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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k4_task7_organization

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  1. README.md +295 -261
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -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 +49,295 @@ 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 |
202
- | 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 |
208
- | 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 |
214
- | 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 |
221
- | 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 |
225
- | 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 |
230
- | 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 |
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- | 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_k3_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_k3_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: 0.4413
19
+ - Qwk: 0.5600
20
+ - Mse: 0.4413
21
+ - Rmse: 0.6643
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1333 | 2 | 2.4893 | -0.0788 | 2.4893 | 1.5778 |
53
+ | No log | 0.2667 | 4 | 1.1296 | 0.0983 | 1.1296 | 1.0628 |
54
+ | No log | 0.4 | 6 | 0.7618 | 0.0937 | 0.7618 | 0.8728 |
55
+ | No log | 0.5333 | 8 | 0.8008 | 0.2574 | 0.8008 | 0.8949 |
56
+ | No log | 0.6667 | 10 | 0.8432 | 0.2756 | 0.8432 | 0.9183 |
57
+ | No log | 0.8 | 12 | 0.9972 | 0.2589 | 0.9972 | 0.9986 |
58
+ | No log | 0.9333 | 14 | 0.8926 | 0.2703 | 0.8926 | 0.9448 |
59
+ | No log | 1.0667 | 16 | 0.6849 | 0.1646 | 0.6849 | 0.8276 |
60
+ | No log | 1.2 | 18 | 0.7589 | 0.2804 | 0.7589 | 0.8711 |
61
+ | No log | 1.3333 | 20 | 0.9308 | 0.3347 | 0.9308 | 0.9648 |
62
+ | No log | 1.4667 | 22 | 0.8305 | 0.4088 | 0.8305 | 0.9113 |
63
+ | No log | 1.6 | 24 | 0.5339 | 0.4634 | 0.5339 | 0.7307 |
64
+ | No log | 1.7333 | 26 | 0.7801 | 0.3716 | 0.7801 | 0.8832 |
65
+ | No log | 1.8667 | 28 | 0.7159 | 0.4367 | 0.7159 | 0.8461 |
66
+ | No log | 2.0 | 30 | 0.5663 | 0.4337 | 0.5663 | 0.7525 |
67
+ | No log | 2.1333 | 32 | 0.6322 | 0.4412 | 0.6322 | 0.7951 |
68
+ | No log | 2.2667 | 34 | 1.2334 | 0.1678 | 1.2334 | 1.1106 |
69
+ | No log | 2.4 | 36 | 1.4639 | 0.0595 | 1.4639 | 1.2099 |
70
+ | No log | 2.5333 | 38 | 1.3420 | 0.1005 | 1.3420 | 1.1585 |
71
+ | No log | 2.6667 | 40 | 0.9122 | 0.2627 | 0.9122 | 0.9551 |
72
+ | No log | 2.8 | 42 | 0.5432 | 0.4229 | 0.5432 | 0.7370 |
73
+ | No log | 2.9333 | 44 | 0.7369 | 0.3739 | 0.7369 | 0.8584 |
74
+ | No log | 3.0667 | 46 | 0.7417 | 0.3676 | 0.7417 | 0.8612 |
