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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_task5_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_k18_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.4173
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- - Qwk: 0.2203
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- - Mse: 1.4173
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- - Rmse: 1.1905
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  ## Model description
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@@ -49,261 +49,300 @@ 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 | 0.0465 | 2 | 4.0158 | 0.0034 | 4.0158 | 2.0039 |
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- | No log | 0.0930 | 4 | 2.2748 | 0.0271 | 2.2748 | 1.5083 |
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- | No log | 0.1395 | 6 | 1.6688 | 0.0329 | 1.6688 | 1.2918 |
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- | No log | 0.1860 | 8 | 1.2346 | 0.0967 | 1.2346 | 1.1111 |
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- | No log | 0.2326 | 10 | 1.1925 | 0.0731 | 1.1925 | 1.0920 |
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- | No log | 0.2791 | 12 | 1.1109 | 0.2150 | 1.1109 | 1.0540 |
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- | No log | 0.3256 | 14 | 1.0932 | 0.1884 | 1.0932 | 1.0456 |
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- | No log | 0.3721 | 16 | 1.2148 | 0.0380 | 1.2148 | 1.1022 |
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- | No log | 0.4186 | 18 | 1.2750 | 0.0 | 1.2750 | 1.1292 |
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- | No log | 0.4651 | 20 | 1.1496 | 0.0760 | 1.1496 | 1.0722 |
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- | No log | 0.5116 | 22 | 1.1357 | 0.1379 | 1.1357 | 1.0657 |
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- | No log | 0.5581 | 24 | 1.1803 | 0.1333 | 1.1803 | 1.0864 |
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- | No log | 0.6047 | 26 | 1.1167 | 0.1981 | 1.1167 | 1.0568 |
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- | No log | 0.6512 | 28 | 1.1559 | 0.0445 | 1.1559 | 1.0751 |
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- | No log | 0.6977 | 30 | 1.2187 | 0.0445 | 1.2187 | 1.1039 |
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- | No log | 0.7442 | 32 | 1.2232 | 0.0445 | 1.2232 | 1.1060 |
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- | No log | 0.7907 | 34 | 1.1709 | 0.1643 | 1.1709 | 1.0821 |
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- | No log | 0.8372 | 36 | 1.1800 | 0.0792 | 1.1800 | 1.0863 |
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- | No log | 0.8837 | 38 | 1.3732 | -0.0296 | 1.3732 | 1.1719 |
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- | No log | 0.9302 | 40 | 1.6117 | 0.0143 | 1.6117 | 1.2695 |
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- | No log | 0.9767 | 42 | 1.7119 | 0.0143 | 1.7119 | 1.3084 |
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- | No log | 1.0233 | 44 | 1.5533 | 0.0 | 1.5533 | 1.2463 |
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- | No log | 1.0698 | 46 | 1.4371 | -0.0148 | 1.4371 | 1.1988 |
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- | No log | 1.1163 | 48 | 1.1990 | 0.0701 | 1.1990 | 1.0950 |
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- | No log | 1.1628 | 50 | 1.0921 | 0.2239 | 1.0921 | 1.0450 |
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- | No log | 1.2093 | 52 | 1.2033 | 0.0102 | 1.2033 | 1.0969 |
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- | No log | 1.2558 | 54 | 1.2896 | -0.1560 | 1.2896 | 1.1356 |
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- | No log | 1.3023 | 56 | 1.4626 | -0.0326 | 1.4626 | 1.2094 |
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- | No log | 1.3488 | 58 | 1.3772 | -0.0022 | 1.3772 | 1.1735 |
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- | No log | 1.3953 | 60 | 1.2187 | 0.1361 | 1.2187 | 1.1040 |
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- | No log | 1.4419 | 62 | 1.2426 | 0.0374 | 1.2426 | 1.1147 |
