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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task3_organization

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Safetensors
bert
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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_k16_task3_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_k16_task3_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8375
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- - Qwk: -0.1860
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- - Mse: 0.8375
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- - Rmse: 0.9151
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  ## Model description
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@@ -47,296 +47,339 @@ 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 | 0.05 | 2 | 3.3980 | 0.0062 | 3.3980 | 1.8434 |
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- | No log | 0.1 | 4 | 1.9708 | 0.0325 | 1.9708 | 1.4038 |
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- | No log | 0.15 | 6 | 2.1479 | 0.0247 | 2.1479 | 1.4656 |
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- | No log | 0.2 | 8 | 1.5226 | 0.0014 | 1.5226 | 1.2340 |
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- | No log | 0.25 | 10 | 0.8722 | 0.0714 | 0.8722 | 0.9339 |
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- | No log | 0.3 | 12 | 0.8362 | -0.0264 | 0.8362 | 0.9144 |
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- | No log | 0.35 | 14 | 1.2668 | -0.0744 | 1.2668 | 1.1255 |
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- | No log | 0.4 | 16 | 2.4290 | -0.0305 | 2.4290 | 1.5585 |
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- | No log | 0.45 | 18 | 2.2510 | -0.0299 | 2.2510 | 1.5003 |
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- | No log | 0.5 | 20 | 1.2395 | -0.0500 | 1.2395 | 1.1133 |
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- | No log | 0.55 | 22 | 1.0327 | 0.0735 | 1.0327 | 1.0162 |
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- | No log | 0.6 | 24 | 0.9211 | 0.1374 | 0.9211 | 0.9597 |
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- | No log | 0.65 | 26 | 0.9035 | 0.0651 | 0.9035 | 0.9505 |
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- | No log | 0.7 | 28 | 0.9468 | 0.0196 | 0.9468 | 0.9730 |
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- | No log | 0.75 | 30 | 1.0873 | -0.0193 | 1.0873 | 1.0427 |
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- | No log | 0.8 | 32 | 1.0973 | -0.0490 | 1.0973 | 1.0475 |
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- | No log | 0.85 | 34 | 1.1334 | -0.0490 | 1.1334 | 1.0646 |
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- | No log | 0.9 | 36 | 1.1097 | -0.0736 | 1.1097 | 1.0534 |
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- | No log | 0.95 | 38 | 1.1091 | -0.0736 | 1.1091 | 1.0531 |
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- | No log | 1.0 | 40 | 0.9710 | -0.1289 | 0.9710 | 0.9854 |
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- | No log | 1.05 | 42 | 0.8849 | -0.0518 | 0.8849 | 0.9407 |
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- | No log | 1.1 | 44 | 1.0090 | -0.0398 | 1.0090 | 1.0045 |
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- | No log | 1.15 | 46 | 1.0081 | -0.0695 | 1.0081 | 1.0040 |
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- | No log | 1.2 | 48 | 1.0240 | -0.0149 | 1.0240 | 1.0119 |
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- | No log | 1.25 | 50 | 1.1165 | -0.0457 | 1.1165 | 1.0566 |
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- | No log | 1.3 | 52 | 1.7257 | -0.0234 | 1.7257 | 1.3136 |
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- | No log | 1.35 | 54 | 2.0120 | 0.0213 | 2.0120 | 1.4185 |
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- | No log | 1.4 | 56 | 1.5820 | -0.0234 | 1.5820 | 1.2578 |
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- | No log | 1.45 | 58 | 0.9980 | 0.0176 | 0.9980 | 0.9990 |
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- | No log | 1.5 | 60 | 0.7930 | -0.1236 | 0.7930 | 0.8905 |
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- | No log | 1.55 | 62 | 0.7940 | -0.1738 | 0.7940 | 0.8911 |
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- | No log | 1.6 | 64 | 0.8188 | -0.1251 | 0.8188 | 0.9049 |
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- | No log | 1.65 | 66 | 0.8699 | -0.0218 | 0.8699 | 0.9327 |
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- | No log | 1.7 | 68 | 1.0542 | -0.0468 | 1.0542 | 1.0267 |
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- | No log | 1.75 | 70 | 1.3178 | -0.0234 | 1.3178 | 1.1480 |
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- | No log | 1.8 | 72 | 1.3516 | -0.0234 | 1.3516 | 1.1626 |
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- | No log | 1.85 | 74 | 1.2642 | -0.0234 | 1.2642 | 1.1244 |
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- | No log | 1.9 | 76 | 1.1988 | -0.0207 | 1.1988 | 1.0949 |
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- | No log | 1.95 | 78 | 1.4454 | -0.0234 | 1.4454 | 1.2022 |
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- | No log | 2.0 | 80 | 1.5705 | -0.0234 | 1.5705 | 1.2532 |
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- | No log | 2.05 | 82 | 1.7435 | 0.0224 | 1.7435 | 1.3204 |
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- | No log | 2.1 | 84 | 1.8182 | 0.1052 | 1.8182 | 1.3484 |
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- | No log | 2.15 | 86 | 1.4009 | 0.0522 | 1.4009 | 1.1836 |
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- | No log | 2.2 | 88 | 0.8701 | -0.0200 | 0.8701 | 0.9328 |
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- | No log | 2.25 | 90 | 0.8598 | 0.1107 | 0.8598 | 0.9273 |
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- | No log | 2.3 | 92 | 1.1318 | 0.0552 | 1.1318 | 1.0639 |
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- | No log | 2.35 | 94 | 1.4298 | -0.0169 | 1.4298 | 1.1958 |
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- | No log | 2.4 | 96 | 1.7719 | -0.0035 | 1.7719 | 1.3311 |
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- | No log | 2.45 | 98 | 1.6684 | -0.0197 | 1.6684 | 1.2916 |
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- | No log | 2.5 | 100 | 1.0103 | 0.1846 | 1.0103 | 1.0051 |
