 0.4569 | 0.6089 | 0.7803 |
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- | No log | 5.1489 | 242 | 0.6129 | 0.4361 | 0.6129 | 0.7829 |
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- | No log | 5.1915 | 244 | 0.6489 | 0.3930 | 0.6489 | 0.8055 |
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- | No log | 5.2340 | 246 | 0.7823 | 0.2939 | 0.7823 | 0.8845 |
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- | No log | 5.2766 | 248 | 0.7422 | 0.2915 | 0.7422 | 0.8615 |
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- | No log | 5.3191 | 250 | 0.6555 | 0.4118 | 0.6555 | 0.8097 |
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- | No log | 5.3617 | 252 | 0.6432 | 0.4022 | 0.6432 | 0.8020 |
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- | No log | 5.4043 | 254 | 0.6459 | 0.4022 | 0.6459 | 0.8037 |
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- | No log | 5.4468 | 256 | 0.6565 | 0.5117 | 0.6565 | 0.8102 |
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- | No log | 5.4894 | 258 | 0.6310 | 0.4701 | 0.6310 | 0.7943 |
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- | No log | 5.5319 | 260 | 0.6618 | 0.3793 | 0.6618 | 0.8135 |
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- | No log | 5.5745 | 262 | 0.6439 | 0.4747 | 0.6439 | 0.8024 |
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- | No log | 5.6170 | 264 | 0.6276 | 0.4747 | 0.6276 | 0.7922 |
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- | No log | 5.6596 | 266 | 0.6147 | 0.5125 | 0.6147 | 0.7840 |
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- | No log | 5.7021 | 268 | 0.6272 | 0.4697 | 0.6272 | 0.7920 |
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- | No log | 5.7447 | 270 | 0.7287 | 0.3957 | 0.7287 | 0.8537 |
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- | No log | 5.7872 | 272 | 0.7012 | 0.4375 | 0.7012 | 0.8374 |
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- | No log | 5.8298 | 274 | 0.6273 | 0.4747 | 0.6273 | 0.7920 |
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- | No log | 5.8723 | 276 | 0.6885 | 0.4642 | 0.6885 | 0.8298 |
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- | No log | 5.9149 | 278 | 0.6701 | 0.4576 | 0.6701 | 0.8186 |
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- | No log | 5.9574 | 280 | 0.6511 | 0.4820 | 0.6511 | 0.8069 |
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- | No log | 6.0 | 282 | 0.6749 | 0.4422 | 0.6749 | 0.8216 |
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- | No log | 6.0426 | 284 | 0.6707 | 0.4495 | 0.6707 | 0.8189 |
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- | No log | 6.0851 | 286 | 0.7197 | 0.4504 | 0.7197 | 0.8484 |
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- | No log | 6.1277 | 288 | 0.7214 | 0.4819 | 0.7214 | 0.8493 |
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- | No log | 6.1702 | 290 | 0.6972 | 0.4211 | 0.6972 | 0.8350 |
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- | No log | 6.2128 | 292 | 0.7366 | 0.4131 | 0.7366 | 0.8583 |
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- | No log | 6.2553 | 294 | 0.8379 | 0.2993 | 0.8379 | 0.9153 |
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- | No log | 6.2979 | 296 | 0.8487 | 0.3258 | 0.8487 | 0.9213 |
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- | No log | 6.3404 | 298 | 0.7299 | 0.3808 | 0.7299 | 0.8543 |
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- | No log | 6.3830 | 300 | 0.6650 | 0.5079 | 0.6650 | 0.8155 |
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- | No log | 6.4255 | 302 | 0.7218 | 0.4879 | 0.7218 | 0.8496 |
