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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k14_task7_organization

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  1. README.md +261 -317
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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_run3_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_run3_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: 1.0572
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- - Qwk: 0.1734
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- - Mse: 1.0572
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- - Rmse: 1.0282
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  ## Model description
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@@ -49,317 +49,261 @@ 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 | 1.1261 | 0.0838 | 1.1261 | 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 | 0.7695 | 0.2227 | 0.7695 | 0.8772 |
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- | No log | 2.5161 | 78 | 0.8922 | 0.2075 | 0.8922 | 0.9446 |
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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 | 0.9467 | 0.3219 | 0.9467 | 0.9730 |
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- | No log | 3.1613 | 98 | 1.1960 | 0.1233 | 1.1960 | 1.0936 |
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- | No log | 3.2258 | 100 | 1.1506 | 0.1296 | 1.1506 | 1.0727 |
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- | No log | 3.2903 | 102 | 0.9506 | 0.1312 | 0.9506 | 0.9750 |
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- | No log | 3.3548 | 104 | 0.8534 | 0.3712 | 0.8534 | 0.9238 |
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- | No log | 3.4194 | 106 | 0.8103 | 0.2883 | 0.8103 | 0.9002 |
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- | No log | 3.4839 | 108 | 0.8280 | 0.3637 | 0.8280 | 0.9100 |
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- | No log | 3.5484 | 110 | 0.8964 | 0.2982 | 0.8964 | 0.9468 |
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- | No log | 3.6129 | 112 | 0.9465 | 0.2343 | 0.9465 | 0.9729 |
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- | No log | 3.6774 | 114 | 0.9305 | 0.2949 | 0.9305 | 0.9646 |
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- | No log | 3.7419 | 116 | 0.9496 | 0.2754 | 0.9496 | 0.9745 |
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- | No log | 3.8065 | 118 | 1.1193 | 0.1774 | 1.1193 | 1.0580 |
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- | No log | 3.8710 | 120 | 1.1225 | 0.1671 | 1.1225 | 1.0595 |
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- | No log | 3.9355 | 122 | 1.0314 | 0.1787 | 1.0314 | 1.0156 |
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- | No log | 4.0 | 124 | 0.8884 | 0.2784 | 0.8884 | 0.9425 |
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- | No log | 4.0645 | 126 | 0.8684 | 0.3843 | 0.8684 | 0.9319 |
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- | No log | 4.1290 | 128 | 0.9217 | 0.2358 | 0.9217 | 0.9601 |
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- | No log | 4.1935 | 130 | 1.0044 | 0.1827 | 1.0044 | 1.0022 |
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- | No log | 4.2581 | 132 | 1.0907 | 0.2271 | 1.0907 | 1.0444 |
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- | No log | 4.3226 | 134 | 1.0870 | 0.2271 | 1.0870 | 1.0426 |
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- | No log | 4.3871 | 136 | 0.9741 | 0.1734 | 0.9741 | 0.9870 |
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- | No log | 4.4516 | 138 | 0.9774 | 0.2784 | 0.9774 | 0.9887 |
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- | No log | 4.5161 | 140 | 1.0995 | 0.1208 | 1.0995 | 1.0486 |
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- | No log | 4.5806 | 142 | 1.1691 | 0.1146 | 1.1691 | 1.0812 |
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- | No log | 4.6452 | 144 | 1.0912 | 0.2000 | 1.0912 | 1.0446 |
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- | No log | 4.7097 | 146 | 1.0714 | 0.1422 | 1.0714 | 1.0351 |
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- | No log | 4.7742 | 148 | 1.1069 | 0.0713 | 1.1069 | 1.0521 |
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- | No log | 4.8387 | 150 | 1.2690 | 0.0838 | 1.2690 | 1.1265 |
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- | No log | 4.9032 | 152 | 1.5198 | 0.0283 | 1.5198 | 1.2328 |
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- | No log | 4.9677 | 154 | 1.4776 | 0.0578 | 1.4776 | 1.2156 |
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- | No log | 5.0323 | 156 | 1.2430 | 0.0561 | 1.2430 | 1.1149 |