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- | No log | 2.55 | 102 | 0.8119 | 0.1440 | 0.8119 | 0.9011 |
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- | No log | 2.6 | 104 | 0.9415 | 0.1896 | 0.9415 | 0.9703 |
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- | No log | 2.65 | 106 | 1.8861 | 0.0144 | 1.8861 | 1.3734 |
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- | No log | 2.7 | 108 | 1.9385 | 0.0100 | 1.9385 | 1.3923 |
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- | No log | 2.75 | 110 | 1.4843 | -0.0465 | 1.4843 | 1.2183 |
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- | No log | 2.8 | 112 | 0.9572 | 0.0498 | 0.9572 | 0.9783 |
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- | No log | 2.85 | 114 | 0.9575 | 0.0515 | 0.9575 | 0.9785 |
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- | No log | 2.9 | 116 | 1.1685 | -0.0345 | 1.1685 | 1.0810 |
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- | No log | 2.95 | 118 | 1.0505 | 0.0046 | 1.0505 | 1.0249 |
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- | No log | 3.0 | 120 | 0.8404 | 0.0442 | 0.8404 | 0.9167 |
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- | No log | 3.05 | 122 | 0.9039 | -0.0101 | 0.9039 | 0.9508 |
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- | No log | 3.1 | 124 | 1.0932 | 0.0061 | 1.0932 | 1.0456 |
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- | No log | 3.15 | 126 | 0.9439 | 0.0576 | 0.9439 | 0.9716 |
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- | No log | 3.2 | 128 | 0.7306 | 0.0414 | 0.7306 | 0.8547 |
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- | No log | 3.25 | 130 | 0.7530 | -0.0062 | 0.7530 | 0.8677 |
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- | No log | 3.3 | 132 | 1.2147 | 0.0059 | 1.2147 | 1.1021 |
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- | No log | 3.35 | 134 | 1.4358 | -0.0028 | 1.4358 | 1.1983 |
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- | No log | 3.4 | 136 | 0.9147 | 0.1190 | 0.9147 | 0.9564 |
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- | No log | 3.45 | 138 | 0.8571 | 0.1004 | 0.8571 | 0.9258 |
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- | No log | 3.5 | 140 | 0.7939 | 0.0660 | 0.7939 | 0.8910 |
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- | No log | 3.55 | 142 | 0.9006 | 0.1147 | 0.9006 | 0.9490 |
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- | No log | 3.6 | 144 | 1.0425 | 0.0492 | 1.0425 | 1.0210 |
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- | No log | 3.65 | 146 | 0.7761 | 0.0732 | 0.7761 | 0.8810 |
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- | No log | 3.7 | 148 | 0.7586 | 0.1199 | 0.7586 | 0.8710 |
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- | No log | 3.75 | 150 | 0.8089 | 0.1047 | 0.8089 | 0.8994 |
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- | No log | 3.8 | 152 | 0.8439 | 0.1387 | 0.8439 | 0.9187 |
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- | No log | 3.85 | 154 | 0.8281 | 0.1336 | 0.8281 | 0.9100 |
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- | No log | 3.9 | 156 | 0.7730 | 0.1199 | 0.7730 | 0.8792 |
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- | No log | 3.95 | 158 | 0.7686 | 0.0269 | 0.7686 | 0.8767 |
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- | No log | 4.0 | 160 | 0.7838 | 0.0289 | 0.7838 | 0.8853 |
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- | No log | 4.05 | 162 | 0.8709 | 0.0741 | 0.8709 | 0.9332 |
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- | No log | 4.1 | 164 | 0.9673 | 0.0885 | 0.9673 | 0.9835 |
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- | No log | 4.15 | 166 | 0.8567 | 0.0529 | 0.8567 | 0.9256 |
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- | No log | 4.2 | 168 | 0.7672 | 0.0978 | 0.7672 | 0.8759 |
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- | No log | 4.25 | 170 | 0.7568 | 0.0543 | 0.7568 | 0.8699 |
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- | No log | 4.3 | 172 | 0.7545 | 0.1030 | 0.7545 | 0.8686 |
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- | No log | 4.35 | 174 | 0.7599 | 0.1189 | 0.7599 | 0.8717 |
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- | No log | 4.4 | 176 | 0.7794 | 0.0611 | 0.7794 | 0.8828 |
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- | No log | 4.45 | 178 | 0.7299 | 0.0543 | 0.7299 | 0.8544 |
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- | No log | 4.5 | 180 | 0.7442 | 0.0089 | 0.7442 | 0.8626 |
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- | No log | 4.55 | 182 | 0.7792 | 0.0338 | 0.7792 | 0.8827 |
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- | No log | 4.6 | 184 | 0.8163 | 0.0269 | 0.8163 | 0.9035 |
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- | No log | 4.65 | 186 | 0.8130 | 0.0269 | 0.8130 | 0.9017 |
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- | No log | 4.7 | 188 | 0.7804 | -0.0912 | 0.7804 | 0.8834 |
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- | No log | 4.75 | 190 | 0.7917 | 0.0 | 0.7917 | 0.8898 |
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- | No log | 4.8 | 192 | 0.8124 | -0.0533 | 0.8124 | 0.9013 |
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- | No log | 4.85 | 194 | 0.8226 | -0.0549 | 0.8226 | 0.9070 |
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- | No log | 4.9 | 196 | 0.8317 | -0.0387 | 0.8317 | 0.9120 |
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- | No log | 4.95 | 198 | 0.8409 | 0.0056 | 0.8409 | 0.9170 |
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- | No log | 5.0 | 200 | 0.9602 | 0.0081 | 0.9602 | 0.9799 |
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- | No log | 5.05 | 202 | 1.5578 | -0.0927 | 1.5578 | 1.2481 |
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- | No log | 5.1 | 204 | 1.4374 | -0.0366 | 1.4374 | 1.1989 |
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- | No log | 5.15 | 206 | 0.9327 | 0.0062 | 0.9327 | 0.9658 |
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- | No log | 5.2 | 208 | 0.8426 | 0.1537 | 0.8426 | 0.9179 |
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- | No log | 5.25 | 210 | 0.9593 | 0.0465 | 0.9593 | 0.9794 |
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- | No log | 5.3 | 212 | 0.8509 | 0.1466 | 0.8509 | 0.9225 |
