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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_task7_organization

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@@ -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_run2_AugV5_k12_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.1268
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- - Qwk: 0.2059
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- - Mse: 1.1268
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- - Rmse: 1.0615
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  ## Model description
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@@ -49,365 +49,281 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0690 | 2 | 2.5453 | -0.0702 | 2.5453 | 1.5954 |
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- | No log | 0.1379 | 4 | 1.4224 | 0.0698 | 1.4224 | 1.1926 |
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- | No log | 0.2069 | 6 | 1.3452 | -0.2040 | 1.3452 | 1.1598 |
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- | No log | 0.2759 | 8 | 1.0964 | -0.1887 | 1.0964 | 1.0471 |
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- | No log | 0.3448 | 10 | 0.9759 | -0.0475 | 0.9759 | 0.9879 |
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- | No log | 0.4138 | 12 | 0.8375 | 0.0410 | 0.8375 | 0.9151 |
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- | No log | 0.4828 | 14 | 0.7690 | 0.0410 | 0.7690 | 0.8769 |
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- | No log | 0.5517 | 16 | 0.7869 | 0.0410 | 0.7869 | 0.8871 |
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- | No log | 0.6207 | 18 | 0.8093 | 0.0410 | 0.8093 | 0.8996 |
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- | No log | 0.6897 | 20 | 0.7982 | 0.0444 | 0.7982 | 0.8934 |
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- | No log | 0.7586 | 22 | 0.7896 | 0.0410 | 0.7896 | 0.8886 |
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- | No log | 0.8276 | 24 | 0.9492 | 0.0520 | 0.9492 | 0.9743 |
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- | No log | 0.8966 | 26 | 1.4011 | -0.1847 | 1.4011 | 1.1837 |
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- | No log | 0.9655 | 28 | 1.4887 | -0.3187 | 1.4887 | 1.2201 |
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- | No log | 1.0345 | 30 | 1.3264 | -0.2966 | 1.3264 | 1.1517 |
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- | No log | 1.1034 | 32 | 1.1235 | -0.1224 | 1.1235 | 1.0599 |
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- | No log | 1.1724 | 34 | 0.9535 | -0.0444 | 0.9535 | 0.9765 |
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- | No log | 1.2414 | 36 | 0.8409 | 0.0 | 0.8409 | 0.9170 |
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- | No log | 1.3103 | 38 | 0.7680 | 0.0 | 0.7680 | 0.8764 |
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- | No log | 1.3793 | 40 | 0.7320 | 0.0840 | 0.7320 | 0.8556 |
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- | No log | 1.4483 | 42 | 0.7055 | 0.2046 | 0.7055 | 0.8400 |
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- | No log | 1.5172 | 44 | 0.7217 | 0.2471 | 0.7217 | 0.8495 |
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- | No log | 1.5862 | 46 | 0.8735 | 0.3042 | 0.8735 | 0.9346 |
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- | No log | 1.6552 | 48 | 0.9523 | 0.2651 | 0.9523 | 0.9759 |
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- | No log | 1.7241 | 50 | 0.9411 | 0.2651 | 0.9411 | 0.9701 |
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- | No log | 1.7931 | 52 | 0.7864 | 0.3894 | 0.7864 | 0.8868 |
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- | No log | 1.8621 | 54 | 0.6670 | 0.1660 | 0.6670 | 0.8167 |
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- | No log | 1.9310 | 56 | 0.7295 | 0.1700 | 0.7295 | 0.8541 |
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- | No log | 2.0 | 58 | 0.7406 | 0.2736 | 0.7406 | 0.8606 |
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- | No log | 2.0690 | 60 | 0.7391 | 0.2736 | 0.7391 | 0.8597 |
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- | No log | 2.1379 | 62 | 0.7837 | 0.2736 | 0.7837 | 0.8853 |
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- | No log | 2.2069 | 64 | 0.7412 | 0.1304 | 0.7412 | 0.8609 |
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- | No log | 2.2759 | 66 | 0.6872 | 0.1136 | 0.6872 | 0.8290 |
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- | No log | 2.3448 | 68 | 0.6557 | 0.2621 | 0.6557 | 0.8098 |
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- | No log | 2.4138 | 70 | 0.7477 | 0.4470 | 0.7477 | 0.8647 |
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- | No log | 2.4828 | 72 | 0.6980 | 0.3372 | 0.6980 | 0.8355 |
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- | No log | 2.5517 | 74 | 0.6719 | 0.3020 | 0.6719 | 0.8197 |
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- | No log | 2.6207 | 76 | 0.8024 | 0.3562 | 0.8024 | 0.8958 |
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- | No log | 2.6897 | 78 | 0.9731 | 0.3538 | 0.9731 | 0.9864 |
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- | No log | 2.7586 | 80 | 1.0102 | 0.2756 | 1.0102 | 1.0051 |
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- | No log | 2.8276 | 82 | 0.9947 | 0.3082 | 0.9947 | 0.9974 |
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- | No log | 2.8966 | 84 | 1.2863 | 0.1919 | 1.2863 | 1.1342 |
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- | No log | 2.9655 | 86 | 1.2776 | 0.2417 | 1.2776 | 1.1303 |
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- | No log | 3.0345 | 88 | 1.0469 | 0.2252 | 1.0469 | 1.0232 |
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- | No log | 3.1034 | 90 | 0.8326 | 0.2492 | 0.8326 | 0.9125 |
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- | No log | 3.1724 | 92 | 0.8370 | 0.2492 | 0.8370 | 0.9149 |
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- | No log | 3.2414 | 94 | 1.0226 | 0.2781 | 1.0226 | 1.0112 |
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- | No log | 3.3103 | 96 | 1.1287 | 0.1810 | 1.1287 | 1.0624 |
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- | No log | 3.3793 | 98 | 1.2322 | 0.2421 | 1.2322 | 1.1100 |
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- | No log | 3.4483 | 100 | 1.3511 | 0.1810 | 1.3511 | 1.1624 |
