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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k4_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k4_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: 1.0142
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- - Qwk: -0.0646
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- - Mse: 1.0142
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- - Rmse: 1.0071
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  ## Model description
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@@ -49,261 +49,310 @@ 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 | 0.1053 | 2 | 2.6797 | -0.0729 | 2.6797 | 1.6370 |
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- | No log | 0.2105 | 4 | 1.2897 | 0.0980 | 1.2897 | 1.1356 |
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- | No log | 0.3158 | 6 | 1.2552 | -0.1780 | 1.2552 | 1.1204 |
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- | No log | 0.4211 | 8 | 1.2713 | -0.1221 | 1.2713 | 1.1275 |
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- | No log | 0.5263 | 10 | 1.4350 | -0.0283 | 1.4350 | 1.1979 |
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- | No log | 0.6316 | 12 | 1.4288 | 0.0712 | 1.4288 | 1.1953 |
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- | No log | 0.7368 | 14 | 1.2929 | -0.0986 | 1.2929 | 1.1371 |
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- | No log | 0.8421 | 16 | 1.2571 | -0.1101 | 1.2571 | 1.1212 |
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- | No log | 0.9474 | 18 | 1.1578 | -0.1027 | 1.1578 | 1.0760 |
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- | No log | 1.0526 | 20 | 1.0961 | -0.1173 | 1.0961 | 1.0470 |
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- | No log | 1.1579 | 22 | 1.0914 | -0.0375 | 1.0914 | 1.0447 |
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- | No log | 1.2632 | 24 | 1.1701 | -0.0989 | 1.1701 | 1.0817 |
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- | No log | 1.3684 | 26 | 1.2126 | 0.0042 | 1.2126 | 1.1012 |
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- | No log | 1.4737 | 28 | 1.3212 | -0.0437 | 1.3212 | 1.1494 |
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- | No log | 1.5789 | 30 | 1.4104 | -0.1165 | 1.4104 | 1.1876 |
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- | No log | 1.6842 | 32 | 1.4178 | -0.0838 | 1.4178 | 1.1907 |
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- | No log | 1.7895 | 34 | 1.5588 | -0.1269 | 1.5588 | 1.2485 |
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- | No log | 1.8947 | 36 | 1.7301 | -0.0953 | 1.7301 | 1.3153 |
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- | No log | 2.0 | 38 | 1.3412 | -0.0770 | 1.3412 | 1.1581 |
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- | No log | 2.1053 | 40 | 1.0799 | 0.0020 | 1.0799 | 1.0392 |
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- | No log | 2.2105 | 42 | 1.0756 | 0.0445 | 1.0756 | 1.0371 |
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- | No log | 2.3158 | 44 | 1.0038 | -0.0534 | 1.0038 | 1.0019 |
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- | No log | 2.4211 | 46 | 1.0523 | 0.0239 | 1.0523 | 1.0258 |
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- | No log | 2.5263 | 48 | 1.2015 | -0.1019 | 1.2015 | 1.0961 |
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- | No log | 2.6316 | 50 | 1.1621 | -0.0638 | 1.1621 | 1.0780 |
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- | No log | 2.7368 | 52 | 1.1151 | -0.0085 | 1.1151 | 1.0560 |
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- | No log | 2.8421 | 54 | 1.2543 | -0.0385 | 1.2543 | 1.1200 |
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- | No log | 2.9474 | 56 | 1.2685 | 0.0164 | 1.2685 | 1.1263 |
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- | No log | 3.0526 | 58 | 1.1882 | -0.0672 | 1.1882 | 1.0901 |
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- | No log | 3.1579 | 60 | 1.0939 | 0.0336 | 1.0939 | 1.0459 |
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- | No log | 3.2632 | 62 | 1.1322 | -0.0856 | 1.1322 | 1.0640 |
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- | No log | 3.3684 | 64 | 1.1677 | -0.0141 | 1.1677 | 1.0806 |
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- | No log | 3.4737 | 66 | 1.0027 | 0.1546 | 1.0027 | 1.0013 |
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- | No log | 3.5789 | 68 | 0.9465 | 0.0822 | 0.9465 | 0.9729 |
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- | No log | 3.6842 | 70 | 0.9551 | 0.0437 | 0.9551 | 0.9773 |
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- | No log | 3.7895 | 72 | 1.0856 | -0.1241 | 1.0856 | 1.0419 |
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- | No log | 3.8947 | 74 | 1.2656 | -0.0086 | 1.2656 | 1.1250 |
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- | No log | 4.0 | 76 | 1.5503 | -0.0121 | 1.5503 | 1.2451 |
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- | No log | 4.1053 | 78 | 1.6353 | 0.0116 | 1.6353 | 1.2788 |
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- | No log | 4.2105 | 80 | 1.3275 | 0.0511 | 1.3275 | 1.1522 |
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- | No log | 4.3158 | 82 | 0.9541 | 0.0139 | 0.9541 | 0.9768 |
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- | No log | 4.4211 | 84 | 0.9601 | 0.1216 | 0.9601 | 0.9799 |
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- | No log | 4.5263 | 86 | 1.0753 | 0.0445 | 1.0753 | 1.0370 |
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- | No log | 4.6316 | 88 | 1.0545 | 0.0468 | 1.0545 | 1.0269 |
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- | No log | 4.7368 | 90 | 1.0822 | 0.0790 | 1.0822 | 1.0403 |
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- | No log | 4.8421 | 92 | 1.2529 | 0.0896 | 1.2529 | 1.1193 |
