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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task5_organization

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Training in progress, step 500

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  1. README.md +293 -414
  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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task5_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task5_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: 1.0351
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- - Qwk: 0.2765
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- - Mse: 1.0351
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- - Rmse: 1.0174
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  ## Model description
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@@ -49,414 +49,293 @@ 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 | 4.0831 | -0.0118 | 4.0831 | 2.0207 |
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- | No log | 0.2105 | 4 | 2.2842 | 0.0626 | 2.2842 | 1.5114 |
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- | No log | 0.3158 | 6 | 2.2085 | -0.0161 | 2.2085 | 1.4861 |
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- | No log | 0.4211 | 8 | 2.8199 | -0.0265 | 2.8199 | 1.6792 |
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- | No log | 0.5263 | 10 | 2.2964 | 0.0544 | 2.2964 | 1.5154 |
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- | No log | 0.6316 | 12 | 1.2406 | 0.2150 | 1.2406 | 1.1138 |
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- | No log | 0.7368 | 14 | 1.0907 | 0.2711 | 1.0907 | 1.0444 |
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- | No log | 0.8421 | 16 | 1.1623 | 0.2295 | 1.1623 | 1.0781 |
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- | No log | 0.9474 | 18 | 1.4077 | 0.0399 | 1.4077 | 1.1865 |
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- | No log | 1.0526 | 20 | 1.4182 | 0.0528 | 1.4182 | 1.1909 |
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- | No log | 1.1579 | 22 | 1.3213 | 0.0894 | 1.3213 | 1.1495 |
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- | No log | 1.2632 | 24 | 1.4079 | 0.0878 | 1.4079 | 1.1866 |
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- | No log | 1.3684 | 26 | 1.2889 | 0.1419 | 1.2889 | 1.1353 |
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- | No log | 1.4737 | 28 | 1.2340 | 0.1756 | 1.2340 | 1.1108 |
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- | No log | 1.5789 | 30 | 1.5021 | 0.0924 | 1.5021 | 1.2256 |
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- | No log | 1.6842 | 32 | 2.3099 | 0.1240 | 2.3099 | 1.5198 |
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- | No log | 1.7895 | 34 | 2.1501 | 0.1520 | 2.1501 | 1.4663 |
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- | No log | 1.8947 | 36 | 1.5176 | 0.1130 | 1.5176 | 1.2319 |
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- | No log | 2.0 | 38 | 1.1083 | 0.2731 | 1.1083 | 1.0527 |
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- | No log | 2.1053 | 40 | 1.0229 | 0.2667 | 1.0229 | 1.0114 |
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- | No log | 2.2105 | 42 | 1.0315 | 0.2594 | 1.0315 | 1.0156 |
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- | No log | 2.3158 | 44 | 1.0371 | 0.2746 | 1.0371 | 1.0184 |
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- | No log | 2.4211 | 46 | 1.0528 | 0.3625 | 1.0528 | 1.0261 |
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- | No log | 2.5263 | 48 | 1.1834 | 0.0318 | 1.1834 | 1.0878 |
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- | No log | 2.6316 | 50 | 1.5431 | 0.0143 | 1.5431 | 1.2422 |
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- | No log | 2.7368 | 52 | 1.5939 | 0.0256 | 1.5939 | 1.2625 |
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- | No log | 2.8421 | 54 | 1.3500 | 0.0454 | 1.3500 | 1.1619 |
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- | No log | 2.9474 | 56 | 1.1855 | 0.2294 | 1.1855 | 1.0888 |
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- | No log | 3.0526 | 58 | 1.3592 | 0.0992 | 1.3592 | 1.1659 |
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- | No log | 3.1579 | 60 | 1.3498 | 0.1660 | 1.3498 | 1.1618 |
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- | No log | 3.2632 | 62 | 1.1500 | 0.3007 | 1.1500 | 1.0724 |
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- | No log | 3.3684 | 64 | 0.9623 | 0.3564 | 0.9623 | 0.9810 |
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- | No log | 3.4737 | 66 | 0.9425 | 0.3717 | 0.9425 | 0.9708 |
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- | No log | 3.5789 | 68 | 1.0206 | 0.3705 | 1.0206 | 1.0102 |
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- | No log | 3.6842 | 70 | 1.5243 | 0.1502 | 1.5243 | 1.2346 |
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- | No log | 3.7895 | 72 | 2.2280 | 0.1194 | 2.2280 | 1.4926 |
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- | No log | 3.8947 | 74 | 2.1411 | 0.1266 | 2.1411 | 1.4633 |
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- | No log | 4.0 | 76 | 1.7460 | 0.0741 | 1.7460 | 1.3214 |
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- | No log | 4.1053 | 78 | 1.3384 | 0.1004 | 1.3384 | 1.1569 |
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- | No log | 4.2105 | 80 | 1.1896 | 0.3090 | 1.1896 | 1.0907 |
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- | No log | 4.3158 | 82 | 1.0989 | 0.1753 | 1.0989 | 1.0483 |
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- | No log | 4.4211 | 84 | 1.0432 | 0.2572 | 1.0432 | 1.0214 |
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- | No log | 4.5263 | 86 | 1.0956 | 0.1468 | 1.0956 | 1.0467 |
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- | No log | 4.6316 | 88 | 1.4348 | 0.1522 | 1.4348 | 1.1979 |
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- | No log | 4.7368 | 90 | 1.3194 | 0.2052 | 1.3194 | 1.1487 |
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- | No log | 4.8421 | 92 | 1.1810 | 0.3001 | 1.1810 | 1.0867 |
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- | No log | 4.9474 | 94 | 1.1015 | 0.2935 | 1.1015 | 1.0495 |
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- | No log | 5.0526 | 96 | 0.9731 | 0.3074 | 0.9731 | 0.9865 |
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- | No log | 5.1579 | 98 | 0.9762 | 0.3074 | 0.9762 | 0.9880 |
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- | No log | 5.2632 | 100 | 0.9975 | 0.3388 | 0.9975 | 0.9987 |
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- | No log | 5.3684 | 102 | 1.0207 | 0.3296 | 1.0207 | 1.0103 |
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- | No log | 5.4737 | 104 | 1.1010 | 0.3263 | 1.1010 | 1.0493 |
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- | No log | 5.5789 | 106 | 1.3798 | 0.1446 | 1.3798 | 1.1746 |
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- | No log | 5.6842 | 108 | 1.2368 | 0.2471 | 1.2368 | 1.1121 |