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- | No log | 6.4681 | 304 | 0.7740 | 0.4303 | 0.7740 | 0.8798 |
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- | No log | 6.5106 | 306 | 0.6735 | 0.5290 | 0.6735 | 0.8207 |
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- | No log | 6.5532 | 308 | 0.6517 | 0.5179 | 0.6517 | 0.8073 |
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- | No log | 6.5957 | 310 | 0.6361 | 0.5021 | 0.6361 | 0.7976 |
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- | No log | 6.6383 | 312 | 0.6417 | 0.4914 | 0.6417 | 0.8011 |
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- | No log | 6.6809 | 314 | 0.6424 | 0.4358 | 0.6424 | 0.8015 |
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- | No log | 6.7234 | 316 | 0.6383 | 0.5268 | 0.6383 | 0.7989 |
210
- | No log | 6.7660 | 318 | 0.6499 | 0.3810 | 0.6499 | 0.8062 |
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- | No log | 6.8085 | 320 | 0.6304 | 0.4547 | 0.6304 | 0.7940 |
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- | No log | 6.8511 | 322 | 0.6357 | 0.4768 | 0.6357 | 0.7973 |
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- | No log | 6.8936 | 324 | 0.6307 | 0.4768 | 0.6307 | 0.7942 |
214
- | No log | 6.9362 | 326 | 0.6352 | 0.4364 | 0.6352 | 0.7970 |
215
- | No log | 6.9787 | 328 | 0.6313 | 0.4082 | 0.6313 | 0.7946 |
216
- | No log | 7.0213 | 330 | 0.6390 | 0.5326 | 0.6390 | 0.7994 |
217
- | No log | 7.0638 | 332 | 0.6404 | 0.5326 | 0.6404 | 0.8002 |
218
- | No log | 7.1064 | 334 | 0.6407 | 0.4322 | 0.6407 | 0.8004 |
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- | No log | 7.1489 | 336 | 0.6521 | 0.4105 | 0.6521 | 0.8075 |
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- | No log | 7.1915 | 338 | 0.6833 | 0.4241 | 0.6833 | 0.8266 |
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- | No log | 7.2340 | 340 | 0.6678 | 0.3856 | 0.6678 | 0.8172 |
222
- | No log | 7.2766 | 342 | 0.6363 | 0.4082 | 0.6363 | 0.7977 |
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- | No log | 7.3191 | 344 | 0.6194 | 0.4380 | 0.6194 | 0.7870 |
224
- | No log | 7.3617 | 346 | 0.6097 | 0.4380 | 0.6097 | 0.7809 |
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- | No log | 7.4043 | 348 | 0.6070 | 0.4820 | 0.6070 | 0.7791 |
226
- | No log | 7.4468 | 350 | 0.6031 | 0.4701 | 0.6031 | 0.7766 |
227
- | No log | 7.4894 | 352 | 0.6093 | 0.4919 | 0.6093 | 0.7806 |
228
- | No log | 7.5319 | 354 | 0.6094 | 0.4516 | 0.6094 | 0.7806 |
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- | No log | 7.5745 | 356 | 0.6175 | 0.4516 | 0.6175 | 0.7858 |
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- | No log | 7.6170 | 358 | 0.6619 | 0.4913 | 0.6619 | 0.8136 |
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- | No log | 7.6596 | 360 | 0.7030 | 0.4562 | 0.7030 | 0.8384 |
232
- | No log | 7.7021 | 362 | 0.6711 | 0.4534 | 0.6711 | 0.8192 |
233
- | No log | 7.7447 | 364 | 0.6393 | 0.5134 | 0.6393 | 0.7996 |
234
- | No log | 7.7872 | 366 | 0.7175 | 0.4925 | 0.7175 | 0.8470 |
235
- | No log | 7.8298 | 368 | 0.7257 | 0.4189 | 0.7257 | 0.8519 |
236
- | No log | 7.8723 | 370 | 0.6662 | 0.4828 | 0.6662 | 0.8162 |
237
- | No log | 7.9149 | 372 | 0.6695 | 0.5177 | 0.6695 | 0.8182 |
238
- | No log | 7.9574 | 374 | 0.7480 | 0.4389 | 0.7480 | 0.8649 |
239
- | No log | 8.0 | 376 | 0.7947 | 0.4434 | 0.7947 | 0.8914 |
240
- | No log | 8.0426 | 378 | 0.7757 | 0.4822 | 0.7757 | 0.8807 |
241
- | No log | 8.0851 | 380 | 0.7492 | 0.5176 | 0.7492 | 0.8656 |
242
- | No log | 8.1277 | 382 | 0.7575 | 0.5411 | 0.7575 | 0.8703 |
243
- | No log | 8.1702 | 384 | 0.7225 | 0.5044 | 0.7225 | 0.8500 |
244