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- | No log | 3.5172 | 102 | 1.3720 | 0.1705 | 1.3720 | 1.1713 |
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- | No log | 3.5862 | 104 | 1.1706 | 0.1739 | 1.1706 | 1.0819 |
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- | No log | 3.6552 | 106 | 1.1696 | 0.2306 | 1.1696 | 1.0815 |
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- | No log | 3.7241 | 108 | 1.2230 | 0.1931 | 1.2230 | 1.1059 |
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- | No log | 3.7931 | 110 | 1.3401 | 0.0684 | 1.3401 | 1.1576 |
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- | No log | 3.8621 | 112 | 1.2987 | 0.1422 | 1.2987 | 1.1396 |
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- | No log | 3.9310 | 114 | 1.3404 | 0.1171 | 1.3404 | 1.1577 |
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- | No log | 4.0 | 116 | 1.2589 | 0.1611 | 1.2589 | 1.1220 |
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- | No log | 4.0690 | 118 | 1.0669 | 0.3082 | 1.0669 | 1.0329 |
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- | No log | 4.1379 | 120 | 0.9152 | 0.2275 | 0.9152 | 0.9567 |
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- | No log | 4.2069 | 122 | 0.9295 | 0.2604 | 0.9295 | 0.9641 |
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- | No log | 4.2759 | 124 | 1.0276 | 0.3193 | 1.0276 | 1.0137 |
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- | No log | 4.3448 | 126 | 1.0569 | 0.2910 | 1.0569 | 1.0281 |
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- | No log | 4.4138 | 128 | 1.0820 | 0.2806 | 1.0820 | 1.0402 |
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- | No log | 4.4828 | 130 | 1.0495 | 0.2677 | 1.0495 | 1.0245 |
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- | No log | 4.5517 | 132 | 0.9602 | 0.2518 | 0.9602 | 0.9799 |
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- | No log | 4.6207 | 134 | 0.9603 | 0.2518 | 0.9603 | 0.9799 |
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- | No log | 4.6897 | 136 | 1.0480 | 0.2389 | 1.0480 | 1.0237 |
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- | No log | 4.7586 | 138 | 1.1838 | 0.1873 | 1.1838 | 1.0880 |
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- | No log | 4.8276 | 140 | 1.1795 | 0.1561 | 1.1795 | 1.0860 |
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- | No log | 4.8966 | 142 | 1.2737 | 0.1961 | 1.2737 | 1.1286 |
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- | No log | 4.9655 | 144 | 1.2553 | 0.2264 | 1.2553 | 1.1204 |
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- | No log | 5.0345 | 146 | 1.2432 | 0.2499 | 1.2432 | 1.1150 |
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- | No log | 5.1034 | 148 | 1.2924 | 0.1502 | 1.2924 | 1.1368 |
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- | No log | 5.1724 | 150 | 1.3153 | 0.1230 | 1.3153 | 1.1469 |
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- | No log | 5.2414 | 152 | 1.2418 | 0.1787 | 1.2418 | 1.1144 |
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- | No log | 5.3103 | 154 | 1.0938 | 0.3193 | 1.0938 | 1.0458 |
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- | No log | 5.3793 | 156 | 1.0401 | 0.2602 | 1.0401 | 1.0198 |
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- | No log | 5.4483 | 158 | 1.0799 | 0.2271 | 1.0799 | 1.0392 |
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- | No log | 5.5172 | 160 | 1.0130 | 0.3251 | 1.0130 | 1.0065 |
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- | No log | 5.5862 | 162 | 0.9178 | 0.2967 | 0.9178 | 0.9580 |
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- | No log | 5.6552 | 164 | 0.8603 | 0.3372 | 0.8603 | 0.9275 |
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- | No log | 5.7241 | 166 | 0.8260 | 0.3518 | 0.8260 | 0.9088 |
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- | No log | 5.7931 | 168 | 0.7966 | 0.2883 | 0.7966 | 0.8925 |
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- | No log | 5.8621 | 170 | 0.8056 | 0.2171 | 0.8056 | 0.8976 |
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- | No log | 5.9310 | 172 | 0.8280 | 0.2171 | 0.8280 | 0.9100 |
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- | No log | 6.0 | 174 | 0.9096 | 0.2917 | 0.9096 | 0.9537 |
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- | No log | 6.0690 | 176 | 1.0177 | 0.2659 | 1.0177 | 1.0088 |
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- | No log | 6.1379 | 178 | 1.0625 | 0.2613 | 1.0625 | 1.0308 |
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- | No log | 6.2069 | 180 | 1.0355 | 0.2547 | 1.0355 | 1.0176 |
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- | No log | 6.2759 | 182 | 0.9736 | 0.1586 | 0.9736 | 0.9867 |
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- | No log | 6.3448 | 184 | 0.9372 | 0.1998 | 0.9372 | 0.9681 |
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- | No log | 6.4138 | 186 | 0.9627 | 0.2394 | 0.9627 | 0.9812 |
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- | No log | 6.4828 | 188 | 0.9926 | 0.2881 | 0.9926 | 0.9963 |
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- | No log | 6.5517 | 190 | 1.0013 | 0.2554 | 1.0013 | 1.0006 |
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- | No log | 6.6207 | 192 | 1.0249 | 0.2872 | 1.0249 | 1.0124 |
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- | No log | 6.6897 | 194 | 1.0761 | 0.2872 | 1.0761 | 1.0374 |
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- | No log | 6.7586 | 196 | 1.0180 | 0.2881 | 1.0180 | 1.0089 |
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- | No log | 6.8276 | 198 | 1.0663 | 0.3597 | 1.0663 | 1.0326 |
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- | No log | 6.8966 | 200 | 1.1288 | 0.3161 | 1.1288 | 1.0625 |
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- | No log | 6.9655 | 202 | 1.1331 | 0.3059 | 1.1331 | 1.0645 |
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- | No log | 7.0345 | 204 | 1.1162 | 0.3110 | 1.1162 | 1.0565 |
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- | No log | 7.1034 | 206 | 1.0572 | 0.2977 | 1.0572 | 1.0282 |
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- | No log | 7.1724 | 208 | 1.0731 | 0.3228 | 1.0731 | 1.0359 |
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- | No log | 7.2414 | 210 | 1.2394 | 0.2258 | 1.2394 | 1.1133 |
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- | No log | 7.3103 | 212 | 1.4367 | 0.1464 | 1.4367 | 1.1986 |