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- | No log | 5.35 | 214 | 0.7798 | -0.1116 | 0.7798 | 0.8831 |
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- | No log | 5.4 | 216 | 0.8301 | 0.0043 | 0.8301 | 0.9111 |
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- | No log | 5.45 | 218 | 0.7434 | -0.0612 | 0.7434 | 0.8622 |
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- | No log | 5.5 | 220 | 0.7901 | 0.0116 | 0.7901 | 0.8889 |
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- | No log | 5.55 | 222 | 0.8026 | -0.0798 | 0.8026 | 0.8959 |
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- | No log | 5.6 | 224 | 0.7562 | 0.0528 | 0.7562 | 0.8696 |
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- | No log | 5.65 | 226 | 0.8290 | -0.0283 | 0.8290 | 0.9105 |
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- | No log | 5.7 | 228 | 0.9703 | -0.0128 | 0.9703 | 0.9850 |
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- | No log | 5.75 | 230 | 0.8411 | -0.0303 | 0.8411 | 0.9171 |
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- | No log | 5.8 | 232 | 0.7918 | 0.0116 | 0.7918 | 0.8898 |
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- | No log | 5.85 | 234 | 0.8623 | -0.0061 | 0.8623 | 0.9286 |
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- | No log | 5.9 | 236 | 0.8824 | -0.0061 | 0.8824 | 0.9393 |
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- | No log | 5.95 | 238 | 0.8482 | -0.1045 | 0.8482 | 0.9210 |
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- | No log | 6.0 | 240 | 0.7918 | -0.0387 | 0.7918 | 0.8898 |
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- | No log | 6.05 | 242 | 0.9314 | 0.0336 | 0.9314 | 0.9651 |
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- | No log | 6.1 | 244 | 1.2443 | 0.0666 | 1.2443 | 1.1155 |
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- | No log | 6.15 | 246 | 1.1552 | 0.1043 | 1.1552 | 1.0748 |
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- | No log | 6.2 | 248 | 0.8977 | -0.0341 | 0.8977 | 0.9475 |
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- | No log | 6.25 | 250 | 0.7961 | 0.0116 | 0.7961 | 0.8922 |
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- | No log | 6.3 | 252 | 0.7840 | 0.0116 | 0.7840 | 0.8854 |
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- | No log | 6.35 | 254 | 0.8039 | -0.1459 | 0.8039 | 0.8966 |
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- | No log | 6.4 | 256 | 0.9199 | -0.0359 | 0.9199 | 0.9591 |
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- | No log | 6.45 | 258 | 1.0193 | 0.0627 | 1.0193 | 1.0096 |
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- | No log | 6.5 | 260 | 0.9275 | 0.0062 | 0.9275 | 0.9630 |
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- | No log | 6.55 | 262 | 0.8275 | 0.0135 | 0.8275 | 0.9097 |
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- | No log | 6.6 | 264 | 0.8362 | 0.0268 | 0.8362 | 0.9145 |
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- | No log | 6.65 | 266 | 0.8892 | -0.0363 | 0.8892 | 0.9430 |
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- | No log | 6.7 | 268 | 0.8392 | -0.0528 | 0.8392 | 0.9161 |
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- | No log | 6.75 | 270 | 0.8092 | 0.0030 | 0.8092 | 0.8996 |
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- | No log | 6.8 | 272 | 0.8861 | -0.1557 | 0.8861 | 0.9413 |
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- | No log | 6.85 | 274 | 0.9530 | -0.0854 | 0.9530 | 0.9762 |
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- | No log | 6.9 | 276 | 0.8476 | -0.0303 | 0.8476 | 0.9207 |
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- | No log | 6.95 | 278 | 0.7574 | -0.0030 | 0.7574 | 0.8703 |
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- | No log | 7.0 | 280 | 0.7765 | -0.1397 | 0.7765 | 0.8812 |
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- | No log | 7.05 | 282 | 0.8307 | -0.1045 | 0.8307 | 0.9114 |
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- | No log | 7.1 | 284 | 0.8350 | -0.0268 | 0.8350 | 0.9138 |
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- | No log | 7.15 | 286 | 1.0571 | -0.0504 | 1.0571 | 1.0281 |
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- | No log | 7.2 | 288 | 1.1950 | 0.0006 | 1.1950 | 1.0932 |
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- | No log | 7.25 | 290 | 0.9602 | -0.0118 | 0.9602 | 0.9799 |
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- | No log | 7.3 | 292 | 0.8245 | 0.0570 | 0.8245 | 0.9080 |
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- | No log | 7.35 | 294 | 1.0252 | 0.0175 | 1.0252 | 1.0125 |
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- | No log | 7.4 | 296 | 1.0258 | 0.0476 | 1.0258 | 1.0128 |
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- | No log | 7.45 | 298 | 0.8855 | -0.0941 | 0.8855 | 0.9410 |
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- | No log | 7.5 | 300 | 0.8090 | 0.0834 | 0.8090 | 0.8994 |
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- | No log | 7.55 | 302 | 0.9905 | -0.0440 | 0.9905 | 0.9952 |
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- | No log | 7.6 | 304 | 1.0509 | 0.0443 | 1.0509 | 1.0251 |
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- | No log | 7.65 | 306 | 0.9313 | -0.0787 | 0.9313 | 0.9650 |
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- | No log | 7.7 | 308 | 0.8171 | -0.1994 | 0.8171 | 0.9039 |
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- | No log | 7.75 | 310 | 0.7983 | -0.0532 | 0.7983 | 0.8935 |
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- | No log | 7.8 | 312 | 0.8142 | -0.2008 | 0.8142 | 0.9023 |
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- | No log | 7.85 | 314 | 0.8196 | 0.0061 | 0.8196 | 0.9053 |
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- | No log | 7.9 | 316 | 0.8456 | 0.0030 | 0.8456 | 0.9196 |
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- | No log | 7.95 | 318 | 0.8878 | -0.1515 | 0.8878 | 0.9423 |
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- | No log | 8.0 | 320 | 0.9298 | -0.0303 | 0.9298 | 0.9643 |
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- | No log | 8.05 | 322 | 0.9261 | -0.0359 | 0.9261 | 0.9624 |
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- | No log | 8.1 | 324 | 0.8904 | -0.0955 | 0.8904 | 0.9436 |
