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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task7_organization

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  1. README.md +279 -517
  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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_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: 0.8817
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- - Qwk: 0.2967
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- - Mse: 0.8817
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- - Rmse: 0.9390
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  ## Model description
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@@ -47,517 +47,279 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0238 | 2 | 2.6632 | -0.0449 | 2.6632 | 1.6319 |
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- | No log | 0.0476 | 4 | 1.4024 | 0.1490 | 1.4024 | 1.1842 |
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- | No log | 0.0714 | 6 | 1.0604 | -0.1408 | 1.0604 | 1.0297 |
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- | No log | 0.0952 | 8 | 0.8477 | 0.0408 | 0.8477 | 0.9207 |
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- | No log | 0.1190 | 10 | 0.8269 | 0.0377 | 0.8269 | 0.9094 |
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- | No log | 0.1429 | 12 | 0.7872 | 0.1093 | 0.7872 | 0.8872 |
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- | No log | 0.1667 | 14 | 0.7449 | 0.1184 | 0.7449 | 0.8631 |
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- | No log | 0.1905 | 16 | 0.7731 | 0.1139 | 0.7731 | 0.8793 |
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- | No log | 0.2143 | 18 | 0.7781 | 0.0359 | 0.7781 | 0.8821 |
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- | No log | 0.2381 | 20 | 0.7876 | 0.1187 | 0.7876 | 0.8875 |
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- | No log | 0.2619 | 22 | 0.8654 | 0.0966 | 0.8654 | 0.9302 |
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- | No log | 0.2857 | 24 | 0.8686 | 0.1766 | 0.8686 | 0.9320 |
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- | No log | 0.3095 | 26 | 0.9599 | 0.2562 | 0.9599 | 0.9798 |
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- | No log | 0.3333 | 28 | 0.9641 | 0.2562 | 0.9641 | 0.9819 |
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- | No log | 0.3571 | 30 | 0.7411 | 0.1846 | 0.7411 | 0.8608 |
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- | No log | 0.3810 | 32 | 0.7396 | 0.1660 | 0.7396 | 0.8600 |
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- | No log | 0.4048 | 34 | 0.7186 | 0.1846 | 0.7186 | 0.8477 |
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- | No log | 0.4286 | 36 | 0.7205 | 0.2621 | 0.7205 | 0.8488 |
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- | No log | 0.4524 | 38 | 0.7193 | 0.2913 | 0.7193 | 0.8481 |
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- | No log | 0.4762 | 40 | 0.7428 | 0.2913 | 0.7428 | 0.8619 |
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- | No log | 0.5 | 42 | 0.8872 | 0.3042 | 0.8872 | 0.9419 |
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- | No log | 0.5238 | 44 | 0.9335 | 0.3231 | 0.9335 | 0.9662 |
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- | No log | 0.5476 | 46 | 0.9511 | 0.2728 | 0.9511 | 0.9753 |
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- | No log | 0.5714 | 48 | 0.9742 | 0.2728 | 0.9742 | 0.9870 |
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- | No log | 0.5952 | 50 | 0.9962 | 0.2487 | 0.9962 | 0.9981 |
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- | No log | 0.6190 | 52 | 1.3825 | 0.1267 | 1.3825 | 1.1758 |
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- | No log | 0.6429 | 54 | 1.7647 | 0.0012 | 1.7647 | 1.3284 |
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- | No log | 0.6667 | 56 | 1.6560 | 0.0693 | 1.6560 | 1.2869 |
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- | No log | 0.6905 | 58 | 1.6380 | 0.0526 | 1.6380 | 1.2798 |
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- | No log | 0.7143 | 60 | 1.6598 | 0.0868 | 1.6598 | 1.2883 |
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- | No log | 0.7381 | 62 | 1.5879 | 0.1053 | 1.5879 | 1.2601 |
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- | No log | 0.7619 | 64 | 1.1019 | 0.2613 | 1.1019 | 1.0497 |
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- | No log | 0.7857 | 66 | 1.0208 | 0.2706 | 1.0208 | 1.0103 |
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- | No log | 0.8095 | 68 | 0.9030 | 0.2539 | 0.9030 | 0.9503 |
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- | No log | 0.8333 | 70 | 0.8273 | 0.3127 | 0.8273 | 0.9096 |
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- | No log | 0.8571 | 72 | 0.7608 | 0.3352 | 0.7608 | 0.8722 |
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- | No log | 0.8810 | 74 | 0.7874 | 0.2530 | 0.7874 | 0.8874 |
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- | No log | 0.9048 | 76 | 0.8182 | 0.3127 | 0.8182 | 0.9045 |
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- | No log | 0.9286 | 78 | 0.8168 | 0.2817 | 0.8168 | 0.9038 |
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- | No log | 0.9524 | 80 | 1.0713 | 0.2730 | 1.0713 | 1.0350 |
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- | No log | 0.9762 | 82 | 1.4339 | 0.1663 | 1.4339 | 1.1975 |
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- | No log | 1.0 | 84 | 1.4633 | 0.1734 | 1.4633 | 1.2097 |
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- | No log | 1.0238 | 86 | 1.1081 | 0.2730 | 1.1081 | 1.0527 |
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- | No log | 1.0476 | 88 | 0.8038 | 0.2261 | 0.8038 | 0.8965 |
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- | No log | 1.0714 | 90 | 0.8190 | 0.1813 | 0.8190 | 0.9050 |
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- | No log | 1.0952 | 92 | 0.7985 | 0.1648 | 0.7985 | 0.8936 |
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- | No log | 1.1190 | 94 | 0.9711 | 0.3169 | 0.9711 | 0.9854 |
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- | No log | 1.1429 | 96 | 1.1174 | 0.2227 | 1.1174 | 1.0571 |
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- | No log | 1.1667 | 98 | 1.0242 | 0.2703 | 1.0242 | 1.0120 |
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- | No log | 1.1905 | 100 | 0.8918 | 0.3032 | 0.8918 | 0.9443 |
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- | No log | 1.2143 | 102 | 0.9235 | 0.2726 | 0.9235 | 0.9610 |
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- | No log | 1.2381 | 104 | 1.1401 | 0.3031 | 1.1401 | 1.0677 |
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- | No log | 1.2619 | 106 | 1.2257 | 0.2687 | 1.2257 | 1.1071 |
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- | No log | 1.2857 | 108 | 1.2756 | 0.2733 | 1.2756 | 1.1294 |
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- | No log | 1.3095 | 110 | 1.0389 | 0.3204 | 1.0389 | 1.0193 |
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- | No log | 1.3333 | 112 | 0.9336 | 0.2348 | 0.9336 | 0.9662 |
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- | No log | 1.3571 | 114 | 0.9411 | 0.2342 | 0.9411 | 0.9701 |
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- | No log | 1.3810 | 116 | 1.1261 | 0.2330 | 1.1261 | 1.0612 |
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- | No log | 1.4048 | 118 | 1.3949 | 0.0671 | 1.3949 | 1.1811 |
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- | No log | 1.4286 | 120 | 1.3803 | 0.0512 | 1.3803 | 1.1749 |
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- | No log | 1.4524 | 122 | 1.1692 | 0.1895 | 1.1692 | 1.0813 |
