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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k10_task2_organization

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Training in progress, step 500

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  1. README.md +278 -269
  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_run3_AugV5_k10_task2_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_run3_AugV5_k10_task2_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: 1.1449
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- - Qwk: 0.2808
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- - Mse: 1.1449
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- - Rmse: 1.0700
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  ## Model description
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@@ -47,269 +47,278 @@ 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 | 0.0370 | 2 | 4.7862 | -0.0020 | 4.7862 | 2.1877 |
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- | No log | 0.0741 | 4 | 3.2255 | -0.0406 | 3.2255 | 1.7960 |
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- | No log | 0.1111 | 6 | 2.8850 | -0.1020 | 2.8850 | 1.6985 |
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- | No log | 0.1481 | 8 | 2.1507 | -0.1368 | 2.1507 | 1.4665 |
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- | No log | 0.1852 | 10 | 1.3602 | 0.0638 | 1.3602 | 1.1663 |
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- | No log | 0.2222 | 12 | 1.6948 | 0.1117 | 1.6948 | 1.3018 |
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- | No log | 0.2593 | 14 | 2.0693 | 0.1745 | 2.0693 | 1.4385 |
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- | No log | 0.2963 | 16 | 1.6057 | 0.1222 | 1.6057 | 1.2672 |
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- | No log | 0.3333 | 18 | 1.2358 | 0.0831 | 1.2358 | 1.1117 |
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- | No log | 0.3704 | 20 | 1.2186 | 0.1521 | 1.2186 | 1.1039 |
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- | No log | 0.4074 | 22 | 1.3759 | 0.0077 | 1.3759 | 1.1730 |
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- | No log | 0.4444 | 24 | 1.4742 | 0.0316 | 1.4742 | 1.2142 |
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- | No log | 0.4815 | 26 | 1.8902 | -0.0973 | 1.8902 | 1.3749 |
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- | No log | 0.5185 | 28 | 2.1707 | -0.0563 | 2.1707 | 1.4733 |
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- | No log | 0.5556 | 30 | 1.5836 | 0.0741 | 1.5836 | 1.2584 |
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- | No log | 0.5926 | 32 | 1.3640 | 0.0889 | 1.3640 | 1.1679 |
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- | No log | 0.6296 | 34 | 1.2735 | 0.1433 | 1.2735 | 1.1285 |
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- | No log | 0.6667 | 36 | 1.3071 | 0.0299 | 1.3071 | 1.1433 |
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- | No log | 0.7037 | 38 | 1.3406 | 0.0677 | 1.3406 | 1.1578 |
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- | No log | 0.7407 | 40 | 1.3134 | 0.1542 | 1.3134 | 1.1460 |
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- | No log | 0.7778 | 42 | 1.2719 | 0.1733 | 1.2719 | 1.1278 |
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- | No log | 0.8148 | 44 | 1.2921 | 0.1733 | 1.2921 | 1.1367 |
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- | No log | 0.8519 | 46 | 1.2780 | 0.1713 | 1.2780 | 1.1305 |
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- | No log | 0.8889 | 48 | 1.3142 | 0.1327 | 1.3142 | 1.1464 |
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- | No log | 0.9259 | 50 | 1.3706 | 0.0860 | 1.3706 | 1.1707 |
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- | No log | 0.9630 | 52 | 1.4987 | -0.0337 | 1.4987 | 1.2242 |
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- | No log | 1.0 | 54 | 1.7304 | 0.0169 | 1.7304 | 1.3154 |
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- | No log | 1.0370 | 56 | 1.6009 | 0.0169 | 1.6009 | 1.2652 |
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- | No log | 1.0741 | 58 | 1.4126 | 0.0124 | 1.4126 | 1.1885 |
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- | No log | 1.1111 | 60 | 1.3995 | 0.0512 | 1.3995 | 1.1830 |
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- | No log | 1.1481 | 62 | 1.3414 | -0.0010 | 1.3414 | 1.1582 |
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- | No log | 1.1852 | 64 | 1.2520 | 0.2068 | 1.2520 | 1.1189 |
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- | No log | 1.2222 | 66 | 1.2608 | 0.1767 | 1.2608 | 1.1228 |
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- | No log | 1.2593 | 68 | 1.3471 | 0.1312 | 1.3471 | 1.1606 |
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- | No log | 1.2963 | 70 | 1.3258 | 0.1521 | 1.3258 | 1.1514 |
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- | No log | 1.3333 | 72 | 1.2650 | 0.2089 | 1.2650 | 1.1247 |
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- | No log | 1.3704 | 74 | 1.3203 | 0.1200 | 1.3203 | 1.1491 |
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- | No log | 1.4074 | 76 | 1.5289 | 0.0057 | 1.5289 | 1.2365 |
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- | No log | 1.4444 | 78 | 1.8992 | 0.0845 | 1.8992 | 1.3781 |
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- | No log | 1.4815 | 80 | 1.8971 | 0.0845 | 1.8971 | 1.3774 |
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- | No log | 1.5185 | 82 | 1.6024 | 0.0477 | 1.6024 | 1.2659 |
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- | No log | 1.5556 | 84 | 1.2930 | 0.1565 | 1.2930 | 1.1371 |
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- | No log | 1.5926 | 86 | 1.1680 | 0.2835 | 1.1680 | 1.0807 |