- | No log | 8.2128 | 386 | 0.7002 | 0.4955 | 0.7002 | 0.8368 |
245
- | No log | 8.2553 | 388 | 0.7693 | 0.4197 | 0.7693 | 0.8771 |
246
- | No log | 8.2979 | 390 | 0.7702 | 0.4056 | 0.7702 | 0.8776 |
247
- | No log | 8.3404 | 392 | 0.7766 | 0.4479 | 0.7766 | 0.8812 |
248
- | No log | 8.3830 | 394 | 0.7946 | 0.3870 | 0.7946 | 0.8914 |
249
- | No log | 8.4255 | 396 | 0.8110 | 0.3832 | 0.8110 | 0.9006 |
250
- | No log | 8.4681 | 398 | 0.7897 | 0.4299 | 0.7897 | 0.8886 |
251
- | No log | 8.5106 | 400 | 0.7091 | 0.5150 | 0.7091 | 0.8421 |
252
- | No log | 8.5532 | 402 | 0.6615 | 0.5245 | 0.6615 | 0.8133 |
253
- | No log | 8.5957 | 404 | 0.6383 | 0.5044 | 0.6383 | 0.7989 |
254
- | No log | 8.6383 | 406 | 0.6388 | 0.5568 | 0.6388 | 0.7992 |
255
- | No log | 8.6809 | 408 | 0.6322 | 0.5632 | 0.6322 | 0.7951 |
256
- | No log | 8.7234 | 410 | 0.6303 | 0.4495 | 0.6303 | 0.7939 |
257
- | No log | 8.7660 | 412 | 0.6577 | 0.5368 | 0.6577 | 0.8110 |
258
- | No log | 8.8085 | 414 | 0.6885 | 0.4841 | 0.6885 | 0.8298 |
259
- | No log | 8.8511 | 416 | 0.7035 | 0.4783 | 0.7035 | 0.8388 |
260
- | No log | 8.8936 | 418 | 0.7042 | 0.4353 | 0.7042 | 0.8392 |
261
- | No log | 8.9362 | 420 | 0.6828 | 0.4348 | 0.6828 | 0.8263 |
262
- | No log | 8.9787 | 422 | 0.6805 | 0.4496 | 0.6805 | 0.8249 |
263
- | No log | 9.0213 | 424 | 0.7345 | 0.4772 | 0.7345 | 0.8570 |
264
- | No log | 9.0638 | 426 | 0.7746 | 0.4199 | 0.7746 | 0.8801 |
265
- | No log | 9.1064 | 428 | 0.7146 | 0.3909 | 0.7146 | 0.8454 |
266
- | No log | 9.1489 | 430 | 0.6563 | 0.4758 | 0.6563 | 0.8101 |
267
- | No log | 9.1915 | 432 | 0.6442 | 0.4813 | 0.6442 | 0.8026 |
268
- | No log | 9.2340 | 434 | 0.6434 | 0.4915 | 0.6434 | 0.8021 |
269
- | No log | 9.2766 | 436 | 0.6466 | 0.5037 | 0.6466 | 0.8041 |
270
- | No log | 9.3191 | 438 | 0.6472 | 0.5190 | 0.6472 | 0.8045 |
271
- | No log | 9.3617 | 440 | 0.6436 | 0.4806 | 0.6436 | 0.8023 |
272
- | No log | 9.4043 | 442 | 0.6542 | 0.5174 | 0.6542 | 0.8088 |
273
- | No log | 9.4468 | 444 | 0.6575 | 0.4794 | 0.6575 | 0.8109 |
274
- | No log | 9.4894 | 446 | 0.6393 | 0.4806 | 0.6393 | 0.7995 |
275
- | No log | 9.5319 | 448 | 0.6365 | 0.4928 | 0.6365 | 0.7978 |
276
- | No log | 9.5745 | 450 | 0.6273 | 0.4928 | 0.6273 | 0.7920 |
277
- | No log | 9.6170 | 452 | 0.6194 | 0.5201 | 0.6194 | 0.7870 |
278
- | No log | 9.6596 | 454 | 0.6069 | 0.4757 | 0.6069 | 0.7790 |
279
- | No log | 9.7021 | 456 | 0.6034 | 0.5195 | 0.6034 | 0.7768 |
280
- | No log | 9.7447 | 458 | 0.6126 | 0.5268 | 0.6126 | 0.7827 |
281
- | No log | 9.7872 | 460 | 0.6256 | 0.4768 | 0.6256 | 0.7910 |
282
- | No log | 9.8298 | 462 | 0.6326 | 0.5076 | 0.6326 | 0.7954 |
283
- | No log | 9.8723 | 464 | 0.6272 | 0.4768 | 0.6272 | 0.7920 |
284
- | No log | 9.9149 | 466 | 0.6376 | 0.4637 | 0.6376 | 0.7985 |
285
- | No log | 9.9574 | 468 | 0.6504 | 0.4595 | 0.6504 | 0.8064 |
286
- | No log | 10.0 | 470 | 0.6532 | 0.5057 | 0.6532 | 0.8082 |
287
- | No log | 10.0426 | 472 | 0.6629 | 0.5087 | 0.6629 | 0.8142 |
288
- | No log | 10.0851 | 474 | 0.6560 | 0.4820 | 0.6560 | 0.8100 |
289
- | No log | 10.1277 | 476 | 0.6624 | 0.4885 | 0.6624 | 0.8139 |
290
- | No log | 10.1702 | 478 | 0.6653 | 0.4820 | 0.6653 | 0.8157 |
291
- | No log | 10.2128 | 480 | 0.6643 | 0.4820 | 0.6643 | 0.8150 |
292
- | No log | 10.2553 | 482 | 0.6535 | 0.5107 | 0.6535 | 0.8084 |
293
- | No log | 10.2979 | 484 | 0.6455 | 0.4820 | 0.6455 | 0.8035 |
294
- | No log | 10.3404 | 486 | 0.6447 | 0.5340 | 0.6447 | 0.8029 |
295
- | No log | 10.3830 | 488 | 0.6486 | 0.5340 | 0.6486 | 0.8054 |
296
- | No log | 10.4255 | 490 | 0.6520 | 0.4820 | 0.6520 | 0.8074 |
297
- | No log | 10.4681 | 492 | 0.6497 | 0.5009 | 0.6497 | 0.8061 |
298