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- | No log | 1.4762 | 124 | 1.0693 | 0.2677 | 1.0693 | 1.0340 |
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- | No log | 1.5 | 126 | 0.9732 | 0.2287 | 0.9732 | 0.9865 |
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- | No log | 1.5238 | 128 | 0.9770 | 0.2287 | 0.9770 | 0.9884 |
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- | No log | 1.5476 | 130 | 1.1758 | 0.2601 | 1.1758 | 1.0844 |
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- | No log | 1.5714 | 132 | 1.2726 | 0.1939 | 1.2726 | 1.1281 |
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- | No log | 1.5952 | 134 | 1.1226 | 0.2416 | 1.1226 | 1.0595 |
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- | No log | 1.6190 | 136 | 1.0810 | 0.2529 | 1.0810 | 1.0397 |
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- | No log | 1.6429 | 138 | 1.2642 | 0.1544 | 1.2642 | 1.1244 |
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- | No log | 1.6667 | 140 | 1.2796 | 0.1860 | 1.2796 | 1.1312 |
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- | No log | 1.6905 | 142 | 1.0818 | 0.2552 | 1.0818 | 1.0401 |
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- | No log | 1.7143 | 144 | 0.9242 | 0.3110 | 0.9242 | 0.9613 |
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- | No log | 1.7381 | 146 | 0.9554 | 0.2810 | 0.9554 | 0.9774 |
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- | No log | 1.7619 | 148 | 1.1449 | 0.2264 | 1.1449 | 1.0700 |
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- | No log | 1.7857 | 150 | 1.2844 | 0.1002 | 1.2844 | 1.1333 |
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- | No log | 1.8095 | 152 | 1.3660 | 0.0419 | 1.3660 | 1.1687 |
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- | No log | 1.8333 | 154 | 1.3317 | 0.0873 | 1.3317 | 1.1540 |
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- | No log | 1.8571 | 156 | 1.1050 | 0.1870 | 1.1050 | 1.0512 |
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- | No log | 1.8810 | 158 | 0.8525 | 0.2574 | 0.8525 | 0.9233 |
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- | No log | 1.9048 | 160 | 0.7783 | 0.3224 | 0.7783 | 0.8822 |
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- | No log | 1.9286 | 162 | 0.7638 | 0.2063 | 0.7638 | 0.8740 |
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- | No log | 1.9524 | 164 | 0.7960 | 0.2527 | 0.7960 | 0.8922 |
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- | No log | 1.9762 | 166 | 0.9763 | 0.3114 | 0.9763 | 0.9881 |
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- | No log | 2.0 | 168 | 1.1731 | 0.1981 | 1.1731 | 1.0831 |
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- | No log | 2.0238 | 170 | 1.2330 | 0.1646 | 1.2330 | 1.1104 |
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- | No log | 2.0476 | 172 | 1.1590 | 0.2031 | 1.1590 | 1.0766 |
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- | No log | 2.0714 | 174 | 1.0211 | 0.3251 | 1.0211 | 1.0105 |
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- | No log | 2.0952 | 176 | 1.0538 | 0.2577 | 1.0538 | 1.0265 |
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- | No log | 2.1190 | 178 | 1.1043 | 0.2756 | 1.1043 | 1.0508 |
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- | No log | 2.1429 | 180 | 1.0321 | 0.2460 | 1.0321 | 1.0159 |
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- | No log | 2.1667 | 182 | 0.9183 | 0.3425 | 0.9183 | 0.9583 |
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- | No log | 2.1905 | 184 | 0.8983 | 0.2843 | 0.8983 | 0.9478 |
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- | No log | 2.2143 | 186 | 0.8866 | 0.2904 | 0.8866 | 0.9416 |
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- | No log | 2.2381 | 188 | 0.9677 | 0.3231 | 0.9677 | 0.9837 |
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- | No log | 2.2619 | 190 | 0.9675 | 0.3231 | 0.9675 | 0.9836 |
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- | No log | 2.2857 | 192 | 0.9888 | 0.3110 | 0.9888 | 0.9944 |
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- | No log | 2.3095 | 194 | 1.1244 | 0.2552 | 1.1244 | 1.0604 |
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- | No log | 2.3333 | 196 | 1.1981 | 0.1944 | 1.1981 | 1.0946 |
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- | No log | 2.3571 | 198 | 1.0484 | 0.2954 | 1.0484 | 1.0239 |
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- | No log | 2.3810 | 200 | 0.9462 | 0.3870 | 0.9462 | 0.9727 |
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- | No log | 2.4048 | 202 | 0.8508 | 0.3359 | 0.8508 | 0.9224 |
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- | No log | 2.4286 | 204 | 0.8377 | 0.3169 | 0.8377 | 0.9153 |
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- | No log | 2.4524 | 206 | 0.8854 | 0.3169 | 0.8854 | 0.9410 |
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- | No log | 2.4762 | 208 | 0.8732 | 0.2904 | 0.8732 | 0.9345 |
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- | No log | 2.5 | 210 | 0.9116 | 0.2697 | 0.9116 | 0.9548 |
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- | No log | 2.5238 | 212 | 0.9984 | 0.2781 | 0.9984 | 0.9992 |
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- | No log | 2.5476 | 214 | 0.8845 | 0.2754 | 0.8845 | 0.9405 |
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- | No log | 2.5714 | 216 | 0.8118 | 0.2754 | 0.8118 | 0.9010 |
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- | No log | 2.5952 | 218 | 0.8433 | 0.2754 | 0.8433 | 0.9183 |
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- | No log | 2.6190 | 220 | 0.9367 | 0.3294 | 0.9367 | 0.9678 |
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- | No log | 2.6429 | 222 | 1.1113 | 0.2806 | 1.1113 | 1.0542 |
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- | No log | 2.6667 | 224 | 1.1502 | 0.3029 | 1.1502 | 1.0725 |
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- | No log | 2.6905 | 226 | 0.9349 | 0.2781 | 0.9349 | 0.9669 |
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- | No log | 2.7143 | 228 | 0.7410 | 0.2817 | 0.7410 | 0.8608 |
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- | No log | 2.7381 | 230 | 0.7207 | 0.2950 | 0.7207 | 0.8490 |
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- | No log | 2.7619 | 232 | 0.7276 | 0.3444 | 0.7276 | 0.8530 |
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- | No log | 2.7857 | 234 | 0.8196 | 0.2982 | 0.8196 | 0.9053 |
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- | No log | 2.8095 | 236 | 1.0198 | 0.3455 | 1.0198 | 1.0099 |
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- | No log | 2.8333 | 238 | 0.9729 | 0.3643 | 0.9729 | 0.9864 |
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- | No log | 2.8571 | 240 | 0.7675 | 0.3234 | 0.7675 | 0.8761 |
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- | No log | 2.8810 | 242 | 0.7356 | 0.3099 | 0.7356 | 0.8577 |
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- | No log | 2.9048 | 244 | 0.8306 | 0.2387 | 0.8306 | 0.9114 |
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- | No log | 2.9286 | 246 | 1.2602 | 0.2442 | 1.2602 | 1.1226 |
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- | No log | 2.9524 | 248 | 1.5553 | 0.1165 | 1.5553 | 1.2471 |
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- | No log | 2.9762 | 250 | 1.4033 | 0.1549 | 1.4033 | 1.1846 |
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- | No log | 3.0 | 252 | 1.0236 | 0.2995 | 1.0236 | 1.0117 |
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- | No log | 3.0238 | 254 | 0.7931 | 0.3234 | 0.7931 | 0.8906 |