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- | No log | 5.0968 | 158 | 1.0727 | 0.1461 | 1.0727 | 1.0357 |
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- | No log | 5.1613 | 160 | 1.0741 | 0.1461 | 1.0741 | 1.0364 |
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- | No log | 5.2258 | 162 | 1.1958 | 0.0346 | 1.1958 | 1.0935 |
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- | No log | 5.2903 | 164 | 1.4179 | 0.0620 | 1.4179 | 1.1907 |
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- | No log | 5.3548 | 166 | 1.4176 | 0.0620 | 1.4176 | 1.1906 |
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- | No log | 5.4194 | 168 | 1.3353 | 0.0665 | 1.3353 | 1.1555 |
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- | No log | 5.4839 | 170 | 1.2096 | 0.1116 | 1.2096 | 1.0998 |
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- | No log | 5.5484 | 172 | 1.1538 | 0.1911 | 1.1538 | 1.0742 |
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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 | 1.0128 | 0.2510 | 1.0128 | 1.0064 |
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- | No log | 5.7419 | 178 | 1.1005 | 0.2141 | 1.1005 | 1.0491 |
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- | No log | 5.8065 | 180 | 1.1981 | 0.1067 | 1.1981 | 1.0946 |
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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 | 0.9710 | 0.3777 | 0.9710 | 0.9854 |
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- | No log | 6.0 | 186 | 0.8753 | 0.2932 | 0.8753 | 0.9356 |
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- | No log | 6.0645 | 188 | 0.8111 | 0.2685 | 0.8111 | 0.9006 |
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- | No log | 6.1290 | 190 | 0.8142 | 0.2981 | 0.8142 | 0.9023 |
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- | No log | 6.1935 | 192 | 0.9033 | 0.1628 | 0.9033 | 0.9504 |
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- | No log | 6.2581 | 194 | 1.0484 | 0.1642 | 1.0484 | 1.0239 |
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- | No log | 6.3226 | 196 | 1.2257 | 0.1254 | 1.2257 | 1.1071 |
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- | No log | 6.3871 | 198 | 1.1689 | 0.0327 | 1.1689 | 1.0811 |
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- | No log | 6.4516 | 200 | 0.9860 | 0.1777 | 0.9860 | 0.9930 |
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- | No log | 6.5161 | 202 | 0.8384 | 0.2652 | 0.8384 | 0.9156 |
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- | No log | 6.5806 | 204 | 0.8302 | 0.2145 | 0.8302 | 0.9111 |
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- | No log | 6.6452 | 206 | 0.8400 | 0.0971 | 0.8400 | 0.9165 |
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- | No log | 6.7097 | 208 | 0.8427 | 0.2718 | 0.8427 | 0.9180 |
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- | No log | 6.7742 | 210 | 0.9424 | 0.2297 | 0.9424 | 0.9708 |
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- | No log | 6.8387 | 212 | 1.1875 | 0.0368 | 1.1875 | 1.0897 |
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- | No log | 6.9032 | 214 | 1.3119 | 0.0188 | 1.3119 | 1.1454 |
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- | No log | 6.9677 | 216 | 1.2839 | 0.0471 | 1.2839 | 1.1331 |
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- | No log | 7.0323 | 218 | 1.2907 | 0.0225 | 1.2907 | 1.1361 |
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- | No log | 7.0968 | 220 | 1.1529 | 0.0074 | 1.1529 | 1.0738 |
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- | No log | 7.1613 | 222 | 1.1283 | 0.1014 | 1.1283 | 1.0622 |
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- | No log | 7.2258 | 224 | 1.1927 | 0.0038 | 1.1927 | 1.0921 |
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- | No log | 7.2903 | 226 | 1.3342 | 0.0879 | 1.3342 | 1.1551 |
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- | No log | 7.3548 | 228 | 1.3282 | 0.1203 | 1.3282 | 1.1525 |
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- | No log | 7.4194 | 230 | 1.1820 | 0.0609 | 1.1820 | 1.0872 |
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- | No log | 7.4839 | 232 | 0.9519 | 0.2244 | 0.9519 | 0.9757 |
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- | No log | 7.5484 | 234 | 0.8410 | 0.2527 | 0.8410 | 0.9170 |
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- | No log | 7.6129 | 236 | 0.8411 | 0.2467 | 0.8411 | 0.9171 |
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- | No log | 7.6774 | 238 | 0.9106 | 0.1914 | 0.9106 | 0.9543 |
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- | No log | 7.7419 | 240 | 0.9559 | 0.1914 | 0.9559 | 0.9777 |