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- | No log | 7.3793 | 214 | 1.3517 | 0.1939 | 1.3517 | 1.1626 |
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- | No log | 7.4483 | 216 | 1.2243 | 0.2045 | 1.2243 | 1.1065 |
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- | No log | 7.5172 | 218 | 1.0628 | 0.2460 | 1.0628 | 1.0309 |
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- | No log | 7.5862 | 220 | 0.9252 | 0.2193 | 0.9252 | 0.9619 |
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- | No log | 7.6552 | 222 | 0.8722 | 0.1718 | 0.8722 | 0.9339 |
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- | No log | 7.7241 | 224 | 0.9319 | 0.2726 | 0.9319 | 0.9654 |
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- | No log | 7.7931 | 226 | 0.9832 | 0.2389 | 0.9832 | 0.9916 |
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- | No log | 7.8621 | 228 | 1.0887 | 0.2682 | 1.0887 | 1.0434 |
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- | No log | 7.9310 | 230 | 1.1154 | 0.3059 | 1.1154 | 1.0561 |
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- | No log | 8.0 | 232 | 1.0497 | 0.2252 | 1.0497 | 1.0246 |
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- | No log | 8.0690 | 234 | 1.0813 | 0.2209 | 1.0813 | 1.0399 |
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- | No log | 8.1379 | 236 | 1.2322 | 0.2559 | 1.2322 | 1.1100 |
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- | No log | 8.2069 | 238 | 1.3467 | 0.1195 | 1.3467 | 1.1605 |
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- | No log | 8.2759 | 240 | 1.1966 | 0.2358 | 1.1966 | 1.0939 |
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- | No log | 8.3448 | 242 | 0.9679 | 0.3137 | 0.9679 | 0.9838 |
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- | No log | 8.4138 | 244 | 0.8394 | 0.2142 | 0.8394 | 0.9162 |
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- | No log | 8.4828 | 246 | 0.7723 | 0.1866 | 0.7723 | 0.8788 |
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- | No log | 8.5517 | 248 | 0.7801 | 0.2149 | 0.7801 | 0.8832 |
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- | No log | 8.6207 | 250 | 0.8350 | 0.2643 | 0.8350 | 0.9138 |
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- | No log | 8.6897 | 252 | 1.0078 | 0.2850 | 1.0078 | 1.0039 |
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- | No log | 8.7586 | 254 | 1.2352 | 0.1732 | 1.2352 | 1.1114 |
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- | No log | 8.8276 | 256 | 1.2438 | 0.2056 | 1.2438 | 1.1152 |
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- | No log | 8.8966 | 258 | 1.1438 | 0.2567 | 1.1438 | 1.0695 |
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- | No log | 8.9655 | 260 | 0.9768 | 0.3347 | 0.9768 | 0.9883 |
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- | No log | 9.0345 | 262 | 0.8724 | 0.1718 | 0.8724 | 0.9340 |
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- | No log | 9.1034 | 264 | 0.8107 | 0.1142 | 0.8107 | 0.9004 |
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- | No log | 9.1724 | 266 | 0.8257 | 0.2632 | 0.8257 | 0.9087 |
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- | No log | 9.2414 | 268 | 0.9729 | 0.2615 | 0.9729 | 0.9863 |
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- | No log | 9.3103 | 270 | 1.2462 | 0.2184 | 1.2462 | 1.1163 |
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- | No log | 9.3793 | 272 | 1.3690 | 0.1222 | 1.3690 | 1.1701 |
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- | No log | 9.4483 | 274 | 1.2990 | 0.1067 | 1.2990 | 1.1397 |
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- | No log | 9.5172 | 276 | 1.1337 | 0.2075 | 1.1337 | 1.0648 |
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- | No log | 9.5862 | 278 | 0.9737 | 0.1461 | 0.9737 | 0.9867 |
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- | No log | 9.6552 | 280 | 0.9036 | 0.1672 | 0.9036 | 0.9506 |
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- | No log | 9.7241 | 282 | 0.9262 | 0.1962 | 0.9262 | 0.9624 |
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- | No log | 9.7931 | 284 | 1.0436 | 0.1651 | 1.0436 | 1.0216 |
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- | No log | 9.8621 | 286 | 1.2188 | 0.1057 | 1.2188 | 1.1040 |
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- | No log | 9.9310 | 288 | 1.3176 | 0.0947 | 1.3176 | 1.1479 |
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- | No log | 10.0 | 290 | 1.2297 | 0.1328 | 1.2297 | 1.1089 |
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- | No log | 10.0690 | 292 | 1.1279 | 0.1949 | 1.1279 | 1.0620 |
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- | No log | 10.1379 | 294 | 1.0514 | 0.1747 | 1.0514 | 1.0254 |
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- | No log | 10.2069 | 296 | 0.9404 | 0.2358 | 0.9404 | 0.9697 |
200
- | No log | 10.2759 | 298 | 0.8677 | 0.3359 | 0.8677 | 0.9315 |
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- | No log | 10.3448 | 300 | 0.8773 | 0.3359 | 0.8773 | 0.9366 |
202
- | No log | 10.4138 | 302 | 0.9634 | 0.2703 | 0.9634 | 0.9816 |
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- | No log | 10.4828 | 304 | 1.1425 | 0.2799 | 1.1425 | 1.0689 |
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- | No log | 10.5517 | 306 | 1.3152 | 0.2259 | 1.3152 | 1.1468 |
205
- | No log | 10.6207 | 308 | 1.3419 | 0.1864 | 1.3419 | 1.1584 |
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- | No log | 10.6897 | 310 | 1.2340 | 0.2145 | 1.2340 | 1.1109 |
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- | No log | 10.7586 | 312 | 1.0281 | 0.2635 | 1.0281 | 1.0140 |
208
- | No log | 10.8276 | 314 | 0.9060 | 0.3110 | 0.9060 | 0.9518 |
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- | No log | 10.8966 | 316 | 0.9223 | 0.3347 | 0.9223 | 0.9603 |
210
- | No log | 10.9655 | 318 | 1.0634 | 0.3213 | 1.0634 | 1.0312 |
211
- | No log | 11.0345 | 320 | 1.2036 | 0.1849 | 1.2036 | 1.0971 |
212
- | No log | 11.1034 | 322 | 1.1860 | 0.1870 | 1.1860 | 1.0890 |
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- | No log | 11.1724 | 324 | 1.1287 | 0.1635 | 1.1287 | 1.0624 |
214
- | No log | 11.2414 | 326 | 1.0516 | 0.2756 | 1.0516 | 1.0255 |
215
- | No log | 11.3103 | 328 | 0.9724 | 0.2779 | 0.9724 | 0.9861 |
216
- | No log | 11.3793 | 330 | 0.8987 | 0.3473 | 0.8987 | 0.9480 |