- | No log | 10.5106 | 494 | 0.6629 | 0.4461 | 0.6629 | 0.8142 |
299
- | No log | 10.5532 | 496 | 0.6579 | 0.4461 | 0.6579 | 0.8111 |
300
- | No log | 10.5957 | 498 | 0.6388 | 0.5357 | 0.6388 | 0.7993 |
301
- | 0.3595 | 10.6383 | 500 | 0.6424 | 0.5357 | 0.6424 | 0.8015 |
302
- | 0.3595 | 10.6809 | 502 | 0.6511 | 0.5640 | 0.6511 | 0.8069 |
303
- | 0.3595 | 10.7234 | 504 | 0.6502 | 0.5640 | 0.6502 | 0.8064 |
304
- | 0.3595 | 10.7660 | 506 | 0.6405 | 0.5057 | 0.6405 | 0.8003 |
305
- | 0.3595 | 10.8085 | 508 | 0.6677 | 0.4734 | 0.6677 | 0.8171 |
306
- | 0.3595 | 10.8511 | 510 | 0.6622 | 0.4795 | 0.6622 | 0.8137 |
307
- | 0.3595 | 10.8936 | 512 | 0.6430 | 0.5340 | 0.6430 | 0.8019 |
308
- | 0.3595 | 10.9362 | 514 | 0.6522 | 0.4985 | 0.6522 | 0.8076 |
309
 
310
 
311
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k10_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_k10_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: 0.5131
19
+ - Qwk: 0.4869
20
+ - Mse: 0.5131
21
+ - Rmse: 0.7163
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0385 | 2 | 2.6387 | -0.0262 | 2.6387 | 1.6244 |
53
+ | No log | 0.0769 | 4 | 1.3440 | 0.0511 | 1.3440 | 1.1593 |
54
+ | No log | 0.1154 | 6 | 0.9498 | -0.1408 | 0.9498 | 0.9746 |
55
+ | No log | 0.1538 | 8 | 0.8620 | 0.0968 | 0.8620 | 0.9285 |
56
+ | No log | 0.1923 | 10 | 0.7151 | 0.2884 | 0.7151 | 0.8456 |
57
+ | No log | 0.2308 | 12 | 0.7307 | 0.2386 | 0.7307 | 0.8548 |
58
+ | No log | 0.2692 | 14 | 0.7464 | 0.3608 | 0.7464 | 0.8640 |
59
+ | No log | 0.3077 | 16 | 0.9220 | 0.1628 | 0.9220 | 0.9602 |
60
+ | No log | 0.3462 | 18 | 1.3208 | 0.1001 | 1.3208 | 1.1492 |
61
+ | No log | 0.3846 | 20 | 1.0455 | 0.1797 | 1.0455 | 1.0225 |
62
+ | No log | 0.4231 | 22 | 0.7612 | 0.3031 | 0.7612 | 0.8724 |
63
+ | No log | 0.4615 | 24 | 0.8616 | 0.2480 | 0.8616 | 0.9282 |
64
+ | No log | 0.5 | 26 | 0.7893 | 0.3343 | 0.7893 | 0.8884 |
65
+ | No log | 0.5385 | 28 | 0.6487 | 0.3183 | 0.6487 | 0.8054 |
66
+ | No log | 0.5769 | 30 | 0.6559 | 0.2441 | 0.6559 | 0.8099 |
67
+ | No log | 0.6154 | 32 | 0.7358 | 0.2490 | 0.7358 | 0.8578 |
68
+ | No log | 0.6538 | 34 | 0.9130 | 0.3926 | 0.9130 | 0.9555 |
69
+ | No log | 0.6923 | 36 | 1.0306 | 0.2516 | 1.0306 | 1.0152 |
70
+ | No log | 0.7308 | 38 | 0.9922 | 0.3938 | 0.9922 | 0.9961 |
71
+ | No log | 0.7692 | 40 | 0.8020 | 0.2879 | 0.8020 | 0.8955 |
72
+ | No log | 0.8077 | 42 | 0.7296 | 0.1786 | 0.7296 | 0.8541 |
73
+ | No log | 0.8462 | 44 | 0.7067 | 0.1372 | 0.7067 | 0.8406 |
74
+ | No log | 0.8846 | 46 | 0.6755 | 0.0937 | 0.6755 | 0.8219 |
75
+ | No log | 0.9231 | 48 | 0.6359 | 0.1718 | 0.6359 | 0.7975 |
76
+ | No log | 0.9615 | 50 | 0.6473 | 0.1718 | 0.6473 | 0.8045 |
77
+ | No log | 1.0 | 52 | 0.7667 | 0.2919 | 0.7667 | 0.8756 |
78
+ | No log | 1.0385 | 54 | 0.8275 | 0.2879 | 0.8275 | 0.9097 |
79
+ | No log | 1.0769 | 56 | 0.7989 | 0.2464 | 0.7989 | 0.8938 |
80
+ | No log | 1.1154 | 58 | 0.6644 | 0.3169 | 0.6644 | 0.8151 |
81
+ | No log | 1.1538 | 60 | 0.6371 | 0.2449 | 0.6371 | 0.7982 |
82
+ | No log | 1.1923 | 62 | 0.6537 | 0.3169 | 0.6537 | 0.8085 |
83
+ | No log | 1.2308 | 64 | 0.7829 | 0.3257 | 0.7829 | 0.8848 |
84
+ | No log | 1.2692 | 66 | 0.9135 | 0.3461 | 0.9135 | 0.9558 |
85
+ | No log | 1.3077 | 68 | 0.8006 | 0.3993 | 0.8006 | 0.8948 |
86
+ | No log | 1.3462 | 70 | 0.6854 | 0.3925 | 0.6854 | 0.8279 |
87
+ | No log | 1.3846 | 72 | 0.5869 | 0.4752 | 0.5869 | 0.7661 |
88
+ | No log | 1.4231 | 74 | 0.6013 | 0.4726 | 0.6013 | 0.7754 |
89
+ | No log | 1.4615 | 76 | 0.5900 | 0.3808 | 0.5900 | 0.7681 |
90
+ | No log | 1.5 | 78 | 0.7142 | 0.4028 | 0.7142 | 0.8451 |
91
+ | No log | 1.5385 | 80 | 0.8808 | 0.4088 | 0.8808 | 0.9385 |