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- | No log | 8.15 | 326 | 0.8764 | -0.1277 | 0.8764 | 0.9362 |
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- | No log | 8.2 | 328 | 0.9198 | -0.0939 | 0.9198 | 0.9591 |
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- | No log | 8.25 | 330 | 0.9723 | -0.0690 | 0.9723 | 0.9861 |
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- | No log | 8.3 | 332 | 0.9964 | 0.0309 | 0.9964 | 0.9982 |
218
- | No log | 8.35 | 334 | 0.9461 | 0.0421 | 0.9461 | 0.9727 |
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- | No log | 8.4 | 336 | 0.9206 | 0.0087 | 0.9206 | 0.9595 |
220
- | No log | 8.45 | 338 | 0.9655 | 0.1147 | 0.9655 | 0.9826 |
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- | No log | 8.5 | 340 | 0.9827 | 0.0986 | 0.9827 | 0.9913 |
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- | No log | 8.55 | 342 | 0.8744 | 0.0956 | 0.8744 | 0.9351 |
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- | No log | 8.6 | 344 | 0.7491 | 0.0471 | 0.7491 | 0.8655 |
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- | No log | 8.65 | 346 | 0.7317 | 0.0061 | 0.7317 | 0.8554 |
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- | No log | 8.7 | 348 | 0.7638 | -0.0488 | 0.7638 | 0.8740 |
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- | No log | 8.75 | 350 | 0.8191 | -0.0163 | 0.8191 | 0.9050 |
227
- | No log | 8.8 | 352 | 0.8401 | -0.0163 | 0.8401 | 0.9166 |
228
- | No log | 8.85 | 354 | 0.8436 | -0.0138 | 0.8436 | 0.9185 |
229
- | No log | 8.9 | 356 | 0.8878 | 0.0196 | 0.8878 | 0.9423 |
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- | No log | 8.95 | 358 | 1.0547 | -0.0521 | 1.0547 | 1.0270 |
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- | No log | 9.0 | 360 | 1.1025 | -0.0291 | 1.1025 | 1.0500 |
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- | No log | 9.05 | 362 | 1.0152 | -0.0211 | 1.0152 | 1.0076 |
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- | No log | 9.1 | 364 | 0.8608 | 0.0065 | 0.8608 | 0.9278 |
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- | No log | 9.15 | 366 | 0.7887 | 0.0323 | 0.7887 | 0.8881 |
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- | No log | 9.2 | 368 | 0.8048 | -0.0170 | 0.8048 | 0.8971 |
236
- | No log | 9.25 | 370 | 0.8571 | 0.1239 | 0.8571 | 0.9258 |
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- | No log | 9.3 | 372 | 1.0086 | -0.0892 | 1.0086 | 1.0043 |
238
- | No log | 9.35 | 374 | 1.0425 | -0.0586 | 1.0425 | 1.0210 |
239
- | No log | 9.4 | 376 | 0.9674 | -0.0885 | 0.9674 | 0.9836 |
240
- | No log | 9.45 | 378 | 0.9273 | -0.0076 | 0.9273 | 0.9630 |
241
- | No log | 9.5 | 380 | 0.8926 | -0.0262 | 0.8926 | 0.9448 |
242
- | No log | 9.55 | 382 | 0.9879 | -0.0526 | 0.9879 | 0.9940 |
243
- | No log | 9.6 | 384 | 1.1174 | -0.0320 | 1.1174 | 1.0571 |
244
- | No log | 9.65 | 386 | 1.1052 | -0.0320 | 1.1052 | 1.0513 |
245
- | No log | 9.7 | 388 | 0.9658 | -0.1221 | 0.9658 | 0.9827 |
246
- | No log | 9.75 | 390 | 0.8575 | -0.0870 | 0.8575 | 0.9260 |
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- | No log | 9.8 | 392 | 0.8695 | -0.0661 | 0.8695 | 0.9324 |
248
- | No log | 9.85 | 394 | 0.8474 | -0.1268 | 0.8474 | 0.9206 |
249
- | No log | 9.9 | 396 | 0.8693 | 0.0118 | 0.8693 | 0.9324 |
250
- | No log | 9.95 | 398 | 1.0278 | 0.0404 | 1.0278 | 1.0138 |
251
- | No log | 10.0 | 400 | 1.0613 | 0.0046 | 1.0613 | 1.0302 |
252
- | No log | 10.05 | 402 | 0.9209 | -0.0837 | 0.9209 | 0.9597 |
253
- | No log | 10.1 | 404 | 0.8518 | 0.0028 | 0.8518 | 0.9229 |
254
- | No log | 10.15 | 406 | 0.8689 | 0.0151 | 0.8689 | 0.9322 |
255
- | No log | 10.2 | 408 | 0.8612 | 0.0441 | 0.8612 | 0.9280 |
256
- | No log | 10.25 | 410 | 0.8805 | 0.0196 | 0.8805 | 0.9384 |
257
- | No log | 10.3 | 412 | 0.9635 | -0.1219 | 0.9635 | 0.9816 |
258
- | No log | 10.35 | 414 | 1.0272 | -0.0513 | 1.0272 | 1.0135 |
259
- | No log | 10.4 | 416 | 0.9633 | -0.1217 | 0.9633 | 0.9815 |
260
- | No log | 10.45 | 418 | 0.8620 | 0.0393 | 0.8620 | 0.9284 |
261
- | No log | 10.5 | 420 | 0.8430 | 0.0930 | 0.8430 | 0.9182 |
262
- | No log | 10.55 | 422 | 0.8388 | 0.0700 | 0.8388 | 0.9159 |
263
- | No log | 10.6 | 424 | 0.8456 | 0.0586 | 0.8456 | 0.9196 |
264
- | No log | 10.65 | 426 | 0.8527 | 0.0091 | 0.8527 | 0.9234 |
265
- | No log | 10.7 | 428 | 0.8836 | 0.0304 | 0.8836 | 0.9400 |
266
- | No log | 10.75 | 430 | 0.8878 | 0.0676 | 0.8878 | 0.9422 |
267
- | No log | 10.8 | 432 | 0.8878 | 0.0642 | 0.8878 | 0.9423 |
268
- | No log | 10.85 | 434 | 0.8606 | 0.0642 | 0.8606 | 0.9277 |
269
- | No log | 10.9 | 436 | 0.7905 | 0.1529 | 0.7905 | 0.8891 |
270
- | No log | 10.95 | 438 | 0.8069 | -0.0061 | 0.8069 | 0.8983 |
271
- | No log | 11.0 | 440 | 0.8349 | -0.0037 | 0.8349 | 0.9138 |
272
- | No log | 11.05 | 442 | 0.8353 | 0.0879 | 0.8353 | 0.9139 |
273
- | No log | 11.1 | 444 | 0.9289 | -0.0076 | 0.9289 | 0.9638 |
274
- | No log | 11.15 | 446 | 1.0491 | -0.0236 | 1.0491 | 1.0243 |
275
- | No log | 11.2 | 448 | 1.0305 | -0.0200 | 1.0305 | 1.0151 |
276
- | No log | 11.25 | 450 | 0.9091 | -0.0097 | 0.9091 | 0.9534 |
277
- | No log | 11.3 | 452 | 0.8672 | 0.0424 | 0.8672 | 0.9312 |
278
- | No log | 11.35 | 454 | 0.8392 | 0.0690 | 0.8392 | 0.9161 |
279
- | No log | 11.4 | 456 | 0.8383 | 0.0323 | 0.8383 | 0.9156 |
280
- | No log | 11.45 | 458 | 0.8447 | 0.0289 | 0.8447 | 0.9191 |
281
- | No log | 11.5 | 460 | 0.8464 | 0.0146 | 0.8464 | 0.9200 |
282
- | No log | 11.55 | 462 | 0.8248 | -0.0274 | 0.8248 | 0.9082 |
283
- | No log | 11.6 | 464 | 0.8170 | 0.0999 | 0.8170 | 0.9039 |
284
- | No log | 11.65 | 466 | 0.7918 | -0.1106 | 0.7918 | 0.8898 |
285
- | No log | 11.7 | 468 | 0.7661 | -0.0541 | 0.7661 | 0.8753 |
286
- | No log | 11.75 | 470 | 0.7695 | -0.0541 | 0.7695 | 0.8772 |
287
- | No log | 11.8 | 472 | 0.7919 | -0.0628 | 0.7919 | 0.8899 |
288
- | No log | 11.85 | 474 | 0.9172 | -0.0031 | 0.9172 | 0.9577 |
289
- | No log | 11.9 | 476 | 1.0509 | 0.0026 | 1.0509 | 1.0252 |
290
- | No log | 11.95 | 478 | 1.0307 | 0.0086 | 1.0307 | 1.0152 |
291
- | No log | 12.0 | 480 | 0.9044 | 0.0407 | 0.9044 | 0.9510 |
292
- | No log | 12.05 | 482 | 0.8653 | 0.0139 | 0.8653 | 0.9302 |
293
- | No log | 12.1 | 484 | 0.9013 | 0.0007 | 0.9013 | 0.9494 |
294
- | No log | 12.15 | 486 | 0.8741 | -0.0037 | 0.8741 | 0.9349 |
295
- | No log | 12.2 | 488 | 0.8161 | 0.0893 | 0.8161 | 0.9034 |
296
- | No log | 12.25 | 490 | 0.8368 | 0.0146 | 0.8368 | 0.9148 |
297
- | No log | 12.3 | 492 | 0.9056 | -0.0486 | 0.9056 | 0.9516 |
