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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k18_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k18_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: 1.5928
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- - Qwk: 0.0
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- - Mse: 1.5928
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- - Rmse: 1.2621
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  ## Model description
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@@ -49,441 +49,273 @@ 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 | 0.0465 | 2 | 2.6285 | -0.0407 | 2.6285 | 1.6213 |
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- | No log | 0.0930 | 4 | 1.3633 | 0.0745 | 1.3633 | 1.1676 |
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- | No log | 0.1395 | 6 | 1.1048 | -0.1355 | 1.1048 | 1.0511 |
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- | No log | 0.1860 | 8 | 1.0158 | 0.0826 | 1.0158 | 1.0079 |
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- | No log | 0.2326 | 10 | 1.0283 | 0.1584 | 1.0283 | 1.0140 |
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- | No log | 0.2791 | 12 | 0.9754 | 0.0888 | 0.9754 | 0.9876 |
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- | No log | 0.3256 | 14 | 0.9090 | 0.0359 | 0.9090 | 0.9534 |
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- | No log | 0.3721 | 16 | 0.9072 | 0.0 | 0.9072 | 0.9525 |
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- | No log | 0.4186 | 18 | 0.8771 | 0.0 | 0.8771 | 0.9365 |
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- | No log | 0.4651 | 20 | 0.8262 | 0.0 | 0.8262 | 0.9090 |
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- | No log | 0.5116 | 22 | 0.7842 | 0.0 | 0.7842 | 0.8856 |
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- | No log | 0.5581 | 24 | 0.7594 | 0.0 | 0.7594 | 0.8714 |
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- | No log | 0.6047 | 26 | 0.6931 | 0.1617 | 0.6931 | 0.8325 |
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- | No log | 0.6512 | 28 | 0.7831 | 0.1699 | 0.7831 | 0.8849 |
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- | No log | 0.6977 | 30 | 0.8161 | 0.0573 | 0.8161 | 0.9034 |
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- | No log | 0.7442 | 32 | 0.7901 | 0.0208 | 0.7901 | 0.8889 |
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- | No log | 0.7907 | 34 | 0.7525 | 0.2652 | 0.7525 | 0.8675 |
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- | No log | 0.8372 | 36 | 0.7478 | 0.2027 | 0.7478 | 0.8648 |
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- | No log | 0.8837 | 38 | 0.7608 | 0.1359 | 0.7608 | 0.8723 |
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- | No log | 0.9302 | 40 | 0.7575 | 0.0643 | 0.7575 | 0.8703 |
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- | No log | 0.9767 | 42 | 0.7585 | 0.0840 | 0.7585 | 0.8709 |
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- | No log | 1.0233 | 44 | 0.7843 | 0.0 | 0.7843 | 0.8856 |
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- | No log | 1.0698 | 46 | 0.7821 | 0.0481 | 0.7821 | 0.8844 |
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- | No log | 1.1163 | 48 | 0.7659 | 0.1287 | 0.7659 | 0.8751 |
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- | No log | 1.1628 | 50 | 0.7468 | 0.1094 | 0.7468 | 0.8642 |
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- | No log | 1.2093 | 52 | 0.7781 | 0.1918 | 0.7781 | 0.8821 |
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- | No log | 1.2558 | 54 | 0.8127 | 0.3099 | 0.8127 | 0.9015 |
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- | No log | 1.3023 | 56 | 0.8233 | 0.3746 | 0.8233 | 0.9074 |
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- | No log | 1.3488 | 58 | 0.8360 | 0.3473 | 0.8360 | 0.9143 |
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- | No log | 1.3953 | 60 | 0.9359 | 0.2460 | 0.9359 | 0.9674 |
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- | No log | 1.4419 | 62 | 0.9948 | 0.1909 | 0.9948 | 0.9974 |
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- | No log | 1.4884 | 64 | 1.0229 | 0.2141 | 1.0229 | 1.0114 |
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- | No log | 1.5349 | 66 | 0.9932 | 0.3170 | 0.9932 | 0.9966 |
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- | No log | 1.5814 | 68 | 0.9047 | 0.2995 | 0.9047 | 0.9511 |
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- | No log | 1.6279 | 70 | 0.8474 | 0.2866 | 0.8474 | 0.9206 |
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- | No log | 1.6744 | 72 | 0.8164 | 0.2904 | 0.8164 | 0.9036 |
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- | No log | 1.7209 | 74 | 0.7800 | 0.2227 | 0.7800 | 0.8832 |
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- | No log | 1.7674 | 76 | 0.7626 | 0.2171 | 0.7626 | 0.8733 |
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- | No log | 1.8140 | 78 | 0.8268 | 0.2297 | 0.8268 | 0.9093 |
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- | No log | 1.8605 | 80 | 0.9434 | 0.2046 | 0.9434 | 0.9713 |
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- | No log | 1.9070 | 82 | 1.0377 | 0.1747 | 1.0377 | 1.0187 |
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- | No log | 1.9535 | 84 | 1.0806 | 0.2227 | 1.0806 | 1.0395 |
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- | No log | 2.0 | 86 | 1.0449 | 0.2601 | 1.0449 | 1.0222 |
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- | No log | 2.0465 | 88 | 1.0287 | 0.2886 | 1.0287 | 1.0143 |
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- | No log | 2.0930 | 90 | 1.1039 | 0.2504 | 1.1039 | 1.0506 |
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- | No log | 2.1395 | 92 | 1.2009 | 0.1758 | 1.2009 | 1.0959 |
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- | No log | 2.1860 | 94 | 1.1176 | -0.0352 | 1.1176 | 1.0572 |
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- | No log | 2.2326 | 96 | 1.0781 | 0.0105 | 1.0781 | 1.0383 |
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- | No log | 2.2791 | 98 | 1.0967 | 0.1243 | 1.0967 | 1.0472 |
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- | No log | 2.3256 | 100 | 1.1308 | 0.2504 | 1.1308 | 1.0634 |
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- | No log | 2.3721 | 102 | 1.1591 | 0.1530 | 1.1591 | 1.0766 |
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- | No log | 2.4186 | 104 | 1.0978 | 0.2651 | 1.0978 | 1.0477 |
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- | No log | 2.4651 | 106 | 1.0324 | 0.2866 | 1.0324 | 1.0161 |
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- | No log | 2.5116 | 108 | 0.9605 | 0.2063 | 0.9605 | 0.9800 |
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- | No log | 2.5581 | 110 | 0.9497 | 0.1254 | 0.9497 | 0.9745 |
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- | No log | 2.6047 | 112 | 1.0021 | 0.0462 | 1.0021 | 1.0011 |