92
+ | No log | 1.5769 | 82 | 1.0731 | 0.1473 | 1.0731 | 1.0359 |
93
+ | No log | 1.6154 | 84 | 1.0003 | 0.2975 | 1.0003 | 1.0001 |
94
+ | No log | 1.6538 | 86 | 0.7633 | 0.4021 | 0.7633 | 0.8737 |
95
+ | No log | 1.6923 | 88 | 0.6772 | 0.3882 | 0.6772 | 0.8229 |
96
+ | No log | 1.7308 | 90 | 0.6072 | 0.2916 | 0.6072 | 0.7792 |
97
+ | No log | 1.7692 | 92 | 0.6335 | 0.3993 | 0.6335 | 0.7959 |
98
+ | No log | 1.8077 | 94 | 0.7751 | 0.3730 | 0.7751 | 0.8804 |
99
+ | No log | 1.8462 | 96 | 0.9804 | 0.2702 | 0.9804 | 0.9902 |
100
+ | No log | 1.8846 | 98 | 0.9356 | 0.3961 | 0.9356 | 0.9673 |
101
+ | No log | 1.9231 | 100 | 0.8782 | 0.3961 | 0.8782 | 0.9371 |
102
+ | No log | 1.9615 | 102 | 0.7922 | 0.3719 | 0.7922 | 0.8900 |
103
+ | No log | 2.0 | 104 | 0.7698 | 0.3889 | 0.7698 | 0.8774 |
104
+ | No log | 2.0385 | 106 | 0.6770 | 0.4151 | 0.6770 | 0.8228 |
105
+ | No log | 2.0769 | 108 | 0.5911 | 0.4116 | 0.5911 | 0.7688 |
106
+ | No log | 2.1154 | 110 | 0.6189 | 0.3729 | 0.6189 | 0.7867 |
107
+ | No log | 2.1538 | 112 | 0.6393 | 0.3953 | 0.6393 | 0.7996 |
108
+ | No log | 2.1923 | 114 | 0.7014 | 0.4537 | 0.7014 | 0.8375 |
109
+ | No log | 2.2308 | 116 | 0.6179 | 0.4468 | 0.6179 | 0.7860 |
110
+ | No log | 2.2692 | 118 | 0.6116 | 0.4997 | 0.6116 | 0.7820 |
111
+ | No log | 2.3077 | 120 | 0.7054 | 0.4665 | 0.7054 | 0.8399 |
112
+ | No log | 2.3462 | 122 | 0.5728 | 0.4945 | 0.5728 | 0.7568 |
113
+ | No log | 2.3846 | 124 | 0.5938 | 0.3563 | 0.5938 | 0.7706 |
114
+ | No log | 2.4231 | 126 | 0.6433 | 0.3803 | 0.6433 | 0.8021 |
115
+ | No log | 2.4615 | 128 | 0.6082 | 0.4139 | 0.6082 | 0.7799 |
116
+ | No log | 2.5 | 130 | 0.6301 | 0.4051 | 0.6301 | 0.7938 |
117
+ | No log | 2.5385 | 132 | 0.5439 | 0.4611 | 0.5439 | 0.7375 |
118
+ | No log | 2.5769 | 134 | 0.5236 | 0.4908 | 0.5236 | 0.7236 |
119
+ | No log | 2.6154 | 136 | 0.5509 | 0.4821 | 0.5509 | 0.7422 |
120
+ | No log | 2.6538 | 138 | 0.6123 | 0.4130 | 0.6123 | 0.7825 |
121
+ | No log | 2.6923 | 140 | 0.5628 | 0.4468 | 0.5628 | 0.7502 |
122
+ | No log | 2.7308 | 142 | 0.5918 | 0.4355 | 0.5918 | 0.7693 |
123
+ | No log | 2.7692 | 144 | 0.5866 | 0.4355 | 0.5866 | 0.7659 |
124
+ | No log | 2.8077 | 146 | 0.5528 | 0.4427 | 0.5528 | 0.7435 |
125
+ | No log | 2.8462 | 148 | 0.5432 | 0.4715 | 0.5432 | 0.7370 |
126
+ | No log | 2.8846 | 150 | 0.5383 | 0.5030 | 0.5383 | 0.7337 |
127
+ | No log | 2.9231 | 152 | 0.6436 | 0.4836 | 0.6436 | 0.8022 |
128
+ | No log | 2.9615 | 154 | 0.6012 | 0.5149 | 0.6012 | 0.7753 |
129
+ | No log | 3.0 | 156 | 0.5219 | 0.4715 | 0.5219 | 0.7225 |
130
+ | No log | 3.0385 | 158 | 0.7465 | 0.5220 | 0.7465 | 0.8640 |
131
+ | No log | 3.0769 | 160 | 0.8257 | 0.4867 | 0.8257 | 0.9087 |
132
+ | No log | 3.1154 | 162 | 0.6550 | 0.4811 | 0.6550 | 0.8093 |
133
+ | No log | 3.1538 | 164 | 0.5370 | 0.4517 | 0.5370 | 0.7328 |
134
+ | No log | 3.1923 | 166 | 0.5325 | 0.5107 | 0.5325 | 0.7297 |
135
+ | No log | 3.2308 | 168 | 0.5538 | 0.5283 | 0.5538 | 0.7442 |
136
+ | No log | 3.2692 | 170 | 0.6137 | 0.4708 | 0.6137 | 0.7834 |
137
+ | No log | 3.3077 | 172 | 0.5789 | 0.5015 | 0.5789 | 0.7608 |
138
+ | No log | 3.3462 | 174 | 0.5513 | 0.4044 | 0.5513 | 0.7425 |
139
+ | No log | 3.3846 | 176 | 0.5566 | 0.4875 | 0.5566 | 0.7460 |
140
+ | No log | 3.4231 | 178 | 0.5990 | 0.5237 | 0.5990 | 0.7739 |
141
+ | No log | 3.4615 | 180 | 0.6477 | 0.5354 | 0.6477 | 0.8048 |
142
+ | No log | 3.5 | 182 | 0.6283 | 0.4782 | 0.6283 | 0.7927 |
143
+ | No log | 3.5385 | 184 | 0.5993 | 0.5021 | 0.5993 | 0.7742 |
144
+ | No log | 3.5769 | 186 | 0.6230 | 0.3811 | 0.6230 | 0.7893 |
145
+ | No log | 3.6154 | 188 | 0.6237 | 0.4113 | 0.6237 | 0.7898 |
146
