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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k10_task5_organization

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Training in progress, step 500

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  1. README.md +268 -263
  2. model.safetensors +1 -1
  3. training_args.bin +2 -2
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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k10_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k10_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.3028
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- - Qwk: 0.1744
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- - Mse: 1.3028
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- - Rmse: 1.1414
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  ## Model description
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@@ -47,263 +47,268 @@ 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 | 0.0833 | 2 | 4.0352 | -0.0008 | 4.0352 | 2.0088 |
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- | No log | 0.1667 | 4 | 2.5663 | -0.0088 | 2.5663 | 1.6020 |
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- | No log | 0.25 | 6 | 1.7523 | 0.0435 | 1.7523 | 1.3237 |
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- | No log | 0.3333 | 8 | 1.1986 | 0.1255 | 1.1986 | 1.0948 |
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- | No log | 0.4167 | 10 | 1.0601 | 0.2663 | 1.0601 | 1.0296 |
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- | No log | 0.5 | 12 | 1.1813 | -0.0075 | 1.1813 | 1.0869 |
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- | No log | 0.5833 | 14 | 1.2480 | 0.0021 | 1.2480 | 1.1171 |
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- | No log | 0.6667 | 16 | 1.1057 | 0.1062 | 1.1057 | 1.0515 |
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- | No log | 0.75 | 18 | 1.0794 | 0.2366 | 1.0794 | 1.0389 |
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- | No log | 0.8333 | 20 | 1.1134 | 0.2293 | 1.1134 | 1.0552 |
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- | No log | 0.9167 | 22 | 1.2043 | 0.0790 | 1.2043 | 1.0974 |
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- | No log | 1.0 | 24 | 1.1877 | 0.1205 | 1.1877 | 1.0898 |
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- | No log | 1.0833 | 26 | 1.1884 | 0.1618 | 1.1884 | 1.0902 |
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- | No log | 1.1667 | 28 | 1.5477 | 0.0399 | 1.5477 | 1.2440 |
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- | No log | 1.25 | 30 | 1.5679 | 0.0 | 1.5679 | 1.2522 |
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- | No log | 1.3333 | 32 | 1.2898 | 0.0996 | 1.2898 | 1.1357 |
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- | No log | 1.4167 | 34 | 1.0327 | 0.1521 | 1.0327 | 1.0162 |
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- | No log | 1.5 | 36 | 1.0051 | 0.1713 | 1.0051 | 1.0025 |
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- | No log | 1.5833 | 38 | 0.9994 | 0.1313 | 0.9994 | 0.9997 |
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- | No log | 1.6667 | 40 | 1.0764 | 0.0941 | 1.0764 | 1.0375 |
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- | No log | 1.75 | 42 | 1.0842 | 0.1537 | 1.0842 | 1.0412 |
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- | No log | 1.8333 | 44 | 0.9882 | 0.1685 | 0.9882 | 0.9941 |
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- | No log | 1.9167 | 46 | 0.9861 | 0.2746 | 0.9861 | 0.9930 |
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- | No log | 2.0 | 48 | 0.9850 | 0.1532 | 0.9850 | 0.9925 |
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- | No log | 2.0833 | 50 | 1.0110 | 0.2108 | 1.0110 | 1.0055 |
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- | No log | 2.1667 | 52 | 1.1221 | 0.1846 | 1.1221 | 1.0593 |
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- | No log | 2.25 | 54 | 1.1521 | 0.2040 | 1.1521 | 1.0734 |
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- | No log | 2.3333 | 56 | 1.0662 | 0.2895 | 1.0662 | 1.0326 |
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- | No log | 2.4167 | 58 | 1.0357 | 0.2574 | 1.0357 | 1.0177 |
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- | No log | 2.5 | 60 | 0.9391 | 0.2251 | 0.9391 | 0.9691 |
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- | No log | 2.5833 | 62 | 0.9399 | 0.2276 | 0.9399 | 0.9695 |
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- | No log | 2.6667 | 64 | 1.1240 | 0.2149 | 1.1240 | 1.0602 |
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- | No log | 2.75 | 66 | 1.3706 | 0.0636 | 1.3706 | 1.1707 |
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- | No log | 2.8333 | 68 | 1.3196 | 0.1986 | 1.3196 | 1.1487 |
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- | No log | 2.9167 | 70 | 1.1581 | 0.1893 | 1.1581 | 1.0762 |
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- | No log | 3.0 | 72 | 1.1241 | 0.2567 | 1.1241 | 1.0602 |
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- | No log | 3.0833 | 74 | 1.3891 | 0.2650 | 1.3891 | 1.1786 |
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- | No log | 3.1667 | 76 | 1.6218 | 0.1575 | 1.6218 | 1.2735 |
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- | No log | 3.25 | 78 | 1.3374 | 0.2729 | 1.3374 | 1.1564 |
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- | No log | 3.3333 | 80 | 1.0166 | 0.2636 | 1.0166 | 1.0083 |
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- | No log | 3.4167 | 82 | 1.0139 | 0.2505 | 1.0139 | 1.0069 |
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- | No log | 3.5 | 84 | 1.3258 | 0.2812 | 1.3258 | 1.1514 |