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- | No log | 3.0476 | 256 | 0.7309 | 0.2817 | 0.7309 | 0.8549 |
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- | No log | 3.0714 | 258 | 0.7549 | 0.2817 | 0.7549 | 0.8689 |
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- | No log | 3.0952 | 260 | 0.8889 | 0.2615 | 0.8889 | 0.9428 |
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- | No log | 3.1190 | 262 | 1.1067 | 0.2732 | 1.1067 | 1.0520 |
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- | No log | 3.1429 | 264 | 1.1205 | 0.2732 | 1.1205 | 1.0585 |
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- | No log | 3.1667 | 266 | 1.0045 | 0.3347 | 1.0045 | 1.0023 |
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- | No log | 3.1905 | 268 | 0.8484 | 0.2843 | 0.8484 | 0.9211 |
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- | No log | 3.2143 | 270 | 0.7589 | 0.3032 | 0.7589 | 0.8711 |
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- | No log | 3.2381 | 272 | 0.7439 | 0.3099 | 0.7439 | 0.8625 |
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- | No log | 3.2619 | 274 | 0.8265 | 0.3234 | 0.8265 | 0.9091 |
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- | No log | 3.2857 | 276 | 1.0308 | 0.3169 | 1.0308 | 1.0153 |
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- | No log | 3.3095 | 278 | 1.1517 | 0.2020 | 1.1517 | 1.0732 |
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- | No log | 3.3333 | 280 | 1.1023 | 0.2324 | 1.1023 | 1.0499 |
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- | No log | 3.3571 | 282 | 1.0420 | 0.2683 | 1.0420 | 1.0208 |
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- | No log | 3.3810 | 284 | 0.9594 | 0.2866 | 0.9594 | 0.9795 |
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- | No log | 3.4048 | 286 | 0.8598 | 0.3359 | 0.8598 | 0.9272 |
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- | No log | 3.4286 | 288 | 0.7598 | 0.3673 | 0.7598 | 0.8716 |
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- | No log | 3.4524 | 290 | 0.7655 | 0.3755 | 0.7655 | 0.8749 |
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- | No log | 3.4762 | 292 | 0.8728 | 0.2410 | 0.8728 | 0.9343 |
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- | No log | 3.5 | 294 | 1.1039 | 0.2389 | 1.1039 | 1.0507 |
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- | No log | 3.5238 | 296 | 1.1263 | 0.2363 | 1.1263 | 1.0613 |
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- | No log | 3.5476 | 298 | 0.9806 | 0.2615 | 0.9806 | 0.9902 |
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- | No log | 3.5714 | 300 | 0.9335 | 0.2982 | 0.9335 | 0.9662 |
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- | No log | 3.5952 | 302 | 1.0276 | 0.2810 | 1.0276 | 1.0137 |
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- | No log | 3.6190 | 304 | 1.1785 | 0.1832 | 1.1785 | 1.0856 |
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- | No log | 3.6429 | 306 | 1.3018 | 0.1371 | 1.3018 | 1.1410 |
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- | No log | 3.6667 | 308 | 1.2378 | 0.1723 | 1.2378 | 1.1125 |
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- | No log | 3.6905 | 310 | 1.0631 | 0.2411 | 1.0631 | 1.0311 |
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- | No log | 3.7143 | 312 | 0.9621 | 0.2982 | 0.9621 | 0.9808 |
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- | No log | 3.7381 | 314 | 0.9159 | 0.2982 | 0.9159 | 0.9570 |
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- | No log | 3.7619 | 316 | 0.9034 | 0.3042 | 0.9034 | 0.9505 |
210
- | No log | 3.7857 | 318 | 0.9591 | 0.2615 | 0.9591 | 0.9794 |
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- | No log | 3.8095 | 320 | 0.9435 | 0.2562 | 0.9435 | 0.9713 |
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- | No log | 3.8333 | 322 | 0.8587 | 0.3042 | 0.8587 | 0.9267 |
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- | No log | 3.8571 | 324 | 0.7699 | 0.3238 | 0.7699 | 0.8775 |
214
- | No log | 3.8810 | 326 | 0.7508 | 0.3673 | 0.7508 | 0.8665 |
215
- | No log | 3.9048 | 328 | 0.8064 | 0.2012 | 0.8064 | 0.8980 |
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- | No log | 3.9286 | 330 | 1.0429 | 0.2032 | 1.0429 | 1.0212 |
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- | No log | 3.9524 | 332 | 1.1978 | 0.1235 | 1.1978 | 1.0945 |
218
- | No log | 3.9762 | 334 | 1.1136 | 0.2183 | 1.1136 | 1.0553 |
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- | No log | 4.0 | 336 | 0.9297 | 0.2615 | 0.9297 | 0.9642 |
220
- | No log | 4.0238 | 338 | 0.7824 | 0.3238 | 0.7824 | 0.8846 |
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- | No log | 4.0476 | 340 | 0.7240 | 0.2787 | 0.7240 | 0.8509 |
222
- | No log | 4.0714 | 342 | 0.7482 | 0.3387 | 0.7482 | 0.8650 |
223
- | No log | 4.0952 | 344 | 0.8623 | 0.2193 | 0.8623 | 0.9286 |
224
- | No log | 4.1190 | 346 | 1.0258 | 0.2615 | 1.0258 | 1.0128 |
225
- | No log | 4.1429 | 348 | 1.1413 | 0.2125 | 1.1413 | 1.0683 |
226
- | No log | 4.1667 | 350 | 1.0814 | 0.2510 | 1.0814 | 1.0399 |
227
- | No log | 4.1905 | 352 | 0.9306 | 0.2670 | 0.9306 | 0.9647 |
228
- | No log | 4.2143 | 354 | 0.8897 | 0.2670 | 0.8897 | 0.9432 |
229
- | No log | 4.2381 | 356 | 0.8963 | 0.2670 | 0.8963 | 0.9468 |
230
- | No log | 4.2619 | 358 | 0.8963 | 0.2670 | 0.8963 | 0.9467 |
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- | No log | 4.2857 | 360 | 0.8200 | 0.1962 | 0.8200 | 0.9056 |
232
- | No log | 4.3095 | 362 | 0.7734 | 0.3673 | 0.7734 | 0.8794 |
233
- | No log | 4.3333 | 364 | 0.7494 | 0.3092 | 0.7494 | 0.8657 |
234
- | No log | 4.3571 | 366 | 0.7275 | 0.2206 | 0.7275 | 0.8530 |
235
- | No log | 4.3810 | 368 | 0.7535 | 0.2145 | 0.7535 | 0.8681 |
236
- | No log | 4.4048 | 370 | 0.7549 | 0.2270 | 0.7549 | 0.8689 |
237
- | No log | 4.4286 | 372 | 0.7763 | 0.2270 | 0.7763 | 0.8811 |
238
- | No log | 4.4524 | 374 | 0.8237 | 0.2027 | 0.8237 | 0.9076 |
239
- | No log | 4.4762 | 376 | 0.8583 | 0.1815 | 0.8583 | 0.9264 |
240
- | No log | 4.5 | 378 | 0.9256 | 0.2692 | 0.9256 | 0.9621 |
241
- | No log | 4.5238 | 380 | 0.9214 | 0.2632 | 0.9214 | 0.9599 |
242
- | No log | 4.5476 | 382 | 0.9900 | 0.1822 | 0.9900 | 0.9950 |
243
- | No log | 4.5714 | 384 | 1.0932 | 0.2562 | 1.0932 | 1.0455 |
244
- | No log | 4.5952 | 386 | 1.2413 | 0.1523 | 1.2413 | 1.1141 |
245
- | No log | 4.6190 | 388 | 1.3233 | 0.2020 | 1.3233 | 1.1504 |
246
- | No log | 4.6429 | 390 | 1.2034 | 0.2240 | 1.2034 | 1.0970 |
247
- | No log | 4.6667 | 392 | 1.0261 | 0.1827 | 1.0261 | 1.0130 |
248
- | No log | 4.6905 | 394 | 0.8537 | 0.2754 | 0.8537 | 0.9240 |
249
- | No log | 4.7143 | 396 | 0.8090 | 0.2950 | 0.8090 | 0.8995 |
250
- | No log | 4.7381 | 398 | 0.8337 | 0.2950 | 0.8337 | 0.9131 |
251
- | No log | 4.7619 | 400 | 0.9638 | 0.1822 | 0.9638 | 0.9817 |
252
- | No log | 4.7857 | 402 | 1.2389 | 0.1427 | 1.2389 | 1.1131 |
253
- | No log | 4.8095 | 404 | 1.4052 | 0.1093 | 1.4052 | 1.1854 |
254
- | No log | 4.8333 | 406 | 1.3511 | 0.1367 | 1.3511 | 1.1624 |
255
- | No log | 4.8571 | 408 | 1.1747 | 0.1564 | 1.1747 | 1.0838 |
256
- | No log | 4.8810 | 410 | 0.9792 | 0.1777 | 0.9792 | 0.9895 |
257
- | No log | 4.9048 | 412 | 0.8493 | 0.3238 | 0.8493 | 0.9216 |
258
- | No log | 4.9286 | 414 | 0.8098 | 0.2950 | 0.8098 | 0.8999 |
259
- | No log | 4.9524 | 416 | 0.8071 | 0.2950 | 0.8071 | 0.8984 |
260
- | No log | 4.9762 | 418 | 0.8386 | 0.3238 | 0.8386 | 0.9157 |
261
- | No log | 5.0 | 420 | 0.9654 | 0.1777 | 0.9654 | 0.9825 |
262
- | No log | 5.0238 | 422 | 1.1415 | 0.2529 | 1.1415 | 1.0684 |
263
- | No log | 5.0476 | 424 | 1.2303 | 0.1363 | 1.2303 | 1.1092 |
264
- | No log | 5.0714 | 426 | 1.2480 | 0.1363 | 1.2480 | 1.1172 |
265