+ | No log | 3.6538 | 190 | 0.5865 | 0.4866 | 0.5865 | 0.7659 |
147
+ | No log | 3.6923 | 192 | 0.6634 | 0.5073 | 0.6634 | 0.8145 |
148
+ | No log | 3.7308 | 194 | 0.7719 | 0.4735 | 0.7719 | 0.8786 |
149
+ | No log | 3.7692 | 196 | 0.7272 | 0.4906 | 0.7271 | 0.8527 |
150
+ | No log | 3.8077 | 198 | 0.5542 | 0.6257 | 0.5542 | 0.7445 |
151
+ | No log | 3.8462 | 200 | 0.5282 | 0.5383 | 0.5282 | 0.7268 |
152
+ | No log | 3.8846 | 202 | 0.5220 | 0.5586 | 0.5220 | 0.7225 |
153
+ | No log | 3.9231 | 204 | 0.6109 | 0.4789 | 0.6109 | 0.7816 |
154
+ | No log | 3.9615 | 206 | 0.6419 | 0.4987 | 0.6419 | 0.8012 |
155
+ | No log | 4.0 | 208 | 0.5766 | 0.4527 | 0.5766 | 0.7593 |
156
+ | No log | 4.0385 | 210 | 0.5281 | 0.5071 | 0.5281 | 0.7267 |
157
+ | No log | 4.0769 | 212 | 0.5353 | 0.5272 | 0.5353 | 0.7317 |
158
+ | No log | 4.1154 | 214 | 0.5431 | 0.5272 | 0.5431 | 0.7369 |
159
+ | No log | 4.1538 | 216 | 0.5615 | 0.5250 | 0.5615 | 0.7493 |
160
+ | No log | 4.1923 | 218 | 0.7992 | 0.4177 | 0.7992 | 0.8940 |
161
+ | No log | 4.2308 | 220 | 0.9158 | 0.3864 | 0.9158 | 0.9570 |
162
+ | No log | 4.2692 | 222 | 0.7933 | 0.4413 | 0.7933 | 0.8907 |
163
+ | No log | 4.3077 | 224 | 0.5780 | 0.5498 | 0.5780 | 0.7603 |
164
+ | No log | 4.3462 | 226 | 0.5411 | 0.4171 | 0.5411 | 0.7356 |
165
+ | No log | 4.3846 | 228 | 0.5472 | 0.5104 | 0.5472 | 0.7398 |
166
+ | No log | 4.4231 | 230 | 0.5253 | 0.4816 | 0.5253 | 0.7248 |
167
+ | No log | 4.4615 | 232 | 0.5293 | 0.4677 | 0.5293 | 0.7275 |
168
+ | No log | 4.5 | 234 | 0.6200 | 0.5112 | 0.6200 | 0.7874 |
169
+ | No log | 4.5385 | 236 | 0.7450 | 0.4597 | 0.7450 | 0.8631 |
170
+ | No log | 4.5769 | 238 | 0.7735 | 0.4597 | 0.7735 | 0.8795 |
171
+ | No log | 4.6154 | 240 | 0.6488 | 0.5408 | 0.6488 | 0.8055 |
172
+ | No log | 4.6538 | 242 | 0.5817 | 0.5315 | 0.5817 | 0.7627 |
173
+ | No log | 4.6923 | 244 | 0.5614 | 0.5513 | 0.5614 | 0.7493 |
174
+ | No log | 4.7308 | 246 | 0.5494 | 0.5706 | 0.5494 | 0.7412 |
175
+ | No log | 4.7692 | 248 | 0.5289 | 0.5569 | 0.5289 | 0.7273 |
176
+ | No log | 4.8077 | 250 | 0.5057 | 0.6295 | 0.5057 | 0.7111 |
177
+ | No log | 4.8462 | 252 | 0.5260 | 0.5498 | 0.5260 | 0.7252 |
178
+ | No log | 4.8846 | 254 | 0.5546 | 0.5513 | 0.5546 | 0.7447 |
179
+ | No log | 4.9231 | 256 | 0.5768 | 0.5313 | 0.5768 | 0.7595 |
180
+ | No log | 4.9615 | 258 | 0.5468 | 0.5706 | 0.5468 | 0.7394 |
181
+ | No log | 5.0 | 260 | 0.5758 | 0.5251 | 0.5758 | 0.7588 |
182
+ | No log | 5.0385 | 262 | 0.6957 | 0.5160 | 0.6957 | 0.8341 |
183
+ | No log | 5.0769 | 264 | 0.7064 | 0.5160 | 0.7064 | 0.8405 |
184
+ | No log | 5.1154 | 266 | 0.6046 | 0.4851 | 0.6046 | 0.7776 |
185
+ | No log | 5.1538 | 268 | 0.5618 | 0.4969 | 0.5618 | 0.7495 |
186
+ | No log | 5.1923 | 270 | 0.5707 | 0.4825 | 0.5707 | 0.7554 |
187
+ | No log | 5.2308 | 272 | 0.6012 | 0.4986 | 0.6012 | 0.7754 |
188
+ | No log | 5.2692 | 274 | 0.5590 | 0.4776 | 0.5590 | 0.7477 |
189
+ | No log | 5.3077 | 276 | 0.5034 | 0.4101 | 0.5034 | 0.7095 |
190
+ | No log | 5.3462 | 278 | 0.5151 | 0.4867 | 0.5151 | 0.7177 |
191
+ | No log | 5.3846 | 280 | 0.5170 | 0.5448 | 0.5170 | 0.7190 |
192
+ | No log | 5.4231 | 282 | 0.5024 | 0.5286 | 0.5024 | 0.7088 |
193
+ | No log | 5.4615 | 284 | 0.6217 | 0.5138 | 0.6217 | 0.7885 |
194
+ | No log | 5.5 | 286 | 0.7097 | 0.4789 | 0.7097 | 0.8424 |
195
+ | No log | 5.5385 | 288 | 0.6498 | 0.4884 | 0.6498 | 0.8061 |
196
+ | No log | 5.5769 | 290 | 0.5326 | 0.5044 | 0.5326 | 0.7298 |
197
+ | No log | 5.6154 | 292 | 0.5132 | 0.5302 | 0.5132 | 0.7163 |
198
+ | No log | 5.6538 | 294 | 0.5125 | 0.5446 | 0.5125 | 0.7159 |
199
+ | No log | 5.6923 | 296 | 0.5305 | 0.5463 | 0.5305 | 0.7283 |
200