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- | No log | 3.5833 | 86 | 1.7865 | 0.0094 | 1.7865 | 1.3366 |
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- | No log | 3.6667 | 88 | 1.6853 | 0.0864 | 1.6853 | 1.2982 |
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- | No log | 3.75 | 90 | 1.2644 | 0.2795 | 1.2644 | 1.1244 |
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- | No log | 3.8333 | 92 | 0.9626 | 0.2167 | 0.9626 | 0.9811 |
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- | No log | 3.9167 | 94 | 0.9549 | 0.2577 | 0.9549 | 0.9772 |
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- | No log | 4.0 | 96 | 1.0026 | 0.2238 | 1.0026 | 1.0013 |
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- | No log | 4.0833 | 98 | 1.1934 | 0.2203 | 1.1934 | 1.0924 |
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- | No log | 4.1667 | 100 | 1.4696 | -0.0122 | 1.4696 | 1.2123 |
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- | No log | 4.25 | 102 | 1.4692 | 0.0033 | 1.4692 | 1.2121 |
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- | No log | 4.3333 | 104 | 1.2665 | 0.2477 | 1.2665 | 1.1254 |
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- | No log | 4.4167 | 106 | 1.2111 | 0.2409 | 1.2111 | 1.1005 |
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- | No log | 4.5 | 108 | 1.3189 | 0.2195 | 1.3189 | 1.1484 |
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- | No log | 4.5833 | 110 | 1.4690 | 0.2588 | 1.4690 | 1.2120 |
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- | No log | 4.6667 | 112 | 1.5948 | 0.2511 | 1.5948 | 1.2629 |
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- | No log | 4.75 | 114 | 1.5121 | 0.2771 | 1.5121 | 1.2297 |
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- | No log | 4.8333 | 116 | 1.3074 | 0.2686 | 1.3074 | 1.1434 |
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- | No log | 4.9167 | 118 | 1.3081 | 0.2686 | 1.3081 | 1.1437 |
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- | No log | 5.0 | 120 | 1.5025 | 0.2292 | 1.5025 | 1.2258 |
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- | No log | 5.0833 | 122 | 1.6248 | 0.1902 | 1.6248 | 1.2747 |
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- | No log | 5.1667 | 124 | 1.5718 | 0.2342 | 1.5718 | 1.2537 |
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- | No log | 5.25 | 126 | 1.3995 | 0.2506 | 1.3995 | 1.1830 |
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- | No log | 5.3333 | 128 | 1.2789 | 0.2284 | 1.2789 | 1.1309 |
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- | No log | 5.4167 | 130 | 1.3171 | 0.2203 | 1.3171 | 1.1476 |
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- | No log | 5.5 | 132 | 1.3586 | 0.2203 | 1.3586 | 1.1656 |
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- | No log | 5.5833 | 134 | 1.4580 | 0.2555 | 1.4580 | 1.2075 |
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- | No log | 5.6667 | 136 | 1.4811 | 0.2555 | 1.4811 | 1.2170 |
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- | No log | 5.75 | 138 | 1.3859 | 0.1814 | 1.3859 | 1.1772 |
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- | No log | 5.8333 | 140 | 1.1880 | 0.2284 | 1.1880 | 1.0900 |
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- | No log | 5.9167 | 142 | 1.1414 | 0.1911 | 1.1414 | 1.0684 |
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- | No log | 6.0 | 144 | 1.2515 | 0.2730 | 1.2515 | 1.1187 |
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- | No log | 6.0833 | 146 | 1.5819 | 0.2123 | 1.5819 | 1.2577 |
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- | No log | 6.1667 | 148 | 1.6958 | 0.2317 | 1.6958 | 1.3022 |
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- | No log | 6.25 | 150 | 1.5634 | 0.2004 | 1.5634 | 1.2504 |
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- | No log | 6.3333 | 152 | 1.3771 | 0.2203 | 1.3771 | 1.1735 |
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- | No log | 6.4167 | 154 | 1.3233 | 0.2203 | 1.3233 | 1.1503 |
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- | No log | 6.5 | 156 | 1.2985 | 0.2143 | 1.2985 | 1.1395 |
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- | No log | 6.5833 | 158 | 1.3727 | 0.2455 | 1.3727 | 1.1716 |
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- | No log | 6.6667 | 160 | 1.3682 | 0.2506 | 1.3682 | 1.1697 |
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- | No log | 6.75 | 162 | 1.4666 | 0.2075 | 1.4666 | 1.2110 |
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- | No log | 6.8333 | 164 | 1.4636 | 0.2075 | 1.4636 | 1.2098 |
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- | No log | 6.9167 | 166 | 1.4072 | 0.2203 | 1.4072 | 1.1863 |
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- | No log | 7.0 | 168 | 1.4191 | 0.1886 | 1.4191 | 1.1913 |
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- | No log | 7.0833 | 170 | 1.4292 | 0.1886 | 1.4292 | 1.1955 |
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- | No log | 7.1667 | 172 | 1.5007 | 0.2075 | 1.5007 | 1.2250 |
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- | No log | 7.25 | 174 | 1.5721 | 0.2690 | 1.5721 | 1.2539 |
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- | No log | 7.3333 | 176 | 1.5043 | 0.2731 | 1.5043 | 1.2265 |
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- | No log | 7.4167 | 178 | 1.3431 | 0.2772 | 1.3431 | 1.1589 |
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- | No log | 7.5 | 180 | 1.4585 | 0.2731 | 1.4585 | 1.2077 |
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- | No log | 7.5833 | 182 | 1.7300 | 0.2159 | 1.7300 | 1.3153 |