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- | No log | 5.7895 | 110 | 1.1219 | 0.3389 | 1.1219 | 1.0592 |
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- | No log | 5.8947 | 112 | 1.1603 | 0.3103 | 1.1603 | 1.0772 |
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- | No log | 6.0 | 114 | 1.1299 | 0.2696 | 1.1299 | 1.0630 |
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- | No log | 6.1053 | 116 | 1.2980 | 0.2201 | 1.2980 | 1.1393 |
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- | No log | 6.2105 | 118 | 1.2691 | 0.2330 | 1.2691 | 1.1266 |
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- | No log | 6.3158 | 120 | 1.1669 | 0.2993 | 1.1669 | 1.0802 |
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- | No log | 6.4211 | 122 | 1.1694 | 0.3788 | 1.1694 | 1.0814 |
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- | No log | 6.5263 | 124 | 1.1636 | 0.1747 | 1.1636 | 1.0787 |
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- | No log | 6.6316 | 126 | 1.3732 | 0.0834 | 1.3732 | 1.1718 |
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- | No log | 6.7368 | 128 | 1.4032 | 0.1709 | 1.4032 | 1.1846 |
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- | No log | 6.8421 | 130 | 1.1634 | 0.0887 | 1.1634 | 1.0786 |
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- | No log | 6.9474 | 132 | 1.0903 | 0.2651 | 1.0903 | 1.0442 |
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- | No log | 7.0526 | 134 | 1.1608 | 0.2012 | 1.1608 | 1.0774 |
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- | No log | 7.1579 | 136 | 1.1010 | 0.2440 | 1.1010 | 1.0493 |
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- | No log | 7.2632 | 138 | 1.0458 | 0.2619 | 1.0458 | 1.0226 |
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- | No log | 7.3684 | 140 | 1.3184 | 0.1920 | 1.3184 | 1.1482 |
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- | No log | 7.4737 | 142 | 1.4275 | 0.1112 | 1.4275 | 1.1948 |
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- | No log | 7.5789 | 144 | 1.2538 | 0.1595 | 1.2538 | 1.1197 |
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- | No log | 7.6842 | 146 | 1.0253 | 0.2619 | 1.0253 | 1.0125 |
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- | No log | 7.7895 | 148 | 1.0224 | 0.2553 | 1.0224 | 1.0111 |
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- | No log | 7.8947 | 150 | 1.0327 | 0.2674 | 1.0327 | 1.0162 |
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- | No log | 8.0 | 152 | 1.0148 | 0.2596 | 1.0148 | 1.0074 |
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- | No log | 8.1053 | 154 | 1.0910 | 0.1709 | 1.0910 | 1.0445 |
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- | No log | 8.2105 | 156 | 1.2833 | 0.1533 | 1.2833 | 1.1328 |
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- | No log | 8.3158 | 158 | 1.2668 | 0.2324 | 1.2668 | 1.1255 |
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- | No log | 8.4211 | 160 | 1.1264 | 0.1683 | 1.1264 | 1.0613 |
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- | No log | 8.5263 | 162 | 1.0640 | 0.2596 | 1.0640 | 1.0315 |
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- | No log | 8.6316 | 164 | 1.0895 | 0.2533 | 1.0895 | 1.0438 |
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- | No log | 8.7368 | 166 | 1.1184 | 0.2470 | 1.1184 | 1.0576 |
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- | No log | 8.8421 | 168 | 1.1394 | 0.1859 | 1.1394 | 1.0674 |
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- | No log | 8.9474 | 170 | 1.1234 | 0.1859 | 1.1234 | 1.0599 |
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- | No log | 9.0526 | 172 | 1.1251 | 0.1452 | 1.1251 | 1.0607 |
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- | No log | 9.1579 | 174 | 1.1329 | 0.2521 | 1.1329 | 1.0644 |
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- | No log | 9.2632 | 176 | 1.0919 | 0.2911 | 1.0919 | 1.0450 |
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- | No log | 9.3684 | 178 | 1.0546 | 0.2899 | 1.0546 | 1.0269 |
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- | No log | 9.4737 | 180 | 1.0332 | 0.2899 | 1.0332 | 1.0165 |
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- | No log | 9.5789 | 182 | 1.0215 | 0.3276 | 1.0215 | 1.0107 |
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- | No log | 9.6842 | 184 | 1.0661 | 0.3782 | 1.0661 | 1.0325 |
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- | No log | 9.7895 | 186 | 1.0842 | 0.3522 | 1.0842 | 1.0412 |
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- | No log | 9.8947 | 188 | 1.0193 | 0.3485 | 1.0193 | 1.0096 |
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- | No log | 10.0 | 190 | 1.0863 | 0.3626 | 1.0863 | 1.0423 |
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- | No log | 10.1053 | 192 | 1.1033 | 0.2918 | 1.1033 | 1.0504 |
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- | No log | 10.2105 | 194 | 1.0510 | 0.2674 | 1.0510 | 1.0252 |
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- | No log | 10.3158 | 196 | 1.0629 | 0.3156 | 1.0629 | 1.0310 |
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- | No log | 10.4211 | 198 | 1.0607 | 0.3011 | 1.0607 | 1.0299 |
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- | No log | 10.5263 | 200 | 1.0747 | 0.2154 | 1.0747 | 1.0367 |
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- | No log | 10.6316 | 202 | 1.0785 | 0.2154 | 1.0785 | 1.0385 |
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- | No log | 10.7368 | 204 | 1.0808 | 0.3011 | 1.0808 | 1.0396 |
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- | No log | 10.8421 | 206 | 1.1081 | 0.2998 | 1.1081 | 1.0527 |
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- | No log | 10.9474 | 208 | 1.1005 | 0.2998 | 1.1005 | 1.0490 |
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- | No log | 11.0526 | 210 | 1.1285 | 0.2998 | 1.1285 | 1.0623 |
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- | No log | 11.1579 | 212 | 1.1108 | 0.2911 | 1.1108 | 1.0539 |
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- | No log | 11.2632 | 214 | 1.0883 | 0.3236 | 1.0883 | 1.0432 |
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- | No log | 11.3684 | 216 | 1.1080 | 0.2818 | 1.1080 | 1.0526 |
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- | No log | 11.4737 | 218 | 1.1377 | 0.2551 | 1.1377 | 1.0666 |
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- | No log | 11.5789 | 220 | 1.1149 | 0.3134 | 1.1149 | 1.0559 |
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- | No log | 11.6842 | 222 | 1.1188 | 0.3011 | 1.1188 | 1.0577 |
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- | No log | 11.7895 | 224 | 1.1336 | 0.3030 | 1.1336 | 1.0647 |
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- | No log | 11.8947 | 226 | 1.1703 | 0.2611 | 1.1703 | 1.0818 |
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- | No log | 12.0 | 228 | 1.1583 | 0.2972 | 1.1583 | 1.0762 |
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- | No log | 12.1053 | 230 | 1.1416 | 0.2625 | 1.1416 | 1.0685 |