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- | No log | 2.6512 | 114 | 1.1725 | 0.1635 | 1.1725 | 1.0828 |
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- | No log | 2.6977 | 116 | 1.3640 | 0.0417 | 1.3640 | 1.1679 |
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- | No log | 2.7442 | 118 | 1.4961 | -0.0570 | 1.4961 | 1.2232 |
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- | No log | 2.7907 | 120 | 1.5557 | -0.0586 | 1.5557 | 1.2473 |
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- | No log | 2.8372 | 122 | 1.5934 | -0.0602 | 1.5934 | 1.2623 |
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- | No log | 2.8837 | 124 | 1.6752 | -0.1044 | 1.6752 | 1.2943 |
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- | No log | 2.9302 | 126 | 1.6754 | 0.0948 | 1.6754 | 1.2944 |
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- | No log | 2.9767 | 128 | 1.5748 | 0.0842 | 1.5748 | 1.2549 |
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- | No log | 3.0233 | 130 | 1.4740 | 0.0293 | 1.4740 | 1.2141 |
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- | No log | 3.0698 | 132 | 1.1940 | 0.0175 | 1.1940 | 1.0927 |
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- | No log | 3.1163 | 134 | 1.0996 | 0.0200 | 1.0996 | 1.0486 |
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- | No log | 3.1628 | 136 | 1.0366 | 0.0652 | 1.0366 | 1.0181 |
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- | No log | 3.2093 | 138 | 1.0300 | 0.1822 | 1.0300 | 1.0149 |
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- | No log | 3.2558 | 140 | 1.1642 | 0.1557 | 1.1642 | 1.0790 |
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- | No log | 3.3023 | 142 | 1.2408 | 0.1688 | 1.2408 | 1.1139 |
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- | No log | 3.3488 | 144 | 1.1858 | 0.2324 | 1.1858 | 1.0890 |
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- | No log | 3.3953 | 146 | 1.1040 | 0.2227 | 1.1040 | 1.0507 |
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- | No log | 3.4419 | 148 | 1.0507 | 0.1911 | 1.0507 | 1.0250 |
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- | No log | 3.4884 | 150 | 1.1049 | 0.1911 | 1.1049 | 1.0512 |
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- | No log | 3.5349 | 152 | 1.1834 | 0.1870 | 1.1834 | 1.0878 |
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- | No log | 3.5814 | 154 | 1.3251 | 0.0992 | 1.3251 | 1.1511 |
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- | No log | 3.6279 | 156 | 1.3581 | 0.0679 | 1.3581 | 1.1654 |
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- | No log | 3.6744 | 158 | 1.2766 | 0.1283 | 1.2766 | 1.1298 |
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- | No log | 3.7209 | 160 | 1.2347 | 0.1588 | 1.2347 | 1.1112 |
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- | No log | 3.7674 | 162 | 1.0875 | 0.2903 | 1.0875 | 1.0428 |
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- | No log | 3.8140 | 164 | 1.0930 | 0.2903 | 1.0930 | 1.0455 |
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- | No log | 3.8605 | 166 | 1.1741 | 0.2622 | 1.1741 | 1.0836 |
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- | No log | 3.9070 | 168 | 1.1762 | 0.1717 | 1.1762 | 1.0845 |
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- | No log | 3.9535 | 170 | 1.1796 | 0.2258 | 1.1796 | 1.0861 |
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- | No log | 4.0 | 172 | 1.1221 | 0.2059 | 1.1221 | 1.0593 |
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- | No log | 4.0465 | 174 | 1.1819 | 0.1815 | 1.1819 | 1.0872 |
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- | No log | 4.0930 | 176 | 1.3459 | 0.1763 | 1.3459 | 1.1601 |
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- | No log | 4.1395 | 178 | 1.6004 | 0.1191 | 1.6004 | 1.2651 |
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- | No log | 4.1860 | 180 | 1.5702 | 0.1099 | 1.5702 | 1.2531 |
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- | No log | 4.2326 | 182 | 1.5452 | 0.0923 | 1.5452 | 1.2431 |
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- | No log | 4.2791 | 184 | 1.3945 | 0.1399 | 1.3945 | 1.1809 |
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- | No log | 4.3256 | 186 | 1.1662 | 0.1646 | 1.1662 | 1.0799 |
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- | No log | 4.3721 | 188 | 1.0436 | 0.1990 | 1.0436 | 1.0216 |
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- | No log | 4.4186 | 190 | 1.0475 | 0.2651 | 1.0475 | 1.0235 |
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- | No log | 4.4651 | 192 | 1.1306 | 0.2145 | 1.1306 | 1.0633 |
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- | No log | 4.5116 | 194 | 1.2474 | 0.1460 | 1.2474 | 1.1169 |
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- | No log | 4.5581 | 196 | 1.2321 | 0.1588 | 1.2321 | 1.1100 |
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- | No log | 4.6047 | 198 | 1.1229 | 0.2543 | 1.1229 | 1.0597 |
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- | No log | 4.6512 | 200 | 1.0678 | 0.2367 | 1.0678 | 1.0333 |
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- | No log | 4.6977 | 202 | 1.0472 | 0.2876 | 1.0472 | 1.0233 |
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- | No log | 4.7442 | 204 | 1.0109 | 0.2626 | 1.0109 | 1.0054 |
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- | No log | 4.7907 | 206 | 1.0162 | 0.2964 | 1.0162 | 1.0080 |
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- | No log | 4.8372 | 208 | 1.0209 | 0.2964 | 1.0209 | 1.0104 |
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- | No log | 4.8837 | 210 | 1.1295 | 0.2688 | 1.1295 | 1.0628 |
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- | No log | 4.9302 | 212 | 1.2434 | 0.1460 | 1.2434 | 1.1151 |
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- | No log | 4.9767 | 214 | 1.3472 | 0.0945 | 1.3472 | 1.1607 |
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- | No log | 5.0233 | 216 | 1.3542 | 0.1147 | 1.3542 | 1.1637 |
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- | No log | 5.0698 | 218 | 1.2482 | 0.1717 | 1.2482 | 1.1172 |
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- | No log | 5.1163 | 220 | 1.2334 | 0.1985 | 1.2334 | 1.1106 |
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- | No log | 5.1628 | 222 | 1.2911 | 0.1717 | 1.2911 | 1.1363 |
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- | No log | 5.2093 | 224 | 1.4278 | 0.0613 | 1.4278 | 1.1949 |
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- | No log | 5.2558 | 226 | 1.4516 | 0.0413 | 1.4516 | 1.2048 |
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- | No log | 5.3023 | 228 | 1.5172 | 0.0613 | 1.5172 | 1.2318 |
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- | No log | 5.3488 | 230 | 1.5406 | 0.0595 | 1.5406 | 1.2412 |
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- | No log | 5.3953 | 232 | 1.5390 | 0.0822 | 1.5390 | 1.2405 |
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- | No log | 5.4419 | 234 | 1.4604 | 0.0632 | 1.4604 | 1.2085 |