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- | No log | 1.6296 | 88 | 1.1818 | 0.2386 | 1.1818 | 1.0871 |
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- | No log | 1.6667 | 90 | 1.1962 | 0.2231 | 1.1962 | 1.0937 |
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- | No log | 1.7037 | 92 | 1.2027 | 0.2121 | 1.2027 | 1.0967 |
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- | No log | 1.7407 | 94 | 1.1449 | 0.2673 | 1.1449 | 1.0700 |
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- | No log | 1.7778 | 96 | 1.0848 | 0.1995 | 1.0848 | 1.0415 |
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- | No log | 1.8148 | 98 | 1.0747 | 0.2835 | 1.0747 | 1.0367 |
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- | No log | 1.8519 | 100 | 1.0943 | 0.3394 | 1.0943 | 1.0461 |
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- | No log | 1.8889 | 102 | 1.1015 | 0.3457 | 1.1015 | 1.0495 |
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- | No log | 1.9259 | 104 | 1.0895 | 0.3309 | 1.0895 | 1.0438 |
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- | No log | 1.9630 | 106 | 1.1787 | 0.2195 | 1.1787 | 1.0857 |
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- | No log | 2.0 | 108 | 1.3724 | 0.1845 | 1.3724 | 1.1715 |
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- | No log | 2.0370 | 110 | 1.3733 | 0.1968 | 1.3733 | 1.1719 |
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- | No log | 2.0741 | 112 | 1.1914 | 0.2184 | 1.1914 | 1.0915 |
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- | No log | 2.1111 | 114 | 1.0681 | 0.3344 | 1.0681 | 1.0335 |
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- | No log | 2.1481 | 116 | 1.0779 | 0.3066 | 1.0779 | 1.0382 |
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- | No log | 2.1852 | 118 | 1.1650 | 0.2008 | 1.1650 | 1.0794 |
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- | No log | 2.2222 | 120 | 1.2579 | 0.2477 | 1.2579 | 1.1216 |
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- | No log | 2.2593 | 122 | 1.3196 | 0.2791 | 1.3196 | 1.1488 |
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- | No log | 2.2963 | 124 | 1.2290 | 0.1870 | 1.2290 | 1.1086 |
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- | No log | 2.3333 | 126 | 1.1576 | 0.3200 | 1.1576 | 1.0759 |
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- | No log | 2.3704 | 128 | 1.1412 | 0.3219 | 1.1412 | 1.0683 |
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- | No log | 2.4074 | 130 | 1.1306 | 0.2819 | 1.1306 | 1.0633 |
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- | No log | 2.4444 | 132 | 1.1171 | 0.3109 | 1.1171 | 1.0569 |
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- | No log | 2.4815 | 134 | 1.1632 | 0.3318 | 1.1632 | 1.0785 |
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- | No log | 2.5185 | 136 | 1.3061 | 0.3042 | 1.3061 | 1.1428 |
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- | No log | 2.5556 | 138 | 1.4449 | 0.2826 | 1.4449 | 1.2020 |
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- | No log | 2.5926 | 140 | 1.3066 | 0.2961 | 1.3066 | 1.1431 |
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- | No log | 2.6296 | 142 | 1.2618 | 0.2857 | 1.2618 | 1.1233 |
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- | No log | 2.6667 | 144 | 1.2269 | 0.3803 | 1.2269 | 1.1077 |
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- | No log | 2.7037 | 146 | 1.2336 | 0.4069 | 1.2336 | 1.1107 |
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- | No log | 2.7407 | 148 | 1.2893 | 0.2479 | 1.2893 | 1.1355 |
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- | No log | 2.7778 | 150 | 1.3252 | 0.2325 | 1.3252 | 1.1512 |
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- | No log | 2.8148 | 152 | 1.2423 | 0.2641 | 1.2423 | 1.1146 |
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- | No log | 2.8519 | 154 | 1.3136 | 0.2638 | 1.3136 | 1.1461 |
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- | No log | 2.8889 | 156 | 1.4475 | 0.2746 | 1.4475 | 1.2031 |
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- | No log | 2.9259 | 158 | 1.2674 | 0.3064 | 1.2674 | 1.1258 |
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- | No log | 2.9630 | 160 | 1.0927 | 0.3351 | 1.0927 | 1.0453 |
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- | No log | 3.0 | 162 | 1.0856 | 0.3399 | 1.0856 | 1.0419 |
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- | No log | 3.0370 | 164 | 1.0769 | 0.3632 | 1.0769 | 1.0377 |
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- | No log | 3.0741 | 166 | 1.2186 | 0.3466 | 1.2186 | 1.1039 |
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- | No log | 3.1111 | 168 | 1.2740 | 0.2965 | 1.2740 | 1.1287 |
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- | No log | 3.1481 | 170 | 1.1498 | 0.2888 | 1.1498 | 1.0723 |
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- | No log | 3.1852 | 172 | 1.1641 | 0.2775 | 1.1641 | 1.0789 |
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- | No log | 3.2222 | 174 | 1.1804 | 0.2315 | 1.1804 | 1.0865 |
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- | No log | 3.2593 | 176 | 1.3180 | 0.3082 | 1.3180 | 1.1480 |
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- | No log | 3.2963 | 178 | 1.2534 | 0.2804 | 1.2534 | 1.1195 |
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- | No log | 3.3333 | 180 | 1.2229 | 0.2205 | 1.2229 | 1.1058 |
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- | No log | 3.3704 | 182 | 1.2109 | 0.1565 | 1.2109 | 1.1004 |
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- | No log | 3.4074 | 184 | 1.2398 | 0.1475 | 1.2398 | 1.1135 |
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- | No log | 3.4444 | 186 | 1.2797 | 0.2221 | 1.2797 | 1.1313 |