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- | No log | 7.6667 | 184 | 1.7352 | 0.2317 | 1.7352 | 1.3173 |
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- | No log | 7.75 | 186 | 1.5628 | 0.2568 | 1.5628 | 1.2501 |
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- | No log | 7.8333 | 188 | 1.4021 | 0.2260 | 1.4021 | 1.1841 |
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- | No log | 7.9167 | 190 | 1.2959 | 0.1628 | 1.2959 | 1.1384 |
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- | No log | 8.0 | 192 | 1.2804 | 0.1628 | 1.2804 | 1.1315 |
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- | No log | 8.0833 | 194 | 1.3125 | 0.2260 | 1.3125 | 1.1456 |
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- | No log | 8.1667 | 196 | 1.3113 | 0.2555 | 1.3113 | 1.1451 |
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- | No log | 8.25 | 198 | 1.3186 | 0.2795 | 1.3186 | 1.1483 |
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- | No log | 8.3333 | 200 | 1.2967 | 0.2602 | 1.2967 | 1.1387 |
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- | No log | 8.4167 | 202 | 1.2157 | 0.2752 | 1.2157 | 1.1026 |
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- | No log | 8.5 | 204 | 1.1187 | 0.3018 | 1.1187 | 1.0577 |
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- | No log | 8.5833 | 206 | 1.1668 | 0.2752 | 1.1668 | 1.0802 |
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- | No log | 8.6667 | 208 | 1.4189 | 0.2126 | 1.4189 | 1.1912 |
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- | No log | 8.75 | 210 | 1.6400 | 0.2004 | 1.6400 | 1.2806 |
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- | No log | 8.8333 | 212 | 1.6252 | 0.1703 | 1.6252 | 1.2748 |
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- | No log | 8.9167 | 214 | 1.5957 | 0.1703 | 1.5957 | 1.2632 |
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- | No log | 9.0 | 216 | 1.6723 | 0.1832 | 1.6723 | 1.2932 |
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- | No log | 9.0833 | 218 | 1.6313 | 0.1832 | 1.6313 | 1.2772 |
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- | No log | 9.1667 | 220 | 1.5316 | 0.1880 | 1.5316 | 1.2376 |
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- | No log | 9.25 | 222 | 1.4008 | 0.2424 | 1.4008 | 1.1836 |
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- | No log | 9.3333 | 224 | 1.2428 | 0.2752 | 1.2428 | 1.1148 |
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- | No log | 9.4167 | 226 | 1.2207 | 0.1816 | 1.2207 | 1.1049 |
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- | No log | 9.5 | 228 | 1.2475 | 0.1407 | 1.2475 | 1.1169 |
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- | No log | 9.5833 | 230 | 1.3335 | 0.2474 | 1.3335 | 1.1548 |
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- | No log | 9.6667 | 232 | 1.3861 | 0.2342 | 1.3861 | 1.1773 |
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- | No log | 9.75 | 234 | 1.3602 | 0.2771 | 1.3602 | 1.1663 |
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- | No log | 9.8333 | 236 | 1.4932 | 0.2474 | 1.4932 | 1.2219 |
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- | No log | 9.9167 | 238 | 1.4022 | 0.2638 | 1.4022 | 1.1841 |
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- | No log | 10.0 | 240 | 1.3719 | 0.2638 | 1.3719 | 1.1713 |
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- | No log | 10.0833 | 242 | 1.3766 | 0.2771 | 1.3766 | 1.1733 |
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- | No log | 10.1667 | 244 | 1.3518 | 0.2793 | 1.3518 | 1.1627 |
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- | No log | 10.25 | 246 | 1.4745 | 0.2752 | 1.4745 | 1.2143 |
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- | No log | 10.3333 | 248 | 1.4214 | 0.2474 | 1.4214 | 1.1922 |
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- | No log | 10.4167 | 250 | 1.2685 | 0.2474 | 1.2685 | 1.1263 |
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- | No log | 10.5 | 252 | 1.0794 | 0.0833 | 1.0794 | 1.0389 |
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- | No log | 10.5833 | 254 | 1.0117 | 0.0636 | 1.0117 | 1.0058 |
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- | No log | 10.6667 | 256 | 1.0715 | 0.1351 | 1.0715 | 1.0351 |
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- | No log | 10.75 | 258 | 1.3179 | 0.2752 | 1.3179 | 1.1480 |
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- | No log | 10.8333 | 260 | 1.6100 | 0.2832 | 1.6100 | 1.2689 |
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- | No log | 10.9167 | 262 | 1.6783 | 0.2653 | 1.6783 | 1.2955 |
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- | No log | 11.0 | 264 | 1.5736 | 0.2474 | 1.5736 | 1.2544 |
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- | No log | 11.0833 | 266 | 1.3951 | 0.2474 | 1.3951 | 1.1811 |
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- | No log | 11.1667 | 268 | 1.2031 | 0.1552 | 1.2031 | 1.0969 |
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- | No log | 11.25 | 270 | 1.1867 | 0.1552 | 1.1867 | 1.0894 |
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- | No log | 11.3333 | 272 | 1.3356 | 0.2506 | 1.3356 | 1.1557 |
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- | No log | 11.4167 | 274 | 1.6908 | 0.1807 | 1.6908 | 1.3003 |
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- | No log | 11.5 | 276 | 1.8922 | 0.1661 | 1.8922 | 1.3756 |
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- | No log | 11.5833 | 278 | 1.8590 | 0.2007 | 1.8590 | 1.3634 |
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- | No log | 11.6667 | 280 | 1.7036 | 0.2611 | 1.7036 | 1.3052 |
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- | No log | 11.75 | 282 | 1.4911 | 0.1814 | 1.4911 | 1.2211 |