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- | No log | 4.9474 | 94 | 1.5238 | -0.0442 | 1.5238 | 1.2344 |
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- | No log | 5.0526 | 96 | 1.7792 | -0.0076 | 1.7792 | 1.3339 |
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- | No log | 5.1579 | 98 | 1.7209 | -0.0356 | 1.7209 | 1.3118 |
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- | No log | 5.2632 | 100 | 1.4643 | 0.0110 | 1.4643 | 1.2101 |
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- | No log | 5.3684 | 102 | 1.2905 | 0.0497 | 1.2905 | 1.1360 |
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- | No log | 5.4737 | 104 | 1.1766 | 0.1055 | 1.1766 | 1.0847 |
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- | No log | 5.5789 | 106 | 1.0616 | 0.0722 | 1.0616 | 1.0303 |
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- | No log | 5.6842 | 108 | 0.9917 | 0.0741 | 0.9917 | 0.9958 |
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- | No log | 5.7895 | 110 | 0.9603 | 0.0774 | 0.9603 | 0.9800 |
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- | No log | 5.8947 | 112 | 0.9409 | 0.0378 | 0.9409 | 0.9700 |
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- | No log | 6.0 | 114 | 0.9355 | 0.0646 | 0.9355 | 0.9672 |
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- | No log | 6.1053 | 116 | 0.9797 | 0.1179 | 0.9797 | 0.9898 |
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- | No log | 6.2105 | 118 | 1.0100 | 0.1362 | 1.0100 | 1.0050 |
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- | No log | 6.3158 | 120 | 0.9746 | 0.0943 | 0.9746 | 0.9872 |
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- | No log | 6.4211 | 122 | 0.9922 | 0.1361 | 0.9922 | 0.9961 |
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- | No log | 6.5263 | 124 | 1.0382 | 0.1054 | 1.0382 | 1.0189 |
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- | No log | 6.6316 | 126 | 1.1647 | 0.0878 | 1.1647 | 1.0792 |
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- | No log | 6.7368 | 128 | 1.2162 | 0.1182 | 1.2162 | 1.1028 |
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- | No log | 6.8421 | 130 | 1.1547 | -0.0111 | 1.1547 | 1.0746 |
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- | No log | 6.9474 | 132 | 1.0705 | 0.0722 | 1.0705 | 1.0346 |
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- | No log | 7.0526 | 134 | 1.0380 | 0.0623 | 1.0380 | 1.0188 |
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- | No log | 7.1579 | 136 | 1.0551 | 0.0138 | 1.0551 | 1.0272 |
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- | No log | 7.2632 | 138 | 1.0153 | 0.0502 | 1.0153 | 1.0076 |
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- | No log | 7.3684 | 140 | 0.9615 | 0.0269 | 0.9615 | 0.9806 |
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- | No log | 7.4737 | 142 | 0.9963 | -0.0256 | 0.9963 | 0.9982 |
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- | No log | 7.5789 | 144 | 1.0234 | 0.0134 | 1.0234 | 1.0117 |
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- | No log | 7.6842 | 146 | 0.9921 | -0.1091 | 0.9921 | 0.9960 |
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- | No log | 7.7895 | 148 | 1.0382 | 0.0830 | 1.0382 | 1.0189 |
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- | No log | 7.8947 | 150 | 1.0977 | 0.0430 | 1.0977 | 1.0477 |
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- | No log | 8.0 | 152 | 1.1191 | 0.0134 | 1.1191 | 1.0579 |
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- | No log | 8.1053 | 154 | 1.1119 | 0.0912 | 1.1119 | 1.0545 |
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- | No log | 8.2105 | 156 | 1.2122 | -0.0090 | 1.2122 | 1.1010 |
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- | No log | 8.3158 | 158 | 1.2850 | -0.0600 | 1.2850 | 1.1336 |
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- | No log | 8.4211 | 160 | 1.1914 | -0.0478 | 1.1914 | 1.0915 |
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- | No log | 8.5263 | 162 | 1.1015 | -0.0830 | 1.1015 | 1.0495 |
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- | No log | 8.6316 | 164 | 1.0947 | -0.0830 | 1.0947 | 1.0463 |
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- | No log | 8.7368 | 166 | 1.1230 | -0.1194 | 1.1230 | 1.0597 |
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- | No log | 8.8421 | 168 | 1.1606 | -0.1194 | 1.1606 | 1.0773 |
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- | No log | 8.9474 | 170 | 1.2028 | -0.1062 | 1.2028 | 1.0967 |
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- | No log | 9.0526 | 172 | 1.2787 | -0.1207 | 1.2787 | 1.1308 |
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- | No log | 9.1579 | 174 | 1.3941 | -0.0658 | 1.3941 | 1.1807 |
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- | No log | 9.2632 | 176 | 1.3076 | -0.0712 | 1.3076 | 1.1435 |
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- | No log | 9.3684 | 178 | 1.1736 | -0.0494 | 1.1736 | 1.0833 |
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- | No log | 9.4737 | 180 | 1.1081 | -0.0323 | 1.1081 | 1.0527 |
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- | No log | 9.5789 | 182 | 1.0923 | -0.0021 | 1.0923 | 1.0451 |
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- | No log | 9.6842 | 184 | 1.1257 | 0.0483 | 1.1257 | 1.0610 |
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- | No log | 9.7895 | 186 | 1.2250 | -0.0274 | 1.2250 | 1.1068 |
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- | No log | 9.8947 | 188 | 1.2180 | -0.0689 | 1.2180 | 1.1036 |
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- | No log | 10.0 | 190 | 1.1496 | 0.0785 | 1.1496 | 1.0722 |
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- | No log | 10.1053 | 192 | 1.1386 | -0.0862 | 1.1386 | 1.0670 |