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- | No log | 12.2105 | 232 | 1.2194 | 0.1636 | 1.2194 | 1.1042 |
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- | No log | 12.3158 | 234 | 1.2202 | 0.1461 | 1.2202 | 1.1046 |
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- | No log | 12.4211 | 236 | 1.1086 | 0.2244 | 1.1086 | 1.0529 |
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- | No log | 12.5263 | 238 | 1.0393 | 0.3215 | 1.0393 | 1.0195 |
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- | No log | 12.6316 | 240 | 1.0233 | 0.2835 | 1.0233 | 1.0116 |
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- | No log | 12.7368 | 242 | 1.0599 | 0.2063 | 1.0599 | 1.0295 |
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- | No log | 12.8421 | 244 | 1.1019 | 0.2114 | 1.1019 | 1.0497 |
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- | No log | 12.9474 | 246 | 1.0687 | 0.2304 | 1.0687 | 1.0338 |
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- | No log | 13.0526 | 248 | 1.0551 | 0.3074 | 1.0551 | 1.0272 |
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- | No log | 13.1579 | 250 | 1.0976 | 0.2122 | 1.0976 | 1.0477 |
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- | No log | 13.2632 | 252 | 1.1306 | 0.2504 | 1.1306 | 1.0633 |
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- | No log | 13.3684 | 254 | 1.1405 | 0.2231 | 1.1405 | 1.0679 |
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- | No log | 13.4737 | 256 | 1.1399 | 0.2625 | 1.1399 | 1.0676 |
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- | No log | 13.5789 | 258 | 1.1093 | 0.2765 | 1.1093 | 1.0532 |
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- | No log | 13.6842 | 260 | 1.0945 | 0.3056 | 1.0945 | 1.0462 |
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- | No log | 13.7895 | 262 | 1.0907 | 0.3078 | 1.0907 | 1.0444 |
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- | No log | 13.8947 | 264 | 1.0588 | 0.3056 | 1.0588 | 1.0290 |
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- | No log | 14.0 | 266 | 1.0323 | 0.3156 | 1.0323 | 1.0160 |
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- | No log | 14.1053 | 268 | 1.0461 | 0.3455 | 1.0461 | 1.0228 |
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- | No log | 14.2105 | 270 | 1.0875 | 0.2785 | 1.0875 | 1.0428 |
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- | No log | 14.3158 | 272 | 1.1057 | 0.2514 | 1.1057 | 1.0515 |
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- | No log | 14.4211 | 274 | 1.0639 | 0.3596 | 1.0639 | 1.0314 |
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- | No log | 14.5263 | 276 | 1.0530 | 0.3596 | 1.0530 | 1.0262 |
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- | No log | 14.6316 | 278 | 1.0570 | 0.3596 | 1.0570 | 1.0281 |
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- | No log | 14.7368 | 280 | 1.0702 | 0.2521 | 1.0702 | 1.0345 |
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- | No log | 14.8421 | 282 | 1.0518 | 0.3156 | 1.0518 | 1.0256 |
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- | No log | 14.9474 | 284 | 1.0481 | 0.2865 | 1.0481 | 1.0238 |
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- | No log | 15.0526 | 286 | 1.0429 | 0.2480 | 1.0429 | 1.0212 |
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- | No log | 15.1579 | 288 | 1.0257 | 0.2449 | 1.0257 | 1.0128 |
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- | No log | 15.2632 | 290 | 1.0225 | 0.3156 | 1.0225 | 1.0112 |
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- | No log | 15.3684 | 292 | 1.0294 | 0.3455 | 1.0294 | 1.0146 |
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- | No log | 15.4737 | 294 | 1.0484 | 0.3356 | 1.0484 | 1.0239 |
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- | No log | 15.5789 | 296 | 1.0759 | 0.3059 | 1.0759 | 1.0373 |
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- | No log | 15.6842 | 298 | 1.0543 | 0.3059 | 1.0543 | 1.0268 |
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- | No log | 15.7895 | 300 | 1.0187 | 0.3496 | 1.0187 | 1.0093 |
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- | No log | 15.8947 | 302 | 1.0230 | 0.3496 | 1.0230 | 1.0114 |
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- | No log | 16.0 | 304 | 1.0286 | 0.3496 | 1.0286 | 1.0142 |
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- | No log | 16.1053 | 306 | 1.0284 | 0.3200 | 1.0284 | 1.0141 |
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- | No log | 16.2105 | 308 | 1.0478 | 0.2812 | 1.0478 | 1.0236 |
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- | No log | 16.3158 | 310 | 1.0600 | 0.2812 | 1.0600 | 1.0296 |
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- | No log | 16.4211 | 312 | 1.1109 | 0.2325 | 1.1109 | 1.0540 |
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- | No log | 16.5263 | 314 | 1.1369 | 0.2325 | 1.1369 | 1.0663 |
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- | No log | 16.6316 | 316 | 1.1329 | 0.2325 | 1.1329 | 1.0644 |
210
- | No log | 16.7368 | 318 | 1.1002 | 0.3133 | 1.1002 | 1.0489 |
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- | No log | 16.8421 | 320 | 1.1058 | 0.3389 | 1.1058 | 1.0516 |
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- | No log | 16.9474 | 322 | 1.0822 | 0.3389 | 1.0822 | 1.0403 |
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- | No log | 17.0526 | 324 | 1.0436 | 0.3356 | 1.0436 | 1.0216 |
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- | No log | 17.1579 | 326 | 1.0237 | 0.3200 | 1.0237 | 1.0118 |
215
- | No log | 17.2632 | 328 | 1.0649 | 0.2352 | 1.0649 | 1.0319 |
216
- | No log | 17.3684 | 330 | 1.0570 | 0.2352 | 1.0570 | 1.0281 |
217
- | No log | 17.4737 | 332 | 1.0325 | 0.2304 | 1.0325 | 1.0161 |
218
- | No log | 17.5789 | 334 | 1.0244 | 0.3200 | 1.0244 | 1.0121 |
219
- | No log | 17.6842 | 336 | 1.0382 | 0.2424 | 1.0382 | 1.0189 |
220
- | No log | 17.7895 | 338 | 1.1140 | 0.1825 | 1.1140 | 1.0554 |
221
- | No log | 17.8947 | 340 | 1.1827 | 0.1919 | 1.1827 | 1.0875 |
222
- | No log | 18.0 | 342 | 1.3066 | 0.1522 | 1.3066 | 1.1431 |
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- | No log | 18.1053 | 344 | 1.2672 | 0.1979 | 1.2672 | 1.1257 |
224
- | No log | 18.2105 | 346 | 1.0923 | 0.2549 | 1.0923 | 1.0451 |
225
- | No log | 18.3158 | 348 | 0.9897 | 0.3496 | 0.9897 | 0.9948 |
226
- | No log | 18.4211 | 350 | 1.0057 | 0.2408 | 1.0057 | 1.0029 |
227
- | No log | 18.5263 | 352 | 0.9896 | 0.2497 | 0.9896 | 0.9948 |
228
- | No log | 18.6316 | 354 | 0.9685 | 0.3200 | 0.9685 | 0.9841 |
229
- | No log | 18.7368 | 356 | 0.9832 | 0.2063 | 0.9832 | 0.9916 |
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- | No log | 18.8421 | 358 | 1.0125 | 0.3045 | 1.0125 | 1.0062 |
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- | No log | 18.9474 | 360 | 1.1109 | 0.3052 | 1.1109 | 1.0540 |
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- | No log | 19.0526 | 362 | 1.1185 | 0.2936 | 1.1185 | 1.0576 |
233