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- | No log | 3.4815 | 188 | 1.3739 | 0.2306 | 1.3739 | 1.1722 |
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- | No log | 3.5185 | 190 | 1.3554 | 0.2063 | 1.3554 | 1.1642 |
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- | No log | 3.5556 | 192 | 1.3298 | 0.2430 | 1.3298 | 1.1532 |
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- | No log | 3.5926 | 194 | 1.3097 | 0.2474 | 1.3097 | 1.1444 |
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- | No log | 3.6296 | 196 | 1.2533 | 0.2379 | 1.2533 | 1.1195 |
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- | No log | 3.6667 | 198 | 1.2937 | 0.2609 | 1.2937 | 1.1374 |
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- | No log | 3.7037 | 200 | 1.3517 | 0.2873 | 1.3517 | 1.1626 |
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- | No log | 3.7407 | 202 | 1.4654 | 0.3006 | 1.4654 | 1.2105 |
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- | No log | 3.7778 | 204 | 1.3154 | 0.2945 | 1.3154 | 1.1469 |
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- | No log | 3.8148 | 206 | 1.3082 | 0.2945 | 1.3082 | 1.1438 |
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- | No log | 3.8519 | 208 | 1.2848 | 0.2624 | 1.2848 | 1.1335 |
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- | No log | 3.8889 | 210 | 1.2845 | 0.2394 | 1.2845 | 1.1334 |
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- | No log | 3.9259 | 212 | 1.1995 | 0.2291 | 1.1995 | 1.0952 |
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- | No log | 3.9630 | 214 | 1.2052 | 0.2700 | 1.2052 | 1.0978 |
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- | No log | 4.0 | 216 | 1.2448 | 0.2041 | 1.2448 | 1.1157 |
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- | No log | 4.0370 | 218 | 1.3415 | 0.3254 | 1.3415 | 1.1582 |
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- | No log | 4.0741 | 220 | 1.5130 | 0.2832 | 1.5130 | 1.2300 |
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- | No log | 4.1111 | 222 | 1.5231 | 0.2832 | 1.5231 | 1.2341 |
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- | No log | 4.1481 | 224 | 1.3252 | 0.3213 | 1.3252 | 1.1512 |
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- | No log | 4.1852 | 226 | 1.2231 | 0.3368 | 1.2231 | 1.1059 |
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- | No log | 4.2222 | 228 | 1.2637 | 0.3269 | 1.2637 | 1.1242 |
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- | No log | 4.2593 | 230 | 1.2339 | 0.3340 | 1.2339 | 1.1108 |
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- | No log | 4.2963 | 232 | 1.1628 | 0.3421 | 1.1628 | 1.0783 |
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- | No log | 4.3333 | 234 | 1.2057 | 0.2894 | 1.2057 | 1.0980 |
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- | No log | 4.3704 | 236 | 1.3105 | 0.3222 | 1.3105 | 1.1448 |
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- | No log | 4.4074 | 238 | 1.4475 | 0.2647 | 1.4475 | 1.2031 |
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- | No log | 4.4444 | 240 | 1.3320 | 0.3084 | 1.3320 | 1.1541 |
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- | No log | 4.4815 | 242 | 1.2102 | 0.1788 | 1.2102 | 1.1001 |
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- | No log | 4.5185 | 244 | 1.2051 | 0.2783 | 1.2051 | 1.0978 |
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- | No log | 4.5556 | 246 | 1.2837 | 0.3084 | 1.2837 | 1.1330 |
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- | No log | 4.5926 | 248 | 1.2516 | 0.3303 | 1.2516 | 1.1188 |
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- | No log | 4.6296 | 250 | 1.2199 | 0.3310 | 1.2199 | 1.1045 |
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- | No log | 4.6667 | 252 | 1.2058 | 0.2981 | 1.2058 | 1.0981 |
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- | No log | 4.7037 | 254 | 1.2241 | 0.3084 | 1.2241 | 1.1064 |
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- | No log | 4.7407 | 256 | 1.2013 | 0.2833 | 1.2013 | 1.0961 |
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- | No log | 4.7778 | 258 | 1.1323 | 0.2465 | 1.1323 | 1.0641 |
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- | No log | 4.8148 | 260 | 1.1268 | 0.2598 | 1.1268 | 1.0615 |
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- | No log | 4.8519 | 262 | 1.1558 | 0.2594 | 1.1558 | 1.0751 |
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- | No log | 4.8889 | 264 | 1.2973 | 0.2885 | 1.2973 | 1.1390 |
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- | No log | 4.9259 | 266 | 1.3542 | 0.2885 | 1.3542 | 1.1637 |
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- | No log | 4.9630 | 268 | 1.2248 | 0.2677 | 1.2248 | 1.1067 |
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- | No log | 5.0 | 270 | 1.1992 | 0.3465 | 1.1992 | 1.0951 |
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- | No log | 5.0370 | 272 | 1.1563 | 0.2491 | 1.1563 | 1.0753 |
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- | No log | 5.0741 | 274 | 1.1623 | 0.2370 | 1.1623 | 1.0781 |
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- | No log | 5.1111 | 276 | 1.1715 | 0.2357 | 1.1715 | 1.0824 |
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- | No log | 5.1481 | 278 | 1.1856 | 0.2782 | 1.1856 | 1.0889 |
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- | No log | 5.1852 | 280 | 1.1324 | 0.2271 | 1.1324 | 1.0642 |
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- | No log | 5.2222 | 282 | 1.1236 | 0.3062 | 1.1236 | 1.0600 |
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- | No log | 5.2593 | 284 | 1.1507 | 0.3062 | 1.1507 | 1.0727 |
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- | No log | 5.2963 | 286 | 1.1719 | 0.2944 | 1.1719 | 1.0826 |