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- | No log | 5.4884 | 236 | 1.1943 | 0.1484 | 1.1943 | 1.0928 |
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- | No log | 5.5349 | 238 | 1.0066 | 0.2601 | 1.0066 | 1.0033 |
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- | No log | 5.5814 | 240 | 1.0218 | 0.2782 | 1.0218 | 1.0109 |
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- | No log | 5.6279 | 242 | 1.1587 | 0.1550 | 1.1587 | 1.0764 |
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- | No log | 5.6744 | 244 | 1.2565 | 0.1280 | 1.2565 | 1.1210 |
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- | No log | 5.7209 | 246 | 1.1993 | 0.1280 | 1.1993 | 1.0951 |
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- | No log | 5.7674 | 248 | 1.0854 | 0.2059 | 1.0854 | 1.0418 |
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- | No log | 5.8140 | 250 | 1.1440 | 0.0873 | 1.1440 | 1.0696 |
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- | No log | 5.8605 | 252 | 1.1761 | 0.0648 | 1.1761 | 1.0845 |
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- | No log | 5.9070 | 254 | 1.2175 | 0.0150 | 1.2175 | 1.1034 |
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- | No log | 5.9535 | 256 | 1.2419 | 0.0150 | 1.2419 | 1.1144 |
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- | No log | 6.0 | 258 | 1.2693 | 0.0826 | 1.2693 | 1.1266 |
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- | No log | 6.0465 | 260 | 1.2850 | 0.1749 | 1.2850 | 1.1336 |
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- | No log | 6.0930 | 262 | 1.2439 | 0.1588 | 1.2439 | 1.1153 |
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- | No log | 6.1395 | 264 | 1.2656 | 0.1917 | 1.2656 | 1.1250 |
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- | No log | 6.1860 | 266 | 1.2684 | 0.1944 | 1.2684 | 1.1262 |
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- | No log | 6.2326 | 268 | 1.3295 | 0.0745 | 1.3295 | 1.1530 |
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- | No log | 6.2791 | 270 | 1.3611 | 0.0082 | 1.3611 | 1.1667 |
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- | No log | 6.3256 | 272 | 1.4474 | 0.0886 | 1.4474 | 1.2031 |
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- | No log | 6.3721 | 274 | 1.3375 | 0.0557 | 1.3375 | 1.1565 |
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- | No log | 6.4186 | 276 | 1.1426 | 0.1028 | 1.1426 | 1.0689 |
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- | No log | 6.4651 | 278 | 1.0792 | 0.1394 | 1.0792 | 1.0389 |
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- | No log | 6.5116 | 280 | 1.0476 | 0.1709 | 1.0476 | 1.0235 |
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- | No log | 6.5581 | 282 | 1.1182 | 0.2240 | 1.1182 | 1.0574 |
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- | No log | 6.6047 | 284 | 1.2308 | 0.2033 | 1.2308 | 1.1094 |
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- | No log | 6.6512 | 286 | 1.3895 | 0.1122 | 1.3895 | 1.1788 |
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- | No log | 6.6977 | 288 | 1.4379 | 0.0475 | 1.4379 | 1.1991 |
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- | No log | 6.7442 | 290 | 1.2790 | 0.0584 | 1.2790 | 1.1309 |
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- | No log | 6.7907 | 292 | 1.1415 | 0.0895 | 1.1415 | 1.0684 |
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- | No log | 6.8372 | 294 | 1.1008 | 0.1401 | 1.1008 | 1.0492 |
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- | No log | 6.8837 | 296 | 1.1183 | 0.1341 | 1.1183 | 1.0575 |
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- | No log | 6.9302 | 298 | 1.2235 | 0.1791 | 1.2235 | 1.1061 |
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- | No log | 6.9767 | 300 | 1.3787 | 0.1098 | 1.3787 | 1.1742 |
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- | No log | 7.0233 | 302 | 1.5074 | 0.0786 | 1.5074 | 1.2277 |
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- | No log | 7.0698 | 304 | 1.4809 | 0.0786 | 1.4809 | 1.2169 |
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- | No log | 7.1163 | 306 | 1.2788 | 0.1618 | 1.2788 | 1.1308 |
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- | No log | 7.1628 | 308 | 1.1016 | 0.1758 | 1.1016 | 1.0496 |
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- | No log | 7.2093 | 310 | 1.0215 | 0.2504 | 1.0215 | 1.0107 |
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- | No log | 7.2558 | 312 | 1.0232 | 0.2183 | 1.0232 | 1.0115 |
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- | No log | 7.3023 | 314 | 1.1206 | 0.2240 | 1.1206 | 1.0586 |
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- | No log | 7.3488 | 316 | 1.2665 | 0.1917 | 1.2665 | 1.1254 |
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- | No log | 7.3953 | 318 | 1.2293 | 0.1951 | 1.2293 | 1.1088 |
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- | No log | 7.4419 | 320 | 1.0539 | 0.2412 | 1.0539 | 1.0266 |
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- | No log | 7.4884 | 322 | 1.0333 | 0.1463 | 1.0333 | 1.0165 |
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- | No log | 7.5349 | 324 | 1.1835 | 0.1497 | 1.1835 | 1.0879 |
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- | No log | 7.5814 | 326 | 1.2489 | 0.0665 | 1.2489 | 1.1176 |
215
- | No log | 7.6279 | 328 | 1.1742 | 0.0188 | 1.1742 | 1.0836 |
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- | No log | 7.6744 | 330 | 1.3018 | 0.0665 | 1.3018 | 1.1410 |
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- | No log | 7.7209 | 332 | 1.3567 | 0.0846 | 1.3567 | 1.1648 |
218
- | No log | 7.7674 | 334 | 1.3633 | 0.0822 | 1.3633 | 1.1676 |
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- | No log | 7.8140 | 336 | 1.3322 | 0.0822 | 1.3322 | 1.1542 |
220
- | No log | 7.8605 | 338 | 1.3614 | 0.0557 | 1.3614 | 1.1668 |
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- | No log | 7.9070 | 340 | 1.3192 | 0.0578 | 1.3192 | 1.1486 |
222
- | No log | 7.9535 | 342 | 1.1759 | 0.0665 | 1.1759 | 1.0844 |
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- | No log | 8.0 | 344 | 1.1338 | 0.1432 | 1.1338 | 1.0648 |
224
- | No log | 8.0465 | 346 | 1.0101 | 0.2782 | 1.0101 | 1.0051 |
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- | No log | 8.0930 | 348 | 0.9239 | 0.3042 | 0.9239 | 0.9612 |
226
- | No log | 8.1395 | 350 | 0.9152 | 0.2463 | 0.9152 | 0.9567 |
227
- | No log | 8.1860 | 352 | 0.9998 | 0.2651 | 0.9998 | 0.9999 |
228
- | No log | 8.2326 | 354 | 1.1999 | 0.0947 | 1.1999 | 1.0954 |
229
- | No log | 8.2791 | 356 | 1.4138 | 0.0071 | 1.4138 | 1.1890 |
230
- | No log | 8.3256 | 358 | 1.6196 | 0.0842 | 1.6196 | 1.2726 |
231
- | No log | 8.3721 | 360 | 1.6651 | 0.0595 | 1.6651 | 1.2904 |
232
- | No log | 8.4186 | 362 | 1.4446 | 0.0557 | 1.4446 | 1.2019 |
233
- | No log | 8.4651 | 364 | 1.3006 | 0.1371 | 1.3006 | 1.1404 |
234
- | No log | 8.5116 | 366 | 1.2666 | 0.1432 | 1.2666 | 1.1254 |
235
- | No log | 8.5581 | 368 | 1.2885 | 0.0846 | 1.2885 | 1.1351 |
236
- | No log | 8.6047 | 370 | 1.4724 | 0.0297 | 1.4724 | 1.2134 |