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- | No log | 10.2105 | 194 | 1.1640 | -0.1247 | 1.1640 | 1.0789 |
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- | No log | 10.3158 | 196 | 1.1225 | -0.1247 | 1.1225 | 1.0595 |
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- | No log | 10.4211 | 198 | 1.1105 | 0.0378 | 1.1105 | 1.0538 |
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- | No log | 10.5263 | 200 | 1.1608 | 0.0511 | 1.1608 | 1.0774 |
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- | No log | 10.6316 | 202 | 1.1629 | -0.0825 | 1.1629 | 1.0784 |
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- | No log | 10.7368 | 204 | 1.1245 | 0.0852 | 1.1245 | 1.0604 |
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- | No log | 10.8421 | 206 | 1.1013 | 0.0852 | 1.1013 | 1.0494 |
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- | No log | 10.9474 | 208 | 1.1028 | 0.0871 | 1.1028 | 1.0501 |
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- | No log | 11.0526 | 210 | 1.0667 | 0.0893 | 1.0667 | 1.0328 |
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- | No log | 11.1579 | 212 | 0.9892 | 0.1212 | 0.9892 | 0.9946 |
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- | No log | 11.2632 | 214 | 0.9686 | 0.1212 | 0.9686 | 0.9842 |
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- | No log | 11.3684 | 216 | 0.9628 | 0.0833 | 0.9628 | 0.9812 |
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- | No log | 11.4737 | 218 | 0.9851 | 0.1131 | 0.9851 | 0.9925 |
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- | No log | 11.5789 | 220 | 1.0344 | 0.1015 | 1.0344 | 1.0171 |
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- | No log | 11.6842 | 222 | 1.0966 | 0.0275 | 1.0966 | 1.0472 |
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- | No log | 11.7895 | 224 | 1.2053 | 0.0699 | 1.2053 | 1.0978 |
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- | No log | 11.8947 | 226 | 1.3937 | -0.1307 | 1.3937 | 1.1806 |
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- | No log | 12.0 | 228 | 1.5734 | -0.0755 | 1.5734 | 1.2544 |
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- | No log | 12.1053 | 230 | 1.6249 | -0.0730 | 1.6249 | 1.2747 |
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- | No log | 12.2105 | 232 | 1.5051 | -0.1738 | 1.5051 | 1.2268 |
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- | No log | 12.3158 | 234 | 1.3411 | -0.0629 | 1.3411 | 1.1580 |
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- | No log | 12.4211 | 236 | 1.2377 | -0.0722 | 1.2377 | 1.1125 |
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- | No log | 12.5263 | 238 | 1.1928 | -0.1197 | 1.1928 | 1.0921 |
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- | No log | 12.6316 | 240 | 1.1461 | -0.1191 | 1.1461 | 1.0706 |
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- | No log | 12.7368 | 242 | 1.1523 | 0.0444 | 1.1523 | 1.0735 |
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- | No log | 12.8421 | 244 | 1.2265 | -0.1344 | 1.2265 | 1.1075 |
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- | No log | 12.9474 | 246 | 1.2902 | -0.0334 | 1.2902 | 1.1359 |
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- | No log | 13.0526 | 248 | 1.2819 | -0.0378 | 1.2819 | 1.1322 |
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- | No log | 13.1579 | 250 | 1.2004 | 0.0560 | 1.2004 | 1.0956 |
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- | No log | 13.2632 | 252 | 1.1486 | 0.0429 | 1.1486 | 1.0717 |
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- | No log | 13.3684 | 254 | 1.1104 | 0.0081 | 1.1104 | 1.0537 |
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- | No log | 13.4737 | 256 | 1.1120 | 0.0471 | 1.1120 | 1.0545 |
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- | No log | 13.5789 | 258 | 1.1079 | -0.0543 | 1.1079 | 1.0526 |
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- | No log | 13.6842 | 260 | 1.0651 | 0.0069 | 1.0651 | 1.0320 |
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- | No log | 13.7895 | 262 | 1.0143 | 0.0392 | 1.0143 | 1.0071 |
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- | No log | 13.8947 | 264 | 0.9962 | 0.0362 | 0.9962 | 0.9981 |
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- | No log | 14.0 | 266 | 0.9812 | 0.0362 | 0.9812 | 0.9906 |
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- | No log | 14.1053 | 268 | 0.9797 | 0.0755 | 0.9797 | 0.9898 |
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- | No log | 14.2105 | 270 | 0.9989 | 0.0488 | 0.9989 | 0.9995 |
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- | No log | 14.3158 | 272 | 1.0661 | 0.0931 | 1.0661 | 1.0325 |
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- | No log | 14.4211 | 274 | 1.0730 | 0.0578 | 1.0730 | 1.0358 |
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- | No log | 14.5263 | 276 | 1.0073 | 0.2092 | 1.0073 | 1.0036 |
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- | No log | 14.6316 | 278 | 0.9608 | 0.0349 | 0.9608 | 0.9802 |
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- | No log | 14.7368 | 280 | 0.9708 | 0.0306 | 0.9708 | 0.9853 |
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- | No log | 14.8421 | 282 | 0.9803 | 0.0727 | 0.9803 | 0.9901 |
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- | No log | 14.9474 | 284 | 1.0162 | 0.1460 | 1.0162 | 1.0081 |
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- | No log | 15.0526 | 286 | 1.0846 | 0.0253 | 1.0846 | 1.0414 |
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- | No log | 15.1579 | 288 | 1.0902 | 0.0301 | 1.0902 | 1.0441 |
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- | No log | 15.2632 | 290 | 1.0363 | 0.0206 | 1.0363 | 1.0180 |
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- | No log | 15.3684 | 292 | 0.9865 | -0.0045 | 0.9865 | 0.9932 |