- | No log | 19.1579 | 364 | 0.9941 | 0.2759 | 0.9941 | 0.9971 |
234
- | No log | 19.2632 | 366 | 0.9463 | 0.3496 | 0.9463 | 0.9728 |
235
- | No log | 19.3684 | 368 | 1.0499 | 0.4388 | 1.0499 | 1.0247 |
236
- | No log | 19.4737 | 370 | 1.0699 | 0.4266 | 1.0699 | 1.0344 |
237
- | No log | 19.5789 | 372 | 1.0556 | 0.3493 | 1.0556 | 1.0274 |
238
- | No log | 19.6842 | 374 | 1.0243 | 0.2693 | 1.0243 | 1.0121 |
239
- | No log | 19.7895 | 376 | 1.0374 | 0.2807 | 1.0374 | 1.0185 |
240
- | No log | 19.8947 | 378 | 1.0409 | 0.2669 | 1.0409 | 1.0202 |
241
- | No log | 20.0 | 380 | 1.0291 | 0.2857 | 1.0291 | 1.0144 |
242
- | No log | 20.1053 | 382 | 1.0158 | 0.2998 | 1.0158 | 1.0079 |
243
- | No log | 20.2105 | 384 | 1.0092 | 0.2521 | 1.0092 | 1.0046 |
244
- | No log | 20.3158 | 386 | 1.0539 | 0.2596 | 1.0539 | 1.0266 |
245
- | No log | 20.4211 | 388 | 1.0693 | 0.2695 | 1.0693 | 1.0341 |
246
- | No log | 20.5263 | 390 | 1.0512 | 0.2204 | 1.0512 | 1.0253 |
247
- | No log | 20.6316 | 392 | 1.0539 | 0.2204 | 1.0539 | 1.0266 |
248
- | No log | 20.7368 | 394 | 1.0728 | 0.3263 | 1.0728 | 1.0358 |
249
- | No log | 20.8421 | 396 | 1.0841 | 0.2486 | 1.0841 | 1.0412 |
250
- | No log | 20.9474 | 398 | 1.0736 | 0.2509 | 1.0736 | 1.0361 |
251
- | No log | 21.0526 | 400 | 1.1020 | 0.2807 | 1.1020 | 1.0497 |
252
- | No log | 21.1579 | 402 | 1.1312 | 0.2807 | 1.1312 | 1.0636 |
253
- | No log | 21.2632 | 404 | 1.1276 | 0.2807 | 1.1276 | 1.0619 |
254
- | No log | 21.3684 | 406 | 1.1057 | 0.2807 | 1.1057 | 1.0515 |
255
- | No log | 21.4737 | 408 | 1.0808 | 0.2669 | 1.0808 | 1.0396 |
256
- | No log | 21.5789 | 410 | 1.0858 | 0.2807 | 1.0858 | 1.0420 |
257
- | No log | 21.6842 | 412 | 1.0839 | 0.2479 | 1.0839 | 1.0411 |
258
- | No log | 21.7895 | 414 | 1.0775 | 0.2479 | 1.0775 | 1.0380 |
259
- | No log | 21.8947 | 416 | 1.0716 | 0.2338 | 1.0716 | 1.0352 |
260
- | No log | 22.0 | 418 | 1.0870 | 0.2479 | 1.0870 | 1.0426 |
261
- | No log | 22.1053 | 420 | 1.1202 | 0.2807 | 1.1202 | 1.0584 |
262
- | No log | 22.2105 | 422 | 1.1258 | 0.2807 | 1.1258 | 1.0610 |
263
- | No log | 22.3158 | 424 | 1.1079 | 0.2807 | 1.1079 | 1.0526 |
264
- | No log | 22.4211 | 426 | 1.0781 | 0.2807 | 1.0781 | 1.0383 |
265
- | No log | 22.5263 | 428 | 1.0449 | 0.2479 | 1.0449 | 1.0222 |
266
- | No log | 22.6316 | 430 | 1.0175 | 0.3200 | 1.0175 | 1.0087 |
267
- | No log | 22.7368 | 432 | 1.0137 | 0.2812 | 1.0137 | 1.0068 |
268
- | No log | 22.8421 | 434 | 1.0234 | 0.2328 | 1.0234 | 1.0116 |
269
- | No log | 22.9474 | 436 | 1.0044 | 0.2812 | 1.0044 | 1.0022 |
270
- | No log | 23.0526 | 438 | 0.9999 | 0.3056 | 0.9999 | 1.0000 |
271
- | No log | 23.1579 | 440 | 1.0062 | 0.3215 | 1.0062 | 1.0031 |
272
- | No log | 23.2632 | 442 | 1.0373 | 0.3215 | 1.0373 | 1.0185 |
273
- | No log | 23.3684 | 444 | 1.0818 | 0.3609 | 1.0818 | 1.0401 |
274
- | No log | 23.4737 | 446 | 1.0793 | 0.2931 | 1.0793 | 1.0389 |
275
- | No log | 23.5789 | 448 | 1.0517 | 0.3011 | 1.0517 | 1.0255 |
276
- | No log | 23.6842 | 450 | 1.0450 | 0.2911 | 1.0450 | 1.0223 |
277
- | No log | 23.7895 | 452 | 1.0517 | 0.2911 | 1.0517 | 1.0255 |
278
- | No log | 23.8947 | 454 | 1.0456 | 0.2765 | 1.0456 | 1.0225 |
279
- | No log | 24.0 | 456 | 1.0374 | 0.2765 | 1.0374 | 1.0185 |
280
- | No log | 24.1053 | 458 | 1.0381 | 0.2911 | 1.0381 | 1.0189 |
281
- | No log | 24.2105 | 460 | 1.0360 | 0.2521 | 1.0360 | 1.0179 |
282
- | No log | 24.3158 | 462 | 1.0526 | 0.1918 | 1.0526 | 1.0260 |
283
- | No log | 24.4211 | 464 | 1.0668 | 0.2352 | 1.0668 | 1.0329 |
284
- | No log | 24.5263 | 466 | 1.0421 | 0.2352 | 1.0421 | 1.0208 |
285
- | No log | 24.6316 | 468 | 1.0160 | 0.2063 | 1.0160 | 1.0080 |
286
- | No log | 24.7368 | 470 | 0.9965 | 0.2183 | 0.9965 | 0.9982 |
287
- | No log | 24.8421 | 472 | 0.9794 | 0.3074 | 0.9794 | 0.9896 |
288
- | No log | 24.9474 | 474 | 1.0003 | 0.3367 | 1.0003 | 1.0002 |
289
- | No log | 25.0526 | 476 | 1.0032 | 0.3074 | 1.0032 | 1.0016 |
290
- | No log | 25.1579 | 478 | 1.0041 | 0.2521 | 1.0041 | 1.0021 |
291
- | No log | 25.2632 | 480 | 1.0126 | 0.2956 | 1.0126 | 1.0063 |
292
- | No log | 25.3684 | 482 | 1.0389 | 0.2569 | 1.0389 | 1.0192 |
293
- | No log | 25.4737 | 484 | 1.0316 | 0.2956 | 1.0316 | 1.0157 |
294
- | No log | 25.5789 | 486 | 1.0164 | 0.2812 | 1.0164 | 1.0081 |
295
- | No log | 25.6842 | 488 | 1.0215 | 0.2473 | 1.0215 | 1.0107 |
296
- | No log | 25.7895 | 490 | 1.0341 | 0.2813 | 1.0341 | 1.0169 |
297
- | No log | 25.8947 | 492 | 1.0284 | 0.2888 | 1.0284 | 1.0141 |
298
- | No log | 26.0 | 494 | 1.0382 | 0.2812 | 1.0382 | 1.0189 |
299
- | No log | 26.1053 | 496 | 1.0513 | 0.2956 | 1.0513 | 1.0253 |
300
- | No log | 26.2105 | 498 | 1.0472 | 0.2812 | 1.0472 | 1.0233 |
301
- | 0.2971 | 26.3158 | 500 | 1.0355 | 0.2788 | 1.0355 | 1.0176 |
302
- | 0.2971 | 26.4211 | 502 | 1.0326 | 0.3178 | 1.0326 | 1.0162 |
303
- | 0.2971 | 26.5263 | 504 | 1.0385 | 0.3056 | 1.0385 | 1.0191 |
304
- | 0.2971 | 26.6316 | 506 | 1.0550 | 0.3356 | 1.0550 | 1.0271 |
305
- | 0.2971 | 26.7368 | 508 | 1.0612 | 0.3056 | 1.0612 | 1.0302 |
306
- | 0.2971 | 26.8421 | 510 | 1.0643 | 0.3056 | 1.0643 | 1.0316 |
307
- | 0.2971 | 26.9474 | 512 | 1.0658 | 0.3056 | 1.0658 | 1.0324 |
308
- | 0.2971 | 27.0526 | 514 | 1.0707 | 0.3056 | 1.0707 | 1.0348 |
309
- | 0.2971 | 27.1579 | 516 | 1.0700 | 0.3056 | 1.0700 | 1.0344 |
310
- | 0.2971 | 27.2632 | 518 | 1.0637 | 0.2888 | 1.0637 | 1.0313 |
311
- | 0.2971 | 27.3684 | 520 | 1.0796 | 0.2695 | 1.0796 | 1.0390 |
312
- | 0.2971 | 27.4737 | 522 | 1.1082 | 0.2192 | 1.1082 | 1.0527 |
313
- | 0.2971 | 27.5789 | 524 | 1.1464 | 0.3517 | 1.1464 | 1.0707 |
314
- | 0.2971 | 27.6842 | 526 | 1.1317 | 0.3380 | 1.1317 | 1.0638 |
315
- | 0.2971 | 27.7895 | 528 | 1.1046 | 0.3223 | 1.1046 | 1.0510 |
316
- | 0.2971 | 27.8947 | 530 | 1.0856 | 0.3134 | 1.0856 | 1.0419 |
317
- | 0.2971 | 28.0 | 532 | 1.0796 | 0.3033 | 1.0796 | 1.0390 |
318
- | 0.2971 | 28.1053 | 534 | 1.0714 | 0.3178 | 1.0714 | 1.0351 |
319
- | 0.2971 | 28.2105 | 536 | 1.0599 | 0.3178 | 1.0599 | 1.0295 |
320
- | 0.2971 | 28.3158 | 538 | 1.0497 | 0.3056 | 1.0497 | 1.0245 |
321
- | 0.2971 | 28.4211 | 540 | 1.0421 | 0.3056 | 1.0421 | 1.0208 |
322
- | 0.2971 | 28.5263 | 542 | 1.0429 | 0.3425 | 1.0429 | 1.0212 |
323
- | 0.2971 | 28.6316 | 544 | 1.0496 | 0.3134 | 1.0496 | 1.0245 |
324
- | 0.2971 | 28.7368 | 546 | 1.0594 | 0.3134 | 1.0594 | 1.0293 |
325
- | 0.2971 | 28.8421 | 548 | 1.0572 | 0.3134 | 1.0572 | 1.0282 |
326
- | 0.2971 | 28.9474 | 550 | 1.0497 | 0.3301 | 1.0497 | 1.0245 |
327
- | 0.2971 | 29.0526 | 552 | 1.0496 | 0.2812 | 1.0496 | 1.0245 |
328
- | 0.2971 | 29.1579 | 554 | 1.0553 | 0.2812 | 1.0553 | 1.0273 |
329
- | 0.2971 | 29.2632 | 556 | 1.0515 | 0.2812 | 1.0515 | 1.0254 |
330
- | 0.2971 | 29.3684 | 558 | 1.0395 | 0.3200 | 1.0395 | 1.0196 |
331
- | 0.2971 | 29.4737 | 560 | 1.0345 | 0.3056 | 1.0345 | 1.0171 |
332
- | 0.2971 | 29.5789 | 562 | 1.0421 | 0.2742 | 1.0421 | 1.0208 |
333
- | 0.2971 | 29.6842 | 564 | 1.0704 | 0.3008 | 1.0704 | 1.0346 |
334
- | 0.2971 | 29.7895 | 566 | 1.0771 | 0.3223 | 1.0771 | 1.0379 |
335
- | 0.2971 | 29.8947 | 568 | 1.0435 | 0.3250 | 1.0435 | 1.0215 |
336
- | 0.2971 | 30.0 | 570 | 1.0313 | 0.2424 | 1.0313 | 1.0155 |