237
- | No log | 8.6512 | 372 | 1.5950 | 0.0430 | 1.5950 | 1.2629 |
238
- | No log | 8.6977 | 374 | 1.6537 | 0.0196 | 1.6537 | 1.2860 |
239
- | No log | 8.7442 | 376 | 1.4635 | 0.0257 | 1.4635 | 1.2098 |
240
- | No log | 8.7907 | 378 | 1.3469 | 0.0557 | 1.3469 | 1.1605 |
241
- | No log | 8.8372 | 380 | 1.2193 | 0.1121 | 1.2193 | 1.1042 |
242
- | No log | 8.8837 | 382 | 1.0982 | 0.2141 | 1.0982 | 1.0480 |
243
- | No log | 8.9302 | 384 | 1.1041 | 0.2141 | 1.1041 | 1.0508 |
244
- | No log | 8.9767 | 386 | 1.2514 | 0.1401 | 1.2514 | 1.1187 |
245
- | No log | 9.0233 | 388 | 1.4535 | 0.0438 | 1.4535 | 1.2056 |
246
- | No log | 9.0698 | 390 | 1.5021 | 0.0421 | 1.5021 | 1.2256 |
247
- | No log | 9.1163 | 392 | 1.4342 | 0.0927 | 1.4342 | 1.1976 |
248
- | No log | 9.1628 | 394 | 1.2340 | 0.1646 | 1.2340 | 1.1109 |
249
- | No log | 9.2093 | 396 | 1.1156 | 0.2141 | 1.1156 | 1.0562 |
250
- | No log | 9.2558 | 398 | 1.0792 | 0.1909 | 1.0792 | 1.0389 |
251
- | No log | 9.3023 | 400 | 1.1348 | 0.1530 | 1.1348 | 1.0652 |
252
- | No log | 9.3488 | 402 | 1.2242 | 0.1176 | 1.2242 | 1.1064 |
253
- | No log | 9.3953 | 404 | 1.3513 | 0.0014 | 1.3513 | 1.1625 |
254
- | No log | 9.4419 | 406 | 1.4475 | 0.0014 | 1.4475 | 1.2031 |
255
- | No log | 9.4884 | 408 | 1.6146 | 0.0220 | 1.6146 | 1.2707 |
256
- | No log | 9.5349 | 410 | 1.6204 | -0.0013 | 1.6204 | 1.2729 |
257
- | No log | 9.5814 | 412 | 1.5474 | 0.0220 | 1.5474 | 1.2440 |
258
- | No log | 9.6279 | 414 | 1.5915 | 0.0215 | 1.5915 | 1.2615 |
259
- | No log | 9.6744 | 416 | 1.5358 | 0.0215 | 1.5358 | 1.2393 |
260
- | No log | 9.7209 | 418 | 1.4209 | 0.0780 | 1.4209 | 1.1920 |
261
- | No log | 9.7674 | 420 | 1.4097 | 0.0780 | 1.4097 | 1.1873 |
262
- | No log | 9.8140 | 422 | 1.5244 | 0.0457 | 1.5244 | 1.2347 |
263
- | No log | 9.8605 | 424 | 1.5491 | 0.0257 | 1.5491 | 1.2446 |
264
- | No log | 9.9070 | 426 | 1.3998 | 0.0531 | 1.3998 | 1.1831 |
265
- | No log | 9.9535 | 428 | 1.3401 | 0.0826 | 1.3401 | 1.1576 |
266
- | No log | 10.0 | 430 | 1.4598 | 0.0493 | 1.4598 | 1.2082 |
267
- | No log | 10.0465 | 432 | 1.4756 | 0.0758 | 1.4756 | 1.2148 |
268
- | No log | 10.0930 | 434 | 1.4424 | 0.0758 | 1.4424 | 1.2010 |
269
- | No log | 10.1395 | 436 | 1.3910 | 0.0758 | 1.3910 | 1.1794 |
270
- | No log | 10.1860 | 438 | 1.3488 | 0.1280 | 1.3488 | 1.1614 |
271
- | No log | 10.2326 | 440 | 1.3771 | 0.1017 | 1.3771 | 1.1735 |
272
- | No log | 10.2791 | 442 | 1.3872 | 0.1224 | 1.3872 | 1.1778 |
273
- | No log | 10.3256 | 444 | 1.4742 | 0.0684 | 1.4742 | 1.2142 |
274
- | No log | 10.3721 | 446 | 1.5381 | 0.0389 | 1.5381 | 1.2402 |
275
- | No log | 10.4186 | 448 | 1.5609 | 0.0389 | 1.5609 | 1.2493 |
276
- | No log | 10.4651 | 450 | 1.4846 | 0.0632 | 1.4846 | 1.2185 |
277
- | No log | 10.5116 | 452 | 1.5273 | -0.0038 | 1.5273 | 1.2359 |
278
- | No log | 10.5581 | 454 | 1.4465 | 0.0225 | 1.4465 | 1.2027 |
279
- | No log | 10.6047 | 456 | 1.3303 | 0.1041 | 1.3303 | 1.1534 |
280
- | No log | 10.6512 | 458 | 1.2677 | 0.1041 | 1.2677 | 1.1259 |
281
- | No log | 10.6977 | 460 | 1.2162 | 0.1550 | 1.2162 | 1.1028 |
282
- | No log | 10.7442 | 462 | 1.2546 | 0.0826 | 1.2546 | 1.1201 |
283
- | No log | 10.7907 | 464 | 1.3515 | 0.0992 | 1.3515 | 1.1626 |
284
- | No log | 10.8372 | 466 | 1.6060 | -0.0026 | 1.6060 | 1.2673 |
285
- | No log | 10.8837 | 468 | 1.6746 | -0.0247 | 1.6746 | 1.2940 |
286
- | No log | 10.9302 | 470 | 1.5505 | 0.0225 | 1.5505 | 1.2452 |
287
- | No log | 10.9767 | 472 | 1.3978 | 0.0754 | 1.3978 | 1.1823 |
288
- | No log | 11.0233 | 474 | 1.3328 | 0.0822 | 1.3328 | 1.1545 |
289
- | No log | 11.0698 | 476 | 1.4316 | 0.0776 | 1.4316 | 1.1965 |
290
- | No log | 11.1163 | 478 | 1.4865 | 0.0754 | 1.4865 | 1.2192 |
291
- | No log | 11.1628 | 480 | 1.5125 | 0.0715 | 1.5125 | 1.2298 |
292
- | No log | 11.2093 | 482 | 1.5571 | -0.0026 | 1.5571 | 1.2478 |
293
- | No log | 11.2558 | 484 | 1.5217 | 0.0205 | 1.5217 | 1.2336 |
294
- | No log | 11.3023 | 486 | 1.4619 | 0.0225 | 1.4619 | 1.2091 |
295
- | No log | 11.3488 | 488 | 1.3789 | 0.0497 | 1.3789 | 1.1743 |
296
- | No log | 11.3953 | 490 | 1.3116 | 0.0497 | 1.3116 | 1.1453 |
297
- | No log | 11.4419 | 492 | 1.1992 | 0.1588 | 1.1992 | 1.0951 |
298
- | No log | 11.4884 | 494 | 1.1319 | 0.1723 | 1.1319 | 1.0639 |
299
- | No log | 11.5349 | 496 | 1.2021 | 0.1312 | 1.2021 | 1.0964 |
300
- | No log | 11.5814 | 498 | 1.3868 | 0.0014 | 1.3868 | 1.1776 |
301
- | 0.3465 | 11.6279 | 500 | 1.6245 | 0.0 | 1.6245 | 1.2746 |
302
- | 0.3465 | 11.6744 | 502 | 1.7437 | 0.0190 | 1.7437 | 1.3205 |
303
- | 0.3465 | 11.7209 | 504 | 1.6870 | 0.0190 | 1.6870 | 1.2988 |
304
- | 0.3465 | 11.7674 | 506 | 1.5228 | 0.0468 | 1.5228 | 1.2340 |
305
- | 0.3465 | 11.8140 | 508 | 1.3313 | 0.1041 | 1.3313 | 1.1538 |
306
- | 0.3465 | 11.8605 | 510 | 1.2305 | 0.1121 | 1.2305 | 1.1093 |
307
- | 0.3465 | 11.9070 | 512 | 1.2862 | 0.0578 | 1.2862 | 1.1341 |
308
- | 0.3465 | 11.9535 | 514 | 1.4136 | 0.1099 | 1.4136 | 1.1889 |
309
- | 0.3465 | 12.0 | 516 | 1.5877 | 0.0357 | 1.5877 | 1.2600 |
310
- | 0.3465 | 12.0465 | 518 | 1.5284 | 0.0578 | 1.5284 | 1.2363 |
311
- | 0.3465 | 12.0930 | 520 | 1.5315 | 0.0748 | 1.5315 | 1.2375 |
312
- | 0.3465 | 12.1395 | 522 | 1.5845 | 0.0578 | 1.5845 | 1.2588 |
313
- | 0.3465 | 12.1860 | 524 | 1.5859 | 0.0595 | 1.5859 | 1.2593 |
314
- | 0.3465 | 12.2326 | 526 | 1.5413 | 0.0397 | 1.5413 | 1.2415 |
315
- | 0.3465 | 12.2791 | 528 | 1.3736 | 0.0537 | 1.3736 | 1.1720 |
316
- | 0.3465 | 12.3256 | 530 | 1.2754 | 0.0799 | 1.2754 | 1.1293 |
317
- | 0.3465 | 12.3721 | 532 | 1.2286 | 0.1371 | 1.2286 | 1.1084 |
318
- | 0.3465 | 12.4186 | 534 | 1.2092 | 0.1371 | 1.2092 | 1.0996 |
319
- | 0.3465 | 12.4651 | 536 | 1.2586 | 0.1341 | 1.2586 | 1.1219 |
320
- | 0.3465 | 12.5116 | 538 | 1.3737 | 0.0497 | 1.3737 | 1.1720 |
321
- | 0.3465 | 12.5581 | 540 | 1.4465 | 0.0497 | 1.4465 | 1.2027 |
322
- | 0.3465 | 12.6047 | 542 | 1.5923 | 0.0190 | 1.5923 | 1.2619 |
323
- | 0.3465 | 12.6512 | 544 | 1.6624 | 0.0171 | 1.6624 | 1.2893 |
324
- | 0.3465 | 12.6977 | 546 | 1.5544 | 0.0659 | 1.5544 | 1.2468 |
325
- | 0.3465 | 12.7442 | 548 | 1.4139 | 0.0505 | 1.4139 | 1.1891 |
326
- | 0.3465 | 12.7907 | 550 | 1.2364 | 0.1094 | 1.2364 | 1.1120 |
327
- | 0.3465 | 12.8372 | 552 | 1.1798 | 0.1401 | 1.1798 | 1.0862 |
328
- | 0.3465 | 12.8837 | 554 | 1.2423 | 0.1341 | 1.2423 | 1.1146 |
329
- | 0.3465 | 12.9302 | 556 | 1.2920 | 0.1067 | 1.2920 | 1.1367 |
330
- | 0.3465 | 12.9767 | 558 | 1.3653 | 0.1017 | 1.3653 | 1.1685 |
331
- | 0.3465 | 13.0233 | 560 | 1.4568 | 0.0901 | 1.4568 | 1.2070 |
332
- | 0.3465 | 13.0698 | 562 | 1.3951 | 0.0263 | 1.3951 | 1.1812 |
333
- | 0.3465 | 13.1163 | 564 | 1.2590 | 0.1094 | 1.2590 | 1.1221 |
334
- | 0.3465 | 13.1628 | 566 | 1.2119 | 0.1371 | 1.2119 | 1.1008 |
335
- | 0.3465 | 13.2093 | 568 | 1.0810 | 0.1758 | 1.0810 | 1.0397 |
336
- | 0.3465 | 13.2558 | 570 | 0.9964 | 0.2271 | 0.9964 | 0.9982 |
337
- | 0.3465 | 13.3023 | 572 | 1.0192 | 0.2032 | 1.0192 | 1.0096 |
338
- | 0.3465 | 13.3488 | 574 | 1.1681 | 0.1654 | 1.1681 | 1.0808 |
339
- | 0.3465 | 13.3953 | 576 | 1.3674 | 0.1519 | 1.3674 | 1.1694 |
340