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- | No log | 7.8065 | 242 | 0.9960 | 0.2142 | 0.9960 | 0.9980 |
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- | No log | 7.8710 | 244 | 1.0378 | 0.3294 | 1.0378 | 1.0187 |
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- | No log | 7.9355 | 246 | 0.9655 | 0.1723 | 0.9655 | 0.9826 |
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- | No log | 8.0 | 248 | 0.9292 | 0.1454 | 0.9292 | 0.9640 |
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- | No log | 8.0645 | 250 | 0.9085 | 0.1454 | 0.9085 | 0.9531 |
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- | No log | 8.1290 | 252 | 0.9416 | 0.2142 | 0.9416 | 0.9704 |
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- | No log | 8.1935 | 254 | 0.9564 | 0.2029 | 0.9564 | 0.9779 |
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- | No log | 8.2581 | 256 | 1.0521 | 0.1642 | 1.0521 | 1.0257 |
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- | No log | 8.3226 | 258 | 1.0916 | 0.2259 | 1.0916 | 1.0448 |
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- | No log | 8.3871 | 260 | 1.0479 | 0.0829 | 1.0479 | 1.0237 |
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- | No log | 8.4516 | 262 | 1.0181 | 0.0891 | 1.0181 | 1.0090 |
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- | No log | 8.5161 | 264 | 0.9735 | 0.1254 | 0.9735 | 0.9866 |
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- | No log | 8.5806 | 266 | 1.0359 | 0.0891 | 1.0359 | 1.0178 |
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- | No log | 8.6452 | 268 | 1.0463 | 0.1461 | 1.0463 | 1.0229 |
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- | No log | 8.7097 | 270 | 0.9023 | 0.2244 | 0.9023 | 0.9499 |
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- | No log | 8.7742 | 272 | 0.8982 | 0.1914 | 0.8982 | 0.9478 |
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- | No log | 8.8387 | 274 | 0.9291 | 0.1822 | 0.9291 | 0.9639 |
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- | No log | 8.9032 | 276 | 1.0781 | 0.1651 | 1.0781 | 1.0383 |
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- | No log | 8.9677 | 278 | 1.2174 | 0.1290 | 1.2174 | 1.1034 |
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- | No log | 9.0323 | 280 | 1.1864 | 0.2017 | 1.1864 | 1.0892 |
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- | No log | 9.0968 | 282 | 0.9907 | 0.1777 | 0.9907 | 0.9953 |
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- | No log | 9.1613 | 284 | 0.8060 | 0.3755 | 0.8060 | 0.8978 |
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- | No log | 9.2258 | 286 | 0.7734 | 0.3243 | 0.7734 | 0.8794 |
195
- | No log | 9.2903 | 288 | 0.7917 | 0.3465 | 0.7917 | 0.8898 |
196
- | No log | 9.3548 | 290 | 0.8601 | 0.3950 | 0.8601 | 0.9274 |
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- | No log | 9.4194 | 292 | 1.0923 | 0.1077 | 1.0923 | 1.0451 |
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- | No log | 9.4839 | 294 | 1.3004 | 0.1328 | 1.3004 | 1.1404 |
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- | No log | 9.5484 | 296 | 1.3136 | 0.0973 | 1.3136 | 1.1461 |
200
- | No log | 9.6129 | 298 | 1.1649 | 0.2032 | 1.1649 | 1.0793 |
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- | No log | 9.6774 | 300 | 0.9529 | 0.2463 | 0.9529 | 0.9762 |
202
- | No log | 9.7419 | 302 | 0.7916 | 0.3341 | 0.7916 | 0.8897 |
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- | No log | 9.8065 | 304 | 0.7577 | 0.3081 | 0.7577 | 0.8704 |
204
- | No log | 9.8710 | 306 | 0.7589 | 0.2819 | 0.7589 | 0.8712 |
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- | No log | 9.9355 | 308 | 0.7992 | 0.3092 | 0.7992 | 0.8940 |
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- | No log | 10.0 | 310 | 0.9027 | 0.2754 | 0.9027 | 0.9501 |
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- | No log | 10.0645 | 312 | 0.9878 | 0.2670 | 0.9878 | 0.9939 |
208
- | No log | 10.1290 | 314 | 0.9456 | 0.2059 | 0.9456 | 0.9724 |
209
- | No log | 10.1935 | 316 | 0.8294 | 0.3312 | 0.8294 | 0.9107 |
210
- | No log | 10.2581 | 318 | 0.7400 | 0.3123 | 0.7400 | 0.8602 |
211
- | No log | 10.3226 | 320 | 0.7310 | 0.2852 | 0.7310 | 0.8550 |
212
- | No log | 10.3871 | 322 | 0.7561 | 0.3387 | 0.7561 | 0.8695 |
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- | No log | 10.4516 | 324 | 0.9126 | 0.2029 | 0.9126 | 0.9553 |
214
- | No log | 10.5161 | 326 | 1.1082 | 0.2577 | 1.1082 | 1.0527 |
215
- | No log | 10.5806 | 328 | 1.1276 | 0.2833 | 1.1276 | 1.0619 |
216
- | No log | 10.6452 | 330 | 1.0606 | 0.2939 | 1.0606 | 1.0299 |
217
- | No log | 10.7097 | 332 | 0.9957 | 0.2866 | 0.9957 | 0.9978 |
218
- | No log | 10.7742 | 334 | 0.9290 | 0.1777 | 0.9290 | 0.9638 |
219
- | No log | 10.8387 | 336 | 0.9049 | 0.1822 | 0.9049 | 0.9513 |