217
- | No log | 11.4483 | 332 | 0.8950 | 0.3473 | 0.8950 | 0.9461 |
218
- | No log | 11.5172 | 334 | 1.0123 | 0.2926 | 1.0123 | 1.0062 |
219
- | No log | 11.5862 | 336 | 1.2553 | 0.1973 | 1.2553 | 1.1204 |
220
- | No log | 11.6552 | 338 | 1.3704 | 0.1678 | 1.3704 | 1.1707 |
221
- | No log | 11.7241 | 340 | 1.3078 | 0.1985 | 1.3078 | 1.1436 |
222
- | No log | 11.7931 | 342 | 1.0969 | 0.2733 | 1.0969 | 1.0473 |
223
- | No log | 11.8621 | 344 | 0.9092 | 0.2562 | 0.9092 | 0.9535 |
224
- | No log | 11.9310 | 346 | 0.8589 | 0.1217 | 0.8589 | 0.9268 |
225
- | No log | 12.0 | 348 | 0.8591 | 0.2358 | 0.8591 | 0.9269 |
226
- | No log | 12.0690 | 350 | 0.9603 | 0.2601 | 0.9603 | 0.9800 |
227
- | No log | 12.1379 | 352 | 1.0927 | 0.2853 | 1.0927 | 1.0453 |
228
- | No log | 12.2069 | 354 | 1.1822 | 0.2436 | 1.1822 | 1.0873 |
229
- | No log | 12.2759 | 356 | 1.2399 | 0.2206 | 1.2399 | 1.1135 |
230
- | No log | 12.3448 | 358 | 1.2793 | 0.2086 | 1.2793 | 1.1310 |
231
- | No log | 12.4138 | 360 | 1.1402 | 0.2579 | 1.1402 | 1.0678 |
232
- | No log | 12.4828 | 362 | 0.9911 | 0.3337 | 0.9911 | 0.9955 |
233
- | No log | 12.5517 | 364 | 0.9211 | 0.3739 | 0.9211 | 0.9597 |
234
- | No log | 12.6207 | 366 | 0.7966 | 0.1254 | 0.7966 | 0.8925 |
235
- | No log | 12.6897 | 368 | 0.7697 | 0.2530 | 0.7697 | 0.8773 |
236
- | No log | 12.7586 | 370 | 0.7956 | 0.2813 | 0.7956 | 0.8920 |
237
- | No log | 12.8276 | 372 | 0.8864 | 0.1822 | 0.8864 | 0.9415 |
238
- | No log | 12.8966 | 374 | 0.9749 | 0.2703 | 0.9749 | 0.9874 |
239
- | No log | 12.9655 | 376 | 1.0574 | 0.2683 | 1.0574 | 1.0283 |
240
- | No log | 13.0345 | 378 | 1.1364 | 0.2805 | 1.1364 | 1.0660 |
241
- | No log | 13.1034 | 380 | 1.1175 | 0.2853 | 1.1175 | 1.0571 |
242
- | No log | 13.1724 | 382 | 1.1097 | 0.2059 | 1.1097 | 1.0534 |
243
- | No log | 13.2414 | 384 | 1.0509 | 0.1787 | 1.0509 | 1.0251 |
244
- | No log | 13.3103 | 386 | 1.0176 | 0.1955 | 1.0176 | 1.0087 |
245
- | No log | 13.3793 | 388 | 1.0844 | 0.1662 | 1.0844 | 1.0414 |
246
- | No log | 13.4483 | 390 | 1.1733 | 0.1293 | 1.1733 | 1.0832 |
247
- | No log | 13.5172 | 392 | 1.1925 | 0.2115 | 1.1925 | 1.0920 |
248
- | No log | 13.5862 | 394 | 1.1660 | 0.2319 | 1.1660 | 1.0798 |
249
- | No log | 13.6552 | 396 | 1.1356 | 0.2417 | 1.1356 | 1.0656 |
250
- | No log | 13.7241 | 398 | 1.1431 | 0.2501 | 1.1431 | 1.0692 |
251
- | No log | 13.7931 | 400 | 1.0807 | 0.2075 | 1.0807 | 1.0395 |
252
- | No log | 13.8621 | 402 | 1.0667 | 0.2075 | 1.0667 | 1.0328 |
253
- | No log | 13.9310 | 404 | 1.1108 | 0.2032 | 1.1108 | 1.0539 |
254
- | No log | 14.0 | 406 | 1.1794 | 0.1535 | 1.1794 | 1.0860 |
255
- | No log | 14.0690 | 408 | 1.1869 | 0.1146 | 1.1869 | 1.0894 |
256
- | No log | 14.1379 | 410 | 1.1716 | 0.1146 | 1.1716 | 1.0824 |
257
- | No log | 14.2069 | 412 | 1.1896 | 0.2459 | 1.1896 | 1.0907 |
258
- | No log | 14.2759 | 414 | 1.0928 | 0.2125 | 1.0928 | 1.0454 |
259
- | No log | 14.3448 | 416 | 1.0205 | 0.2756 | 1.0205 | 1.0102 |
260
- | No log | 14.4138 | 418 | 1.0495 | 0.2125 | 1.0495 | 1.0245 |
261
- | No log | 14.4828 | 420 | 1.0959 | 0.2567 | 1.0959 | 1.0468 |
262
- | No log | 14.5517 | 422 | 0.9856 | 0.3029 | 0.9856 | 0.9928 |
263
- | No log | 14.6207 | 424 | 0.9658 | 0.3029 | 0.9658 | 0.9827 |
264
- | No log | 14.6897 | 426 | 0.9227 | 0.3170 | 0.9227 | 0.9606 |
265
- | No log | 14.7586 | 428 | 0.9029 | 0.3516 | 0.9029 | 0.9502 |
266
- | No log | 14.8276 | 430 | 0.8452 | 0.3709 | 0.8452 | 0.9194 |
267
- | No log | 14.8966 | 432 | 0.7839 | 0.2604 | 0.7839 | 0.8854 |
268
- | No log | 14.9655 | 434 | 0.6884 | 0.2204 | 0.6884 | 0.8297 |
269
- | No log | 15.0345 | 436 | 0.6691 | 0.2345 | 0.6691 | 0.8180 |
270
- | No log | 15.1034 | 438 | 0.6985 | 0.2171 | 0.6985 | 0.8358 |
271
- | No log | 15.1724 | 440 | 0.7806 | 0.2518 | 0.7806 | 0.8835 |
272
- | No log | 15.2414 | 442 | 0.9461 | 0.2756 | 0.9462 | 0.9727 |
273
- | No log | 15.3103 | 444 | 1.0573 | 0.3399 | 1.0573 | 1.0283 |
274
- | No log | 15.3793 | 446 | 1.1502 | 0.3486 | 1.1502 | 1.0725 |
275
- | No log | 15.4483 | 448 | 1.0732 | 0.3110 | 1.0732 | 1.0359 |
276
- | No log | 15.5172 | 450 | 0.9770 | 0.3214 | 0.9770 | 0.9884 |
277
- | No log | 15.5862 | 452 | 0.8948 | 0.2343 | 0.8948 | 0.9459 |
278
- | No log | 15.6552 | 454 | 0.8177 | 0.2094 | 0.8177 | 0.9042 |
279
- | No log | 15.7241 | 456 | 0.8148 | 0.2670 | 0.8148 | 0.9027 |
280
- | No log | 15.7931 | 458 | 0.9017 | 0.3579 | 0.9017 | 0.9496 |
281
- | No log | 15.8621 | 460 | 1.0208 | 0.3517 | 1.0208 | 1.0103 |
282
- | No log | 15.9310 | 462 | 1.0848 | 0.1931 | 1.0848 | 1.0415 |
283
- | No log | 16.0 | 464 | 1.0526 | 0.2567 | 1.0526 | 1.0260 |
284
- | No log | 16.0690 | 466 | 1.0483 | 0.2367 | 1.0483 | 1.0239 |
285
- | No log | 16.1379 | 468 | 0.9972 | 0.2732 | 0.9972 | 0.9986 |
286
- | No log | 16.2069 | 470 | 0.9784 | 0.2732 | 0.9784 | 0.9891 |
287
- | No log | 16.2759 | 472 | 0.9925 | 0.2782 | 0.9925 | 0.9963 |
288
- | No log | 16.3448 | 474 | 1.0099 | 0.2782 | 1.0099 | 1.0050 |
289
- | No log | 16.4138 | 476 | 1.0268 | 0.3029 | 1.0268 | 1.0133 |
290
- | No log | 16.4828 | 478 | 0.9923 | 0.2529 | 0.9923 | 0.9961 |
291
- | No log | 16.5517 | 480 | 1.0032 | 0.2529 | 1.0032 | 1.0016 |
292
- | No log | 16.6207 | 482 | 1.0193 | 0.2682 | 1.0193 | 1.0096 |
293
- | No log | 16.6897 | 484 | 1.0125 | 0.3481 | 1.0125 | 1.0062 |
294
- | No log | 16.7586 | 486 | 0.9792 | 0.2779 | 0.9792 | 0.9896 |
295
- | No log | 16.8276 | 488 | 0.8717 | 0.1723 | 0.8717 | 0.9337 |
296
- | No log | 16.8966 | 490 | 0.8205 | 0.2463 | 0.8205 | 0.9058 |
297
- | No log | 16.9655 | 492 | 0.8503 | 0.1867 | 0.8503 | 0.9221 |
298
- | No log | 17.0345 | 494 | 0.9786 | 0.3269 | 0.9786 | 0.9893 |
299
- | No log | 17.1034 | 496 | 1.2209 | 0.2559 | 1.2209 | 1.1049 |
300
- | No log | 17.1724 | 498 | 1.3928 | 0.2041 | 1.3928 | 1.1802 |
301
- | 0.3191 | 17.2414 | 500 | 1.3962 | 0.2074 | 1.3962 | 1.1816 |
302
- | 0.3191 | 17.3103 | 502 | 1.2199 | 0.2153 | 1.2199 | 1.1045 |
303
- | 0.3191 | 17.3793 | 504 | 1.0404 | 0.2109 | 1.0404 | 1.0200 |
304
- | 0.3191 | 17.4483 | 506 | 0.9734 | 0.2164 | 0.9734 | 0.9866 |
305
- | 0.3191 | 17.5172 | 508 | 0.9450 | 0.2211 | 0.9450 | 0.9721 |
306
- | 0.3191 | 17.5862 | 510 | 0.9168 | 0.1422 | 0.9168 | 0.9575 |
307
- | 0.3191 | 17.6552 | 512 | 0.9271 | 0.1692 | 0.9271 | 0.9628 |
308
- | 0.3191 | 17.7241 | 514 | 0.9883 | 0.2363 | 0.9883 | 0.9941 |
309
- | 0.3191 | 17.7931 | 516 | 1.1032 | 0.2780 | 1.1032 | 1.0503 |
310
- | 0.3191 | 17.8621 | 518 | 1.1113 | 0.2780 | 1.1113 | 1.0542 |