- | 0.3465 | 13.4419 | 578 | 1.4169 | 0.1226 | 1.4169 | 1.1903 |
341
- | 0.3465 | 13.4884 | 580 | 1.4834 | 0.0945 | 1.4834 | 1.2180 |
342
- | 0.3465 | 13.5349 | 582 | 1.6362 | 0.0373 | 1.6362 | 1.2791 |
343
- | 0.3465 | 13.5814 | 584 | 1.7087 | 0.0389 | 1.7087 | 1.3072 |
344
- | 0.3465 | 13.6279 | 586 | 1.6787 | 0.0440 | 1.6787 | 1.2957 |
345
- | 0.3465 | 13.6744 | 588 | 1.6366 | 0.0468 | 1.6366 | 1.2793 |
346
- | 0.3465 | 13.7209 | 590 | 1.5886 | 0.0246 | 1.5886 | 1.2604 |
347
- | 0.3465 | 13.7674 | 592 | 1.6159 | 0.0246 | 1.6159 | 1.2712 |
348
- | 0.3465 | 13.8140 | 594 | 1.7061 | 0.0190 | 1.7061 | 1.3062 |
349
- | 0.3465 | 13.8605 | 596 | 1.6981 | 0.0422 | 1.6981 | 1.3031 |
350
- | 0.3465 | 13.9070 | 598 | 1.6679 | 0.0190 | 1.6679 | 1.2915 |
351
- | 0.3465 | 13.9535 | 600 | 1.4997 | 0.0449 | 1.4997 | 1.2246 |
352
- | 0.3465 | 14.0 | 602 | 1.2940 | 0.1016 | 1.2940 | 1.1375 |
353
- | 0.3465 | 14.0465 | 604 | 1.2000 | 0.1654 | 1.2000 | 1.0954 |
354
- | 0.3465 | 14.0930 | 606 | 1.1976 | 0.1621 | 1.1976 | 1.0943 |
355
- | 0.3465 | 14.1395 | 608 | 1.2505 | 0.1312 | 1.2505 | 1.1182 |
356
- | 0.3465 | 14.1860 | 610 | 1.3624 | 0.1200 | 1.3624 | 1.1672 |
357
- | 0.3465 | 14.2326 | 612 | 1.4173 | 0.0659 | 1.4173 | 1.1905 |
358
- | 0.3465 | 14.2791 | 614 | 1.3774 | 0.0754 | 1.3774 | 1.1736 |
359
- | 0.3465 | 14.3256 | 616 | 1.3689 | 0.0754 | 1.3689 | 1.1700 |
360
- | 0.3465 | 14.3721 | 618 | 1.4233 | 0.0468 | 1.4233 | 1.1930 |
361
- | 0.3465 | 14.4186 | 620 | 1.4275 | 0.0695 | 1.4275 | 1.1948 |
362
- | 0.3465 | 14.4651 | 622 | 1.3850 | 0.0945 | 1.3850 | 1.1769 |
363
- | 0.3465 | 14.5116 | 624 | 1.3611 | 0.0945 | 1.3611 | 1.1666 |
364
- | 0.3465 | 14.5581 | 626 | 1.2932 | 0.1041 | 1.2932 | 1.1372 |
365
- | 0.3465 | 14.6047 | 628 | 1.1735 | 0.1588 | 1.1735 | 1.0833 |
366
- | 0.3465 | 14.6512 | 630 | 1.1482 | 0.1588 | 1.1482 | 1.0715 |
367
- | 0.3465 | 14.6977 | 632 | 1.2513 | 0.1312 | 1.2513 | 1.1186 |
368
- | 0.3465 | 14.7442 | 634 | 1.4605 | 0.0901 | 1.4605 | 1.2085 |
369
- | 0.3465 | 14.7907 | 636 | 1.6080 | 0.0389 | 1.6080 | 1.2681 |
370
- | 0.3465 | 14.8372 | 638 | 1.5737 | 0.0389 | 1.5737 | 1.2545 |
371
- | 0.3465 | 14.8837 | 640 | 1.5172 | 0.0230 | 1.5172 | 1.2317 |
372
- | 0.3465 | 14.9302 | 642 | 1.5266 | 0.0430 | 1.5266 | 1.2356 |
373
- | 0.3465 | 14.9767 | 644 | 1.4983 | 0.0430 | 1.4983 | 1.2240 |
374
- | 0.3465 | 15.0233 | 646 | 1.5659 | 0.0613 | 1.5659 | 1.2514 |
375
- | 0.3465 | 15.0698 | 648 | 1.6187 | 0.0389 | 1.6187 | 1.2723 |
376
- | 0.3465 | 15.1163 | 650 | 1.5612 | 0.0659 | 1.5612 | 1.2495 |
377
- | 0.3465 | 15.1628 | 652 | 1.3887 | 0.0754 | 1.3887 | 1.1784 |
378
- | 0.3465 | 15.2093 | 654 | 1.2563 | 0.0754 | 1.2563 | 1.1209 |
379
- | 0.3465 | 15.2558 | 656 | 1.2731 | 0.0754 | 1.2731 | 1.1283 |
380
- | 0.3465 | 15.3023 | 658 | 1.4080 | 0.0754 | 1.4080 | 1.1866 |
381
- | 0.3465 | 15.3488 | 660 | 1.5372 | -0.0013 | 1.5372 | 1.2398 |
382
- | 0.3465 | 15.3953 | 662 | 1.5849 | 0.0241 | 1.5849 | 1.2589 |
383
- | 0.3465 | 15.4419 | 664 | 1.6789 | 0.0241 | 1.6789 | 1.2957 |
384
- | 0.3465 | 15.4884 | 666 | 1.7697 | -0.0247 | 1.7697 | 1.3303 |
385
- | 0.3465 | 15.5349 | 668 | 1.7567 | -0.0026 | 1.7567 | 1.3254 |
386
- | 0.3465 | 15.5814 | 670 | 1.5851 | 0.0 | 1.5851 | 1.2590 |
387
- | 0.3465 | 15.6279 | 672 | 1.4215 | 0.0241 | 1.4215 | 1.1923 |
388
- | 0.3465 | 15.6744 | 674 | 1.3411 | 0.0290 | 1.3411 | 1.1581 |
389
- | 0.3465 | 15.7209 | 676 | 1.3225 | 0.0071 | 1.3225 | 1.1500 |
390
- | 0.3465 | 15.7674 | 678 | 1.3784 | 0.0736 | 1.3784 | 1.1740 |
391
- | 0.3465 | 15.8140 | 680 | 1.4487 | 0.0486 | 1.4487 | 1.2036 |
392
- | 0.3465 | 15.8605 | 682 | 1.4518 | 0.0468 | 1.4518 | 1.2049 |
393
- | 0.3465 | 15.9070 | 684 | 1.4051 | 0.0468 | 1.4051 | 1.1854 |
394
- | 0.3465 | 15.9535 | 686 | 1.3584 | 0.0715 | 1.3584 | 1.1655 |
395
- | 0.3465 | 16.0 | 688 | 1.3138 | 0.0754 | 1.3138 | 1.1462 |
396
- | 0.3465 | 16.0465 | 690 | 1.3466 | 0.0776 | 1.3466 | 1.1604 |
397
- | 0.3465 | 16.0930 | 692 | 1.3957 | 0.0517 | 1.3957 | 1.1814 |
398
- | 0.3465 | 16.1395 | 694 | 1.3976 | 0.0517 | 1.3976 | 1.1822 |
399
- | 0.3465 | 16.1860 | 696 | 1.3807 | 0.0486 | 1.3807 | 1.1751 |
400
- | 0.3465 | 16.2326 | 698 | 1.2899 | 0.0715 | 1.2899 | 1.1358 |
401
- | 0.3465 | 16.2791 | 700 | 1.1821 | 0.1341 | 1.1821 | 1.0873 |
402
- | 0.3465 | 16.3256 | 702 | 1.1410 | 0.1401 | 1.1410 | 1.0682 |
403
- | 0.3465 | 16.3721 | 704 | 1.1403 | 0.1176 | 1.1403 | 1.0678 |
404
- | 0.3465 | 16.4186 | 706 | 1.1989 | 0.1337 | 1.1989 | 1.0950 |
405
- | 0.3465 | 16.4651 | 708 | 1.3349 | 0.1226 | 1.3349 | 1.1554 |
406
- | 0.3465 | 16.5116 | 710 | 1.4950 | 0.0468 | 1.4950 | 1.2227 |
407
- | 0.3465 | 16.5581 | 712 | 1.6827 | 0.0767 | 1.6827 | 1.2972 |
408
- | 0.3465 | 16.6047 | 714 | 1.7125 | 0.0389 | 1.7125 | 1.3086 |
409
- | 0.3465 | 16.6512 | 716 | 1.6276 | 0.0200 | 1.6276 | 1.2758 |
410
- | 0.3465 | 16.6977 | 718 | 1.5005 | 0.0505 | 1.5005 | 1.2250 |
411
- | 0.3465 | 16.7442 | 720 | 1.3996 | 0.0088 | 1.3996 | 1.1830 |
412
- | 0.3465 | 16.7907 | 722 | 1.4008 | 0.0537 | 1.4008 | 1.1836 |
413
- | 0.3465 | 16.8372 | 724 | 1.4333 | 0.0754 | 1.4333 | 1.1972 |
414
- | 0.3465 | 16.8837 | 726 | 1.4306 | 0.0754 | 1.4306 | 1.1961 |
415
- | 0.3465 | 16.9302 | 728 | 1.3827 | 0.0754 | 1.3827 | 1.1759 |
416
- | 0.3465 | 16.9767 | 730 | 1.3577 | 0.0776 | 1.3577 | 1.1652 |
417
- | 0.3465 | 17.0233 | 732 | 1.3531 | 0.0754 | 1.3531 | 1.1632 |
418
- | 0.3465 | 17.0698 | 734 | 1.4613 | 0.0715 | 1.4613 | 1.2088 |
419
- | 0.3465 | 17.1163 | 736 | 1.6147 | 0.0186 | 1.6147 | 1.2707 |
420
- | 0.3465 | 17.1628 | 738 | 1.7178 | -0.0049 | 1.7178 | 1.3106 |
421
- | 0.3465 | 17.2093 | 740 | 1.6734 | -0.0049 | 1.6734 | 1.2936 |
422
- | 0.3465 | 17.2558 | 742 | 1.4891 | 0.0246 | 1.4891 | 1.2203 |
423
- | 0.3465 | 17.3023 | 744 | 1.2645 | 0.1121 | 1.2645 | 1.1245 |
424
- | 0.3465 | 17.3488 | 746 | 1.1062 | 0.1795 | 1.1062 | 1.0518 |
425
- | 0.3465 | 17.3953 | 748 | 1.0416 | 0.1671 | 1.0416 | 1.0206 |
426
- | 0.3465 | 17.4419 | 750 | 1.0982 | 0.1360 | 1.0982 | 1.0480 |
427
- | 0.3465 | 17.4884 | 752 | 1.1943 | 0.1148 | 1.1943 | 1.0928 |
428
- | 0.3465 | 17.5349 | 754 | 1.2273 | 0.1148 | 1.2273 | 1.1079 |
429
- | 0.3465 | 17.5814 | 756 | 1.3348 | 0.1067 | 1.3348 | 1.1553 |
430
- | 0.3465 | 17.6279 | 758 | 1.5246 | 0.0475 | 1.5246 | 1.2348 |
431
- | 0.3465 | 17.6744 | 760 | 1.7611 | 0.0560 | 1.7611 | 1.3271 |
432
- | 0.3465 | 17.7209 | 762 | 1.7882 | 0.0560 | 1.7882 | 1.3372 |
433
- | 0.3465 | 17.7674 | 764 | 1.6546 | 0.0413 | 1.6546 | 1.2863 |
434
- | 0.3465 | 17.8140 | 766 | 1.4797 | 0.0505 | 1.4797 | 1.2164 |
435
- | 0.3465 | 17.8605 | 768 | 1.3912 | 0.0524 | 1.3912 | 1.1795 |
436
- | 0.3465 | 17.9070 | 770 | 1.3561 | 0.0544 | 1.3561 | 1.1645 |
437
- | 0.3465 | 17.9535 | 772 | 1.3869 | 0.0505 | 1.3869 | 1.1777 |
438
- | 0.3465 | 18.0 | 774 | 1.3675 | 0.0505 | 1.3675 | 1.1694 |
439
- | 0.3465 | 18.0465 | 776 | 1.3343 | 0.0537 | 1.3343 | 1.1551 |
440
- | 0.3465 | 18.0930 | 778 | 1.3506 | 0.0754 | 1.3506 | 1.1622 |
441
- | 0.3465 | 18.1395 | 780 | 1.3802 | 0.0754 | 1.3802 | 1.1748 |
442
- | 0.3465 | 18.1860 | 782 | 1.4038 | 0.0754 | 1.4038 | 1.1848 |
443