337
- | 0.2971 | 30.1053 | 572 | 1.0872 | 0.2496 | 1.0872 | 1.0427 |
338
- | 0.2971 | 30.2105 | 574 | 1.0967 | 0.2782 | 1.0967 | 1.0472 |
339
- | 0.2971 | 30.3158 | 576 | 1.0441 | 0.2496 | 1.0441 | 1.0218 |
340
- | 0.2971 | 30.4211 | 578 | 0.9822 | 0.2956 | 0.9822 | 0.9910 |
341
- | 0.2971 | 30.5263 | 580 | 0.9677 | 0.3056 | 0.9677 | 0.9837 |
342
- | 0.2971 | 30.6316 | 582 | 0.9679 | 0.3243 | 0.9679 | 0.9838 |
343
- | 0.2971 | 30.7368 | 584 | 0.9553 | 0.3392 | 0.9553 | 0.9774 |
344
- | 0.2971 | 30.8421 | 586 | 0.9481 | 0.3200 | 0.9481 | 0.9737 |
345
- | 0.2971 | 30.9474 | 588 | 0.9640 | 0.2956 | 0.9640 | 0.9818 |
346
- | 0.2971 | 31.0526 | 590 | 0.9961 | 0.2736 | 0.9961 | 0.9980 |
347
- | 0.2971 | 31.1579 | 592 | 1.0071 | 0.2736 | 1.0071 | 1.0035 |
348
- | 0.2971 | 31.2632 | 594 | 0.9875 | 0.2713 | 0.9875 | 0.9937 |
349
- | 0.2971 | 31.3684 | 596 | 0.9726 | 0.3200 | 0.9726 | 0.9862 |
350
- | 0.2971 | 31.4737 | 598 | 0.9829 | 0.3356 | 0.9829 | 0.9914 |
351
- | 0.2971 | 31.5789 | 600 | 0.9943 | 0.3666 | 0.9943 | 0.9971 |
352
- | 0.2971 | 31.6842 | 602 | 0.9852 | 0.3056 | 0.9852 | 0.9926 |
353
- | 0.2971 | 31.7895 | 604 | 0.9750 | 0.3200 | 0.9750 | 0.9874 |
354
- | 0.2971 | 31.8947 | 606 | 0.9797 | 0.2956 | 0.9797 | 0.9898 |
355
- | 0.2971 | 32.0 | 608 | 0.9702 | 0.3344 | 0.9702 | 0.9850 |
356
- | 0.2971 | 32.1053 | 610 | 0.9615 | 0.3200 | 0.9615 | 0.9805 |
357
- | 0.2971 | 32.2105 | 612 | 0.9550 | 0.3200 | 0.9550 | 0.9773 |
358
- | 0.2971 | 32.3158 | 614 | 0.9511 | 0.3200 | 0.9511 | 0.9752 |
359
- | 0.2971 | 32.4211 | 616 | 0.9480 | 0.3200 | 0.9480 | 0.9736 |
360
- | 0.2971 | 32.5263 | 618 | 0.9523 | 0.2812 | 0.9523 | 0.9759 |
361
- | 0.2971 | 32.6316 | 620 | 0.9568 | 0.2812 | 0.9568 | 0.9781 |
362
- | 0.2971 | 32.7368 | 622 | 0.9544 | 0.3200 | 0.9544 | 0.9769 |
363
- | 0.2971 | 32.8421 | 624 | 0.9670 | 0.3525 | 0.9670 | 0.9834 |
364
- | 0.2971 | 32.9474 | 626 | 0.9912 | 0.3666 | 0.9912 | 0.9956 |
365
- | 0.2971 | 33.0526 | 628 | 0.9840 | 0.3388 | 0.9840 | 0.9920 |
366
- | 0.2971 | 33.1579 | 630 | 0.9805 | 0.3496 | 0.9805 | 0.9902 |
367
- | 0.2971 | 33.2632 | 632 | 1.0067 | 0.2713 | 1.0067 | 1.0034 |
368
- | 0.2971 | 33.3684 | 634 | 1.0123 | 0.2472 | 1.0123 | 1.0061 |
369
- | 0.2971 | 33.4737 | 636 | 0.9878 | 0.2713 | 0.9878 | 0.9939 |
370
- | 0.2971 | 33.5789 | 638 | 0.9693 | 0.3200 | 0.9693 | 0.9845 |
371
- | 0.2971 | 33.6842 | 640 | 0.9702 | 0.3200 | 0.9702 | 0.9850 |
372
- | 0.2971 | 33.7895 | 642 | 0.9847 | 0.2713 | 0.9847 | 0.9923 |
373
- | 0.2971 | 33.8947 | 644 | 0.9842 | 0.2569 | 0.9842 | 0.9920 |
374
- | 0.2971 | 34.0 | 646 | 0.9778 | 0.3200 | 0.9778 | 0.9888 |
375
- | 0.2971 | 34.1053 | 648 | 0.9894 | 0.3200 | 0.9894 | 0.9947 |
376
- | 0.2971 | 34.2105 | 650 | 1.0113 | 0.3496 | 1.0113 | 1.0056 |
377
- | 0.2971 | 34.3158 | 652 | 1.0366 | 0.3428 | 1.0366 | 1.0181 |
378
- | 0.2971 | 34.4211 | 654 | 1.0902 | 0.2828 | 1.0902 | 1.0441 |
379
- | 0.2971 | 34.5263 | 656 | 1.1153 | 0.3101 | 1.1153 | 1.0561 |
380
- | 0.2971 | 34.6316 | 658 | 1.0783 | 0.3428 | 1.0783 | 1.0384 |
381
- | 0.2971 | 34.7368 | 660 | 1.0481 | 0.3642 | 1.0481 | 1.0238 |
382
- | 0.2971 | 34.8421 | 662 | 1.0471 | 0.3178 | 1.0471 | 1.0233 |
383
- | 0.2971 | 34.9474 | 664 | 1.0541 | 0.2767 | 1.0541 | 1.0267 |
384
- | 0.2971 | 35.0526 | 666 | 1.0322 | 0.3134 | 1.0322 | 1.0160 |
385
- | 0.2971 | 35.1579 | 668 | 0.9957 | 0.3200 | 0.9957 | 0.9978 |
386
- | 0.2971 | 35.2632 | 670 | 0.9869 | 0.2812 | 0.9869 | 0.9934 |
387
- | 0.2971 | 35.3684 | 672 | 0.9884 | 0.2956 | 0.9884 | 0.9942 |
388
- | 0.2971 | 35.4737 | 674 | 0.9816 | 0.2956 | 0.9816 | 0.9907 |
389
- | 0.2971 | 35.5789 | 676 | 0.9689 | 0.2956 | 0.9689 | 0.9843 |
390
- | 0.2971 | 35.6842 | 678 | 0.9632 | 0.2956 | 0.9632 | 0.9814 |
391
- | 0.2971 | 35.7895 | 680 | 0.9641 | 0.2956 | 0.9641 | 0.9819 |
392
- | 0.2971 | 35.8947 | 682 | 0.9671 | 0.2956 | 0.9671 | 0.9834 |
393
- | 0.2971 | 36.0 | 684 | 0.9646 | 0.2956 | 0.9646 | 0.9822 |
394
- | 0.2971 | 36.1053 | 686 | 0.9625 | 0.3200 | 0.9625 | 0.9811 |
395
- | 0.2971 | 36.2105 | 688 | 0.9707 | 0.3446 | 0.9707 | 0.9852 |
396
- | 0.2971 | 36.3158 | 690 | 0.9824 | 0.3200 | 0.9824 | 0.9911 |
397
- | 0.2971 | 36.4211 | 692 | 1.0040 | 0.3278 | 1.0040 | 1.0020 |
398
- | 0.2971 | 36.5263 | 694 | 1.0119 | 0.3278 | 1.0119 | 1.0060 |
399
- | 0.2971 | 36.6316 | 696 | 1.0178 | 0.2901 | 1.0178 | 1.0089 |
400
- | 0.2971 | 36.7368 | 698 | 1.0068 | 0.2901 | 1.0068 | 1.0034 |
401
- | 0.2971 | 36.8421 | 700 | 0.9836 | 0.2956 | 0.9836 | 0.9918 |
402
- | 0.2971 | 36.9474 | 702 | 0.9690 | 0.2956 | 0.9690 | 0.9844 |
403
- | 0.2971 | 37.0526 | 704 | 0.9636 | 0.2956 | 0.9636 | 0.9816 |
404
- | 0.2971 | 37.1579 | 706 | 0.9541 | 0.2812 | 0.9541 | 0.9768 |
405
- | 0.2971 | 37.2632 | 708 | 0.9471 | 0.2812 | 0.9471 | 0.9732 |
406
- | 0.2971 | 37.3684 | 710 | 0.9437 | 0.3590 | 0.9437 | 0.9715 |
407
- | 0.2971 | 37.4737 | 712 | 0.9452 | 0.3056 | 0.9452 | 0.9722 |
408
- | 0.2971 | 37.5789 | 714 | 0.9514 | 0.2812 | 0.9514 | 0.9754 |
409
- | 0.2971 | 37.6842 | 716 | 0.9537 | 0.2812 | 0.9537 | 0.9766 |
410
- | 0.2971 | 37.7895 | 718 | 0.9527 | 0.3056 | 0.9527 | 0.9760 |
411
- | 0.2971 | 37.8947 | 720 | 0.9544 | 0.3056 | 0.9544 | 0.9769 |
412
- | 0.2971 | 38.0 | 722 | 0.9601 | 0.3446 | 0.9601 | 0.9798 |
413
- | 0.2971 | 38.1053 | 724 | 0.9688 | 0.3896 | 0.9688 | 0.9843 |
414
- | 0.2971 | 38.2105 | 726 | 0.9683 | 0.3301 | 0.9683 | 0.9840 |
415
- | 0.2971 | 38.3158 | 728 | 0.9629 | 0.3446 | 0.9629 | 0.9813 |
416
- | 0.2971 | 38.4211 | 730 | 0.9656 | 0.3056 | 0.9656 | 0.9826 |
417
- | 0.2971 | 38.5263 | 732 | 0.9670 | 0.3446 | 0.9670 | 0.9833 |
418
- | 0.2971 | 38.6316 | 734 | 0.9673 | 0.3446 | 0.9673 | 0.9835 |
419
- | 0.2971 | 38.7368 | 736 | 0.9665 | 0.3056 | 0.9665 | 0.9831 |
420
- | 0.2971 | 38.8421 | 738 | 0.9720 | 0.3200 | 0.9720 | 0.9859 |
421
- | 0.2971 | 38.9474 | 740 | 0.9670 | 0.3200 | 0.9670 | 0.9834 |
422
- | 0.2971 | 39.0526 | 742 | 0.9558 | 0.3344 | 0.9558 | 0.9776 |
423
- | 0.2971 | 39.1579 | 744 | 0.9456 | 0.3056 | 0.9456 | 0.9724 |
424
- | 0.2971 | 39.2632 | 746 | 0.9488 | 0.3056 | 0.9488 | 0.9741 |
425
- | 0.2971 | 39.3684 | 748 | 0.9553 | 0.3095 | 0.9553 | 0.9774 |
426
- | 0.2971 | 39.4737 | 750 | 0.9666 | 0.3335 | 0.9666 | 0.9831 |
427
- | 0.2971 | 39.5789 | 752 | 0.9645 | 0.3335 | 0.9645 | 0.9821 |
428
- | 0.2971 | 39.6842 | 754 | 0.9667 | 0.3335 | 0.9667 | 0.9832 |
429
- | 0.2971 | 39.7895 | 756 | 0.9742 | 0.3156 | 0.9742 | 0.9870 |
430
- | 0.2971 | 39.8947 | 758 | 0.9820 | 0.2765 | 0.9820 | 0.9910 |
431
- | 0.2971 | 40.0 | 760 | 0.9850 | 0.3056 | 0.9850 | 0.9925 |
432
- | 0.2971 | 40.1053 | 762 | 0.9960 | 0.3056 | 0.9960 | 0.9980 |
433
- | 0.2971 | 40.2105 | 764 | 1.0145 | 0.2812 | 1.0145 | 1.0072 |
434
- | 0.2971 | 40.3158 | 766 | 1.0141 | 0.3156 | 1.0141 | 1.0070 |
435
- | 0.2971 | 40.4211 | 768 | 1.0133 | 0.3134 | 1.0133 | 1.0066 |
436
- | 0.2971 | 40.5263 | 770 | 1.0222 | 0.3134 | 1.0222 | 1.0111 |
437
- | 0.2971 | 40.6316 | 772 | 1.0078 | 0.3134 | 1.0078 | 1.0039 |
438
- | 0.2971 | 40.7368 | 774 | 0.9888 | 0.2765 | 0.9888 | 0.9944 |
439
- | 0.2971 | 40.8421 | 776 | 0.9752 | 0.3056 | 0.9752 | 0.9875 |
440