75
+ | No log | 3.2 | 48 | 0.6526 | 0.3409 | 0.6526 | 0.8078 |
76
+ | No log | 3.3333 | 50 | 0.6735 | 0.3347 | 0.6735 | 0.8207 |
77
+ | No log | 3.4667 | 52 | 0.5685 | 0.4816 | 0.5685 | 0.7540 |
78
+ | No log | 3.6 | 54 | 0.5725 | 0.4452 | 0.5725 | 0.7567 |
79
+ | No log | 3.7333 | 56 | 0.6759 | 0.4416 | 0.6759 | 0.8221 |
80
+ | No log | 3.8667 | 58 | 0.6871 | 0.4357 | 0.6871 | 0.8289 |
81
+ | No log | 4.0 | 60 | 0.7039 | 0.4609 | 0.7039 | 0.8390 |
82
+ | No log | 4.1333 | 62 | 0.6321 | 0.3931 | 0.6321 | 0.7950 |
83
+ | No log | 4.2667 | 64 | 0.5901 | 0.3643 | 0.5901 | 0.7682 |
84
+ | No log | 4.4 | 66 | 0.5859 | 0.3693 | 0.5859 | 0.7655 |
85
+ | No log | 4.5333 | 68 | 0.5420 | 0.3719 | 0.5420 | 0.7362 |
86
+ | No log | 4.6667 | 70 | 0.5090 | 0.3585 | 0.5090 | 0.7134 |
87
+ | No log | 4.8 | 72 | 0.5506 | 0.5498 | 0.5506 | 0.7420 |
88
+ | No log | 4.9333 | 74 | 0.5614 | 0.5252 | 0.5614 | 0.7493 |
89
+ | No log | 5.0667 | 76 | 0.5362 | 0.5736 | 0.5362 | 0.7323 |
90
+ | No log | 5.2 | 78 | 0.5137 | 0.4726 | 0.5137 | 0.7167 |
91
+ | No log | 5.3333 | 80 | 0.5774 | 0.4394 | 0.5774 | 0.7599 |
92
+ | No log | 5.4667 | 82 | 0.6445 | 0.3926 | 0.6445 | 0.8028 |
93
+ | No log | 5.6 | 84 | 0.5842 | 0.4306 | 0.5842 | 0.7644 |
94
+ | No log | 5.7333 | 86 | 0.5351 | 0.4026 | 0.5351 | 0.7315 |
95
+ | No log | 5.8667 | 88 | 0.5043 | 0.5250 | 0.5043 | 0.7102 |
96
+ | No log | 6.0 | 90 | 0.4918 | 0.5687 | 0.4918 | 0.7013 |
97
+ | No log | 6.1333 | 92 | 0.4790 | 0.4991 | 0.4790 | 0.6921 |
98
+ | No log | 6.2667 | 94 | 0.6282 | 0.5232 | 0.6282 | 0.7926 |
99
+ | No log | 6.4 | 96 | 0.9231 | 0.3444 | 0.9231 | 0.9608 |
100
+ | No log | 6.5333 | 98 | 0.8470 | 0.3766 | 0.8470 | 0.9203 |
101
+ | No log | 6.6667 | 100 | 0.5479 | 0.5614 | 0.5479 | 0.7402 |
102
+ | No log | 6.8 | 102 | 0.4910 | 0.5587 | 0.4910 | 0.7007 |
103
+ | No log | 6.9333 | 104 | 0.4702 | 0.5373 | 0.4702 | 0.6857 |
104
+ | No log | 7.0667 | 106 | 0.5109 | 0.5422 | 0.5109 | 0.7148 |
105
+ | No log | 7.2 | 108 | 0.5011 | 0.5736 | 0.5011 | 0.7079 |
106
+ | No log | 7.3333 | 110 | 0.4858 | 0.5860 | 0.4858 | 0.6970 |
107
+ | No log | 7.4667 | 112 | 0.5279 | 0.6188 | 0.5279 | 0.7265 |
108
+ | No log | 7.6 | 114 | 0.5384 | 0.6175 | 0.5384 | 0.7338 |
109
+ | No log | 7.7333 | 116 | 0.4780 | 0.5936 | 0.4780 | 0.6914 |
110
+ | No log | 7.8667 | 118 | 0.5510 | 0.5997 | 0.5510 | 0.7423 |
111
+ | No log | 8.0 | 120 | 0.5578 | 0.6193 | 0.5578 | 0.7469 |
112
+ | No log | 8.1333 | 122 | 0.5507 | 0.6261 | 0.5507 | 0.7421 |
113
+ | No log | 8.2667 | 124 | 0.4937 | 0.6251 | 0.4937 | 0.7026 |