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- | No log | 11.8333 | 284 | 1.2902 | 0.0833 | 1.2902 | 1.1359 |
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- | No log | 11.9167 | 286 | 1.2205 | 0.0833 | 1.2205 | 1.1048 |
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- | No log | 12.0 | 288 | 1.2282 | 0.0445 | 1.2282 | 1.1083 |
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- | No log | 12.0833 | 290 | 1.2619 | 0.1202 | 1.2619 | 1.1233 |
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- | No log | 12.1667 | 292 | 1.3993 | 0.1407 | 1.3993 | 1.1829 |
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- | No log | 12.25 | 294 | 1.6156 | 0.2342 | 1.6156 | 1.2711 |
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- | No log | 12.3333 | 296 | 1.7524 | 0.2252 | 1.7524 | 1.3238 |
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- | No log | 12.4167 | 298 | 1.6664 | 0.2252 | 1.6664 | 1.2909 |
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- | No log | 12.5 | 300 | 1.3986 | 0.2647 | 1.3986 | 1.1826 |
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- | No log | 12.5833 | 302 | 1.1831 | 0.1202 | 1.1831 | 1.0877 |
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- | No log | 12.6667 | 304 | 1.1479 | 0.0741 | 1.1479 | 1.0714 |
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- | No log | 12.75 | 306 | 1.2487 | 0.0833 | 1.2487 | 1.1174 |
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- | No log | 12.8333 | 308 | 1.3998 | 0.2455 | 1.3998 | 1.1831 |
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- | No log | 12.9167 | 310 | 1.5141 | 0.2424 | 1.5141 | 1.2305 |
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- | No log | 13.0 | 312 | 1.4927 | 0.2239 | 1.4927 | 1.2218 |
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- | No log | 13.0833 | 314 | 1.5572 | 0.2239 | 1.5572 | 1.2479 |
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- | No log | 13.1667 | 316 | 1.5060 | 0.2239 | 1.5060 | 1.2272 |
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- | No log | 13.25 | 318 | 1.4150 | 0.2455 | 1.4150 | 1.1895 |
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- | No log | 13.3333 | 320 | 1.4278 | 0.1486 | 1.4278 | 1.1949 |
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- | No log | 13.4167 | 322 | 1.4382 | 0.2126 | 1.4382 | 1.1993 |
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- | No log | 13.5 | 324 | 1.4440 | 0.1486 | 1.4440 | 1.2016 |
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- | No log | 13.5833 | 326 | 1.3920 | 0.2143 | 1.3920 | 1.1798 |
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- | No log | 13.6667 | 328 | 1.3402 | 0.1952 | 1.3402 | 1.1577 |
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- | No log | 13.75 | 330 | 1.3299 | 0.2260 | 1.3299 | 1.1532 |
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- | No log | 13.8333 | 332 | 1.4122 | 0.2292 | 1.4122 | 1.1884 |
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- | No log | 13.9167 | 334 | 1.3706 | 0.2647 | 1.3706 | 1.1707 |
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- | No log | 14.0 | 336 | 1.1907 | 0.3263 | 1.1907 | 1.0912 |
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- | No log | 14.0833 | 338 | 1.1370 | 0.3263 | 1.1370 | 1.0663 |
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- | No log | 14.1667 | 340 | 1.2529 | 0.2752 | 1.2529 | 1.1193 |
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- | No log | 14.25 | 342 | 1.4284 | 0.2391 | 1.4284 | 1.1952 |
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- | No log | 14.3333 | 344 | 1.4380 | 0.2809 | 1.4380 | 1.1992 |
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- | No log | 14.4167 | 346 | 1.3747 | 0.2771 | 1.3747 | 1.1725 |
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- | No log | 14.5 | 348 | 1.3884 | 0.2771 | 1.3884 | 1.1783 |
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- | No log | 14.5833 | 350 | 1.5121 | 0.2482 | 1.5121 | 1.2297 |
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- | No log | 14.6667 | 352 | 1.5260 | 0.2482 | 1.5260 | 1.2353 |
228
- | No log | 14.75 | 354 | 1.4190 | 0.2522 | 1.4190 | 1.1912 |
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- | No log | 14.8333 | 356 | 1.2864 | 0.2065 | 1.2864 | 1.1342 |
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- | No log | 14.9167 | 358 | 1.2167 | 0.1961 | 1.2167 | 1.1030 |
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- | No log | 15.0 | 360 | 1.2646 | 0.1407 | 1.2646 | 1.1245 |
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- | No log | 15.0833 | 362 | 1.3441 | 0.2065 | 1.3441 | 1.1593 |
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- | No log | 15.1667 | 364 | 1.4793 | 0.1943 | 1.4793 | 1.2163 |
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- | No log | 15.25 | 366 | 1.4954 | 0.2126 | 1.4954 | 1.2229 |
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- | No log | 15.3333 | 368 | 1.4158 | 0.1744 | 1.4158 | 1.1899 |
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- | No log | 15.4167 | 370 | 1.3913 | 0.1744 | 1.3913 | 1.1795 |
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- | No log | 15.5 | 372 | 1.3495 | 0.1407 | 1.3495 | 1.1617 |
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- | No log | 15.5833 | 374 | 1.2666 | 0.1052 | 1.2666 | 1.1254 |
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- | No log | 15.6667 | 376 | 1.2344 | 0.1886 | 1.2344 | 1.1110 |
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- | No log | 15.75 | 378 | 1.2595 | 0.2284 | 1.2595 | 1.1223 |
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- | No log | 15.8333 | 380 | 1.4420 | 0.2424 | 1.4420 | 1.2008 |