311
- | 0.3191 | 17.9310 | 520 | 1.0438 | 0.2612 | 1.0438 | 1.0217 |
312
- | 0.3191 | 18.0 | 522 | 0.9722 | 0.2075 | 0.9722 | 0.9860 |
313
- | 0.3191 | 18.0690 | 524 | 0.9171 | 0.2923 | 0.9171 | 0.9577 |
314
- | 0.3191 | 18.1379 | 526 | 0.8797 | 0.2193 | 0.8797 | 0.9379 |
315
- | 0.3191 | 18.2069 | 528 | 0.8692 | 0.2244 | 0.8692 | 0.9323 |
316
- | 0.3191 | 18.2759 | 530 | 0.8871 | 0.2193 | 0.8871 | 0.9419 |
317
- | 0.3191 | 18.3448 | 532 | 0.9605 | 0.1612 | 0.9605 | 0.9800 |
318
- | 0.3191 | 18.4138 | 534 | 1.0073 | 0.3006 | 1.0073 | 1.0037 |
319
- | 0.3191 | 18.4828 | 536 | 1.1021 | 0.2903 | 1.1021 | 1.0498 |
320
- | 0.3191 | 18.5517 | 538 | 1.2427 | 0.1621 | 1.2427 | 1.1148 |
321
- | 0.3191 | 18.6207 | 540 | 1.3046 | 0.1550 | 1.3046 | 1.1422 |
322
- | 0.3191 | 18.6897 | 542 | 1.2771 | 0.1825 | 1.2771 | 1.1301 |
323
- | 0.3191 | 18.7586 | 544 | 1.1838 | 0.2543 | 1.1838 | 1.0880 |
324
- | 0.3191 | 18.8276 | 546 | 1.0547 | 0.3059 | 1.0547 | 1.0270 |
325
- | 0.3191 | 18.8966 | 548 | 0.9850 | 0.2833 | 0.9850 | 0.9925 |
326
- | 0.3191 | 18.9655 | 550 | 0.8833 | 0.2995 | 0.8833 | 0.9398 |
327
- | 0.3191 | 19.0345 | 552 | 0.8150 | 0.3294 | 0.8150 | 0.9028 |
328
- | 0.3191 | 19.1034 | 554 | 0.8461 | 0.3538 | 0.8461 | 0.9199 |
329
- | 0.3191 | 19.1724 | 556 | 0.8462 | 0.3538 | 0.8462 | 0.9199 |
330
- | 0.3191 | 19.2414 | 558 | 0.8813 | 0.3455 | 0.8813 | 0.9388 |
331
- | 0.3191 | 19.3103 | 560 | 0.9183 | 0.3059 | 0.9183 | 0.9583 |
332
- | 0.3191 | 19.3793 | 562 | 0.9153 | 0.3059 | 0.9153 | 0.9567 |
333
- | 0.3191 | 19.4483 | 564 | 0.9542 | 0.3280 | 0.9542 | 0.9768 |
334
- | 0.3191 | 19.5172 | 566 | 0.9975 | 0.2954 | 0.9975 | 0.9987 |
335
- | 0.3191 | 19.5862 | 568 | 1.0434 | 0.2499 | 1.0434 | 1.0215 |
336
- | 0.3191 | 19.6552 | 570 | 1.0337 | 0.2499 | 1.0337 | 1.0167 |
337
- | 0.3191 | 19.7241 | 572 | 0.9722 | 0.3225 | 0.9722 | 0.9860 |
338
- | 0.3191 | 19.7931 | 574 | 0.9153 | 0.3739 | 0.9153 | 0.9567 |
339
- | 0.3191 | 19.8621 | 576 | 0.8565 | 0.3473 | 0.8565 | 0.9255 |
340
- | 0.3191 | 19.9310 | 578 | 0.8089 | 0.3105 | 0.8089 | 0.8994 |
341
- | 0.3191 | 20.0 | 580 | 0.8166 | 0.2574 | 0.8166 | 0.9036 |
342
- | 0.3191 | 20.0690 | 582 | 0.8680 | 0.2463 | 0.8680 | 0.9316 |
343
- | 0.3191 | 20.1379 | 584 | 0.9500 | 0.2756 | 0.9500 | 0.9747 |
344
- | 0.3191 | 20.2069 | 586 | 1.0641 | 0.2504 | 1.0641 | 1.0316 |
345
- | 0.3191 | 20.2759 | 588 | 1.1553 | 0.2522 | 1.1553 | 1.0748 |
346
- | 0.3191 | 20.3448 | 590 | 1.1547 | 0.2059 | 1.1547 | 1.0746 |
347
- | 0.3191 | 20.4138 | 592 | 1.1744 | 0.1688 | 1.1744 | 1.0837 |
348
- | 0.3191 | 20.4828 | 594 | 1.1474 | 0.1688 | 1.1474 | 1.0712 |
349
- | 0.3191 | 20.5517 | 596 | 1.1295 | 0.1723 | 1.1295 | 1.0628 |
350
- | 0.3191 | 20.6207 | 598 | 1.0577 | 0.2782 | 1.0577 | 1.0285 |
351
- | 0.3191 | 20.6897 | 600 | 1.0228 | 0.3114 | 1.0228 | 1.0113 |
352
- | 0.3191 | 20.7586 | 602 | 0.9943 | 0.2651 | 0.9943 | 0.9971 |
353
- | 0.3191 | 20.8276 | 604 | 0.9281 | 0.3709 | 0.9281 | 0.9634 |
354
- | 0.3191 | 20.8966 | 606 | 0.8694 | 0.2574 | 0.8694 | 0.9324 |
355
- | 0.3191 | 20.9655 | 608 | 0.8275 | 0.2297 | 0.8275 | 0.9097 |
356
- | 0.3191 | 21.0345 | 610 | 0.8427 | 0.2297 | 0.8427 | 0.9180 |
357
- | 0.3191 | 21.1034 | 612 | 0.9285 | 0.3709 | 0.9285 | 0.9636 |
358
- | 0.3191 | 21.1724 | 614 | 1.0567 | 0.2367 | 1.0567 | 1.0279 |
359
- | 0.3191 | 21.2414 | 616 | 1.2050 | 0.1944 | 1.2050 | 1.0977 |
360
- | 0.3191 | 21.3103 | 618 | 1.2365 | 0.1621 | 1.2365 | 1.1120 |
361
- | 0.3191 | 21.3793 | 620 | 1.1261 | 0.2282 | 1.1261 | 1.0612 |
362
- | 0.3191 | 21.4483 | 622 | 0.9719 | 0.3739 | 0.9719 | 0.9859 |
363
- | 0.3191 | 21.5172 | 624 | 0.9406 | 0.3110 | 0.9406 | 0.9698 |
364
- | 0.3191 | 21.5862 | 626 | 0.9441 | 0.3169 | 0.9441 | 0.9717 |
365
- | 0.3191 | 21.6552 | 628 | 0.9875 | 0.3287 | 0.9875 | 0.9937 |
366
- | 0.3191 | 21.7241 | 630 | 1.0743 | 0.2504 | 1.0743 | 1.0365 |
367
- | 0.3191 | 21.7931 | 632 | 1.1332 | 0.2141 | 1.1332 | 1.0645 |
368
- | 0.3191 | 21.8621 | 634 | 1.2131 | 0.1884 | 1.2131 | 1.1014 |
369
- | 0.3191 | 21.9310 | 636 | 1.2510 | 0.1884 | 1.2510 | 1.1185 |
370
- | 0.3191 | 22.0 | 638 | 1.2384 | 0.2336 | 1.2384 | 1.1128 |
371
- | 0.3191 | 22.0690 | 640 | 1.2260 | 0.2336 | 1.2260 | 1.1072 |
372
- | 0.3191 | 22.1379 | 642 | 1.1516 | 0.2459 | 1.1516 | 1.0731 |
373
- | 0.3191 | 22.2069 | 644 | 1.0521 | 0.2850 | 1.0521 | 1.0257 |
374
- | 0.3191 | 22.2759 | 646 | 0.9533 | 0.3371 | 0.9533 | 0.9764 |
375
- | 0.3191 | 22.3448 | 648 | 0.9010 | 0.3384 | 0.9010 | 0.9492 |
376
- | 0.3191 | 22.4138 | 650 | 0.8998 | 0.3384 | 0.8998 | 0.9486 |
377
- | 0.3191 | 22.4828 | 652 | 0.9101 | 0.3319 | 0.9101 | 0.9540 |
378
- | 0.3191 | 22.5517 | 654 | 0.9524 | 0.3601 | 0.9524 | 0.9759 |
379
- | 0.3191 | 22.6207 | 656 | 0.9424 | 0.3371 | 0.9424 | 0.9708 |
380
- | 0.3191 | 22.6897 | 658 | 0.9976 | 0.3110 | 0.9976 | 0.9988 |
381
- | 0.3191 | 22.7586 | 660 | 0.9895 | 0.3214 | 0.9895 | 0.9947 |
382
- | 0.3191 | 22.8276 | 662 | 0.9138 | 0.3740 | 0.9138 | 0.9559 |
383
- | 0.3191 | 22.8966 | 664 | 0.8354 | 0.3630 | 0.8354 | 0.9140 |
384
- | 0.3191 | 22.9655 | 666 | 0.8584 | 0.3869 | 0.8584 | 0.9265 |
385
- | 0.3191 | 23.0345 | 668 | 0.9549 | 0.3761 | 0.9549 | 0.9772 |
386
- | 0.3191 | 23.1034 | 670 | 1.0170 | 0.3425 | 1.0170 | 1.0085 |
387
- | 0.3191 | 23.1724 | 672 | 1.0268 | 0.3425 | 1.0268 | 1.0133 |
388
- | 0.3191 | 23.2414 | 674 | 1.0660 | 0.3183 | 1.0660 | 1.0325 |
389
- | 0.3191 | 23.3103 | 676 | 1.0135 | 0.3787 | 1.0135 | 1.0067 |
390
- | 0.3191 | 23.3793 | 678 | 0.9069 | 0.3251 | 0.9069 | 0.9523 |
391
- | 0.3191 | 23.4483 | 680 | 0.8996 | 0.3310 | 0.8996 | 0.9485 |
392
- | 0.3191 | 23.5172 | 682 | 0.9143 | 0.3310 | 0.9143 | 0.9562 |
393
- | 0.3191 | 23.5862 | 684 | 0.8977 | 0.3731 | 0.8977 | 0.9474 |
394
- | 0.3191 | 23.6552 | 686 | 0.9740 | 0.2964 | 0.9740 | 0.9869 |
395
- | 0.3191 | 23.7241 | 688 | 1.0142 | 0.3636 | 1.0142 | 1.0071 |
396
- | 0.3191 | 23.7931 | 690 | 0.9973 | 0.3417 | 0.9973 | 0.9987 |
397
- | 0.3191 | 23.8621 | 692 | 1.0250 | 0.3302 | 1.0250 | 1.0124 |
398
- | 0.3191 | 23.9310 | 694 | 1.1086 | 0.2827 | 1.1086 | 1.0529 |
399
- | 0.3191 | 24.0 | 696 | 1.1506 | 0.2223 | 1.1506 | 1.0726 |
400
- | 0.3191 | 24.0690 | 698 | 1.0693 | 0.2876 | 1.0693 | 1.0341 |
401
- | 0.3191 | 24.1379 | 700 | 0.9858 | 0.3302 | 0.9858 | 0.9929 |
402
- | 0.3191 | 24.2069 | 702 | 0.9774 | 0.3359 | 0.9774 | 0.9887 |
403
- | 0.3191 | 24.2759 | 704 | 0.9548 | 0.3761 | 0.9548 | 0.9772 |
404
- | 0.3191 | 24.3448 | 706 | 0.9741 | 0.3082 | 0.9741 | 0.9870 |