298
- | No log | 12.35 | 494 | 0.8654 | 0.0424 | 0.8654 | 0.9303 |
299
- | No log | 12.4 | 496 | 0.8424 | 0.0913 | 0.8424 | 0.9178 |
300
- | No log | 12.45 | 498 | 0.7820 | -0.0170 | 0.7820 | 0.8843 |
301
- | 0.3498 | 12.5 | 500 | 0.7561 | -0.0118 | 0.7561 | 0.8695 |
302
- | 0.3498 | 12.55 | 502 | 0.7464 | -0.0062 | 0.7464 | 0.8640 |
303
- | 0.3498 | 12.6 | 504 | 0.7905 | -0.0406 | 0.7905 | 0.8891 |
304
- | 0.3498 | 12.65 | 506 | 0.8108 | -0.0385 | 0.8108 | 0.9005 |
305
- | 0.3498 | 12.7 | 508 | 0.7808 | -0.0406 | 0.7808 | 0.8836 |
306
- | 0.3498 | 12.75 | 510 | 0.7581 | 0.0414 | 0.7581 | 0.8707 |
307
- | 0.3498 | 12.8 | 512 | 0.9350 | 0.1193 | 0.9350 | 0.9669 |
308
- | 0.3498 | 12.85 | 514 | 1.1432 | -0.0586 | 1.1432 | 1.0692 |
309
- | 0.3498 | 12.9 | 516 | 1.0655 | -0.0539 | 1.0655 | 1.0323 |
310
- | 0.3498 | 12.95 | 518 | 0.8714 | -0.0283 | 0.8714 | 0.9335 |
311
- | 0.3498 | 13.0 | 520 | 0.8390 | 0.0145 | 0.8390 | 0.9160 |
312
- | 0.3498 | 13.05 | 522 | 0.8596 | 0.0123 | 0.8596 | 0.9271 |
313
- | 0.3498 | 13.1 | 524 | 0.8658 | -0.0711 | 0.8658 | 0.9305 |
314
- | 0.3498 | 13.15 | 526 | 0.8738 | -0.2236 | 0.8738 | 0.9347 |
315
- | 0.3498 | 13.2 | 528 | 0.9604 | 0.0250 | 0.9604 | 0.9800 |
316
- | 0.3498 | 13.25 | 530 | 1.0659 | -0.0597 | 1.0659 | 1.0324 |
317
- | 0.3498 | 13.3 | 532 | 1.0364 | -0.0228 | 1.0364 | 1.0180 |
318
- | 0.3498 | 13.35 | 534 | 0.9549 | 0.0618 | 0.9549 | 0.9772 |
319
- | 0.3498 | 13.4 | 536 | 0.8319 | -0.1126 | 0.8319 | 0.9121 |
320
- | 0.3498 | 13.45 | 538 | 0.8076 | 0.0926 | 0.8076 | 0.8986 |
321
- | 0.3498 | 13.5 | 540 | 0.8095 | -0.0506 | 0.8095 | 0.8997 |
322
- | 0.3498 | 13.55 | 542 | 0.8087 | -0.1610 | 0.8087 | 0.8993 |
323
- | 0.3498 | 13.6 | 544 | 0.8168 | -0.1580 | 0.8168 | 0.9038 |
324
- | 0.3498 | 13.65 | 546 | 0.8663 | 0.0118 | 0.8663 | 0.9308 |
325
- | 0.3498 | 13.7 | 548 | 0.9022 | 0.0040 | 0.9022 | 0.9498 |
326
- | 0.3498 | 13.75 | 550 | 0.9149 | 0.0040 | 0.9149 | 0.9565 |
327
- | 0.3498 | 13.8 | 552 | 0.8510 | 0.0118 | 0.8510 | 0.9225 |
328
- | 0.3498 | 13.85 | 554 | 0.7843 | 0.0922 | 0.7843 | 0.8856 |
329
- | 0.3498 | 13.9 | 556 | 0.7707 | 0.0978 | 0.7707 | 0.8779 |
330
- | 0.3498 | 13.95 | 558 | 0.7391 | 0.0414 | 0.7391 | 0.8597 |
331
- | 0.3498 | 14.0 | 560 | 0.7452 | 0.0338 | 0.7452 | 0.8633 |
332
- | 0.3498 | 14.05 | 562 | 0.7955 | 0.0611 | 0.7955 | 0.8919 |
333
- | 0.3498 | 14.1 | 564 | 0.8945 | 0.0407 | 0.8945 | 0.9458 |
334
- | 0.3498 | 14.15 | 566 | 0.9827 | -0.0118 | 0.9827 | 0.9913 |
335
- | 0.3498 | 14.2 | 568 | 0.9865 | -0.1230 | 0.9865 | 0.9932 |
336
- | 0.3498 | 14.25 | 570 | 0.9572 | -0.2310 | 0.9572 | 0.9784 |
337
- | 0.3498 | 14.3 | 572 | 0.9056 | -0.0743 | 0.9056 | 0.9516 |
338
- | 0.3498 | 14.35 | 574 | 0.8606 | -0.0170 | 0.8606 | 0.9277 |
339
- | 0.3498 | 14.4 | 576 | 0.8375 | -0.1860 | 0.8375 | 0.9151 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
340
 
341
 
342
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task3_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_k17_task3_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.9264
19
+ - Qwk: -0.0828
20
+ - Mse: 0.9264
21
+ - Rmse: 0.9625
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0465 | 2 | 3.8746 | -0.0057 | 3.8746 | 1.9684 |
53
+ | No log | 0.0930 | 4 | 2.1270 | 0.0104 | 2.1270 | 1.4584 |
54
+ | No log | 0.1395 | 6 | 1.6808 | 0.0560 | 1.6808 | 1.2965 |
55
+ | No log | 0.1860 | 8 | 1.4260 | 0.0230 | 1.4260 | 1.1942 |
56
+ | No log | 0.2326 | 10 | 1.0257 | -0.1632 | 1.0257 | 1.0128 |
57
+ | No log | 0.2791 | 12 | 0.8937 | -0.1253 | 0.8937 | 0.9454 |
58
+ | No log | 0.3256 | 14 | 1.1692 | 0.0119 | 1.1692 | 1.0813 |
59
+ | No log | 0.3721 | 16 | 1.7046 | -0.0271 | 1.7046 | 1.3056 |
60
+ | No log | 0.4186 | 18 | 1.6561 | 0.0 | 1.6561 | 1.2869 |
61
+ | No log | 0.4651 | 20 | 1.3765 | 0.0 | 1.3765 | 1.1733 |
62
+ | No log | 0.5116 | 22 | 1.0437 | 0.0279 | 1.0437 | 1.0216 |
63
+ | No log | 0.5581 | 24 | 0.9838 | 0.0083 | 0.9838 | 0.9919 |
64
+ | No log | 0.6047 | 26 | 0.8897 | -0.1265 | 0.8897 | 0.9432 |
65
+ | No log | 0.6512 | 28 | 0.7826 | -0.0101 | 0.7826 | 0.8846 |
66
+ | No log | 0.6977 | 30 | 0.7472 | 0.0 | 0.7472 | 0.8644 |
67
+ | No log | 0.7442 | 32 | 0.8298 | -0.2278 | 0.8298 | 0.9110 |
68
+ | No log | 0.7907 | 34 | 1.0278 | -0.1019 | 1.0278 | 1.0138 |
69
+ | No log | 0.8372 | 36 | 1.0332 | -0.0133 | 1.0332 | 1.0165 |
70
+ | No log | 0.8837 | 38 | 1.0292 | -0.0411 | 1.0292 | 1.0145 |
71
+ | No log | 0.9302 | 40 | 1.0409 | -0.0704 | 1.0409 | 1.0202 |
72
+ | No log | 0.9767 | 42 | 1.0606 | -0.0149 | 1.0606 | 1.0298 |
73
+ | No log | 1.0233 | 44 | 0.9490 | -0.1282 | 0.9490 | 0.9742 |
74
+ | No log | 1.0698 | 46 | 0.9441 | -0.0977 | 0.9441 | 0.9717 |
75
+ | No log | 1.1163 | 48 | 1.0271 | -0.0728 | 1.0271 | 1.0135 |
76
+ | No log | 1.1628 | 50 | 1.0936 | -0.0728 | 1.0936 | 1.0458 |
77
+ | No log | 1.2093 | 52 | 1.0124 | -0.0899 | 1.0124 | 1.0062 |
78
+ | No log | 1.2558 | 54 | 0.8900 | -0.0008 | 0.8900 | 0.9434 |
79
+ | No log | 1.3023 | 56 | 0.9806 | -0.0854 | 0.9806 | 0.9902 |
80
+ | No log | 1.3488 | 58 | 1.1475 | -0.0720 | 1.1475 | 1.0712 |
81
+ | No log | 1.3953 | 60 | 1.1381 | -0.0468 | 1.1381 | 1.0668 |
82
+ | No log | 1.4419 | 62 | 1.1597 | -0.0457 | 1.1597 | 1.0769 |
83
+ | No log | 1.4884 | 64 | 0.9960 | -0.1226 | 0.9960 | 0.9980 |
84
+ | No log | 1.5349 | 66 | 0.9226 | 0.0188 | 0.9226 | 0.9605 |
85
+ | No log | 1.5814 | 68 | 0.9944 | -0.0439 | 0.9944 | 0.9972 |
86
+ | No log | 1.6279 | 70 | 1.1463 | -0.1092 | 1.1463 | 1.0707 |
87
+ | No log | 1.6744 | 72 | 1.3873 | -0.1566 | 1.3873 | 1.1779 |
88
+ | No log | 1.7209 | 74 | 1.4522 | -0.1461 | 1.4522 | 1.2051 |
89
+ | No log | 1.7674 | 76 | 1.1870 | -0.0253 | 1.1870 | 1.0895 |
90
+ | No log | 1.8140 | 78 | 1.0671 | -0.0545 | 1.0671 | 1.0330 |
91
+ | No log | 1.8605 | 80 | 0.9578 | 0.0476 | 0.9578 | 0.9787 |
92
+ | No log | 1.9070 | 82 | 0.7637 | 0.1627 | 0.7637 | 0.8739 |
93
+ | No log | 1.9535 | 84 | 0.7463 | 0.1691 | 0.7463 | 0.8639 |
94
+ | No log | 2.0 | 86 | 0.9132 | -0.0056 | 0.9132 | 0.9556 |
95
+ | No log | 2.0465 | 88 | 1.3593 | -0.0209 | 1.3593 | 1.1659 |
96
+ | No log | 2.0930 | 90 | 1.6832 | 0.0756 | 1.6832 | 1.2974 |
97
+ | No log | 2.1395 | 92 | 1.4866 | -0.0253 | 1.4866 | 1.2193 |
98
+ | No log | 2.1860 | 94 | 1.1460 | -0.0992 | 1.1460 | 1.0705 |
99
+ | No log | 2.2326 | 96 | 0.9173 | -0.0163 | 0.9173 | 0.9578 |
100
+ | No log | 2.2791 | 98 | 0.9201 | 0.0748 | 0.9201 | 0.9592 |
101