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- | No log | 5.3333 | 288 | 1.1636 | 0.3130 | 1.1636 | 1.0787 |
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- | No log | 5.3704 | 290 | 1.1492 | 0.3130 | 1.1492 | 1.0720 |
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- | No log | 5.4074 | 292 | 1.1244 | 0.2877 | 1.1244 | 1.0604 |
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- | No log | 5.4444 | 294 | 1.1387 | 0.2640 | 1.1387 | 1.0671 |
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- | No log | 5.4815 | 296 | 1.1201 | 0.3155 | 1.1201 | 1.0584 |
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- | No log | 5.5185 | 298 | 1.1215 | 0.3293 | 1.1215 | 1.0590 |
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- | No log | 5.5556 | 300 | 1.1887 | 0.2583 | 1.1887 | 1.0903 |
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- | No log | 5.5926 | 302 | 1.1904 | 0.2880 | 1.1904 | 1.0911 |
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- | No log | 5.6296 | 304 | 1.1448 | 0.2641 | 1.1448 | 1.0700 |
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- | No log | 5.6667 | 306 | 1.1226 | 0.3377 | 1.1226 | 1.0595 |
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- | No log | 5.7037 | 308 | 1.1980 | 0.3192 | 1.1980 | 1.0945 |
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- | No log | 5.7407 | 310 | 1.2758 | 0.2928 | 1.2758 | 1.1295 |
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- | No log | 5.7778 | 312 | 1.3415 | 0.2911 | 1.3415 | 1.1582 |
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- | No log | 5.8148 | 314 | 1.2574 | 0.2758 | 1.2574 | 1.1213 |
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- | No log | 5.8519 | 316 | 1.1498 | 0.2997 | 1.1498 | 1.0723 |
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- | No log | 5.8889 | 318 | 1.1604 | 0.2318 | 1.1604 | 1.0772 |
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- | No log | 5.9259 | 320 | 1.3206 | 0.3454 | 1.3206 | 1.1492 |
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- | No log | 5.9630 | 322 | 1.4153 | 0.3100 | 1.4153 | 1.1897 |
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- | No log | 6.0 | 324 | 1.5070 | 0.2682 | 1.5070 | 1.2276 |
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- | No log | 6.0370 | 326 | 1.4249 | 0.2820 | 1.4249 | 1.1937 |
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- | No log | 6.0741 | 328 | 1.2036 | 0.2880 | 1.2036 | 1.0971 |
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- | No log | 6.1111 | 330 | 1.1726 | 0.2612 | 1.1726 | 1.0829 |
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- | No log | 6.1481 | 332 | 1.2087 | 0.2345 | 1.2087 | 1.0994 |
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- | No log | 6.1852 | 334 | 1.2559 | 0.2525 | 1.2559 | 1.1207 |
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- | No log | 6.2222 | 336 | 1.1810 | 0.1396 | 1.1810 | 1.0867 |
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- | No log | 6.2593 | 338 | 1.1674 | 0.0609 | 1.1674 | 1.0805 |
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- | No log | 6.2963 | 340 | 1.1848 | 0.1430 | 1.1848 | 1.0885 |
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- | No log | 6.3333 | 342 | 1.1825 | 0.1769 | 1.1825 | 1.0874 |
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- | No log | 6.3704 | 344 | 1.1547 | 0.1695 | 1.1547 | 1.0746 |
224
- | No log | 6.4074 | 346 | 1.1600 | 0.2029 | 1.1600 | 1.0770 |
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- | No log | 6.4444 | 348 | 1.1628 | 0.1581 | 1.1628 | 1.0783 |
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- | No log | 6.4815 | 350 | 1.2533 | 0.2418 | 1.2533 | 1.1195 |
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- | No log | 6.5185 | 352 | 1.3428 | 0.3429 | 1.3428 | 1.1588 |
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- | No log | 6.5556 | 354 | 1.2897 | 0.3429 | 1.2897 | 1.1356 |
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- | No log | 6.5926 | 356 | 1.1672 | 0.25 | 1.1672 | 1.0804 |
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- | No log | 6.6296 | 358 | 1.1006 | 0.1525 | 1.1006 | 1.0491 |
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- | No log | 6.6667 | 360 | 1.0913 | 0.1275 | 1.0913 | 1.0447 |
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- | No log | 6.7037 | 362 | 1.1350 | 0.2155 | 1.1350 | 1.0654 |
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- | No log | 6.7407 | 364 | 1.1753 | 0.2621 | 1.1753 | 1.0841 |
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- | No log | 6.7778 | 366 | 1.1729 | 0.2590 | 1.1729 | 1.0830 |
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- | No log | 6.8148 | 368 | 1.1039 | 0.1690 | 1.1039 | 1.0507 |
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- | No log | 6.8519 | 370 | 1.0814 | 0.2843 | 1.0814 | 1.0399 |
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- | No log | 6.8889 | 372 | 1.0761 | 0.3275 | 1.0761 | 1.0373 |
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- | No log | 6.9259 | 374 | 1.1058 | 0.3703 | 1.1058 | 1.0516 |
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- | No log | 6.9630 | 376 | 1.2834 | 0.2586 | 1.2834 | 1.1329 |
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- | No log | 7.0 | 378 | 1.3373 | 0.2686 | 1.3373 | 1.1564 |
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- | No log | 7.0370 | 380 | 1.1973 | 0.2246 | 1.1973 | 1.0942 |
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- | No log | 7.0741 | 382 | 1.0912 | 0.2898 | 1.0912 | 1.0446 |
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- | No log | 7.1111 | 384 | 1.2061 | 0.3095 | 1.2061 | 1.0982 |
244
- | No log | 7.1481 | 386 | 1.1953 | 0.3165 | 1.1953 | 1.0933 |
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- | No log | 7.1852 | 388 | 1.0718 | 0.2016 | 1.0718 | 1.0353 |