+ | No log | 5.7308 | 298 | 0.6082 | 0.4690 | 0.6082 | 0.7799 |
201
+ | No log | 5.7692 | 300 | 0.7315 | 0.4580 | 0.7315 | 0.8553 |
202
+ | No log | 5.8077 | 302 | 0.7144 | 0.4580 | 0.7144 | 0.8452 |
203
+ | No log | 5.8462 | 304 | 0.6312 | 0.4652 | 0.6312 | 0.7945 |
204
+ | No log | 5.8846 | 306 | 0.6061 | 0.4272 | 0.6061 | 0.7785 |
205
+ | No log | 5.9231 | 308 | 0.5456 | 0.4795 | 0.5456 | 0.7387 |
206
+ | No log | 5.9615 | 310 | 0.5466 | 0.4963 | 0.5466 | 0.7393 |
207
+ | No log | 6.0 | 312 | 0.5467 | 0.5120 | 0.5467 | 0.7394 |
208
+ | No log | 6.0385 | 314 | 0.5977 | 0.5220 | 0.5977 | 0.7731 |
209
+ | No log | 6.0769 | 316 | 0.6330 | 0.5312 | 0.6330 | 0.7956 |
210
+ | No log | 6.1154 | 318 | 0.5834 | 0.5471 | 0.5834 | 0.7638 |
211
+ | No log | 6.1538 | 320 | 0.5087 | 0.5373 | 0.5087 | 0.7132 |
212
+ | No log | 6.1923 | 322 | 0.5202 | 0.5533 | 0.5202 | 0.7212 |
213
+ | No log | 6.2308 | 324 | 0.5356 | 0.5894 | 0.5356 | 0.7318 |
214
+ | No log | 6.2692 | 326 | 0.5179 | 0.5357 | 0.5179 | 0.7197 |
215
+ | No log | 6.3077 | 328 | 0.5585 | 0.4901 | 0.5585 | 0.7473 |
216
+ | No log | 6.3462 | 330 | 0.6003 | 0.5014 | 0.6003 | 0.7748 |
217
+ | No log | 6.3846 | 332 | 0.5755 | 0.4997 | 0.5755 | 0.7586 |
218
+ | No log | 6.4231 | 334 | 0.5130 | 0.5446 | 0.5130 | 0.7162 |
219
+ | No log | 6.4615 | 336 | 0.5580 | 0.5362 | 0.5580 | 0.7470 |
220
+ | No log | 6.5 | 338 | 0.5603 | 0.5452 | 0.5603 | 0.7485 |
221
+ | No log | 6.5385 | 340 | 0.5176 | 0.5195 | 0.5176 | 0.7194 |
222
+ | No log | 6.5769 | 342 | 0.5734 | 0.4556 | 0.5734 | 0.7572 |
223
+ | No log | 6.6154 | 344 | 0.6726 | 0.4868 | 0.6726 | 0.8201 |
224
+ | No log | 6.6538 | 346 | 0.6775 | 0.4868 | 0.6775 | 0.8231 |
225
+ | No log | 6.6923 | 348 | 0.5858 | 0.4614 | 0.5858 | 0.7653 |
226
+ | No log | 6.7308 | 350 | 0.5540 | 0.4742 | 0.5540 | 0.7443 |
227
+ | No log | 6.7692 | 352 | 0.5786 | 0.4684 | 0.5786 | 0.7607 |
228
+ | No log | 6.8077 | 354 | 0.5695 | 0.5056 | 0.5695 | 0.7547 |
229
+ | No log | 6.8462 | 356 | 0.5870 | 0.4118 | 0.5870 | 0.7662 |
230
+ | No log | 6.8846 | 358 | 0.6888 | 0.4269 | 0.6888 | 0.8299 |
231
+ | No log | 6.9231 | 360 | 0.6670 | 0.4269 | 0.6670 | 0.8167 |
232
+ | No log | 6.9615 | 362 | 0.6062 | 0.3988 | 0.6062 | 0.7786 |
233
+ | No log | 7.0 | 364 | 0.5713 | 0.4991 | 0.5713 | 0.7559 |
234
+ | No log | 7.0385 | 366 | 0.5693 | 0.4875 | 0.5693 | 0.7545 |
235
+ | No log | 7.0769 | 368 | 0.5599 | 0.4726 | 0.5599 | 0.7483 |
236
+ | No log | 7.1154 | 370 | 0.5584 | 0.4991 | 0.5584 | 0.7473 |
237
+ | No log | 7.1538 | 372 | 0.6397 | 0.3761 | 0.6397 | 0.7998 |
238
+ | No log | 7.1923 | 374 | 0.7008 | 0.4219 | 0.7008 | 0.8371 |
239
+ | No log | 7.2308 | 376 | 0.6465 | 0.3941 | 0.6465 | 0.8040 |
240
+ | No log | 7.2692 | 378 | 0.5945 | 0.4752 | 0.5945 | 0.7710 |
241
+ | No log | 7.3077 | 380 | 0.5808 | 0.4678 | 0.5808 | 0.7621 |
242
+ | No log | 7.3462 | 382 | 0.5707 | 0.4547 | 0.5707 | 0.7555 |
243
+ | No log | 7.3846 | 384 | 0.5710 | 0.3809 | 0.5710 | 0.7556 |
244
+ | No log | 7.4231 | 386 | 0.5683 | 0.4111 | 0.5683 | 0.7538 |
245
+ | No log | 7.4615 | 388 | 0.5748 | 0.4505 | 0.5748 | 0.7582 |
246
+ | No log | 7.5 | 390 | 0.5779 | 0.4227 | 0.5779 | 0.7602 |
247
+ | No log | 7.5385 | 392 | 0.5527 | 0.4262 | 0.5527 | 0.7434 |
248
+ | No log | 7.5769 | 394 | 0.5436 | 0.3754 | 0.5436 | 0.7373 |
249
+ | No log | 7.6154 | 396 | 0.5443 | 0.4548 | 0.5443 | 0.7378 |
250
+ | No log | 7.6538 | 398 | 0.5553 | 0.4821 | 0.5553 | 0.7452 |
251
+ | No log | 7.6923 | 400 | 0.5367 | 0.4674 | 0.5367 | 0.7326 |
252
+ | No log | 7.7308 | 402 | 0.5073 | 0.5446 | 0.5073 | 0.7122 |
253
+ | No log | 7.7692 | 404 | 0.5007 | 0.6024 | 0.5007 | 0.7076 |
254