405
- | 0.3191 | 24.4138 | 708 | 0.9945 | 0.2125 | 0.9945 | 0.9973 |
406
- | 0.3191 | 24.4828 | 710 | 1.0045 | 0.1870 | 1.0045 | 1.0023 |
407
- | 0.3191 | 24.5517 | 712 | 1.0783 | 0.1564 | 1.0783 | 1.0384 |
408
- | 0.3191 | 24.6207 | 714 | 1.1379 | 0.2020 | 1.1379 | 1.0667 |
409
- | 0.3191 | 24.6897 | 716 | 1.1374 | 0.2020 | 1.1374 | 1.0665 |
410
- | 0.3191 | 24.7586 | 718 | 1.1268 | 0.2059 | 1.1268 | 1.0615 |
411
 
412
 
413
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.1811
19
+ - Qwk: 0.0058
20
+ - Mse: 1.1811
21
+ - Rmse: 1.0868
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0645 | 2 | 2.5689 | -0.0758 | 2.5689 | 1.6028 |
53
+ | No log | 0.1290 | 4 | 1.3470 | 0.0985 | 1.3470 | 1.1606 |
54
+ | No log | 0.1935 | 6 | 1.2992 | -0.1871 | 1.2992 | 1.1398 |
55
+ | No log | 0.2581 | 8 | 0.9648 | -0.1569 | 0.9648 | 0.9823 |
56
+ | No log | 0.3226 | 10 | 0.8289 | 0.0313 | 0.8289 | 0.9105 |
57
+ | No log | 0.3871 | 12 | 0.7585 | 0.0846 | 0.7585 | 0.8709 |
58
+ | No log | 0.4516 | 14 | 0.7376 | 0.0444 | 0.7376 | 0.8589 |
59
+ | No log | 0.5161 | 16 | 0.7601 | 0.0393 | 0.7601 | 0.8718 |
60
+ | No log | 0.5806 | 18 | 0.7828 | 0.1456 | 0.7828 | 0.8847 |
61
+ | No log | 0.6452 | 20 | 0.7168 | 0.2181 | 0.7168 | 0.8467 |
62
+ | No log | 0.7097 | 22 | 0.6717 | 0.1660 | 0.6717 | 0.8196 |
63
+ | No log | 0.7742 | 24 | 0.7674 | 0.2846 | 0.7674 | 0.8760 |
64
+ | No log | 0.8387 | 26 | 0.7903 | 0.2087 | 0.7903 | 0.8890 |
65
+ | No log | 0.9032 | 28 | 0.7985 | 0.1739 | 0.7985 | 0.8936 |
66
+ | No log | 0.9677 | 30 | 0.7911 | 0.0522 | 0.7911 | 0.8894 |
67
+ | No log | 1.0323 | 32 | 0.7372 | 0.0937 | 0.7372 | 0.8586 |
68
+ | No log | 1.0968 | 34 | 0.6835 | 0.0889 | 0.6835 | 0.8267 |
69
+ | No log | 1.1613 | 36 | 0.7124 | 0.1508 | 0.7124 | 0.8440 |
70
+ | No log | 1.2258 | 38 | 0.7244 | 0.0 | 0.7244 | 0.8511 |
71
+ | No log | 1.2903 | 40 | 0.8085 | 0.0053 | 0.8085 | 0.8992 |
72
+ | No log | 1.3548 | 42 | 0.8816 | 0.0944 | 0.8816 | 0.9389 |
73
+ | No log | 1.4194 | 44 | 0.8094 | 0.0053 | 0.8094 | 0.8997 |
74
+ | No log | 1.4839 | 46 | 0.7740 | 0.1863 | 0.7740 | 0.8798 |
75
+ | No log | 1.5484 | 48 | 0.8476 | 0.1065 | 0.8476 | 0.9206 |
76
+ | No log | 1.6129 | 50 | 0.8885 | 0.2297 | 0.8885 | 0.9426 |
77
+ | No log | 1.6774 | 52 | 0.8079 | 0.1972 | 0.8079 | 0.8988 |
78
+ | No log | 1.7419 | 54 | 0.7521 | 0.2443 | 0.7521 | 0.8673 |
79
+ | No log | 1.8065 | 56 | 0.7469 | 0.2786 | 0.7469 | 0.8643 |
80
+ | No log | 1.8710 | 58 | 0.8253 | 0.2498 | 0.8253 | 0.9085 |
81
+ | No log | 1.9355 | 60 | 1.1260 | 0.0838 | 1.1260 | 1.0612 |
82
+ | No log | 2.0 | 62 | 1.1771 | 0.1328 | 1.1771 | 1.0849 |
83
+ | No log | 2.0645 | 64 | 0.9466 | 0.1853 | 0.9466 | 0.9729 |
84
+ | No log | 2.1290 | 66 | 0.6952 | 0.2786 | 0.6952 | 0.8338 |
85
+ | No log | 2.1935 | 68 | 0.7153 | 0.2443 | 0.7153 | 0.8458 |
86
+ | No log | 2.2581 | 70 | 0.7031 | 0.2443 | 0.7031 | 0.8385 |
87
+ | No log | 2.3226 | 72 | 0.6826 | 0.2786 | 0.6826 | 0.8262 |
88
+ | No log | 2.3871 | 74 | 0.6901 | 0.3117 | 0.6901 | 0.8307 |
89
+ | No log | 2.4516 | 76 | 0.7694 | 0.2227 | 0.7694 | 0.8772 |
90
+ | No log | 2.5161 | 78 | 0.8921 | 0.2075 | 0.8921 | 0.9445 |
91
+ | No log | 2.5806 | 80 | 0.9769 | 0.1870 | 0.9769 | 0.9884 |
92
+ | No log | 2.6452 | 82 | 1.1617 | 0.2130 | 1.1617 | 1.0778 |
93
+ | No log | 2.7097 | 84 | 1.2462 | 0.1473 | 1.2462 | 1.1163 |
94
+ | No log | 2.7742 | 86 | 1.0601 | 0.1443 | 1.0601 | 1.0296 |
95
+ | No log | 2.8387 | 88 | 0.8642 | 0.3794 | 0.8642 | 0.9296 |
96
+ | No log | 2.9032 | 90 | 0.8358 | 0.2231 | 0.8358 | 0.9142 |
97
+ | No log | 2.9677 | 92 | 0.8770 | 0.2546 | 0.8770 | 0.9365 |
98
+ | No log | 3.0323 | 94 | 0.8240 | 0.2923 | 0.8240 | 0.9077 |
99
+ | No log | 3.0968 | 96 | 0.9469 | 0.3219 | 0.9469 | 0.9731 |
100
+ | No log | 3.1613 | 98 | 1.1963 | 0.1233 | 1.1963 | 1.0938 |
101
+ | No log | 3.2258 | 100 | 1.1509 | 0.1296 | 1.1509 | 1.0728 |
102
+ | No log | 3.2903 | 102 | 0.9508 | 0.1312 | 0.9508 | 0.9751 |
103
+ | No log | 3.3548 | 104 | 0.8533 | 0.3712 | 0.8533 | 0.9238 |
104
+ | No log | 3.4194 | 106 | 0.8102 | 0.2883 | 0.8102 | 0.9001 |
105
+ | No log | 3.4839 | 108 | 0.8279 | 0.3637 | 0.8279 | 0.9099 |
106
+ | No log | 3.5484 | 110 | 0.8963 | 0.2982 | 0.8963 | 0.9467 |
107
+ | No log | 3.6129 | 112 | 0.9467 | 0.2343 | 0.9467 | 0.9730 |
108
+ | No log | 3.6774 | 114 | 0.9308 | 0.2949 | 0.9308 | 0.9648 |
109
+ | No log | 3.7419 | 116 | 0.9498 | 0.2754 | 0.9498 | 0.9746 |
110
+ | No log | 3.8065 | 118 | 1.1196 | 0.1774 | 1.1196 | 1.0581 |
111
+ | No log | 3.8710 | 120 | 1.1228 | 0.1671 | 1.1228 | 1.0596 |
112
+ | No log | 3.9355 | 122 | 1.0317 | 0.1747 | 1.0317 | 1.0157 |
113
+ | No log | 4.0 | 124 | 0.8886 | 0.2784 | 0.8886 | 0.9427 |
114
+ | No log | 4.0645 | 126 | 0.8687 | 0.3843 | 0.8687 | 0.9320 |
115
+ | No log | 4.1290 | 128 | 0.9221 | 0.2358 | 0.9221 | 0.9602 |
116
+ | No log | 4.1935 | 130 | 1.0045 | 0.1827 | 1.0045 | 1.0023 |
117
+ | No log | 4.2581 | 132 | 1.0905 | 0.2271 | 1.0905 | 1.0443 |
118
+ | No log | 4.3226 | 134 | 1.0866 | 0.2271 | 1.0866 | 1.0424 |
119
+ | No log | 4.3871 | 136 | 0.9740 | 0.1734 | 0.9740 | 0.9869 |
120
+ | No log | 4.4516 | 138 | 0.9785 | 0.2784 | 0.9785 | 0.9892 |
121
+ | No log | 4.5161 | 140 | 1.1019 | 0.1208 | 1.1019 | 1.0497 |
122
+ | No log | 4.5806 | 142 | 1.1701 | 0.1146 | 1.1701 | 1.0817 |
123
+ | No log | 4.6452 | 144 | 1.0898 | 0.2000 | 1.0898 | 1.0439 |
124
+ | No log | 4.7097 | 146 | 1.0688 | 0.1422 | 1.0688 | 1.0338 |
125
+ | No log | 4.7742 | 148 | 1.1073 | 0.0713 | 1.1073 | 1.0523 |
126
+ | No log | 4.8387 | 150 | 1.2726 | 0.0838 | 1.2726 | 1.1281 |
127
+ | No log | 4.9032 | 152 | 1.5227 | 0.0283 | 1.5227 | 1.2340 |
128
+ | No log | 4.9677 | 154 | 1.4802 | 0.0578 | 1.4802 | 1.2167 |
129
+ | No log | 5.0323 | 156 | 1.2432 | 0.0561 | 1.2432 | 1.1150 |
130
+ | No log | 5.0968 | 158 | 1.0696 | 0.1461 | 1.0696 | 1.0342 |
131
+ | No log | 5.1613 | 160 | 1.0681 | 0.1822 | 1.0681 | 1.0335 |
132
+ | No log | 5.2258 | 162 | 1.1867 | 0.0660 | 1.1867 | 1.0894 |
133
+ | No log | 5.2903 | 164 | 1.4071 | 0.0620 | 1.4071 | 1.1862 |
134
+ | No log | 5.3548 | 166 | 1.4084 | 0.0620 | 1.4084 | 1.1868 |
135
+ | No log | 5.4194 | 168 | 1.3284 | 0.0665 | 1.3284 | 1.1526 |
136
+ | No log | 5.4839 | 170 | 1.2068 | 0.1428 | 1.2068 | 1.0986 |
137
+ | No log | 5.5484 | 172 | 1.1537 | 0.1911 | 1.1537 | 1.0741 |
138
+ | No log | 5.6129 | 174 | 1.0416 | 0.1955 | 1.0416 | 1.0206 |
139
+ | No log | 5.6774 | 176 | 1.0133 | 0.2510 | 1.0133 | 1.0066 |