114
+ | No log | 8.4 | 126 | 0.4615 | 0.6706 | 0.4615 | 0.6793 |
115
+ | No log | 8.5333 | 128 | 0.4625 | 0.6263 | 0.4625 | 0.6801 |
116
+ | No log | 8.6667 | 130 | 0.4477 | 0.5687 | 0.4477 | 0.6691 |
117
+ | No log | 8.8 | 132 | 0.4949 | 0.5855 | 0.4949 | 0.7035 |
118
+ | No log | 8.9333 | 134 | 0.4394 | 0.6053 | 0.4394 | 0.6629 |
119
+ | No log | 9.0667 | 136 | 0.4708 | 0.5845 | 0.4708 | 0.6861 |
120
+ | No log | 9.2 | 138 | 0.4438 | 0.6032 | 0.4438 | 0.6662 |
121
+ | No log | 9.3333 | 140 | 0.4421 | 0.5985 | 0.4421 | 0.6649 |
122
+ | No log | 9.4667 | 142 | 0.4319 | 0.5985 | 0.4319 | 0.6572 |
123
+ | No log | 9.6 | 144 | 0.4474 | 0.6210 | 0.4474 | 0.6689 |
124
+ | No log | 9.7333 | 146 | 0.4946 | 0.5445 | 0.4946 | 0.7033 |
125
+ | No log | 9.8667 | 148 | 0.4720 | 0.5933 | 0.4720 | 0.6870 |
126
+ | No log | 10.0 | 150 | 0.4345 | 0.6402 | 0.4345 | 0.6592 |
127
+ | No log | 10.1333 | 152 | 0.4201 | 0.6530 | 0.4201 | 0.6481 |
128
+ | No log | 10.2667 | 154 | 0.4693 | 0.6518 | 0.4693 | 0.6851 |
129
+ | No log | 10.4 | 156 | 0.4885 | 0.6776 | 0.4885 | 0.6989 |
130
+ | No log | 10.5333 | 158 | 0.4255 | 0.5874 | 0.4255 | 0.6523 |
131
+ | No log | 10.6667 | 160 | 0.4609 | 0.5933 | 0.4609 | 0.6789 |
132
+ | No log | 10.8 | 162 | 0.5106 | 0.5794 | 0.5106 | 0.7146 |
133
+ | No log | 10.9333 | 164 | 0.4803 | 0.5983 | 0.4803 | 0.6930 |
134
+ | No log | 11.0667 | 166 | 0.4433 | 0.6096 | 0.4433 | 0.6658 |
135
+ | No log | 11.2 | 168 | 0.4615 | 0.6617 | 0.4615 | 0.6793 |
136
+ | No log | 11.3333 | 170 | 0.4699 | 0.6427 | 0.4699 | 0.6855 |
137
+ | No log | 11.4667 | 172 | 0.5215 | 0.6065 | 0.5215 | 0.7221 |
138
+ | No log | 11.6 | 174 | 0.6588 | 0.5529 | 0.6588 | 0.8117 |
139
+ | No log | 11.7333 | 176 | 0.6293 | 0.5455 | 0.6293 | 0.7933 |
140
+ | No log | 11.8667 | 178 | 0.4712 | 0.6257 | 0.4712 | 0.6864 |
141
+ | No log | 12.0 | 180 | 0.4503 | 0.6108 | 0.4503 | 0.6710 |
142
+ | No log | 12.1333 | 182 | 0.4459 | 0.6078 | 0.4459 | 0.6677 |
143
+ | No log | 12.2667 | 184 | 0.4488 | 0.5463 | 0.4488 | 0.6700 |
144
+ | No log | 12.4 | 186 | 0.4967 | 0.5718 | 0.4967 | 0.7048 |
145
+ | No log | 12.5333 | 188 | 0.4625 | 0.5555 | 0.4625 | 0.6801 |
146
+ | No log | 12.6667 | 190 | 0.4730 | 0.6227 | 0.4730 | 0.6877 |
147
+ | No log | 12.8 | 192 | 0.6376 | 0.5649 | 0.6376 | 0.7985 |
148
+ | No log | 12.9333 | 194 | 0.6764 | 0.5337 | 0.6764 | 0.8224 |
149
+ | No log | 13.0667 | 196 | 0.5694 | 0.5803 | 0.5694 | 0.7546 |
150
+ | No log | 13.2 | 198 | 0.4467 | 0.6039 | 0.4467 | 0.6684 |
151
+ | No log | 13.3333 | 200 | 0.5406 | 0.5378 | 0.5406 | 0.7353 |