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- | No log | 15.4737 | 294 | 1.0112 | -0.0457 | 1.0112 | 1.0056 |
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- | No log | 15.5789 | 296 | 1.0362 | -0.0112 | 1.0362 | 1.0179 |
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- | No log | 15.6842 | 298 | 1.0482 | -0.0045 | 1.0482 | 1.0238 |
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- | No log | 15.7895 | 300 | 1.0923 | -0.0393 | 1.0923 | 1.0451 |
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- | No log | 15.8947 | 302 | 1.1769 | 0.0177 | 1.1769 | 1.0848 |
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- | No log | 16.0 | 304 | 1.3060 | -0.1124 | 1.3060 | 1.1428 |
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- | No log | 16.1053 | 306 | 1.4634 | -0.0355 | 1.4634 | 1.2097 |
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- | No log | 16.2105 | 308 | 1.5085 | -0.0528 | 1.5085 | 1.2282 |
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- | No log | 16.3158 | 310 | 1.3794 | -0.0377 | 1.3794 | 1.1745 |
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- | No log | 16.4211 | 312 | 1.1873 | -0.0668 | 1.1873 | 1.0896 |
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- | No log | 16.5263 | 314 | 1.0560 | 0.0 | 1.0560 | 1.0276 |
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- | No log | 16.6316 | 316 | 1.0648 | -0.0208 | 1.0648 | 1.0319 |
210
- | No log | 16.7368 | 318 | 1.0946 | 0.0054 | 1.0946 | 1.0462 |
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- | No log | 16.8421 | 320 | 1.0736 | 0.0075 | 1.0736 | 1.0362 |
212
- | No log | 16.9474 | 322 | 1.0392 | -0.0515 | 1.0392 | 1.0194 |
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- | No log | 17.0526 | 324 | 1.0468 | -0.0045 | 1.0468 | 1.0231 |
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- | No log | 17.1579 | 326 | 1.0639 | 0.0043 | 1.0639 | 1.0315 |
215
- | No log | 17.2632 | 328 | 1.0651 | 0.0066 | 1.0651 | 1.0320 |
216
- | No log | 17.3684 | 330 | 1.0694 | -0.0393 | 1.0694 | 1.0341 |
217
- | No log | 17.4737 | 332 | 1.0769 | -0.0067 | 1.0769 | 1.0377 |
218
- | No log | 17.5789 | 334 | 1.0890 | -0.0065 | 1.0890 | 1.0436 |
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- | No log | 17.6842 | 336 | 1.0831 | -0.0065 | 1.0831 | 1.0407 |
220
- | No log | 17.7895 | 338 | 1.0640 | -0.0393 | 1.0640 | 1.0315 |
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- | No log | 17.8947 | 340 | 1.0651 | 0.0087 | 1.0651 | 1.0320 |
222
- | No log | 18.0 | 342 | 1.1118 | 0.0206 | 1.1118 | 1.0544 |
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- | No log | 18.1053 | 344 | 1.1357 | -0.0424 | 1.1357 | 1.0657 |
224
- | No log | 18.2105 | 346 | 1.1291 | -0.0093 | 1.1291 | 1.0626 |
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- | No log | 18.3158 | 348 | 1.1012 | 0.0459 | 1.1012 | 1.0494 |
226
- | No log | 18.4211 | 350 | 1.0518 | 0.0 | 1.0518 | 1.0256 |
227
- | No log | 18.5263 | 352 | 1.0359 | -0.0021 | 1.0359 | 1.0178 |
228
- | No log | 18.6316 | 354 | 1.0584 | 0.0310 | 1.0584 | 1.0288 |
229
- | No log | 18.7368 | 356 | 1.0590 | 0.0310 | 1.0590 | 1.0291 |
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- | No log | 18.8421 | 358 | 1.0333 | -0.0021 | 1.0333 | 1.0165 |
231
- | No log | 18.9474 | 360 | 1.0226 | 0.0310 | 1.0226 | 1.0112 |
232
- | No log | 19.0526 | 362 | 1.0234 | 0.0654 | 1.0234 | 1.0116 |
233
- | No log | 19.1579 | 364 | 1.0189 | 0.0654 | 1.0189 | 1.0094 |
234
- | No log | 19.2632 | 366 | 1.0283 | 0.0227 | 1.0283 | 1.0141 |
235
- | No log | 19.3684 | 368 | 1.0216 | 0.0868 | 1.0216 | 1.0107 |
236
- | No log | 19.4737 | 370 | 0.9744 | 0.1624 | 0.9744 | 0.9871 |
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- | No log | 19.5789 | 372 | 0.9243 | -0.0045 | 0.9243 | 0.9614 |
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- | No log | 19.6842 | 374 | 0.9182 | 0.0 | 0.9182 | 0.9582 |
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- | No log | 19.7895 | 376 | 0.9359 | -0.0764 | 0.9359 | 0.9674 |
240
- | No log | 19.8947 | 378 | 0.9548 | -0.0764 | 0.9548 | 0.9771 |
241
- | No log | 20.0 | 380 | 0.9907 | -0.0393 | 0.9907 | 0.9954 |
242
- | No log | 20.1053 | 382 | 1.0259 | -0.0393 | 1.0259 | 1.0129 |
243
- | No log | 20.2105 | 384 | 1.0655 | -0.0042 | 1.0655 | 1.0322 |
244
- | No log | 20.3158 | 386 | 1.0952 | 0.0582 | 1.0952 | 1.0465 |
245
- | No log | 20.4211 | 388 | 1.1043 | 0.0678 | 1.1043 | 1.0508 |
246
- | No log | 20.5263 | 390 | 1.0995 | 0.0378 | 1.0995 | 1.0486 |
247
- | No log | 20.6316 | 392 | 1.0827 | 0.0404 | 1.0827 | 1.0405 |
248
- | No log | 20.7368 | 394 | 1.0783 | 0.0138 | 1.0783 | 1.0384 |
249
- | No log | 20.8421 | 396 | 1.0705 | 0.0160 | 1.0705 | 1.0346 |
250
- | No log | 20.9474 | 398 | 1.0241 | 0.1164 | 1.0241 | 1.0120 |
251
- | No log | 21.0526 | 400 | 0.9789 | 0.0349 | 0.9789 | 0.9894 |
252
- | No log | 21.1579 | 402 | 0.9738 | -0.0457 | 0.9738 | 0.9868 |
253
- | No log | 21.2632 | 404 | 1.0134 | 0.0826 | 1.0134 | 1.0067 |
254
- | No log | 21.3684 | 406 | 1.0704 | 0.0302 | 1.0704 | 1.0346 |
255
- | No log | 21.4737 | 408 | 1.0703 | 0.0327 | 1.0703 | 1.0345 |
256
- | No log | 21.5789 | 410 | 1.0348 | 0.0502 | 1.0348 | 1.0172 |
257
- | No log | 21.6842 | 412 | 1.0111 | -0.0472 | 1.0111 | 1.0055 |
258
- | No log | 21.7895 | 414 | 1.0141 | -0.0457 | 1.0141 | 1.0070 |
259
- | No log | 21.8947 | 416 | 1.0375 | -0.0023 | 1.0375 | 1.0186 |
260
- | No log | 22.0 | 418 | 1.1053 | -0.1722 | 1.1053 | 1.0513 |
261
- | No log | 22.1053 | 420 | 1.1729 | -0.2250 | 1.1729 | 1.0830 |
262
- | No log | 22.2105 | 422 | 1.1765 | -0.0922 | 1.1765 | 1.0847 |
263
- | No log | 22.3158 | 424 | 1.1637 | -0.0453 | 1.1637 | 1.0787 |
264
- | No log | 22.4211 | 426 | 1.1795 | -0.0128 | 1.1795 | 1.0860 |
265
- | No log | 22.5263 | 428 | 1.1872 | -0.0528 | 1.1872 | 1.0896 |
266