- | 0.3465 | 18.2326 | 784 | 1.4026 | 0.0497 | 1.4026 | 1.1843 |
444
- | 0.3465 | 18.2791 | 786 | 1.3035 | 0.0578 | 1.3035 | 1.1417 |
445
- | 0.3465 | 18.3256 | 788 | 1.2367 | 0.1121 | 1.2367 | 1.1121 |
446
- | 0.3465 | 18.3721 | 790 | 1.1873 | 0.1148 | 1.1873 | 1.0896 |
447
- | 0.3465 | 18.4186 | 792 | 1.2034 | 0.1148 | 1.2034 | 1.0970 |
448
- | 0.3465 | 18.4651 | 794 | 1.3130 | 0.0822 | 1.3130 | 1.1459 |
449
- | 0.3465 | 18.5116 | 796 | 1.4508 | 0.0246 | 1.4508 | 1.2045 |
450
- | 0.3465 | 18.5581 | 798 | 1.5068 | 0.0246 | 1.5068 | 1.2275 |
451
- | 0.3465 | 18.6047 | 800 | 1.5807 | 0.0 | 1.5807 | 1.2573 |
452
- | 0.3465 | 18.6512 | 802 | 1.6345 | 0.0 | 1.6345 | 1.2785 |
453
- | 0.3465 | 18.6977 | 804 | 1.6230 | 0.0225 | 1.6230 | 1.2740 |
454
- | 0.3465 | 18.7442 | 806 | 1.5610 | 0.0225 | 1.5610 | 1.2494 |
455
- | 0.3465 | 18.7907 | 808 | 1.4643 | 0.0486 | 1.4643 | 1.2101 |
456
- | 0.3465 | 18.8372 | 810 | 1.4666 | 0.0241 | 1.4666 | 1.2110 |
457
- | 0.3465 | 18.8837 | 812 | 1.5130 | 0.0225 | 1.5130 | 1.2300 |
458
- | 0.3465 | 18.9302 | 814 | 1.4889 | 0.0225 | 1.4889 | 1.2202 |
459
- | 0.3465 | 18.9767 | 816 | 1.4550 | 0.0225 | 1.4550 | 1.2062 |
460
- | 0.3465 | 19.0233 | 818 | 1.4542 | 0.0 | 1.4542 | 1.2059 |
461
- | 0.3465 | 19.0698 | 820 | 1.4219 | 0.0246 | 1.4219 | 1.1925 |
462
- | 0.3465 | 19.1163 | 822 | 1.3282 | 0.0263 | 1.3282 | 1.1525 |
463
- | 0.3465 | 19.1628 | 824 | 1.2399 | 0.0351 | 1.2399 | 1.1135 |
464
- | 0.3465 | 19.2093 | 826 | 1.2534 | 0.0370 | 1.2534 | 1.1195 |
465
- | 0.3465 | 19.2558 | 828 | 1.3108 | 0.0088 | 1.3108 | 1.1449 |
466
- | 0.3465 | 19.3023 | 830 | 1.4526 | 0.0263 | 1.4526 | 1.2052 |
467
- | 0.3465 | 19.3488 | 832 | 1.6005 | 0.0 | 1.6005 | 1.2651 |
468
- | 0.3465 | 19.3953 | 834 | 1.6785 | 0.0 | 1.6785 | 1.2956 |
469
- | 0.3465 | 19.4419 | 836 | 1.6315 | 0.0 | 1.6315 | 1.2773 |
470
- | 0.3465 | 19.4884 | 838 | 1.4988 | 0.0 | 1.4988 | 1.2242 |
471
- | 0.3465 | 19.5349 | 840 | 1.4022 | 0.0263 | 1.4022 | 1.1841 |
472
- | 0.3465 | 19.5814 | 842 | 1.4043 | 0.0263 | 1.4043 | 1.1851 |
473
- | 0.3465 | 19.6279 | 844 | 1.4265 | 0.0263 | 1.4265 | 1.1943 |
474
- | 0.3465 | 19.6744 | 846 | 1.4433 | 0.0246 | 1.4433 | 1.2014 |
475
- | 0.3465 | 19.7209 | 848 | 1.4660 | 0.0 | 1.4660 | 1.2108 |
476
- | 0.3465 | 19.7674 | 850 | 1.4778 | 0.0 | 1.4778 | 1.2156 |
477
- | 0.3465 | 19.8140 | 852 | 1.4855 | 0.0 | 1.4855 | 1.2188 |
478
- | 0.3465 | 19.8605 | 854 | 1.4039 | 0.0263 | 1.4039 | 1.1849 |
479
- | 0.3465 | 19.9070 | 856 | 1.4097 | 0.0263 | 1.4097 | 1.1873 |
480
- | 0.3465 | 19.9535 | 858 | 1.4064 | 0.0246 | 1.4064 | 1.1859 |
481
- | 0.3465 | 20.0 | 860 | 1.4514 | 0.0246 | 1.4514 | 1.2047 |
482
- | 0.3465 | 20.0465 | 862 | 1.4822 | 0.0 | 1.4822 | 1.2174 |
483
- | 0.3465 | 20.0930 | 864 | 1.5059 | 0.0 | 1.5059 | 1.2271 |
484
- | 0.3465 | 20.1395 | 866 | 1.5292 | 0.0 | 1.5292 | 1.2366 |
485
- | 0.3465 | 20.1860 | 868 | 1.5237 | 0.0 | 1.5237 | 1.2344 |
486
- | 0.3465 | 20.2326 | 870 | 1.5928 | 0.0 | 1.5928 | 1.2621 |
487
 
488
 
489
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_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:
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+ - Loss: 0.8116
19
+ - Qwk: 0.1052
20
+ - Mse: 0.8116
21
+ - Rmse: 0.9009
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0444 | 2 | 2.6359 | -0.0262 | 2.6359 | 1.6235 |
53
+ | No log | 0.0889 | 4 | 1.3851 | 0.0750 | 1.3851 | 1.1769 |
54
+ | No log | 0.1333 | 6 | 1.2984 | -0.1983 | 1.2984 | 1.1395 |
55
+ | No log | 0.1778 | 8 | 1.2589 | -0.2787 | 1.2589 | 1.1220 |
56
+ | No log | 0.2222 | 10 | 1.1997 | -0.1356 | 1.1997 | 1.0953 |
57
+ | No log | 0.2667 | 12 | 1.2070 | -0.1705 | 1.2070 | 1.0986 |
58
+ | No log | 0.3111 | 14 | 1.3576 | -0.1384 | 1.3576 | 1.1652 |
59
+ | No log | 0.3556 | 16 | 1.6718 | 0.0289 | 1.6718 | 1.2930 |
60
+ | No log | 0.4 | 18 | 1.5585 | 0.0278 | 1.5585 | 1.2484 |
61
+ | No log | 0.4444 | 20 | 1.1516 | -0.0961 | 1.1516 | 1.0731 |
62
+ | No log | 0.4889 | 22 | 0.9965 | -0.0288 | 0.9965 | 0.9982 |
63
+ | No log | 0.5333 | 24 | 0.8746 | 0.0725 | 0.8746 | 0.9352 |
64
+ | No log | 0.5778 | 26 | 0.8535 | 0.0410 | 0.8535 | 0.9238 |
65
+ | No log | 0.6222 | 28 | 0.8574 | 0.0937 | 0.8574 | 0.9260 |
66
+ | No log | 0.6667 | 30 | 0.8894 | 0.0509 | 0.8894 | 0.9431 |
67
+ | No log | 0.7111 | 32 | 0.8933 | 0.0947 | 0.8933 | 0.9452 |
68
+ | No log | 0.7556 | 34 | 0.9631 | 0.0609 | 0.9631 | 0.9814 |
69
+ | No log | 0.8 | 36 | 1.0419 | 0.0329 | 1.0419 | 1.0207 |
70
+ | No log | 0.8444 | 38 | 1.1758 | 0.0095 | 1.1758 | 1.0843 |
71
+ | No log | 0.8889 | 40 | 1.1874 | 0.0126 | 1.1874 | 1.0897 |
72
+ | No log | 0.9333 | 42 | 0.9553 | -0.0484 | 0.9553 | 0.9774 |
73
+ | No log | 0.9778 | 44 | 0.8113 | 0.1737 | 0.8113 | 0.9007 |
74
+ | No log | 1.0222 | 46 | 0.9473 | 0.2651 | 0.9473 | 0.9733 |
75
+ | No log | 1.0667 | 48 | 1.0228 | 0.2757 | 1.0228 | 1.0113 |
76
+ | No log | 1.1111 | 50 | 1.0274 | 0.2543 | 1.0274 | 1.0136 |
77
+ | No log | 1.1556 | 52 | 0.8945 | 0.2063 | 0.8945 | 0.9458 |
78
+ | No log | 1.2 | 54 | 0.7828 | 0.0757 | 0.7828 | 0.8847 |
79
+ | No log | 1.2444 | 56 | 0.8118 | 0.0804 | 0.8118 | 0.9010 |
80
+ | No log | 1.2889 | 58 | 0.9450 | 0.0506 | 0.9450 | 0.9721 |
81
+ | No log | 1.3333 | 60 | 1.1381 | 0.0661 | 1.1381 | 1.0668 |
82
+ | No log | 1.3778 | 62 | 1.1564 | 0.0643 | 1.1564 | 1.0754 |
83
+ | No log | 1.4222 | 64 | 1.0107 | 0.2092 | 1.0107 | 1.0053 |
84
+ | No log | 1.4667 | 66 | 0.9387 | 0.2034 | 0.9387 | 0.9689 |
85
+ | No log | 1.5111 | 68 | 0.9827 | 0.2118 | 0.9827 | 0.9913 |
86
+ | No log | 1.5556 | 70 | 1.0083 | 0.1460 | 1.0083 | 1.0041 |
87
+ | No log | 1.6 | 72 | 0.9884 | 0.0823 | 0.9884 | 0.9942 |
88
+ | No log | 1.6444 | 74 | 1.0193 | 0.1155 | 1.0193 | 1.0096 |
89
+ | No log | 1.6889 | 76 | 0.9372 | 0.0813 | 0.9372 | 0.9681 |
90
+ | No log | 1.7333 | 78 | 0.8497 | 0.0 | 0.8497 | 0.9218 |
91
+ | No log | 1.7778 | 80 | 0.8160 | 0.1440 | 0.8160 | 0.9033 |
92
+ | No log | 1.8222 | 82 | 0.8222 | 0.1440 | 0.8222 | 0.9068 |
93
+ | No log | 1.8667 | 84 | 0.8815 | 0.0727 | 0.8815 | 0.9389 |
94
+ | No log | 1.9111 | 86 | 1.0441 | 0.1427 | 1.0441 | 1.0218 |
95
+ | No log | 1.9556 | 88 | 1.0435 | 0.1122 | 1.0435 | 1.0215 |
96
+ | No log | 2.0 | 90 | 1.0138 | 0.0722 | 1.0138 | 1.0069 |
97
+ | No log | 2.0444 | 92 | 0.9973 | 0.1311 | 0.9973 | 0.9986 |
98
+ | No log | 2.0889 | 94 | 0.9859 | 0.1627 | 0.9859 | 0.9929 |
99
+ | No log | 2.1333 | 96 | 0.9563 | 0.1627 | 0.9563 | 0.9779 |
100
+ | No log | 2.1778 | 98 | 0.9327 | 0.1289 | 0.9327 | 0.9658 |
101
+ | No log | 2.2222 | 100 | 0.9467 | 0.1661 | 0.9467 | 0.9730 |
102
+ | No log | 2.2667 | 102 | 0.9298 | 0.1289 | 0.9298 | 0.9643 |
103
+ | No log | 2.3111 | 104 | 1.0249 | 0.1121 | 1.0249 | 1.0124 |
104
+ | No log | 2.3556 | 106 | 0.9742 | 0.1419 | 0.9742 | 0.9870 |
105
+ | No log | 2.4 | 108 | 0.8918 | 0.1410 | 0.8918 | 0.9444 |
106
+ | No log | 2.4444 | 110 | 0.8916 | 0.1455 | 0.8916 | 0.9443 |
107
+ | No log | 2.4889 | 112 | 0.8683 | 0.1684 | 0.8683 | 0.9318 |
108
+ | No log | 2.5333 | 114 | 0.8724 | 0.1986 | 0.8724 | 0.9340 |
109
+ | No log | 2.5778 | 116 | 0.8877 | 0.2279 | 0.8877 | 0.9422 |
110