+ | No log | 2.3256 | 100 | 1.2842 | 0.0283 | 1.2842 | 1.1332 |
102
+ | No log | 2.3721 | 102 | 1.6574 | 0.0322 | 1.6574 | 1.2874 |
103
+ | No log | 2.4186 | 104 | 1.4775 | 0.0468 | 1.4775 | 1.2155 |
104
+ | No log | 2.4651 | 106 | 1.4069 | 0.0237 | 1.4069 | 1.1861 |
105
+ | No log | 2.5116 | 108 | 1.1184 | 0.0587 | 1.1184 | 1.0576 |
106
+ | No log | 2.5581 | 110 | 0.8760 | 0.0289 | 0.8760 | 0.9359 |
107
+ | No log | 2.6047 | 112 | 0.9389 | -0.0035 | 0.9389 | 0.9690 |
108
+ | No log | 2.6512 | 114 | 0.9274 | 0.0022 | 0.9274 | 0.9630 |
109
+ | No log | 2.6977 | 116 | 1.1474 | -0.0169 | 1.1474 | 1.0712 |
110
+ | No log | 2.7442 | 118 | 1.5133 | -0.0105 | 1.5133 | 1.2302 |
111
+ | No log | 2.7907 | 120 | 1.5245 | 0.0140 | 1.5245 | 1.2347 |
112
+ | No log | 2.8372 | 122 | 1.3666 | -0.0029 | 1.3666 | 1.1690 |
113
+ | No log | 2.8837 | 124 | 1.1172 | -0.0211 | 1.1172 | 1.0570 |
114
+ | No log | 2.9302 | 126 | 0.9981 | -0.0260 | 0.9981 | 0.9991 |
115
+ | No log | 2.9767 | 128 | 1.0349 | -0.0178 | 1.0349 | 1.0173 |
116
+ | No log | 3.0233 | 130 | 1.1812 | -0.0094 | 1.1812 | 1.0868 |
117
+ | No log | 3.0698 | 132 | 1.4659 | -0.0883 | 1.4659 | 1.2108 |
118
+ | No log | 3.1163 | 134 | 1.5141 | -0.1201 | 1.5141 | 1.2305 |
119
+ | No log | 3.1628 | 136 | 1.2491 | -0.0181 | 1.2491 | 1.1176 |
120
+ | No log | 3.2093 | 138 | 1.0348 | 0.0168 | 1.0348 | 1.0173 |
121
+ | No log | 3.2558 | 140 | 0.9874 | -0.0021 | 0.9874 | 0.9937 |
122
+ | No log | 3.3023 | 142 | 1.0503 | 0.0529 | 1.0503 | 1.0248 |
123
+ | No log | 3.3488 | 144 | 1.5143 | 0.0513 | 1.5143 | 1.2306 |
124
+ | No log | 3.3953 | 146 | 2.1213 | 0.0425 | 2.1213 | 1.4565 |
125
+ | No log | 3.4419 | 148 | 1.9418 | 0.0317 | 1.9418 | 1.3935 |
126
+ | No log | 3.4884 | 150 | 1.4577 | 0.0035 | 1.4577 | 1.2073 |
127
+ | No log | 3.5349 | 152 | 1.1234 | 0.1362 | 1.1234 | 1.0599 |
128
+ | No log | 3.5814 | 154 | 1.0499 | 0.0064 | 1.0499 | 1.0246 |
129
+ | No log | 3.6279 | 156 | 1.0630 | -0.0816 | 1.0630 | 1.0310 |
130
+ | No log | 3.6744 | 158 | 1.0691 | -0.0903 | 1.0691 | 1.0340 |
131
+ | No log | 3.7209 | 160 | 1.3209 | 0.0448 | 1.3209 | 1.1493 |
132
+ | No log | 3.7674 | 162 | 1.6235 | -0.0719 | 1.6235 | 1.2741 |
133
+ | No log | 3.8140 | 164 | 1.6645 | -0.0938 | 1.6645 | 1.2902 |
134
+ | No log | 3.8605 | 166 | 1.6999 | -0.0966 | 1.6999 | 1.3038 |
135
+ | No log | 3.9070 | 168 | 1.5135 | -0.0966 | 1.5135 | 1.2303 |
136
+ | No log | 3.9535 | 170 | 1.2714 | 0.0860 | 1.2714 | 1.1276 |
137
+ | No log | 4.0 | 172 | 1.1391 | 0.0860 | 1.1391 | 1.0673 |
138
+ | No log | 4.0465 | 174 | 1.1523 | 0.0899 | 1.1523 | 1.0735 |
139
+ | No log | 4.0930 | 176 | 1.1953 | 0.0760 | 1.1953 | 1.0933 |
140
+ | No log | 4.1395 | 178 | 1.3814 | -0.0165 | 1.3814 | 1.1753 |
141
+ | No log | 4.1860 | 180 | 1.4955 | -0.0473 | 1.4955 | 1.2229 |
142
+ | No log | 4.2326 | 182 | 1.3740 | -0.0460 | 1.3740 | 1.1722 |
143
+ | No log | 4.2791 | 184 | 1.2671 | 0.0200 | 1.2671 | 1.1257 |
144
+ | No log | 4.3256 | 186 | 1.2266 | 0.0200 | 1.2266 | 1.1075 |
145
+ | No log | 4.3721 | 188 | 1.1272 | 0.0668 | 1.1272 | 1.0617 |
146
+ | No log | 4.4186 | 190 | 1.0582 | 0.0078 | 1.0582 | 1.0287 |
147
+ | No log | 4.4651 | 192 | 0.9932 | -0.0453 | 0.9932 | 0.9966 |
148
+ | No log | 4.5116 | 194 | 0.9792 | -0.0453 | 0.9792 | 0.9895 |
149
+ | No log | 4.5581 | 196 | 1.0646 | 0.0324 | 1.0646 | 1.0318 |
150
+ | No log | 4.6047 | 198 | 1.3538 | 0.0061 | 1.3538 | 1.1635 |
151
+ | No log | 4.6512 | 200 | 1.7909 | 0.0026 | 1.7909 | 1.3382 |
152
+ | No log | 4.6977 | 202 | 1.7923 | 0.0038 | 1.7923 | 1.3388 |
153
+ | No log | 4.7442 | 204 | 1.4181 | 0.0428 | 1.4181 | 1.1909 |
154
+ | No log | 4.7907 | 206 | 1.0550 | 0.0692 | 1.0550 | 1.0271 |
155
+ | No log | 4.8372 | 208 | 0.8549 | 0.0041 | 0.8549 | 0.9246 |
156
+ | No log | 4.8837 | 210 | 0.7897 | 0.0600 | 0.7897 | 0.8886 |
157
+ | No log | 4.9302 | 212 | 0.8453 | 0.0909 | 0.8453 | 0.9194 |
158
+ | No log | 4.9767 | 214 | 0.9595 | 0.1196 | 0.9595 | 0.9795 |
159
+ | No log | 5.0233 | 216 | 0.9527 | 0.0438 | 0.9527 | 0.9761 |
160
+ | No log | 5.0698 | 218 | 0.9191 | 0.0961 | 0.9191 | 0.9587 |
161
+ | No log | 5.1163 | 220 | 1.0305 | 0.1268 | 1.0305 | 1.0151 |
162
+ | No log | 5.1628 | 222 | 1.1248 | 0.1839 | 1.1248 | 1.0606 |
163
+ | No log | 5.2093 | 224 | 1.1922 | 0.1077 | 1.1922 | 1.0919 |
164
+ | No log | 5.2558 | 226 | 1.4800 | 0.0167 | 1.4800 | 1.2165 |
165
+ | No log | 5.3023 | 228 | 1.4964 | 0.0133 | 1.4964 | 1.2233 |
166
+ | No log | 5.3488 | 230 | 1.1464 | 0.1399 | 1.1464 | 1.0707 |
167
+ | No log | 5.3953 | 232 | 0.8314 | 0.0123 | 0.8314 | 0.9118 |
168
+ | No log | 5.4419 | 234 | 0.8060 | -0.1121 | 0.8060 | 0.8978 |
169
+ | No log | 5.4884 | 236 | 0.8149 | -0.0686 | 0.8149 | 0.9027 |
170
+ | No log | 5.5349 | 238 | 0.8363 | -0.0283 | 0.8363 | 0.9145 |
171
+ | No log | 5.5814 | 240 | 1.0831 | 0.0596 | 1.0831 | 1.0407 |
172
+ | No log | 5.6279 | 242 | 1.3049 | 0.1086 | 1.3049 | 1.1423 |
173
+ | No log | 5.6744 | 244 | 1.2924 | 0.1389 | 1.2924 | 1.1369 |
174
+ | No log | 5.7209 | 246 | 1.0085 | 0.0692 | 1.0085 | 1.0042 |
175
+ | No log | 5.7674 | 248 | 0.8832 | 0.0146 | 0.8832 | 0.9398 |
176
+ | No log | 5.8140 | 250 | 0.9127 | 0.0880 | 0.9127 | 0.9554 |
177
+ | No log | 5.8605 | 252 | 0.9623 | 0.1188 | 0.9623 | 0.9810 |
178
+ | No log | 5.9070 | 254 | 0.9988 | 0.0348 | 0.9988 | 0.9994 |
179
+ | No log | 5.9535 | 256 | 1.0974 | 0.0605 | 1.0974 | 1.0476 |
180
+ | No log | 6.0 | 258 | 1.0912 | 0.0605 | 1.0912 | 1.0446 |
181
+ | No log | 6.0465 | 260 | 0.9952 | 0.0081 | 0.9952 | 0.9976 |
182
+ | No log | 6.0930 | 262 | 0.9813 | 0.0181 | 0.9813 | 0.9906 |
183
+ | No log | 6.1395 | 264 | 0.9789 | 0.0403 | 0.9789 | 0.9894 |
184
+ | No log | 6.1860 | 266 | 1.1739 | 0.0175 | 1.1739 | 1.0835 |
185
+ | No log | 6.2326 | 268 | 1.3136 | 0.0089 | 1.3136 | 1.1461 |
186
+ | No log | 6.2791 | 270 | 1.3347 | 0.0569 | 1.3347 | 1.1553 |
187
+ | No log | 6.3256 | 272 | 1.1895 | 0.0764 | 1.1895 | 1.0906 |
188
+ | No log | 6.3721 | 274 | 0.9660 | 0.0348 | 0.9660 | 0.9829 |
189
+ | No log | 6.4186 | 276 | 0.8989 | 0.0392 | 0.8989 | 0.9481 |
190
+ | No log | 6.4651 | 278 | 0.9451 | 0.0642 | 0.9451 | 0.9722 |
191
+ | No log | 6.5116 | 280 | 0.9551 | 0.0486 | 0.9551 | 0.9773 |
192
+ | No log | 6.5581 | 282 | 0.9704 | 0.0515 | 0.9704 | 0.9851 |
193
+ | No log | 6.6047 | 284 | 0.9900 | 0.0207 | 0.9900 | 0.9950 |
194
+ | No log | 6.6512 | 286 | 0.8808 | 0.0917 | 0.8808 | 0.9385 |
195
+ | No log | 6.6977 | 288 | 0.9135 | -0.0207 | 0.9135 | 0.9557 |
196