152
+ | No log | 13.4667 | 202 | 0.5622 | 0.5581 | 0.5622 | 0.7498 |
153
+ | No log | 13.6 | 204 | 0.4747 | 0.5195 | 0.4747 | 0.6890 |
154
+ | No log | 13.7333 | 206 | 0.4566 | 0.5951 | 0.4566 | 0.6757 |
155
+ | No log | 13.8667 | 208 | 0.5460 | 0.6314 | 0.5460 | 0.7389 |
156
+ | No log | 14.0 | 210 | 0.5615 | 0.6322 | 0.5615 | 0.7493 |
157
+ | No log | 14.1333 | 212 | 0.4699 | 0.6702 | 0.4699 | 0.6855 |
158
+ | No log | 14.2667 | 214 | 0.4474 | 0.6515 | 0.4474 | 0.6689 |
159
+ | No log | 14.4 | 216 | 0.4885 | 0.5970 | 0.4885 | 0.6990 |
160
+ | No log | 14.5333 | 218 | 0.4522 | 0.5765 | 0.4522 | 0.6724 |
161
+ | No log | 14.6667 | 220 | 0.4369 | 0.6634 | 0.4369 | 0.6610 |
162
+ | No log | 14.8 | 222 | 0.4500 | 0.6620 | 0.4500 | 0.6708 |
163
+ | No log | 14.9333 | 224 | 0.4510 | 0.6463 | 0.4510 | 0.6716 |
164
+ | No log | 15.0667 | 226 | 0.4855 | 0.6702 | 0.4855 | 0.6968 |
165
+ | No log | 15.2 | 228 | 0.5654 | 0.5696 | 0.5654 | 0.7520 |
166
+ | No log | 15.3333 | 230 | 0.6014 | 0.5373 | 0.6014 | 0.7755 |
167
+ | No log | 15.4667 | 232 | 0.5358 | 0.6104 | 0.5358 | 0.7320 |
168
+ | No log | 15.6 | 234 | 0.5137 | 0.6454 | 0.5137 | 0.7167 |
169
+ | No log | 15.7333 | 236 | 0.5531 | 0.5922 | 0.5531 | 0.7437 |
170
+ | No log | 15.8667 | 238 | 0.5553 | 0.5922 | 0.5553 | 0.7452 |
171
+ | No log | 16.0 | 240 | 0.5005 | 0.6454 | 0.5005 | 0.7075 |
172
+ | No log | 16.1333 | 242 | 0.5334 | 0.5735 | 0.5334 | 0.7304 |
173
+ | No log | 16.2667 | 244 | 0.5181 | 0.6547 | 0.5181 | 0.7198 |
174
+ | No log | 16.4 | 246 | 0.4435 | 0.6692 | 0.4435 | 0.6660 |
175
+ | No log | 16.5333 | 248 | 0.4263 | 0.6310 | 0.4263 | 0.6529 |
176
+ | No log | 16.6667 | 250 | 0.4129 | 0.6310 | 0.4129 | 0.6426 |
177
+ | No log | 16.8 | 252 | 0.4111 | 0.6101 | 0.4111 | 0.6412 |
178
+ | No log | 16.9333 | 254 | 0.4474 | 0.5811 | 0.4474 | 0.6689 |
179
+ | No log | 17.0667 | 256 | 0.4625 | 0.5811 | 0.4625 | 0.6801 |
180
+ | No log | 17.2 | 258 | 0.4369 | 0.5736 | 0.4369 | 0.6610 |
181
+ | No log | 17.3333 | 260 | 0.4422 | 0.5736 | 0.4422 | 0.6650 |
182
+ | No log | 17.4667 | 262 | 0.4656 | 0.6235 | 0.4656 | 0.6823 |
183
+ | No log | 17.6 | 264 | 0.5309 | 0.5975 | 0.5309 | 0.7286 |
184
+ | No log | 17.7333 | 266 | 0.5659 | 0.5749 | 0.5659 | 0.7522 |
185
+ | No log | 17.8667 | 268 | 0.4982 | 0.5512 | 0.4982 | 0.7058 |
186
+ | No log | 18.0 | 270 | 0.4494 | 0.6198 | 0.4494 | 0.6704 |
187
+ | No log | 18.1333 | 272 | 0.4691 | 0.5970 | 0.4691 | 0.6849 |
188
+ | No log | 18.2667 | 274 | 0.4571 | 0.5227 | 0.4571 | 0.6761 |
189
+ | No log | 18.4 | 276 | 0.4976 | 0.5373 | 0.4976 | 0.7054 |