- | 0.2971 | 40.9474 | 778 | 0.9709 | 0.3056 | 0.9709 | 0.9853 |
441
- | 0.2971 | 41.0526 | 780 | 0.9711 | 0.3200 | 0.9711 | 0.9855 |
442
- | 0.2971 | 41.1579 | 782 | 0.9719 | 0.3056 | 0.9719 | 0.9858 |
443
- | 0.2971 | 41.2632 | 784 | 0.9719 | 0.3056 | 0.9719 | 0.9858 |
444
- | 0.2971 | 41.3684 | 786 | 0.9790 | 0.2765 | 0.9790 | 0.9895 |
445
- | 0.2971 | 41.4737 | 788 | 0.9939 | 0.2765 | 0.9939 | 0.9969 |
446
- | 0.2971 | 41.5789 | 790 | 1.0258 | 0.3134 | 1.0258 | 1.0128 |
447
- | 0.2971 | 41.6842 | 792 | 1.0424 | 0.3556 | 1.0424 | 1.0210 |
448
- | 0.2971 | 41.7895 | 794 | 1.0388 | 0.3258 | 1.0388 | 1.0192 |
449
- | 0.2971 | 41.8947 | 796 | 1.0129 | 0.2765 | 1.0129 | 1.0064 |
450
- | 0.2971 | 42.0 | 798 | 0.9950 | 0.2765 | 0.9950 | 0.9975 |
451
- | 0.2971 | 42.1053 | 800 | 0.9984 | 0.3056 | 0.9984 | 0.9992 |
452
- | 0.2971 | 42.2105 | 802 | 1.0024 | 0.3200 | 1.0024 | 1.0012 |
453
- | 0.2971 | 42.3158 | 804 | 0.9955 | 0.3056 | 0.9955 | 0.9978 |
454
- | 0.2971 | 42.4211 | 806 | 0.9993 | 0.3056 | 0.9993 | 0.9997 |
455
- | 0.2971 | 42.5263 | 808 | 1.0113 | 0.2765 | 1.0113 | 1.0056 |
456
- | 0.2971 | 42.6316 | 810 | 1.0161 | 0.2765 | 1.0161 | 1.0080 |
457
- | 0.2971 | 42.7368 | 812 | 1.0241 | 0.2765 | 1.0241 | 1.0120 |
458
- | 0.2971 | 42.8421 | 814 | 1.0263 | 0.2765 | 1.0263 | 1.0130 |
459
- | 0.2971 | 42.9474 | 816 | 1.0351 | 0.2765 | 1.0351 | 1.0174 |
460
 
461
 
462
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task5_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task5_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: 0.6890
19
+ - Qwk: 0.6143
20
+ - Mse: 0.6890
21
+ - Rmse: 0.8301
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1176 | 2 | 4.1453 | 0.0079 | 4.1454 | 2.0360 |
53
+ | No log | 0.2353 | 4 | 2.2261 | 0.0454 | 2.2261 | 1.4920 |
54
+ | No log | 0.3529 | 6 | 1.3581 | 0.0 | 1.3581 | 1.1654 |
55
+ | No log | 0.4706 | 8 | 1.1039 | 0.2125 | 1.1039 | 1.0507 |
56
+ | No log | 0.5882 | 10 | 1.2760 | -0.0560 | 1.2760 | 1.1296 |
57
+ | No log | 0.7059 | 12 | 1.2482 | 0.0085 | 1.2482 | 1.1172 |
58
+ | No log | 0.8235 | 14 | 1.2633 | 0.0085 | 1.2633 | 1.1240 |
59
+ | No log | 0.9412 | 16 | 1.1228 | 0.1176 | 1.1228 | 1.0596 |
60
+ | No log | 1.0588 | 18 | 1.0810 | 0.1874 | 1.0810 | 1.0397 |
61
+ | No log | 1.1765 | 20 | 1.1194 | 0.1389 | 1.1194 | 1.0580 |
62
+ | No log | 1.2941 | 22 | 1.2283 | 0.0967 | 1.2283 | 1.1083 |
63
+ | No log | 1.4118 | 24 | 1.3610 | 0.0085 | 1.3610 | 1.1666 |
64
+ | No log | 1.5294 | 26 | 1.4481 | 0.0085 | 1.4481 | 1.2034 |
65
+ | No log | 1.6471 | 28 | 1.3528 | 0.0970 | 1.3528 | 1.1631 |
66
+ | No log | 1.7647 | 30 | 1.0162 | 0.2192 | 1.0162 | 1.0081 |
67
+ | No log | 1.8824 | 32 | 0.9561 | 0.2517 | 0.9561 | 0.9778 |
68
+ | No log | 2.0 | 34 | 0.9692 | 0.2818 | 0.9692 | 0.9845 |
69
+ | No log | 2.1176 | 36 | 1.0197 | 0.2496 | 1.0197 | 1.0098 |
70
+ | No log | 2.2353 | 38 | 1.1990 | 0.2177 | 1.1990 | 1.0950 |
71
+ | No log | 2.3529 | 40 | 1.0467 | 0.3015 | 1.0467 | 1.0231 |
72
+ | No log | 2.4706 | 42 | 0.8285 | 0.4810 | 0.8285 | 0.9102 |
73
+ | No log | 2.5882 | 44 | 0.7934 | 0.4759 | 0.7934 | 0.8907 |
74
+ | No log | 2.7059 | 46 | 0.8084 | 0.4822 | 0.8084 | 0.8991 |
75
+ | No log | 2.8235 | 48 | 0.8352 | 0.4513 | 0.8352 | 0.9139 |
76
+ | No log | 2.9412 | 50 | 0.8232 | 0.4021 | 0.8232 | 0.9073 |
77
+ | No log | 3.0588 | 52 | 0.8379 | 0.3852 | 0.8379 | 0.9154 |
78
+ | No log | 3.1765 | 54 | 0.7466 | 0.5331 | 0.7466 | 0.8641 |
79
+ | No log | 3.2941 | 56 | 0.9498 | 0.3943 | 0.9498 | 0.9746 |
80
+ | No log | 3.4118 | 58 | 1.0788 | 0.3941 | 1.0788 | 1.0386 |
81
+ | No log | 3.5294 | 60 | 0.8242 | 0.5707 | 0.8242 | 0.9079 |
82
+ | No log | 3.6471 | 62 | 0.7122 | 0.5618 | 0.7122 | 0.8439 |
83
+ | No log | 3.7647 | 64 | 0.6714 | 0.5712 | 0.6714 | 0.8194 |
84
+ | No log | 3.8824 | 66 | 0.6585 | 0.6464 | 0.6585 | 0.8115 |
85
+ | No log | 4.0 | 68 | 0.8052 | 0.5705 | 0.8052 | 0.8973 |
86
+ | No log | 4.1176 | 70 | 0.7546 | 0.6064 | 0.7546 | 0.8687 |
87
+ | No log | 4.2353 | 72 | 0.6587 | 0.5909 | 0.6587 | 0.8116 |
88
+ | No log | 4.3529 | 74 | 0.6741 | 0.6125 | 0.6741 | 0.8211 |
89
+ | No log | 4.4706 | 76 | 0.7403 | 0.6003 | 0.7403 | 0.8604 |
90
+ | No log | 4.5882 | 78 | 0.7351 | 0.5884 | 0.7351 | 0.8574 |
91
+ | No log | 4.7059 | 80 | 0.6428 | 0.5796 | 0.6428 | 0.8017 |
92
+ | No log | 4.8235 | 82 | 0.6697 | 0.5317 | 0.6697 | 0.8183 |
93
+ | No log | 4.9412 | 84 | 0.6490 | 0.5859 | 0.6490 | 0.8056 |
94
+ | No log | 5.0588 | 86 | 0.6891 | 0.5243 | 0.6891 | 0.8301 |
95
+ | No log | 5.1765 | 88 | 0.8608 | 0.5270 | 0.8608 | 0.9278 |
96
+ | No log | 5.2941 | 90 | 0.7080 | 0.5366 | 0.7080 | 0.8414 |
97
+ | No log | 5.4118 | 92 | 0.6650 | 0.5835 | 0.6650 | 0.8155 |
98
+ | No log | 5.5294 | 94 | 0.6478 | 0.6241 | 0.6478 | 0.8049 |
99
+ | No log | 5.6471 | 96 | 0.6261 | 0.6078 | 0.6261 | 0.7913 |
100
+ | No log | 5.7647 | 98 | 0.6269 | 0.6060 | 0.6269 | 0.7918 |
101
+ | No log | 5.8824 | 100 | 0.6061 | 0.6167 | 0.6061 | 0.7785 |
102
+ | No log | 6.0 | 102 | 0.7356 | 0.6568 | 0.7356 | 0.8576 |
103
+ | No log | 6.1176 | 104 | 0.6662 | 0.5984 | 0.6662 | 0.8162 |
104
+ | No log | 6.2353 | 106 | 0.6395 | 0.6433 | 0.6395 | 0.7997 |
105
+ | No log | 6.3529 | 108 | 0.6770 | 0.6712 | 0.6770 | 0.8228 |
106
+ | No log | 6.4706 | 110 | 0.5875 | 0.6399 | 0.5875 | 0.7665 |
107
+ | No log | 6.5882 | 112 | 0.5987 | 0.6853 | 0.5987 | 0.7738 |
108
+ | No log | 6.7059 | 114 | 0.5839 | 0.6510 | 0.5839 | 0.7642 |
109
+ | No log | 6.8235 | 116 | 0.6038 | 0.6876 | 0.6038 | 0.7771 |
110
+ | No log | 6.9412 | 118 | 0.5934 | 0.6627 | 0.5934 | 0.7703 |
111
+ | No log | 7.0588 | 120 | 0.5813 | 0.6888 | 0.5813 | 0.7624 |
112
+ | No log | 7.1765 | 122 | 0.5877 | 0.6555 | 0.5877 | 0.7666 |
113
+ | No log | 7.2941 | 124 | 0.5928 | 0.6737 | 0.5928 | 0.7699 |
114
+ | No log | 7.4118 | 126 | 0.5965 | 0.6737 | 0.5965 | 0.7723 |
115
+ | No log | 7.5294 | 128 | 0.5803 | 0.6903 | 0.5803 | 0.7618 |
116
+ | No log | 7.6471 | 130 | 0.5816 | 0.6820 | 0.5816 | 0.7626 |
117
+ | No log | 7.7647 | 132 | 0.6386 | 0.6573 | 0.6386 | 0.7991 |
118
+ | No log | 7.8824 | 134 | 0.6173 | 0.6715 | 0.6173 | 0.7857 |
119
+ | No log | 8.0 | 136 | 0.5776 | 0.7458 | 0.5776 | 0.7600 |
120
+ | No log | 8.1176 | 138 | 0.5623 | 0.6840 | 0.5623 | 0.7498 |
121
+ | No log | 8.2353 | 140 | 0.5551 | 0.6903 | 0.5551 | 0.7451 |
122
+ | No log | 8.3529 | 142 | 0.5702 | 0.6820 | 0.5702 | 0.7551 |
123
+ | No log | 8.4706 | 144 | 0.5552 | 0.6584 | 0.5552 | 0.7451 |
124
+ | No log | 8.5882 | 146 | 0.5753 | 0.6606 | 0.5753 | 0.7585 |
125
+ | No log | 8.7059 | 148 | 0.5858 | 0.6207 | 0.5858 | 0.7654 |
126
+ | No log | 8.8235 | 150 | 0.6028 | 0.5328 | 0.6028 | 0.7764 |
127
+ | No log | 8.9412 | 152 | 0.5659 | 0.6546 | 0.5659 | 0.7523 |
128
+ | No log | 9.0588 | 154 | 0.6254 | 0.6774 | 0.6254 | 0.7908 |
129
+ | No log | 9.1765 | 156 | 0.5890 | 0.6519 | 0.5890 | 0.7675 |
130
+ | No log | 9.2941 | 158 | 0.5679 | 0.6896 | 0.5679 | 0.7536 |
131
+ | No log | 9.4118 | 160 | 0.5659 | 0.6659 | 0.5659 | 0.7522 |
132
+ | No log | 9.5294 | 162 | 0.5664 | 0.6581 | 0.5664 | 0.7526 |
133
+ | No log | 9.6471 | 164 | 0.5706 | 0.6455 | 0.5706 | 0.7554 |