- | No log | 22.6316 | 430 | 1.1711 | -0.0515 | 1.1711 | 1.0822 |
267
- | No log | 22.7368 | 432 | 1.1518 | -0.0515 | 1.1518 | 1.0732 |
268
- | No log | 22.8421 | 434 | 1.1322 | -0.0515 | 1.1322 | 1.0641 |
269
- | No log | 22.9474 | 436 | 1.1498 | -0.0335 | 1.1498 | 1.0723 |
270
- | No log | 23.0526 | 438 | 1.1696 | -0.1355 | 1.1696 | 1.0815 |
271
- | No log | 23.1579 | 440 | 1.1620 | -0.1355 | 1.1620 | 1.0780 |
272
- | No log | 23.2632 | 442 | 1.1373 | -0.1043 | 1.1373 | 1.0664 |
273
- | No log | 23.3684 | 444 | 1.1314 | -0.0424 | 1.1314 | 1.0637 |
274
- | No log | 23.4737 | 446 | 1.1417 | -0.0515 | 1.1417 | 1.0685 |
275
- | No log | 23.5789 | 448 | 1.1415 | -0.0885 | 1.1415 | 1.0684 |
276
- | No log | 23.6842 | 450 | 1.1252 | -0.0133 | 1.1252 | 1.0608 |
277
- | No log | 23.7895 | 452 | 1.1028 | -0.1232 | 1.1028 | 1.0502 |
278
- | No log | 23.8947 | 454 | 1.1277 | -0.1355 | 1.1277 | 1.0619 |
279
- | No log | 24.0 | 456 | 1.1784 | -0.1514 | 1.1784 | 1.0856 |
280
- | No log | 24.1053 | 458 | 1.1866 | -0.1514 | 1.1865 | 1.0893 |
281
- | No log | 24.2105 | 460 | 1.1710 | -0.1258 | 1.1710 | 1.0821 |
282
- | No log | 24.3158 | 462 | 1.1614 | -0.1405 | 1.1614 | 1.0777 |
283
- | No log | 24.4211 | 464 | 1.1668 | -0.0424 | 1.1668 | 1.0802 |
284
- | No log | 24.5263 | 466 | 1.1792 | -0.0147 | 1.1792 | 1.0859 |
285
- | No log | 24.6316 | 468 | 1.1702 | -0.0128 | 1.1702 | 1.0817 |
286
- | No log | 24.7368 | 470 | 1.1395 | -0.0067 | 1.1395 | 1.0675 |
287
- | No log | 24.8421 | 472 | 1.1171 | -0.0794 | 1.1171 | 1.0569 |
288
- | No log | 24.9474 | 474 | 1.0858 | -0.1132 | 1.0858 | 1.0420 |
289
- | No log | 25.0526 | 476 | 1.0737 | -0.1514 | 1.0737 | 1.0362 |
290
- | No log | 25.1579 | 478 | 1.0757 | -0.1509 | 1.0757 | 1.0372 |
291
- | No log | 25.2632 | 480 | 1.0860 | -0.0409 | 1.0860 | 1.0421 |
292
- | No log | 25.3684 | 482 | 1.1093 | -0.0409 | 1.1093 | 1.0532 |
293
- | No log | 25.4737 | 484 | 1.1308 | -0.0409 | 1.1308 | 1.0634 |
294
- | No log | 25.5789 | 486 | 1.1432 | -0.0737 | 1.1432 | 1.0692 |
295
- | No log | 25.6842 | 488 | 1.1464 | -0.0737 | 1.1464 | 1.0707 |
296
- | No log | 25.7895 | 490 | 1.1581 | -0.1310 | 1.1581 | 1.0761 |
297
- | No log | 25.8947 | 492 | 1.1742 | -0.0531 | 1.1742 | 1.0836 |
298
- | No log | 26.0 | 494 | 1.2330 | -0.0902 | 1.2330 | 1.1104 |
299
- | No log | 26.1053 | 496 | 1.2697 | -0.0870 | 1.2697 | 1.1268 |
300
- | No log | 26.2105 | 498 | 1.2152 | -0.1008 | 1.2152 | 1.1024 |
301
- | 0.2919 | 26.3158 | 500 | 1.1586 | -0.0151 | 1.1586 | 1.0764 |
302
- | 0.2919 | 26.4211 | 502 | 1.1323 | -0.0173 | 1.1323 | 1.0641 |
303
- | 0.2919 | 26.5263 | 504 | 1.0932 | -0.0908 | 1.0932 | 1.0455 |
304
- | 0.2919 | 26.6316 | 506 | 1.0758 | -0.2035 | 1.0758 | 1.0372 |
305
- | 0.2919 | 26.7368 | 508 | 1.0428 | -0.1307 | 1.0428 | 1.0212 |
306
- | 0.2919 | 26.8421 | 510 | 1.0142 | -0.0646 | 1.0142 | 1.0071 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7519
19
+ - Qwk: 0.1508
20
+ - Mse: 0.7519
21
+ - Rmse: 0.8671
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0833 | 2 | 2.6752 | -0.0924 | 2.6752 | 1.6356 |
53
+ | No log | 0.1667 | 4 | 1.2579 | 0.0989 | 1.2579 | 1.1216 |
54
+ | No log | 0.25 | 6 | 1.1325 | -0.1021 | 1.1325 | 1.0642 |
55
+ | No log | 0.3333 | 8 | 1.1684 | 0.0275 | 1.1684 | 1.0809 |
56
+ | No log | 0.4167 | 10 | 1.1154 | 0.1243 | 1.1154 | 1.0561 |
57
+ | No log | 0.5 | 12 | 0.7263 | 0.2662 | 0.7263 | 0.8522 |
58
+ | No log | 0.5833 | 14 | 0.8348 | 0.3492 | 0.8348 | 0.9137 |
59
+ | No log | 0.6667 | 16 | 0.7974 | 0.2494 | 0.7974 | 0.8930 |
60
+ | No log | 0.75 | 18 | 0.6558 | 0.0393 | 0.6558 | 0.8098 |
61
+ | No log | 0.8333 | 20 | 0.6777 | 0.1863 | 0.6777 | 0.8232 |
62
+ | No log | 0.9167 | 22 | 0.7596 | 0.3444 | 0.7596 | 0.8716 |
63
+ | No log | 1.0 | 24 | 0.7183 | 0.3312 | 0.7183 | 0.8475 |
64
+ | No log | 1.0833 | 26 | 0.6834 | 0.0898 | 0.6834 | 0.8267 |
65
+ | No log | 1.1667 | 28 | 1.0310 | 0.2081 | 1.0310 | 1.0154 |
66
+ | No log | 1.25 | 30 | 1.2726 | 0.1453 | 1.2726 | 1.1281 |
67
+ | No log | 1.3333 | 32 | 1.1546 | 0.2230 | 1.1546 | 1.0745 |
68
+ | No log | 1.4167 | 34 | 0.8899 | 0.2977 | 0.8899 | 0.9434 |
69
+ | No log | 1.5 | 36 | 0.7192 | 0.0027 | 0.7192 | 0.8481 |
70
+ | No log | 1.5833 | 38 | 0.6673 | 0.0764 | 0.6673 | 0.8169 |
71
+ | No log | 1.6667 | 40 | 0.6878 | 0.1591 | 0.6878 | 0.8293 |
72
+ | No log | 1.75 | 42 | 0.7331 | 0.1608 | 0.7331 | 0.8562 |
73
+ | No log | 1.8333 | 44 | 0.9457 | 0.2964 | 0.9457 | 0.9725 |
74
+ | No log | 1.9167 | 46 | 1.3004 | 0.1232 | 1.3004 | 1.1403 |
75
+ | No log | 2.0 | 48 | 1.5272 | -0.0262 | 1.5272 | 1.2358 |
76
+ | No log | 2.0833 | 50 | 1.5847 | 0.0 | 1.5847 | 1.2588 |
77
+ | No log | 2.1667 | 52 | 1.5528 | 0.0 | 1.5528 | 1.2461 |
78
+ | No log | 2.25 | 54 | 1.4616 | 0.0 | 1.4616 | 1.2090 |
79
+ | No log | 2.3333 | 56 | 1.3014 | -0.0038 | 1.3014 | 1.1408 |
80
+ | No log | 2.4167 | 58 | 1.0898 | 0.3803 | 1.0898 | 1.0440 |
81
+ | No log | 2.5 | 60 | 0.8416 | 0.0905 | 0.8416 | 0.9174 |
82
+ | No log | 2.5833 | 62 | 0.7750 | 0.0255 | 0.7750 | 0.8803 |
83
+ | No log | 2.6667 | 64 | 0.7851 | 0.0618 | 0.7851 | 0.8861 |
84
+ | No log | 2.75 | 66 | 0.7994 | -0.0121 | 0.7994 | 0.8941 |
85
+ | No log | 2.8333 | 68 | 0.8099 | -0.0099 | 0.8099 | 0.8999 |
86
+ | No log | 2.9167 | 70 | 0.8392 | 0.0495 | 0.8392 | 0.9161 |
87
+ | No log | 3.0 | 72 | 0.8769 | 0.0522 | 0.8769 | 0.9365 |
88
+ | No log | 3.0833 | 74 | 0.9188 | 0.0952 | 0.9188 | 0.9586 |
89
+ | No log | 3.1667 | 76 | 0.8849 | 0.1294 | 0.8849 | 0.9407 |
90
+ | No log | 3.25 | 78 | 0.8039 | 0.1218 | 0.8039 | 0.8966 |
91
+ | No log | 3.3333 | 80 | 0.7605 | 0.0748 | 0.7605 | 0.8721 |
92
+ | No log | 3.4167 | 82 | 0.7608 | 0.1500 | 0.7608 | 0.8723 |
93
+ | No log | 3.5 | 84 | 0.8034 | 0.3522 | 0.8034 | 0.8963 |
94
+ | No log | 3.5833 | 86 | 0.7972 | 0.2642 | 0.7972 | 0.8929 |
95
+ | No log | 3.6667 | 88 | 0.8017 | 0.1907 | 0.8017 | 0.8954 |
96