190
+ | No log | 18.5333 | 278 | 0.5499 | 0.5083 | 0.5499 | 0.7416 |
191
+ | No log | 18.6667 | 280 | 0.5111 | 0.5373 | 0.5111 | 0.7149 |
192
+ | No log | 18.8 | 282 | 0.4672 | 0.5939 | 0.4672 | 0.6835 |
193
+ | No log | 18.9333 | 284 | 0.4794 | 0.6314 | 0.4794 | 0.6924 |
194
+ | No log | 19.0667 | 286 | 0.4826 | 0.6148 | 0.4826 | 0.6947 |
195
+ | No log | 19.2 | 288 | 0.4843 | 0.6235 | 0.4843 | 0.6959 |
196
+ | No log | 19.3333 | 290 | 0.4938 | 0.6158 | 0.4938 | 0.7027 |
197
+ | No log | 19.4667 | 292 | 0.4814 | 0.6222 | 0.4814 | 0.6938 |
198
+ | No log | 19.6 | 294 | 0.4702 | 0.6310 | 0.4702 | 0.6857 |
199
+ | No log | 19.7333 | 296 | 0.4615 | 0.5840 | 0.4615 | 0.6793 |
200
+ | No log | 19.8667 | 298 | 0.4630 | 0.5840 | 0.4630 | 0.6804 |
201
+ | No log | 20.0 | 300 | 0.4441 | 0.6105 | 0.4441 | 0.6664 |
202
+ | No log | 20.1333 | 302 | 0.4699 | 0.5495 | 0.4699 | 0.6855 |
203
+ | No log | 20.2667 | 304 | 0.4963 | 0.5587 | 0.4963 | 0.7045 |
204
+ | No log | 20.4 | 306 | 0.4825 | 0.5587 | 0.4825 | 0.6946 |
205
+ | No log | 20.5333 | 308 | 0.4461 | 0.5555 | 0.4461 | 0.6679 |
206
+ | No log | 20.6667 | 310 | 0.4547 | 0.6145 | 0.4547 | 0.6743 |
207
+ | No log | 20.8 | 312 | 0.4810 | 0.5715 | 0.4810 | 0.6935 |
208
+ | No log | 20.9333 | 314 | 0.4735 | 0.6108 | 0.4735 | 0.6881 |
209
+ | No log | 21.0667 | 316 | 0.4748 | 0.6108 | 0.4748 | 0.6891 |
210
+ | No log | 21.2 | 318 | 0.4677 | 0.6185 | 0.4677 | 0.6839 |
211
+ | No log | 21.3333 | 320 | 0.4547 | 0.5765 | 0.4547 | 0.6743 |
212
+ | No log | 21.4667 | 322 | 0.4579 | 0.5781 | 0.4579 | 0.6767 |
213
+ | No log | 21.6 | 324 | 0.4719 | 0.5495 | 0.4719 | 0.6869 |
214
+ | No log | 21.7333 | 326 | 0.4665 | 0.5495 | 0.4665 | 0.6830 |
215
+ | No log | 21.8667 | 328 | 0.4543 | 0.5781 | 0.4543 | 0.6740 |
216
+ | No log | 22.0 | 330 | 0.4400 | 0.6105 | 0.4400 | 0.6634 |
217
+ | No log | 22.1333 | 332 | 0.4438 | 0.6105 | 0.4438 | 0.6662 |
218
+ | No log | 22.2667 | 334 | 0.4447 | 0.6087 | 0.4447 | 0.6669 |
219
+ | No log | 22.4 | 336 | 0.4678 | 0.5781 | 0.4678 | 0.6839 |
220
+ | No log | 22.5333 | 338 | 0.4909 | 0.5718 | 0.4909 | 0.7006 |
221
+ | No log | 22.6667 | 340 | 0.4598 | 0.6292 | 0.4598 | 0.6781 |
222
+ | No log | 22.8 | 342 | 0.4685 | 0.6286 | 0.4685 | 0.6845 |
223
+ | No log | 22.9333 | 344 | 0.4735 | 0.5813 | 0.4735 | 0.6881 |
224
+ | No log | 23.0667 | 346 | 0.4652 | 0.5813 | 0.4652 | 0.6821 |
225
+ | No log | 23.2 | 348 | 0.4519 | 0.6087 | 0.4519 | 0.6723 |
226
+ | No log | 23.3333 | 350 | 0.4563 | 0.5782 | 0.4563 | 0.6755 |
227
+ | No log | 23.4667 | 352 | 0.4819 | 0.6067 | 0.4819 | 0.6942 |