- | No log | 5.0952 | 428 | 1.1048 | 0.1692 | 1.1048 | 1.0511 |
266
- | No log | 5.1190 | 430 | 0.9523 | 0.2193 | 0.9523 | 0.9759 |
267
- | No log | 5.1429 | 432 | 0.8542 | 0.2817 | 0.8542 | 0.9242 |
268
- | No log | 5.1667 | 434 | 0.8392 | 0.3238 | 0.8392 | 0.9161 |
269
- | No log | 5.1905 | 436 | 0.9021 | 0.1962 | 0.9021 | 0.9498 |
270
- | No log | 5.2143 | 438 | 1.1230 | 0.2211 | 1.1230 | 1.0597 |
271
- | No log | 5.2381 | 440 | 1.2676 | 0.1235 | 1.2676 | 1.1259 |
272
- | No log | 5.2619 | 442 | 1.1974 | 0.1709 | 1.1974 | 1.0942 |
273
- | No log | 5.2857 | 444 | 0.9693 | 0.1822 | 0.9693 | 0.9845 |
274
- | No log | 5.3095 | 446 | 0.8803 | 0.3167 | 0.8803 | 0.9382 |
275
- | No log | 5.3333 | 448 | 0.9038 | 0.3167 | 0.9038 | 0.9507 |
276
- | No log | 5.3571 | 450 | 1.0393 | 0.1777 | 1.0393 | 1.0194 |
277
- | No log | 5.3810 | 452 | 1.2596 | 0.2207 | 1.2596 | 1.1223 |
278
- | No log | 5.4048 | 454 | 1.3493 | 0.1638 | 1.3493 | 1.1616 |
279
- | No log | 5.4286 | 456 | 1.2878 | 0.1679 | 1.2878 | 1.1348 |
280
- | No log | 5.4524 | 458 | 1.0865 | 0.1827 | 1.0865 | 1.0424 |
281
- | No log | 5.4762 | 460 | 0.8919 | 0.2632 | 0.8919 | 0.9444 |
282
- | No log | 5.5 | 462 | 0.8304 | 0.3238 | 0.8304 | 0.9113 |
283
- | No log | 5.5238 | 464 | 0.8503 | 0.2692 | 0.8503 | 0.9221 |
284
- | No log | 5.5476 | 466 | 0.8501 | 0.3167 | 0.8501 | 0.9220 |
285
- | No log | 5.5714 | 468 | 0.8311 | 0.3167 | 0.8311 | 0.9117 |
286
- | No log | 5.5952 | 470 | 0.8238 | 0.3238 | 0.8238 | 0.9076 |
287
- | No log | 5.6190 | 472 | 0.8555 | 0.3518 | 0.8555 | 0.9250 |
288
- | No log | 5.6429 | 474 | 0.8766 | 0.2967 | 0.8766 | 0.9363 |
289
- | No log | 5.6667 | 476 | 0.9007 | 0.2574 | 0.9007 | 0.9491 |
290
- | No log | 5.6905 | 478 | 0.9147 | 0.2574 | 0.9147 | 0.9564 |
291
- | No log | 5.7143 | 480 | 0.8450 | 0.3099 | 0.8450 | 0.9192 |
292
- | No log | 5.7381 | 482 | 0.7761 | 0.2718 | 0.7761 | 0.8810 |
293
- | No log | 5.7619 | 484 | 0.7773 | 0.2718 | 0.7773 | 0.8816 |
294
- | No log | 5.7857 | 486 | 0.8304 | 0.3099 | 0.8304 | 0.9113 |
295
- | No log | 5.8095 | 488 | 1.0236 | 0.1734 | 1.0236 | 1.0117 |
296
- | No log | 5.8333 | 490 | 1.2666 | 0.1392 | 1.2666 | 1.1254 |
297
- | No log | 5.8571 | 492 | 1.3289 | 0.1363 | 1.3289 | 1.1528 |
298
- | No log | 5.8810 | 494 | 1.2069 | 0.1517 | 1.2069 | 1.0986 |
299
- | No log | 5.9048 | 496 | 1.0504 | 0.1312 | 1.0504 | 1.0249 |
300
- | No log | 5.9286 | 498 | 0.9566 | 0.2094 | 0.9566 | 0.9781 |
301
- | 0.2912 | 5.9524 | 500 | 1.0021 | 0.1651 | 1.0021 | 1.0011 |
302
- | 0.2912 | 5.9762 | 502 | 1.0580 | 0.2119 | 1.0580 | 1.0286 |
303
- | 0.2912 | 6.0 | 504 | 1.1291 | 0.1709 | 1.1291 | 1.0626 |
304
- | 0.2912 | 6.0238 | 506 | 1.0753 | 0.2460 | 1.0753 | 1.0370 |
305
- | 0.2912 | 6.0476 | 508 | 0.9607 | 0.2784 | 0.9607 | 0.9802 |
306
- | 0.2912 | 6.0714 | 510 | 0.8691 | 0.3099 | 0.8691 | 0.9323 |
307
- | 0.2912 | 6.0952 | 512 | 0.8055 | 0.2950 | 0.8055 | 0.8975 |
308
- | 0.2912 | 6.1190 | 514 | 0.8200 | 0.2950 | 0.8200 | 0.9056 |
309
- | 0.2912 | 6.1429 | 516 | 0.8817 | 0.3032 | 0.8817 | 0.9390 |
310
- | 0.2912 | 6.1667 | 518 | 0.8572 | 0.3032 | 0.8572 | 0.9258 |
311
- | 0.2912 | 6.1905 | 520 | 0.8695 | 0.3032 | 0.8695 | 0.9325 |
312
- | 0.2912 | 6.2143 | 522 | 0.8347 | 0.3518 | 0.8347 | 0.9136 |
313
- | 0.2912 | 6.2381 | 524 | 0.7903 | 0.2950 | 0.7903 | 0.8890 |
314
- | 0.2912 | 6.2619 | 526 | 0.7925 | 0.2718 | 0.7925 | 0.8902 |
315
- | 0.2912 | 6.2857 | 528 | 0.8473 | 0.3518 | 0.8473 | 0.9205 |
316
- | 0.2912 | 6.3095 | 530 | 0.9329 | 0.2904 | 0.9329 | 0.9659 |
317
- | 0.2912 | 6.3333 | 532 | 0.9727 | 0.1777 | 0.9727 | 0.9863 |
318
- | 0.2912 | 6.3571 | 534 | 0.9729 | 0.1777 | 0.9729 | 0.9863 |
319
- | 0.2912 | 6.3810 | 536 | 0.9610 | 0.2142 | 0.9610 | 0.9803 |
320
- | 0.2912 | 6.4048 | 538 | 1.0374 | 0.2358 | 1.0374 | 1.0185 |
321
- | 0.2912 | 6.4286 | 540 | 1.1043 | 0.2209 | 1.1043 | 1.0508 |
322
- | 0.2912 | 6.4524 | 542 | 1.1586 | 0.2125 | 1.1586 | 1.0764 |
323
- | 0.2912 | 6.4762 | 544 | 1.0839 | 0.2032 | 1.0839 | 1.0411 |
324
- | 0.2912 | 6.5 | 546 | 0.9958 | 0.2046 | 0.9958 | 0.9979 |
325
- | 0.2912 | 6.5238 | 548 | 0.9915 | 0.1777 | 0.9915 | 0.9957 |
326
- | 0.2912 | 6.5476 | 550 | 1.0445 | 0.2866 | 1.0445 | 1.0220 |
327
- | 0.2912 | 6.5714 | 552 | 1.1141 | 0.2437 | 1.1141 | 1.0555 |
328
- | 0.2912 | 6.5952 | 554 | 1.1400 | 0.1328 | 1.1400 | 1.0677 |
329
- | 0.2912 | 6.6190 | 556 | 1.0404 | 0.2866 | 1.0404 | 1.0200 |
330
- | 0.2912 | 6.6429 | 558 | 1.0080 | 0.2615 | 1.0080 | 1.0040 |
331
- | 0.2912 | 6.6667 | 560 | 1.0382 | 0.2810 | 1.0382 | 1.0189 |
332
- | 0.2912 | 6.6905 | 562 | 1.0098 | 0.2866 | 1.0098 | 1.0049 |
333
- | 0.2912 | 6.7143 | 564 | 0.9276 | 0.2193 | 0.9276 | 0.9631 |
334
- | 0.2912 | 6.7381 | 566 | 0.8908 | 0.3518 | 0.8908 | 0.9438 |
335
- | 0.2912 | 6.7619 | 568 | 0.9311 | 0.2574 | 0.9311 | 0.9649 |
336
- | 0.2912 | 6.7857 | 570 | 1.0863 | 0.2411 | 1.0863 | 1.0423 |
337
- | 0.2912 | 6.8095 | 572 | 1.2987 | 0.1067 | 1.2987 | 1.1396 |
338
- | 0.2912 | 6.8333 | 574 | 1.2860 | 0.1067 | 1.2860 | 1.1340 |
339
- | 0.2912 | 6.8571 | 576 | 1.1207 | 0.2316 | 1.1207 | 1.0586 |
340
- | 0.2912 | 6.8810 | 578 | 0.8989 | 0.3169 | 0.8989 | 0.9481 |
341
- | 0.2912 | 6.9048 | 580 | 0.8334 | 0.2652 | 0.8334 | 0.9129 |
342
- | 0.2912 | 6.9286 | 582 | 0.8488 | 0.3167 | 0.8488 | 0.9213 |
343
- | 0.2912 | 6.9524 | 584 | 0.9488 | 0.2982 | 0.9488 | 0.9740 |
344
- | 0.2912 | 6.9762 | 586 | 1.1323 | 0.1870 | 1.1323 | 1.0641 |
345
- | 0.2912 | 7.0 | 588 | 1.2684 | 0.1581 | 1.2684 | 1.1263 |
346
- | 0.2912 | 7.0238 | 590 | 1.2149 | 0.1497 | 1.2149 | 1.1022 |
347
- | 0.2912 | 7.0476 | 592 | 1.0203 | 0.2259 | 1.0203 | 1.0101 |
348
- | 0.2912 | 7.0714 | 594 | 0.8587 | 0.3518 | 0.8587 | 0.9267 |
349
- | 0.2912 | 7.0952 | 596 | 0.8324 | 0.3238 | 0.8324 | 0.9124 |
350
- | 0.2912 | 7.1190 | 598 | 0.8639 | 0.2632 | 0.8639 | 0.9294 |
351
- | 0.2912 | 7.1429 | 600 | 0.9612 | 0.2726 | 0.9612 | 0.9804 |
352
- | 0.2912 | 7.1667 | 602 | 1.0085 | 0.2358 | 1.0085 | 1.0042 |
353
- | 0.2912 | 7.1905 | 604 | 0.9526 | 0.2726 | 0.9526 | 0.9760 |
354
- | 0.2912 | 7.2143 | 606 | 0.8272 | 0.3518 | 0.8272 | 0.9095 |
355
- | 0.2912 | 7.2381 | 608 | 0.7614 | 0.2085 | 0.7614 | 0.8726 |
356
- | 0.2912 | 7.2619 | 610 | 0.7491 | 0.2145 | 0.7491 | 0.8655 |
357
- | 0.2912 | 7.2857 | 612 | 0.7735 | 0.2652 | 0.7735 | 0.8795 |
358
- | 0.2912 | 7.3095 | 614 | 0.8808 | 0.2632 | 0.8808 | 0.9385 |
359
- | 0.2912 | 7.3333 | 616 | 0.9773 | 0.2892 | 0.9773 | 0.9886 |
360
- | 0.2912 | 7.3571 | 618 | 1.0025 | 0.2537 | 1.0025 | 1.0012 |
361
- | 0.2912 | 7.3810 | 620 | 0.9492 | 0.2726 | 0.9492 | 0.9743 |
362
- | 0.2912 | 7.4048 | 622 | 0.8471 | 0.2692 | 0.8471 | 0.9204 |
363
- | 0.2912 | 7.4286 | 624 | 0.8100 | 0.3518 | 0.8100 | 0.9000 |
364
- | 0.2912 | 7.4524 | 626 | 0.8207 | 0.3518 | 0.8207 | 0.9059 |
365
- | 0.2912 | 7.4762 | 628 | 0.8570 | 0.3099 | 0.8570 | 0.9258 |
366
- | 0.2912 | 7.5 | 630 | 0.8722 | 0.2632 | 0.8722 | 0.9339 |
367
- | 0.2912 | 7.5238 | 632 | 0.9106 | 0.3169 | 0.9106 | 0.9543 |
368
- | 0.2912 | 7.5476 | 634 | 0.9233 | 0.2784 | 0.9233 | 0.9609 |
369
- | 0.2912 | 7.5714 | 636 | 0.9806 | 0.2726 | 0.9806 | 0.9903 |
370
- | 0.2912 | 7.5952 | 638 | 0.9843 | 0.2726 | 0.9843 | 0.9921 |
371
- | 0.2912 | 7.6190 | 640 | 0.9014 | 0.3637 | 0.9014 | 0.9494 |
372
- | 0.2912 | 7.6429 | 642 | 0.8124 | 0.2652 | 0.8124 | 0.9013 |
373
- | 0.2912 | 7.6667 | 644 | 0.7696 | 0.2145 | 0.7696 | 0.8773 |
374
- | 0.2912 | 7.6905 | 646 | 0.7709 | 0.2145 | 0.7709 | 0.8780 |
375
- | 0.2912 | 7.7143 | 648 | 0.7892 | 0.2145 | 0.7892 | 0.8884 |
376
- | 0.2912 | 7.7381 | 650 | 0.8547 | 0.3518 | 0.8547 | 0.9245 |
377
- | 0.2912 | 7.7619 | 652 | 0.9839 | 0.2358 | 0.9839 | 0.9919 |
378
- | 0.2912 | 7.7857 | 654 | 1.0948 | 0.3082 | 1.0948 | 1.0463 |
379
- | 0.2912 | 7.8095 | 656 | 1.0964 | 0.3228 | 1.0964 | 1.0471 |