+ | No log | 3.75 | 90 | 0.7838 | 0.1923 | 0.7838 | 0.8853 |
97
+ | No log | 3.8333 | 92 | 0.7804 | 0.2205 | 0.7804 | 0.8834 |
98
+ | No log | 3.9167 | 94 | 0.7448 | 0.1813 | 0.7448 | 0.8630 |
99
+ | No log | 4.0 | 96 | 0.7879 | 0.1135 | 0.7879 | 0.8877 |
100
+ | No log | 4.0833 | 98 | 0.8048 | 0.1569 | 0.8048 | 0.8971 |
101
+ | No log | 4.1667 | 100 | 0.7608 | 0.1813 | 0.7608 | 0.8722 |
102
+ | No log | 4.25 | 102 | 0.7716 | 0.3131 | 0.7716 | 0.8784 |
103
+ | No log | 4.3333 | 104 | 0.9007 | 0.3043 | 0.9007 | 0.9491 |
104
+ | No log | 4.4167 | 106 | 0.7942 | 0.3069 | 0.7942 | 0.8912 |
105
+ | No log | 4.5 | 108 | 0.7290 | 0.2622 | 0.7290 | 0.8538 |
106
+ | No log | 4.5833 | 110 | 0.7815 | 0.3953 | 0.7815 | 0.8840 |
107
+ | No log | 4.6667 | 112 | 0.7481 | 0.3373 | 0.7481 | 0.8649 |
108
+ | No log | 4.75 | 114 | 0.7546 | 0.3443 | 0.7546 | 0.8687 |
109
+ | No log | 4.8333 | 116 | 0.7508 | 0.3443 | 0.7508 | 0.8665 |
110
+ | No log | 4.9167 | 118 | 0.7099 | 0.2072 | 0.7099 | 0.8426 |
111
+ | No log | 5.0 | 120 | 0.7197 | 0.1627 | 0.7197 | 0.8484 |
112
+ | No log | 5.0833 | 122 | 0.7313 | 0.1952 | 0.7313 | 0.8551 |
113
+ | No log | 5.1667 | 124 | 0.7603 | 0.3265 | 0.7603 | 0.8720 |
114
+ | No log | 5.25 | 126 | 0.7497 | 0.2542 | 0.7497 | 0.8658 |
115
+ | No log | 5.3333 | 128 | 0.8322 | 0.3020 | 0.8322 | 0.9123 |
116
+ | No log | 5.4167 | 130 | 0.8271 | 0.3020 | 0.8271 | 0.9095 |
117
+ | No log | 5.5 | 132 | 0.7324 | 0.3060 | 0.7324 | 0.8558 |
118
+ | No log | 5.5833 | 134 | 0.7534 | 0.4081 | 0.7534 | 0.8680 |
119
+ | No log | 5.6667 | 136 | 0.7676 | 0.3936 | 0.7676 | 0.8761 |
120
+ | No log | 5.75 | 138 | 0.7320 | 0.1603 | 0.7320 | 0.8555 |
121
+ | No log | 5.8333 | 140 | 0.8080 | 0.2768 | 0.8080 | 0.8989 |
122
+ | No log | 5.9167 | 142 | 0.9563 | 0.2881 | 0.9563 | 0.9779 |
123
+ | No log | 6.0 | 144 | 0.9928 | 0.2877 | 0.9928 | 0.9964 |
124
+ | No log | 6.0833 | 146 | 0.9628 | 0.2651 | 0.9628 | 0.9812 |
125
+ | No log | 6.1667 | 148 | 0.8572 | 0.3077 | 0.8572 | 0.9258 |
126
+ | No log | 6.25 | 150 | 0.8377 | 0.2825 | 0.8377 | 0.9153 |
127
+ | No log | 6.3333 | 152 | 0.8498 | 0.2642 | 0.8498 | 0.9218 |
128
+ | No log | 6.4167 | 154 | 0.8665 | 0.2948 | 0.8665 | 0.9309 |
129
+ | No log | 6.5 | 156 | 0.8343 | 0.2552 | 0.8343 | 0.9134 |
130
+ | No log | 6.5833 | 158 | 0.7919 | 0.2130 | 0.7919 | 0.8899 |
131
+ | No log | 6.6667 | 160 | 0.7927 | 0.2522 | 0.7927 | 0.8903 |
132
+ | No log | 6.75 | 162 | 0.8281 | 0.2920 | 0.8281 | 0.9100 |
133
+ | No log | 6.8333 | 164 | 0.8623 | 0.2584 | 0.8623 | 0.9286 |
134
+ | No log | 6.9167 | 166 | 0.8231 | 0.2375 | 0.8231 | 0.9072 |
135
+ | No log | 7.0 | 168 | 0.7191 | 0.1558 | 0.7191 | 0.8480 |
136
+ | No log | 7.0833 | 170 | 0.6961 | 0.2270 | 0.6961 | 0.8343 |
137
+ | No log | 7.1667 | 172 | 0.7042 | 0.2419 | 0.7042 | 0.8391 |
138
+ | No log | 7.25 | 174 | 0.7218 | 0.2535 | 0.7218 | 0.8496 |
139
+ | No log | 7.3333 | 176 | 0.7397 | 0.2951 | 0.7397 | 0.8600 |
140
+ | No log | 7.4167 | 178 | 0.6984 | 0.3186 | 0.6984 | 0.8357 |
141
+ | No log | 7.5 | 180 | 0.6579 | 0.3452 | 0.6579 | 0.8111 |
142
+ | No log | 7.5833 | 182 | 0.6570 | 0.3452 | 0.6570 | 0.8105 |
143
+ | No log | 7.6667 | 184 | 0.6757 | 0.3713 | 0.6757 | 0.8220 |
144
+ | No log | 7.75 | 186 | 0.7022 | 0.2193 | 0.7022 | 0.8380 |
145
+ | No log | 7.8333 | 188 | 0.7242 | 0.2193 | 0.7242 | 0.8510 |
146
+ | No log | 7.9167 | 190 | 0.7577 | 0.3817 | 0.7577 | 0.8705 |
147
+ | No log | 8.0 | 192 | 0.8366 | 0.3433 | 0.8366 | 0.9147 |
148
+ | No log | 8.0833 | 194 | 0.7830 | 0.3843 | 0.7830 | 0.8849 |
149
+ | No log | 8.1667 | 196 | 0.6811 | 0.3224 | 0.6811 | 0.8253 |
150
+ | No log | 8.25 | 198 | 0.7076 | 0.3079 | 0.7076 | 0.8412 |
151
+ | No log | 8.3333 | 200 | 0.7426 | 0.3879 | 0.7426 | 0.8618 |
152
+ | No log | 8.4167 | 202 | 0.7087 | 0.3879 | 0.7087 | 0.8418 |
153
+ | No log | 8.5 | 204 | 0.6873 | 0.3656 | 0.6873 | 0.8290 |
154
+ | No log | 8.5833 | 206 | 0.6639 | 0.5538 | 0.6639 | 0.8148 |
155
+ | No log | 8.6667 | 208 | 0.6822 | 0.3656 | 0.6822 | 0.8259 |
156
+ | No log | 8.75 | 210 | 0.6916 | 0.4083 | 0.6916 | 0.8316 |
157
+ | No log | 8.8333 | 212 | 0.6535 | 0.3079 | 0.6535 | 0.8084 |
158
+ | No log | 8.9167 | 214 | 0.6187 | 0.4425 | 0.6187 | 0.7866 |
159
+ | No log | 9.0 | 216 | 0.6227 | 0.3808 | 0.6227 | 0.7891 |
160
+ | No log | 9.0833 | 218 | 0.6256 | 0.3703 | 0.6256 | 0.7910 |
161
+ | No log | 9.1667 | 220 | 0.6281 | 0.3390 | 0.6281 | 0.7926 |
162
+ | No log | 9.25 | 222 | 0.5999 | 0.3970 | 0.5999 | 0.7746 |
163
+ | No log | 9.3333 | 224 | 0.6363 | 0.3843 | 0.6363 | 0.7977 |
164
+ | No log | 9.4167 | 226 | 0.6662 | 0.3843 | 0.6662 | 0.8162 |
165
+ | No log | 9.5 | 228 | 0.6130 | 0.4919 | 0.6130 | 0.7829 |
166
+ | No log | 9.5833 | 230 | 0.6139 | 0.3947 | 0.6139 | 0.7835 |
167
+ | No log | 9.6667 | 232 | 0.7049 | 0.2308 | 0.7049 | 0.8396 |
168
+ | No log | 9.75 | 234 | 0.7595 | 0.2031 | 0.7595 | 0.8715 |
169
+ | No log | 9.8333 | 236 | 0.7090 | 0.2308 | 0.7090 | 0.8420 |
170
+ | No log | 9.9167 | 238 | 0.6469 | 0.2543 | 0.6469 | 0.8043 |
171
+ | No log | 10.0 | 240 | 0.6673 | 0.3296 | 0.6673 | 0.8169 |
172
+ | No log | 10.0833 | 242 | 0.6862 | 0.3817 | 0.6862 | 0.8284 |
173
+ | No log | 10.1667 | 244 | 0.6692 | 0.3041 | 0.6692 | 0.8181 |
174
+ | No log | 10.25 | 246 | 0.6879 | 0.2807 | 0.6879 | 0.8294 |
175
+ | No log | 10.3333 | 248 | 0.7761 | 0.3854 | 0.7761 | 0.8810 |
176
+ | No log | 10.4167 | 250 | 0.7953 | 0.3502 | 0.7953 | 0.8918 |
177
+ | No log | 10.5 | 252 | 0.7579 | 0.3542 | 0.7579 | 0.8706 |
178
+ | No log | 10.5833 | 254 | 0.7136 | 0.2398 | 0.7136 | 0.8447 |
179
+ | No log | 10.6667 | 256 | 0.7272 | 0.2857 | 0.7272 | 0.8527 |
180
+ | No log | 10.75 | 258 | 0.7719 | 0.3775 | 0.7719 | 0.8786 |
181
+ | No log | 10.8333 | 260 | 0.7889 | 0.3548 | 0.7889 | 0.8882 |
182
+ | No log | 10.9167 | 262 | 0.7835 | 0.2689 | 0.7835 | 0.8851 |
183
+ | No log | 11.0 | 264 | 0.7792 | 0.1902 | 0.7792 | 0.8827 |