228
+ | No log | 23.6 | 354 | 0.4866 | 0.5965 | 0.4866 | 0.6976 |
229
+ | No log | 23.7333 | 356 | 0.4880 | 0.5836 | 0.4880 | 0.6986 |
230
+ | No log | 23.8667 | 358 | 0.4681 | 0.5189 | 0.4681 | 0.6841 |
231
+ | No log | 24.0 | 360 | 0.4724 | 0.5414 | 0.4724 | 0.6873 |
232
+ | No log | 24.1333 | 362 | 0.4882 | 0.5117 | 0.4882 | 0.6987 |
233
+ | No log | 24.2667 | 364 | 0.4807 | 0.5189 | 0.4807 | 0.6933 |
234
+ | No log | 24.4 | 366 | 0.4665 | 0.5493 | 0.4665 | 0.6830 |
235
+ | No log | 24.5333 | 368 | 0.4520 | 0.6017 | 0.4520 | 0.6723 |
236
+ | No log | 24.6667 | 370 | 0.4462 | 0.6017 | 0.4462 | 0.6680 |
237
+ | No log | 24.8 | 372 | 0.4388 | 0.6344 | 0.4388 | 0.6624 |
238
+ | No log | 24.9333 | 374 | 0.4752 | 0.5666 | 0.4752 | 0.6894 |
239
+ | No log | 25.0667 | 376 | 0.5111 | 0.5373 | 0.5111 | 0.7149 |
240
+ | No log | 25.2 | 378 | 0.5472 | 0.5373 | 0.5472 | 0.7397 |
241
+ | No log | 25.3333 | 380 | 0.5187 | 0.5373 | 0.5187 | 0.7202 |
242
+ | No log | 25.4667 | 382 | 0.4485 | 0.5798 | 0.4485 | 0.6697 |
243
+ | No log | 25.6 | 384 | 0.4582 | 0.6493 | 0.4582 | 0.6769 |
244
+ | No log | 25.7333 | 386 | 0.4848 | 0.5920 | 0.4848 | 0.6962 |
245
+ | No log | 25.8667 | 388 | 0.4645 | 0.6492 | 0.4645 | 0.6815 |
246
+ | No log | 26.0 | 390 | 0.4386 | 0.6076 | 0.4386 | 0.6623 |
247
+ | No log | 26.1333 | 392 | 0.4436 | 0.5386 | 0.4436 | 0.6661 |
248
+ | No log | 26.2667 | 394 | 0.4496 | 0.5493 | 0.4496 | 0.6705 |
249
+ | No log | 26.4 | 396 | 0.4475 | 0.5731 | 0.4475 | 0.6689 |
250
+ | No log | 26.5333 | 398 | 0.4597 | 0.5208 | 0.4597 | 0.6780 |
251
+ | No log | 26.6667 | 400 | 0.4501 | 0.5432 | 0.4501 | 0.6709 |
252
+ | No log | 26.8 | 402 | 0.4396 | 0.5405 | 0.4396 | 0.6630 |
253
+ | No log | 26.9333 | 404 | 0.4481 | 0.6809 | 0.4481 | 0.6694 |
254
+ | No log | 27.0667 | 406 | 0.4424 | 0.7227 | 0.4424 | 0.6651 |
255
+ | No log | 27.2 | 408 | 0.4364 | 0.5798 | 0.4364 | 0.6606 |
256
+ | No log | 27.3333 | 410 | 0.4529 | 0.5432 | 0.4529 | 0.6730 |
257
+ | No log | 27.4667 | 412 | 0.4618 | 0.5495 | 0.4618 | 0.6796 |
258
+ | No log | 27.6 | 414 | 0.4660 | 0.5495 | 0.4660 | 0.6827 |
259
+ | No log | 27.7333 | 416 | 0.4666 | 0.5538 | 0.4666 | 0.6831 |
260
+ | No log | 27.8667 | 418 | 0.4647 | 0.5538 | 0.4647 | 0.6817 |
261
+ | No log | 28.0 | 420 | 0.4626 | 0.5915 | 0.4626 | 0.6802 |
262
+ | No log | 28.1333 | 422 | 0.4734 | 0.5702 | 0.4734 | 0.6880 |
263
+ | No log | 28.2667 | 424 | 0.4786 | 0.5781 | 0.4786 | 0.6918 |
264
+ | No log | 28.4 | 426 | 0.4709 | 0.5765 | 0.4709 | 0.6862 |
265
+ | No log | 28.5333 | 428 | 0.4620 | 0.6156 | 0.4620 | 0.6797 |