380
- | 0.2912 | 7.8333 | 658 | 1.0315 | 0.3051 | 1.0315 | 1.0156 |
381
- | 0.2912 | 7.8571 | 660 | 0.8855 | 0.3169 | 0.8855 | 0.9410 |
382
- | 0.2912 | 7.8810 | 662 | 0.7804 | 0.3020 | 0.7804 | 0.8834 |
383
- | 0.2912 | 7.9048 | 664 | 0.7450 | 0.3020 | 0.7450 | 0.8631 |
384
- | 0.2912 | 7.9286 | 666 | 0.7440 | 0.3020 | 0.7440 | 0.8625 |
385
- | 0.2912 | 7.9524 | 668 | 0.7855 | 0.2883 | 0.7855 | 0.8863 |
386
- | 0.2912 | 7.9762 | 670 | 0.8260 | 0.3167 | 0.8260 | 0.9089 |
387
- | 0.2912 | 8.0 | 672 | 0.8924 | 0.3169 | 0.8924 | 0.9447 |
388
- | 0.2912 | 8.0238 | 674 | 0.8567 | 0.3167 | 0.8567 | 0.9256 |
389
- | 0.2912 | 8.0476 | 676 | 0.8250 | 0.3167 | 0.8250 | 0.9083 |
390
- | 0.2912 | 8.0714 | 678 | 0.8623 | 0.3167 | 0.8623 | 0.9286 |
391
- | 0.2912 | 8.0952 | 680 | 0.8829 | 0.3637 | 0.8829 | 0.9396 |
392
- | 0.2912 | 8.1190 | 682 | 0.8910 | 0.3564 | 0.8910 | 0.9439 |
393
- | 0.2912 | 8.1429 | 684 | 0.8659 | 0.4052 | 0.8659 | 0.9305 |
394
- | 0.2912 | 8.1667 | 686 | 0.8542 | 0.4052 | 0.8542 | 0.9242 |
395
- | 0.2912 | 8.1905 | 688 | 0.8777 | 0.3972 | 0.8777 | 0.9369 |
396
- | 0.2912 | 8.2143 | 690 | 0.9499 | 0.2670 | 0.9499 | 0.9746 |
397
- | 0.2912 | 8.2381 | 692 | 1.0246 | 0.3114 | 1.0246 | 1.0122 |
398
- | 0.2912 | 8.2619 | 694 | 1.0515 | 0.3114 | 1.0515 | 1.0254 |
399
- | 0.2912 | 8.2857 | 696 | 1.0018 | 0.2886 | 1.0018 | 1.0009 |
400
- | 0.2912 | 8.3095 | 698 | 0.8840 | 0.3494 | 0.8840 | 0.9402 |
401
- | 0.2912 | 8.3333 | 700 | 0.8191 | 0.3789 | 0.8191 | 0.9050 |
402
- | 0.2912 | 8.3571 | 702 | 0.8088 | 0.3167 | 0.8088 | 0.8993 |
403
- | 0.2912 | 8.3810 | 704 | 0.8285 | 0.3167 | 0.8285 | 0.9102 |
404
- | 0.2912 | 8.4048 | 706 | 0.8090 | 0.3167 | 0.8090 | 0.8994 |
405
- | 0.2912 | 8.4286 | 708 | 0.8565 | 0.4167 | 0.8565 | 0.9255 |
406
- | 0.2912 | 8.4524 | 710 | 0.8713 | 0.4167 | 0.8713 | 0.9334 |
407
- | 0.2912 | 8.4762 | 712 | 0.8488 | 0.3590 | 0.8488 | 0.9213 |
408
- | 0.2912 | 8.5 | 714 | 0.8241 | 0.3167 | 0.8241 | 0.9078 |
409
- | 0.2912 | 8.5238 | 716 | 0.7921 | 0.2883 | 0.7921 | 0.8900 |
410
- | 0.2912 | 8.5476 | 718 | 0.7501 | 0.2857 | 0.7501 | 0.8661 |
411
- | 0.2912 | 8.5714 | 720 | 0.7451 | 0.2857 | 0.7451 | 0.8632 |
412
- | 0.2912 | 8.5952 | 722 | 0.7424 | 0.2857 | 0.7424 | 0.8617 |
413
- | 0.2912 | 8.6190 | 724 | 0.7744 | 0.2950 | 0.7744 | 0.8800 |
414
- | 0.2912 | 8.6429 | 726 | 0.8163 | 0.2883 | 0.8163 | 0.9035 |
415
- | 0.2912 | 8.6667 | 728 | 0.8386 | 0.3518 | 0.8386 | 0.9157 |
416
- | 0.2912 | 8.6905 | 730 | 0.8410 | 0.3789 | 0.8410 | 0.9171 |
417
- | 0.2912 | 8.7143 | 732 | 0.8373 | 0.3637 | 0.8373 | 0.9151 |
418
- | 0.2912 | 8.7381 | 734 | 0.8158 | 0.3099 | 0.8158 | 0.9032 |
419
- | 0.2912 | 8.7619 | 736 | 0.8083 | 0.2883 | 0.8083 | 0.8990 |
420
- | 0.2912 | 8.7857 | 738 | 0.7929 | 0.2883 | 0.7929 | 0.8905 |
421
- | 0.2912 | 8.8095 | 740 | 0.8013 | 0.2883 | 0.8013 | 0.8951 |
422
- | 0.2912 | 8.8333 | 742 | 0.8154 | 0.2883 | 0.8154 | 0.9030 |
423
- | 0.2912 | 8.8571 | 744 | 0.8366 | 0.2883 | 0.8366 | 0.9146 |
424
- | 0.2912 | 8.8810 | 746 | 0.9437 | 0.3169 | 0.9437 | 0.9714 |
425
- | 0.2912 | 8.9048 | 748 | 1.0039 | 0.2754 | 1.0039 | 1.0019 |
426
- | 0.2912 | 8.9286 | 750 | 0.9889 | 0.2726 | 0.9889 | 0.9944 |
427
- | 0.2912 | 8.9524 | 752 | 0.9387 | 0.2726 | 0.9387 | 0.9689 |
428
- | 0.2912 | 8.9762 | 754 | 0.8731 | 0.3169 | 0.8731 | 0.9344 |
429
- | 0.2912 | 9.0 | 756 | 0.8859 | 0.2726 | 0.8859 | 0.9412 |
430
- | 0.2912 | 9.0238 | 758 | 0.9467 | 0.2810 | 0.9467 | 0.9730 |
431
- | 0.2912 | 9.0476 | 760 | 1.0396 | 0.2271 | 1.0396 | 1.0196 |
432
- | 0.2912 | 9.0714 | 762 | 1.1300 | 0.2635 | 1.1300 | 1.0630 |
433
- | 0.2912 | 9.0952 | 764 | 1.1339 | 0.2635 | 1.1339 | 1.0648 |
434
- | 0.2912 | 9.1190 | 766 | 1.1113 | 0.2141 | 1.1113 | 1.0542 |
435
- | 0.2912 | 9.1429 | 768 | 1.0044 | 0.2119 | 1.0044 | 1.0022 |
436
- | 0.2912 | 9.1667 | 770 | 0.9328 | 0.2726 | 0.9328 | 0.9658 |
437
- | 0.2912 | 9.1905 | 772 | 0.9079 | 0.2726 | 0.9079 | 0.9528 |
438
- | 0.2912 | 9.2143 | 774 | 0.8918 | 0.2784 | 0.8918 | 0.9443 |
439
- | 0.2912 | 9.2381 | 776 | 0.9323 | 0.2784 | 0.9323 | 0.9656 |
440
- | 0.2912 | 9.2619 | 778 | 0.9801 | 0.2784 | 0.9801 | 0.9900 |
441
- | 0.2912 | 9.2857 | 780 | 0.9935 | 0.3042 | 0.9935 | 0.9968 |
442
- | 0.2912 | 9.3095 | 782 | 1.0099 | 0.2982 | 1.0099 | 1.0049 |
443
- | 0.2912 | 9.3333 | 784 | 0.9578 | 0.2784 | 0.9578 | 0.9787 |
444
- | 0.2912 | 9.3571 | 786 | 0.8654 | 0.3234 | 0.8654 | 0.9303 |
445
- | 0.2912 | 9.3810 | 788 | 0.7994 | 0.2817 | 0.7994 | 0.8941 |
446
- | 0.2912 | 9.4048 | 790 | 0.7690 | 0.2950 | 0.7690 | 0.8769 |
447
- | 0.2912 | 9.4286 | 792 | 0.7943 | 0.2527 | 0.7943 | 0.8913 |
448
- | 0.2912 | 9.4524 | 794 | 0.8513 | 0.3637 | 0.8513 | 0.9227 |
449
- | 0.2912 | 9.4762 | 796 | 0.9394 | 0.3105 | 0.9394 | 0.9692 |
450
- | 0.2912 | 9.5 | 798 | 1.0027 | 0.2615 | 1.0027 | 1.0014 |
451
- | 0.2912 | 9.5238 | 800 | 0.9904 | 0.2670 | 0.9904 | 0.9952 |
452
- | 0.2912 | 9.5476 | 802 | 0.9780 | 0.2726 | 0.9780 | 0.9889 |
453
- | 0.2912 | 9.5714 | 804 | 0.9705 | 0.2726 | 0.9705 | 0.9851 |
454
- | 0.2912 | 9.5952 | 806 | 1.0105 | 0.2510 | 1.0105 | 1.0052 |
455
- | 0.2912 | 9.6190 | 808 | 1.0575 | 0.2032 | 1.0575 | 1.0283 |
456
- | 0.2912 | 9.6429 | 810 | 1.0432 | 0.2075 | 1.0432 | 1.0214 |
457
- | 0.2912 | 9.6667 | 812 | 0.9748 | 0.2615 | 0.9748 | 0.9873 |
458
- | 0.2912 | 9.6905 | 814 | 0.9613 | 0.2670 | 0.9613 | 0.9805 |
459
- | 0.2912 | 9.7143 | 816 | 0.9331 | 0.3169 | 0.9331 | 0.9660 |
460
- | 0.2912 | 9.7381 | 818 | 0.8733 | 0.3032 | 0.8733 | 0.9345 |
461
- | 0.2912 | 9.7619 | 820 | 0.8072 | 0.2652 | 0.8072 | 0.8985 |
462
- | 0.2912 | 9.7857 | 822 | 0.7908 | 0.2652 | 0.7908 | 0.8892 |
463
- | 0.2912 | 9.8095 | 824 | 0.7828 | 0.2407 | 0.7828 | 0.8848 |
464
- | 0.2912 | 9.8333 | 826 | 0.7960 | 0.2718 | 0.7960 | 0.8922 |
465
- | 0.2912 | 9.8571 | 828 | 0.8498 | 0.3444 | 0.8498 | 0.9219 |
466
- | 0.2912 | 9.8810 | 830 | 0.8965 | 0.4167 | 0.8965 | 0.9469 |
467
- | 0.2912 | 9.9048 | 832 | 0.9615 | 0.3497 | 0.9615 | 0.9806 |
468
- | 0.2912 | 9.9286 | 834 | 0.9442 | 0.2982 | 0.9442 | 0.9717 |
469
- | 0.2912 | 9.9524 | 836 | 0.8497 | 0.4052 | 0.8497 | 0.9218 |
470
- | 0.2912 | 9.9762 | 838 | 0.8258 | 0.3444 | 0.8258 | 0.9087 |
471
- | 0.2912 | 10.0 | 840 | 0.8476 | 0.4052 | 0.8476 | 0.9207 |
472
- | 0.2912 | 10.0238 | 842 | 0.9001 | 0.3359 | 0.9001 | 0.9487 |
473
- | 0.2912 | 10.0476 | 844 | 1.0034 | 0.2866 | 1.0034 | 1.0017 |
474
- | 0.2912 | 10.0714 | 846 | 1.0070 | 0.2615 | 1.0070 | 1.0035 |
475
- | 0.2912 | 10.0952 | 848 | 0.9484 | 0.2982 | 0.9484 | 0.9739 |
476
- | 0.2912 | 10.1190 | 850 | 0.8764 | 0.4052 | 0.8764 | 0.9362 |
477
- | 0.2912 | 10.1429 | 852 | 0.8431 | 0.3444 | 0.8431 | 0.9182 |
478
- | 0.2912 | 10.1667 | 854 | 0.7972 | 0.3238 | 0.7972 | 0.8929 |
479
- | 0.2912 | 10.1905 | 856 | 0.7804 | 0.3238 | 0.7804 | 0.8834 |
480
- | 0.2912 | 10.2143 | 858 | 0.7807 | 0.3238 | 0.7807 | 0.8836 |
481
- | 0.2912 | 10.2381 | 860 | 0.7894 | 0.3444 | 0.7894 | 0.8885 |
482
- | 0.2912 | 10.2619 | 862 | 0.7777 | 0.3444 | 0.7777 | 0.8819 |
483
- | 0.2912 | 10.2857 | 864 | 0.7505 | 0.3238 | 0.7505 | 0.8663 |
484
- | 0.2912 | 10.3095 | 866 | 0.7343 | 0.3238 | 0.7343 | 0.8569 |
485
- | 0.2912 | 10.3333 | 868 | 0.7134 | 0.2718 | 0.7134 | 0.8446 |
486
- | 0.2912 | 10.3571 | 870 | 0.7043 | 0.2930 | 0.7043 | 0.8392 |
487
- | 0.2912 | 10.3810 | 872 | 0.7090 | 0.2471 | 0.7090 | 0.8420 |
488
- | 0.2912 | 10.4048 | 874 | 0.7300 | 0.2950 | 0.7300 | 0.8544 |
489
- | 0.2912 | 10.4286 | 876 | 0.7958 | 0.3518 | 0.7958 | 0.8921 |
490
- | 0.2912 | 10.4524 | 878 | 0.9162 | 0.3746 | 0.9162 | 0.9572 |
491
- | 0.2912 | 10.4762 | 880 | 0.9986 | 0.3371 | 0.9986 | 0.9993 |
492
- | 0.2912 | 10.5 | 882 | 0.9789 | 0.3231 | 0.9789 | 0.9894 |
493
- | 0.2912 | 10.5238 | 884 | 0.9089 | 0.3894 | 0.9089 | 0.9534 |