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- | No log | 15.9167 | 382 | 1.5994 | 0.2752 | 1.5994 | 1.2647 |
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- | No log | 16.0 | 384 | 1.7003 | 0.2752 | 1.7003 | 1.3040 |
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- | No log | 16.0833 | 386 | 1.6865 | 0.2752 | 1.6865 | 1.2987 |
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- | No log | 16.1667 | 388 | 1.5999 | 0.2474 | 1.5999 | 1.2649 |
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- | No log | 16.25 | 390 | 1.4941 | 0.2709 | 1.4941 | 1.2223 |
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- | No log | 16.3333 | 392 | 1.3694 | 0.2982 | 1.3694 | 1.1702 |
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- | No log | 16.4167 | 394 | 1.3065 | 0.2506 | 1.3065 | 1.1430 |
249
- | No log | 16.5 | 396 | 1.2975 | 0.2372 | 1.2975 | 1.1391 |
250
- | No log | 16.5833 | 398 | 1.3214 | 0.2065 | 1.3214 | 1.1495 |
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- | No log | 16.6667 | 400 | 1.3832 | 0.2424 | 1.3832 | 1.1761 |
252
- | No log | 16.75 | 402 | 1.4403 | 0.2709 | 1.4403 | 1.2001 |
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- | No log | 16.8333 | 404 | 1.4207 | 0.2568 | 1.4207 | 1.1919 |
254
- | No log | 16.9167 | 406 | 1.2720 | 0.2292 | 1.2720 | 1.1278 |
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- | No log | 17.0 | 408 | 1.0888 | 0.1952 | 1.0888 | 1.0435 |
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- | No log | 17.0833 | 410 | 0.9642 | 0.1823 | 0.9642 | 0.9819 |
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- | No log | 17.1667 | 412 | 1.0071 | 0.1679 | 1.0071 | 1.0035 |
258
- | No log | 17.25 | 414 | 1.2614 | 0.2611 | 1.2614 | 1.1231 |
259
- | No log | 17.3333 | 416 | 1.5079 | 0.3036 | 1.5079 | 1.2279 |
260
- | No log | 17.4167 | 418 | 1.6083 | 0.2527 | 1.6083 | 1.2682 |
261
- | No log | 17.5 | 420 | 1.5857 | 0.2110 | 1.5857 | 1.2592 |
262
- | No log | 17.5833 | 422 | 1.4138 | 0.2239 | 1.4138 | 1.1890 |
263
- | No log | 17.6667 | 424 | 1.2501 | 0.1142 | 1.2501 | 1.1181 |
264
- | No log | 17.75 | 426 | 1.1589 | 0.1142 | 1.1589 | 1.0765 |
265
- | No log | 17.8333 | 428 | 1.1024 | 0.1202 | 1.1024 | 1.0500 |
266
- | No log | 17.9167 | 430 | 1.1399 | 0.1142 | 1.1399 | 1.0677 |
267
- | No log | 18.0 | 432 | 1.2774 | 0.1814 | 1.2774 | 1.1302 |
268
- | No log | 18.0833 | 434 | 1.4299 | 0.2568 | 1.4299 | 1.1958 |
269
- | No log | 18.1667 | 436 | 1.4251 | 0.2709 | 1.4251 | 1.1938 |
270
- | No log | 18.25 | 438 | 1.4004 | 0.2065 | 1.4004 | 1.1834 |
271
- | No log | 18.3333 | 440 | 1.2551 | 0.1744 | 1.2551 | 1.1203 |
272
- | No log | 18.4167 | 442 | 1.1550 | 0.1142 | 1.1550 | 1.0747 |
273
- | No log | 18.5 | 444 | 1.1882 | 0.1744 | 1.1882 | 1.0901 |
274
- | No log | 18.5833 | 446 | 1.3446 | 0.2372 | 1.3446 | 1.1595 |
275
- | No log | 18.6667 | 448 | 1.5674 | 0.2363 | 1.5674 | 1.2520 |
276
- | No log | 18.75 | 450 | 1.6707 | 0.2527 | 1.6707 | 1.2926 |
277
- | No log | 18.8333 | 452 | 1.6417 | 0.2206 | 1.6417 | 1.2813 |
278
- | No log | 18.9167 | 454 | 1.5472 | 0.2752 | 1.5472 | 1.2439 |
279
- | No log | 19.0 | 456 | 1.3966 | 0.2065 | 1.3966 | 1.1818 |
280
- | No log | 19.0833 | 458 | 1.2406 | 0.0781 | 1.2406 | 1.1138 |
281
- | No log | 19.1667 | 460 | 1.1901 | 0.0401 | 1.1901 | 1.0909 |
282
- | No log | 19.25 | 462 | 1.1728 | 0.0401 | 1.1728 | 1.0830 |
283
- | No log | 19.3333 | 464 | 1.2399 | 0.0401 | 1.2399 | 1.1135 |
284
- | No log | 19.4167 | 466 | 1.3545 | 0.0781 | 1.3545 | 1.1638 |
285
- | No log | 19.5 | 468 | 1.4813 | 0.2372 | 1.4813 | 1.2171 |
286
- | No log | 19.5833 | 470 | 1.5030 | 0.2906 | 1.5030 | 1.2260 |
287
- | No log | 19.6667 | 472 | 1.4486 | 0.2062 | 1.4486 | 1.2036 |
288
- | No log | 19.75 | 474 | 1.2746 | 0.1744 | 1.2746 | 1.1290 |
289
- | No log | 19.8333 | 476 | 1.1760 | 0.0781 | 1.1760 | 1.0844 |
290
- | No log | 19.9167 | 478 | 1.1182 | 0.0587 | 1.1182 | 1.0575 |
291
- | No log | 20.0 | 480 | 1.0792 | 0.0587 | 1.0792 | 1.0389 |
292
- | No log | 20.0833 | 482 | 1.0836 | 0.0587 | 1.0836 | 1.0410 |
293
- | No log | 20.1667 | 484 | 1.1749 | 0.0781 | 1.1749 | 1.0839 |
294
- | No log | 20.25 | 486 | 1.3611 | 0.1744 | 1.3611 | 1.1667 |
295
- | No log | 20.3333 | 488 | 1.5175 | 0.2522 | 1.5175 | 1.2319 |
296
- | No log | 20.4167 | 490 | 1.5633 | 0.2832 | 1.5633 | 1.2503 |
297
- | No log | 20.5 | 492 | 1.5237 | 0.2793 | 1.5237 | 1.2344 |
298
- | No log | 20.5833 | 494 | 1.4264 | 0.2665 | 1.4264 | 1.1943 |
299
- | No log | 20.6667 | 496 | 1.3930 | 0.2065 | 1.3930 | 1.1803 |
300
- | No log | 20.75 | 498 | 1.4677 | 0.2665 | 1.4677 | 1.2115 |
301
- | 0.2662 | 20.8333 | 500 | 1.5292 | 0.2522 | 1.5292 | 1.2366 |
302
- | 0.2662 | 20.9167 | 502 | 1.4935 | 0.1744 | 1.4935 | 1.2221 |
303
- | 0.2662 | 21.0 | 504 | 1.3924 | 0.1744 | 1.3924 | 1.1800 |
304
- | 0.2662 | 21.0833 | 506 | 1.3044 | 0.1744 | 1.3044 | 1.1421 |
305
- | 0.2662 | 21.1667 | 508 | 1.2643 | 0.1744 | 1.2643 | 1.1244 |
306
- | 0.2662 | 21.25 | 510 | 1.3028 | 0.1744 | 1.3028 | 1.1414 |
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k9_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k9_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.2265
19
+ - Qwk: 0.0160
20
+ - Mse: 1.2265
21
+ - Rmse: 1.1075
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0909 | 2 | 4.2022 | 0.0054 | 4.2022 | 2.0499 |
53
+ | No log | 0.1818 | 4 | 2.0665 | 0.0271 | 2.0665 | 1.4375 |
54
+ | No log | 0.2727 | 6 | 1.3293 | 0.0938 | 1.3293 | 1.1529 |
55
+ | No log | 0.3636 | 8 | 1.2055 | 0.1333 | 1.2055 | 1.0979 |
56
+ | No log | 0.4545 | 10 | 1.1096 | 0.1476 | 1.1096 | 1.0534 |
57
+ | No log | 0.5455 | 12 | 1.1230 | 0.2615 | 1.1230 | 1.0597 |
58
+ | No log | 0.6364 | 14 | 1.9505 | 0.0633 | 1.9505 | 1.3966 |
59
+ | No log | 0.7273 | 16 | 1.9299 | 0.0916 | 1.9299 | 1.3892 |