220
- | No log | 10.9032 | 338 | 0.9776 | 0.2923 | 0.9776 | 0.9888 |
221
- | No log | 10.9677 | 340 | 1.0154 | 0.2562 | 1.0154 | 1.0077 |
222
- | No log | 11.0323 | 342 | 1.0488 | 0.2810 | 1.0488 | 1.0241 |
223
- | No log | 11.0968 | 344 | 0.9764 | 0.2000 | 0.9764 | 0.9881 |
224
- | No log | 11.1613 | 346 | 0.8469 | 0.3372 | 0.8469 | 0.9203 |
225
- | No log | 11.2258 | 348 | 0.8009 | 0.3238 | 0.8009 | 0.8949 |
226
- | No log | 11.2903 | 350 | 0.8305 | 0.3372 | 0.8305 | 0.9113 |
227
- | No log | 11.3548 | 352 | 0.9334 | 0.2193 | 0.9334 | 0.9661 |
228
- | No log | 11.4194 | 354 | 1.0665 | 0.2437 | 1.0665 | 1.0327 |
229
- | No log | 11.4839 | 356 | 1.0948 | 0.2389 | 1.0948 | 1.0463 |
230
- | No log | 11.5484 | 358 | 0.9985 | 0.1777 | 0.9985 | 0.9992 |
231
- | No log | 11.6129 | 360 | 0.8931 | 0.2967 | 0.8931 | 0.9451 |
232
- | No log | 11.6774 | 362 | 0.8628 | 0.3032 | 0.8628 | 0.9289 |
233
- | No log | 11.7419 | 364 | 0.9020 | 0.2967 | 0.9020 | 0.9497 |
234
- | No log | 11.8065 | 366 | 0.9429 | 0.2193 | 0.9429 | 0.9710 |
235
- | No log | 11.8710 | 368 | 1.0193 | 0.2000 | 1.0193 | 1.0096 |
236
- | No log | 11.9355 | 370 | 0.9575 | 0.2784 | 0.9575 | 0.9785 |
237
- | No log | 12.0 | 372 | 0.8989 | 0.2574 | 0.8989 | 0.9481 |
238
- | No log | 12.0645 | 374 | 0.8608 | 0.3444 | 0.8608 | 0.9278 |
239
- | No log | 12.1290 | 376 | 0.8758 | 0.3637 | 0.8758 | 0.9359 |
240
- | No log | 12.1935 | 378 | 0.8554 | 0.3032 | 0.8554 | 0.9249 |
241
- | No log | 12.2581 | 380 | 0.8975 | 0.3637 | 0.8975 | 0.9474 |
242
- | No log | 12.3226 | 382 | 0.9336 | 0.2643 | 0.9336 | 0.9662 |
243
- | No log | 12.3871 | 384 | 0.9800 | 0.2784 | 0.9800 | 0.9899 |
244
- | No log | 12.4516 | 386 | 0.9819 | 0.2726 | 0.9819 | 0.9909 |
245
- | No log | 12.5161 | 388 | 0.9208 | 0.2574 | 0.9208 | 0.9596 |
246
- | No log | 12.5806 | 390 | 0.8752 | 0.2692 | 0.8752 | 0.9355 |
247
- | No log | 12.6452 | 392 | 0.9303 | 0.2439 | 0.9303 | 0.9645 |
248
- | No log | 12.7097 | 394 | 0.9640 | 0.2439 | 0.9640 | 0.9818 |
249
- | No log | 12.7742 | 396 | 0.9439 | 0.2173 | 0.9439 | 0.9715 |
250
- | No log | 12.8387 | 398 | 0.9497 | 0.2173 | 0.9497 | 0.9745 |
251
- | No log | 12.9032 | 400 | 0.9399 | 0.1808 | 0.9399 | 0.9695 |
252
- | No log | 12.9677 | 402 | 0.9772 | 0.1454 | 0.9772 | 0.9885 |
253
- | No log | 13.0323 | 404 | 0.9346 | 0.1914 | 0.9346 | 0.9668 |
254
- | No log | 13.0968 | 406 | 0.8442 | 0.2754 | 0.8442 | 0.9188 |
255
- | No log | 13.1613 | 408 | 0.7905 | 0.2883 | 0.7905 | 0.8891 |
256
- | No log | 13.2258 | 410 | 0.8043 | 0.2847 | 0.8043 | 0.8968 |
257
- | No log | 13.2903 | 412 | 0.8730 | 0.2754 | 0.8730 | 0.9344 |
258
- | No log | 13.3548 | 414 | 0.9991 | 0.2410 | 0.9991 | 0.9996 |
259
- | No log | 13.4194 | 416 | 1.0646 | 0.2510 | 1.0646 | 1.0318 |
260
- | No log | 13.4839 | 418 | 1.0438 | 0.2562 | 1.0438 | 1.0217 |
261
- | No log | 13.5484 | 420 | 1.0101 | 0.2410 | 1.0101 | 1.0050 |
262
- | No log | 13.6129 | 422 | 0.9789 | 0.2193 | 0.9789 | 0.9894 |
263
- | No log | 13.6774 | 424 | 0.9201 | 0.1672 | 0.9201 | 0.9592 |
264
- | No log | 13.7419 | 426 | 0.8636 | 0.2883 | 0.8636 | 0.9293 |
265
- | No log | 13.8065 | 428 | 0.8578 | 0.3020 | 0.8578 | 0.9261 |
266
- | No log | 13.8710 | 430 | 0.8720 | 0.2589 | 0.8720 | 0.9338 |
267
- | No log | 13.9355 | 432 | 0.9071 | 0.2275 | 0.9071 | 0.9524 |
268
- | No log | 14.0 | 434 | 0.9890 | 0.1859 | 0.9890 | 0.9945 |
269
- | No log | 14.0645 | 436 | 1.0729 | 0.1402 | 1.0729 | 1.0358 |
270
- | No log | 14.1290 | 438 | 1.0354 | 0.1434 | 1.0354 | 1.0175 |
271
- | No log | 14.1935 | 440 | 0.9787 | 0.1954 | 0.9787 | 0.9893 |
272
- | No log | 14.2581 | 442 | 0.8592 | 0.3329 | 0.8592 | 0.9269 |
273
- | No log | 14.3226 | 444 | 0.8066 | 0.3312 | 0.8066 | 0.8981 |
274
- | No log | 14.3871 | 446 | 0.8381 | 0.3594 | 0.8381 | 0.9155 |
275
- | No log | 14.4516 | 448 | 0.9304 | 0.1753 | 0.9304 | 0.9646 |
276
- | No log | 14.5161 | 450 | 1.0255 | 0.1871 | 1.0255 | 1.0126 |
277
- | No log | 14.5806 | 452 | 1.1010 | 0.1764 | 1.1010 | 1.0493 |
278
- | No log | 14.6452 | 454 | 1.1107 | 0.1385 | 1.1107 | 1.0539 |
279
- | No log | 14.7097 | 456 | 1.1094 | 0.1044 | 1.1094 | 1.0533 |
280
- | No log | 14.7742 | 458 | 1.0651 | 0.1651 | 1.0651 | 1.0320 |
281
- | No log | 14.8387 | 460 | 0.9466 | 0.2574 | 0.9466 | 0.9729 |
282
- | No log | 14.9032 | 462 | 0.8500 | 0.2063 | 0.8500 | 0.9219 |
283
- | No log | 14.9677 | 464 | 0.7897 | 0.3387 | 0.7897 | 0.8887 |
284
- | No log | 15.0323 | 466 | 0.7742 | 0.3387 | 0.7742 | 0.8799 |
285
- | No log | 15.0968 | 468 | 0.7917 | 0.3387 | 0.7917 | 0.8898 |
286
- | No log | 15.1613 | 470 | 0.8223 | 0.2883 | 0.8223 | 0.9068 |
287
- | No log | 15.2258 | 472 | 0.8585 | 0.2352 | 0.8585 | 0.9266 |
288
- | No log | 15.2903 | 474 | 0.9646 | 0.2697 | 0.9646 | 0.9821 |