+ | No log | 6.7442 | 290 | 0.9559 | -0.0215 | 0.9559 | 0.9777 |
197
+ | No log | 6.7907 | 292 | 1.0237 | 0.0336 | 1.0237 | 1.0118 |
198
+ | No log | 6.8372 | 294 | 1.1484 | 0.0502 | 1.1484 | 1.0716 |
199
+ | No log | 6.8837 | 296 | 0.9698 | 0.0786 | 0.9698 | 0.9848 |
200
+ | No log | 6.9302 | 298 | 0.7793 | 0.0282 | 0.7793 | 0.8828 |
201
+ | No log | 6.9767 | 300 | 0.8842 | -0.0061 | 0.8842 | 0.9403 |
202
+ | No log | 7.0233 | 302 | 1.0768 | -0.0079 | 1.0768 | 1.0377 |
203
+ | No log | 7.0698 | 304 | 1.0388 | -0.0521 | 1.0388 | 1.0192 |
204
+ | No log | 7.1163 | 306 | 0.8588 | -0.0280 | 0.8588 | 0.9267 |
205
+ | No log | 7.1628 | 308 | 0.9199 | 0.0525 | 0.9199 | 0.9591 |
206
+ | No log | 7.2093 | 310 | 1.1956 | 0.1044 | 1.1956 | 1.0934 |
207
+ | No log | 7.2558 | 312 | 1.1933 | 0.0729 | 1.1933 | 1.0924 |
208
+ | No log | 7.3023 | 314 | 1.0028 | 0.1065 | 1.0028 | 1.0014 |
209
+ | No log | 7.3488 | 316 | 0.8370 | -0.0209 | 0.8370 | 0.9149 |
210
+ | No log | 7.3953 | 318 | 0.8709 | 0.0376 | 0.8709 | 0.9332 |
211
+ | No log | 7.4419 | 320 | 0.8926 | -0.0149 | 0.8926 | 0.9448 |
212
+ | No log | 7.4884 | 322 | 1.0492 | 0.0719 | 1.0492 | 1.0243 |
213
+ | No log | 7.5349 | 324 | 1.2198 | 0.0331 | 1.2198 | 1.1045 |
214
+ | No log | 7.5814 | 326 | 1.1459 | 0.0659 | 1.1459 | 1.0705 |
215
+ | No log | 7.6279 | 328 | 0.9283 | 0.0642 | 0.9283 | 0.9635 |
216
+ | No log | 7.6744 | 330 | 0.8897 | 0.0407 | 0.8897 | 0.9432 |
217
+ | No log | 7.7209 | 332 | 0.9433 | 0.1445 | 0.9433 | 0.9712 |
218
+ | No log | 7.7674 | 334 | 1.0773 | 0.0486 | 1.0773 | 1.0379 |
219
+ | No log | 7.8140 | 336 | 1.0933 | 0.0810 | 1.0933 | 1.0456 |
220
+ | No log | 7.8605 | 338 | 0.9937 | 0.0636 | 0.9937 | 0.9968 |
221
+ | No log | 7.9070 | 340 | 0.9282 | -0.0215 | 0.9282 | 0.9634 |
222
+ | No log | 7.9535 | 342 | 0.9552 | 0.0676 | 0.9552 | 0.9773 |
223
+ | No log | 8.0 | 344 | 1.0824 | 0.0498 | 1.0824 | 1.0404 |
224
+ | No log | 8.0465 | 346 | 1.1404 | 0.0443 | 1.1404 | 1.0679 |
225
+ | No log | 8.0930 | 348 | 1.1069 | 0.0129 | 1.1069 | 1.0521 |
226
+ | No log | 8.1395 | 350 | 0.9218 | 0.0711 | 0.9218 | 0.9601 |
227
+ | No log | 8.1860 | 352 | 0.8942 | 0.0786 | 0.8942 | 0.9456 |
228
+ | No log | 8.2326 | 354 | 0.9646 | 0.0676 | 0.9646 | 0.9821 |
229
+ | No log | 8.2791 | 356 | 1.1748 | 0.0979 | 1.1748 | 1.0839 |
230
+ | No log | 8.3256 | 358 | 1.2338 | 0.0258 | 1.2338 | 1.1108 |
231
+ | No log | 8.3721 | 360 | 1.0694 | 0.0839 | 1.0694 | 1.0341 |
232
+ | No log | 8.4186 | 362 | 0.8532 | 0.0456 | 0.8532 | 0.9237 |
233
+ | No log | 8.4651 | 364 | 0.8526 | -0.0978 | 0.8526 | 0.9234 |
234
+ | No log | 8.5116 | 366 | 0.8877 | 0.0880 | 0.8877 | 0.9422 |
235
+ | No log | 8.5581 | 368 | 1.0500 | 0.0587 | 1.0500 | 1.0247 |
236
+ | No log | 8.6047 | 370 | 1.2257 | 0.0835 | 1.2257 | 1.1071 |
237
+ | No log | 8.6512 | 372 | 1.1550 | 0.0481 | 1.1550 | 1.0747 |
238
+ | No log | 8.6977 | 374 | 0.9806 | 0.0847 | 0.9806 | 0.9903 |
239
+ | No log | 8.7442 | 376 | 0.9424 | -0.1006 | 0.9424 | 0.9708 |
240
+ | No log | 8.7907 | 378 | 0.9424 | -0.1308 | 0.9424 | 0.9708 |
241
+ | No log | 8.8372 | 380 | 0.8905 | -0.0844 | 0.8905 | 0.9437 |
242
+ | No log | 8.8837 | 382 | 0.9216 | 0.0424 | 0.9216 | 0.9600 |
243
+ | No log | 8.9302 | 384 | 1.0063 | 0.1311 | 1.0063 | 1.0031 |
244
+ | No log | 8.9767 | 386 | 1.0161 | 0.1225 | 1.0161 | 1.0080 |
245
+ | No log | 9.0233 | 388 | 1.1440 | 0.0977 | 1.1440 | 1.0696 |
246
+ | No log | 9.0698 | 390 | 1.1716 | 0.0666 | 1.1716 | 1.0824 |
247
+ | No log | 9.1163 | 392 | 1.0392 | 0.0249 | 1.0392 | 1.0194 |
248
+ | No log | 9.1628 | 394 | 0.9333 | -0.0595 | 0.9333 | 0.9661 |
249
+ | No log | 9.2093 | 396 | 0.8975 | -0.0605 | 0.8975 | 0.9474 |
250
+ | No log | 9.2558 | 398 | 0.8788 | 0.0068 | 0.8788 | 0.9374 |
251
+ | No log | 9.3023 | 400 | 0.9124 | 0.0346 | 0.9124 | 0.9552 |
252
+ | No log | 9.3488 | 402 | 1.0919 | 0.1042 | 1.0919 | 1.0450 |
253
+ | No log | 9.3953 | 404 | 1.1094 | 0.0687 | 1.1094 | 1.0533 |
254
+ | No log | 9.4419 | 406 | 0.9868 | 0.0711 | 0.9868 | 0.9934 |
255
+ | No log | 9.4884 | 408 | 0.9086 | -0.0408 | 0.9086 | 0.9532 |
256
+ | No log | 9.5349 | 410 | 0.9238 | -0.0031 | 0.9238 | 0.9612 |
257
+ | No log | 9.5814 | 412 | 1.0562 | 0.0587 | 1.0562 | 1.0277 |
258
+ | No log | 9.6279 | 414 | 1.2763 | 0.0521 | 1.2763 | 1.1298 |
259
+ | No log | 9.6744 | 416 | 1.2610 | 0.0506 | 1.2610 | 1.1229 |
260
+ | No log | 9.7209 | 418 | 1.0451 | 0.0556 | 1.0451 | 1.0223 |
261
+ | No log | 9.7674 | 420 | 0.8901 | -0.0767 | 0.8901 | 0.9435 |
262
+ | No log | 9.8140 | 422 | 0.8791 | -0.0767 | 0.8791 | 0.9376 |
263
+ | No log | 9.8605 | 424 | 0.9508 | 0.0362 | 0.9508 | 0.9751 |
264
+ | No log | 9.9070 | 426 | 1.0512 | 0.1184 | 1.0512 | 1.0253 |
265
+ | No log | 9.9535 | 428 | 1.0813 | 0.0852 | 1.0813 | 1.0398 |
266
+ | No log | 10.0 | 430 | 1.0073 | 0.1297 | 1.0073 | 1.0037 |
267
+ | No log | 10.0465 | 432 | 1.0289 | 0.1297 | 1.0289 | 1.0144 |
268
+ | No log | 10.0930 | 434 | 1.0612 | 0.1594 | 1.0612 | 1.0301 |
269
+ | No log | 10.1395 | 436 | 1.1055 | 0.1148 | 1.1055 | 1.0514 |
270
+ | No log | 10.1860 | 438 | 0.9435 | 0.1065 | 0.9435 | 0.9713 |
271
+ | No log | 10.2326 | 440 | 0.8854 | 0.0456 | 0.8854 | 0.9410 |
272
+ | No log | 10.2791 | 442 | 0.9230 | 0.0333 | 0.9230 | 0.9607 |
273
+ | No log | 10.3256 | 444 | 1.0401 | 0.0526 | 1.0401 | 1.0198 |
274
+ | No log | 10.3721 | 446 | 1.1871 | -0.0013 | 1.1871 | 1.0895 |
275
+ | No log | 10.4186 | 448 | 1.1312 | -0.0013 | 1.1312 | 1.0636 |
276
+ | No log | 10.4651 | 450 | 0.9247 | -0.0076 | 0.9247 | 0.9616 |
277
+ | No log | 10.5116 | 452 | 0.9105 | -0.0985 | 0.9105 | 0.9542 |
278
+ | No log | 10.5581 | 454 | 0.9422 | -0.0744 | 0.9422 | 0.9707 |
279
+ | No log | 10.6047 | 456 | 0.9184 | -0.0991 | 0.9184 | 0.9583 |
280
+ | No log | 10.6512 | 458 | 0.9379 | -0.0008 | 0.9379 | 0.9684 |
281
+ | No log | 10.6977 | 460 | 1.1418 | 0.0778 | 1.1418 | 1.0685 |
282
+ | No log | 10.7442 | 462 | 1.1337 | 0.0778 | 1.1337 | 1.0647 |
283
+ | No log | 10.7907 | 464 | 0.9411 | -0.0031 | 0.9411 | 0.9701 |
284
+ | No log | 10.8372 | 466 | 0.9085 | -0.0844 | 0.9085 | 0.9532 |
285
+ | No log | 10.8837 | 468 | 0.9039 | -0.0741 | 0.9039 | 0.9507 |
286
+ | No log | 10.9302 | 470 | 0.8483 | -0.1939 | 0.8483 | 0.9210 |
287
+ | No log | 10.9767 | 472 | 0.8154 | -0.0390 | 0.8154 | 0.9030 |
288
+ | No log | 11.0233 | 474 | 0.8532 | -0.0008 | 0.8532 | 0.9237 |
289
+ | No log | 11.0698 | 476 | 0.8711 | -0.0056 | 0.8711 | 0.9333 |
290