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- | No log | 7.2222 | 390 | 1.0858 | 0.3177 | 1.0858 | 1.0420 |
247
- | No log | 7.2593 | 392 | 1.1389 | 0.3308 | 1.1389 | 1.0672 |
248
- | No log | 7.2963 | 394 | 1.0898 | 0.2864 | 1.0898 | 1.0439 |
249
- | No log | 7.3333 | 396 | 1.0399 | 0.3066 | 1.0399 | 1.0198 |
250
- | No log | 7.3704 | 398 | 1.0558 | 0.3356 | 1.0558 | 1.0275 |
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- | No log | 7.4074 | 400 | 1.0752 | 0.3011 | 1.0752 | 1.0369 |
252
- | No log | 7.4444 | 402 | 1.0530 | 0.3714 | 1.0530 | 1.0262 |
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- | No log | 7.4815 | 404 | 1.0585 | 0.2802 | 1.0585 | 1.0289 |
254
- | No log | 7.5185 | 406 | 1.1118 | 0.2144 | 1.1118 | 1.0544 |
255
- | No log | 7.5556 | 408 | 1.1526 | 0.2621 | 1.1526 | 1.0736 |
256
- | No log | 7.5926 | 410 | 1.1069 | 0.2144 | 1.1069 | 1.0521 |
257
- | No log | 7.6296 | 412 | 1.0772 | 0.3382 | 1.0772 | 1.0379 |
258
- | No log | 7.6667 | 414 | 1.0913 | 0.2941 | 1.0913 | 1.0446 |
259
- | No log | 7.7037 | 416 | 1.0977 | 0.2432 | 1.0977 | 1.0477 |
260
- | No log | 7.7407 | 418 | 1.2067 | 0.2851 | 1.2067 | 1.0985 |
261
- | No log | 7.7778 | 420 | 1.3158 | 0.2620 | 1.3158 | 1.1471 |
262
- | No log | 7.8148 | 422 | 1.2858 | 0.2620 | 1.2858 | 1.1339 |
263
- | No log | 7.8519 | 424 | 1.2637 | 0.2620 | 1.2637 | 1.1242 |
264
- | No log | 7.8889 | 426 | 1.2459 | 0.2742 | 1.2459 | 1.1162 |
265
- | No log | 7.9259 | 428 | 1.2989 | 0.2698 | 1.2989 | 1.1397 |
266
- | No log | 7.9630 | 430 | 1.3723 | 0.2932 | 1.3723 | 1.1714 |
267
- | No log | 8.0 | 432 | 1.4550 | 0.2633 | 1.4550 | 1.2062 |
268
- | No log | 8.0370 | 434 | 1.4708 | 0.2633 | 1.4708 | 1.2128 |
269
- | No log | 8.0741 | 436 | 1.3988 | 0.2608 | 1.3988 | 1.1827 |
270
- | No log | 8.1111 | 438 | 1.2679 | 0.2726 | 1.2679 | 1.1260 |
271
- | No log | 8.1481 | 440 | 1.1768 | 0.2857 | 1.1768 | 1.0848 |
272
- | No log | 8.1852 | 442 | 1.1310 | 0.3545 | 1.1310 | 1.0635 |
273
- | No log | 8.2222 | 444 | 1.1514 | 0.3545 | 1.1514 | 1.0730 |
274
- | No log | 8.2593 | 446 | 1.2991 | 0.2846 | 1.2991 | 1.1398 |
275
- | No log | 8.2963 | 448 | 1.5119 | 0.2447 | 1.5119 | 1.2296 |
276
- | No log | 8.3333 | 450 | 1.5191 | 0.2474 | 1.5191 | 1.2325 |
277
- | No log | 8.3704 | 452 | 1.3214 | 0.2442 | 1.3214 | 1.1495 |
278
- | No log | 8.4074 | 454 | 1.1313 | 0.3584 | 1.1313 | 1.0636 |
279
- | No log | 8.4444 | 456 | 1.0753 | 0.3671 | 1.0753 | 1.0370 |
280
- | No log | 8.4815 | 458 | 1.1299 | 0.3179 | 1.1299 | 1.0629 |
281
- | No log | 8.5185 | 460 | 1.0925 | 0.3276 | 1.0925 | 1.0452 |
282
- | No log | 8.5556 | 462 | 1.0344 | 0.2822 | 1.0344 | 1.0171 |
283
- | No log | 8.5926 | 464 | 1.1453 | 0.3109 | 1.1453 | 1.0702 |
284
- | No log | 8.6296 | 466 | 1.2757 | 0.3067 | 1.2757 | 1.1295 |
285
- | No log | 8.6667 | 468 | 1.3337 | 0.3067 | 1.3337 | 1.1549 |
286
- | No log | 8.7037 | 470 | 1.3034 | 0.1896 | 1.3034 | 1.1417 |
287
- | No log | 8.7407 | 472 | 1.2539 | 0.2570 | 1.2539 | 1.1198 |
288
- | No log | 8.7778 | 474 | 1.1577 | 0.2246 | 1.1577 | 1.0760 |
289
- | No log | 8.8148 | 476 | 1.1118 | 0.3367 | 1.1118 | 1.0544 |
290
- | No log | 8.8519 | 478 | 1.1292 | 0.3396 | 1.1292 | 1.0626 |
291
- | No log | 8.8889 | 480 | 1.2183 | 0.3123 | 1.2183 | 1.1038 |
292
- | No log | 8.9259 | 482 | 1.3252 | 0.3180 | 1.3252 | 1.1512 |
293
- | No log | 8.9630 | 484 | 1.3514 | 0.3197 | 1.3514 | 1.1625 |
294
- | No log | 9.0 | 486 | 1.2556 | 0.3667 | 1.2556 | 1.1205 |
295
- | No log | 9.0370 | 488 | 1.1415 | 0.3144 | 1.1415 | 1.0684 |
296
- | No log | 9.0741 | 490 | 1.1112 | 0.3709 | 1.1112 | 1.0541 |
297
- | No log | 9.1111 | 492 | 1.1230 | 0.3144 | 1.1230 | 1.0597 |
298
- | No log | 9.1481 | 494 | 1.1349 | 0.3144 | 1.1349 | 1.0653 |
299
- | No log | 9.1852 | 496 | 1.1658 | 0.3222 | 1.1658 | 1.0797 |
300
- | No log | 9.2222 | 498 | 1.1470 | 0.2692 | 1.1470 | 1.0710 |
301
- | 0.4474 | 9.2593 | 500 | 1.0997 | 0.3367 | 1.0997 | 1.0487 |
302
- | 0.4474 | 9.2963 | 502 | 1.0842 | 0.2765 | 1.0842 | 1.0413 |
303
- | 0.4474 | 9.3333 | 504 | 1.0963 | 0.2396 | 1.0963 | 1.0471 |
304
- | 0.4474 | 9.3704 | 506 | 1.1437 | 0.2523 | 1.1437 | 1.0694 |
305
- | 0.4474 | 9.4074 | 508 | 1.1187 | 0.2953 | 1.1187 | 1.0577 |
306
- | 0.4474 | 9.4444 | 510 | 1.0845 | 0.3482 | 1.0845 | 1.0414 |
307
- | 0.4474 | 9.4815 | 512 | 1.0849 | 0.3532 | 1.0849 | 1.0416 |
308
- | 0.4474 | 9.5185 | 514 | 1.0994 | 0.3204 | 1.0994 | 1.0485 |
309
- | 0.4474 | 9.5556 | 516 | 1.1835 | 0.3217 | 1.1835 | 1.0879 |
310
- | 0.4474 | 9.5926 | 518 | 1.2073 | 0.3004 | 1.2073 | 1.0988 |
311
- | 0.4474 | 9.6296 | 520 | 1.1338 | 0.2937 | 1.1338 | 1.0648 |
312
- | 0.4474 | 9.6667 | 522 | 1.1449 | 0.2808 | 1.1449 | 1.0700 |
 
 
 
 
 
 
 
 
 
313
 
314
 
315
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k9_task2_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_run3_AugV5_k9_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.3448
19
+ - Qwk: 0.1371
20
+ - Mse: 1.3448
21
+ - Rmse: 1.1596
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0435 | 2 | 4.6703 | 0.0010 | 4.6703 | 2.1611 |
53
+ | No log | 0.0870 | 4 | 2.7705 | 0.0140 | 2.7705 | 1.6645 |
54
+ | No log | 0.1304 | 6 | 1.9995 | -0.0102 | 1.9995 | 1.4140 |
55
+ | No log | 0.1739 | 8 | 1.5140 | 0.0201 | 1.5140 | 1.2305 |
56
+ | No log | 0.2174 | 10 | 1.4260 | 0.0203 | 1.4260 | 1.1942 |
57
+ | No log | 0.2609 | 12 | 1.5264 | -0.0161 | 1.5264 | 1.2355 |
58
+ | No log | 0.3043 | 14 | 1.4111 | -0.0128 | 1.4111 | 1.1879 |
59
+ | No log | 0.3478 | 16 | 1.4051 | 0.0253 | 1.4051 | 1.1854 |
60
+ | No log | 0.3913 | 18 | 1.3558 | 0.0232 | 1.3558 | 1.1644 |
61
+ | No log | 0.4348 | 20 | 1.3127 | 0.0186 | 1.3127 | 1.1457 |
62
+ | No log | 0.4783 | 22 | 1.2626 | 0.0796 | 1.2626 | 1.1237 |
63
+ | No log | 0.5217 | 24 | 1.2633 | 0.0613 | 1.2633 | 1.1240 |
64
+ | No log | 0.5652 | 26 | 1.2988 | 0.1076 | 1.2988 | 1.1396 |