289
- | No log | 15.3548 | 476 | 1.0235 | 0.2239 | 1.0235 | 1.0117 |
290
- | No log | 15.4194 | 478 | 1.0116 | 0.2239 | 1.0116 | 1.0058 |
291
- | No log | 15.4839 | 480 | 1.0144 | 0.2239 | 1.0144 | 1.0072 |
292
- | No log | 15.5484 | 482 | 0.9946 | 0.2643 | 0.9946 | 0.9973 |
293
- | No log | 15.6129 | 484 | 0.9629 | 0.2784 | 0.9629 | 0.9813 |
294
- | No log | 15.6774 | 486 | 0.9325 | 0.2193 | 0.9325 | 0.9657 |
295
- | No log | 15.7419 | 488 | 0.9445 | 0.2784 | 0.9445 | 0.9719 |
296
- | No log | 15.8065 | 490 | 0.9451 | 0.2193 | 0.9451 | 0.9722 |
297
- | No log | 15.8710 | 492 | 1.0223 | 0.2726 | 1.0223 | 1.0111 |
298
- | No log | 15.9355 | 494 | 1.0866 | 0.3169 | 1.0866 | 1.0424 |
299
- | No log | 16.0 | 496 | 1.0762 | 0.2810 | 1.0762 | 1.0374 |
300
- | No log | 16.0645 | 498 | 0.9887 | 0.2142 | 0.9887 | 0.9944 |
301
- | 0.2959 | 16.1290 | 500 | 0.8776 | 0.1914 | 0.8776 | 0.9368 |
302
- | 0.2959 | 16.1935 | 502 | 0.7978 | 0.2558 | 0.7978 | 0.8932 |
303
- | 0.2959 | 16.2581 | 504 | 0.7925 | 0.2558 | 0.7925 | 0.8902 |
304
- | 0.2959 | 16.3226 | 506 | 0.8280 | 0.1766 | 0.8280 | 0.9099 |
305
- | 0.2959 | 16.3871 | 508 | 0.9213 | 0.1914 | 0.9213 | 0.9598 |
306
- | 0.2959 | 16.4516 | 510 | 1.0520 | 0.2810 | 1.0520 | 1.0257 |
307
- | 0.2959 | 16.5161 | 512 | 1.1764 | 0.1870 | 1.1764 | 1.0846 |
308
- | 0.2959 | 16.5806 | 514 | 1.2576 | 0.2043 | 1.2576 | 1.1214 |
309
- | 0.2959 | 16.6452 | 516 | 1.1618 | 0.1858 | 1.1618 | 1.0779 |
310
- | 0.2959 | 16.7097 | 518 | 0.9939 | 0.2726 | 0.9939 | 0.9969 |
311
- | 0.2959 | 16.7742 | 520 | 0.9034 | 0.1962 | 0.9034 | 0.9505 |
312
- | 0.2959 | 16.8387 | 522 | 0.8684 | 0.2352 | 0.8684 | 0.9319 |
313
- | 0.2959 | 16.9032 | 524 | 0.8840 | 0.2352 | 0.8840 | 0.9402 |
314
- | 0.2959 | 16.9677 | 526 | 0.9293 | 0.1962 | 0.9293 | 0.9640 |
315
- | 0.2959 | 17.0323 | 528 | 0.9472 | 0.1962 | 0.9472 | 0.9733 |
316
- | 0.2959 | 17.0968 | 530 | 0.9893 | 0.1867 | 0.9893 | 0.9946 |
317
- | 0.2959 | 17.1613 | 532 | 1.0182 | 0.2726 | 1.0182 | 1.0091 |
318
- | 0.2959 | 17.2258 | 534 | 1.0771 | 0.1955 | 1.0771 | 1.0379 |
319
- | 0.2959 | 17.2903 | 536 | 1.0741 | 0.2192 | 1.0741 | 1.0364 |
320
- | 0.2959 | 17.3548 | 538 | 1.0460 | 0.2537 | 1.0460 | 1.0227 |
321
- | 0.2959 | 17.4194 | 540 | 1.0033 | 0.2892 | 1.0033 | 1.0016 |
322
- | 0.2959 | 17.4839 | 542 | 0.9839 | 0.2892 | 0.9839 | 0.9919 |
323
- | 0.2959 | 17.5484 | 544 | 1.0197 | 0.2892 | 1.0197 | 1.0098 |
324
- | 0.2959 | 17.6129 | 546 | 1.0391 | 0.2892 | 1.0391 | 1.0193 |
325
- | 0.2959 | 17.6774 | 548 | 1.0106 | 0.2892 | 1.0106 | 1.0053 |
326
- | 0.2959 | 17.7419 | 550 | 0.9595 | 0.2124 | 0.9595 | 0.9796 |
327
- | 0.2959 | 17.8065 | 552 | 0.9404 | 0.2223 | 0.9404 | 0.9697 |
328
- | 0.2959 | 17.8710 | 554 | 0.9867 | 0.2076 | 0.9867 | 0.9933 |
329
- | 0.2959 | 17.9355 | 556 | 1.0301 | 0.2239 | 1.0301 | 1.0149 |
330
- | 0.2959 | 18.0 | 558 | 1.0091 | 0.2358 | 1.0091 | 1.0045 |
331
- | 0.2959 | 18.0645 | 560 | 0.9972 | 0.2000 | 0.9972 | 0.9986 |
332
- | 0.2959 | 18.1290 | 562 | 0.9707 | 0.2784 | 0.9707 | 0.9852 |
333
- | 0.2959 | 18.1935 | 564 | 0.9261 | 0.1416 | 0.9261 | 0.9623 |
334
- | 0.2959 | 18.2581 | 566 | 0.8775 | 0.2227 | 0.8775 | 0.9368 |
335
- | 0.2959 | 18.3226 | 568 | 0.8976 | 0.2352 | 0.8976 | 0.9474 |
336
- | 0.2959 | 18.3871 | 570 | 0.9783 | 0.2726 | 0.9783 | 0.9891 |
337
- | 0.2959 | 18.4516 | 572 | 1.0721 | 0.1535 | 1.0721 | 1.0354 |
338
- | 0.2959 | 18.5161 | 574 | 1.0947 | 0.2075 | 1.0947 | 1.0463 |
339
- | 0.2959 | 18.5806 | 576 | 1.0552 | 0.1535 | 1.0552 | 1.0272 |
340
- | 0.2959 | 18.6452 | 578 | 0.9897 | 0.2358 | 0.9897 | 0.9949 |
341
- | 0.2959 | 18.7097 | 580 | 0.9604 | 0.1822 | 0.9604 | 0.9800 |
342
- | 0.2959 | 18.7742 | 582 | 0.9197 | 0.2244 | 0.9197 | 0.9590 |
343
- | 0.2959 | 18.8387 | 584 | 0.9017 | 0.2632 | 0.9017 | 0.9496 |
344
- | 0.2959 | 18.9032 | 586 | 0.8983 | 0.2632 | 0.8983 | 0.9478 |
345
- | 0.2959 | 18.9677 | 588 | 0.8824 | 0.2632 | 0.8824 | 0.9394 |
346
- | 0.2959 | 19.0323 | 590 | 0.8872 | 0.2632 | 0.8872 | 0.9419 |
347
- | 0.2959 | 19.0968 | 592 | 0.9112 | 0.2244 | 0.9112 | 0.9546 |
348
- | 0.2959 | 19.1613 | 594 | 0.9680 | 0.1777 | 0.9680 | 0.9839 |
349
- | 0.2959 | 19.2258 | 596 | 1.0045 | 0.1734 | 1.0045 | 1.0022 |
350
- | 0.2959 | 19.2903 | 598 | 1.0215 | 0.1692 | 1.0215 | 1.0107 |
351
- | 0.2959 | 19.3548 | 600 | 0.9669 | 0.1777 | 0.9669 | 0.9833 |
352
- | 0.2959 | 19.4194 | 602 | 0.9205 | 0.2244 | 0.9205 | 0.9594 |
353
- | 0.2959 | 19.4839 | 604 | 0.8891 | 0.2632 | 0.8891 | 0.9429 |
354
- | 0.2959 | 19.5484 | 606 | 0.9012 | 0.2632 | 0.9012 | 0.9493 |
355
- | 0.2959 | 19.6129 | 608 | 0.9595 | 0.2193 | 0.9595 | 0.9796 |
356
- | 0.2959 | 19.6774 | 610 | 0.9952 | 0.1777 | 0.9952 | 0.9976 |
357
- | 0.2959 | 19.7419 | 612 | 1.0044 | 0.2094 | 1.0044 | 1.0022 |