184
+ | No log | 11.0833 | 266 | 0.7777 | 0.1294 | 0.7777 | 0.8819 |
185
+ | No log | 11.1667 | 268 | 0.7844 | 0.1298 | 0.7844 | 0.8857 |
186
+ | No log | 11.25 | 270 | 0.7902 | 0.1216 | 0.7902 | 0.8890 |
187
+ | No log | 11.3333 | 272 | 0.7862 | 0.1213 | 0.7862 | 0.8867 |
188
+ | No log | 11.4167 | 274 | 0.7741 | 0.0975 | 0.7741 | 0.8798 |
189
+ | No log | 11.5 | 276 | 0.7767 | 0.2085 | 0.7767 | 0.8813 |
190
+ | No log | 11.5833 | 278 | 0.8263 | 0.2375 | 0.8263 | 0.9090 |
191
+ | No log | 11.6667 | 280 | 0.8620 | 0.2914 | 0.8620 | 0.9284 |
192
+ | No log | 11.75 | 282 | 0.8159 | 0.2349 | 0.8159 | 0.9033 |
193
+ | No log | 11.8333 | 284 | 0.7409 | 0.1906 | 0.7409 | 0.8607 |
194
+ | No log | 11.9167 | 286 | 0.7192 | 0.2158 | 0.7192 | 0.8480 |
195
+ | No log | 12.0 | 288 | 0.7312 | 0.3023 | 0.7312 | 0.8551 |
196
+ | No log | 12.0833 | 290 | 0.7344 | 0.3615 | 0.7344 | 0.8570 |
197
+ | No log | 12.1667 | 292 | 0.7127 | 0.2877 | 0.7127 | 0.8442 |
198
+ | No log | 12.25 | 294 | 0.7242 | 0.3363 | 0.7242 | 0.8510 |
199
+ | No log | 12.3333 | 296 | 0.8015 | 0.2391 | 0.8015 | 0.8953 |
200
+ | No log | 12.4167 | 298 | 0.8360 | 0.2324 | 0.8360 | 0.9143 |
201
+ | No log | 12.5 | 300 | 0.7902 | 0.2391 | 0.7902 | 0.8889 |
202
+ | No log | 12.5833 | 302 | 0.7346 | 0.2746 | 0.7346 | 0.8571 |
203
+ | No log | 12.6667 | 304 | 0.7110 | 0.3523 | 0.7110 | 0.8432 |
204
+ | No log | 12.75 | 306 | 0.7031 | 0.3575 | 0.7031 | 0.8385 |
205
+ | No log | 12.8333 | 308 | 0.7042 | 0.2572 | 0.7042 | 0.8392 |
206
+ | No log | 12.9167 | 310 | 0.7109 | 0.1846 | 0.7109 | 0.8432 |
207
+ | No log | 13.0 | 312 | 0.7192 | 0.1829 | 0.7192 | 0.8480 |
208
+ | No log | 13.0833 | 314 | 0.7286 | 0.1489 | 0.7286 | 0.8536 |
209
+ | No log | 13.1667 | 316 | 0.7365 | 0.1867 | 0.7365 | 0.8582 |
210
+ | No log | 13.25 | 318 | 0.7397 | 0.1867 | 0.7397 | 0.8601 |
211
+ | No log | 13.3333 | 320 | 0.7440 | 0.1850 | 0.7440 | 0.8626 |
212
+ | No log | 13.4167 | 322 | 0.7483 | 0.1393 | 0.7483 | 0.8650 |
213
+ | No log | 13.5 | 324 | 0.7552 | 0.1303 | 0.7552 | 0.8690 |
214
+ | No log | 13.5833 | 326 | 0.7688 | 0.1587 | 0.7688 | 0.8768 |
215
+ | No log | 13.6667 | 328 | 0.7871 | 0.2589 | 0.7871 | 0.8872 |
216
+ | No log | 13.75 | 330 | 0.7848 | 0.2817 | 0.7848 | 0.8859 |
217
+ | No log | 13.8333 | 332 | 0.7631 | 0.2589 | 0.7631 | 0.8735 |
218
+ | No log | 13.9167 | 334 | 0.7443 | 0.1918 | 0.7443 | 0.8627 |
219
+ | No log | 14.0 | 336 | 0.7412 | 0.1598 | 0.7412 | 0.8610 |
220
+ | No log | 14.0833 | 338 | 0.7414 | 0.2621 | 0.7414 | 0.8610 |
221
+ | No log | 14.1667 | 340 | 0.7432 | 0.3355 | 0.7432 | 0.8621 |
222
+ | No log | 14.25 | 342 | 0.7263 | 0.3088 | 0.7263 | 0.8523 |
223
+ | No log | 14.3333 | 344 | 0.7103 | 0.1797 | 0.7103 | 0.8428 |
224
+ | No log | 14.4167 | 346 | 0.7253 | 0.2933 | 0.7253 | 0.8517 |
225
+ | No log | 14.5 | 348 | 0.7284 | 0.3243 | 0.7284 | 0.8534 |
226
+ | No log | 14.5833 | 350 | 0.7133 | 0.2933 | 0.7133 | 0.8446 |
227
+ | No log | 14.6667 | 352 | 0.6955 | 0.2513 | 0.6955 | 0.8340 |
228
+ | No log | 14.75 | 354 | 0.6879 | 0.1813 | 0.6879 | 0.8294 |
229
+ | No log | 14.8333 | 356 | 0.6863 | 0.1813 | 0.6863 | 0.8284 |
230
+ | No log | 14.9167 | 358 | 0.6923 | 0.1846 | 0.6923 | 0.8320 |
231
+ | No log | 15.0 | 360 | 0.7028 | 0.2243 | 0.7028 | 0.8383 |
232
+ | No log | 15.0833 | 362 | 0.7297 | 0.2718 | 0.7297 | 0.8543 |
233
+ | No log | 15.1667 | 364 | 0.7584 | 0.2652 | 0.7584 | 0.8709 |
234
+ | No log | 15.25 | 366 | 0.7531 | 0.2718 | 0.7531 | 0.8678 |
235
+ | No log | 15.3333 | 368 | 0.7307 | 0.1050 | 0.7307 | 0.8548 |
236
+ | No log | 15.4167 | 370 | 0.7251 | 0.1604 | 0.7251 | 0.8515 |
237
+ | No log | 15.5 | 372 | 0.7437 | 0.1942 | 0.7437 | 0.8624 |
238
+ | No log | 15.5833 | 374 | 0.7771 | 0.2341 | 0.7771 | 0.8815 |
239
+ | No log | 15.6667 | 376 | 0.7705 | 0.2933 | 0.7705 | 0.8778 |
240
+ | No log | 15.75 | 378 | 0.7547 | 0.2933 | 0.7547 | 0.8687 |
241
+ | No log | 15.8333 | 380 | 0.7446 | 0.1854 | 0.7446 | 0.8629 |
242
+ | No log | 15.9167 | 382 | 0.7523 | 0.2610 | 0.7523 | 0.8673 |
243
+ | No log | 16.0 | 384 | 0.7770 | 0.1959 | 0.7770 | 0.8815 |
244
+ | No log | 16.0833 | 386 | 0.7861 | 0.2612 | 0.7861 | 0.8866 |
245
+ | No log | 16.1667 | 388 | 0.7722 | 0.1889 | 0.7722 | 0.8787 |
246
+ | No log | 16.25 | 390 | 0.7636 | 0.1867 | 0.7636 | 0.8739 |
247
+ | No log | 16.3333 | 392 | 0.7699 | 0.1347 | 0.7699 | 0.8774 |
248
+ | No log | 16.4167 | 394 | 0.7642 | 0.1347 | 0.7642 | 0.8742 |
249
+ | No log | 16.5 | 396 | 0.7568 | 0.1867 | 0.7568 | 0.8699 |
250
+ | No log | 16.5833 | 398 | 0.7736 | 0.1132 | 0.7736 | 0.8796 |
251
+ | No log | 16.6667 | 400 | 0.8033 | 0.1889 | 0.8033 | 0.8963 |
252
+ | No log | 16.75 | 402 | 0.8022 | 0.1889 | 0.8022 | 0.8957 |
253
+ | No log | 16.8333 | 404 | 0.7788 | 0.1538 | 0.7788 | 0.8825 |
254
+ | No log | 16.9167 | 406 | 0.7465 | 0.1136 | 0.7465 | 0.8640 |
255
+ | No log | 17.0 | 408 | 0.7317 | 0.1790 | 0.7317 | 0.8554 |
256
+ | No log | 17.0833 | 410 | 0.7332 | 0.1807 | 0.7332 | 0.8563 |
257
+ | No log | 17.1667 | 412 | 0.7367 | 0.2145 | 0.7367 | 0.8583 |
258
+ | No log | 17.25 | 414 | 0.7290 | 0.2145 | 0.7290 | 0.8538 |
259
+ | No log | 17.3333 | 416 | 0.7228 | 0.1138 | 0.7228 | 0.8502 |
260
+ | No log | 17.4167 | 418 | 0.7187 | 0.0771 | 0.7187 | 0.8478 |
261
+ | No log | 17.5 | 420 | 0.7161 | 0.0778 | 0.7161 | 0.8462 |
262
+ | No log | 17.5833 | 422 | 0.7158 | 0.0778 | 0.7158 | 0.8461 |
263
+ | No log | 17.6667 | 424 | 0.7157 | 0.0778 | 0.7157 | 0.8460 |
264
+ | No log | 17.75 | 426 | 0.7205 | 0.0778 | 0.7205 | 0.8488 |
265
+ | No log | 17.8333 | 428 | 0.7200 | 0.0778 | 0.7200 | 0.8485 |
266
+ | No log | 17.9167 | 430 | 0.7188 | 0.0778 | 0.7188 | 0.8478 |
267
+ | No log | 18.0 | 432 | 0.7173 | 0.0778 | 0.7173 | 0.8469 |
268
+ | No log | 18.0833 | 434 | 0.7140 | 0.0778 | 0.7140 | 0.8450 |
269
+ | No log | 18.1667 | 436 | 0.7109 | 0.0408 | 0.7109 | 0.8432 |
270