+ | No log | 2.6222 | 118 | 0.9303 | 0.2192 | 0.9303 | 0.9645 |
111
+ | No log | 2.6667 | 120 | 0.9948 | 0.1801 | 0.9948 | 0.9974 |
112
+ | No log | 2.7111 | 122 | 0.9409 | 0.2053 | 0.9409 | 0.9700 |
113
+ | No log | 2.7556 | 124 | 0.9339 | 0.2256 | 0.9339 | 0.9664 |
114
+ | No log | 2.8 | 126 | 0.9156 | 0.2172 | 0.9156 | 0.9568 |
115
+ | No log | 2.8444 | 128 | 0.9249 | 0.1901 | 0.9249 | 0.9617 |
116
+ | No log | 2.8889 | 130 | 0.8510 | 0.2099 | 0.8510 | 0.9225 |
117
+ | No log | 2.9333 | 132 | 0.8177 | 0.2099 | 0.8177 | 0.9043 |
118
+ | No log | 2.9778 | 134 | 0.8225 | 0.1373 | 0.8225 | 0.9069 |
119
+ | No log | 3.0222 | 136 | 0.7945 | 0.2748 | 0.7945 | 0.8913 |
120
+ | No log | 3.0667 | 138 | 0.7980 | 0.2413 | 0.7980 | 0.8933 |
121
+ | No log | 3.1111 | 140 | 0.8029 | 0.2413 | 0.8029 | 0.8960 |
122
+ | No log | 3.1556 | 142 | 0.8051 | 0.2224 | 0.8051 | 0.8973 |
123
+ | No log | 3.2 | 144 | 0.8027 | 0.2193 | 0.8027 | 0.8960 |
124
+ | No log | 3.2444 | 146 | 0.7993 | 0.2224 | 0.7993 | 0.8940 |
125
+ | No log | 3.2889 | 148 | 0.7874 | 0.2224 | 0.7874 | 0.8874 |
126
+ | No log | 3.3333 | 150 | 0.7901 | 0.2398 | 0.7901 | 0.8889 |
127
+ | No log | 3.3778 | 152 | 0.7811 | 0.1733 | 0.7811 | 0.8838 |
128
+ | No log | 3.4222 | 154 | 0.8737 | 0.4020 | 0.8737 | 0.9347 |
129
+ | No log | 3.4667 | 156 | 1.0100 | 0.2702 | 1.0100 | 1.0050 |
130
+ | No log | 3.5111 | 158 | 1.0095 | 0.3068 | 1.0095 | 1.0047 |
131
+ | No log | 3.5556 | 160 | 0.8831 | 0.3007 | 0.8831 | 0.9397 |
132
+ | No log | 3.6 | 162 | 0.9029 | 0.2287 | 0.9029 | 0.9502 |
133
+ | No log | 3.6444 | 164 | 0.9058 | 0.2929 | 0.9058 | 0.9517 |
134
+ | No log | 3.6889 | 166 | 1.0173 | 0.3115 | 1.0173 | 1.0086 |
135
+ | No log | 3.7333 | 168 | 1.3004 | 0.0996 | 1.3004 | 1.1403 |
136
+ | No log | 3.7778 | 170 | 1.2563 | 0.1270 | 1.2563 | 1.1209 |
137
+ | No log | 3.8222 | 172 | 1.0818 | 0.2066 | 1.0818 | 1.0401 |
138
+ | No log | 3.8667 | 174 | 0.9456 | 0.1627 | 0.9456 | 0.9724 |
139
+ | No log | 3.9111 | 176 | 0.9349 | 0.1361 | 0.9349 | 0.9669 |
140
+ | No log | 3.9556 | 178 | 0.9030 | 0.2838 | 0.9030 | 0.9503 |
141
+ | No log | 4.0 | 180 | 0.9461 | 0.3023 | 0.9461 | 0.9727 |
142
+ | No log | 4.0444 | 182 | 1.0352 | 0.2437 | 1.0352 | 1.0175 |
143
+ | No log | 4.0889 | 184 | 0.9958 | 0.2576 | 0.9958 | 0.9979 |
144
+ | No log | 4.1333 | 186 | 0.9167 | 0.3015 | 0.9167 | 0.9575 |
145
+ | No log | 4.1778 | 188 | 0.9129 | 0.3051 | 0.9129 | 0.9554 |
146
+ | No log | 4.2222 | 190 | 0.9945 | 0.3195 | 0.9945 | 0.9973 |
147
+ | No log | 4.2667 | 192 | 1.0099 | 0.3606 | 1.0099 | 1.0049 |
148
+ | No log | 4.3111 | 194 | 0.8876 | 0.2359 | 0.8876 | 0.9421 |
149
+ | No log | 4.3556 | 196 | 0.8267 | 0.2279 | 0.8267 | 0.9092 |
150
+ | No log | 4.4 | 198 | 0.8204 | 0.2279 | 0.8204 | 0.9058 |
151
+ | No log | 4.4444 | 200 | 0.9194 | 0.2808 | 0.9194 | 0.9588 |
152
+ | No log | 4.4889 | 202 | 1.2250 | 0.1875 | 1.2250 | 1.1068 |
153
+ | No log | 4.5333 | 204 | 1.2601 | 0.1814 | 1.2601 | 1.1225 |
154
+ | No log | 4.5778 | 206 | 1.0034 | 0.2934 | 1.0034 | 1.0017 |
155
+ | No log | 4.6222 | 208 | 0.8106 | 0.2413 | 0.8106 | 0.9004 |
156
+ | No log | 4.6667 | 210 | 0.9043 | 0.0827 | 0.9043 | 0.9509 |
157
+ | No log | 4.7111 | 212 | 0.9055 | 0.0827 | 0.9055 | 0.9516 |
158
+ | No log | 4.7556 | 214 | 0.8110 | 0.1760 | 0.8110 | 0.9006 |
159
+ | No log | 4.8 | 216 | 0.8798 | 0.2328 | 0.8798 | 0.9380 |
160
+ | No log | 4.8444 | 218 | 0.9761 | 0.2781 | 0.9761 | 0.9880 |
161
+ | No log | 4.8889 | 220 | 0.9206 | 0.3319 | 0.9206 | 0.9595 |
162
+ | No log | 4.9333 | 222 | 0.8489 | 0.2877 | 0.8489 | 0.9214 |
163
+ | No log | 4.9778 | 224 | 0.8348 | 0.2717 | 0.8348 | 0.9137 |
164
+ | No log | 5.0222 | 226 | 0.8470 | 0.1052 | 0.8470 | 0.9203 |
165
+ | No log | 5.0667 | 228 | 0.8462 | 0.1051 | 0.8462 | 0.9199 |
166
+ | No log | 5.1111 | 230 | 0.8673 | 0.2843 | 0.8673 | 0.9313 |
167
+ | No log | 5.1556 | 232 | 0.8991 | 0.2780 | 0.8991 | 0.9482 |
168
+ | No log | 5.2 | 234 | 0.8971 | 0.2809 | 0.8971 | 0.9472 |
169
+ | No log | 5.2444 | 236 | 0.9060 | 0.1684 | 0.9060 | 0.9519 |
170
+ | No log | 5.2889 | 238 | 0.9053 | 0.2334 | 0.9053 | 0.9515 |
171
+ | No log | 5.3333 | 240 | 0.9373 | 0.3146 | 0.9373 | 0.9681 |
172
+ | No log | 5.3778 | 242 | 1.0271 | 0.2097 | 1.0271 | 1.0134 |
173
+ | No log | 5.4222 | 244 | 1.0298 | 0.2965 | 1.0299 | 1.0148 |
174
+ | No log | 5.4667 | 246 | 0.9210 | 0.2236 | 0.9210 | 0.9597 |
175
+ | No log | 5.5111 | 248 | 0.8376 | 0.2535 | 0.8376 | 0.9152 |
176
+ | No log | 5.5556 | 250 | 0.8448 | 0.1426 | 0.8448 | 0.9191 |
177
+ | No log | 5.6 | 252 | 0.8342 | 0.1483 | 0.8342 | 0.9133 |
178
+ | No log | 5.6444 | 254 | 0.7888 | 0.0687 | 0.7888 | 0.8882 |
179
+ | No log | 5.6889 | 256 | 0.7758 | 0.2413 | 0.7758 | 0.8808 |
180
+ | No log | 5.7333 | 258 | 0.7959 | 0.2717 | 0.7959 | 0.8921 |
181
+ | No log | 5.7778 | 260 | 0.8048 | 0.2413 | 0.8048 | 0.8971 |
182
+ | No log | 5.8222 | 262 | 0.8135 | 0.2019 | 0.8135 | 0.9019 |
183
+ | No log | 5.8667 | 264 | 0.8136 | 0.2004 | 0.8136 | 0.9020 |
184
+ | No log | 5.9111 | 266 | 0.8098 | 0.2413 | 0.8098 | 0.8999 |
185
+ | No log | 5.9556 | 268 | 0.8242 | 0.2413 | 0.8242 | 0.9078 |
186
+ | No log | 6.0 | 270 | 0.8091 | 0.1723 | 0.8091 | 0.8995 |
187
+ | No log | 6.0444 | 272 | 0.8233 | -0.0045 | 0.8233 | 0.9073 |
188
+ | No log | 6.0889 | 274 | 0.8266 | -0.0045 | 0.8266 | 0.9092 |
189
+ | No log | 6.1333 | 276 | 0.8093 | 0.0661 | 0.8093 | 0.8996 |
190
+ | No log | 6.1778 | 278 | 0.8317 | 0.2819 | 0.8317 | 0.9120 |
191
+ | No log | 6.2222 | 280 | 0.8980 | 0.3224 | 0.8980 | 0.9476 |
192
+ | No log | 6.2667 | 282 | 0.8922 | 0.2621 | 0.8922 | 0.9446 |
193
+ | No log | 6.3111 | 284 | 0.8717 | 0.2004 | 0.8717 | 0.9336 |
194
+ | No log | 6.3556 | 286 | 0.8900 | 0.2224 | 0.8900 | 0.9434 |
195
+ | No log | 6.4 | 288 | 0.9279 | 0.1779 | 0.9279 | 0.9633 |
196
+ | No log | 6.4444 | 290 | 0.9783 | 0.1846 | 0.9783 | 0.9891 |
197
+ | No log | 6.4889 | 292 | 0.9799 | 0.1846 | 0.9799 | 0.9899 |
198
+ | No log | 6.5333 | 294 | 0.9523 | 0.1875 | 0.9523 | 0.9759 |
199
+ | No log | 6.5778 | 296 | 0.9195 | 0.2084 | 0.9195 | 0.9589 |
200
+ | No log | 6.6222 | 298 | 0.8853 | 0.2224 | 0.8853 | 0.9409 |
201
+ | No log | 6.6667 | 300 | 0.8695 | 0.2334 | 0.8695 | 0.9325 |
202
+ | No log | 6.7111 | 302 | 0.8553 | 0.2224 | 0.8553 | 0.9248 |
203
+ | No log | 6.7556 | 304 | 0.8778 | 0.2809 | 0.8778 | 0.9369 |
204
+ | No log | 6.8 | 306 | 0.9131 | 0.2633 | 0.9131 | 0.9555 |
205
+ | No log | 6.8444 | 308 | 0.9371 | 0.2082 | 0.9371 | 0.9681 |
206
+ | No log | 6.8889 | 310 | 0.9964 | 0.1954 | 0.9964 | 0.9982 |
207
+ | No log | 6.9333 | 312 | 0.9810 | 0.1662 | 0.9810 | 0.9905 |
208
+ | No log | 6.9778 | 314 | 0.9012 | 0.1902 | 0.9012 | 0.9493 |
209
+ | No log | 7.0222 | 316 | 0.8692 | 0.2535 | 0.8692 | 0.9323 |
210
+ | No log | 7.0667 | 318 | 0.8493 | 0.2038 | 0.8493 | 0.9216 |
211
+ | No log | 7.1111 | 320 | 0.8565 | 0.2395 | 0.8565 | 0.9254 |
212
+ | No log | 7.1556 | 322 | 0.9115 | 0.2370 | 0.9115 | 0.9548 |
213
+ | No log | 7.2 | 324 | 0.9655 | 0.2420 | 0.9655 | 0.9826 |
214
+ | No log | 7.2444 | 326 | 0.9343 | 0.2370 | 0.9343 | 0.9666 |
215