358
- | 0.2959 | 19.8065 | 614 | 1.0545 | 0.1692 | 1.0545 | 1.0269 |
359
- | 0.2959 | 19.8710 | 616 | 1.0850 | 0.1348 | 1.0850 | 1.0416 |
360
- | 0.2959 | 19.9355 | 618 | 1.0490 | 0.1692 | 1.0490 | 1.0242 |
361
- | 0.2959 | 20.0 | 620 | 1.0582 | 0.1734 | 1.0582 | 1.0287 |
362
- | 0.2959 | 20.0645 | 622 | 1.0572 | 0.1734 | 1.0572 | 1.0282 |
363
 
364
 
365
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_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_run3_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: 1.1794
19
+ - Qwk: 0.1653
20
+ - Mse: 1.1794
21
+ - Rmse: 1.0860
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 | 0.9871 | 0.1531 | 0.9871 | 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 | 1.0959 | 0.1800 | 1.0959 | 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 | 1.0116 | 0.0860 | 1.0116 | 1.0058 |
111
+ | No log | 3.6364 | 120 | 1.0122 | 0.0563 | 1.0122 | 1.0061 |
112
+ | No log | 3.6970 | 122 | 1.0249 | 0.0892 | 1.0249 | 1.0124 |
113
+ | No log | 3.7576 | 124 | 1.0564 | 0.1065 | 1.0564 | 1.0278 |
114
+ | No log | 3.8182 | 126 | 1.1423 | 0.0412 | 1.1423 | 1.0688 |
115
+ | No log | 3.8788 | 128 | 1.2581 | 0.0896 | 1.2581 | 1.1217 |
116
+ | No log | 3.9394 | 130 | 1.2968 | 0.0616 | 1.2968 | 1.1388 |
117
+ | No log | 4.0 | 132 | 1.3387 | 0.0765 | 1.3387 | 1.1570 |
118
+ | No log | 4.0606 | 134 | 1.4023 | 0.0459 | 1.4023 | 1.1842 |
119
+ | No log | 4.1212 | 136 | 1.3741 | 0.0820 | 1.3741 | 1.1722 |
120
+ | No log | 4.1818 | 138 | 1.2447 | 0.0898 | 1.2447 | 1.1157 |
121
+ | No log | 4.2424 | 140 | 1.1924 | 0.0365 | 1.1924 | 1.0920 |
122
+ | No log | 4.3030 | 142 | 1.1994 | 0.0316 | 1.1994 | 1.0952 |
123
+ | No log | 4.3636 | 144 | 1.3082 | 0.0613 | 1.3082 | 1.1438 |
124
+ | No log | 4.4242 | 146 | 1.3371 | 0.1226 | 1.3371 | 1.1563 |
125
+ | No log | 4.4848 | 148 | 1.2126 | 0.1014 | 1.2126 | 1.1012 |
126
+ | No log | 4.5455 | 150 | 1.0755 | 0.0962 | 1.0755 | 1.0371 |
127
+ | No log | 4.6061 | 152 | 1.0304 | 0.0056 | 1.0304 | 1.0151 |
128
+ | No log | 4.6667 | 154 | 1.0504 | 0.1289 | 1.0504 | 1.0249 |
129
+ | No log | 4.7273 | 156 | 1.1687 | 0.1274 | 1.1687 | 1.0811 |
130
+ | No log | 4.7879 | 158 | 1.2240 | 0.1175 | 1.2240 | 1.1063 |
131
+ | No log | 4.8485 | 160 | 1.1415 | 0.1110 | 1.1415 | 1.0684 |
132
+ | No log | 4.9091 | 162 | 0.9998 | 0.1142 | 0.9998 | 0.9999 |
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 | 0.9612 | 0.1459 | 0.9612 | 0.9804 |
136
+ | No log | 5.1515 | 170 | 1.0302 | 0.1373 | 1.0302 | 1.0150 |
137
+ | No log | 5.2121 | 172 | 1.0619 | 0.1650 | 1.0619 | 1.0305 |
138
+ | No log | 5.2727 | 174 | 1.1007 | 0.0728 | 1.1007 | 1.0491 |
139
+ | No log | 5.3333 | 176 | 1.1625 | 0.0094 | 1.1625 | 1.0782 |
140
+ | No log | 5.3939 | 178 | 1.2247 | 0.0248 | 1.2247 | 1.1066 |
141
+ | No log | 5.4545 | 180 | 1.4062 | 0.0927 | 1.4062 | 1.1859 |
142
+ | No log | 5.5152 | 182 | 1.5291 | 0.0753 | 1.5291 | 1.2366 |
143
+ | No log | 5.5758 | 184 | 1.4546 | 0.1067 | 1.4546 | 1.2061 |
144
+ | No log | 5.6364 | 186 | 1.2598 | 0.1077 | 1.2598 | 1.1224 |
145
+ | No log | 5.6970 | 188 | 1.0889 | 0.0430 | 1.0889 | 1.0435 |
146
+ | No log | 5.7576 | 190 | 1.0336 | -0.0124 | 1.0336 | 1.0167 |
147
+ | No log | 5.8182 | 192 | 1.0125 | 0.1437 | 1.0125 | 1.0062 |
148
+ | No log | 5.8788 | 194 | 1.0647 | 0.1328 | 1.0647 | 1.0318 |
149
+ | No log | 5.9394 | 196 | 1.1489 | 0.1271 | 1.1489 | 1.0719 |
150
+ | No log | 6.0 | 198 | 1.1233 | 0.1045 | 1.1233 | 1.0599 |
151
+ | No log | 6.0606 | 200 | 1.0953 | 0.1416 | 1.0953 | 1.0466 |
152
+ | No log | 6.1212 | 202 | 0.9962 | 0.1416 | 0.9962 | 0.9981 |
153
+ | No log | 6.1818 | 204 | 0.9559 | 0.1222 | 0.9559 | 0.9777 |
154
+ | No log | 6.2424 | 206 | 0.9831 | 0.1298 | 0.9831 | 0.9915 |
155
+ | No log | 6.3030 | 208 | 0.9931 | 0.1140 | 0.9931 | 0.9966 |
156
+ | No log | 6.3636 | 210 | 1.0731 | 0.1899 | 1.0731 | 1.0359 |
157
+ | No log | 6.4242 | 212 | 1.1705 | 0.0925 | 1.1705 | 1.0819 |
158
+ | No log | 6.4848 | 214 | 1.1695 | 0.0953 | 1.1695 | 1.0814 |
159
+ | No log | 6.5455 | 216 | 1.2629 | 0.0794 | 1.2629 | 1.1238 |
160
+ | No log | 6.6061 | 218 | 1.2785 | 0.0820 | 1.2785 | 1.1307 |
161
+ | No log | 6.6667 | 220 | 1.2615 | 0.0607 | 1.2615 | 1.1231 |
162
+ | No log | 6.7273 | 222 | 1.2252 | 0.0630 | 1.2252 | 1.1069 |
163
+ | No log | 6.7879 | 224 | 1.2297 | 0.0630 | 1.2297 | 1.1089 |
164
+ | No log | 6.8485 | 226 | 1.2571 | 0.0591 | 1.2571 | 1.1212 |
165
+ | No log | 6.9091 | 228 | 1.2365 | 0.0959 | 1.2365 | 1.1120 |
166
+ | No log | 6.9697 | 230 | 1.1754 | 0.0816 | 1.1754 | 1.0842 |
167
+ | No log | 7.0303 | 232 | 1.0731 | 0.1285 | 1.0731 | 1.0359 |
168
+ | No log | 7.0909 | 234 | 1.0553 | 0.1650 | 1.0553 | 1.0273 |
169
+ | No log | 7.1515 | 236 | 1.1035 | 0.1248 | 1.1035 | 1.0505 |