60
+ | No log | 0.8182 | 18 | 1.4919 | 0.0 | 1.4919 | 1.2214 |
61
+ | No log | 0.9091 | 20 | 1.1093 | 0.0999 | 1.1093 | 1.0532 |
62
+ | No log | 1.0 | 22 | 1.0201 | 0.3902 | 1.0201 | 1.0100 |
63
+ | No log | 1.0909 | 24 | 1.0723 | 0.0762 | 1.0723 | 1.0355 |
64
+ | No log | 1.1818 | 26 | 1.0957 | 0.0888 | 1.0957 | 1.0468 |
65
+ | No log | 1.2727 | 28 | 1.0425 | 0.1233 | 1.0425 | 1.0210 |
66
+ | No log | 1.3636 | 30 | 0.9925 | 0.2467 | 0.9925 | 0.9962 |
67
+ | No log | 1.4545 | 32 | 0.9567 | 0.2566 | 0.9567 | 0.9781 |
68
+ | No log | 1.5455 | 34 | 0.9841 | 0.2416 | 0.9841 | 0.9920 |
69
+ | No log | 1.6364 | 36 | 1.1296 | 0.1071 | 1.1296 | 1.0628 |
70
+ | No log | 1.7273 | 38 | 1.1629 | 0.0917 | 1.1629 | 1.0784 |
71
+ | No log | 1.8182 | 40 | 1.0763 | 0.1755 | 1.0763 | 1.0374 |
72
+ | No log | 1.9091 | 42 | 1.1371 | 0.1447 | 1.1371 | 1.0663 |
73
+ | No log | 2.0 | 44 | 1.2074 | 0.2298 | 1.2074 | 1.0988 |
74
+ | No log | 2.0909 | 46 | 1.0949 | 0.2770 | 1.0949 | 1.0464 |
75
+ | No log | 2.1818 | 48 | 1.1886 | 0.2263 | 1.1886 | 1.0902 |
76
+ | No log | 2.2727 | 50 | 1.4425 | 0.1568 | 1.4425 | 1.2010 |
77
+ | No log | 2.3636 | 52 | 1.4336 | 0.1442 | 1.4336 | 1.1973 |
78
+ | No log | 2.4545 | 54 | 1.4913 | 0.1452 | 1.4913 | 1.2212 |
79
+ | No log | 2.5455 | 56 | 1.2295 | 0.1649 | 1.2295 | 1.1088 |
80
+ | No log | 2.6364 | 58 | 1.0343 | 0.2594 | 1.0343 | 1.0170 |
81
+ | No log | 2.7273 | 60 | 0.9892 | 0.3048 | 0.9892 | 0.9946 |
82
+ | No log | 2.8182 | 62 | 1.1373 | 0.2748 | 1.1373 | 1.0664 |
83
+ | No log | 2.9091 | 64 | 1.3179 | 0.2359 | 1.3179 | 1.1480 |
84
+ | No log | 3.0 | 66 | 1.4430 | 0.1686 | 1.4430 | 1.2013 |
85
+ | No log | 3.0909 | 68 | 1.3145 | 0.1303 | 1.3145 | 1.1465 |
86
+ | No log | 3.1818 | 70 | 1.0966 | 0.1927 | 1.0966 | 1.0472 |
87
+ | No log | 3.2727 | 72 | 1.0909 | 0.1927 | 1.0909 | 1.0444 |
88
+ | No log | 3.3636 | 74 | 1.2845 | 0.2424 | 1.2845 | 1.1334 |
89
+ | No log | 3.4545 | 76 | 1.3880 | 0.1595 | 1.3880 | 1.1781 |
90
+ | No log | 3.5455 | 78 | 1.2390 | 0.1417 | 1.2390 | 1.1131 |
91
+ | No log | 3.6364 | 80 | 1.0832 | 0.1873 | 1.0832 | 1.0408 |
92
+ | No log | 3.7273 | 82 | 1.0287 | 0.1530 | 1.0287 | 1.0143 |
93
+ | No log | 3.8182 | 84 | 1.0234 | 0.1530 | 1.0234 | 1.0116 |
94
+ | No log | 3.9091 | 86 | 1.1309 | 0.1351 | 1.1309 | 1.0634 |
95
+ | No log | 4.0 | 88 | 1.3056 | 0.1697 | 1.3056 | 1.1426 |
96
+ | No log | 4.0909 | 90 | 1.4454 | 0.1703 | 1.4454 | 1.2023 |
97
+ | No log | 4.1818 | 92 | 1.3303 | 0.1838 | 1.3303 | 1.1534 |
98
+ | No log | 4.2727 | 94 | 1.0885 | 0.1139 | 1.0885 | 1.0433 |
99
+ | No log | 4.3636 | 96 | 1.0062 | 0.2287 | 1.0062 | 1.0031 |
100
+ | No log | 4.4545 | 98 | 1.0261 | 0.1653 | 1.0261 | 1.0130 |
101
+ | No log | 4.5455 | 100 | 1.1551 | 0.0833 | 1.1551 | 1.0748 |
102
+ | No log | 4.6364 | 102 | 1.3525 | 0.1486 | 1.3525 | 1.1630 |
103
+ | No log | 4.7273 | 104 | 1.4430 | 0.1814 | 1.4430 | 1.2013 |
104
+ | No log | 4.8182 | 106 | 1.3542 | 0.0878 | 1.3542 | 1.1637 |
105
+ | No log | 4.9091 | 108 | 1.1570 | 0.0781 | 1.1570 | 1.0756 |
106
+ | No log | 5.0 | 110 | 1.0347 | 0.1570 | 1.0347 | 1.0172 |
107
+ | No log | 5.0909 | 112 | 1.0199 | 0.1918 | 1.0199 | 1.0099 |
108
+ | No log | 5.1818 | 114 | 1.0804 | 0.2105 | 1.0804 | 1.0394 |
109
+ | No log | 5.2727 | 116 | 1.2582 | 0.2455 | 1.2582 | 1.1217 |
110
+ | No log | 5.3636 | 118 | 1.4537 | 0.2004 | 1.4537 | 1.2057 |
111
+ | No log | 5.4545 | 120 | 1.4671 | 0.1832 | 1.4671 | 1.2112 |
112
+ | No log | 5.5455 | 122 | 1.4709 | 0.1892 | 1.4709 | 1.2128 |
113
+ | No log | 5.6364 | 124 | 1.4482 | 0.1832 | 1.4482 | 1.2034 |
114
+ | No log | 5.7273 | 126 | 1.2916 | 0.2065 | 1.2916 | 1.1365 |
115
+ | No log | 5.8182 | 128 | 1.1314 | 0.1351 | 1.1314 | 1.0637 |
116
+ | No log | 5.9091 | 130 | 1.0760 | 0.1770 | 1.0760 | 1.0373 |
117
+ | No log | 6.0 | 132 | 1.0686 | 0.1351 | 1.0686 | 1.0337 |
118
+ | No log | 6.0909 | 134 | 1.1189 | 0.1697 | 1.1189 | 1.0578 |
119
+ | No log | 6.1818 | 136 | 1.3057 | 0.1278 | 1.3057 | 1.1427 |
120
+ | No log | 6.2727 | 138 | 1.4283 | 0.2191 | 1.4283 | 1.1951 |
121
+ | No log | 6.3636 | 140 | 1.5241 | 0.2339 | 1.5241 | 1.2345 |
122
+ | No log | 6.4545 | 142 | 1.5369 | 0.1140 | 1.5369 | 1.2397 |
123
+ | No log | 6.5455 | 144 | 1.5338 | 0.1058 | 1.5338 | 1.2385 |
124
+ | No log | 6.6364 | 146 | 1.4418 | 0.1362 | 1.4418 | 1.2008 |
125
+ | No log | 6.7273 | 148 | 1.3373 | 0.0841 | 1.3373 | 1.1564 |
126
+ | No log | 6.8182 | 150 | 1.2823 | 0.0961 | 1.2823 | 1.1324 |
127
+ | No log | 6.9091 | 152 | 1.1461 | 0.1110 | 1.1461 | 1.0706 |
128
+ | No log | 7.0 | 154 | 1.0071 | 0.2559 | 1.0071 | 1.0036 |
129
+ | No log | 7.0909 | 156 | 0.9915 | 0.2287 | 0.9915 | 0.9957 |
130
+ | No log | 7.1818 | 158 | 1.0688 | 0.2062 | 1.0688 | 1.0338 |
131
+ | No log | 7.2727 | 160 | 1.2108 | 0.1880 | 1.2108 | 1.1004 |
132
+ | No log | 7.3636 | 162 | 1.2636 | 0.1880 | 1.2636 | 1.1241 |
133
+ | No log | 7.4545 | 164 | 1.3161 | 0.2187 | 1.3161 | 1.1472 |
134
+ | No log | 7.5455 | 166 | 1.3722 | 0.2062 | 1.3722 | 1.1714 |
135
+ | No log | 7.6364 | 168 | 1.3524 | 0.2187 | 1.3524 | 1.1629 |
136
+ | No log | 7.7273 | 170 | 1.4121 | 0.2342 | 1.4121 | 1.1883 |
137
+ | No log | 7.8182 | 172 | 1.5019 | 0.2239 | 1.5019 | 1.2255 |
138
+ | No log | 7.9091 | 174 | 1.4605 | 0.2372 | 1.4605 | 1.2085 |
139
+ | No log | 8.0 | 176 | 1.3250 | 0.1744 | 1.3250 | 1.1511 |
140
+ | No log | 8.0909 | 178 | 1.2179 | 0.0931 | 1.2179 | 1.1036 |
141
+ | No log | 8.1818 | 180 | 1.1655 | 0.1351 | 1.1655 | 1.0796 |
142
+ | No log | 8.2727 | 182 | 1.1612 | 0.0987 | 1.1612 | 1.0776 |
143
+ | No log | 8.3636 | 184 | 1.1961 | 0.0 | 1.1961 | 1.0937 |
144
+ | No log | 8.4545 | 186 | 1.2071 | 0.0 | 1.2071 | 1.0987 |
145
+ | No log | 8.5455 | 188 | 1.2408 | 0.0781 | 1.2408 | 1.1139 |