65
+ | No log | 0.6087 | 28 | 1.2544 | 0.1542 | 1.2544 | 1.1200 |
66
+ | No log | 0.6522 | 30 | 1.2044 | 0.1370 | 1.2044 | 1.0975 |
67
+ | No log | 0.6957 | 32 | 1.2342 | 0.0427 | 1.2342 | 1.1109 |
68
+ | No log | 0.7391 | 34 | 1.2668 | 0.0700 | 1.2668 | 1.1255 |
69
+ | No log | 0.7826 | 36 | 1.3210 | 0.0847 | 1.3210 | 1.1493 |
70
+ | No log | 0.8261 | 38 | 1.5612 | -0.0649 | 1.5612 | 1.2495 |
71
+ | No log | 0.8696 | 40 | 1.4555 | 0.0522 | 1.4555 | 1.2065 |
72
+ | No log | 0.9130 | 42 | 1.4345 | 0.0741 | 1.4345 | 1.1977 |
73
+ | No log | 0.9565 | 44 | 1.2526 | 0.1638 | 1.2526 | 1.1192 |
74
+ | No log | 1.0 | 46 | 1.2015 | 0.2333 | 1.2015 | 1.0962 |
75
+ | No log | 1.0435 | 48 | 1.2226 | 0.1984 | 1.2226 | 1.1057 |
76
+ | No log | 1.0870 | 50 | 1.1967 | 0.1870 | 1.1967 | 1.0939 |
77
+ | No log | 1.1304 | 52 | 1.2182 | 0.1984 | 1.2182 | 1.1037 |
78
+ | No log | 1.1739 | 54 | 1.1532 | 0.1911 | 1.1532 | 1.0739 |
79
+ | No log | 1.2174 | 56 | 1.1276 | 0.1210 | 1.1276 | 1.0619 |
80
+ | No log | 1.2609 | 58 | 1.1563 | 0.1868 | 1.1563 | 1.0753 |
81
+ | No log | 1.3043 | 60 | 1.2283 | 0.1641 | 1.2283 | 1.1083 |
82
+ | No log | 1.3478 | 62 | 1.2436 | 0.1310 | 1.2436 | 1.1152 |
83
+ | No log | 1.3913 | 64 | 1.2577 | 0.0934 | 1.2577 | 1.1215 |
84
+ | No log | 1.4348 | 66 | 1.2722 | 0.1121 | 1.2722 | 1.1279 |
85
+ | No log | 1.4783 | 68 | 1.2902 | 0.125 | 1.2902 | 1.1359 |
86
+ | No log | 1.5217 | 70 | 1.2351 | 0.1902 | 1.2351 | 1.1113 |
87
+ | No log | 1.5652 | 72 | 1.1929 | 0.1977 | 1.1929 | 1.0922 |
88
+ | No log | 1.6087 | 74 | 1.2655 | 0.1480 | 1.2655 | 1.1249 |
89
+ | No log | 1.6522 | 76 | 1.2235 | 0.1267 | 1.2235 | 1.1061 |
90
+ | No log | 1.6957 | 78 | 1.1882 | 0.1767 | 1.1882 | 1.0900 |
91
+ | No log | 1.7391 | 80 | 1.2523 | 0.1755 | 1.2523 | 1.1190 |
92
+ | No log | 1.7826 | 82 | 1.3109 | 0.1063 | 1.3109 | 1.1449 |
93
+ | No log | 1.8261 | 84 | 1.3717 | 0.2772 | 1.3717 | 1.1712 |
94
+ | No log | 1.8696 | 86 | 1.5582 | 0.3045 | 1.5582 | 1.2483 |
95
+ | No log | 1.9130 | 88 | 1.5663 | 0.2925 | 1.5663 | 1.2515 |
96
+ | No log | 1.9565 | 90 | 1.4099 | 0.2772 | 1.4099 | 1.1874 |
97
+ | No log | 2.0 | 92 | 1.4024 | 0.2772 | 1.4024 | 1.1842 |
98
+ | No log | 2.0435 | 94 | 1.4858 | 0.2191 | 1.4858 | 1.2189 |
99
+ | No log | 2.0870 | 96 | 1.5393 | 0.2903 | 1.5393 | 1.2407 |
100
+ | No log | 2.1304 | 98 | 1.3932 | 0.1712 | 1.3932 | 1.1803 |
101
+ | No log | 2.1739 | 100 | 1.3922 | 0.0911 | 1.3922 | 1.1799 |
102
+ | No log | 2.2174 | 102 | 1.4386 | 0.0952 | 1.4386 | 1.1994 |
103
+ | No log | 2.2609 | 104 | 1.5498 | 0.1631 | 1.5498 | 1.2449 |
104
+ | No log | 2.3043 | 106 | 1.5142 | 0.0714 | 1.5142 | 1.2305 |
105
+ | No log | 2.3478 | 108 | 1.5403 | 0.0686 | 1.5403 | 1.2411 |
106
+ | No log | 2.3913 | 110 | 1.6341 | -0.0063 | 1.6341 | 1.2783 |
107
+ | No log | 2.4348 | 112 | 1.8686 | 0.0621 | 1.8686 | 1.3670 |
108
+ | No log | 2.4783 | 114 | 1.9787 | 0.0746 | 1.9787 | 1.4067 |
109
+ | No log | 2.5217 | 116 | 1.9318 | 0.0934 | 1.9318 | 1.3899 |
110
+ | No log | 2.5652 | 118 | 1.7380 | 0.1057 | 1.7380 | 1.3183 |
111
+ | No log | 2.6087 | 120 | 1.5258 | 0.1156 | 1.5258 | 1.2352 |
112
+ | No log | 2.6522 | 122 | 1.4462 | 0.1217 | 1.4462 | 1.2026 |
113
+ | No log | 2.6957 | 124 | 1.4441 | 0.1026 | 1.4441 | 1.2017 |
114
+ | No log | 2.7391 | 126 | 1.5470 | 0.1891 | 1.5470 | 1.2438 |
115
+ | No log | 2.7826 | 128 | 1.6728 | 0.1025 | 1.6728 | 1.2934 |
116
+ | No log | 2.8261 | 130 | 1.6553 | 0.1144 | 1.6553 | 1.2866 |
117
+ | No log | 2.8696 | 132 | 1.6542 | 0.0146 | 1.6542 | 1.2862 |
118
+ | No log | 2.9130 | 134 | 1.5453 | 0.1028 | 1.5453 | 1.2431 |
119
+ | No log | 2.9565 | 136 | 1.5830 | 0.2606 | 1.5830 | 1.2582 |
120
+ | No log | 3.0 | 138 | 1.5493 | 0.2806 | 1.5493 | 1.2447 |
121
+ | No log | 3.0435 | 140 | 1.4233 | 0.2263 | 1.4233 | 1.1930 |
122
+ | No log | 3.0870 | 142 | 1.3423 | 0.1679 | 1.3423 | 1.1586 |
123
+ | No log | 3.1304 | 144 | 1.3219 | 0.1864 | 1.3219 | 1.1497 |
124
+ | No log | 3.1739 | 146 | 1.3804 | 0.2224 | 1.3804 | 1.1749 |
125
+ | No log | 3.2174 | 148 | 1.5223 | 0.3171 | 1.5223 | 1.2338 |
126
+ | No log | 3.2609 | 150 | 1.6121 | 0.2633 | 1.6121 | 1.2697 |
127
+ | No log | 3.3043 | 152 | 1.4892 | 0.2371 | 1.4892 | 1.2203 |
128
+ | No log | 3.3478 | 154 | 1.4161 | 0.2417 | 1.4161 | 1.1900 |
129
+ | No log | 3.3913 | 156 | 1.4059 | 0.2132 | 1.4059 | 1.1857 |
130
+ | No log | 3.4348 | 158 | 1.4538 | 0.1844 | 1.4538 | 1.2058 |
131
+ | No log | 3.4783 | 160 | 1.4560 | 0.1795 | 1.4560 | 1.2066 |
132
+ | No log | 3.5217 | 162 | 1.4301 | 0.2224 | 1.4301 | 1.1959 |
133
+ | No log | 3.5652 | 164 | 1.4453 | 0.1744 | 1.4453 | 1.2022 |
134
+ | No log | 3.6087 | 166 | 1.5440 | 0.2108 | 1.5440 | 1.2426 |
135
+ | No log | 3.6522 | 168 | 1.8101 | 0.1385 | 1.8101 | 1.3454 |
136
+ | No log | 3.6957 | 170 | 1.8431 | 0.1751 | 1.8431 | 1.3576 |
137
+ | No log | 3.7391 | 172 | 1.5631 | 0.2153 | 1.5631 | 1.2502 |
138
+ | No log | 3.7826 | 174 | 1.3899 | 0.0331 | 1.3899 | 1.1790 |
139
+ | No log | 3.8261 | 176 | 1.4112 | 0.0218 | 1.4112 | 1.1879 |
140
+ | No log | 3.8696 | 178 | 1.3916 | 0.0750 | 1.3916 | 1.1797 |
141
+ | No log | 3.9130 | 180 | 1.4274 | 0.2602 | 1.4274 | 1.1947 |
142
+ | No log | 3.9565 | 182 | 1.4927 | 0.2074 | 1.4927 | 1.2218 |
143
+ | No log | 4.0 | 184 | 1.5358 | 0.2559 | 1.5358 | 1.2393 |
144
+ | No log | 4.0435 | 186 | 1.5787 | 0.2201 | 1.5787 | 1.2565 |
145
+ | No log | 4.0870 | 188 | 1.5931 | 0.1471 | 1.5931 | 1.2622 |
146
+ | No log | 4.1304 | 190 | 1.6073 | 0.2450 | 1.6073 | 1.2678 |
147
+ | No log | 4.1739 | 192 | 1.6191 | 0.1977 | 1.6191 | 1.2724 |
148
+ | No log | 4.2174 | 194 | 1.4766 | 0.2743 | 1.4766 | 1.2151 |
149
+ | No log | 4.2609 | 196 | 1.4440 | 0.0798 | 1.4440 | 1.2017 |
150
+ | No log | 4.3043 | 198 | 1.5017 | 0.2184 | 1.5017 | 1.2254 |
151
+ | No log | 4.3478 | 200 | 1.5813 | 0.2117 | 1.5813 | 1.2575 |