170
+ | No log | 7.2121 | 238 | 1.1907 | 0.0710 | 1.1907 | 1.0912 |
171
+ | No log | 7.2727 | 240 | 1.2470 | 0.1031 | 1.2470 | 1.1167 |
172
+ | No log | 7.3333 | 242 | 1.1634 | 0.0899 | 1.1634 | 1.0786 |
173
+ | No log | 7.3939 | 244 | 1.0736 | 0.1984 | 1.0736 | 1.0362 |
174
+ | No log | 7.4545 | 246 | 1.0285 | 0.2096 | 1.0285 | 1.0141 |
175
+ | No log | 7.5152 | 248 | 1.0307 | 0.1694 | 1.0307 | 1.0152 |
176
+ | No log | 7.5758 | 250 | 1.0788 | 0.1248 | 1.0788 | 1.0387 |
177
+ | No log | 7.6364 | 252 | 1.1631 | 0.0613 | 1.1631 | 1.0785 |
178
+ | No log | 7.6970 | 254 | 1.1916 | 0.1085 | 1.1916 | 1.0916 |
179
+ | No log | 7.7576 | 256 | 1.2012 | 0.1618 | 1.2012 | 1.0960 |
180
+ | No log | 7.8182 | 258 | 1.1939 | 0.1583 | 1.1939 | 1.0926 |
181
+ | No log | 7.8788 | 260 | 1.1238 | 0.1815 | 1.1238 | 1.0601 |
182
+ | No log | 7.9394 | 262 | 1.0824 | 0.2389 | 1.0824 | 1.0404 |
183
+ | No log | 8.0 | 264 | 1.1080 | 0.1626 | 1.1080 | 1.0526 |
184
+ | No log | 8.0606 | 266 | 1.0595 | 0.2102 | 1.0595 | 1.0293 |
185
+ | No log | 8.1212 | 268 | 0.9890 | 0.2697 | 0.9890 | 0.9945 |
186
+ | No log | 8.1818 | 270 | 1.0094 | 0.2949 | 1.0094 | 1.0047 |
187
+ | No log | 8.2424 | 272 | 1.1993 | 0.1417 | 1.1993 | 1.0951 |
188
+ | No log | 8.3030 | 274 | 1.3904 | 0.1571 | 1.3904 | 1.1791 |
189
+ | No log | 8.3636 | 276 | 1.3848 | 0.1663 | 1.3848 | 1.1768 |
190
+ | No log | 8.4242 | 278 | 1.3344 | 0.1413 | 1.3344 | 1.1552 |
191
+ | No log | 8.4848 | 280 | 1.1525 | 0.1835 | 1.1525 | 1.0735 |
192
+ | No log | 8.5455 | 282 | 1.0049 | 0.2439 | 1.0049 | 1.0024 |
193
+ | No log | 8.6061 | 284 | 0.9774 | 0.1839 | 0.9774 | 0.9886 |
194
+ | No log | 8.6667 | 286 | 1.0242 | 0.2013 | 1.0242 | 1.0121 |
195
+ | No log | 8.7273 | 288 | 1.0645 | 0.1912 | 1.0645 | 1.0318 |
196
+ | No log | 8.7879 | 290 | 1.1267 | 0.2217 | 1.1267 | 1.0615 |
197
+ | No log | 8.8485 | 292 | 1.2078 | 0.1872 | 1.2078 | 1.0990 |
198
+ | No log | 8.9091 | 294 | 1.1818 | 0.1610 | 1.1818 | 1.0871 |
199
+ | No log | 8.9697 | 296 | 1.1925 | 0.1610 | 1.1925 | 1.0920 |
200
+ | No log | 9.0303 | 298 | 1.1803 | 0.1445 | 1.1803 | 1.0864 |
201
+ | No log | 9.0909 | 300 | 1.2302 | 0.1283 | 1.2302 | 1.1092 |
202
+ | No log | 9.1515 | 302 | 1.3829 | 0.1168 | 1.3829 | 1.1759 |
203
+ | No log | 9.2121 | 304 | 1.4535 | 0.1684 | 1.4535 | 1.2056 |
204
+ | No log | 9.2727 | 306 | 1.4327 | 0.0954 | 1.4327 | 1.1969 |
205
+ | No log | 9.3333 | 308 | 1.3871 | 0.0816 | 1.3871 | 1.1778 |
206
+ | No log | 9.3939 | 310 | 1.2018 | 0.1058 | 1.2018 | 1.0963 |
207
+ | No log | 9.4545 | 312 | 1.1496 | 0.1085 | 1.1496 | 1.0722 |
208
+ | No log | 9.5152 | 314 | 1.1717 | 0.0755 | 1.1717 | 1.0825 |
209
+ | No log | 9.5758 | 316 | 1.2374 | 0.1448 | 1.2374 | 1.1124 |
210
+ | No log | 9.6364 | 318 | 1.2696 | 0.1417 | 1.2696 | 1.1267 |
211
+ | No log | 9.6970 | 320 | 1.2586 | 0.1448 | 1.2586 | 1.1219 |
212
+ | No log | 9.7576 | 322 | 1.2877 | 0.0905 | 1.2877 | 1.1348 |
213
+ | No log | 9.8182 | 324 | 1.2999 | 0.0929 | 1.2999 | 1.1401 |
214
+ | No log | 9.8788 | 326 | 1.3366 | 0.0576 | 1.3366 | 1.1561 |
215
+ | No log | 9.9394 | 328 | 1.2418 | 0.1085 | 1.2418 | 1.1144 |
216
+ | No log | 10.0 | 330 | 1.1785 | 0.1576 | 1.1785 | 1.0856 |
217
+ | No log | 10.0606 | 332 | 1.0294 | 0.2364 | 1.0294 | 1.0146 |
218
+ | No log | 10.1212 | 334 | 0.9366 | 0.1495 | 0.9366 | 0.9678 |
219
+ | No log | 10.1818 | 336 | 0.9288 | 0.1495 | 0.9288 | 0.9637 |
220
+ | No log | 10.2424 | 338 | 0.9918 | 0.1328 | 0.9918 | 0.9959 |
221
+ | No log | 10.3030 | 340 | 1.0532 | 0.2267 | 1.0532 | 1.0262 |
222
+ | No log | 10.3636 | 342 | 1.1573 | 0.2437 | 1.1573 | 1.0758 |
223
+ | No log | 10.4242 | 344 | 1.2547 | 0.0954 | 1.2547 | 1.1201 |
224
+ | No log | 10.4848 | 346 | 1.1906 | 0.1948 | 1.1906 | 1.0912 |
225
+ | No log | 10.5455 | 348 | 1.2262 | 0.0979 | 1.2262 | 1.1073 |
226
+ | No log | 10.6061 | 350 | 1.3560 | 0.0371 | 1.3560 | 1.1645 |
227
+ | No log | 10.6667 | 352 | 1.3828 | 0.0788 | 1.3828 | 1.1759 |
228
+ | No log | 10.7273 | 354 | 1.3477 | 0.1093 | 1.3477 | 1.1609 |
229
+ | No log | 10.7879 | 356 | 1.2888 | 0.0950 | 1.2888 | 1.1352 |
230
+ | No log | 10.8485 | 358 | 1.2491 | 0.0750 | 1.2491 | 1.1176 |
231
+ | No log | 10.9091 | 360 | 1.2253 | 0.0750 | 1.2253 | 1.1069 |
232
+ | No log | 10.9697 | 362 | 1.2741 | 0.0977 | 1.2741 | 1.1287 |
233
+ | No log | 11.0303 | 364 | 1.3522 | 0.0925 | 1.3522 | 1.1628 |
234
+ | No log | 11.0909 | 366 | 1.2903 | 0.1230 | 1.2903 | 1.1359 |
235
+ | No log | 11.1515 | 368 | 1.1502 | 0.0902 | 1.1502 | 1.0725 |
236
+ | No log | 11.2121 | 370 | 1.0455 | 0.2364 | 1.0455 | 1.0225 |
237
+ | No log | 11.2727 | 372 | 1.0786 | 0.2364 | 1.0786 | 1.0385 |
238
+ | No log | 11.3333 | 374 | 1.1594 | 0.1204 | 1.1594 | 1.0768 |
239
+ | No log | 11.3939 | 376 | 1.4110 | 0.1189 | 1.4110 | 1.1879 |