494
- | 0.2912 | 10.5476 | 886 | 0.8231 | 0.3518 | 0.8231 | 0.9073 |
495
- | 0.2912 | 10.5714 | 888 | 0.7813 | 0.2950 | 0.7813 | 0.8839 |
496
- | 0.2912 | 10.5952 | 890 | 0.7509 | 0.2606 | 0.7509 | 0.8665 |
497
- | 0.2912 | 10.6190 | 892 | 0.7490 | 0.3243 | 0.7490 | 0.8654 |
498
- | 0.2912 | 10.6429 | 894 | 0.7662 | 0.3020 | 0.7662 | 0.8753 |
499
- | 0.2912 | 10.6667 | 896 | 0.8149 | 0.3518 | 0.8149 | 0.9027 |
500
- | 0.2912 | 10.6905 | 898 | 0.8557 | 0.3972 | 0.8557 | 0.9250 |
501
- | 0.2912 | 10.7143 | 900 | 0.8474 | 0.3564 | 0.8474 | 0.9206 |
502
- | 0.2912 | 10.7381 | 902 | 0.8171 | 0.4052 | 0.8171 | 0.9039 |
503
- | 0.2912 | 10.7619 | 904 | 0.8091 | 0.4052 | 0.8091 | 0.8995 |
504
- | 0.2912 | 10.7857 | 906 | 0.7988 | 0.3444 | 0.7988 | 0.8938 |
505
- | 0.2912 | 10.8095 | 908 | 0.7832 | 0.3444 | 0.7832 | 0.8850 |
506
- | 0.2912 | 10.8333 | 910 | 0.8184 | 0.3444 | 0.8184 | 0.9046 |
507
- | 0.2912 | 10.8571 | 912 | 0.9219 | 0.2726 | 0.9219 | 0.9602 |
508
- | 0.2912 | 10.8810 | 914 | 0.9616 | 0.2756 | 0.9616 | 0.9806 |
509
- | 0.2912 | 10.9048 | 916 | 0.9393 | 0.2756 | 0.9393 | 0.9692 |
510
- | 0.2912 | 10.9286 | 918 | 0.9281 | 0.3473 | 0.9281 | 0.9634 |
511
- | 0.2912 | 10.9524 | 920 | 0.8510 | 0.2726 | 0.8510 | 0.9225 |
512
- | 0.2912 | 10.9762 | 922 | 0.8166 | 0.2967 | 0.8166 | 0.9037 |
513
- | 0.2912 | 11.0 | 924 | 0.8022 | 0.2967 | 0.8022 | 0.8956 |
514
- | 0.2912 | 11.0238 | 926 | 0.7852 | 0.3444 | 0.7852 | 0.8861 |
515
- | 0.2912 | 11.0476 | 928 | 0.7686 | 0.3444 | 0.7686 | 0.8767 |
516
- | 0.2912 | 11.0714 | 930 | 0.7898 | 0.3444 | 0.7898 | 0.8887 |
517
- | 0.2912 | 11.0952 | 932 | 0.8501 | 0.2904 | 0.8501 | 0.9220 |
518
- | 0.2912 | 11.1190 | 934 | 0.9236 | 0.3294 | 0.9236 | 0.9610 |
519
- | 0.2912 | 11.1429 | 936 | 0.9663 | 0.3059 | 0.9663 | 0.9830 |
520
- | 0.2912 | 11.1667 | 938 | 0.9217 | 0.3110 | 0.9217 | 0.9601 |
521
- | 0.2912 | 11.1905 | 940 | 0.8459 | 0.3105 | 0.8459 | 0.9197 |
522
- | 0.2912 | 11.2143 | 942 | 0.8008 | 0.3444 | 0.8008 | 0.8949 |
523
- | 0.2912 | 11.2381 | 944 | 0.7973 | 0.3444 | 0.7973 | 0.8929 |
524
- | 0.2912 | 11.2619 | 946 | 0.8070 | 0.3444 | 0.8070 | 0.8983 |
525
- | 0.2912 | 11.2857 | 948 | 0.8269 | 0.3444 | 0.8269 | 0.9093 |
526
- | 0.2912 | 11.3095 | 950 | 0.8894 | 0.2967 | 0.8894 | 0.9431 |
527
- | 0.2912 | 11.3333 | 952 | 0.9453 | 0.3105 | 0.9453 | 0.9722 |
528
- | 0.2912 | 11.3571 | 954 | 0.9716 | 0.2726 | 0.9716 | 0.9857 |
529
- | 0.2912 | 11.3810 | 956 | 0.9538 | 0.3105 | 0.9538 | 0.9766 |
530
- | 0.2912 | 11.4048 | 958 | 0.9092 | 0.2967 | 0.9092 | 0.9535 |
531
- | 0.2912 | 11.4286 | 960 | 0.8843 | 0.3444 | 0.8843 | 0.9404 |
532
- | 0.2912 | 11.4524 | 962 | 0.8744 | 0.3444 | 0.8744 | 0.9351 |
533
- | 0.2912 | 11.4762 | 964 | 0.8964 | 0.3444 | 0.8964 | 0.9468 |
534
- | 0.2912 | 11.5 | 966 | 0.8853 | 0.3444 | 0.8853 | 0.9409 |
535
- | 0.2912 | 11.5238 | 968 | 0.9076 | 0.3444 | 0.9076 | 0.9527 |
536
- | 0.2912 | 11.5476 | 970 | 0.9699 | 0.2904 | 0.9699 | 0.9848 |
537
- | 0.2912 | 11.5714 | 972 | 1.0394 | 0.2510 | 1.0394 | 1.0195 |
538
- | 0.2912 | 11.5952 | 974 | 1.1434 | 0.1832 | 1.1434 | 1.0693 |
539
- | 0.2912 | 11.6190 | 976 | 1.1732 | 0.1832 | 1.1732 | 1.0831 |
540
- | 0.2912 | 11.6429 | 978 | 1.1342 | 0.1832 | 1.1342 | 1.0650 |
541
- | 0.2912 | 11.6667 | 980 | 1.0432 | 0.2032 | 1.0432 | 1.0214 |
542
- | 0.2912 | 11.6905 | 982 | 0.9468 | 0.2904 | 0.9468 | 0.9730 |
543
- | 0.2912 | 11.7143 | 984 | 0.9074 | 0.2967 | 0.9074 | 0.9526 |
544
- | 0.2912 | 11.7381 | 986 | 0.9020 | 0.2967 | 0.9020 | 0.9497 |
545
- | 0.2912 | 11.7619 | 988 | 0.9407 | 0.3494 | 0.9407 | 0.9699 |
546
- | 0.2912 | 11.7857 | 990 | 1.0442 | 0.1827 | 1.0442 | 1.0218 |
547
- | 0.2912 | 11.8095 | 992 | 1.1294 | 0.1530 | 1.1294 | 1.0627 |
548
- | 0.2912 | 11.8333 | 994 | 1.1378 | 0.1530 | 1.1378 | 1.0667 |
549
- | 0.2912 | 11.8571 | 996 | 1.0344 | 0.1827 | 1.0344 | 1.0171 |
550
- | 0.2912 | 11.8810 | 998 | 0.9000 | 0.2967 | 0.9000 | 0.9487 |
551
- | 0.0688 | 11.9048 | 1000 | 0.8456 | 0.3518 | 0.8456 | 0.9196 |
552
- | 0.0688 | 11.9286 | 1002 | 0.8239 | 0.1699 | 0.8239 | 0.9077 |
553
- | 0.0688 | 11.9524 | 1004 | 0.8218 | 0.2589 | 0.8218 | 0.9065 |
554
- | 0.0688 | 11.9762 | 1006 | 0.8694 | 0.3564 | 0.8694 | 0.9324 |
555
- | 0.0688 | 12.0 | 1008 | 0.9018 | 0.3819 | 0.9018 | 0.9496 |
556
- | 0.0688 | 12.0238 | 1010 | 0.9200 | 0.3425 | 0.9200 | 0.9592 |
557
- | 0.0688 | 12.0476 | 1012 | 0.9676 | 0.2982 | 0.9676 | 0.9837 |
558
- | 0.0688 | 12.0714 | 1014 | 0.9976 | 0.2615 | 0.9976 | 0.9988 |
559
- | 0.0688 | 12.0952 | 1016 | 0.9431 | 0.3425 | 0.9431 | 0.9712 |
560
- | 0.0688 | 12.1190 | 1018 | 0.8817 | 0.2967 | 0.8817 | 0.9390 |
561
 
562
 
563
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_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: 0.7191
19
+ - Qwk: 0.4369
20
+ - Mse: 0.7191
21
+ - Rmse: 0.8480
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0244 | 2 | 2.5829 | -0.0449 | 2.5829 | 1.6071 |
53
+ | No log | 0.0488 | 4 | 1.4177 | 0.0452 | 1.4177 | 1.1907 |
54
+ | No log | 0.0732 | 6 | 1.2690 | -0.1123 | 1.2690 | 1.1265 |
55
+ | No log | 0.0976 | 8 | 1.2425 | -0.0438 | 1.2425 | 1.1147 |
56
+ | No log | 0.1220 | 10 | 1.2575 | -0.1492 | 1.2575 | 1.1214 |
57
+ | No log | 0.1463 | 12 | 1.0313 | 0.0933 | 1.0313 | 1.0155 |
58
+ | No log | 0.1707 | 14 | 0.8582 | 0.1456 | 0.8582 | 0.9264 |
59
+ | No log | 0.1951 | 16 | 0.8764 | 0.1972 | 0.8764 | 0.9361 |
60
+ | No log | 0.2195 | 18 | 1.0278 | 0.1822 | 1.0278 | 1.0138 |
61
+ | No log | 0.2439 | 20 | 1.1478 | 0.0866 | 1.1478 | 1.0713 |
62
+ | No log | 0.2683 | 22 | 1.0741 | 0.1787 | 1.0741 | 1.0364 |
63
+ | No log | 0.2927 | 24 | 0.8095 | 0.0541 | 0.8095 | 0.8997 |
64
+ | No log | 0.3171 | 26 | 0.8222 | 0.0937 | 0.8222 | 0.9067 |
65
+ | No log | 0.3415 | 28 | 0.8565 | 0.1358 | 0.8565 | 0.9255 |
66
+ | No log | 0.3659 | 30 | 0.8235 | 0.0481 | 0.8235 | 0.9075 |
67
+ | No log | 0.3902 | 32 | 0.8592 | 0.0236 | 0.8592 | 0.9269 |
68
+ | No log | 0.4146 | 34 | 0.8554 | 0.0208 | 0.8554 | 0.9249 |
69
+ | No log | 0.4390 | 36 | 0.8380 | 0.0208 | 0.8380 | 0.9154 |
70
+ | No log | 0.4634 | 38 | 0.8620 | 0.0541 | 0.8620 | 0.9284 |
71
+ | No log | 0.4878 | 40 | 0.8694 | 0.0541 | 0.8694 | 0.9324 |
72
+ | No log | 0.5122 | 42 | 0.8905 | 0.0888 | 0.8905 | 0.9437 |
73
+ | No log | 0.5366 | 44 | 0.8943 | 0.1225 | 0.8943 | 0.9457 |
74
+ | No log | 0.5610 | 46 | 0.8502 | 0.0851 | 0.8502 | 0.9221 |
75
+ | No log | 0.5854 | 48 | 0.8202 | 0.0618 | 0.8202 | 0.9056 |
76
+ | No log | 0.6098 | 50 | 0.8138 | 0.1093 | 0.8138 | 0.9021 |
77
+ | No log | 0.6341 | 52 | 0.8169 | 0.2041 | 0.8169 | 0.9038 |
78
+ | No log | 0.6585 | 54 | 0.8088 | 0.1232 | 0.8088 | 0.8993 |
79
+ | No log | 0.6829 | 56 | 0.7937 | 0.1139 | 0.7937 | 0.8909 |
80
+ | No log | 0.7073 | 58 | 0.8126 | 0.0208 | 0.8126 | 0.9015 |
81
+ | No log | 0.7317 | 60 | 0.8812 | 0.1504 | 0.8812 | 0.9387 |
82
+ | No log | 0.7561 | 62 | 0.8986 | 0.1416 | 0.8986 | 0.9479 |
83
+ | No log | 0.7805 | 64 | 0.9202 | 0.1962 | 0.9202 | 0.9593 |
84
+ | No log | 0.8049 | 66 | 0.9019 | 0.1962 | 0.9019 | 0.9497 |
85
+ | No log | 0.8293 | 68 | 0.8735 | 0.1459 | 0.8735 | 0.9346 |
86
+ | No log | 0.8537 | 70 | 0.9212 | 0.2352 | 0.9212 | 0.9598 |
87
+ | No log | 0.8780 | 72 | 0.8731 | 0.1225 | 0.8731 | 0.9344 |
88
+ | No log | 0.9024 | 74 | 0.8278 | 0.1093 | 0.8278 | 0.9098 |
89
+ | No log | 0.9268 | 76 | 0.8482 | 0.1264 | 0.8482 | 0.9210 |
90
+ | No log | 0.9512 | 78 | 0.8571 | 0.1587 | 0.8571 | 0.9258 |
91
+ | No log | 0.9756 | 80 | 0.9300 | 0.1617 | 0.9300 | 0.9644 |
92
+ | No log | 1.0 | 82 | 0.8940 | 0.1661 | 0.8940 | 0.9455 |
93
+ | No log | 1.0244 | 84 | 0.8610 | 0.1946 | 0.8610 | 0.9279 |
94
+ | No log | 1.0488 | 86 | 0.8347 | 0.1946 | 0.8347 | 0.9136 |
95
+ | No log | 1.0732 | 88 | 0.7755 | 0.2261 | 0.7755 | 0.8806 |
96