134
+ | No log | 9.7647 | 166 | 0.5982 | 0.6157 | 0.5982 | 0.7734 |
135
+ | No log | 9.8824 | 168 | 0.5735 | 0.6606 | 0.5735 | 0.7573 |
136
+ | No log | 10.0 | 170 | 0.6061 | 0.6119 | 0.6061 | 0.7785 |
137
+ | No log | 10.1176 | 172 | 0.5961 | 0.6228 | 0.5961 | 0.7721 |
138
+ | No log | 10.2353 | 174 | 0.6164 | 0.6043 | 0.6164 | 0.7851 |
139
+ | No log | 10.3529 | 176 | 0.7055 | 0.6230 | 0.7055 | 0.8399 |
140
+ | No log | 10.4706 | 178 | 0.6685 | 0.6230 | 0.6685 | 0.8176 |
141
+ | No log | 10.5882 | 180 | 0.5829 | 0.6641 | 0.5829 | 0.7635 |
142
+ | No log | 10.7059 | 182 | 0.6061 | 0.6288 | 0.6061 | 0.7785 |
143
+ | No log | 10.8235 | 184 | 0.5954 | 0.6497 | 0.5954 | 0.7716 |
144
+ | No log | 10.9412 | 186 | 0.5857 | 0.6497 | 0.5857 | 0.7653 |
145
+ | No log | 11.0588 | 188 | 0.5849 | 0.6566 | 0.5849 | 0.7648 |
146
+ | No log | 11.1765 | 190 | 0.6239 | 0.6241 | 0.6239 | 0.7899 |
147
+ | No log | 11.2941 | 192 | 0.6665 | 0.5833 | 0.6665 | 0.8164 |
148
+ | No log | 11.4118 | 194 | 0.6595 | 0.6082 | 0.6595 | 0.8121 |
149
+ | No log | 11.5294 | 196 | 0.6144 | 0.6350 | 0.6144 | 0.7838 |
150
+ | No log | 11.6471 | 198 | 0.5666 | 0.6729 | 0.5666 | 0.7527 |
151
+ | No log | 11.7647 | 200 | 0.5733 | 0.6667 | 0.5733 | 0.7571 |
152
+ | No log | 11.8824 | 202 | 0.5695 | 0.6788 | 0.5695 | 0.7547 |
153
+ | No log | 12.0 | 204 | 0.6088 | 0.6656 | 0.6088 | 0.7803 |
154
+ | No log | 12.1176 | 206 | 0.6309 | 0.6656 | 0.6309 | 0.7943 |
155
+ | No log | 12.2353 | 208 | 0.5926 | 0.6838 | 0.5926 | 0.7698 |
156
+ | No log | 12.3529 | 210 | 0.7935 | 0.5666 | 0.7935 | 0.8908 |
157
+ | No log | 12.4706 | 212 | 0.7472 | 0.5759 | 0.7472 | 0.8644 |
158
+ | No log | 12.5882 | 214 | 0.5794 | 0.6795 | 0.5794 | 0.7612 |
159
+ | No log | 12.7059 | 216 | 0.5855 | 0.6743 | 0.5855 | 0.7652 |
160
+ | No log | 12.8235 | 218 | 0.7412 | 0.5856 | 0.7412 | 0.8609 |
161
+ | No log | 12.9412 | 220 | 0.6913 | 0.5968 | 0.6913 | 0.8314 |
162
+ | No log | 13.0588 | 222 | 0.6017 | 0.6488 | 0.6017 | 0.7757 |
163
+ | No log | 13.1765 | 224 | 0.6131 | 0.5782 | 0.6131 | 0.7830 |
164
+ | No log | 13.2941 | 226 | 0.6438 | 0.5977 | 0.6438 | 0.8023 |
165
+ | No log | 13.4118 | 228 | 0.6013 | 0.6643 | 0.6013 | 0.7754 |
166
+ | No log | 13.5294 | 230 | 0.5835 | 0.6455 | 0.5835 | 0.7639 |
167
+ | No log | 13.6471 | 232 | 0.7137 | 0.6199 | 0.7137 | 0.8448 |
168
+ | No log | 13.7647 | 234 | 0.7222 | 0.6019 | 0.7222 | 0.8498 |
169
+ | No log | 13.8824 | 236 | 0.6215 | 0.6361 | 0.6215 | 0.7884 |
170
+ | No log | 14.0 | 238 | 0.6089 | 0.6185 | 0.6089 | 0.7803 |
171
+ | No log | 14.1176 | 240 | 0.6910 | 0.5565 | 0.6910 | 0.8313 |
172
+ | No log | 14.2353 | 242 | 0.6500 | 0.5860 | 0.6500 | 0.8063 |
173
+ | No log | 14.3529 | 244 | 0.5764 | 0.6729 | 0.5764 | 0.7592 |
174
+ | No log | 14.4706 | 246 | 0.7279 | 0.6363 | 0.7279 | 0.8532 |
175
+ | No log | 14.5882 | 248 | 0.8363 | 0.5499 | 0.8363 | 0.9145 |
176
+ | No log | 14.7059 | 250 | 0.7337 | 0.5655 | 0.7337 | 0.8566 |
177
+ | No log | 14.8235 | 252 | 0.6042 | 0.6933 | 0.6042 | 0.7773 |
178
+ | No log | 14.9412 | 254 | 0.6522 | 0.4888 | 0.6522 | 0.8076 |
179
+ | No log | 15.0588 | 256 | 0.7187 | 0.5359 | 0.7187 | 0.8478 |
180
+ | No log | 15.1765 | 258 | 0.6698 | 0.5132 | 0.6698 | 0.8184 |
181
+ | No log | 15.2941 | 260 | 0.6004 | 0.6024 | 0.6004 | 0.7748 |
182
+ | No log | 15.4118 | 262 | 0.6814 | 0.5775 | 0.6814 | 0.8255 |
183
+ | No log | 15.5294 | 264 | 0.7403 | 0.5515 | 0.7403 | 0.8604 |
184
+ | No log | 15.6471 | 266 | 0.6798 | 0.5463 | 0.6798 | 0.8245 |
185
+ | No log | 15.7647 | 268 | 0.6298 | 0.5432 | 0.6298 | 0.7936 |
186
+ | No log | 15.8824 | 270 | 0.6108 | 0.5555 | 0.6108 | 0.7815 |
187
+ | No log | 16.0 | 272 | 0.5878 | 0.6282 | 0.5878 | 0.7667 |
188
+ | No log | 16.1176 | 274 | 0.6125 | 0.6328 | 0.6125 | 0.7826 |
189
+ | No log | 16.2353 | 276 | 0.6130 | 0.6147 | 0.6130 | 0.7829 |
190
+ | No log | 16.3529 | 278 | 0.6524 | 0.6230 | 0.6524 | 0.8077 |
191
+ | No log | 16.4706 | 280 | 0.6317 | 0.6249 | 0.6317 | 0.7948 |
192
+ | No log | 16.5882 | 282 | 0.5934 | 0.6123 | 0.5934 | 0.7703 |
193
+ | No log | 16.7059 | 284 | 0.6089 | 0.6113 | 0.6089 | 0.7803 |
194
+ | No log | 16.8235 | 286 | 0.6040 | 0.6065 | 0.6040 | 0.7772 |
195
+ | No log | 16.9412 | 288 | 0.5912 | 0.6307 | 0.5912 | 0.7689 |
196
+ | No log | 17.0588 | 290 | 0.5853 | 0.6657 | 0.5853 | 0.7651 |
197
+ | No log | 17.1765 | 292 | 0.5792 | 0.6307 | 0.5792 | 0.7611 |
198
+ | No log | 17.2941 | 294 | 0.5672 | 0.6547 | 0.5672 | 0.7532 |
199
+ | No log | 17.4118 | 296 | 0.5836 | 0.6684 | 0.5836 | 0.7639 |
200
+ | No log | 17.5294 | 298 | 0.5819 | 0.6602 | 0.5819 | 0.7628 |
201
+ | No log | 17.6471 | 300 | 0.5690 | 0.6282 | 0.5690 | 0.7543 |
202
+ | No log | 17.7647 | 302 | 0.5761 | 0.6491 | 0.5761 | 0.7590 |
203
+ | No log | 17.8824 | 304 | 0.6327 | 0.6556 | 0.6327 | 0.7954 |
204
+ | No log | 18.0 | 306 | 0.6197 | 0.6556 | 0.6197 | 0.7872 |
205
+ | No log | 18.1176 | 308 | 0.5496 | 0.6712 | 0.5496 | 0.7414 |
206
+ | No log | 18.2353 | 310 | 0.5552 | 0.6427 | 0.5552 | 0.7451 |
207
+ | No log | 18.3529 | 312 | 0.5897 | 0.5783 | 0.5897 | 0.7679 |
208
+ | No log | 18.4706 | 314 | 0.5965 | 0.6307 | 0.5965 | 0.7723 |
209
+ | No log | 18.5882 | 316 | 0.6153 | 0.6578 | 0.6153 | 0.7844 |
210
+ | No log | 18.7059 | 318 | 0.6374 | 0.6319 | 0.6374 | 0.7984 |
211
+ | No log | 18.8235 | 320 | 0.6097 | 0.6511 | 0.6097 | 0.7808 |
212
+ | No log | 18.9412 | 322 | 0.5881 | 0.6324 | 0.5881 | 0.7669 |
213
+ | No log | 19.0588 | 324 | 0.5980 | 0.6589 | 0.5980 | 0.7733 |
214
+ | No log | 19.1765 | 326 | 0.6375 | 0.6774 | 0.6375 | 0.7985 |
215
+ | No log | 19.2941 | 328 | 0.6353 | 0.6502 | 0.6353 | 0.7971 |
216
+ | No log | 19.4118 | 330 | 0.6195 | 0.6451 | 0.6195 | 0.7871 |
217
+ | No log | 19.5294 | 332 | 0.6196 | 0.6451 | 0.6196 | 0.7871 |
218
+ | No log | 19.6471 | 334 | 0.6131 | 0.5969 | 0.6131 | 0.7830 |
219
+ | No log | 19.7647 | 336 | 0.5958 | 0.6314 | 0.5958 | 0.7719 |
220
+ | No log | 19.8824 | 338 | 0.5751 | 0.6526 | 0.5751 | 0.7584 |
221
+ | No log | 20.0 | 340 | 0.6037 | 0.6288 | 0.6037 | 0.7770 |
222
+ | No log | 20.1176 | 342 | 0.5946 | 0.6174 | 0.5946 | 0.7711 |
223
+ | No log | 20.2353 | 344 | 0.6233 | 0.6237 | 0.6233 | 0.7895 |
224
+ | No log | 20.3529 | 346 | 0.7215 | 0.5968 | 0.7215 | 0.8494 |
225
+ | No log | 20.4706 | 348 | 0.6896 | 0.6015 | 0.6896 | 0.8304 |
226
+ | No log | 20.5882 | 350 | 0.6140 | 0.5972 | 0.6140 | 0.7836 |
227
+ | No log | 20.7059 | 352 | 0.6083 | 0.5315 | 0.6083 | 0.7799 |
228
+ | No log | 20.8235 | 354 | 0.6073 | 0.5202 | 0.6073 | 0.7793 |
229
+ | No log | 20.9412 | 356 | 0.6049 | 0.5983 | 0.6049 | 0.7778 |
230
+ | No log | 21.0588 | 358 | 0.6892 | 0.6032 | 0.6892 | 0.8302 |
231
+ | No log | 21.1765 | 360 | 0.7245 | 0.6079 | 0.7245 | 0.8511 |
232
+ | No log | 21.2941 | 362 | 0.6814 | 0.6377 | 0.6814 | 0.8254 |
233
+ | No log | 21.4118 | 364 | 0.6109 | 0.6511 | 0.6109 | 0.7816 |
234
+ | No log | 21.5294 | 366 | 0.5988 | 0.6617 | 0.5988 | 0.7738 |
235
+ | No log | 21.6471 | 368 | 0.6510 | 0.6823 | 0.6510 | 0.8068 |
236
+ | No log | 21.7647 | 370 | 0.6533 | 0.6720 | 0.6533 | 0.8082 |
237