146
+ | No log | 8.6364 | 190 | 1.3286 | 0.1744 | 1.3286 | 1.1527 |
147
+ | No log | 8.7273 | 192 | 1.3824 | 0.2260 | 1.3824 | 1.1758 |
148
+ | No log | 8.8182 | 194 | 1.4647 | 0.2431 | 1.4647 | 1.2103 |
149
+ | No log | 8.9091 | 196 | 1.5333 | 0.2717 | 1.5333 | 1.2383 |
150
+ | No log | 9.0 | 198 | 1.5734 | 0.2974 | 1.5734 | 1.2544 |
151
+ | No log | 9.0909 | 200 | 1.5084 | 0.1950 | 1.5084 | 1.2282 |
152
+ | No log | 9.1818 | 202 | 1.3673 | 0.1703 | 1.3673 | 1.1693 |
153
+ | No log | 9.2727 | 204 | 1.2438 | 0.1288 | 1.2438 | 1.1152 |
154
+ | No log | 9.3636 | 206 | 1.2619 | 0.1288 | 1.2619 | 1.1234 |
155
+ | No log | 9.4545 | 208 | 1.3735 | 0.1744 | 1.3735 | 1.1720 |
156
+ | No log | 9.5455 | 210 | 1.4397 | 0.1814 | 1.4397 | 1.1999 |
157
+ | No log | 9.6364 | 212 | 1.4793 | 0.2004 | 1.4793 | 1.2163 |
158
+ | No log | 9.7273 | 214 | 1.5000 | 0.2291 | 1.5000 | 1.2247 |
159
+ | No log | 9.8182 | 216 | 1.5650 | 0.2291 | 1.5650 | 1.2510 |
160
+ | No log | 9.9091 | 218 | 1.5039 | 0.1952 | 1.5039 | 1.2263 |
161
+ | No log | 10.0 | 220 | 1.4530 | 0.1288 | 1.4530 | 1.2054 |
162
+ | No log | 10.0909 | 222 | 1.4578 | 0.1288 | 1.4578 | 1.2074 |
163
+ | No log | 10.1818 | 224 | 1.4752 | 0.1288 | 1.4752 | 1.2146 |
164
+ | No log | 10.2727 | 226 | 1.4386 | 0.1288 | 1.4386 | 1.1994 |
165
+ | No log | 10.3636 | 228 | 1.3779 | 0.1288 | 1.3779 | 1.1738 |
166
+ | No log | 10.4545 | 230 | 1.2338 | 0.1351 | 1.2338 | 1.1108 |
167
+ | No log | 10.5455 | 232 | 1.0748 | 0.1046 | 1.0748 | 1.0367 |
168
+ | No log | 10.6364 | 234 | 1.0558 | 0.1417 | 1.0558 | 1.0275 |
169
+ | No log | 10.7273 | 236 | 1.1200 | 0.2105 | 1.1200 | 1.0583 |
170
+ | No log | 10.8182 | 238 | 1.1277 | 0.2105 | 1.1277 | 1.0619 |
171
+ | No log | 10.9091 | 240 | 1.1988 | 0.1288 | 1.1988 | 1.0949 |
172
+ | No log | 11.0 | 242 | 1.2822 | 0.1886 | 1.2822 | 1.1323 |
173
+ | No log | 11.0909 | 244 | 1.3224 | 0.1886 | 1.3224 | 1.1500 |
174
+ | No log | 11.1818 | 246 | 1.3012 | 0.0931 | 1.3012 | 1.1407 |
175
+ | No log | 11.2727 | 248 | 1.3157 | 0.0781 | 1.3157 | 1.1470 |
176
+ | No log | 11.3636 | 250 | 1.2958 | 0.0931 | 1.2958 | 1.1383 |
177
+ | No log | 11.4545 | 252 | 1.3152 | 0.1288 | 1.3152 | 1.1468 |
178
+ | No log | 11.5455 | 254 | 1.3662 | 0.1288 | 1.3662 | 1.1688 |
179
+ | No log | 11.6364 | 256 | 1.4224 | 0.2417 | 1.4224 | 1.1927 |
180
+ | No log | 11.7273 | 258 | 1.4333 | 0.2555 | 1.4333 | 1.1972 |
181
+ | No log | 11.8182 | 260 | 1.3728 | 0.1835 | 1.3728 | 1.1717 |
182
+ | No log | 11.9091 | 262 | 1.4142 | 0.1634 | 1.4142 | 1.1892 |
183
+ | No log | 12.0 | 264 | 1.5633 | 0.2342 | 1.5633 | 1.2503 |
184
+ | No log | 12.0909 | 266 | 1.5963 | 0.2004 | 1.5963 | 1.2634 |
185
+ | No log | 12.1818 | 268 | 1.4799 | 0.1228 | 1.4799 | 1.2165 |
186
+ | No log | 12.2727 | 270 | 1.2865 | 0.0781 | 1.2865 | 1.1342 |
187
+ | No log | 12.3636 | 272 | 1.1117 | 0.0762 | 1.1117 | 1.0544 |
188
+ | No log | 12.4545 | 274 | 1.0784 | 0.0510 | 1.0784 | 1.0385 |
189
+ | No log | 12.5455 | 276 | 1.1102 | 0.0762 | 1.1102 | 1.0536 |
190
+ | No log | 12.6364 | 278 | 1.1980 | 0.0781 | 1.1980 | 1.0945 |
191
+ | No log | 12.7273 | 280 | 1.2909 | 0.1142 | 1.2909 | 1.1362 |
192
+ | No log | 12.8182 | 282 | 1.3786 | 0.1142 | 1.3786 | 1.1741 |
193
+ | No log | 12.9091 | 284 | 1.3923 | 0.1288 | 1.3923 | 1.1800 |
194
+ | No log | 13.0 | 286 | 1.4262 | 0.1288 | 1.4262 | 1.1942 |
195
+ | No log | 13.0909 | 288 | 1.4412 | 0.0931 | 1.4412 | 1.2005 |
196
+ | No log | 13.1818 | 290 | 1.4757 | 0.0401 | 1.4757 | 1.2148 |
197
+ | No log | 13.2727 | 292 | 1.5103 | 0.1744 | 1.5103 | 1.2290 |
198
+ | No log | 13.3636 | 294 | 1.5063 | 0.1744 | 1.5063 | 1.2273 |
199
+ | No log | 13.4545 | 296 | 1.4669 | 0.1142 | 1.4669 | 1.2112 |
200
+ | No log | 13.5455 | 298 | 1.4286 | 0.1142 | 1.4286 | 1.1952 |
201
+ | No log | 13.6364 | 300 | 1.4179 | 0.1228 | 1.4179 | 1.1908 |
202
+ | No log | 13.7273 | 302 | 1.3432 | 0.1228 | 1.3432 | 1.1590 |
203
+ | No log | 13.8182 | 304 | 1.2967 | 0.1142 | 1.2967 | 1.1387 |
204
+ | No log | 13.9091 | 306 | 1.2463 | 0.1142 | 1.2463 | 1.1164 |
205
+ | No log | 14.0 | 308 | 1.2507 | 0.1142 | 1.2507 | 1.1183 |
206
+ | No log | 14.0909 | 310 | 1.2852 | 0.0781 | 1.2852 | 1.1337 |
207
+ | No log | 14.1818 | 312 | 1.3065 | 0.0781 | 1.3065 | 1.1430 |
208
+ | No log | 14.2727 | 314 | 1.3812 | 0.1142 | 1.3812 | 1.1752 |
209
+ | No log | 14.3636 | 316 | 1.3962 | 0.1142 | 1.3962 | 1.1816 |
210
+ | No log | 14.4545 | 318 | 1.4031 | 0.1142 | 1.4031 | 1.1845 |
211
+ | No log | 14.5455 | 320 | 1.3441 | 0.1142 | 1.3441 | 1.1593 |
212
+ | No log | 14.6364 | 322 | 1.2618 | 0.1434 | 1.2618 | 1.1233 |
213
+ | No log | 14.7273 | 324 | 1.2689 | 0.1434 | 1.2689 | 1.1265 |
214
+ | No log | 14.8182 | 326 | 1.3503 | 0.1628 | 1.3503 | 1.1620 |
215
+ | No log | 14.9091 | 328 | 1.4025 | 0.2126 | 1.4025 | 1.1843 |
216
+ | No log | 15.0 | 330 | 1.3794 | 0.1486 | 1.3794 | 1.1745 |
217
+ | No log | 15.0909 | 332 | 1.3727 | 0.1142 | 1.3727 | 1.1716 |
218
+ | No log | 15.1818 | 334 | 1.3821 | 0.2065 | 1.3821 | 1.1756 |
219
+ | No log | 15.2727 | 336 | 1.3869 | 0.2126 | 1.3869 | 1.1777 |
220
+ | No log | 15.3636 | 338 | 1.3196 | 0.1142 | 1.3196 | 1.1488 |
221
+ | No log | 15.4545 | 340 | 1.2683 | 0.1370 | 1.2683 | 1.1262 |
222
+ | No log | 15.5455 | 342 | 1.2557 | 0.1370 | 1.2557 | 1.1206 |
223
+ | No log | 15.6364 | 344 | 1.3246 | 0.1562 | 1.3246 | 1.1509 |
224
+ | No log | 15.7273 | 346 | 1.4144 | 0.2752 | 1.4144 | 1.1893 |
225
+ | No log | 15.8182 | 348 | 1.3733 | 0.1562 | 1.3733 | 1.1719 |
226
+ | No log | 15.9091 | 350 | 1.3031 | 0.1370 | 1.3031 | 1.1415 |
227
+ | No log | 16.0 | 352 | 1.2529 | 0.1434 | 1.2529 | 1.1193 |
228
+ | No log | 16.0909 | 354 | 1.1884 | 0.1081 | 1.1884 | 1.0902 |
229
+ | No log | 16.1818 | 356 | 1.1020 | 0.1500 | 1.1020 | 1.0498 |