266
+ | No log | 28.6667 | 430 | 0.4534 | 0.6171 | 0.4534 | 0.6733 |
267
+ | No log | 28.8 | 432 | 0.4473 | 0.6171 | 0.4473 | 0.6688 |
268
+ | No log | 28.9333 | 434 | 0.4526 | 0.6154 | 0.4526 | 0.6728 |
269
+ | No log | 29.0667 | 436 | 0.4628 | 0.5781 | 0.4628 | 0.6803 |
270
+ | No log | 29.2 | 438 | 0.4851 | 0.5657 | 0.4851 | 0.6965 |
271
+ | No log | 29.3333 | 440 | 0.4824 | 0.5855 | 0.4824 | 0.6946 |
272
+ | No log | 29.4667 | 442 | 0.4460 | 0.5985 | 0.4460 | 0.6679 |
273
+ | No log | 29.6 | 444 | 0.4323 | 0.6068 | 0.4323 | 0.6575 |
274
+ | No log | 29.7333 | 446 | 0.4278 | 0.6344 | 0.4278 | 0.6540 |
275
+ | No log | 29.8667 | 448 | 0.4295 | 0.6636 | 0.4295 | 0.6554 |
276
+ | No log | 30.0 | 450 | 0.4296 | 0.6435 | 0.4296 | 0.6554 |
277
+ | No log | 30.1333 | 452 | 0.4288 | 0.5798 | 0.4288 | 0.6548 |
278
+ | No log | 30.2667 | 454 | 0.4482 | 0.5747 | 0.4482 | 0.6695 |
279
+ | No log | 30.4 | 456 | 0.4641 | 0.5603 | 0.4641 | 0.6812 |
280
+ | No log | 30.5333 | 458 | 0.4553 | 0.5718 | 0.4553 | 0.6748 |
281
+ | No log | 30.6667 | 460 | 0.4358 | 0.6282 | 0.4358 | 0.6601 |
282
+ | No log | 30.8 | 462 | 0.4300 | 0.6068 | 0.4300 | 0.6557 |
283
+ | No log | 30.9333 | 464 | 0.4345 | 0.6154 | 0.4345 | 0.6592 |
284
+ | No log | 31.0667 | 466 | 0.4611 | 0.5510 | 0.4611 | 0.6791 |
285
+ | No log | 31.2 | 468 | 0.4791 | 0.5544 | 0.4791 | 0.6922 |
286
+ | No log | 31.3333 | 470 | 0.4682 | 0.5461 | 0.4682 | 0.6843 |
287
+ | No log | 31.4667 | 472 | 0.4591 | 0.5105 | 0.4591 | 0.6776 |
288
+ | No log | 31.6 | 474 | 0.4410 | 0.6017 | 0.4410 | 0.6641 |
289
+ | No log | 31.7333 | 476 | 0.4394 | 0.6039 | 0.4394 | 0.6629 |
290
+ | No log | 31.8667 | 478 | 0.4337 | 0.5930 | 0.4337 | 0.6586 |
291
+ | No log | 32.0 | 480 | 0.4436 | 0.5587 | 0.4436 | 0.6661 |
292
+ | No log | 32.1333 | 482 | 0.4771 | 0.5528 | 0.4771 | 0.6907 |
293
+ | No log | 32.2667 | 484 | 0.4763 | 0.5438 | 0.4763 | 0.6902 |
294
+ | No log | 32.4 | 486 | 0.4421 | 0.5796 | 0.4421 | 0.6649 |
295
+ | No log | 32.5333 | 488 | 0.4352 | 0.5796 | 0.4352 | 0.6597 |
296
+ | No log | 32.6667 | 490 | 0.4164 | 0.6210 | 0.4164 | 0.6453 |
297
+ | No log | 32.8 | 492 | 0.4288 | 0.5999 | 0.4288 | 0.6548 |
298
+ | No log | 32.9333 | 494 | 0.4339 | 0.5796 | 0.4339 | 0.6587 |
299
+ | No log | 33.0667 | 496 | 0.4328 | 0.5796 | 0.4328 | 0.6579 |
300
+ | No log | 33.2 | 498 | 0.4232 | 0.5781 | 0.4232 | 0.6505 |
301
+ | 0.29 | 33.3333 | 500 | 0.4215 | 0.5956 | 0.4215 | 0.6493 |
302
+ | 0.29 | 33.4667 | 502 | 0.4267 | 0.6254 | 0.4267 | 0.6532 |
303