140
+ | No log | 5.7419 | 178 | 1.1012 | 0.2141 | 1.1012 | 1.0494 |
141
+ | No log | 5.8065 | 180 | 1.1986 | 0.1067 | 1.1986 | 1.0948 |
142
+ | No log | 5.8710 | 182 | 1.1438 | 0.2199 | 1.1438 | 1.0695 |
143
+ | No log | 5.9355 | 184 | 0.9715 | 0.3777 | 0.9715 | 0.9856 |
144
+ | No log | 6.0 | 186 | 0.8776 | 0.2932 | 0.8776 | 0.9368 |
145
+ | No log | 6.0645 | 188 | 0.8135 | 0.2621 | 0.8135 | 0.9020 |
146
+ | No log | 6.1290 | 190 | 0.8165 | 0.2981 | 0.8165 | 0.9036 |
147
+ | No log | 6.1935 | 192 | 0.9059 | 0.1628 | 0.9059 | 0.9518 |
148
+ | No log | 6.2581 | 194 | 1.0485 | 0.1642 | 1.0485 | 1.0240 |
149
+ | No log | 6.3226 | 196 | 1.2208 | 0.1254 | 1.2208 | 1.1049 |
150
+ | No log | 6.3871 | 198 | 1.1575 | 0.0327 | 1.1575 | 1.0759 |
151
+ | No log | 6.4516 | 200 | 0.9705 | 0.1822 | 0.9705 | 0.9851 |
152
+ | No log | 6.5161 | 202 | 0.8356 | 0.2652 | 0.8356 | 0.9141 |
153
+ | No log | 6.5806 | 204 | 0.8323 | 0.2145 | 0.8323 | 0.9123 |
154
+ | No log | 6.6452 | 206 | 0.8418 | 0.1353 | 0.8418 | 0.9175 |
155
+ | No log | 6.7097 | 208 | 0.8477 | 0.2718 | 0.8477 | 0.9207 |
156
+ | No log | 6.7742 | 210 | 0.9605 | 0.2574 | 0.9605 | 0.9801 |
157
+ | No log | 6.8387 | 212 | 1.2208 | -0.0027 | 1.2208 | 1.1049 |
158
+ | No log | 6.9032 | 214 | 1.3416 | 0.0642 | 1.3416 | 1.1583 |
159
+ | No log | 6.9677 | 216 | 1.3035 | 0.0471 | 1.3035 | 1.1417 |
160
+ | No log | 7.0323 | 218 | 1.2588 | 0.0561 | 1.2588 | 1.1220 |
161
+ | No log | 7.0968 | 220 | 1.0891 | 0.1734 | 1.0891 | 1.0436 |
162
+ | No log | 7.1613 | 222 | 1.0534 | 0.2094 | 1.0534 | 1.0263 |
163
+ | No log | 7.2258 | 224 | 1.0964 | 0.1014 | 1.0964 | 1.0471 |
164
+ | No log | 7.2903 | 226 | 1.2520 | 0.0256 | 1.2520 | 1.1189 |
165
+ | No log | 7.3548 | 228 | 1.2889 | 0.0741 | 1.2889 | 1.1353 |
166
+ | No log | 7.4194 | 230 | 1.1742 | 0.1492 | 1.1742 | 1.0836 |
167
+ | No log | 7.4839 | 232 | 0.9626 | 0.2193 | 0.9626 | 0.9811 |
168
+ | No log | 7.5484 | 234 | 0.8453 | 0.2527 | 0.8453 | 0.9194 |
169
+ | No log | 7.6129 | 236 | 0.8439 | 0.2467 | 0.8439 | 0.9186 |
170
+ | No log | 7.6774 | 238 | 0.9090 | 0.1914 | 0.9090 | 0.9534 |
171
+ | No log | 7.7419 | 240 | 0.9469 | 0.1914 | 0.9469 | 0.9731 |
172
+ | No log | 7.8065 | 242 | 0.9851 | 0.2142 | 0.9851 | 0.9925 |
173
+ | No log | 7.8710 | 244 | 1.0111 | 0.1682 | 1.0111 | 1.0055 |
174
+ | No log | 7.9355 | 246 | 0.9354 | 0.1723 | 0.9354 | 0.9672 |
175
+ | No log | 8.0 | 248 | 0.9027 | 0.1628 | 0.9027 | 0.9501 |
176
+ | No log | 8.0645 | 250 | 0.8714 | 0.2467 | 0.8714 | 0.9335 |
177
+ | No log | 8.1290 | 252 | 0.9122 | 0.2193 | 0.9122 | 0.9551 |
178
+ | No log | 8.1935 | 254 | 0.9543 | 0.1682 | 0.9543 | 0.9769 |
179
+ | No log | 8.2581 | 256 | 1.0863 | 0.1521 | 1.0863 | 1.0423 |
180
+ | No log | 8.3226 | 258 | 1.1388 | 0.2211 | 1.1388 | 1.0671 |
181
+ | No log | 8.3871 | 260 | 1.0761 | 0.1422 | 1.0761 | 1.0374 |
182
+ | No log | 8.4516 | 262 | 1.0605 | 0.0241 | 1.0605 | 1.0298 |
183
+ | No log | 8.5161 | 264 | 1.0419 | 0.0539 | 1.0419 | 1.0207 |
184
+ | No log | 8.5806 | 266 | 1.1213 | 0.0196 | 1.1213 | 1.0589 |
185
+ | No log | 8.6452 | 268 | 1.1418 | 0.0769 | 1.1418 | 1.0686 |
186
+ | No log | 8.7097 | 270 | 0.9894 | 0.1461 | 0.9894 | 0.9947 |
187
+ | No log | 8.7742 | 272 | 0.9805 | 0.1461 | 0.9805 | 0.9902 |
188
+ | No log | 8.8387 | 274 | 0.9417 | 0.1822 | 0.9417 | 0.9704 |
189
+ | No log | 8.9032 | 276 | 0.9904 | 0.1461 | 0.9904 | 0.9952 |
190
+ | No log | 8.9677 | 278 | 1.0483 | 0.1308 | 1.0483 | 1.0238 |
191
+ | No log | 9.0323 | 280 | 1.1173 | 0.1274 | 1.1173 | 1.0570 |
192
+ | No log | 9.0968 | 282 | 1.0221 | 0.1077 | 1.0221 | 1.0110 |
193
+ | No log | 9.1613 | 284 | 0.8545 | 0.3099 | 0.8545 | 0.9244 |
194
+ | No log | 9.2258 | 286 | 0.8256 | 0.3518 | 0.8256 | 0.9086 |
195
+ | No log | 9.2903 | 288 | 0.9075 | 0.2193 | 0.9075 | 0.9526 |
196
+ | No log | 9.3548 | 290 | 1.0771 | 0.1013 | 1.0771 | 1.0378 |
197
+ | No log | 9.4194 | 292 | 1.3042 | 0.0244 | 1.3042 | 1.1420 |
198
+ | No log | 9.4839 | 294 | 1.3758 | 0.0206 | 1.3758 | 1.1729 |
199
+ | No log | 9.5484 | 296 | 1.3383 | 0.0493 | 1.3383 | 1.1569 |
200
+ | No log | 9.6129 | 298 | 1.1919 | 0.0058 | 1.1919 | 1.0917 |
201
+ | No log | 9.6774 | 300 | 1.0034 | 0.2142 | 1.0034 | 1.0017 |
202
+ | No log | 9.7419 | 302 | 0.9430 | 0.2518 | 0.9430 | 0.9711 |
203
+ | No log | 9.8065 | 304 | 0.9781 | 0.2094 | 0.9781 | 0.9890 |
204
+ | No log | 9.8710 | 306 | 1.0525 | 0.1573 | 1.0525 | 1.0259 |
205
+ | No log | 9.9355 | 308 | 1.0693 | 0.1573 | 1.0693 | 1.0340 |
206
+ | No log | 10.0 | 310 | 1.0748 | 0.1013 | 1.0748 | 1.0367 |
207
+ | No log | 10.0645 | 312 | 0.9998 | 0.2336 | 0.9998 | 0.9999 |
208
+ | No log | 10.1290 | 314 | 0.8960 | 0.2817 | 0.8960 | 0.9466 |
209
+ | No log | 10.1935 | 316 | 0.8704 | 0.2847 | 0.8704 | 0.9330 |
210
+ | No log | 10.2581 | 318 | 0.9045 | 0.3099 | 0.9045 | 0.9510 |
211
+ | No log | 10.3226 | 320 | 1.0036 | 0.2387 | 1.0036 | 1.0018 |
212
+ | No log | 10.3871 | 322 | 1.2273 | 0.0336 | 1.2273 | 1.1078 |
213
+ | No log | 10.4516 | 324 | 1.3381 | 0.0790 | 1.3381 | 1.1568 |
214
+ | No log | 10.5161 | 326 | 1.2586 | 0.0790 | 1.2586 | 1.1219 |
215
+ | No log | 10.5806 | 328 | 1.0872 | 0.1692 | 1.0872 | 1.0427 |
216
+ | No log | 10.6452 | 330 | 1.0176 | 0.1734 | 1.0176 | 1.0087 |
217
+ | No log | 10.7097 | 332 | 0.9894 | 0.1777 | 0.9894 | 0.9947 |
218
+ | No log | 10.7742 | 334 | 0.9688 | 0.2142 | 0.9688 | 0.9843 |
219
+ | No log | 10.8387 | 336 | 0.9604 | 0.1822 | 0.9604 | 0.9800 |
220
+ | No log | 10.9032 | 338 | 1.0507 | 0.1422 | 1.0507 | 1.0250 |
221
+ | No log | 10.9677 | 340 | 1.2710 | 0.0778 | 1.2710 | 1.1274 |
222
+ | No log | 11.0323 | 342 | 1.4835 | 0.0930 | 1.4835 | 1.2180 |
223
+ | No log | 11.0968 | 344 | 1.4377 | 0.1121 | 1.4377 | 1.1991 |
224
+ | No log | 11.1613 | 346 | 1.1982 | 0.0641 | 1.1982 | 1.0946 |
225
+ | No log | 11.2258 | 348 | 0.9425 | 0.2193 | 0.9425 | 0.9708 |
226
+ | No log | 11.2903 | 350 | 0.8316 | 0.2527 | 0.8316 | 0.9119 |
227
+ | No log | 11.3548 | 352 | 0.8384 | 0.2527 | 0.8384 | 0.9157 |
228
+ | No log | 11.4194 | 354 | 0.9489 | 0.1822 | 0.9489 | 0.9741 |
229
+ | No log | 11.4839 | 356 | 1.1222 | 0.0713 | 1.1222 | 1.0593 |
230
+ | No log | 11.5484 | 358 | 1.1565 | 0.0368 | 1.1565 | 1.0754 |
231
+ | No log | 11.6129 | 360 | 1.1137 | 0.0713 | 1.1137 | 1.0553 |
232
+ | No log | 11.6774 | 362 | 1.0372 | 0.1110 | 1.0372 | 1.0184 |
233
+ | No log | 11.7419 | 364 | 1.0212 | 0.1110 | 1.0212 | 1.0106 |
234
+ | No log | 11.8065 | 366 | 1.0342 | 0.1110 | 1.0342 | 1.0169 |