+ | No log | 21.8824 | 372 | 0.5851 | 0.6177 | 0.5851 | 0.7649 |
238
+ | No log | 22.0 | 374 | 0.5748 | 0.6476 | 0.5748 | 0.7582 |
239
+ | No log | 22.1176 | 376 | 0.5785 | 0.6476 | 0.5785 | 0.7606 |
240
+ | No log | 22.2353 | 378 | 0.5823 | 0.5990 | 0.5823 | 0.7631 |
241
+ | No log | 22.3529 | 380 | 0.6705 | 0.6247 | 0.6705 | 0.8188 |
242
+ | No log | 22.4706 | 382 | 0.6899 | 0.6331 | 0.6899 | 0.8306 |
243
+ | No log | 22.5882 | 384 | 0.6270 | 0.6284 | 0.6270 | 0.7919 |
244
+ | No log | 22.7059 | 386 | 0.5760 | 0.5959 | 0.5760 | 0.7589 |
245
+ | No log | 22.8235 | 388 | 0.5840 | 0.6636 | 0.5840 | 0.7642 |
246
+ | No log | 22.9412 | 390 | 0.5774 | 0.6452 | 0.5774 | 0.7598 |
247
+ | No log | 23.0588 | 392 | 0.5904 | 0.6356 | 0.5904 | 0.7683 |
248
+ | No log | 23.1765 | 394 | 0.6305 | 0.6380 | 0.6305 | 0.7941 |
249
+ | No log | 23.2941 | 396 | 0.6321 | 0.6207 | 0.6321 | 0.7951 |
250
+ | No log | 23.4118 | 398 | 0.6016 | 0.6460 | 0.6016 | 0.7756 |
251
+ | No log | 23.5294 | 400 | 0.5722 | 0.6479 | 0.5722 | 0.7564 |
252
+ | No log | 23.6471 | 402 | 0.5627 | 0.6095 | 0.5627 | 0.7501 |
253
+ | No log | 23.7647 | 404 | 0.5568 | 0.6391 | 0.5568 | 0.7462 |
254
+ | No log | 23.8824 | 406 | 0.5651 | 0.6672 | 0.5651 | 0.7517 |
255
+ | No log | 24.0 | 408 | 0.5646 | 0.6760 | 0.5646 | 0.7514 |
256
+ | No log | 24.1176 | 410 | 0.5543 | 0.6224 | 0.5543 | 0.7445 |
257
+ | No log | 24.2353 | 412 | 0.5806 | 0.6644 | 0.5806 | 0.7620 |
258
+ | No log | 24.3529 | 414 | 0.5900 | 0.6507 | 0.5900 | 0.7681 |
259
+ | No log | 24.4706 | 416 | 0.5582 | 0.6164 | 0.5582 | 0.7472 |
260
+ | No log | 24.5882 | 418 | 0.5743 | 0.6335 | 0.5743 | 0.7578 |
261
+ | No log | 24.7059 | 420 | 0.6045 | 0.6678 | 0.6045 | 0.7775 |
262
+ | No log | 24.8235 | 422 | 0.6087 | 0.6766 | 0.6087 | 0.7802 |
263
+ | No log | 24.9412 | 424 | 0.5901 | 0.6198 | 0.5901 | 0.7682 |
264
+ | No log | 25.0588 | 426 | 0.5928 | 0.6581 | 0.5928 | 0.7699 |
265
+ | No log | 25.1765 | 428 | 0.6219 | 0.6564 | 0.6219 | 0.7886 |
266
+ | No log | 25.2941 | 430 | 0.6404 | 0.6170 | 0.6404 | 0.8003 |
267
+ | No log | 25.4118 | 432 | 0.6552 | 0.5978 | 0.6552 | 0.8095 |
268
+ | No log | 25.5294 | 434 | 0.6107 | 0.6217 | 0.6107 | 0.7815 |
269
+ | No log | 25.6471 | 436 | 0.5900 | 0.6762 | 0.5900 | 0.7681 |
270
+ | No log | 25.7647 | 438 | 0.5923 | 0.6625 | 0.5923 | 0.7696 |
271
+ | No log | 25.8824 | 440 | 0.5959 | 0.6470 | 0.5959 | 0.7720 |
272
+ | No log | 26.0 | 442 | 0.6146 | 0.6347 | 0.6146 | 0.7840 |
273
+ | No log | 26.1176 | 444 | 0.5998 | 0.6564 | 0.5998 | 0.7744 |
274
+ | No log | 26.2353 | 446 | 0.5903 | 0.6433 | 0.5903 | 0.7683 |
275
+ | No log | 26.3529 | 448 | 0.5930 | 0.6667 | 0.5930 | 0.7701 |
276
+ | No log | 26.4706 | 450 | 0.5942 | 0.6317 | 0.5942 | 0.7708 |
277
+ | No log | 26.5882 | 452 | 0.5980 | 0.6196 | 0.5980 | 0.7733 |
278
+ | No log | 26.7059 | 454 | 0.6011 | 0.6076 | 0.6011 | 0.7753 |
279
+ | No log | 26.8235 | 456 | 0.6009 | 0.5669 | 0.6009 | 0.7752 |
280
+ | No log | 26.9412 | 458 | 0.5992 | 0.6036 | 0.5992 | 0.7741 |
281
+ | No log | 27.0588 | 460 | 0.5912 | 0.6317 | 0.5912 | 0.7689 |
282
+ | No log | 27.1765 | 462 | 0.5804 | 0.6272 | 0.5804 | 0.7618 |
283
+ | No log | 27.2941 | 464 | 0.5622 | 0.6364 | 0.5622 | 0.7498 |
284
+ | No log | 27.4118 | 466 | 0.5690 | 0.6312 | 0.5690 | 0.7543 |
285
+ | No log | 27.5294 | 468 | 0.6114 | 0.5987 | 0.6114 | 0.7819 |
286
+ | No log | 27.6471 | 470 | 0.5990 | 0.5566 | 0.5990 | 0.7739 |
287
+ | No log | 27.7647 | 472 | 0.5704 | 0.6476 | 0.5704 | 0.7552 |
288
+ | No log | 27.8824 | 474 | 0.5956 | 0.6704 | 0.5956 | 0.7718 |
289
+ | No log | 28.0 | 476 | 0.6557 | 0.6377 | 0.6557 | 0.8097 |
290
+ | No log | 28.1176 | 478 | 0.6888 | 0.6220 | 0.6888 | 0.8299 |
291
+ | No log | 28.2353 | 480 | 0.6639 | 0.6252 | 0.6639 | 0.8148 |
292
+ | No log | 28.3529 | 482 | 0.6044 | 0.6593 | 0.6044 | 0.7774 |
293
+ | No log | 28.4706 | 484 | 0.5580 | 0.6610 | 0.5580 | 0.7470 |
294
+ | No log | 28.5882 | 486 | 0.5393 | 0.6610 | 0.5393 | 0.7344 |
295
+ | No log | 28.7059 | 488 | 0.5402 | 0.6247 | 0.5402 | 0.7350 |
296
+ | No log | 28.8235 | 490 | 0.5452 | 0.6421 | 0.5452 | 0.7384 |
297
+ | No log | 28.9412 | 492 | 0.5694 | 0.6357 | 0.5694 | 0.7546 |
298
+ | No log | 29.0588 | 494 | 0.5662 | 0.6247 | 0.5662 | 0.7525 |
299
+ | No log | 29.1765 | 496 | 0.5509 | 0.6424 | 0.5509 | 0.7422 |
300
+ | No log | 29.2941 | 498 | 0.5566 | 0.6311 | 0.5566 | 0.7461 |
301
+ | 0.2214 | 29.4118 | 500 | 0.5968 | 0.6325 | 0.5968 | 0.7725 |
302
+ | 0.2214 | 29.5294 | 502 | 0.6290 | 0.5751 | 0.6290 | 0.7931 |
303
+ | 0.2214 | 29.6471 | 504 | 0.6324 | 0.5775 | 0.6324 | 0.7952 |
304
+ | 0.2214 | 29.7647 | 506 | 0.6042 | 0.6432 | 0.6042 | 0.7773 |
305
+ | 0.2214 | 29.8824 | 508 | 0.5648 | 0.6424 | 0.5648 | 0.7515 |
306
+ | 0.2214 | 30.0 | 510 | 0.5449 | 0.6354 | 0.5449 | 0.7382 |
307
+ | 0.2214 | 30.1176 | 512 | 0.5449 | 0.6564 | 0.5449 | 0.7382 |
308
+ | 0.2214 | 30.2353 | 514 | 0.5497 | 0.6919 | 0.5497 | 0.7414 |
309
+ | 0.2214 | 30.3529 | 516 | 0.5341 | 0.6911 | 0.5341 | 0.7308 |
310
+ | 0.2214 | 30.4706 | 518 | 0.5400 | 0.6491 | 0.5400 | 0.7349 |
311
+ | 0.2214 | 30.5882 | 520 | 0.5505 | 0.6482 | 0.5505 | 0.7419 |
312
+ | 0.2214 | 30.7059 | 522 | 0.5460 | 0.6415 | 0.5460 | 0.7389 |
313
+ | 0.2214 | 30.8235 | 524 | 0.5413 | 0.6433 | 0.5413 | 0.7357 |
314
+ | 0.2214 | 30.9412 | 526 | 0.5430 | 0.6813 | 0.5430 | 0.7369 |
315
+ | 0.2214 | 31.0588 | 528 | 0.5424 | 0.6770 | 0.5424 | 0.7365 |
316
+ | 0.2214 | 31.1765 | 530 | 0.5376 | 0.6874 | 0.5376 | 0.7332 |
317
+ | 0.2214 | 31.2941 | 532 | 0.5386 | 0.6874 | 0.5386 | 0.7339 |
318
+ | 0.2214 | 31.4118 | 534 | 0.5381 | 0.6649 | 0.5381 | 0.7336 |
319
+ | 0.2214 | 31.5294 | 536 | 0.5409 | 0.6649 | 0.5409 | 0.7355 |
320
+ | 0.2214 | 31.6471 | 538 | 0.5426 | 0.6649 | 0.5426 | 0.7366 |
321
+ | 0.2214 | 31.7647 | 540 | 0.5471 | 0.6690 | 0.5471 | 0.7397 |
322
+ | 0.2214 | 31.8824 | 542 | 0.5645 | 0.6327 | 0.5645 | 0.7513 |
323
+ | 0.2214 | 32.0 | 544 | 0.5834 | 0.5894 | 0.5834 | 0.7638 |
324
+ | 0.2214 | 32.1176 | 546 | 0.5756 | 0.5894 | 0.5756 | 0.7587 |
325
+ | 0.2214 | 32.2353 | 548 | 0.5661 | 0.6164 | 0.5661 | 0.7524 |
326
+ | 0.2214 | 32.3529 | 550 | 0.5775 | 0.6424 | 0.5775 | 0.7600 |
327
+ | 0.2214 | 32.4706 | 552 | 0.5704 | 0.6320 | 0.5704 | 0.7552 |
328
+ | 0.2214 | 32.5882 | 554 | 0.5782 | 0.6424 | 0.5782 | 0.7604 |
329
+ | 0.2214 | 32.7059 | 556 | 0.5843 | 0.6196 | 0.5843 | 0.7644 |
330
+ | 0.2214 | 32.8235 | 558 | 0.5994 | 0.5542 | 0.5994 | 0.7742 |
331
+ | 0.2214 | 32.9412 | 560 | 0.6063 | 0.5542 | 0.6063 | 0.7787 |
332
+ | 0.2214 | 33.0588 | 562 | 0.6098 | 0.5542 | 0.6098 | 0.7809 |
333
+ | 0.2214 | 33.1765 | 564 | 0.6452 | 0.6335 | 0.6452 | 0.8032 |
334
+ | 0.2214 | 33.2941 | 566 | 0.6751 | 0.6241 | 0.6751 | 0.8217 |
335
+ | 0.2214 | 33.4118 | 568 | 0.6958 | 0.6143 | 0.6958 | 0.8341 |
336
+ | 0.2214 | 33.5294 | 570 | 0.7069 | 0.6143 | 0.7069 | 0.8408 |
337
+ | 0.2214 | 33.6471 | 572 | 0.6921 | 0.6143 | 0.6921 | 0.8320 |
338
+ | 0.2214 | 33.7647 | 574 | 0.6890 | 0.6143 | 0.6890 | 0.8301 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
339
 
340
 
341
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