+ | No log | 1.0976 | 90 | 0.7502 | 0.1624 | 0.7502 | 0.8662 |
97
+ | No log | 1.1220 | 92 | 0.7597 | 0.2149 | 0.7597 | 0.8716 |
98
+ | No log | 1.1463 | 94 | 0.8615 | 0.2223 | 0.8615 | 0.9282 |
99
+ | No log | 1.1707 | 96 | 0.9072 | 0.2754 | 0.9072 | 0.9525 |
100
+ | No log | 1.1951 | 98 | 0.8071 | 0.2328 | 0.8071 | 0.8984 |
101
+ | No log | 1.2195 | 100 | 0.7622 | 0.1972 | 0.7622 | 0.8730 |
102
+ | No log | 1.2439 | 102 | 0.8277 | 0.1866 | 0.8277 | 0.9098 |
103
+ | No log | 1.2683 | 104 | 1.0185 | 0.2836 | 1.0185 | 1.0092 |
104
+ | No log | 1.2927 | 106 | 1.1819 | 0.2481 | 1.1819 | 1.0872 |
105
+ | No log | 1.3171 | 108 | 1.2522 | 0.2358 | 1.2522 | 1.1190 |
106
+ | No log | 1.3415 | 110 | 1.0796 | 0.2271 | 1.0796 | 1.0390 |
107
+ | No log | 1.3659 | 112 | 0.8611 | 0.2328 | 0.8611 | 0.9279 |
108
+ | No log | 1.3902 | 114 | 0.8105 | 0.1531 | 0.8105 | 0.9003 |
109
+ | No log | 1.4146 | 116 | 0.8114 | 0.1294 | 0.8114 | 0.9008 |
110
+ | No log | 1.4390 | 118 | 0.8203 | 0.1806 | 0.8203 | 0.9057 |
111
+ | No log | 1.4634 | 120 | 0.8694 | 0.2547 | 0.8694 | 0.9324 |
112
+ | No log | 1.4878 | 122 | 0.8825 | 0.2547 | 0.8825 | 0.9394 |
113
+ | No log | 1.5122 | 124 | 0.8668 | 0.3329 | 0.8668 | 0.9310 |
114
+ | No log | 1.5366 | 126 | 0.8489 | 0.3329 | 0.8489 | 0.9214 |
115
+ | No log | 1.5610 | 128 | 0.7757 | 0.1699 | 0.7757 | 0.8808 |
116
+ | No log | 1.5854 | 130 | 0.7669 | 0.1737 | 0.7669 | 0.8757 |
117
+ | No log | 1.6098 | 132 | 0.7961 | 0.2345 | 0.7961 | 0.8922 |
118
+ | No log | 1.6341 | 134 | 0.9044 | 0.2754 | 0.9044 | 0.9510 |
119
+ | No log | 1.6585 | 136 | 0.9836 | 0.2651 | 0.9836 | 0.9918 |
120
+ | No log | 1.6829 | 138 | 0.8986 | 0.3043 | 0.8986 | 0.9479 |
121
+ | No log | 1.7073 | 140 | 0.8094 | 0.3183 | 0.8094 | 0.8997 |
122
+ | No log | 1.7317 | 142 | 0.8051 | 0.3456 | 0.8051 | 0.8973 |
123
+ | No log | 1.7561 | 144 | 0.8741 | 0.3217 | 0.8742 | 0.9350 |
124
+ | No log | 1.7805 | 146 | 0.8446 | 0.3623 | 0.8446 | 0.9190 |
125
+ | No log | 1.8049 | 148 | 0.7515 | 0.3710 | 0.7515 | 0.8669 |
126
+ | No log | 1.8293 | 150 | 0.6871 | 0.4212 | 0.6871 | 0.8289 |
127
+ | No log | 1.8537 | 152 | 0.6687 | 0.4044 | 0.6687 | 0.8177 |
128
+ | No log | 1.8780 | 154 | 0.6520 | 0.3599 | 0.6520 | 0.8075 |
129
+ | No log | 1.9024 | 156 | 0.6420 | 0.3859 | 0.6420 | 0.8013 |
130
+ | No log | 1.9268 | 158 | 0.6428 | 0.4308 | 0.6428 | 0.8017 |
131
+ | No log | 1.9512 | 160 | 0.6520 | 0.5054 | 0.6520 | 0.8074 |
132
+ | No log | 1.9756 | 162 | 0.6605 | 0.3974 | 0.6605 | 0.8127 |
133
+ | No log | 2.0 | 164 | 0.6465 | 0.4697 | 0.6465 | 0.8040 |
134
+ | No log | 2.0244 | 166 | 0.6333 | 0.4103 | 0.6333 | 0.7958 |
135
+ | No log | 2.0488 | 168 | 0.7190 | 0.4072 | 0.7190 | 0.8479 |
136
+ | No log | 2.0732 | 170 | 0.7560 | 0.4450 | 0.7560 | 0.8695 |
137
+ | No log | 2.0976 | 172 | 0.7084 | 0.3891 | 0.7084 | 0.8417 |
138
+ | No log | 2.1220 | 174 | 0.5868 | 0.5104 | 0.5868 | 0.7660 |
139
+ | No log | 2.1463 | 176 | 0.5700 | 0.4942 | 0.5700 | 0.7550 |
140
+ | No log | 2.1707 | 178 | 0.6035 | 0.4868 | 0.6035 | 0.7768 |
141
+ | No log | 2.1951 | 180 | 0.6895 | 0.4072 | 0.6895 | 0.8303 |
142
+ | No log | 2.2195 | 182 | 0.6982 | 0.4121 | 0.6982 | 0.8356 |
143
+ | No log | 2.2439 | 184 | 0.6322 | 0.3921 | 0.6322 | 0.7951 |
144
+ | No log | 2.2683 | 186 | 0.6103 | 0.5095 | 0.6103 | 0.7812 |
145
+ | No log | 2.2927 | 188 | 0.5859 | 0.5970 | 0.5859 | 0.7655 |
146
+ | No log | 2.3171 | 190 | 0.6067 | 0.4354 | 0.6067 | 0.7789 |
147
+ | No log | 2.3415 | 192 | 0.8436 | 0.3727 | 0.8436 | 0.9185 |
148
+ | No log | 2.3659 | 194 | 0.8952 | 0.3411 | 0.8952 | 0.9462 |
149
+ | No log | 2.3902 | 196 | 0.7417 | 0.3847 | 0.7417 | 0.8612 |
150
+ | No log | 2.4146 | 198 | 0.5947 | 0.5455 | 0.5947 | 0.7712 |
151
+ | No log | 2.4390 | 200 | 0.6329 | 0.4431 | 0.6329 | 0.7956 |
152
+ | No log | 2.4634 | 202 | 0.7146 | 0.4172 | 0.7146 | 0.8453 |
153
+ | No log | 2.4878 | 204 | 0.6515 | 0.4949 | 0.6515 | 0.8072 |
154
+ | No log | 2.5122 | 206 | 0.5882 | 0.4678 | 0.5882 | 0.7670 |
155
+ | No log | 2.5366 | 208 | 0.7564 | 0.3433 | 0.7564 | 0.8697 |
156
+ | No log | 2.5610 | 210 | 1.0455 | 0.3193 | 1.0455 | 1.0225 |
157
+ | No log | 2.5854 | 212 | 1.1362 | 0.3110 | 1.1362 | 1.0659 |
158
+ | No log | 2.6098 | 214 | 1.0360 | 0.2730 | 1.0360 | 1.0178 |
159
+ | No log | 2.6341 | 216 | 0.8580 | 0.3134 | 0.8580 | 0.9263 |
160
+ | No log | 2.6585 | 218 | 0.7227 | 0.3209 | 0.7227 | 0.8501 |
161
+ | No log | 2.6829 | 220 | 0.7191 | 0.3689 | 0.7191 | 0.8480 |
162
+ | No log | 2.7073 | 222 | 0.7486 | 0.3377 | 0.7486 | 0.8652 |
163
+ | No log | 2.7317 | 224 | 0.8272 | 0.3520 | 0.8272 | 0.9095 |
164
+ | No log | 2.7561 | 226 | 1.0663 | 0.3031 | 1.0663 | 1.0326 |
165
+ | No log | 2.7805 | 228 | 1.3000 | 0.2572 | 1.3000 | 1.1402 |
166
+ | No log | 2.8049 | 230 | 1.3306 | 0.2630 | 1.3306 | 1.1535 |
167
+ | No log | 2.8293 | 232 | 1.1826 | 0.2687 | 1.1826 | 1.0875 |
168
+ | No log | 2.8537 | 234 | 0.9518 | 0.2857 | 0.9518 | 0.9756 |
169
+ | No log | 2.8780 | 236 | 0.8079 | 0.3234 | 0.8079 | 0.8988 |
170
+ | No log | 2.9024 | 238 | 0.7616 | 0.3261 | 0.7616 | 0.8727 |
171
+ | No log | 2.9268 | 240 | 0.7691 | 0.3302 | 0.7691 | 0.8770 |
172
+ | No log | 2.9512 | 242 | 0.7482 | 0.3662 | 0.7482 | 0.8650 |
173
+ | No log | 2.9756 | 244 | 0.7276 | 0.4158 | 0.7276 | 0.8530 |
174
+ | No log | 3.0 | 246 | 0.7218 | 0.4158 | 0.7218 | 0.8496 |
175
+ | No log | 3.0244 | 248 | 0.7208 | 0.3894 | 0.7208 | 0.8490 |
176
+ | No log | 3.0488 | 250 | 0.7160 | 0.3814 | 0.7160 | 0.8462 |
177
+ | No log | 3.0732 | 252 | 0.6638 | 0.3945 | 0.6638 | 0.8147 |
178
+ | No log | 3.0976 | 254 | 0.6648 | 0.2998 | 0.6648 | 0.8153 |
179
+ | No log | 3.1220 | 256 | 0.7485 | 0.3493 | 0.7485 | 0.8652 |
180
+ | No log | 3.1463 | 258 | 0.7711 | 0.3417 | 0.7711 | 0.8781 |
181
+ | No log | 3.1707 | 260 | 0.6956 | 0.3342 | 0.6956 | 0.8340 |
182
+ | No log | 3.1951 | 262 | 0.6610 | 0.4222 | 0.6610 | 0.8130 |
183
+ | No log | 3.2195 | 264 | 0.8198 | 0.3183 | 0.8198 | 0.9054 |
184
+ | No log | 3.2439 | 266 | 1.0434 | 0.2613 | 1.0434 | 1.0214 |
185
+ | No log | 3.2683 | 268 | 1.1026 | 0.2437 | 1.1026 | 1.0501 |
186
+ | No log | 3.2927 | 270 | 1.0310 | 0.2363 | 1.0310 | 1.0154 |
187
+ | No log | 3.3171 | 272 | 0.9035 | 0.2866 | 0.9035 | 0.9506 |
188
+ | No log | 3.3415 | 274 | 0.8195 | 0.2784 | 0.8195 | 0.9053 |
189
+ | No log | 3.3659 | 276 | 0.7451 | 0.3450 | 0.7451 | 0.8632 |
190
+ | No log | 3.3902 | 278 | 0.6981 | 0.3051 | 0.6981 | 0.8355 |
191
+ | No log | 3.4146 | 280 | 0.6744 | 0.3551 | 0.6744 | 0.8212 |
192
+ | No log | 3.4390 | 282 | 0.6744 | 0.3079 | 0.6744 | 0.8212 |
193
+ | No log | 3.4634 | 284 | 0.6752 | 0.3107 | 0.6752 | 0.8217 |
194
+ | No log | 3.4878 | 286 | 0.6549 | 0.3729 | 0.6549 | 0.8093 |
195
+ | No log | 3.5122 | 288 | 0.6460 | 0.3580 | 0.6460 | 0.8037 |
196
+ | No log | 3.5366 | 290 | 0.6475 | 0.3814 | 0.6475 | 0.8047 |
197
+ | No log | 3.5610 | 292 | 0.6488 | 0.3399 | 0.6488 | 0.8055 |
198
+ | No log | 3.5854 | 294 | 0.6287 | 0.3789 | 0.6287 | 0.7929 |
199
+ | No log | 3.6098 | 296 | 0.6629 | 0.3637 | 0.6629 | 0.8142 |
200
+ | No log | 3.6341 | 298 | 0.7366 | 0.3869 | 0.7366 | 0.8583 |
201
+ | No log | 3.6585 | 300 | 0.7344 | 0.3869 | 0.7344 | 0.8570 |
202
+ | No log | 3.6829 | 302 | 0.7264 | 0.3869 | 0.7264 | 0.8523 |
203
+ | No log | 3.7073 | 304 | 0.6615 | 0.3630 | 0.6615 | 0.8133 |
204
+ | No log | 3.7317 | 306 | 0.6400 | 0.3475 | 0.6400 | 0.8000 |
205
+ | No log | 3.7561 | 308 | 0.6037 | 0.4617 | 0.6037 | 0.7770 |
206
+ | No log | 3.7805 | 310 | 0.6084 | 0.4205 | 0.6084 | 0.7800 |
207
+ | No log | 3.8049 | 312 | 0.6318 | 0.3906 | 0.6318 | 0.7949 |
208
+ | No log | 3.8293 | 314 | 0.6522 | 0.3833 | 0.6522 | 0.8076 |
209
+ | No log | 3.8537 | 316 | 0.6634 | 0.3785 | 0.6634 | 0.8145 |
210