235
+ | No log | 11.8710 | 368 | 1.1095 | 0.0390 | 1.1095 | 1.0533 |
236
+ | No log | 11.9355 | 370 | 1.1692 | 0.0076 | 1.1692 | 1.0813 |
237
+ | No log | 12.0 | 372 | 1.3077 | -0.0259 | 1.3077 | 1.1435 |
238
+ | No log | 12.0645 | 374 | 1.3873 | -0.0285 | 1.3873 | 1.1778 |
239
+ | No log | 12.1290 | 376 | 1.2738 | -0.0259 | 1.2738 | 1.1286 |
240
+ | No log | 12.1935 | 378 | 1.0838 | 0.0413 | 1.0838 | 1.0410 |
241
+ | No log | 12.2581 | 380 | 0.9668 | 0.1628 | 0.9668 | 0.9833 |
242
+ | No log | 12.3226 | 382 | 0.9673 | 0.1914 | 0.9673 | 0.9835 |
243
+ | No log | 12.3871 | 384 | 0.9974 | 0.1461 | 0.9974 | 0.9987 |
244
+ | No log | 12.4516 | 386 | 1.0625 | 0.0413 | 1.0625 | 1.0308 |
245
+ | No log | 12.5161 | 388 | 1.1410 | 0.0058 | 1.1410 | 1.0682 |
246
+ | No log | 12.5806 | 390 | 1.1343 | 0.0058 | 1.1343 | 1.0650 |
247
+ | No log | 12.6452 | 392 | 1.1630 | 0.0058 | 1.1630 | 1.0784 |
248
+ | No log | 12.7097 | 394 | 1.1802 | -0.0245 | 1.1802 | 1.0864 |
249
+ | No log | 12.7742 | 396 | 1.1513 | 0.0368 | 1.1513 | 1.0730 |
250
+ | No log | 12.8387 | 398 | 1.2181 | -0.0245 | 1.2181 | 1.1037 |
251
+ | No log | 12.9032 | 400 | 1.3882 | 0.0153 | 1.3882 | 1.1782 |
252
+ | No log | 12.9677 | 402 | 1.4886 | 0.0564 | 1.4886 | 1.2201 |
253
+ | No log | 13.0323 | 404 | 1.3812 | 0.0599 | 1.3812 | 1.1752 |
254
+ | No log | 13.0968 | 406 | 1.1717 | 0.0058 | 1.1717 | 1.0824 |
255
+ | No log | 13.1613 | 408 | 1.0109 | 0.1217 | 1.0109 | 1.0054 |
256
+ | No log | 13.2258 | 410 | 0.9761 | 0.1584 | 0.9761 | 0.9880 |
257
+ | No log | 13.2903 | 412 | 1.0344 | 0.1144 | 1.0344 | 1.0170 |
258
+ | No log | 13.3548 | 414 | 1.1831 | 0.0379 | 1.1831 | 1.0877 |
259
+ | No log | 13.4194 | 416 | 1.2202 | 0.0039 | 1.2202 | 1.1046 |
260
+ | No log | 13.4839 | 418 | 1.2043 | 0.0022 | 1.2043 | 1.0974 |
261
+ | No log | 13.5484 | 420 | 1.2372 | 0.0523 | 1.2372 | 1.1123 |
262
+ | No log | 13.6129 | 422 | 1.2193 | 0.0523 | 1.2193 | 1.1042 |
263
+ | No log | 13.6774 | 424 | 1.1438 | 0.0315 | 1.1438 | 1.0695 |
264
+ | No log | 13.7419 | 426 | 1.0789 | 0.1077 | 1.0789 | 1.0387 |
265
+ | No log | 13.8065 | 428 | 1.0346 | 0.2244 | 1.0346 | 1.0171 |
266
+ | No log | 13.8710 | 430 | 1.0309 | 0.1765 | 1.0309 | 1.0153 |
267
+ | No log | 13.9355 | 432 | 1.0414 | 0.1765 | 1.0414 | 1.0205 |
268
+ | No log | 14.0 | 434 | 1.0462 | 0.1765 | 1.0462 | 1.0228 |
269
+ | No log | 14.0645 | 436 | 1.1204 | 0.1594 | 1.1204 | 1.0585 |
270
+ | No log | 14.1290 | 438 | 1.1596 | 0.1716 | 1.1596 | 1.0768 |
271
+ | No log | 14.1935 | 440 | 1.1669 | 0.1274 | 1.1669 | 1.0802 |
272
+ | No log | 14.2581 | 442 | 1.1627 | 0.1146 | 1.1627 | 1.0783 |
273
+ | No log | 14.3226 | 444 | 1.1474 | 0.1662 | 1.1474 | 1.0712 |
274
+ | No log | 14.3871 | 446 | 1.0875 | 0.2343 | 1.0875 | 1.0429 |
275
+ | No log | 14.4516 | 448 | 1.0772 | 0.1815 | 1.0772 | 1.0379 |
276
+ | No log | 14.5161 | 450 | 1.0669 | 0.1013 | 1.0669 | 1.0329 |
277
+ | No log | 14.5806 | 452 | 1.0679 | 0.1573 | 1.0679 | 1.0334 |
278
+ | No log | 14.6452 | 454 | 1.0679 | 0.1348 | 1.0679 | 1.0334 |
279
+ | No log | 14.7097 | 456 | 1.1340 | 0.0283 | 1.1340 | 1.0649 |
280
+ | No log | 14.7742 | 458 | 1.2436 | 0.0741 | 1.2436 | 1.1151 |
281
+ | No log | 14.8387 | 460 | 1.2538 | 0.0741 | 1.2538 | 1.1197 |
282
+ | No log | 14.9032 | 462 | 1.1485 | 0.0666 | 1.1485 | 1.0717 |
283
+ | No log | 14.9677 | 464 | 0.9804 | 0.1723 | 0.9804 | 0.9902 |
284
+ | No log | 15.0323 | 466 | 0.8887 | 0.2692 | 0.8887 | 0.9427 |
285
+ | No log | 15.0968 | 468 | 0.8780 | 0.2692 | 0.8780 | 0.9370 |
286
+ | No log | 15.1613 | 470 | 0.9733 | 0.1765 | 0.9733 | 0.9866 |
287
+ | No log | 15.2258 | 472 | 1.1197 | 0.0983 | 1.1197 | 1.0581 |
288
+ | No log | 15.2903 | 474 | 1.2494 | 0.0765 | 1.2494 | 1.1178 |
289
+ | No log | 15.3548 | 476 | 1.3087 | 0.0741 | 1.3087 | 1.1440 |
290
+ | No log | 15.4194 | 478 | 1.2599 | 0.0741 | 1.2599 | 1.1224 |
291
+ | No log | 15.4839 | 480 | 1.2672 | 0.0717 | 1.2672 | 1.1257 |
292
+ | No log | 15.5484 | 482 | 1.2407 | 0.1057 | 1.2407 | 1.1139 |
293
+ | No log | 15.6129 | 484 | 1.2252 | 0.0561 | 1.2252 | 1.1069 |
294
+ | No log | 15.6774 | 486 | 1.2588 | -0.0278 | 1.2588 | 1.1219 |
295
+ | No log | 15.7419 | 488 | 1.2664 | -0.0278 | 1.2664 | 1.1254 |
296
+ | No log | 15.8065 | 490 | 1.2791 | -0.0026 | 1.2791 | 1.1310 |
297
+ | No log | 15.8710 | 492 | 1.2718 | -0.0026 | 1.2718 | 1.1277 |
298
+ | No log | 15.9355 | 494 | 1.2487 | 0.0237 | 1.2487 | 1.1175 |
299
+ | No log | 16.0 | 496 | 1.1990 | 0.0022 | 1.1990 | 1.0950 |
300
+ | No log | 16.0645 | 498 | 1.1433 | 0.0561 | 1.1433 | 1.0693 |
301
+ | 0.2951 | 16.1290 | 500 | 1.1072 | 0.0346 | 1.1072 | 1.0522 |
302
+ | 0.2951 | 16.1935 | 502 | 1.1027 | 0.0346 | 1.1027 | 1.0501 |
303
+ | 0.2951 | 16.2581 | 504 | 1.1709 | 0.0786 | 1.1709 | 1.0821 |
304
+ | 0.2951 | 16.3226 | 506 | 1.2494 | 0.0761 | 1.2494 | 1.1178 |
305
+ | 0.2951 | 16.3871 | 508 | 1.2542 | 0.0786 | 1.2542 | 1.1199 |
306
+ | 0.2951 | 16.4516 | 510 | 1.1977 | 0.0283 | 1.1977 | 1.0944 |
307
+ | 0.2951 | 16.5161 | 512 | 1.1203 | 0.0368 | 1.1203 | 1.0584 |
308
+ | 0.2951 | 16.5806 | 514 | 1.0680 | 0.1422 | 1.0680 | 1.0334 |
309
+ | 0.2951 | 16.6452 | 516 | 1.0286 | 0.1822 | 1.0286 | 1.0142 |
310
+ | 0.2951 | 16.7097 | 518 | 1.1012 | 0.1308 | 1.1012 | 1.0494 |
311
+ | 0.2951 | 16.7742 | 520 | 1.1388 | 0.0336 | 1.1388 | 1.0671 |
312
+ | 0.2951 | 16.8387 | 522 | 1.1530 | 0.0368 | 1.1530 | 1.0738 |
313
+ | 0.2951 | 16.9032 | 524 | 1.1550 | 0.0058 | 1.1550 | 1.0747 |
314
+ | 0.2951 | 16.9677 | 526 | 1.2156 | 0.0786 | 1.2156 | 1.1025 |
315
+ | 0.2951 | 17.0323 | 528 | 1.1863 | 0.1086 | 1.1863 | 1.0892 |
316
+ | 0.2951 | 17.0968 | 530 | 1.1443 | 0.1116 | 1.1443 | 1.0697 |
317
+ | 0.2951 | 17.1613 | 532 | 1.1555 | 0.1086 | 1.1555 | 1.0750 |
318
+ | 0.2951 | 17.2258 | 534 | 1.1534 | 0.1116 | 1.1534 | 1.0740 |
319
+ | 0.2951 | 17.2903 | 536 | 1.1457 | 0.1116 | 1.1457 | 1.0704 |
320
+ | 0.2951 | 17.3548 | 538 | 1.1813 | 0.1116 | 1.1813 | 1.0869 |
321
+ | 0.2951 | 17.4194 | 540 | 1.2174 | 0.0561 | 1.2174 | 1.1033 |
322
+ | 0.2951 | 17.4839 | 542 | 1.1759 | 0.0346 | 1.1759 | 1.0844 |
323
+ | 0.2951 | 17.5484 | 544 | 1.1662 | 0.0346 | 1.1662 | 1.0799 |
324
+ | 0.2951 | 17.6129 | 546 | 1.2134 | 0.0346 | 1.2134 | 1.1015 |
325
+ | 0.2951 | 17.6774 | 548 | 1.2168 | 0.0040 | 1.2168 | 1.1031 |
326
+ | 0.2951 | 17.7419 | 550 | 1.1811 | 0.0058 | 1.1811 | 1.0868 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
327
 
328
 
329
  ### Framework versions