+ | No log | 7.2889 | 328 | 0.8350 | 0.2819 | 0.8350 | 0.9138 |
216
+ | No log | 7.3333 | 330 | 0.8209 | 0.1775 | 0.8209 | 0.9060 |
217
+ | No log | 7.3778 | 332 | 0.8376 | 0.1775 | 0.8376 | 0.9152 |
218
+ | No log | 7.4222 | 334 | 0.8704 | 0.1916 | 0.8704 | 0.9330 |
219
+ | No log | 7.4667 | 336 | 0.9128 | 0.2420 | 0.9128 | 0.9554 |
220
+ | No log | 7.5111 | 338 | 0.8765 | 0.2691 | 0.8765 | 0.9362 |
221
+ | No log | 7.5556 | 340 | 0.8454 | 0.3092 | 0.8454 | 0.9195 |
222
+ | No log | 7.6 | 342 | 0.8451 | 0.2717 | 0.8451 | 0.9193 |
223
+ | No log | 7.6444 | 344 | 0.8583 | 0.1011 | 0.8583 | 0.9265 |
224
+ | No log | 7.6889 | 346 | 0.8601 | 0.1011 | 0.8601 | 0.9274 |
225
+ | No log | 7.7333 | 348 | 0.8624 | 0.2327 | 0.8624 | 0.9286 |
226
+ | No log | 7.7778 | 350 | 0.9519 | 0.2832 | 0.9519 | 0.9756 |
227
+ | No log | 7.8222 | 352 | 0.9583 | 0.2832 | 0.9583 | 0.9789 |
228
+ | No log | 7.8667 | 354 | 0.8634 | 0.2685 | 0.8634 | 0.9292 |
229
+ | No log | 7.9111 | 356 | 0.8198 | 0.1723 | 0.8198 | 0.9054 |
230
+ | No log | 7.9556 | 358 | 0.8147 | 0.1723 | 0.8147 | 0.9026 |
231
+ | No log | 8.0 | 360 | 0.8215 | 0.1723 | 0.8215 | 0.9064 |
232
+ | No log | 8.0444 | 362 | 0.8336 | 0.1353 | 0.8336 | 0.9130 |
233
+ | No log | 8.0889 | 364 | 0.8173 | 0.1723 | 0.8173 | 0.9041 |
234
+ | No log | 8.1333 | 366 | 0.8196 | 0.1723 | 0.8196 | 0.9053 |
235
+ | No log | 8.1778 | 368 | 0.8571 | 0.3296 | 0.8571 | 0.9258 |
236
+ | No log | 8.2222 | 370 | 0.9102 | 0.3121 | 0.9102 | 0.9540 |
237
+ | No log | 8.2667 | 372 | 0.9329 | 0.2823 | 0.9329 | 0.9658 |
238
+ | No log | 8.3111 | 374 | 0.8755 | 0.3183 | 0.8755 | 0.9357 |
239
+ | No log | 8.3556 | 376 | 0.7710 | 0.3011 | 0.7710 | 0.8781 |
240
+ | No log | 8.4 | 378 | 0.7340 | 0.3011 | 0.7340 | 0.8568 |
241
+ | No log | 8.4444 | 380 | 0.7042 | 0.2717 | 0.7042 | 0.8392 |
242
+ | No log | 8.4889 | 382 | 0.7055 | 0.2717 | 0.7055 | 0.8400 |
243
+ | No log | 8.5333 | 384 | 0.7392 | 0.2685 | 0.7392 | 0.8597 |
244
+ | No log | 8.5778 | 386 | 0.7665 | 0.3092 | 0.7665 | 0.8755 |
245
+ | No log | 8.6222 | 388 | 0.7612 | 0.3092 | 0.7612 | 0.8724 |
246
+ | No log | 8.6667 | 390 | 0.7153 | 0.2379 | 0.7153 | 0.8458 |
247
+ | No log | 8.7111 | 392 | 0.7109 | 0.1093 | 0.7109 | 0.8431 |
248
+ | No log | 8.7556 | 394 | 0.7375 | 0.1479 | 0.7375 | 0.8588 |
249
+ | No log | 8.8 | 396 | 0.7598 | 0.2748 | 0.7598 | 0.8716 |
250
+ | No log | 8.8444 | 398 | 0.7953 | 0.2907 | 0.7953 | 0.8918 |
251
+ | No log | 8.8889 | 400 | 0.8405 | 0.2424 | 0.8405 | 0.9168 |
252
+ | No log | 8.9333 | 402 | 0.8447 | 0.2669 | 0.8447 | 0.9191 |
253
+ | No log | 8.9778 | 404 | 0.7924 | 0.3211 | 0.7924 | 0.8902 |
254
+ | No log | 9.0222 | 406 | 0.7662 | 0.2334 | 0.7662 | 0.8753 |
255
+ | No log | 9.0667 | 408 | 0.7583 | 0.1052 | 0.7583 | 0.8708 |
256
+ | No log | 9.1111 | 410 | 0.7442 | 0.2748 | 0.7442 | 0.8626 |
257
+ | No log | 9.1556 | 412 | 0.7633 | 0.2063 | 0.7633 | 0.8736 |
258
+ | No log | 9.2 | 414 | 0.8311 | 0.3737 | 0.8311 | 0.9117 |
259
+ | No log | 9.2444 | 416 | 0.8523 | 0.3409 | 0.8523 | 0.9232 |
260
+ | No log | 9.2889 | 418 | 0.8084 | 0.3387 | 0.8084 | 0.8991 |
261
+ | No log | 9.3333 | 420 | 0.7706 | 0.3092 | 0.7706 | 0.8778 |
262
+ | No log | 9.3778 | 422 | 0.7789 | 0.2685 | 0.7789 | 0.8826 |
263
+ | No log | 9.4222 | 424 | 0.7944 | 0.2877 | 0.7944 | 0.8913 |
264
+ | No log | 9.4667 | 426 | 0.8166 | 0.2877 | 0.8166 | 0.9037 |
265
+ | No log | 9.5111 | 428 | 0.8115 | 0.2389 | 0.8115 | 0.9008 |
266
+ | No log | 9.5556 | 430 | 0.7795 | 0.3211 | 0.7795 | 0.8829 |
267
+ | No log | 9.6 | 432 | 0.7854 | 0.2936 | 0.7854 | 0.8862 |
268
+ | No log | 9.6444 | 434 | 0.7995 | 0.2621 | 0.7995 | 0.8942 |
269
+ | No log | 9.6889 | 436 | 0.7947 | 0.2413 | 0.7947 | 0.8915 |
270
+ | No log | 9.7333 | 438 | 0.8003 | 0.2063 | 0.8003 | 0.8946 |
271
+ | No log | 9.7778 | 440 | 0.8170 | 0.2685 | 0.8170 | 0.9039 |
272
+ | No log | 9.8222 | 442 | 0.8873 | 0.3127 | 0.8873 | 0.9420 |
273
+ | No log | 9.8667 | 444 | 0.9800 | 0.3219 | 0.9800 | 0.9900 |
274
+ | No log | 9.9111 | 446 | 0.9525 | 0.3710 | 0.9525 | 0.9760 |
275
+ | No log | 9.9556 | 448 | 0.9189 | 0.3590 | 0.9189 | 0.9586 |
276
+ | No log | 10.0 | 450 | 0.8698 | 0.3092 | 0.8698 | 0.9326 |
277
+ | No log | 10.0444 | 452 | 0.8922 | 0.3387 | 0.8922 | 0.9446 |
278
+ | No log | 10.0889 | 454 | 0.9395 | 0.3653 | 0.9395 | 0.9693 |
279
+ | No log | 10.1333 | 456 | 0.9246 | 0.3662 | 0.9246 | 0.9615 |
280
+ | No log | 10.1778 | 458 | 0.8814 | 0.3471 | 0.8814 | 0.9388 |
281
+ | No log | 10.2222 | 460 | 0.8492 | 0.2787 | 0.8492 | 0.9215 |
282
+ | No log | 10.2667 | 462 | 0.8421 | 0.3092 | 0.8421 | 0.9176 |
283
+ | No log | 10.3111 | 464 | 0.8645 | 0.3544 | 0.8645 | 0.9298 |
284
+ | No log | 10.3556 | 466 | 0.8910 | 0.3934 | 0.8910 | 0.9439 |
285
+ | No log | 10.4 | 468 | 0.8799 | 0.3699 | 0.8799 | 0.9380 |
286
+ | No log | 10.4444 | 470 | 0.8139 | 0.4479 | 0.8139 | 0.9022 |
287
+ | No log | 10.4889 | 472 | 0.7709 | 0.3387 | 0.7709 | 0.8780 |
288
+ | No log | 10.5333 | 474 | 0.7667 | 0.3387 | 0.7667 | 0.8756 |
289
+ | No log | 10.5778 | 476 | 0.8047 | 0.3387 | 0.8047 | 0.8970 |
290
+ | No log | 10.6222 | 478 | 0.8216 | 0.3387 | 0.8216 | 0.9064 |
291
+ | No log | 10.6667 | 480 | 0.8629 | 0.3794 | 0.8629 | 0.9289 |
292
+ | No log | 10.7111 | 482 | 0.8957 | 0.3645 | 0.8957 | 0.9464 |
293
+ | No log | 10.7556 | 484 | 0.9055 | 0.3710 | 0.9055 | 0.9516 |
294
+ | No log | 10.8 | 486 | 0.8552 | 0.2576 | 0.8552 | 0.9248 |
295
+ | No log | 10.8444 | 488 | 0.8169 | 0.3092 | 0.8169 | 0.9038 |
296
+ | No log | 10.8889 | 490 | 0.7826 | 0.2685 | 0.7826 | 0.8846 |
297
+ | No log | 10.9333 | 492 | 0.8042 | 0.2751 | 0.8042 | 0.8968 |
298
+ | No log | 10.9778 | 494 | 0.8034 | 0.2751 | 0.8034 | 0.8963 |
299
+ | No log | 11.0222 | 496 | 0.7819 | 0.2530 | 0.7819 | 0.8843 |
300
+ | No log | 11.0667 | 498 | 0.7964 | 0.2751 | 0.7964 | 0.8924 |
301
+ | 0.3426 | 11.1111 | 500 | 0.8086 | 0.2661 | 0.8086 | 0.8992 |
302
+ | 0.3426 | 11.1556 | 502 | 0.8663 | 0.3060 | 0.8663 | 0.9308 |
303
+ | 0.3426 | 11.2 | 504 | 0.9105 | 0.3645 | 0.9105 | 0.9542 |
304
+ | 0.3426 | 11.2444 | 506 | 0.8904 | 0.3409 | 0.8904 | 0.9436 |
305
+ | 0.3426 | 11.2889 | 508 | 0.8564 | 0.3167 | 0.8564 | 0.9254 |
306
+ | 0.3426 | 11.3333 | 510 | 0.8348 | 0.3312 | 0.8348 | 0.9136 |
307
+ | 0.3426 | 11.3778 | 512 | 0.8483 | 0.3312 | 0.8483 | 0.9210 |
308
+ | 0.3426 | 11.4222 | 514 | 0.8790 | 0.3167 | 0.8790 | 0.9376 |
309
+ | 0.3426 | 11.4667 | 516 | 0.8506 | 0.3312 | 0.8506 | 0.9223 |
310
+ | 0.3426 | 11.5111 | 518 | 0.8137 | 0.2787 | 0.8137 | 0.9021 |
311
+ | 0.3426 | 11.5556 | 520 | 0.8157 | 0.2379 | 0.8157 | 0.9031 |
312
+ | 0.3426 | 11.6 | 522 | 0.8387 | 0.3088 | 0.8387 | 0.9158 |
313
+ | 0.3426 | 11.6444 | 524 | 0.8496 | 0.3287 | 0.8496 | 0.9217 |
314
+ | 0.3426 | 11.6889 | 526 | 0.8177 | 0.2530 | 0.8177 | 0.9043 |
315
+ | 0.3426 | 11.7333 | 528 | 0.8001 | 0.2379 | 0.8001 | 0.8945 |
316
+ | 0.3426 | 11.7778 | 530 | 0.8045 | 0.1723 | 0.8045 | 0.8969 |
317
+ | 0.3426 | 11.8222 | 532 | 0.8121 | 0.1052 | 0.8121 | 0.9012 |
318
+ | 0.3426 | 11.8667 | 534 | 0.8116 | 0.1052 | 0.8116 | 0.9009 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions