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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_task7_organization

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  1. README.md +286 -281
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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_run2_AugV5_k13_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.1811
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- - Qwk: 0.0058
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- - Mse: 1.1811
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- - Rmse: 1.0868
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  ## Model description
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@@ -49,281 +49,286 @@ 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 | 0.0645 | 2 | 2.5689 | -0.0758 | 2.5689 | 1.6028 |
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- | No log | 0.1290 | 4 | 1.3470 | 0.0985 | 1.3470 | 1.1606 |
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- | No log | 0.1935 | 6 | 1.2992 | -0.1871 | 1.2992 | 1.1398 |
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- | No log | 0.2581 | 8 | 0.9648 | -0.1569 | 0.9648 | 0.9823 |
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- | No log | 0.3226 | 10 | 0.8289 | 0.0313 | 0.8289 | 0.9105 |
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- | No log | 0.3871 | 12 | 0.7585 | 0.0846 | 0.7585 | 0.8709 |
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- | No log | 0.4516 | 14 | 0.7376 | 0.0444 | 0.7376 | 0.8589 |
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- | No log | 0.5161 | 16 | 0.7601 | 0.0393 | 0.7601 | 0.8718 |
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- | No log | 0.5806 | 18 | 0.7828 | 0.1456 | 0.7828 | 0.8847 |
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- | No log | 0.6452 | 20 | 0.7168 | 0.2181 | 0.7168 | 0.8467 |
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- | No log | 0.7097 | 22 | 0.6717 | 0.1660 | 0.6717 | 0.8196 |
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- | No log | 0.7742 | 24 | 0.7674 | 0.2846 | 0.7674 | 0.8760 |
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- | No log | 0.8387 | 26 | 0.7903 | 0.2087 | 0.7903 | 0.8890 |
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- | No log | 0.9032 | 28 | 0.7985 | 0.1739 | 0.7985 | 0.8936 |
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- | No log | 0.9677 | 30 | 0.7911 | 0.0522 | 0.7911 | 0.8894 |
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- | No log | 1.0323 | 32 | 0.7372 | 0.0937 | 0.7372 | 0.8586 |
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- | No log | 1.0968 | 34 | 0.6835 | 0.0889 | 0.6835 | 0.8267 |
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- | No log | 1.1613 | 36 | 0.7124 | 0.1508 | 0.7124 | 0.8440 |
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- | No log | 1.2258 | 38 | 0.7244 | 0.0 | 0.7244 | 0.8511 |
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- | No log | 1.2903 | 40 | 0.8085 | 0.0053 | 0.8085 | 0.8992 |
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- | No log | 1.3548 | 42 | 0.8816 | 0.0944 | 0.8816 | 0.9389 |
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- | No log | 1.4194 | 44 | 0.8094 | 0.0053 | 0.8094 | 0.8997 |
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- | No log | 1.4839 | 46 | 0.7740 | 0.1863 | 0.7740 | 0.8798 |
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- | No log | 1.5484 | 48 | 0.8476 | 0.1065 | 0.8476 | 0.9206 |
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- | No log | 1.6129 | 50 | 0.8885 | 0.2297 | 0.8885 | 0.9426 |
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- | No log | 1.6774 | 52 | 0.8079 | 0.1972 | 0.8079 | 0.8988 |
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- | No log | 1.7419 | 54 | 0.7521 | 0.2443 | 0.7521 | 0.8673 |
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- | No log | 1.8065 | 56 | 0.7469 | 0.2786 | 0.7469 | 0.8643 |
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- | No log | 1.8710 | 58 | 0.8253 | 0.2498 | 0.8253 | 0.9085 |
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- | No log | 1.9355 | 60 | 1.1260 | 0.0838 | 1.1260 | 1.0612 |
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- | No log | 2.0 | 62 | 1.1771 | 0.1328 | 1.1771 | 1.0849 |
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- | No log | 2.0645 | 64 | 0.9466 | 0.1853 | 0.9466 | 0.9729 |
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- | No log | 2.1290 | 66 | 0.6952 | 0.2786 | 0.6952 | 0.8338 |
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- | No log | 2.1935 | 68 | 0.7153 | 0.2443 | 0.7153 | 0.8458 |
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- | No log | 2.2581 | 70 | 0.7031 | 0.2443 | 0.7031 | 0.8385 |
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- | No log | 2.3226 | 72 | 0.6826 | 0.2786 | 0.6826 | 0.8262 |
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- | No log | 2.3871 | 74 | 0.6901 | 0.3117 | 0.6901 | 0.8307 |
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- | No log | 2.4516 | 76 | 0.7694 | 0.2227 | 0.7694 | 0.8772 |
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- | No log | 2.5161 | 78 | 0.8921 | 0.2075 | 0.8921 | 0.9445 |
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- | No log | 2.5806 | 80 | 0.9769 | 0.1870 | 0.9769 | 0.9884 |
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- | No log | 2.6452 | 82 | 1.1617 | 0.2130 | 1.1617 | 1.0778 |
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- | No log | 2.7097 | 84 | 1.2462 | 0.1473 | 1.2462 | 1.1163 |
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- | No log | 2.7742 | 86 | 1.0601 | 0.1443 | 1.0601 | 1.0296 |
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- | No log | 2.8387 | 88 | 0.8642 | 0.3794 | 0.8642 | 0.9296 |
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- | No log | 2.9032 | 90 | 0.8358 | 0.2231 | 0.8358 | 0.9142 |
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- | No log | 2.9677 | 92 | 0.8770 | 0.2546 | 0.8770 | 0.9365 |
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- | No log | 3.0323 | 94 | 0.8240 | 0.2923 | 0.8240 | 0.9077 |
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- | No log | 3.0968 | 96 | 0.9469 | 0.3219 | 0.9469 | 0.9731 |
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- | No log | 3.1613 | 98 | 1.1963 | 0.1233 | 1.1963 | 1.0938 |
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- | No log | 3.2258 | 100 | 1.1509 | 0.1296 | 1.1509 | 1.0728 |
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- | No log | 3.2903 | 102 | 0.9508 | 0.1312 | 0.9508 | 0.9751 |
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- | No log | 3.3548 | 104 | 0.8533 | 0.3712 | 0.8533 | 0.9238 |
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- | No log | 3.4194 | 106 | 0.8102 | 0.2883 | 0.8102 | 0.9001 |
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- | No log | 3.4839 | 108 | 0.8279 | 0.3637 | 0.8279 | 0.9099 |
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- | No log | 3.5484 | 110 | 0.8963 | 0.2982 | 0.8963 | 0.9467 |
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- | No log | 3.6129 | 112 | 0.9467 | 0.2343 | 0.9467 | 0.9730 |
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- | No log | 3.6774 | 114 | 0.9308 | 0.2949 | 0.9308 | 0.9648 |
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- | No log | 3.7419 | 116 | 0.9498 | 0.2754 | 0.9498 | 0.9746 |
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- | No log | 3.8065 | 118 | 1.1196 | 0.1774 | 1.1196 | 1.0581 |
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- | No log | 3.8710 | 120 | 1.1228 | 0.1671 | 1.1228 | 1.0596 |
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- | No log | 3.9355 | 122 | 1.0317 | 0.1747 | 1.0317 | 1.0157 |
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- | No log | 4.0 | 124 | 0.8886 | 0.2784 | 0.8886 | 0.9427 |
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- | No log | 4.0645 | 126 | 0.8687 | 0.3843 | 0.8687 | 0.9320 |
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- | No log | 4.1290 | 128 | 0.9221 | 0.2358 | 0.9221 | 0.9602 |
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- | No log | 4.1935 | 130 | 1.0045 | 0.1827 | 1.0045 | 1.0023 |
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- | No log | 4.2581 | 132 | 1.0905 | 0.2271 | 1.0905 | 1.0443 |
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- | No log | 4.3226 | 134 | 1.0866 | 0.2271 | 1.0866 | 1.0424 |
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- | No log | 4.3871 | 136 | 0.9740 | 0.1734 | 0.9740 | 0.9869 |
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- | No log | 4.4516 | 138 | 0.9785 | 0.2784 | 0.9785 | 0.9892 |
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- | No log | 4.5161 | 140 | 1.1019 | 0.1208 | 1.1019 | 1.0497 |
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- | No log | 4.5806 | 142 | 1.1701 | 0.1146 | 1.1701 | 1.0817 |
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- | No log | 4.6452 | 144 | 1.0898 | 0.2000 | 1.0898 | 1.0439 |
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- | No log | 4.7097 | 146 | 1.0688 | 0.1422 | 1.0688 | 1.0338 |
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- | No log | 4.7742 | 148 | 1.1073 | 0.0713 | 1.1073 | 1.0523 |
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- | No log | 4.8387 | 150 | 1.2726 | 0.0838 | 1.2726 | 1.1281 |
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- | No log | 4.9032 | 152 | 1.5227 | 0.0283 | 1.5227 | 1.2340 |
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- | No log | 4.9677 | 154 | 1.4802 | 0.0578 | 1.4802 | 1.2167 |
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- | No log | 5.0323 | 156 | 1.2432 | 0.0561 | 1.2432 | 1.1150 |
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- | No log | 5.0968 | 158 | 1.0696 | 0.1461 | 1.0696 | 1.0342 |
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- | No log | 5.1613 | 160 | 1.0681 | 0.1822 | 1.0681 | 1.0335 |
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- | No log | 5.2258 | 162 | 1.1867 | 0.0660 | 1.1867 | 1.0894 |
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- | No log | 5.2903 | 164 | 1.4071 | 0.0620 | 1.4071 | 1.1862 |
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- | No log | 5.3548 | 166 | 1.4084 | 0.0620 | 1.4084 | 1.1868 |
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- | No log | 5.4194 | 168 | 1.3284 | 0.0665 | 1.3284 | 1.1526 |
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- | No log | 5.4839 | 170 | 1.2068 | 0.1428 | 1.2068 | 1.0986 |
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- | No log | 5.5484 | 172 | 1.1537 | 0.1911 | 1.1537 | 1.0741 |
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- | No log | 5.6129 | 174 | 1.0416 | 0.1955 | 1.0416 | 1.0206 |
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- | No log | 5.6774 | 176 | 1.0133 | 0.2510 | 1.0133 | 1.0066 |
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- | No log | 5.7419 | 178 | 1.1012 | 0.2141 | 1.1012 | 1.0494 |
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- | No log | 5.8065 | 180 | 1.1986 | 0.1067 | 1.1986 | 1.0948 |
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- | No log | 5.8710 | 182 | 1.1438 | 0.2199 | 1.1438 | 1.0695 |
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- | No log | 5.9355 | 184 | 0.9715 | 0.3777 | 0.9715 | 0.9856 |
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- | No log | 6.0 | 186 | 0.8776 | 0.2932 | 0.8776 | 0.9368 |
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- | No log | 6.0645 | 188 | 0.8135 | 0.2621 | 0.8135 | 0.9020 |
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- | No log | 6.1290 | 190 | 0.8165 | 0.2981 | 0.8165 | 0.9036 |
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- | No log | 6.1935 | 192 | 0.9059 | 0.1628 | 0.9059 | 0.9518 |
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- | No log | 6.2581 | 194 | 1.0485 | 0.1642 | 1.0485 | 1.0240 |
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- | No log | 6.3226 | 196 | 1.2208 | 0.1254 | 1.2208 | 1.1049 |
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- | No log | 6.3871 | 198 | 1.1575 | 0.0327 | 1.1575 | 1.0759 |
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- | No log | 6.4516 | 200 | 0.9705 | 0.1822 | 0.9705 | 0.9851 |
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- | No log | 6.5161 | 202 | 0.8356 | 0.2652 | 0.8356 | 0.9141 |
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- | No log | 6.5806 | 204 | 0.8323 | 0.2145 | 0.8323 | 0.9123 |
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- | No log | 6.6452 | 206 | 0.8418 | 0.1353 | 0.8418 | 0.9175 |
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- | No log | 6.7097 | 208 | 0.8477 | 0.2718 | 0.8477 | 0.9207 |
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- | No log | 6.7742 | 210 | 0.9605 | 0.2574 | 0.9605 | 0.9801 |
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- | No log | 6.8387 | 212 | 1.2208 | -0.0027 | 1.2208 | 1.1049 |
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- | No log | 6.9032 | 214 | 1.3416 | 0.0642 | 1.3416 | 1.1583 |
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- | No log | 6.9677 | 216 | 1.3035 | 0.0471 | 1.3035 | 1.1417 |
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- | No log | 7.0323 | 218 | 1.2588 | 0.0561 | 1.2588 | 1.1220 |
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- | No log | 7.0968 | 220 | 1.0891 | 0.1734 | 1.0891 | 1.0436 |
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- | No log | 7.1613 | 222 | 1.0534 | 0.2094 | 1.0534 | 1.0263 |
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- | No log | 7.2258 | 224 | 1.0964 | 0.1014 | 1.0964 | 1.0471 |
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- | No log | 7.2903 | 226 | 1.2520 | 0.0256 | 1.2520 | 1.1189 |
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- | No log | 7.3548 | 228 | 1.2889 | 0.0741 | 1.2889 | 1.1353 |
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- | No log | 7.4194 | 230 | 1.1742 | 0.1492 | 1.1742 | 1.0836 |
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- | No log | 7.4839 | 232 | 0.9626 | 0.2193 | 0.9626 | 0.9811 |
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- | No log | 7.5484 | 234 | 0.8453 | 0.2527 | 0.8453 | 0.9194 |
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- | No log | 7.6129 | 236 | 0.8439 | 0.2467 | 0.8439 | 0.9186 |
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- | No log | 7.6774 | 238 | 0.9090 | 0.1914 | 0.9090 | 0.9534 |
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- | No log | 7.7419 | 240 | 0.9469 | 0.1914 | 0.9469 | 0.9731 |
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- | No log | 7.8065 | 242 | 0.9851 | 0.2142 | 0.9851 | 0.9925 |
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- | No log | 7.8710 | 244 | 1.0111 | 0.1682 | 1.0111 | 1.0055 |
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- | No log | 7.9355 | 246 | 0.9354 | 0.1723 | 0.9354 | 0.9672 |
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- | No log | 8.0 | 248 | 0.9027 | 0.1628 | 0.9027 | 0.9501 |
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- | No log | 8.0645 | 250 | 0.8714 | 0.2467 | 0.8714 | 0.9335 |
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- | No log | 8.1290 | 252 | 0.9122 | 0.2193 | 0.9122 | 0.9551 |
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- | No log | 8.1935 | 254 | 0.9543 | 0.1682 | 0.9543 | 0.9769 |
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- | No log | 8.2581 | 256 | 1.0863 | 0.1521 | 1.0863 | 1.0423 |
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- | No log | 8.3226 | 258 | 1.1388 | 0.2211 | 1.1388 | 1.0671 |
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- | No log | 8.3871 | 260 | 1.0761 | 0.1422 | 1.0761 | 1.0374 |
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- | No log | 8.4516 | 262 | 1.0605 | 0.0241 | 1.0605 | 1.0298 |
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- | No log | 8.5161 | 264 | 1.0419 | 0.0539 | 1.0419 | 1.0207 |
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- | No log | 8.5806 | 266 | 1.1213 | 0.0196 | 1.1213 | 1.0589 |
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- | No log | 8.6452 | 268 | 1.1418 | 0.0769 | 1.1418 | 1.0686 |
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- | No log | 8.7097 | 270 | 0.9894 | 0.1461 | 0.9894 | 0.9947 |
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- | No log | 8.7742 | 272 | 0.9805 | 0.1461 | 0.9805 | 0.9902 |
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- | No log | 8.8387 | 274 | 0.9417 | 0.1822 | 0.9417 | 0.9704 |
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- | No log | 8.9032 | 276 | 0.9904 | 0.1461 | 0.9904 | 0.9952 |
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- | No log | 8.9677 | 278 | 1.0483 | 0.1308 | 1.0483 | 1.0238 |
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- | No log | 9.0323 | 280 | 1.1173 | 0.1274 | 1.1173 | 1.0570 |
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- | No log | 9.0968 | 282 | 1.0221 | 0.1077 | 1.0221 | 1.0110 |
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- | No log | 9.1613 | 284 | 0.8545 | 0.3099 | 0.8545 | 0.9244 |
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- | No log | 9.2258 | 286 | 0.8256 | 0.3518 | 0.8256 | 0.9086 |
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- | No log | 9.2903 | 288 | 0.9075 | 0.2193 | 0.9075 | 0.9526 |
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- | No log | 9.3548 | 290 | 1.0771 | 0.1013 | 1.0771 | 1.0378 |
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- | No log | 9.4194 | 292 | 1.3042 | 0.0244 | 1.3042 | 1.1420 |
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- | No log | 9.4839 | 294 | 1.3758 | 0.0206 | 1.3758 | 1.1729 |
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- | No log | 9.5484 | 296 | 1.3383 | 0.0493 | 1.3383 | 1.1569 |
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- | No log | 9.6129 | 298 | 1.1919 | 0.0058 | 1.1919 | 1.0917 |
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- | No log | 9.6774 | 300 | 1.0034 | 0.2142 | 1.0034 | 1.0017 |
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- | No log | 9.7419 | 302 | 0.9430 | 0.2518 | 0.9430 | 0.9711 |
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- | No log | 9.8065 | 304 | 0.9781 | 0.2094 | 0.9781 | 0.9890 |
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- | No log | 9.8710 | 306 | 1.0525 | 0.1573 | 1.0525 | 1.0259 |
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- | No log | 9.9355 | 308 | 1.0693 | 0.1573 | 1.0693 | 1.0340 |
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- | No log | 10.0 | 310 | 1.0748 | 0.1013 | 1.0748 | 1.0367 |
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- | No log | 10.0645 | 312 | 0.9998 | 0.2336 | 0.9998 | 0.9999 |
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- | No log | 10.1290 | 314 | 0.8960 | 0.2817 | 0.8960 | 0.9466 |
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- | No log | 10.1935 | 316 | 0.8704 | 0.2847 | 0.8704 | 0.9330 |
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- | No log | 10.2581 | 318 | 0.9045 | 0.3099 | 0.9045 | 0.9510 |
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- | No log | 10.3226 | 320 | 1.0036 | 0.2387 | 1.0036 | 1.0018 |
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- | No log | 10.3871 | 322 | 1.2273 | 0.0336 | 1.2273 | 1.1078 |
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- | No log | 10.4516 | 324 | 1.3381 | 0.0790 | 1.3381 | 1.1568 |
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- | No log | 10.5161 | 326 | 1.2586 | 0.0790 | 1.2586 | 1.1219 |
215
- | No log | 10.5806 | 328 | 1.0872 | 0.1692 | 1.0872 | 1.0427 |
216
- | No log | 10.6452 | 330 | 1.0176 | 0.1734 | 1.0176 | 1.0087 |
217
- | No log | 10.7097 | 332 | 0.9894 | 0.1777 | 0.9894 | 0.9947 |
218
- | No log | 10.7742 | 334 | 0.9688 | 0.2142 | 0.9688 | 0.9843 |
219
- | No log | 10.8387 | 336 | 0.9604 | 0.1822 | 0.9604 | 0.9800 |
220
- | No log | 10.9032 | 338 | 1.0507 | 0.1422 | 1.0507 | 1.0250 |
221
- | No log | 10.9677 | 340 | 1.2710 | 0.0778 | 1.2710 | 1.1274 |
222
- | No log | 11.0323 | 342 | 1.4835 | 0.0930 | 1.4835 | 1.2180 |
223
- | No log | 11.0968 | 344 | 1.4377 | 0.1121 | 1.4377 | 1.1991 |
224
- | No log | 11.1613 | 346 | 1.1982 | 0.0641 | 1.1982 | 1.0946 |
225
- | No log | 11.2258 | 348 | 0.9425 | 0.2193 | 0.9425 | 0.9708 |
226
- | No log | 11.2903 | 350 | 0.8316 | 0.2527 | 0.8316 | 0.9119 |
227
- | No log | 11.3548 | 352 | 0.8384 | 0.2527 | 0.8384 | 0.9157 |
228
- | No log | 11.4194 | 354 | 0.9489 | 0.1822 | 0.9489 | 0.9741 |
229
- | No log | 11.4839 | 356 | 1.1222 | 0.0713 | 1.1222 | 1.0593 |
230
- | No log | 11.5484 | 358 | 1.1565 | 0.0368 | 1.1565 | 1.0754 |
231
- | No log | 11.6129 | 360 | 1.1137 | 0.0713 | 1.1137 | 1.0553 |
232
- | No log | 11.6774 | 362 | 1.0372 | 0.1110 | 1.0372 | 1.0184 |
233
- | No log | 11.7419 | 364 | 1.0212 | 0.1110 | 1.0212 | 1.0106 |
234
- | No log | 11.8065 | 366 | 1.0342 | 0.1110 | 1.0342 | 1.0169 |
235
- | No log | 11.8710 | 368 | 1.1095 | 0.0390 | 1.1095 | 1.0533 |
236
- | No log | 11.9355 | 370 | 1.1692 | 0.0076 | 1.1692 | 1.0813 |
237
- | No log | 12.0 | 372 | 1.3077 | -0.0259 | 1.3077 | 1.1435 |
238
- | No log | 12.0645 | 374 | 1.3873 | -0.0285 | 1.3873 | 1.1778 |
239
- | No log | 12.1290 | 376 | 1.2738 | -0.0259 | 1.2738 | 1.1286 |
240
- | No log | 12.1935 | 378 | 1.0838 | 0.0413 | 1.0838 | 1.0410 |
241
- | No log | 12.2581 | 380 | 0.9668 | 0.1628 | 0.9668 | 0.9833 |
242
- | No log | 12.3226 | 382 | 0.9673 | 0.1914 | 0.9673 | 0.9835 |
243
- | No log | 12.3871 | 384 | 0.9974 | 0.1461 | 0.9974 | 0.9987 |
244
- | No log | 12.4516 | 386 | 1.0625 | 0.0413 | 1.0625 | 1.0308 |
245
- | No log | 12.5161 | 388 | 1.1410 | 0.0058 | 1.1410 | 1.0682 |
246
- | No log | 12.5806 | 390 | 1.1343 | 0.0058 | 1.1343 | 1.0650 |
247
- | No log | 12.6452 | 392 | 1.1630 | 0.0058 | 1.1630 | 1.0784 |
248
- | No log | 12.7097 | 394 | 1.1802 | -0.0245 | 1.1802 | 1.0864 |
249
- | No log | 12.7742 | 396 | 1.1513 | 0.0368 | 1.1513 | 1.0730 |
250
- | No log | 12.8387 | 398 | 1.2181 | -0.0245 | 1.2181 | 1.1037 |
251
- | No log | 12.9032 | 400 | 1.3882 | 0.0153 | 1.3882 | 1.1782 |
252
- | No log | 12.9677 | 402 | 1.4886 | 0.0564 | 1.4886 | 1.2201 |
253
- | No log | 13.0323 | 404 | 1.3812 | 0.0599 | 1.3812 | 1.1752 |
254
- | No log | 13.0968 | 406 | 1.1717 | 0.0058 | 1.1717 | 1.0824 |
255
- | No log | 13.1613 | 408 | 1.0109 | 0.1217 | 1.0109 | 1.0054 |
256
- | No log | 13.2258 | 410 | 0.9761 | 0.1584 | 0.9761 | 0.9880 |
257
- | No log | 13.2903 | 412 | 1.0344 | 0.1144 | 1.0344 | 1.0170 |
258
- | No log | 13.3548 | 414 | 1.1831 | 0.0379 | 1.1831 | 1.0877 |
259
- | No log | 13.4194 | 416 | 1.2202 | 0.0039 | 1.2202 | 1.1046 |
260
- | No log | 13.4839 | 418 | 1.2043 | 0.0022 | 1.2043 | 1.0974 |
261
- | No log | 13.5484 | 420 | 1.2372 | 0.0523 | 1.2372 | 1.1123 |
262
- | No log | 13.6129 | 422 | 1.2193 | 0.0523 | 1.2193 | 1.1042 |
263
- | No log | 13.6774 | 424 | 1.1438 | 0.0315 | 1.1438 | 1.0695 |
264
- | No log | 13.7419 | 426 | 1.0789 | 0.1077 | 1.0789 | 1.0387 |
265
- | No log | 13.8065 | 428 | 1.0346 | 0.2244 | 1.0346 | 1.0171 |
266
- | No log | 13.8710 | 430 | 1.0309 | 0.1765 | 1.0309 | 1.0153 |
267
- | No log | 13.9355 | 432 | 1.0414 | 0.1765 | 1.0414 | 1.0205 |
268
- | No log | 14.0 | 434 | 1.0462 | 0.1765 | 1.0462 | 1.0228 |
269
- | No log | 14.0645 | 436 | 1.1204 | 0.1594 | 1.1204 | 1.0585 |
270
- | No log | 14.1290 | 438 | 1.1596 | 0.1716 | 1.1596 | 1.0768 |
271
- | No log | 14.1935 | 440 | 1.1669 | 0.1274 | 1.1669 | 1.0802 |
272
- | No log | 14.2581 | 442 | 1.1627 | 0.1146 | 1.1627 | 1.0783 |
273
- | No log | 14.3226 | 444 | 1.1474 | 0.1662 | 1.1474 | 1.0712 |
274
- | No log | 14.3871 | 446 | 1.0875 | 0.2343 | 1.0875 | 1.0429 |
275
- | No log | 14.4516 | 448 | 1.0772 | 0.1815 | 1.0772 | 1.0379 |
276
- | No log | 14.5161 | 450 | 1.0669 | 0.1013 | 1.0669 | 1.0329 |
277
- | No log | 14.5806 | 452 | 1.0679 | 0.1573 | 1.0679 | 1.0334 |
278
- | No log | 14.6452 | 454 | 1.0679 | 0.1348 | 1.0679 | 1.0334 |
279
- | No log | 14.7097 | 456 | 1.1340 | 0.0283 | 1.1340 | 1.0649 |
280
- | No log | 14.7742 | 458 | 1.2436 | 0.0741 | 1.2436 | 1.1151 |
281
- | No log | 14.8387 | 460 | 1.2538 | 0.0741 | 1.2538 | 1.1197 |
282
- | No log | 14.9032 | 462 | 1.1485 | 0.0666 | 1.1485 | 1.0717 |
283
- | No log | 14.9677 | 464 | 0.9804 | 0.1723 | 0.9804 | 0.9902 |
284
- | No log | 15.0323 | 466 | 0.8887 | 0.2692 | 0.8887 | 0.9427 |
285
- | No log | 15.0968 | 468 | 0.8780 | 0.2692 | 0.8780 | 0.9370 |
286
- | No log | 15.1613 | 470 | 0.9733 | 0.1765 | 0.9733 | 0.9866 |
287
- | No log | 15.2258 | 472 | 1.1197 | 0.0983 | 1.1197 | 1.0581 |
288
- | No log | 15.2903 | 474 | 1.2494 | 0.0765 | 1.2494 | 1.1178 |
289
- | No log | 15.3548 | 476 | 1.3087 | 0.0741 | 1.3087 | 1.1440 |
290
- | No log | 15.4194 | 478 | 1.2599 | 0.0741 | 1.2599 | 1.1224 |
291
- | No log | 15.4839 | 480 | 1.2672 | 0.0717 | 1.2672 | 1.1257 |
292
- | No log | 15.5484 | 482 | 1.2407 | 0.1057 | 1.2407 | 1.1139 |
293
- | No log | 15.6129 | 484 | 1.2252 | 0.0561 | 1.2252 | 1.1069 |
294
- | No log | 15.6774 | 486 | 1.2588 | -0.0278 | 1.2588 | 1.1219 |
295
- | No log | 15.7419 | 488 | 1.2664 | -0.0278 | 1.2664 | 1.1254 |
296
- | No log | 15.8065 | 490 | 1.2791 | -0.0026 | 1.2791 | 1.1310 |
297
- | No log | 15.8710 | 492 | 1.2718 | -0.0026 | 1.2718 | 1.1277 |
298
- | No log | 15.9355 | 494 | 1.2487 | 0.0237 | 1.2487 | 1.1175 |
299
- | No log | 16.0 | 496 | 1.1990 | 0.0022 | 1.1990 | 1.0950 |
300
- | No log | 16.0645 | 498 | 1.1433 | 0.0561 | 1.1433 | 1.0693 |
301
- | 0.2951 | 16.1290 | 500 | 1.1072 | 0.0346 | 1.1072 | 1.0522 |
302
- | 0.2951 | 16.1935 | 502 | 1.1027 | 0.0346 | 1.1027 | 1.0501 |
303
- | 0.2951 | 16.2581 | 504 | 1.1709 | 0.0786 | 1.1709 | 1.0821 |
304
- | 0.2951 | 16.3226 | 506 | 1.2494 | 0.0761 | 1.2494 | 1.1178 |
305
- | 0.2951 | 16.3871 | 508 | 1.2542 | 0.0786 | 1.2542 | 1.1199 |
306
- | 0.2951 | 16.4516 | 510 | 1.1977 | 0.0283 | 1.1977 | 1.0944 |
307
- | 0.2951 | 16.5161 | 512 | 1.1203 | 0.0368 | 1.1203 | 1.0584 |
308
- | 0.2951 | 16.5806 | 514 | 1.0680 | 0.1422 | 1.0680 | 1.0334 |
309
- | 0.2951 | 16.6452 | 516 | 1.0286 | 0.1822 | 1.0286 | 1.0142 |
310
- | 0.2951 | 16.7097 | 518 | 1.1012 | 0.1308 | 1.1012 | 1.0494 |
311
- | 0.2951 | 16.7742 | 520 | 1.1388 | 0.0336 | 1.1388 | 1.0671 |
312
- | 0.2951 | 16.8387 | 522 | 1.1530 | 0.0368 | 1.1530 | 1.0738 |
313
- | 0.2951 | 16.9032 | 524 | 1.1550 | 0.0058 | 1.1550 | 1.0747 |
314
- | 0.2951 | 16.9677 | 526 | 1.2156 | 0.0786 | 1.2156 | 1.1025 |
315
- | 0.2951 | 17.0323 | 528 | 1.1863 | 0.1086 | 1.1863 | 1.0892 |
316
- | 0.2951 | 17.0968 | 530 | 1.1443 | 0.1116 | 1.1443 | 1.0697 |
317
- | 0.2951 | 17.1613 | 532 | 1.1555 | 0.1086 | 1.1555 | 1.0750 |
318
- | 0.2951 | 17.2258 | 534 | 1.1534 | 0.1116 | 1.1534 | 1.0740 |
319
- | 0.2951 | 17.2903 | 536 | 1.1457 | 0.1116 | 1.1457 | 1.0704 |
320
- | 0.2951 | 17.3548 | 538 | 1.1813 | 0.1116 | 1.1813 | 1.0869 |
321
- | 0.2951 | 17.4194 | 540 | 1.2174 | 0.0561 | 1.2174 | 1.1033 |
322
- | 0.2951 | 17.4839 | 542 | 1.1759 | 0.0346 | 1.1759 | 1.0844 |
323
- | 0.2951 | 17.5484 | 544 | 1.1662 | 0.0346 | 1.1662 | 1.0799 |
324
- | 0.2951 | 17.6129 | 546 | 1.2134 | 0.0346 | 1.2134 | 1.1015 |
325
- | 0.2951 | 17.6774 | 548 | 1.2168 | 0.0040 | 1.2168 | 1.1031 |
326
- | 0.2951 | 17.7419 | 550 | 1.1811 | 0.0058 | 1.1811 | 1.0868 |
 
 
 
 
 
327
 
328
 
329
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.1357
19
+ - Qwk: 0.1869
20
+ - Mse: 1.1357
21
+ - Rmse: 1.0657
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0606 | 2 | 2.5916 | -0.0593 | 2.5916 | 1.6098 |
53
+ | No log | 0.1212 | 4 | 1.2543 | 0.1549 | 1.2543 | 1.1200 |
54
+ | No log | 0.1818 | 6 | 1.0858 | -0.0927 | 1.0858 | 1.0420 |
55
+ | No log | 0.2424 | 8 | 1.1550 | -0.1802 | 1.1550 | 1.0747 |
56
+ | No log | 0.3030 | 10 | 1.0165 | -0.0426 | 1.0165 | 1.0082 |
57
+ | No log | 0.3636 | 12 | 0.9504 | -0.0831 | 0.9504 | 0.9749 |
58
+ | No log | 0.4242 | 14 | 0.8909 | -0.0831 | 0.8909 | 0.9439 |
59
+ | No log | 0.4848 | 16 | 0.9632 | -0.0408 | 0.9632 | 0.9814 |
60
+ | No log | 0.5455 | 18 | 0.9490 | -0.0831 | 0.9490 | 0.9742 |
61
+ | No log | 0.6061 | 20 | 0.9569 | -0.0741 | 0.9569 | 0.9782 |
62
+ | No log | 0.6667 | 22 | 1.0463 | -0.0123 | 1.0463 | 1.0229 |
63
+ | No log | 0.7273 | 24 | 0.9977 | -0.0148 | 0.9977 | 0.9989 |
64
+ | No log | 0.7879 | 26 | 0.9332 | 0.0145 | 0.9332 | 0.9660 |
65
+ | No log | 0.8485 | 28 | 0.8392 | 0.0481 | 0.8392 | 0.9161 |
66
+ | No log | 0.9091 | 30 | 0.7767 | 0.0 | 0.7767 | 0.8813 |
67
+ | No log | 0.9697 | 32 | 0.7942 | 0.0393 | 0.7942 | 0.8912 |
68
+ | No log | 1.0303 | 34 | 0.8226 | 0.2145 | 0.8226 | 0.9069 |
69
+ | No log | 1.0909 | 36 | 0.9090 | 0.1648 | 0.9090 | 0.9534 |
70
+ | No log | 1.1515 | 38 | 0.9409 | 0.1550 | 0.9409 | 0.9700 |
71
+ | No log | 1.2121 | 40 | 0.9168 | 0.1699 | 0.9168 | 0.9575 |
72
+ | No log | 1.2727 | 42 | 0.9318 | -0.0444 | 0.9318 | 0.9653 |
73
+ | No log | 1.3333 | 44 | 0.9485 | -0.1217 | 0.9485 | 0.9739 |
74
+ | No log | 1.3939 | 46 | 0.8567 | -0.0426 | 0.8567 | 0.9256 |
75
+ | No log | 1.4545 | 48 | 0.7844 | 0.0295 | 0.7844 | 0.8857 |
76
+ | No log | 1.5152 | 50 | 0.8504 | 0.1504 | 0.8504 | 0.9222 |
77
+ | No log | 1.5758 | 52 | 0.9694 | 0.1584 | 0.9694 | 0.9846 |
78
+ | No log | 1.6364 | 54 | 0.9914 | 0.1550 | 0.9914 | 0.9957 |
79
+ | No log | 1.6970 | 56 | 0.9951 | 0.1407 | 0.9951 | 0.9976 |
80
+ | No log | 1.7576 | 58 | 1.0108 | -0.0443 | 1.0108 | 1.0054 |
81
+ | No log | 1.8182 | 60 | 1.0398 | -0.1111 | 1.0398 | 1.0197 |
82
+ | No log | 1.8788 | 62 | 0.9755 | -0.0831 | 0.9755 | 0.9877 |
83
+ | No log | 1.9394 | 64 | 0.8940 | 0.0 | 0.8940 | 0.9455 |
84
+ | No log | 2.0 | 66 | 0.8463 | -0.0051 | 0.8463 | 0.9199 |
85
+ | No log | 2.0606 | 68 | 0.8512 | -0.0462 | 0.8512 | 0.9226 |
86
+ | No log | 2.1212 | 70 | 0.8564 | -0.0511 | 0.8564 | 0.9254 |
87
+ | No log | 2.1818 | 72 | 0.9124 | -0.0511 | 0.9124 | 0.9552 |
88
+ | No log | 2.2424 | 74 | 0.9526 | 0.0227 | 0.9526 | 0.9760 |
89
+ | No log | 2.3030 | 76 | 0.9920 | 0.0552 | 0.9920 | 0.9960 |
90
+ | No log | 2.3636 | 78 | 1.0502 | 0.1718 | 1.0502 | 1.0248 |
91
+ | No log | 2.4242 | 80 | 1.0816 | 0.0860 | 1.0816 | 1.0400 |
92
+ | No log | 2.4848 | 82 | 1.0426 | 0.1332 | 1.0426 | 1.0211 |
93
+ | No log | 2.5455 | 84 | 0.9872 | 0.1531 | 0.9872 | 0.9936 |
94
+ | No log | 2.6061 | 86 | 0.9879 | 0.0218 | 0.9879 | 0.9939 |
95
+ | No log | 2.6667 | 88 | 1.0196 | -0.0487 | 1.0196 | 1.0098 |
96
+ | No log | 2.7273 | 90 | 1.0376 | 0.0532 | 1.0376 | 1.0186 |
97
+ | No log | 2.7879 | 92 | 1.0827 | 0.1800 | 1.0827 | 1.0405 |
98
+ | No log | 2.8485 | 94 | 1.0960 | 0.1800 | 1.0960 | 1.0469 |
99
+ | No log | 2.9091 | 96 | 1.0935 | 0.1800 | 1.0935 | 1.0457 |
100
+ | No log | 2.9697 | 98 | 1.1919 | 0.1534 | 1.1919 | 1.0917 |
101
+ | No log | 3.0303 | 100 | 1.2244 | 0.1045 | 1.2244 | 1.1065 |
102
+ | No log | 3.0909 | 102 | 1.1959 | 0.0648 | 1.1959 | 1.0936 |
103
+ | No log | 3.1515 | 104 | 1.1014 | 0.1946 | 1.1014 | 1.0495 |
104
+ | No log | 3.2121 | 106 | 1.1053 | 0.0864 | 1.1053 | 1.0513 |
105
+ | No log | 3.2727 | 108 | 1.1143 | 0.0563 | 1.1143 | 1.0556 |
106
+ | No log | 3.3333 | 110 | 1.0804 | 0.1140 | 1.0804 | 1.0394 |
107
+ | No log | 3.3939 | 112 | 1.0838 | 0.1718 | 1.0838 | 1.0411 |
108
+ | No log | 3.4545 | 114 | 1.0757 | 0.1718 | 1.0757 | 1.0372 |
109
+ | No log | 3.5152 | 116 | 1.0383 | 0.1718 | 1.0383 | 1.0190 |
110
+ | No log | 3.5758 | 118 | 1.0115 | 0.0860 | 1.0115 | 1.0057 |
111
+ | No log | 3.6364 | 120 | 1.0120 | 0.0563 | 1.0120 | 1.0060 |
112
+ | No log | 3.6970 | 122 | 1.0248 | 0.0892 | 1.0248 | 1.0123 |
113
+ | No log | 3.7576 | 124 | 1.0564 | 0.1065 | 1.0564 | 1.0278 |
114
+ | No log | 3.8182 | 126 | 1.1420 | 0.0412 | 1.1420 | 1.0687 |
115
+ | No log | 3.8788 | 128 | 1.2581 | 0.0896 | 1.2581 | 1.1216 |
116
+ | No log | 3.9394 | 130 | 1.2971 | 0.0616 | 1.2971 | 1.1389 |
117
+ | No log | 4.0 | 132 | 1.3390 | 0.0765 | 1.3390 | 1.1572 |
118
+ | No log | 4.0606 | 134 | 1.4025 | 0.0459 | 1.4025 | 1.1843 |
119
+ | No log | 4.1212 | 136 | 1.3742 | 0.0820 | 1.3742 | 1.1723 |
120
+ | No log | 4.1818 | 138 | 1.2448 | 0.0898 | 1.2448 | 1.1157 |
121
+ | No log | 4.2424 | 140 | 1.1925 | 0.0365 | 1.1925 | 1.0920 |
122
+ | No log | 4.3030 | 142 | 1.1994 | 0.0316 | 1.1994 | 1.0952 |
123
+ | No log | 4.3636 | 144 | 1.3081 | 0.0613 | 1.3081 | 1.1437 |
124
+ | No log | 4.4242 | 146 | 1.3370 | 0.1226 | 1.3370 | 1.1563 |
125
+ | No log | 4.4848 | 148 | 1.2124 | 0.1014 | 1.2124 | 1.1011 |
126
+ | No log | 4.5455 | 150 | 1.0754 | 0.0962 | 1.0754 | 1.0370 |
127
+ | No log | 4.6061 | 152 | 1.0306 | 0.0056 | 1.0306 | 1.0152 |
128
+ | No log | 4.6667 | 154 | 1.0507 | 0.1289 | 1.0507 | 1.0250 |
129
+ | No log | 4.7273 | 156 | 1.1692 | 0.1274 | 1.1692 | 1.0813 |
130
+ | No log | 4.7879 | 158 | 1.2247 | 0.1175 | 1.2247 | 1.1066 |
131
+ | No log | 4.8485 | 160 | 1.1420 | 0.1110 | 1.1420 | 1.0687 |
132
+ | No log | 4.9091 | 162 | 1.0000 | 0.1142 | 1.0000 | 1.0000 |
133
+ | No log | 4.9697 | 164 | 0.9610 | 0.0604 | 0.9610 | 0.9803 |
134
+ | No log | 5.0303 | 166 | 0.9364 | 0.0930 | 0.9364 | 0.9677 |
135
+ | No log | 5.0909 | 168 | 0.9609 | 0.1459 | 0.9609 | 0.9803 |
136
+ | No log | 5.1515 | 170 | 1.0297 | 0.1373 | 1.0297 | 1.0147 |
137
+ | No log | 5.2121 | 172 | 1.0615 | 0.1650 | 1.0615 | 1.0303 |
138
+ | No log | 5.2727 | 174 | 1.1008 | 0.0728 | 1.1008 | 1.0492 |
139
+ | No log | 5.3333 | 176 | 1.1628 | 0.0094 | 1.1628 | 1.0783 |
140
+ | No log | 5.3939 | 178 | 1.2252 | 0.0248 | 1.2252 | 1.1069 |
141
+ | No log | 5.4545 | 180 | 1.4067 | 0.0927 | 1.4067 | 1.1861 |
142
+ | No log | 5.5152 | 182 | 1.5298 | 0.0753 | 1.5298 | 1.2369 |
143
+ | No log | 5.5758 | 184 | 1.4552 | 0.1067 | 1.4552 | 1.2063 |
144
+ | No log | 5.6364 | 186 | 1.2603 | 0.1077 | 1.2603 | 1.1226 |
145
+ | No log | 5.6970 | 188 | 1.0895 | 0.0430 | 1.0895 | 1.0438 |
146
+ | No log | 5.7576 | 190 | 1.0342 | -0.0124 | 1.0342 | 1.0169 |
147
+ | No log | 5.8182 | 192 | 1.0131 | 0.1437 | 1.0131 | 1.0065 |
148
+ | No log | 5.8788 | 194 | 1.0659 | 0.1328 | 1.0659 | 1.0324 |
149
+ | No log | 5.9394 | 196 | 1.1501 | 0.1271 | 1.1501 | 1.0724 |
150
+ | No log | 6.0 | 198 | 1.1241 | 0.1045 | 1.1241 | 1.0602 |
151
+ | No log | 6.0606 | 200 | 1.0957 | 0.1416 | 1.0957 | 1.0467 |
152
+ | No log | 6.1212 | 202 | 0.9965 | 0.1416 | 0.9965 | 0.9982 |
153
+ | No log | 6.1818 | 204 | 0.9557 | 0.1222 | 0.9557 | 0.9776 |
154
+ | No log | 6.2424 | 206 | 0.9829 | 0.1298 | 0.9829 | 0.9914 |
155
+ | No log | 6.3030 | 208 | 0.9932 | 0.1140 | 0.9932 | 0.9966 |
156
+ | No log | 6.3636 | 210 | 1.0732 | 0.1899 | 1.0732 | 1.0359 |
157
+ | No log | 6.4242 | 212 | 1.1710 | 0.0925 | 1.1710 | 1.0821 |
158
+ | No log | 6.4848 | 214 | 1.1707 | 0.0953 | 1.1707 | 1.0820 |
159
+ | No log | 6.5455 | 216 | 1.2651 | 0.0794 | 1.2651 | 1.1248 |
160
+ | No log | 6.6061 | 218 | 1.2811 | 0.0820 | 1.2811 | 1.1319 |
161
+ | No log | 6.6667 | 220 | 1.2645 | 0.0607 | 1.2645 | 1.1245 |
162
+ | No log | 6.7273 | 222 | 1.2275 | 0.0630 | 1.2275 | 1.1079 |
163
+ | No log | 6.7879 | 224 | 1.2306 | 0.0630 | 1.2306 | 1.1093 |
164
+ | No log | 6.8485 | 226 | 1.2545 | 0.0591 | 1.2545 | 1.1201 |
165
+ | No log | 6.9091 | 228 | 1.2336 | 0.0959 | 1.2336 | 1.1107 |
166
+ | No log | 6.9697 | 230 | 1.1781 | 0.0816 | 1.1781 | 1.0854 |
167
+ | No log | 7.0303 | 232 | 1.0773 | 0.1285 | 1.0773 | 1.0379 |
168
+ | No log | 7.0909 | 234 | 1.0604 | 0.1650 | 1.0604 | 1.0298 |
169
+ | No log | 7.1515 | 236 | 1.1094 | 0.1248 | 1.1094 | 1.0533 |
170
+ | No log | 7.2121 | 238 | 1.1964 | 0.0685 | 1.1964 | 1.0938 |
171
+ | No log | 7.2727 | 240 | 1.2530 | 0.1031 | 1.2530 | 1.1194 |
172
+ | No log | 7.3333 | 242 | 1.1694 | 0.1492 | 1.1694 | 1.0814 |
173
+ | No log | 7.3939 | 244 | 1.0810 | 0.1723 | 1.0810 | 1.0397 |
174
+ | No log | 7.4545 | 246 | 1.0362 | 0.2096 | 1.0362 | 1.0179 |
175
+ | No log | 7.5152 | 248 | 1.0401 | 0.1694 | 1.0401 | 1.0198 |
176
+ | No log | 7.5758 | 250 | 1.0925 | 0.1448 | 1.0925 | 1.0452 |
177
+ | No log | 7.6364 | 252 | 1.1743 | 0.0591 | 1.1743 | 1.0837 |
178
+ | No log | 7.6970 | 254 | 1.1941 | 0.1085 | 1.1941 | 1.0927 |
179
+ | No log | 7.7576 | 256 | 1.2008 | 0.1384 | 1.2008 | 1.0958 |
180
+ | No log | 7.8182 | 258 | 1.1871 | 0.1352 | 1.1871 | 1.0895 |
181
+ | No log | 7.8788 | 260 | 1.1099 | 0.1815 | 1.1099 | 1.0535 |
182
+ | No log | 7.9394 | 262 | 1.0788 | 0.2147 | 1.0788 | 1.0387 |
183
+ | No log | 8.0 | 264 | 1.1218 | 0.1626 | 1.1218 | 1.0592 |
184
+ | No log | 8.0606 | 266 | 1.0826 | 0.1775 | 1.0826 | 1.0405 |
185
+ | No log | 8.1212 | 268 | 0.9994 | 0.2336 | 0.9994 | 0.9997 |
186
+ | No log | 8.1818 | 270 | 1.0064 | 0.2697 | 1.0064 | 1.0032 |
187
+ | No log | 8.2424 | 272 | 1.1776 | 0.1448 | 1.1776 | 1.0852 |
188
+ | No log | 8.3030 | 274 | 1.3715 | 0.1413 | 1.3715 | 1.1711 |
189
+ | No log | 8.3636 | 276 | 1.3686 | 0.1517 | 1.3686 | 1.1699 |
190
+ | No log | 8.4242 | 278 | 1.3262 | 0.1441 | 1.3262 | 1.1516 |
191
+ | No log | 8.4848 | 280 | 1.1398 | 0.2354 | 1.1398 | 1.0676 |
192
+ | No log | 8.5455 | 282 | 0.9862 | 0.1839 | 0.9862 | 0.9931 |
193
+ | No log | 8.6061 | 284 | 0.9560 | 0.1930 | 0.9560 | 0.9778 |
194
+ | No log | 8.6667 | 286 | 0.9979 | 0.2439 | 0.9979 | 0.9990 |
195
+ | No log | 8.7273 | 288 | 1.0393 | 0.1912 | 1.0393 | 1.0195 |
196
+ | No log | 8.7879 | 290 | 1.1061 | 0.2627 | 1.1061 | 1.0517 |
197
+ | No log | 8.8485 | 292 | 1.1987 | 0.2094 | 1.1987 | 1.0949 |
198
+ | No log | 8.9091 | 294 | 1.1824 | 0.1910 | 1.1824 | 1.0874 |
199
+ | No log | 8.9697 | 296 | 1.1889 | 0.1799 | 1.1889 | 1.0904 |
200
+ | No log | 9.0303 | 298 | 1.1762 | 0.1445 | 1.1762 | 1.0845 |
201
+ | No log | 9.0909 | 300 | 1.2284 | 0.1283 | 1.2284 | 1.1083 |
202
+ | No log | 9.1515 | 302 | 1.3687 | 0.1192 | 1.3687 | 1.1699 |
203
+ | No log | 9.2121 | 304 | 1.4454 | 0.1329 | 1.4454 | 1.2022 |
204
+ | No log | 9.2727 | 306 | 1.4429 | 0.1329 | 1.4429 | 1.2012 |
205
+ | No log | 9.3333 | 308 | 1.4291 | 0.0996 | 1.4291 | 1.1955 |
206
+ | No log | 9.3939 | 310 | 1.2518 | 0.1196 | 1.2518 | 1.1189 |
207
+ | No log | 9.4545 | 312 | 1.1534 | 0.1407 | 1.1534 | 1.0740 |
208
+ | No log | 9.5152 | 314 | 1.1264 | 0.1671 | 1.1264 | 1.0613 |
209
+ | No log | 9.5758 | 316 | 1.1621 | 0.1283 | 1.1621 | 1.0780 |
210
+ | No log | 9.6364 | 318 | 1.2275 | 0.1479 | 1.2275 | 1.1079 |
211
+ | No log | 9.6970 | 320 | 1.2882 | 0.1172 | 1.2882 | 1.1350 |
212
+ | No log | 9.7576 | 322 | 1.3455 | 0.1019 | 1.3455 | 1.1599 |
213
+ | No log | 9.8182 | 324 | 1.3353 | 0.0838 | 1.3353 | 1.1556 |
214
+ | No log | 9.8788 | 326 | 1.2806 | 0.1169 | 1.2806 | 1.1316 |
215
+ | No log | 9.9394 | 328 | 1.1731 | 0.1764 | 1.1731 | 1.0831 |
216
+ | No log | 10.0 | 330 | 1.1562 | 0.2059 | 1.1562 | 1.0753 |
217
+ | No log | 10.0606 | 332 | 1.0444 | 0.1899 | 1.0443 | 1.0219 |
218
+ | No log | 10.1212 | 334 | 0.9680 | 0.0722 | 0.9680 | 0.9839 |
219
+ | No log | 10.1818 | 336 | 0.9786 | 0.0722 | 0.9786 | 0.9893 |
220
+ | No log | 10.2424 | 338 | 1.0925 | 0.2029 | 1.0925 | 1.0452 |
221
+ | No log | 10.3030 | 340 | 1.1748 | 0.2437 | 1.1748 | 1.0839 |
222
+ | No log | 10.3636 | 342 | 1.2519 | 0.1317 | 1.2519 | 1.1189 |
223
+ | No log | 10.4242 | 344 | 1.2182 | 0.1445 | 1.2182 | 1.1037 |
224
+ | No log | 10.4848 | 346 | 1.1129 | 0.2329 | 1.1129 | 1.0549 |
225
+ | No log | 10.5455 | 348 | 1.1331 | 0.2329 | 1.1331 | 1.0645 |
226
+ | No log | 10.6061 | 350 | 1.2701 | 0.0687 | 1.2701 | 1.1270 |
227
+ | No log | 10.6667 | 352 | 1.4071 | 0.0995 | 1.4071 | 1.1862 |
228
+ | No log | 10.7273 | 354 | 1.4101 | 0.1195 | 1.4101 | 1.1875 |
229
+ | No log | 10.7879 | 356 | 1.2739 | 0.1202 | 1.2739 | 1.1287 |
230
+ | No log | 10.8485 | 358 | 1.1710 | 0.1320 | 1.1710 | 1.0821 |
231
+ | No log | 10.9091 | 360 | 1.1281 | 0.1146 | 1.1281 | 1.0621 |
232
+ | No log | 10.9697 | 362 | 1.2098 | 0.1550 | 1.2098 | 1.0999 |
233
+ | No log | 11.0303 | 364 | 1.3181 | 0.1392 | 1.3181 | 1.1481 |
234
+ | No log | 11.0909 | 366 | 1.2791 | 0.1422 | 1.2791 | 1.1310 |
235
+ | No log | 11.1515 | 368 | 1.1612 | 0.1726 | 1.1612 | 1.0776 |
236
+ | No log | 11.2121 | 370 | 1.0588 | 0.1753 | 1.0588 | 1.0290 |
237
+ | No log | 11.2727 | 372 | 1.0745 | 0.1753 | 1.0745 | 1.0366 |
238
+ | No log | 11.3333 | 374 | 1.1496 | 0.1549 | 1.1496 | 1.0722 |
239
+ | No log | 11.3939 | 376 | 1.3890 | 0.0998 | 1.3890 | 1.1786 |
240
+ | No log | 11.4545 | 378 | 1.5792 | 0.1682 | 1.5792 | 1.2567 |
241
+ | No log | 11.5152 | 380 | 1.5221 | 0.0855 | 1.5221 | 1.2337 |
242
+ | No log | 11.5758 | 382 | 1.2871 | 0.0980 | 1.2871 | 1.1345 |
243
+ | No log | 11.6364 | 384 | 1.1197 | 0.1330 | 1.1197 | 1.0582 |
244
+ | No log | 11.6970 | 386 | 1.0680 | 0.1983 | 1.0680 | 1.0335 |
245
+ | No log | 11.7576 | 388 | 1.0952 | 0.1586 | 1.0952 | 1.0465 |
246
+ | No log | 11.8182 | 390 | 1.2249 | 0.1114 | 1.2249 | 1.1068 |
247
+ | No log | 11.8788 | 392 | 1.3516 | 0.1359 | 1.3516 | 1.1626 |
248
+ | No log | 11.9394 | 394 | 1.3940 | 0.1093 | 1.3940 | 1.1807 |
249
+ | No log | 12.0 | 396 | 1.3528 | 0.1145 | 1.3528 | 1.1631 |
250
+ | No log | 12.0606 | 398 | 1.2945 | 0.1228 | 1.2945 | 1.1377 |
251
+ | No log | 12.1212 | 400 | 1.2353 | 0.1257 | 1.2353 | 1.1115 |
252
+ | No log | 12.1818 | 402 | 1.2224 | 0.1257 | 1.2224 | 1.1056 |
253
+ | No log | 12.2424 | 404 | 1.2905 | 0.1448 | 1.2905 | 1.1360 |
254
+ | No log | 12.3030 | 406 | 1.3468 | 0.1218 | 1.3468 | 1.1605 |
255
+ | No log | 12.3636 | 408 | 1.3330 | 0.0810 | 1.3330 | 1.1545 |
256
+ | No log | 12.4242 | 410 | 1.1982 | 0.1417 | 1.1982 | 1.0946 |
257
+ | No log | 12.4848 | 412 | 1.0077 | 0.3562 | 1.0077 | 1.0038 |
258
+ | No log | 12.5455 | 414 | 0.9232 | 0.3131 | 0.9232 | 0.9609 |
259
+ | No log | 12.6061 | 416 | 0.9282 | 0.3630 | 0.9282 | 0.9634 |
260
+ | No log | 12.6667 | 418 | 1.0286 | 0.3194 | 1.0286 | 1.0142 |
261
+ | No log | 12.7273 | 420 | 1.0721 | 0.2964 | 1.0721 | 1.0354 |
262
+ | No log | 12.7879 | 422 | 1.0240 | 0.3310 | 1.0240 | 1.0119 |
263
+ | No log | 12.8485 | 424 | 0.9944 | 0.3134 | 0.9944 | 0.9972 |
264
+ | No log | 12.9091 | 426 | 1.0325 | 0.2934 | 1.0325 | 1.0161 |
265
+ | No log | 12.9697 | 428 | 1.0513 | 0.3274 | 1.0513 | 1.0253 |
266
+ | No log | 13.0303 | 430 | 1.1846 | 0.1835 | 1.1846 | 1.0884 |
267
+ | No log | 13.0909 | 432 | 1.3477 | 0.1270 | 1.3477 | 1.1609 |
268
+ | No log | 13.1515 | 434 | 1.3434 | 0.1270 | 1.3434 | 1.1591 |
269
+ | No log | 13.2121 | 436 | 1.2746 | 0.1413 | 1.2746 | 1.1290 |
270
+ | No log | 13.2727 | 438 | 1.2165 | 0.1479 | 1.2165 | 1.1029 |
271
+ | No log | 13.3333 | 440 | 1.1390 | 0.1922 | 1.1390 | 1.0673 |
272
+ | No log | 13.3939 | 442 | 1.1464 | 0.1922 | 1.1464 | 1.0707 |
273
+ | No log | 13.4545 | 444 | 1.2245 | 0.1618 | 1.2245 | 1.1066 |
274
+ | No log | 13.5152 | 446 | 1.2728 | 0.1543 | 1.2728 | 1.1282 |
275
+ | No log | 13.5758 | 448 | 1.2458 | 0.1872 | 1.2458 | 1.1162 |
276
+ | No log | 13.6364 | 450 | 1.1867 | 0.2217 | 1.1867 | 1.0894 |
277
+ | No log | 13.6970 | 452 | 1.1366 | 0.1843 | 1.1366 | 1.0661 |
278
+ | No log | 13.7576 | 454 | 1.1044 | 0.1843 | 1.1044 | 1.0509 |
279
+ | No log | 13.8182 | 456 | 1.1482 | 0.1962 | 1.1482 | 1.0715 |
280
+ | No log | 13.8788 | 458 | 1.2614 | 0.1448 | 1.2614 | 1.1231 |
281
+ | No log | 13.9394 | 460 | 1.4423 | 0.1414 | 1.4423 | 1.2010 |
282
+ | No log | 14.0 | 462 | 1.4740 | 0.1414 | 1.4740 | 1.2141 |
283
+ | No log | 14.0606 | 464 | 1.3200 | 0.1473 | 1.3200 | 1.1489 |
284
+ | No log | 14.1212 | 466 | 1.0976 | 0.2389 | 1.0976 | 1.0477 |
285
+ | No log | 14.1818 | 468 | 0.9970 | 0.2275 | 0.9970 | 0.9985 |
286
+ | No log | 14.2424 | 470 | 0.9998 | 0.2839 | 0.9998 | 0.9999 |
287
+ | No log | 14.3030 | 472 | 1.0522 | 0.2013 | 1.0522 | 1.0258 |
288
+ | No log | 14.3636 | 474 | 1.1788 | 0.1384 | 1.1788 | 1.0857 |
289
+ | No log | 14.4242 | 476 | 1.4076 | 0.1170 | 1.4076 | 1.1864 |
290
+ | No log | 14.4848 | 478 | 1.5679 | 0.1362 | 1.5679 | 1.2521 |
291
+ | No log | 14.5455 | 480 | 1.5627 | 0.1362 | 1.5627 | 1.2501 |
292
+ | No log | 14.6061 | 482 | 1.4062 | 0.0972 | 1.4062 | 1.1858 |
293
+ | No log | 14.6667 | 484 | 1.1644 | 0.1645 | 1.1644 | 1.0791 |
294
+ | No log | 14.7273 | 486 | 1.0149 | 0.3069 | 1.0149 | 1.0074 |
295
+ | No log | 14.7879 | 488 | 0.9961 | 0.2547 | 0.9961 | 0.9980 |
296
+ | No log | 14.8485 | 490 | 1.0113 | 0.2547 | 1.0113 | 1.0057 |
297
+ | No log | 14.9091 | 492 | 1.0561 | 0.2267 | 1.0561 | 1.0277 |
298
+ | No log | 14.9697 | 494 | 1.1564 | 0.1872 | 1.1564 | 1.0754 |
299
+ | No log | 15.0303 | 496 | 1.1982 | 0.1835 | 1.1982 | 1.0946 |
300
+ | No log | 15.0909 | 498 | 1.2154 | 0.1835 | 1.2154 | 1.1024 |
301
+ | 0.3439 | 15.1515 | 500 | 1.1255 | 0.1910 | 1.1255 | 1.0609 |
302
+ | 0.3439 | 15.2121 | 502 | 0.9958 | 0.2275 | 0.9958 | 0.9979 |
303
+ | 0.3439 | 15.2727 | 504 | 0.9485 | 0.2045 | 0.9485 | 0.9739 |
304
+ | 0.3439 | 15.3333 | 506 | 0.9639 | 0.1694 | 0.9639 | 0.9818 |
305
+ | 0.3439 | 15.3939 | 508 | 1.0236 | 0.1783 | 1.0236 | 1.0117 |
306
+ | 0.3439 | 15.4545 | 510 | 1.1043 | 0.2348 | 1.1043 | 1.0509 |
307
+ | 0.3439 | 15.5152 | 512 | 1.1742 | 0.1872 | 1.1742 | 1.0836 |
308
+ | 0.3439 | 15.5758 | 514 | 1.2138 | 0.1799 | 1.2138 | 1.1017 |
309
+ | 0.3439 | 15.6364 | 516 | 1.1370 | 0.1835 | 1.1370 | 1.0663 |
310
+ | 0.3439 | 15.6970 | 518 | 1.0302 | 0.3333 | 1.0302 | 1.0150 |
311
+ | 0.3439 | 15.7576 | 520 | 0.9491 | 0.2754 | 0.9491 | 0.9742 |
312
+ | 0.3439 | 15.8182 | 522 | 0.9474 | 0.2173 | 0.9474 | 0.9733 |
313
+ | 0.3439 | 15.8788 | 524 | 1.0121 | 0.2779 | 1.0121 | 1.0060 |
314
+ | 0.3439 | 15.9394 | 526 | 1.0236 | 0.1742 | 1.0236 | 1.0117 |
315
+ | 0.3439 | 16.0 | 528 | 1.0245 | 0.1175 | 1.0245 | 1.0122 |
316
+ | 0.3439 | 16.0606 | 530 | 1.0488 | 0.1954 | 1.0488 | 1.0241 |
317
+ | 0.3439 | 16.1212 | 532 | 1.1255 | 0.2348 | 1.1255 | 1.0609 |
318
+ | 0.3439 | 16.1818 | 534 | 1.1582 | 0.2830 | 1.1582 | 1.0762 |
319
+ | 0.3439 | 16.2424 | 536 | 1.1748 | 0.2461 | 1.1748 | 1.0839 |
320
+ | 0.3439 | 16.3030 | 538 | 1.1358 | 0.2460 | 1.1358 | 1.0657 |
321
+ | 0.3439 | 16.3636 | 540 | 1.0383 | 0.2670 | 1.0383 | 1.0190 |
322
+ | 0.3439 | 16.4242 | 542 | 0.9619 | 0.1029 | 0.9619 | 0.9808 |
323
+ | 0.3439 | 16.4848 | 544 | 0.9459 | 0.0432 | 0.9459 | 0.9726 |
324
+ | 0.3439 | 16.5455 | 546 | 0.9723 | 0.1409 | 0.9723 | 0.9860 |
325
+ | 0.3439 | 16.6061 | 548 | 1.0460 | 0.2315 | 1.0460 | 1.0227 |
326
+ | 0.3439 | 16.6667 | 550 | 1.1545 | 0.2507 | 1.1545 | 1.0745 |
327
+ | 0.3439 | 16.7273 | 552 | 1.2295 | 0.1510 | 1.2295 | 1.1088 |
328
+ | 0.3439 | 16.7879 | 554 | 1.2552 | 0.1550 | 1.2552 | 1.1203 |
329
+ | 0.3439 | 16.8485 | 556 | 1.2281 | 0.1550 | 1.2281 | 1.1082 |
330
+ | 0.3439 | 16.9091 | 558 | 1.1496 | 0.1535 | 1.1496 | 1.0722 |
331
+ | 0.3439 | 16.9697 | 560 | 1.1357 | 0.1869 | 1.1357 | 1.0657 |
332
 
333
 
334
  ### Framework versions