+ | No log | 11.1163 | 478 | 0.8673 | -0.0373 | 0.8673 | 0.9313 |
291
+ | No log | 11.1628 | 480 | 0.8837 | -0.0376 | 0.8837 | 0.9401 |
292
+ | No log | 11.2093 | 482 | 0.8971 | 0.0377 | 0.8971 | 0.9472 |
293
+ | No log | 11.2558 | 484 | 0.9171 | 0.0627 | 0.9171 | 0.9576 |
294
+ | No log | 11.3023 | 486 | 1.0539 | 0.0486 | 1.0539 | 1.0266 |
295
+ | No log | 11.3488 | 488 | 1.0209 | 0.0778 | 1.0209 | 1.0104 |
296
+ | No log | 11.3953 | 490 | 0.8952 | 0.0576 | 0.8952 | 0.9462 |
297
+ | No log | 11.4419 | 492 | 0.8151 | 0.1243 | 0.8151 | 0.9028 |
298
+ | No log | 11.4884 | 494 | 0.8330 | 0.0786 | 0.8330 | 0.9127 |
299
+ | No log | 11.5349 | 496 | 0.7898 | 0.1291 | 0.7898 | 0.8887 |
300
+ | No log | 11.5814 | 498 | 0.7994 | -0.0295 | 0.7994 | 0.8941 |
301
+ | 0.3718 | 11.6279 | 500 | 0.8231 | -0.0731 | 0.8231 | 0.9072 |
302
+ | 0.3718 | 11.6744 | 502 | 0.8242 | -0.0743 | 0.8242 | 0.9079 |
303
+ | 0.3718 | 11.7209 | 504 | 0.8383 | 0.0793 | 0.8383 | 0.9156 |
304
+ | 0.3718 | 11.7674 | 506 | 0.8621 | 0.0609 | 0.8621 | 0.9285 |
305
+ | 0.3718 | 11.8140 | 508 | 0.8649 | 0.0642 | 0.8649 | 0.9300 |
306
+ | 0.3718 | 11.8605 | 510 | 0.9147 | 0.0609 | 0.9147 | 0.9564 |
307
+ | 0.3718 | 11.9070 | 512 | 0.9062 | 0.0609 | 0.9062 | 0.9519 |
308
+ | 0.3718 | 11.9535 | 514 | 0.9488 | 0.0250 | 0.9488 | 0.9741 |
309
+ | 0.3718 | 12.0 | 516 | 0.9135 | 0.0719 | 0.9135 | 0.9558 |
310
+ | 0.3718 | 12.0465 | 518 | 0.8901 | 0.0727 | 0.8901 | 0.9435 |
311
+ | 0.3718 | 12.0930 | 520 | 0.9037 | 0.0719 | 0.9037 | 0.9507 |
312
+ | 0.3718 | 12.1395 | 522 | 0.9207 | 0.0684 | 0.9207 | 0.9595 |
313
+ | 0.3718 | 12.1860 | 524 | 0.9455 | 0.0676 | 0.9455 | 0.9724 |
314
+ | 0.3718 | 12.2326 | 526 | 0.8840 | 0.0392 | 0.8840 | 0.9402 |
315
+ | 0.3718 | 12.2791 | 528 | 0.8860 | -0.0240 | 0.8860 | 0.9413 |
316
+ | 0.3718 | 12.3256 | 530 | 0.8981 | -0.0186 | 0.8981 | 0.9477 |
317
+ | 0.3718 | 12.3721 | 532 | 0.9049 | 0.0362 | 0.9049 | 0.9512 |
318
+ | 0.3718 | 12.4186 | 534 | 0.9059 | 0.0304 | 0.9059 | 0.9518 |
319
+ | 0.3718 | 12.4651 | 536 | 0.9063 | 0.0304 | 0.9063 | 0.9520 |
320
+ | 0.3718 | 12.5116 | 538 | 0.8899 | 0.0333 | 0.8899 | 0.9433 |
321
+ | 0.3718 | 12.5581 | 540 | 0.8740 | 0.0333 | 0.8740 | 0.9349 |
322
+ | 0.3718 | 12.6047 | 542 | 0.8900 | 0.0333 | 0.8900 | 0.9434 |
323
+ | 0.3718 | 12.6512 | 544 | 0.8922 | -0.0605 | 0.8922 | 0.9446 |
324
+ | 0.3718 | 12.6977 | 546 | 0.9015 | -0.0073 | 0.9015 | 0.9495 |
325
+ | 0.3718 | 12.7442 | 548 | 0.8927 | -0.0023 | 0.8927 | 0.9448 |
326
+ | 0.3718 | 12.7907 | 550 | 0.8619 | -0.0629 | 0.8619 | 0.9284 |
327
+ | 0.3718 | 12.8372 | 552 | 0.8830 | 0.0016 | 0.8830 | 0.9397 |
328
+ | 0.3718 | 12.8837 | 554 | 1.0901 | -0.0200 | 1.0901 | 1.0441 |
329
+ | 0.3718 | 12.9302 | 556 | 1.1476 | -0.0595 | 1.1476 | 1.0713 |
330
+ | 0.3718 | 12.9767 | 558 | 1.2011 | 0.0329 | 1.2011 | 1.0959 |
331
+ | 0.3718 | 13.0233 | 560 | 1.0440 | -0.0236 | 1.0440 | 1.0218 |
332
+ | 0.3718 | 13.0698 | 562 | 0.8529 | 0.0041 | 0.8529 | 0.9235 |
333
+ | 0.3718 | 13.1163 | 564 | 0.8384 | -0.0767 | 0.8384 | 0.9156 |
334
+ | 0.3718 | 13.1628 | 566 | 0.8534 | -0.1140 | 0.8534 | 0.9238 |
335
+ | 0.3718 | 13.2093 | 568 | 0.8577 | -0.0767 | 0.8577 | 0.9261 |
336
+ | 0.3718 | 13.2558 | 570 | 0.8976 | -0.0101 | 0.8976 | 0.9474 |
337
+ | 0.3718 | 13.3023 | 572 | 0.9606 | 0.0260 | 0.9606 | 0.9801 |
338
+ | 0.3718 | 13.3488 | 574 | 0.9731 | -0.0052 | 0.9731 | 0.9865 |
339
+ | 0.3718 | 13.3953 | 576 | 1.0021 | -0.0667 | 1.0021 | 1.0010 |
340
+ | 0.3718 | 13.4419 | 578 | 1.0222 | -0.0630 | 1.0222 | 1.0110 |
341
+ | 0.3718 | 13.4884 | 580 | 1.1255 | 0.0350 | 1.1255 | 1.0609 |
342
+ | 0.3718 | 13.5349 | 582 | 1.3780 | -0.0266 | 1.3780 | 1.1739 |
343
+ | 0.3718 | 13.5814 | 584 | 1.5185 | -0.0311 | 1.5185 | 1.2323 |
344
+ | 0.3718 | 13.6279 | 586 | 1.3171 | -0.0216 | 1.3171 | 1.1476 |
345
+ | 0.3718 | 13.6744 | 588 | 1.1254 | 0.0013 | 1.1254 | 1.0609 |
346
+ | 0.3718 | 13.7209 | 590 | 1.0098 | -0.0190 | 1.0098 | 1.0049 |
347
+ | 0.3718 | 13.7674 | 592 | 0.9924 | -0.0954 | 0.9924 | 0.9962 |
348
+ | 0.3718 | 13.8140 | 594 | 1.0263 | -0.1560 | 1.0263 | 1.0130 |
349
+ | 0.3718 | 13.8605 | 596 | 0.9949 | -0.0646 | 0.9949 | 0.9975 |
350
+ | 0.3718 | 13.9070 | 598 | 0.9584 | -0.0073 | 0.9584 | 0.9790 |
351
+ | 0.3718 | 13.9535 | 600 | 0.9134 | -0.0322 | 0.9134 | 0.9557 |
352
+ | 0.3718 | 14.0 | 602 | 0.9204 | 0.0320 | 0.9204 | 0.9594 |
353
+ | 0.3718 | 14.0465 | 604 | 0.9693 | 0.0169 | 0.9693 | 0.9845 |
354
+ | 0.3718 | 14.0930 | 606 | 0.9648 | 0.0169 | 0.9648 | 0.9823 |
355
+ | 0.3718 | 14.1395 | 608 | 0.8899 | 0.0692 | 0.8899 | 0.9434 |
356
+ | 0.3718 | 14.1860 | 610 | 0.8473 | -0.0778 | 0.8473 | 0.9205 |
357
+ | 0.3718 | 14.2326 | 612 | 0.8176 | -0.1191 | 0.8176 | 0.9042 |
358
+ | 0.3718 | 14.2791 | 614 | 0.8237 | -0.1184 | 0.8237 | 0.9076 |
359
+ | 0.3718 | 14.3256 | 616 | 0.8350 | -0.1191 | 0.8350 | 0.9138 |
360
+ | 0.3718 | 14.3721 | 618 | 0.8833 | -0.0008 | 0.8833 | 0.9398 |
361
+ | 0.3718 | 14.4186 | 620 | 0.9874 | 0.0498 | 0.9874 | 0.9937 |
362
+ | 0.3718 | 14.4651 | 622 | 0.9650 | 0.0498 | 0.9650 | 0.9823 |
363
+ | 0.3718 | 14.5116 | 624 | 0.9006 | 0.0224 | 0.9006 | 0.9490 |
364
+ | 0.3718 | 14.5581 | 626 | 0.8774 | 0.1025 | 0.8774 | 0.9367 |
365
+ | 0.3718 | 14.6047 | 628 | 0.8871 | 0.1354 | 0.8871 | 0.9418 |
366
+ | 0.3718 | 14.6512 | 630 | 0.9895 | 0.1189 | 0.9895 | 0.9947 |
367
+ | 0.3718 | 14.6977 | 632 | 1.0919 | 0.0747 | 1.0919 | 1.0450 |
368
+ | 0.3718 | 14.7442 | 634 | 1.0257 | 0.0443 | 1.0257 | 1.0128 |
369
+ | 0.3718 | 14.7907 | 636 | 0.9122 | -0.0440 | 0.9122 | 0.9551 |
370
+ | 0.3718 | 14.8372 | 638 | 0.9094 | -0.0706 | 0.9094 | 0.9536 |
371
+ | 0.3718 | 14.8837 | 640 | 0.9330 | -0.1337 | 0.9330 | 0.9659 |
372
+ | 0.3718 | 14.9302 | 642 | 0.9157 | -0.1038 | 0.9157 | 0.9569 |
373
+ | 0.3718 | 14.9767 | 644 | 0.9087 | -0.0442 | 0.9087 | 0.9533 |
374
+ | 0.3718 | 15.0233 | 646 | 0.9462 | -0.0490 | 0.9462 | 0.9727 |
375
+ | 0.3718 | 15.0698 | 648 | 0.9811 | 0.0545 | 0.9811 | 0.9905 |
376
+ | 0.3718 | 15.1163 | 650 | 0.9819 | 0.0486 | 0.9819 | 0.9909 |
377
+ | 0.3718 | 15.1628 | 652 | 0.9077 | -0.0474 | 0.9077 | 0.9527 |
378
+ | 0.3718 | 15.2093 | 654 | 0.8801 | -0.1197 | 0.8801 | 0.9381 |
379
+ | 0.3718 | 15.2558 | 656 | 0.8879 | -0.1197 | 0.8879 | 0.9423 |
380
+ | 0.3718 | 15.3023 | 658 | 0.9052 | -0.1200 | 0.9052 | 0.9514 |
381
+ | 0.3718 | 15.3488 | 660 | 0.9032 | -0.0788 | 0.9032 | 0.9504 |
382
+ | 0.3718 | 15.3953 | 662 | 0.9264 | -0.0828 | 0.9264 | 0.9625 |
383
 
384
 
385
  ### Framework versions