+ | No log | 7.8077 | 406 | 0.4976 | 0.6007 | 0.4976 | 0.7054 |
255
+ | No log | 7.8462 | 408 | 0.5375 | 0.5136 | 0.5375 | 0.7332 |
256
+ | No log | 7.8846 | 410 | 0.5547 | 0.5283 | 0.5547 | 0.7448 |
257
+ | No log | 7.9231 | 412 | 0.5585 | 0.5429 | 0.5585 | 0.7473 |
258
+ | No log | 7.9615 | 414 | 0.5151 | 0.5678 | 0.5151 | 0.7177 |
259
+ | No log | 8.0 | 416 | 0.4983 | 0.5672 | 0.4983 | 0.7059 |
260
+ | No log | 8.0385 | 418 | 0.5128 | 0.5656 | 0.5128 | 0.7161 |
261
+ | No log | 8.0769 | 420 | 0.5247 | 0.5452 | 0.5247 | 0.7244 |
262
+ | No log | 8.1154 | 422 | 0.5687 | 0.5217 | 0.5687 | 0.7542 |
263
+ | No log | 8.1538 | 424 | 0.5631 | 0.5569 | 0.5631 | 0.7504 |
264
+ | No log | 8.1923 | 426 | 0.5264 | 0.5143 | 0.5264 | 0.7256 |
265
+ | No log | 8.2308 | 428 | 0.5296 | 0.4253 | 0.5296 | 0.7278 |
266
+ | No log | 8.2692 | 430 | 0.5356 | 0.4314 | 0.5356 | 0.7319 |
267
+ | No log | 8.3077 | 432 | 0.5310 | 0.5042 | 0.5310 | 0.7287 |
268
+ | No log | 8.3462 | 434 | 0.5878 | 0.4789 | 0.5878 | 0.7667 |
269
+ | No log | 8.3846 | 436 | 0.6289 | 0.4537 | 0.6289 | 0.7930 |
270
+ | No log | 8.4231 | 438 | 0.5930 | 0.4391 | 0.5930 | 0.7701 |
271
+ | No log | 8.4615 | 440 | 0.5447 | 0.5075 | 0.5447 | 0.7381 |
272
+ | No log | 8.5 | 442 | 0.5758 | 0.5485 | 0.5758 | 0.7588 |
273
+ | No log | 8.5385 | 444 | 0.6078 | 0.5403 | 0.6078 | 0.7796 |
274
+ | No log | 8.5769 | 446 | 0.5684 | 0.5327 | 0.5684 | 0.7539 |
275
+ | No log | 8.6154 | 448 | 0.5311 | 0.5022 | 0.5311 | 0.7287 |
276
+ | No log | 8.6538 | 450 | 0.5328 | 0.5143 | 0.5328 | 0.7299 |
277
+ | No log | 8.6923 | 452 | 0.5263 | 0.4904 | 0.5263 | 0.7255 |
278
+ | No log | 8.7308 | 454 | 0.5188 | 0.4788 | 0.5188 | 0.7203 |
279
+ | No log | 8.7692 | 456 | 0.5152 | 0.4788 | 0.5152 | 0.7177 |
280
+ | No log | 8.8077 | 458 | 0.5100 | 0.4526 | 0.5100 | 0.7141 |
281
+ | No log | 8.8462 | 460 | 0.5067 | 0.5143 | 0.5067 | 0.7118 |
282
+ | No log | 8.8846 | 462 | 0.5265 | 0.5300 | 0.5265 | 0.7256 |
283
+ | No log | 8.9231 | 464 | 0.5236 | 0.5300 | 0.5236 | 0.7236 |
284
+ | No log | 8.9615 | 466 | 0.4931 | 0.4942 | 0.4931 | 0.7022 |
285
+ | No log | 9.0 | 468 | 0.4852 | 0.5596 | 0.4852 | 0.6966 |
286
+ | No log | 9.0385 | 470 | 0.4828 | 0.5672 | 0.4828 | 0.6949 |
287
+ | No log | 9.0769 | 472 | 0.4882 | 0.6282 | 0.4882 | 0.6987 |
288
+ | No log | 9.1154 | 474 | 0.5008 | 0.6308 | 0.5008 | 0.7077 |
289
+ | No log | 9.1538 | 476 | 0.5579 | 0.5249 | 0.5579 | 0.7469 |
290
+ | No log | 9.1923 | 478 | 0.6165 | 0.4669 | 0.6165 | 0.7852 |
291
+ | No log | 9.2308 | 480 | 0.5750 | 0.4783 | 0.5750 | 0.7583 |
292
+ | No log | 9.2692 | 482 | 0.5129 | 0.5373 | 0.5129 | 0.7162 |
293
+ | No log | 9.3077 | 484 | 0.4786 | 0.5782 | 0.4786 | 0.6918 |
294
+ | No log | 9.3462 | 486 | 0.4669 | 0.6321 | 0.4669 | 0.6833 |
295
+ | No log | 9.3846 | 488 | 0.4667 | 0.6567 | 0.4667 | 0.6831 |
296
+ | No log | 9.4231 | 490 | 0.5013 | 0.5794 | 0.5013 | 0.7080 |
297
+ | No log | 9.4615 | 492 | 0.6375 | 0.4884 | 0.6375 | 0.7984 |
298
+ | No log | 9.5 | 494 | 0.7311 | 0.4382 | 0.7311 | 0.8550 |
299
+ | No log | 9.5385 | 496 | 0.6737 | 0.4773 | 0.6737 | 0.8208 |
300
+ | No log | 9.5769 | 498 | 0.5612 | 0.5266 | 0.5612 | 0.7491 |
301
+ | 0.3282 | 9.6154 | 500 | 0.4825 | 0.5779 | 0.4825 | 0.6946 |
302
+ | 0.3282 | 9.6538 | 502 | 0.4601 | 0.6770 | 0.4601 | 0.6783 |
303
+ | 0.3282 | 9.6923 | 504 | 0.4754 | 0.5493 | 0.4754 | 0.6895 |
304
+ | 0.3282 | 9.7308 | 506 | 0.5143 | 0.5030 | 0.5143 | 0.7171 |
305
+ | 0.3282 | 9.7692 | 508 | 0.5250 | 0.4859 | 0.5250 | 0.7245 |
306
+ | 0.3282 | 9.8077 | 510 | 0.5184 | 0.4838 | 0.5184 | 0.7200 |
307
+ | 0.3282 | 9.8462 | 512 | 0.5131 | 0.4869 | 0.5131 | 0.7163 |
 
308
 
309
 
310
  ### Framework versions