+ | No log | 3.8780 | 318 | 0.6817 | 0.3875 | 0.6817 | 0.8256 |
211
+ | No log | 3.9024 | 320 | 0.6795 | 0.4261 | 0.6795 | 0.8243 |
212
+ | No log | 3.9268 | 322 | 0.6805 | 0.4433 | 0.6805 | 0.8249 |
213
+ | No log | 3.9512 | 324 | 0.6806 | 0.4816 | 0.6806 | 0.8250 |
214
+ | No log | 3.9756 | 326 | 0.6698 | 0.4816 | 0.6698 | 0.8184 |
215
+ | No log | 4.0 | 328 | 0.6717 | 0.4505 | 0.6717 | 0.8196 |
216
+ | No log | 4.0244 | 330 | 0.6792 | 0.4207 | 0.6792 | 0.8241 |
217
+ | No log | 4.0488 | 332 | 0.6540 | 0.3987 | 0.6540 | 0.8087 |
218
+ | No log | 4.0732 | 334 | 0.6089 | 0.5597 | 0.6089 | 0.7803 |
219
+ | No log | 4.0976 | 336 | 0.6165 | 0.3930 | 0.6165 | 0.7851 |
220
+ | No log | 4.1220 | 338 | 0.6159 | 0.4163 | 0.6159 | 0.7848 |
221
+ | No log | 4.1463 | 340 | 0.5841 | 0.6222 | 0.5841 | 0.7643 |
222
+ | No log | 4.1707 | 342 | 0.5969 | 0.5687 | 0.5969 | 0.7726 |
223
+ | No log | 4.1951 | 344 | 0.6469 | 0.4362 | 0.6469 | 0.8043 |
224
+ | No log | 4.2195 | 346 | 0.6184 | 0.5616 | 0.6184 | 0.7864 |
225
+ | No log | 4.2439 | 348 | 0.5737 | 0.5974 | 0.5737 | 0.7574 |
226
+ | No log | 4.2683 | 350 | 0.5830 | 0.5428 | 0.5830 | 0.7635 |
227
+ | No log | 4.2927 | 352 | 0.6186 | 0.3918 | 0.6186 | 0.7865 |
228
+ | No log | 4.3171 | 354 | 0.6363 | 0.3972 | 0.6363 | 0.7977 |
229
+ | No log | 4.3415 | 356 | 0.6595 | 0.3972 | 0.6595 | 0.8121 |
230
+ | No log | 4.3659 | 358 | 0.6806 | 0.3637 | 0.6806 | 0.8250 |
231
+ | No log | 4.3902 | 360 | 0.7017 | 0.3425 | 0.7017 | 0.8377 |
232
+ | No log | 4.4146 | 362 | 0.6523 | 0.4330 | 0.6523 | 0.8076 |
233
+ | No log | 4.4390 | 364 | 0.6230 | 0.4434 | 0.6230 | 0.7893 |
234
+ | No log | 4.4634 | 366 | 0.6328 | 0.4434 | 0.6328 | 0.7955 |
235
+ | No log | 4.4878 | 368 | 0.6571 | 0.3656 | 0.6571 | 0.8106 |
236
+ | No log | 4.5122 | 370 | 0.6401 | 0.4601 | 0.6401 | 0.8001 |
237
+ | No log | 4.5366 | 372 | 0.6421 | 0.4948 | 0.6421 | 0.8013 |
238
+ | No log | 4.5610 | 374 | 0.6593 | 0.4490 | 0.6593 | 0.8120 |
239
+ | No log | 4.5854 | 376 | 0.6458 | 0.5054 | 0.6458 | 0.8036 |
240
+ | No log | 4.6098 | 378 | 0.6562 | 0.3793 | 0.6562 | 0.8101 |
241
+ | No log | 4.6341 | 380 | 0.6878 | 0.3609 | 0.6878 | 0.8293 |
242
+ | No log | 4.6585 | 382 | 0.6904 | 0.3565 | 0.6904 | 0.8309 |
243
+ | No log | 4.6829 | 384 | 0.6771 | 0.3732 | 0.6771 | 0.8229 |
244
+ | No log | 4.7073 | 386 | 0.6418 | 0.3458 | 0.6418 | 0.8011 |
245
+ | No log | 4.7317 | 388 | 0.6325 | 0.3183 | 0.6325 | 0.7953 |
246
+ | No log | 4.7561 | 390 | 0.6915 | 0.3963 | 0.6915 | 0.8316 |
247
+ | No log | 4.7805 | 392 | 0.7546 | 0.3754 | 0.7546 | 0.8687 |
248
+ | No log | 4.8049 | 394 | 0.7117 | 0.3770 | 0.7117 | 0.8436 |
249
+ | No log | 4.8293 | 396 | 0.7076 | 0.3798 | 0.7076 | 0.8412 |
250
+ | No log | 4.8537 | 398 | 0.7619 | 0.3626 | 0.7619 | 0.8728 |
251
+ | No log | 4.8780 | 400 | 0.8086 | 0.3824 | 0.8086 | 0.8992 |
252
+ | No log | 4.9024 | 402 | 0.7443 | 0.3379 | 0.7443 | 0.8627 |
253
+ | No log | 4.9268 | 404 | 0.6673 | 0.3475 | 0.6673 | 0.8169 |
254
+ | No log | 4.9512 | 406 | 0.6419 | 0.3221 | 0.6419 | 0.8012 |
255
+ | No log | 4.9756 | 408 | 0.6196 | 0.4044 | 0.6196 | 0.7872 |
256
+ | No log | 5.0 | 410 | 0.6026 | 0.4801 | 0.6026 | 0.7763 |
257
+ | No log | 5.0244 | 412 | 0.5953 | 0.5003 | 0.5953 | 0.7716 |
258
+ | No log | 5.0488 | 414 | 0.5798 | 0.5177 | 0.5798 | 0.7615 |
259
+ | No log | 5.0732 | 416 | 0.5829 | 0.5501 | 0.5829 | 0.7635 |
260
+ | No log | 5.0976 | 418 | 0.5985 | 0.4562 | 0.5985 | 0.7736 |
261
+ | No log | 5.1220 | 420 | 0.6266 | 0.4702 | 0.6266 | 0.7916 |
262
+ | No log | 5.1463 | 422 | 0.6096 | 0.4408 | 0.6096 | 0.7807 |
263
+ | No log | 5.1707 | 424 | 0.5651 | 0.5768 | 0.5651 | 0.7517 |
264
+ | No log | 5.1951 | 426 | 0.5521 | 0.5009 | 0.5521 | 0.7431 |
265
+ | No log | 5.2195 | 428 | 0.5522 | 0.5079 | 0.5522 | 0.7431 |
266
+ | No log | 5.2439 | 430 | 0.5421 | 0.5631 | 0.5421 | 0.7363 |
267
+ | No log | 5.2683 | 432 | 0.5938 | 0.4350 | 0.5938 | 0.7706 |
268
+ | No log | 5.2927 | 434 | 0.6926 | 0.3425 | 0.6926 | 0.8322 |
269
+ | No log | 5.3171 | 436 | 0.7102 | 0.3675 | 0.7102 | 0.8428 |
270
+ | No log | 5.3415 | 438 | 0.6546 | 0.3699 | 0.6546 | 0.8091 |
271
+ | No log | 5.3659 | 440 | 0.5870 | 0.4089 | 0.5870 | 0.7662 |
272
+ | No log | 5.3902 | 442 | 0.5461 | 0.5736 | 0.5461 | 0.7390 |
273
+ | No log | 5.4146 | 444 | 0.5436 | 0.5888 | 0.5436 | 0.7373 |
274
+ | No log | 5.4390 | 446 | 0.5449 | 0.5739 | 0.5449 | 0.7382 |
275
+ | No log | 5.4634 | 448 | 0.5517 | 0.5707 | 0.5517 | 0.7427 |
276
+ | No log | 5.4878 | 450 | 0.5701 | 0.5201 | 0.5701 | 0.7551 |
277
+ | No log | 5.5122 | 452 | 0.5900 | 0.5107 | 0.5900 | 0.7681 |
278
+ | No log | 5.5366 | 454 | 0.6252 | 0.4315 | 0.6252 | 0.7907 |
279
+ | No log | 5.5610 | 456 | 0.7124 | 0.3760 | 0.7124 | 0.8441 |
280
+ | No log | 5.5854 | 458 | 0.7320 | 0.4133 | 0.7320 | 0.8555 |
281
+ | No log | 5.6098 | 460 | 0.6680 | 0.4263 | 0.6680 | 0.8173 |
282
+ | No log | 5.6341 | 462 | 0.6287 | 0.4620 | 0.6287 | 0.7929 |
283
+ | No log | 5.6585 | 464 | 0.6295 | 0.5039 | 0.6295 | 0.7934 |
284
+ | No log | 5.6829 | 466 | 0.6258 | 0.5003 | 0.6258 | 0.7911 |
285
+ | No log | 5.7073 | 468 | 0.6180 | 0.5235 | 0.6180 | 0.7861 |
286
+ | No log | 5.7317 | 470 | 0.6121 | 0.5405 | 0.6121 | 0.7824 |
287
+ | No log | 5.7561 | 472 | 0.6181 | 0.4734 | 0.6181 | 0.7862 |
288
+ | No log | 5.7805 | 474 | 0.6174 | 0.4945 | 0.6174 | 0.7857 |
289
+ | No log | 5.8049 | 476 | 0.6195 | 0.4044 | 0.6195 | 0.7871 |
290
+ | No log | 5.8293 | 478 | 0.6013 | 0.5125 | 0.6013 | 0.7754 |
291
+ | No log | 5.8537 | 480 | 0.5830 | 0.5472 | 0.5830 | 0.7635 |
292
+ | No log | 5.8780 | 482 | 0.5869 | 0.4441 | 0.5869 | 0.7661 |
293
+ | No log | 5.9024 | 484 | 0.5952 | 0.4777 | 0.5952 | 0.7715 |
294
+ | No log | 5.9268 | 486 | 0.5735 | 0.5395 | 0.5735 | 0.7573 |
295
+ | No log | 5.9512 | 488 | 0.5438 | 0.4895 | 0.5438 | 0.7374 |
296
+ | No log | 5.9756 | 490 | 0.5324 | 0.4795 | 0.5324 | 0.7297 |
297
+ | No log | 6.0 | 492 | 0.5637 | 0.5189 | 0.5637 | 0.7508 |
298
+ | No log | 6.0244 | 494 | 0.5723 | 0.5189 | 0.5723 | 0.7565 |
299
+ | No log | 6.0488 | 496 | 0.5433 | 0.5189 | 0.5433 | 0.7371 |
300
+ | No log | 6.0732 | 498 | 0.5289 | 0.4592 | 0.5289 | 0.7273 |
301
+ | 0.3524 | 6.0976 | 500 | 0.5663 | 0.4835 | 0.5663 | 0.7526 |
302
+ | 0.3524 | 6.1220 | 502 | 0.6444 | 0.4385 | 0.6444 | 0.8028 |
303
+ | 0.3524 | 6.1463 | 504 | 0.6570 | 0.4418 | 0.6570 | 0.8106 |
304
+ | 0.3524 | 6.1707 | 506 | 0.5851 | 0.4684 | 0.5851 | 0.7649 |
305
+ | 0.3524 | 6.1951 | 508 | 0.5514 | 0.5485 | 0.5514 | 0.7426 |
306
+ | 0.3524 | 6.2195 | 510 | 0.5554 | 0.5009 | 0.5554 | 0.7452 |
307
+ | 0.3524 | 6.2439 | 512 | 0.5609 | 0.4782 | 0.5609 | 0.7490 |
308
+ | 0.3524 | 6.2683 | 514 | 0.5554 | 0.4878 | 0.5554 | 0.7452 |
309
+ | 0.3524 | 6.2927 | 516 | 0.5762 | 0.4929 | 0.5762 | 0.7591 |
310
+ | 0.3524 | 6.3171 | 518 | 0.6554 | 0.4531 | 0.6554 | 0.8096 |
311
+ | 0.3524 | 6.3415 | 520 | 0.6767 | 0.4457 | 0.6767 | 0.8226 |
312
+ | 0.3524 | 6.3659 | 522 | 0.6265 | 0.4444 | 0.6265 | 0.7915 |
313
+ | 0.3524 | 6.3902 | 524 | 0.5876 | 0.4430 | 0.5876 | 0.7665 |
314
+ | 0.3524 | 6.4146 | 526 | 0.5525 | 0.4855 | 0.5525 | 0.7433 |
315
+ | 0.3524 | 6.4390 | 528 | 0.5416 | 0.5687 | 0.5416 | 0.7359 |
316
+ | 0.3524 | 6.4634 | 530 | 0.5556 | 0.5669 | 0.5556 | 0.7454 |
317
+ | 0.3524 | 6.4878 | 532 | 0.5618 | 0.5503 | 0.5618 | 0.7496 |
318
+ | 0.3524 | 6.5122 | 534 | 0.5984 | 0.4646 | 0.5984 | 0.7736 |
319
+ | 0.3524 | 6.5366 | 536 | 0.7403 | 0.4351 | 0.7403 | 0.8604 |
320
+ | 0.3524 | 6.5610 | 538 | 0.8436 | 0.4114 | 0.8436 | 0.9185 |
321
+ | 0.3524 | 6.5854 | 540 | 0.8205 | 0.4102 | 0.8205 | 0.9058 |
322
+ | 0.3524 | 6.6098 | 542 | 0.7191 | 0.4369 | 0.7191 | 0.8480 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
323
 
324
 
325
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