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- | No log | 1.4884 | 64 | 1.2838 | 0.0999 | 1.2838 | 1.1330 |
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- | No log | 1.5349 | 66 | 1.2161 | 0.0700 | 1.2161 | 1.1028 |
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- | No log | 1.5814 | 68 | 1.1278 | 0.2692 | 1.1278 | 1.0620 |
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- | No log | 1.6279 | 70 | 1.1283 | 0.1725 | 1.1283 | 1.0622 |
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- | No log | 1.6744 | 72 | 1.0934 | 0.2366 | 1.0934 | 1.0456 |
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- | No log | 1.7209 | 74 | 1.0742 | 0.1783 | 1.0742 | 1.0364 |
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- | No log | 1.7674 | 76 | 1.1562 | 0.1389 | 1.1562 | 1.0752 |
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- | No log | 1.8140 | 78 | 1.4371 | -0.0641 | 1.4371 | 1.1988 |
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- | No log | 1.8605 | 80 | 1.4812 | -0.0641 | 1.4812 | 1.2171 |
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- | No log | 1.9070 | 82 | 1.4368 | -0.0641 | 1.4368 | 1.1987 |
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- | No log | 1.9535 | 84 | 1.2691 | -0.0091 | 1.2691 | 1.1266 |
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- | No log | 2.0 | 86 | 1.2183 | 0.0542 | 1.2183 | 1.1038 |
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- | No log | 2.0465 | 88 | 1.2777 | 0.0188 | 1.2777 | 1.1304 |
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- | No log | 2.0930 | 90 | 1.4962 | -0.1067 | 1.4962 | 1.2232 |
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- | No log | 2.1395 | 92 | 1.5524 | -0.0747 | 1.5524 | 1.2460 |
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- | No log | 2.1860 | 94 | 1.3421 | 0.0587 | 1.3421 | 1.1585 |
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- | No log | 2.2326 | 96 | 1.1766 | 0.0164 | 1.1766 | 1.0847 |
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- | No log | 2.2791 | 98 | 1.1748 | 0.0164 | 1.1748 | 1.0839 |
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- | No log | 2.3256 | 100 | 1.3960 | 0.0464 | 1.3960 | 1.1815 |
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- | No log | 2.3721 | 102 | 1.7946 | -0.1843 | 1.7946 | 1.3396 |
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- | No log | 2.4186 | 104 | 1.9849 | -0.3093 | 1.9849 | 1.4089 |
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- | No log | 2.4651 | 106 | 1.9655 | -0.1443 | 1.9655 | 1.4020 |
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- | No log | 2.5116 | 108 | 1.7718 | -0.0788 | 1.7718 | 1.3311 |
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- | No log | 2.5581 | 110 | 1.5684 | -0.0167 | 1.5684 | 1.2524 |
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- | No log | 2.6047 | 112 | 1.6681 | -0.0688 | 1.6681 | 1.2915 |
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- | No log | 2.6512 | 114 | 1.8767 | -0.1179 | 1.8767 | 1.3699 |
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- | No log | 2.6977 | 116 | 2.0265 | -0.1122 | 2.0265 | 1.4235 |
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- | No log | 2.7442 | 118 | 2.0327 | -0.1111 | 2.0327 | 1.4257 |
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- | No log | 2.7907 | 120 | 2.0568 | -0.1154 | 2.0568 | 1.4342 |
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- | No log | 2.8372 | 122 | 1.8257 | -0.0655 | 1.8257 | 1.3512 |
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- | No log | 2.8837 | 124 | 1.5250 | -0.0735 | 1.5250 | 1.2349 |
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- | No log | 2.9302 | 126 | 1.7056 | -0.1078 | 1.7056 | 1.3060 |
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- | No log | 2.9767 | 128 | 2.0799 | -0.2156 | 2.0799 | 1.4422 |
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- | No log | 3.0233 | 130 | 2.3604 | -0.2661 | 2.3604 | 1.5364 |
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- | No log | 3.0698 | 132 | 2.2817 | -0.1571 | 2.2817 | 1.5105 |