+ | 0.29 | 33.6 | 504 | 0.4266 | 0.6452 | 0.4266 | 0.6531 |
304
+ | 0.29 | 33.7333 | 506 | 0.4303 | 0.5414 | 0.4303 | 0.6560 |
305
+ | 0.29 | 33.8667 | 508 | 0.4353 | 0.5731 | 0.4353 | 0.6598 |
306
+ | 0.29 | 34.0 | 510 | 0.4352 | 0.5930 | 0.4352 | 0.6597 |
307
+ | 0.29 | 34.1333 | 512 | 0.4369 | 0.6255 | 0.4369 | 0.6610 |
308
+ | 0.29 | 34.2667 | 514 | 0.4385 | 0.6255 | 0.4385 | 0.6622 |
309
+ | 0.29 | 34.4 | 516 | 0.4536 | 0.5587 | 0.4536 | 0.6735 |
310
+ | 0.29 | 34.5333 | 518 | 0.4929 | 0.5438 | 0.4929 | 0.7021 |
311
+ | 0.29 | 34.6667 | 520 | 0.5030 | 0.5438 | 0.5030 | 0.7092 |
312
+ | 0.29 | 34.8 | 522 | 0.4726 | 0.6034 | 0.4726 | 0.6875 |
313
+ | 0.29 | 34.9333 | 524 | 0.4586 | 0.6574 | 0.4586 | 0.6772 |
314
+ | 0.29 | 35.0667 | 526 | 0.4664 | 0.6797 | 0.4664 | 0.6830 |
315
+ | 0.29 | 35.2 | 528 | 0.4724 | 0.6777 | 0.4724 | 0.6873 |
316
+ | 0.29 | 35.3333 | 530 | 0.4510 | 0.6807 | 0.4510 | 0.6715 |
317
+ | 0.29 | 35.4667 | 532 | 0.4452 | 0.5945 | 0.4452 | 0.6672 |
318
+ | 0.29 | 35.6 | 534 | 0.4794 | 0.5587 | 0.4794 | 0.6924 |
319
+ | 0.29 | 35.7333 | 536 | 0.4879 | 0.5512 | 0.4879 | 0.6985 |
320
+ | 0.29 | 35.8667 | 538 | 0.4531 | 0.5587 | 0.4531 | 0.6731 |
321
+ | 0.29 | 36.0 | 540 | 0.4221 | 0.6032 | 0.4221 | 0.6497 |
322
+ | 0.29 | 36.1333 | 542 | 0.4296 | 0.6830 | 0.4296 | 0.6555 |
323
+ | 0.29 | 36.2667 | 544 | 0.4345 | 0.7002 | 0.4345 | 0.6592 |
324
+ | 0.29 | 36.4 | 546 | 0.4263 | 0.6830 | 0.4263 | 0.6529 |
325
+ | 0.29 | 36.5333 | 548 | 0.4249 | 0.6032 | 0.4249 | 0.6519 |
326
+ | 0.29 | 36.6667 | 550 | 0.4557 | 0.5587 | 0.4557 | 0.6750 |
327
+ | 0.29 | 36.8 | 552 | 0.4709 | 0.5373 | 0.4709 | 0.6863 |
328
+ | 0.29 | 36.9333 | 554 | 0.4532 | 0.6114 | 0.4532 | 0.6732 |
329
+ | 0.29 | 37.0667 | 556 | 0.4401 | 0.6007 | 0.4401 | 0.6634 |
330
+ | 0.29 | 37.2 | 558 | 0.4380 | 0.6723 | 0.4380 | 0.6618 |
331
+ | 0.29 | 37.3333 | 560 | 0.4460 | 0.7126 | 0.4460 | 0.6679 |
332
+ | 0.29 | 37.4667 | 562 | 0.4373 | 0.7126 | 0.4373 | 0.6613 |
333
+ | 0.29 | 37.6 | 564 | 0.4315 | 0.6469 | 0.4315 | 0.6569 |
334
+ | 0.29 | 37.7333 | 566 | 0.4315 | 0.6289 | 0.4315 | 0.6569 |
335
+ | 0.29 | 37.8667 | 568 | 0.4351 | 0.6087 | 0.4351 | 0.6596 |
336
+ | 0.29 | 38.0 | 570 | 0.4470 | 0.5611 | 0.4470 | 0.6685 |
337
+ | 0.29 | 38.1333 | 572 | 0.4561 | 0.5301 | 0.4561 | 0.6754 |
338
+ | 0.29 | 38.2667 | 574 | 0.4489 | 0.5283 | 0.4489 | 0.6700 |
339
+ | 0.29 | 38.4 | 576 | 0.4423 | 0.5714 | 0.4423 | 0.6650 |
340
+ | 0.29 | 38.5333 | 578 | 0.4413 | 0.5600 | 0.4413 | 0.6643 |
341
 
342
 
343
  ### Framework versions
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