152
+ | No log | 4.3913 | 202 | 1.5873 | 0.1652 | 1.5873 | 1.2599 |
153
+ | No log | 4.4348 | 204 | 1.5374 | 0.0918 | 1.5374 | 1.2399 |
154
+ | No log | 4.4783 | 206 | 1.5297 | -0.0171 | 1.5297 | 1.2368 |
155
+ | No log | 4.5217 | 208 | 1.5310 | 0.0842 | 1.5310 | 1.2373 |
156
+ | No log | 4.5652 | 210 | 1.6574 | 0.1855 | 1.6574 | 1.2874 |
157
+ | No log | 4.6087 | 212 | 1.7471 | 0.1455 | 1.7471 | 1.3218 |
158
+ | No log | 4.6522 | 214 | 1.6158 | 0.1253 | 1.6158 | 1.2711 |
159
+ | No log | 4.6957 | 216 | 1.5500 | 0.1813 | 1.5500 | 1.2450 |
160
+ | No log | 4.7391 | 218 | 1.5343 | 0.1997 | 1.5343 | 1.2387 |
161
+ | No log | 4.7826 | 220 | 1.4766 | 0.1465 | 1.4766 | 1.2152 |
162
+ | No log | 4.8261 | 222 | 1.4529 | 0.0010 | 1.4529 | 1.2054 |
163
+ | No log | 4.8696 | 224 | 1.4440 | 0.0798 | 1.4440 | 1.2017 |
164
+ | No log | 4.9130 | 226 | 1.4724 | 0.1696 | 1.4724 | 1.2134 |
165
+ | No log | 4.9565 | 228 | 1.5486 | 0.1795 | 1.5486 | 1.2444 |
166
+ | No log | 5.0 | 230 | 1.5673 | 0.1254 | 1.5673 | 1.2519 |
167
+ | No log | 5.0435 | 232 | 1.5239 | 0.2173 | 1.5239 | 1.2345 |
168
+ | No log | 5.0870 | 234 | 1.4726 | 0.1466 | 1.4726 | 1.2135 |
169
+ | No log | 5.1304 | 236 | 1.4507 | 0.1309 | 1.4507 | 1.2045 |
170
+ | No log | 5.1739 | 238 | 1.4191 | 0.1371 | 1.4191 | 1.1913 |
171
+ | No log | 5.2174 | 240 | 1.4600 | 0.1857 | 1.4600 | 1.2083 |
172
+ | No log | 5.2609 | 242 | 1.5225 | 0.1848 | 1.5225 | 1.2339 |
173
+ | No log | 5.3043 | 244 | 1.5088 | 0.1848 | 1.5088 | 1.2283 |
174
+ | No log | 5.3478 | 246 | 1.4357 | 0.2015 | 1.4357 | 1.1982 |
175
+ | No log | 5.3913 | 248 | 1.3986 | 0.0153 | 1.3986 | 1.1826 |
176
+ | No log | 5.4348 | 250 | 1.3766 | 0.1275 | 1.3766 | 1.1733 |
177
+ | No log | 5.4783 | 252 | 1.4467 | 0.2475 | 1.4467 | 1.2028 |
178
+ | No log | 5.5217 | 254 | 1.5244 | 0.1975 | 1.5244 | 1.2346 |
179
+ | No log | 5.5652 | 256 | 1.4993 | 0.2014 | 1.4993 | 1.2245 |
180
+ | No log | 5.6087 | 258 | 1.4065 | 0.2397 | 1.4065 | 1.1860 |
181
+ | No log | 5.6522 | 260 | 1.3738 | 0.2818 | 1.3738 | 1.1721 |
182
+ | No log | 5.6957 | 262 | 1.4145 | 0.2542 | 1.4145 | 1.1893 |
183
+ | No log | 5.7391 | 264 | 1.4580 | 0.2494 | 1.4580 | 1.2075 |
184
+ | No log | 5.7826 | 266 | 1.5560 | 0.1639 | 1.5560 | 1.2474 |
185
+ | No log | 5.8261 | 268 | 1.5050 | 0.3243 | 1.5050 | 1.2268 |
186
+ | No log | 5.8696 | 270 | 1.4203 | 0.2452 | 1.4203 | 1.1918 |
187
+ | No log | 5.9130 | 272 | 1.3710 | 0.2223 | 1.3710 | 1.1709 |
188
+ | No log | 5.9565 | 274 | 1.2983 | 0.1430 | 1.2983 | 1.1394 |
189
+ | No log | 6.0 | 276 | 1.3229 | 0.2050 | 1.3229 | 1.1502 |
190
+ | No log | 6.0435 | 278 | 1.4733 | 0.2857 | 1.4733 | 1.2138 |
191
+ | No log | 6.0870 | 280 | 1.5220 | 0.2295 | 1.5220 | 1.2337 |
192
+ | No log | 6.1304 | 282 | 1.4201 | 0.3046 | 1.4201 | 1.1917 |
193
+ | No log | 6.1739 | 284 | 1.4063 | 0.3046 | 1.4063 | 1.1859 |
194
+ | No log | 6.2174 | 286 | 1.4557 | 0.3284 | 1.4557 | 1.2065 |
195
+ | No log | 6.2609 | 288 | 1.5532 | 0.2903 | 1.5532 | 1.2463 |
196
+ | No log | 6.3043 | 290 | 1.4625 | 0.2870 | 1.4625 | 1.2093 |
197
+ | No log | 6.3478 | 292 | 1.3875 | 0.1122 | 1.3875 | 1.1779 |
198
+ | No log | 6.3913 | 294 | 1.3720 | 0.1282 | 1.3720 | 1.1713 |
199
+ | No log | 6.4348 | 296 | 1.3500 | 0.1344 | 1.3500 | 1.1619 |
200
+ | No log | 6.4783 | 298 | 1.4504 | 0.2980 | 1.4504 | 1.2043 |
201
+ | No log | 6.5217 | 300 | 1.6207 | 0.2163 | 1.6207 | 1.2731 |
202
+ | No log | 6.5652 | 302 | 1.6569 | 0.1811 | 1.6569 | 1.2872 |
203
+ | No log | 6.6087 | 304 | 1.5189 | 0.2237 | 1.5189 | 1.2324 |
204
+ | No log | 6.6522 | 306 | 1.4116 | 0.1860 | 1.4116 | 1.1881 |
205
+ | No log | 6.6957 | 308 | 1.4187 | 0.1280 | 1.4187 | 1.1911 |
206
+ | No log | 6.7391 | 310 | 1.5150 | 0.2224 | 1.5150 | 1.2308 |
207
+ | No log | 6.7826 | 312 | 1.4577 | 0.2224 | 1.4577 | 1.2074 |
208
+ | No log | 6.8261 | 314 | 1.3607 | 0.0835 | 1.3607 | 1.1665 |
209
+ | No log | 6.8696 | 316 | 1.3332 | 0.0664 | 1.3332 | 1.1546 |
210
+ | No log | 6.9130 | 318 | 1.3394 | 0.0835 | 1.3394 | 1.1573 |
211
+ | No log | 6.9565 | 320 | 1.3660 | 0.1185 | 1.3660 | 1.1687 |
212
+ | No log | 7.0 | 322 | 1.4106 | 0.0937 | 1.4106 | 1.1877 |
213
+ | No log | 7.0435 | 324 | 1.4714 | 0.1698 | 1.4714 | 1.2130 |
214
+ | No log | 7.0870 | 326 | 1.4423 | 0.1462 | 1.4423 | 1.2010 |
215
+ | No log | 7.1304 | 328 | 1.4083 | 0.0750 | 1.4083 | 1.1867 |
216
+ | No log | 7.1739 | 330 | 1.4269 | 0.0750 | 1.4269 | 1.1945 |
217
+ | No log | 7.2174 | 332 | 1.4927 | 0.1698 | 1.4927 | 1.2218 |
218
+ | No log | 7.2609 | 334 | 1.5382 | 0.1796 | 1.5382 | 1.2402 |
219
+ | No log | 7.3043 | 336 | 1.4619 | 0.1031 | 1.4619 | 1.2091 |
220
+ | No log | 7.3478 | 338 | 1.3628 | -0.0212 | 1.3628 | 1.1674 |
221
+ | No log | 7.3913 | 340 | 1.3501 | -0.0042 | 1.3501 | 1.1620 |
222
+ | No log | 7.4348 | 342 | 1.3596 | 0.0126 | 1.3596 | 1.1660 |
223
+ | No log | 7.4783 | 344 | 1.4177 | 0.0885 | 1.4177 | 1.1907 |
224
+ | No log | 7.5217 | 346 | 1.6425 | 0.2217 | 1.6425 | 1.2816 |
225
+ | No log | 7.5652 | 348 | 1.7678 | 0.1026 | 1.7678 | 1.3296 |
226
+ | No log | 7.6087 | 350 | 1.6132 | 0.2325 | 1.6132 | 1.2701 |
227
+ | No log | 7.6522 | 352 | 1.4015 | 0.1463 | 1.4015 | 1.1839 |
228
+ | No log | 7.6957 | 354 | 1.3209 | 0.0885 | 1.3209 | 1.1493 |
229
+ | No log | 7.7391 | 356 | 1.3037 | 0.0721 | 1.3037 | 1.1418 |
230
+ | No log | 7.7826 | 358 | 1.3694 | 0.1650 | 1.3694 | 1.1702 |
231
+ | No log | 7.8261 | 360 | 1.6280 | 0.3047 | 1.6280 | 1.2759 |
232
+ | No log | 7.8696 | 362 | 1.7935 | 0.1672 | 1.7935 | 1.3392 |
233
+ | No log | 7.9130 | 364 | 1.7669 | 0.1672 | 1.7669 | 1.3292 |
234
+ | No log | 7.9565 | 366 | 1.5462 | 0.2359 | 1.5462 | 1.2435 |
235
+ | No log | 8.0 | 368 | 1.3628 | 0.2905 | 1.3628 | 1.1674 |
236
+ | No log | 8.0435 | 370 | 1.3143 | 0.1053 | 1.3143 | 1.1464 |
237
+ | No log | 8.0870 | 372 | 1.3019 | 0.0954 | 1.3019 | 1.1410 |