230
+ | No log | 16.2727 | 358 | 1.0988 | 0.1141 | 1.0988 | 1.0483 |
231
+ | No log | 16.3636 | 360 | 1.1981 | 0.1434 | 1.1981 | 1.0946 |
232
+ | No log | 16.4545 | 362 | 1.2920 | 0.1628 | 1.2920 | 1.1366 |
233
+ | No log | 16.5455 | 364 | 1.4044 | 0.2752 | 1.4044 | 1.1851 |
234
+ | No log | 16.6364 | 366 | 1.4592 | 0.2793 | 1.4592 | 1.2080 |
235
+ | No log | 16.7273 | 368 | 1.3408 | 0.3071 | 1.3408 | 1.1579 |
236
+ | No log | 16.8182 | 370 | 1.1374 | 0.2250 | 1.1374 | 1.0665 |
237
+ | No log | 16.9091 | 372 | 1.0478 | 0.2238 | 1.0478 | 1.0236 |
238
+ | No log | 17.0 | 374 | 1.0862 | 0.1500 | 1.0862 | 1.0422 |
239
+ | No log | 17.0909 | 376 | 1.2102 | 0.1370 | 1.2102 | 1.1001 |
240
+ | No log | 17.1818 | 378 | 1.2940 | 0.1700 | 1.2940 | 1.1375 |
241
+ | No log | 17.2727 | 380 | 1.2698 | 0.1700 | 1.2698 | 1.1268 |
242
+ | No log | 17.3636 | 382 | 1.2524 | 0.1700 | 1.2524 | 1.1191 |
243
+ | No log | 17.4545 | 384 | 1.1944 | 0.1904 | 1.1944 | 1.0929 |
244
+ | No log | 17.5455 | 386 | 1.0035 | 0.3330 | 1.0035 | 1.0018 |
245
+ | No log | 17.6364 | 388 | 0.9324 | 0.3434 | 0.9324 | 0.9656 |
246
+ | No log | 17.7273 | 390 | 0.9599 | 0.3434 | 0.9599 | 0.9797 |
247
+ | No log | 17.8182 | 392 | 1.0952 | 0.1474 | 1.0952 | 1.0465 |
248
+ | No log | 17.9091 | 394 | 1.3176 | 0.2602 | 1.3176 | 1.1479 |
249
+ | No log | 18.0 | 396 | 1.3901 | 0.2474 | 1.3901 | 1.1790 |
250
+ | No log | 18.0909 | 398 | 1.3315 | 0.1562 | 1.3315 | 1.1539 |
251
+ | No log | 18.1818 | 400 | 1.2666 | 0.1434 | 1.2666 | 1.1254 |
252
+ | No log | 18.2727 | 402 | 1.2244 | 0.1081 | 1.2244 | 1.1065 |
253
+ | No log | 18.3636 | 404 | 1.2402 | 0.1081 | 1.2402 | 1.1136 |
254
+ | No log | 18.4545 | 406 | 1.3194 | 0.1434 | 1.3194 | 1.1486 |
255
+ | No log | 18.5455 | 408 | 1.3808 | 0.1486 | 1.3808 | 1.1751 |
256
+ | No log | 18.6364 | 410 | 1.3489 | 0.1486 | 1.3489 | 1.1614 |
257
+ | No log | 18.7273 | 412 | 1.3164 | 0.1486 | 1.3164 | 1.1474 |
258
+ | No log | 18.8182 | 414 | 1.2595 | 0.1142 | 1.2595 | 1.1223 |
259
+ | No log | 18.9091 | 416 | 1.1916 | 0.0401 | 1.1916 | 1.0916 |
260
+ | No log | 19.0 | 418 | 1.1393 | 0.0710 | 1.1393 | 1.0674 |
261
+ | No log | 19.0909 | 420 | 1.0742 | 0.0310 | 1.0742 | 1.0364 |
262
+ | No log | 19.1818 | 422 | 1.0604 | 0.0310 | 1.0604 | 1.0298 |
263
+ | No log | 19.2727 | 424 | 1.1148 | 0.1434 | 1.1148 | 1.0559 |
264
+ | No log | 19.3636 | 426 | 1.1724 | 0.1770 | 1.1724 | 1.0828 |
265
+ | No log | 19.4545 | 428 | 1.2076 | 0.1770 | 1.2076 | 1.0989 |
266
+ | No log | 19.5455 | 430 | 1.2838 | 0.1628 | 1.2838 | 1.1330 |
267
+ | No log | 19.6364 | 432 | 1.3413 | 0.1486 | 1.3413 | 1.1582 |
268
+ | No log | 19.7273 | 434 | 1.3423 | 0.1628 | 1.3423 | 1.1586 |
269
+ | No log | 19.8182 | 436 | 1.3199 | 0.1700 | 1.3199 | 1.1489 |
270
+ | No log | 19.9091 | 438 | 1.3626 | 0.1700 | 1.3626 | 1.1673 |
271
+ | No log | 20.0 | 440 | 1.4374 | 0.1562 | 1.4374 | 1.1989 |
272
+ | No log | 20.0909 | 442 | 1.4946 | 0.1562 | 1.4946 | 1.2225 |
273
+ | No log | 20.1818 | 444 | 1.4635 | 0.1562 | 1.4635 | 1.2098 |
274
+ | No log | 20.2727 | 446 | 1.3705 | 0.0781 | 1.3705 | 1.1707 |
275
+ | No log | 20.3636 | 448 | 1.2332 | 0.0556 | 1.2332 | 1.1105 |
276
+ | No log | 20.4545 | 450 | 1.1586 | 0.0710 | 1.1586 | 1.0764 |
277
+ | No log | 20.5455 | 452 | 1.0928 | 0.0310 | 1.0928 | 1.0454 |
278
+ | No log | 20.6364 | 454 | 1.1155 | 0.0310 | 1.1155 | 1.0562 |
279
+ | No log | 20.7273 | 456 | 1.1970 | 0.1838 | 1.1970 | 1.0941 |
280
+ | No log | 20.8182 | 458 | 1.3181 | 0.1634 | 1.3181 | 1.1481 |
281
+ | No log | 20.9091 | 460 | 1.3799 | 0.1634 | 1.3799 | 1.1747 |
282
+ | No log | 21.0 | 462 | 1.3780 | 0.1562 | 1.3780 | 1.1739 |
283
+ | No log | 21.0909 | 464 | 1.3672 | 0.0401 | 1.3672 | 1.1693 |
284
+ | No log | 21.1818 | 466 | 1.3780 | 0.0401 | 1.3780 | 1.1739 |
285
+ | No log | 21.2727 | 468 | 1.3411 | 0.0401 | 1.3411 | 1.1581 |
286
+ | No log | 21.3636 | 470 | 1.2844 | 0.0710 | 1.2844 | 1.1333 |
287
+ | No log | 21.4545 | 472 | 1.2349 | 0.0710 | 1.2349 | 1.1113 |
288
+ | No log | 21.5455 | 474 | 1.2766 | 0.0556 | 1.2766 | 1.1299 |
289
+ | No log | 21.6364 | 476 | 1.3290 | 0.0401 | 1.3290 | 1.1528 |
290
+ | No log | 21.7273 | 478 | 1.3868 | 0.0781 | 1.3868 | 1.1776 |
291
+ | No log | 21.8182 | 480 | 1.3982 | 0.1142 | 1.3982 | 1.1824 |
292
+ | No log | 21.9091 | 482 | 1.3751 | 0.1288 | 1.3751 | 1.1726 |
293
+ | No log | 22.0 | 484 | 1.3367 | 0.0931 | 1.3367 | 1.1562 |
294
+ | No log | 22.0909 | 486 | 1.2657 | 0.1288 | 1.2657 | 1.1250 |
295
+ | No log | 22.1818 | 488 | 1.1627 | 0.0710 | 1.1627 | 1.0783 |
296
+ | No log | 22.2727 | 490 | 1.1242 | 0.0691 | 1.1242 | 1.0603 |
297
+ | No log | 22.3636 | 492 | 1.1286 | 0.1288 | 1.1286 | 1.0624 |
298
+ | No log | 22.4545 | 494 | 1.0862 | 0.1081 | 1.0862 | 1.0422 |
299
+ | No log | 22.5455 | 496 | 1.0564 | 0.1053 | 1.0564 | 1.0278 |
300
+ | No log | 22.6364 | 498 | 1.0570 | 0.1053 | 1.0570 | 1.0281 |
301
+ | 0.2565 | 22.7273 | 500 | 1.1156 | 0.1434 | 1.1156 | 1.0562 |
302
+ | 0.2565 | 22.8182 | 502 | 1.1621 | 0.2027 | 1.1621 | 1.0780 |
303
+ | 0.2565 | 22.9091 | 504 | 1.2185 | 0.2341 | 1.2185 | 1.1038 |
304
+ | 0.2565 | 23.0 | 506 | 1.2716 | 0.2395 | 1.2716 | 1.1276 |
305
+ | 0.2565 | 23.0909 | 508 | 1.2926 | 0.2260 | 1.2926 | 1.1369 |
306
+ | 0.2565 | 23.1818 | 510 | 1.3479 | 0.2065 | 1.3479 | 1.1610 |
307
+ | 0.2565 | 23.2727 | 512 | 1.3426 | 0.1142 | 1.3426 | 1.1587 |
308
+ | 0.2565 | 23.3636 | 514 | 1.3514 | 0.1142 | 1.3514 | 1.1625 |
309
+ | 0.2565 | 23.4545 | 516 | 1.3244 | 0.1142 | 1.3244 | 1.1508 |
310
+ | 0.2565 | 23.5455 | 518 | 1.2670 | 0.0 | 1.2670 | 1.1256 |
311
+ | 0.2565 | 23.6364 | 520 | 1.2265 | 0.0160 | 1.2265 | 1.1075 |
312
 
313
 
314
  ### Framework versions
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