240
+ | No log | 11.4545 | 378 | 1.5818 | 0.1143 | 1.5818 | 1.2577 |
241
+ | No log | 11.5152 | 380 | 1.5265 | 0.1423 | 1.5265 | 1.2355 |
242
+ | No log | 11.5758 | 382 | 1.2827 | 0.1468 | 1.2827 | 1.1326 |
243
+ | No log | 11.6364 | 384 | 1.0794 | 0.1983 | 1.0794 | 1.0389 |
244
+ | No log | 11.6970 | 386 | 1.0000 | 0.2212 | 1.0000 | 1.0000 |
245
+ | No log | 11.7576 | 388 | 1.0065 | 0.1839 | 1.0065 | 1.0033 |
246
+ | No log | 11.8182 | 390 | 1.1036 | 0.1235 | 1.1036 | 1.0505 |
247
+ | No log | 11.8788 | 392 | 1.3275 | 0.1422 | 1.3275 | 1.1522 |
248
+ | No log | 11.9394 | 394 | 1.5066 | 0.0637 | 1.5066 | 1.2274 |
249
+ | No log | 12.0 | 396 | 1.5079 | 0.0412 | 1.5079 | 1.2280 |
250
+ | No log | 12.0606 | 398 | 1.4044 | 0.0994 | 1.4044 | 1.1851 |
251
+ | No log | 12.1212 | 400 | 1.3031 | 0.1257 | 1.3031 | 1.1415 |
252
+ | No log | 12.1818 | 402 | 1.1818 | 0.1645 | 1.1818 | 1.0871 |
253
+ | No log | 12.2424 | 404 | 1.1517 | 0.1969 | 1.1517 | 1.0732 |
254
+ | No log | 12.3030 | 406 | 1.1452 | 0.1969 | 1.1452 | 1.0702 |
255
+ | No log | 12.3636 | 408 | 1.1395 | 0.2129 | 1.1395 | 1.0675 |
256
+ | No log | 12.4242 | 410 | 1.1647 | 0.2234 | 1.1647 | 1.0792 |
257
+ | No log | 12.4848 | 412 | 1.1417 | 0.2192 | 1.1417 | 1.0685 |
258
+ | No log | 12.5455 | 414 | 1.0788 | 0.2554 | 1.0788 | 1.0387 |
259
+ | No log | 12.6061 | 416 | 1.0152 | 0.2781 | 1.0152 | 1.0075 |
260
+ | No log | 12.6667 | 418 | 1.0578 | 0.2677 | 1.0578 | 1.0285 |
261
+ | No log | 12.7273 | 420 | 1.0020 | 0.3194 | 1.0020 | 1.0010 |
262
+ | No log | 12.7879 | 422 | 0.9441 | 0.3630 | 0.9441 | 0.9716 |
263
+ | No log | 12.8485 | 424 | 0.9403 | 0.3131 | 0.9403 | 0.9697 |
264
+ | No log | 12.9091 | 426 | 1.0241 | 0.3562 | 1.0241 | 1.0120 |
265
+ | No log | 12.9697 | 428 | 1.1596 | 0.2094 | 1.1596 | 1.0768 |
266
+ | No log | 13.0303 | 430 | 1.4038 | 0.0868 | 1.4038 | 1.1848 |
267
+ | No log | 13.0909 | 432 | 1.5586 | 0.1480 | 1.5586 | 1.2484 |
268
+ | No log | 13.1515 | 434 | 1.4784 | 0.0865 | 1.4784 | 1.2159 |
269
+ | No log | 13.2121 | 436 | 1.2593 | 0.1704 | 1.2593 | 1.1222 |
270
+ | No log | 13.2727 | 438 | 1.0939 | 0.3019 | 1.0939 | 1.0459 |
271
+ | No log | 13.3333 | 440 | 0.9630 | 0.3069 | 0.9630 | 0.9813 |
272
+ | No log | 13.3939 | 442 | 0.9448 | 0.2576 | 0.9448 | 0.9720 |
273
+ | No log | 13.4545 | 444 | 1.0022 | 0.3069 | 1.0022 | 1.0011 |
274
+ | No log | 13.5152 | 446 | 1.1332 | 0.2578 | 1.1332 | 1.0645 |
275
+ | No log | 13.5758 | 448 | 1.2057 | 0.1687 | 1.2057 | 1.0980 |
276
+ | No log | 13.6364 | 450 | 1.1556 | 0.2485 | 1.1556 | 1.0750 |
277
+ | No log | 13.6970 | 452 | 1.0400 | 0.2892 | 1.0400 | 1.0198 |
278
+ | No log | 13.7576 | 454 | 0.9404 | 0.2576 | 0.9404 | 0.9697 |
279
+ | No log | 13.8182 | 456 | 0.9218 | 0.1694 | 0.9218 | 0.9601 |
280
+ | No log | 13.8788 | 458 | 0.9698 | 0.2467 | 0.9698 | 0.9848 |
281
+ | No log | 13.9394 | 460 | 1.1272 | 0.2507 | 1.1272 | 1.0617 |
282
+ | No log | 14.0 | 462 | 1.2397 | 0.1383 | 1.2397 | 1.1134 |
283
+ | No log | 14.0606 | 464 | 1.1951 | 0.1810 | 1.1951 | 1.0932 |
284
+ | No log | 14.1212 | 466 | 1.0753 | 0.2892 | 1.0753 | 1.0370 |
285
+ | No log | 14.1818 | 468 | 1.0069 | 0.2724 | 1.0069 | 1.0034 |
286
+ | No log | 14.2424 | 470 | 1.0234 | 0.2364 | 1.0234 | 1.0116 |
287
+ | No log | 14.3030 | 472 | 1.0930 | 0.2192 | 1.0930 | 1.0454 |
288
+ | No log | 14.3636 | 474 | 1.2384 | 0.1704 | 1.2384 | 1.1129 |
289
+ | No log | 14.4242 | 476 | 1.3228 | 0.1305 | 1.3228 | 1.1501 |
290
+ | No log | 14.4848 | 478 | 1.3146 | 0.1334 | 1.3146 | 1.1466 |
291
+ | No log | 14.5455 | 480 | 1.2650 | 0.1479 | 1.2650 | 1.1247 |
292
+ | No log | 14.6061 | 482 | 1.2697 | 0.1510 | 1.2697 | 1.1268 |
293
+ | No log | 14.6667 | 484 | 1.2017 | 0.1618 | 1.2017 | 1.0962 |
294
+ | No log | 14.7273 | 486 | 1.1133 | 0.2267 | 1.1133 | 1.0551 |
295
+ | No log | 14.7879 | 488 | 1.0844 | 0.2589 | 1.0844 | 1.0413 |
296
+ | No log | 14.8485 | 490 | 1.0700 | 0.2781 | 1.0700 | 1.0344 |
297
+ | No log | 14.9091 | 492 | 1.0627 | 0.2487 | 1.0627 | 1.0309 |
298
+ | No log | 14.9697 | 494 | 1.0437 | 0.3194 | 1.0437 | 1.0216 |
299
+ | No log | 15.0303 | 496 | 0.9892 | 0.2812 | 0.9892 | 0.9946 |
300
+ | No log | 15.0909 | 498 | 1.0183 | 0.3069 | 1.0183 | 1.0091 |
301
+ | 0.3435 | 15.1515 | 500 | 1.0687 | 0.2697 | 1.0687 | 1.0338 |
302
+ | 0.3435 | 15.2121 | 502 | 1.1695 | 0.1618 | 1.1695 | 1.0814 |
303
+ | 0.3435 | 15.2727 | 504 | 1.2438 | 0.1144 | 1.2438 | 1.1153 |
304
+ | 0.3435 | 15.3333 | 506 | 1.3007 | 0.1144 | 1.3007 | 1.1405 |
305
+ | 0.3435 | 15.3939 | 508 | 1.2731 | 0.1200 | 1.2731 | 1.1283 |
306
+ | 0.3435 | 15.4545 | 510 | 1.1794 | 0.1653 | 1.1794 | 1.0860 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
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  ### Framework versions