238
+ | No log | 8.1304 | 374 | 1.3209 | 0.2535 | 1.3209 | 1.1493 |
239
+ | No log | 8.1739 | 376 | 1.3135 | 0.2446 | 1.3135 | 1.1461 |
240
+ | No log | 8.2174 | 378 | 1.3445 | 0.2716 | 1.3445 | 1.1595 |
241
+ | No log | 8.2609 | 380 | 1.4413 | 0.2126 | 1.4413 | 1.2006 |
242
+ | No log | 8.3043 | 382 | 1.5315 | 0.1890 | 1.5315 | 1.2376 |
243
+ | No log | 8.3478 | 384 | 1.5337 | 0.1812 | 1.5337 | 1.2384 |
244
+ | No log | 8.3913 | 386 | 1.4366 | 0.2222 | 1.4366 | 1.1986 |
245
+ | No log | 8.4348 | 388 | 1.3759 | 0.1769 | 1.3759 | 1.1730 |
246
+ | No log | 8.4783 | 390 | 1.3451 | 0.1769 | 1.3451 | 1.1598 |
247
+ | No log | 8.5217 | 392 | 1.3820 | 0.1578 | 1.3820 | 1.1756 |
248
+ | No log | 8.5652 | 394 | 1.3903 | 0.2100 | 1.3903 | 1.1791 |
249
+ | No log | 8.6087 | 396 | 1.3984 | 0.2100 | 1.3984 | 1.1826 |
250
+ | No log | 8.6522 | 398 | 1.3999 | 0.2100 | 1.3999 | 1.1832 |
251
+ | No log | 8.6957 | 400 | 1.3297 | 0.1442 | 1.3297 | 1.1531 |
252
+ | No log | 8.7391 | 402 | 1.3245 | 0.1442 | 1.3245 | 1.1509 |
253
+ | No log | 8.7826 | 404 | 1.4538 | 0.2527 | 1.4538 | 1.2058 |
254
+ | No log | 8.8261 | 406 | 1.6338 | 0.1726 | 1.6338 | 1.2782 |
255
+ | No log | 8.8696 | 408 | 1.6125 | 0.2084 | 1.6125 | 1.2698 |
256
+ | No log | 8.9130 | 410 | 1.4049 | 0.2479 | 1.4049 | 1.1853 |
257
+ | No log | 8.9565 | 412 | 1.2695 | 0.2110 | 1.2695 | 1.1267 |
258
+ | No log | 9.0 | 414 | 1.2517 | 0.0958 | 1.2517 | 1.1188 |
259
+ | No log | 9.0435 | 416 | 1.2658 | 0.1149 | 1.2658 | 1.1251 |
260
+ | No log | 9.0870 | 418 | 1.2798 | 0.1504 | 1.2798 | 1.1313 |
261
+ | No log | 9.1304 | 420 | 1.3175 | 0.1282 | 1.3175 | 1.1478 |
262
+ | No log | 9.1739 | 422 | 1.3459 | 0.1282 | 1.3459 | 1.1601 |
263
+ | No log | 9.2174 | 424 | 1.3848 | 0.1344 | 1.3848 | 1.1768 |
264
+ | No log | 9.2609 | 426 | 1.4113 | 0.1502 | 1.4113 | 1.1880 |
265
+ | No log | 9.3043 | 428 | 1.4710 | 0.1671 | 1.4710 | 1.2128 |
266
+ | No log | 9.3478 | 430 | 1.6104 | 0.1734 | 1.6104 | 1.2690 |
267
+ | No log | 9.3913 | 432 | 1.6624 | 0.1663 | 1.6624 | 1.2894 |
268
+ | No log | 9.4348 | 434 | 1.6335 | 0.0771 | 1.6335 | 1.2781 |
269
+ | No log | 9.4783 | 436 | 1.5920 | 0.1867 | 1.5920 | 1.2618 |
270
+ | No log | 9.5217 | 438 | 1.5650 | 0.1675 | 1.5650 | 1.2510 |
271
+ | No log | 9.5652 | 440 | 1.5540 | 0.1722 | 1.5540 | 1.2466 |
272
+ | No log | 9.6087 | 442 | 1.5584 | 0.2163 | 1.5584 | 1.2483 |
273
+ | No log | 9.6522 | 444 | 1.4837 | 0.1807 | 1.4837 | 1.2181 |
274
+ | No log | 9.6957 | 446 | 1.4286 | 0.1371 | 1.4286 | 1.1953 |
275
+ | No log | 9.7391 | 448 | 1.4487 | 0.1371 | 1.4487 | 1.2036 |
276
+ | No log | 9.7826 | 450 | 1.4990 | 0.2173 | 1.4990 | 1.2243 |
277
+ | No log | 9.8261 | 452 | 1.4932 | 0.1957 | 1.4932 | 1.2220 |
278
+ | No log | 9.8696 | 454 | 1.4607 | 0.1337 | 1.4607 | 1.2086 |
279
+ | No log | 9.9130 | 456 | 1.4302 | 0.1430 | 1.4302 | 1.1959 |
280
+ | No log | 9.9565 | 458 | 1.4525 | 0.2223 | 1.4525 | 1.2052 |
281
+ | No log | 10.0 | 460 | 1.4862 | 0.2457 | 1.4862 | 1.2191 |
282
+ | No log | 10.0435 | 462 | 1.4285 | 0.2586 | 1.4285 | 1.1952 |
283
+ | No log | 10.0870 | 464 | 1.3203 | 0.1405 | 1.3203 | 1.1490 |
284
+ | No log | 10.1304 | 466 | 1.2839 | 0.0434 | 1.2839 | 1.1331 |
285
+ | No log | 10.1739 | 468 | 1.3192 | 0.0503 | 1.3192 | 1.1486 |
286
+ | No log | 10.2174 | 470 | 1.3604 | 0.0598 | 1.3604 | 1.1664 |
287
+ | No log | 10.2609 | 472 | 1.4114 | 0.0849 | 1.4114 | 1.1880 |
288
+ | No log | 10.3043 | 474 | 1.4641 | 0.1097 | 1.4641 | 1.2100 |
289
+ | No log | 10.3478 | 476 | 1.5796 | 0.1395 | 1.5796 | 1.2568 |
290
+ | No log | 10.3913 | 478 | 1.5872 | 0.1611 | 1.5872 | 1.2598 |
291
+ | No log | 10.4348 | 480 | 1.4910 | 0.0970 | 1.4910 | 1.2211 |
292
+ | No log | 10.4783 | 482 | 1.4306 | 0.0731 | 1.4306 | 1.1961 |
293
+ | No log | 10.5217 | 484 | 1.4229 | 0.0340 | 1.4229 | 1.1929 |
294
+ | No log | 10.5652 | 486 | 1.4128 | 0.0104 | 1.4128 | 1.1886 |
295
+ | No log | 10.6087 | 488 | 1.4672 | 0.1279 | 1.4672 | 1.2113 |
296
+ | No log | 10.6522 | 490 | 1.5417 | 0.1758 | 1.5417 | 1.2417 |
297
+ | No log | 10.6957 | 492 | 1.5479 | 0.2224 | 1.5479 | 1.2441 |
298
+ | No log | 10.7391 | 494 | 1.4750 | 0.1279 | 1.4750 | 1.2145 |
299
+ | No log | 10.7826 | 496 | 1.4297 | 0.1617 | 1.4297 | 1.1957 |
300
+ | No log | 10.8261 | 498 | 1.4304 | 0.1371 | 1.4304 | 1.1960 |
301
+ | 0.3262 | 10.8696 | 500 | 1.4535 | 0.1667 | 1.4535 | 1.2056 |
302
+ | 0.3262 | 10.9130 | 502 | 1.4061 | 0.1371 | 1.4061 | 1.1858 |
303
+ | 0.3262 | 10.9565 | 504 | 1.3793 | 0.0806 | 1.3793 | 1.1744 |
304
+ | 0.3262 | 11.0 | 506 | 1.4296 | 0.1371 | 1.4296 | 1.1957 |
305
+ | 0.3262 | 11.0435 | 508 | 1.5440 | 0.2371 | 1.5440 | 1.2426 |
306
+ | 0.3262 | 11.0870 | 510 | 1.5863 | 0.1929 | 1.5863 | 1.2595 |
307
+ | 0.3262 | 11.1304 | 512 | 1.5293 | 0.2286 | 1.5293 | 1.2366 |
308
+ | 0.3262 | 11.1739 | 514 | 1.4669 | 0.1850 | 1.4669 | 1.2112 |
309
+ | 0.3262 | 11.2174 | 516 | 1.4200 | 0.2046 | 1.4200 | 1.1916 |
310
+ | 0.3262 | 11.2609 | 518 | 1.3666 | 0.1502 | 1.3666 | 1.1690 |
311
+ | 0.3262 | 11.3043 | 520 | 1.3859 | 0.1500 | 1.3859 | 1.1773 |
312
+ | 0.3262 | 11.3478 | 522 | 1.4441 | 0.2141 | 1.4441 | 1.2017 |
313
+ | 0.3262 | 11.3913 | 524 | 1.4971 | 0.1891 | 1.4971 | 1.2236 |
314
+ | 0.3262 | 11.4348 | 526 | 1.5710 | 0.2009 | 1.5710 | 1.2534 |
315
+ | 0.3262 | 11.4783 | 528 | 1.4987 | 0.2060 | 1.4987 | 1.2242 |
316
+ | 0.3262 | 11.5217 | 530 | 1.3525 | 0.1692 | 1.3525 | 1.1630 |
317
+ | 0.3262 | 11.5652 | 532 | 1.2312 | 0.1149 | 1.2312 | 1.1096 |
318
+ | 0.3262 | 11.6087 | 534 | 1.2178 | 0.1275 | 1.2178 | 1.1035 |
319
+ | 0.3262 | 11.6522 | 536 | 1.2377 | 0.0989 | 1.2377 | 1.1125 |
320
+ | 0.3262 | 11.6957 | 538 | 1.2610 | 0.0989 | 1.2610 | 1.1230 |
321
+ | 0.3262 | 11.7391 | 540 | 1.3448 | 0.1371 | 1.3448 | 1.1596 |
322
 
323
 
324
  ### Framework versions
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