+ | No log | 18.25 | 438 | 0.7096 | 0.0393 | 0.7096 | 0.8424 |
271
+ | No log | 18.3333 | 440 | 0.7160 | 0.1136 | 0.7160 | 0.8462 |
272
+ | No log | 18.4167 | 442 | 0.7284 | 0.1440 | 0.7284 | 0.8535 |
273
+ | No log | 18.5 | 444 | 0.7288 | 0.1440 | 0.7288 | 0.8537 |
274
+ | No log | 18.5833 | 446 | 0.7203 | 0.1136 | 0.7203 | 0.8487 |
275
+ | No log | 18.6667 | 448 | 0.7136 | 0.0851 | 0.7136 | 0.8447 |
276
+ | No log | 18.75 | 450 | 0.7209 | 0.0851 | 0.7209 | 0.8491 |
277
+ | No log | 18.8333 | 452 | 0.7278 | 0.0851 | 0.7278 | 0.8531 |
278
+ | No log | 18.9167 | 454 | 0.7360 | 0.1591 | 0.7360 | 0.8579 |
279
+ | No log | 19.0 | 456 | 0.7448 | 0.1591 | 0.7448 | 0.8630 |
280
+ | No log | 19.0833 | 458 | 0.7671 | 0.1807 | 0.7671 | 0.8758 |
281
+ | No log | 19.1667 | 460 | 0.7753 | 0.1807 | 0.7753 | 0.8805 |
282
+ | No log | 19.25 | 462 | 0.7715 | 0.1807 | 0.7715 | 0.8784 |
283
+ | No log | 19.3333 | 464 | 0.7526 | 0.1448 | 0.7526 | 0.8675 |
284
+ | No log | 19.4167 | 466 | 0.7425 | 0.1138 | 0.7425 | 0.8617 |
285
+ | No log | 19.5 | 468 | 0.7338 | 0.1138 | 0.7338 | 0.8566 |
286
+ | No log | 19.5833 | 470 | 0.7251 | 0.1135 | 0.7251 | 0.8515 |
287
+ | No log | 19.6667 | 472 | 0.7297 | 0.1597 | 0.7297 | 0.8542 |
288
+ | No log | 19.75 | 474 | 0.7355 | 0.1597 | 0.7355 | 0.8576 |
289
+ | No log | 19.8333 | 476 | 0.7320 | 0.1597 | 0.7320 | 0.8556 |
290
+ | No log | 19.9167 | 478 | 0.7287 | 0.1539 | 0.7287 | 0.8536 |
291
+ | No log | 20.0 | 480 | 0.7258 | 0.1138 | 0.7258 | 0.8519 |
292
+ | No log | 20.0833 | 482 | 0.7266 | 0.1138 | 0.7266 | 0.8524 |
293
+ | No log | 20.1667 | 484 | 0.7279 | 0.1138 | 0.7279 | 0.8532 |
294
+ | No log | 20.25 | 486 | 0.7258 | 0.1138 | 0.7258 | 0.8519 |
295
+ | No log | 20.3333 | 488 | 0.7158 | 0.1138 | 0.7158 | 0.8461 |
296
+ | No log | 20.4167 | 490 | 0.7153 | 0.1138 | 0.7153 | 0.8458 |
297
+ | No log | 20.5 | 492 | 0.7215 | 0.1138 | 0.7215 | 0.8494 |
298
+ | No log | 20.5833 | 494 | 0.7214 | 0.1529 | 0.7214 | 0.8494 |
299
+ | No log | 20.6667 | 496 | 0.7208 | 0.1529 | 0.7208 | 0.8490 |
300
+ | No log | 20.75 | 498 | 0.7254 | 0.1529 | 0.7254 | 0.8517 |
301
+ | 0.2801 | 20.8333 | 500 | 0.7287 | 0.1529 | 0.7287 | 0.8536 |
302
+ | 0.2801 | 20.9167 | 502 | 0.7321 | 0.1138 | 0.7321 | 0.8556 |
303
+ | 0.2801 | 21.0 | 504 | 0.7386 | 0.1138 | 0.7386 | 0.8594 |
304
+ | 0.2801 | 21.0833 | 506 | 0.7388 | 0.1138 | 0.7388 | 0.8596 |
305
+ | 0.2801 | 21.1667 | 508 | 0.7371 | 0.1138 | 0.7371 | 0.8586 |
306
+ | 0.2801 | 21.25 | 510 | 0.7361 | 0.1539 | 0.7361 | 0.8580 |
307
+ | 0.2801 | 21.3333 | 512 | 0.7328 | 0.1539 | 0.7328 | 0.8560 |
308
+ | 0.2801 | 21.4167 | 514 | 0.7269 | 0.1176 | 0.7269 | 0.8526 |
309
+ | 0.2801 | 21.5 | 516 | 0.7224 | 0.1174 | 0.7224 | 0.8499 |
310
+ | 0.2801 | 21.5833 | 518 | 0.7213 | 0.1979 | 0.7213 | 0.8493 |
311
+ | 0.2801 | 21.6667 | 520 | 0.7136 | 0.1548 | 0.7136 | 0.8448 |
312
+ | 0.2801 | 21.75 | 522 | 0.7118 | 0.2254 | 0.7118 | 0.8437 |
313
+ | 0.2801 | 21.8333 | 524 | 0.7067 | 0.2254 | 0.7067 | 0.8407 |
314
+ | 0.2801 | 21.9167 | 526 | 0.7024 | 0.1221 | 0.7024 | 0.8381 |
315
+ | 0.2801 | 22.0 | 528 | 0.7134 | 0.1647 | 0.7134 | 0.8446 |
316
+ | 0.2801 | 22.0833 | 530 | 0.7093 | 0.1647 | 0.7093 | 0.8422 |
317
+ | 0.2801 | 22.1667 | 532 | 0.6953 | 0.1277 | 0.6953 | 0.8338 |
318
+ | 0.2801 | 22.25 | 534 | 0.6953 | 0.0764 | 0.6953 | 0.8338 |
319
+ | 0.2801 | 22.3333 | 536 | 0.7239 | 0.1903 | 0.7239 | 0.8508 |
320
+ | 0.2801 | 22.4167 | 538 | 0.7487 | 0.2121 | 0.7487 | 0.8653 |
321
+ | 0.2801 | 22.5 | 540 | 0.7530 | 0.2121 | 0.7530 | 0.8678 |
322
+ | 0.2801 | 22.5833 | 542 | 0.7420 | 0.1448 | 0.7420 | 0.8614 |
323
+ | 0.2801 | 22.6667 | 544 | 0.7220 | 0.1903 | 0.7220 | 0.8497 |
324
+ | 0.2801 | 22.75 | 546 | 0.7175 | 0.1224 | 0.7175 | 0.8470 |
325
+ | 0.2801 | 22.8333 | 548 | 0.7406 | 0.1259 | 0.7406 | 0.8606 |
326
+ | 0.2801 | 22.9167 | 550 | 0.7504 | 0.1259 | 0.7504 | 0.8662 |
327
+ | 0.2801 | 23.0 | 552 | 0.7470 | 0.1228 | 0.7470 | 0.8643 |
328
+ | 0.2801 | 23.0833 | 554 | 0.7504 | 0.1604 | 0.7504 | 0.8663 |
329
+ | 0.2801 | 23.1667 | 556 | 0.7617 | 0.1448 | 0.7617 | 0.8727 |
330
+ | 0.2801 | 23.25 | 558 | 0.7648 | 0.2085 | 0.7648 | 0.8745 |
331
+ | 0.2801 | 23.3333 | 560 | 0.7666 | 0.2950 | 0.7666 | 0.8756 |
332
+ | 0.2801 | 23.4167 | 562 | 0.7545 | 0.2345 | 0.7545 | 0.8686 |
333
+ | 0.2801 | 23.5 | 564 | 0.7500 | 0.2441 | 0.7500 | 0.8661 |
334
+ | 0.2801 | 23.5833 | 566 | 0.7563 | 0.1138 | 0.7563 | 0.8697 |
335
+ | 0.2801 | 23.6667 | 568 | 0.7582 | 0.1996 | 0.7582 | 0.8707 |
336
+ | 0.2801 | 23.75 | 570 | 0.7661 | 0.1959 | 0.7661 | 0.8752 |
337
+ | 0.2801 | 23.8333 | 572 | 0.7502 | 0.1996 | 0.7502 | 0.8661 |
338
+ | 0.2801 | 23.9167 | 574 | 0.7303 | 0.1960 | 0.7303 | 0.8546 |
339
+ | 0.2801 | 24.0 | 576 | 0.7276 | 0.0778 | 0.7276 | 0.8530 |
340
+ | 0.2801 | 24.0833 | 578 | 0.7472 | 0.1138 | 0.7472 | 0.8644 |
341
+ | 0.2801 | 24.1667 | 580 | 0.7792 | 0.1807 | 0.7792 | 0.8827 |
342
+ | 0.2801 | 24.25 | 582 | 0.7957 | 0.0888 | 0.7957 | 0.8920 |
343
+ | 0.2801 | 24.3333 | 584 | 0.7834 | 0.1359 | 0.7834 | 0.8851 |
344
+ | 0.2801 | 24.4167 | 586 | 0.7619 | 0.1846 | 0.7619 | 0.8729 |
345
+ | 0.2801 | 24.5 | 588 | 0.7475 | 0.1138 | 0.7475 | 0.8646 |
346
+ | 0.2801 | 24.5833 | 590 | 0.7546 | 0.1221 | 0.7546 | 0.8687 |
347
+ | 0.2801 | 24.6667 | 592 | 0.7701 | 0.2308 | 0.7701 | 0.8775 |
348
+ | 0.2801 | 24.75 | 594 | 0.7817 | 0.2341 | 0.7817 | 0.8841 |
349
+ | 0.2801 | 24.8333 | 596 | 0.7740 | 0.2341 | 0.7740 | 0.8798 |
350
+ | 0.2801 | 24.9167 | 598 | 0.7689 | 0.2015 | 0.7689 | 0.8769 |
351
+ | 0.2801 | 25.0 | 600 | 0.7676 | 0.1267 | 0.7676 | 0.8762 |
352
+ | 0.2801 | 25.0833 | 602 | 0.7555 | 0.0851 | 0.7555 | 0.8692 |
353
+ | 0.2801 | 25.1667 | 604 | 0.7481 | 0.0846 | 0.7481 | 0.8650 |
354
+ | 0.2801 | 25.25 | 606 | 0.7459 | 0.1236 | 0.7459 | 0.8637 |
355
+ | 0.2801 | 25.3333 | 608 | 0.7519 | 0.1508 | 0.7519 | 0.8671 |
356
 
357
 
358
  ### Framework versions