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- | No log | 3.1163 | 134 | 2.0215 | -0.1658 | 2.0215 | 1.4218 |
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- | No log | 3.1628 | 136 | 1.9382 | -0.1254 | 1.9382 | 1.3922 |
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- | No log | 3.2093 | 138 | 1.8794 | -0.0892 | 1.8794 | 1.3709 |
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- | No log | 3.2558 | 140 | 1.8790 | -0.0849 | 1.8790 | 1.3708 |
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- | No log | 3.3023 | 142 | 1.7651 | -0.0762 | 1.7651 | 1.3286 |
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- | No log | 3.3488 | 144 | 1.5874 | 0.0294 | 1.5874 | 1.2599 |
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- | No log | 3.3953 | 146 | 1.5857 | 0.0294 | 1.5857 | 1.2593 |
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- | No log | 3.4419 | 148 | 1.6410 | 0.0279 | 1.6410 | 1.2810 |
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- | No log | 3.4884 | 150 | 1.7296 | -0.0267 | 1.7296 | 1.3151 |
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- | No log | 3.5349 | 152 | 1.7572 | -0.0757 | 1.7572 | 1.3256 |
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- | No log | 3.5814 | 154 | 1.7626 | -0.0397 | 1.7626 | 1.3276 |
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- | No log | 3.6279 | 156 | 1.7589 | -0.0508 | 1.7589 | 1.3262 |
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- | No log | 3.6744 | 158 | 1.7225 | -0.0709 | 1.7225 | 1.3124 |
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- | No log | 3.7209 | 160 | 1.7571 | -0.0514 | 1.7571 | 1.3256 |
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- | No log | 3.7674 | 162 | 1.8652 | 0.0726 | 1.8652 | 1.3657 |
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- | No log | 3.8140 | 164 | 1.9178 | 0.0402 | 1.9178 | 1.3849 |
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- | No log | 3.8605 | 166 | 1.8296 | 0.0400 | 1.8296 | 1.3526 |
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- | No log | 3.9070 | 168 | 1.8390 | 0.0562 | 1.8390 | 1.3561 |
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- | No log | 3.9535 | 170 | 1.8316 | 0.1342 | 1.8316 | 1.3534 |
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- | No log | 4.0 | 172 | 1.6492 | 0.2105 | 1.6492 | 1.2842 |
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- | No log | 4.0465 | 174 | 1.5041 | 0.1282 | 1.5041 | 1.2264 |
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- | No log | 4.0930 | 176 | 1.4473 | 0.1198 | 1.4473 | 1.2030 |
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- | No log | 4.1395 | 178 | 1.4441 | 0.0270 | 1.4441 | 1.2017 |
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- | No log | 4.1860 | 180 | 1.5250 | 0.0809 | 1.5250 | 1.2349 |
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- | No log | 4.2326 | 182 | 1.7949 | 0.1525 | 1.7949 | 1.3397 |
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- | No log | 4.2791 | 184 | 1.8869 | 0.2098 | 1.8869 | 1.3736 |
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- | No log | 4.3256 | 186 | 1.7513 | 0.1663 | 1.7513 | 1.3234 |
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- | No log | 4.3721 | 188 | 1.5116 | 0.2342 | 1.5116 | 1.2295 |
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- | No log | 4.4186 | 190 | 1.4053 | 0.0946 | 1.4053 | 1.1854 |
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- | No log | 4.4651 | 192 | 1.4701 | 0.1911 | 1.4701 | 1.2125 |
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- | No log | 4.5116 | 194 | 1.4924 | 0.1423 | 1.4924 | 1.2216 |
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- | No log | 4.5581 | 196 | 1.4566 | 0.1423 | 1.4566 | 1.2069 |
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- | No log | 4.6047 | 198 | 1.3964 | 0.0602 | 1.3964 | 1.1817 |
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- | No log | 4.6512 | 200 | 1.3917 | 0.1110 | 1.3917 | 1.1797 |
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- | No log | 4.6977 | 202 | 1.4722 | 0.1110 | 1.4722 | 1.2133 |
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- | No log | 4.7442 | 204 | 1.5527 | 0.1423 | 1.5527 | 1.2461 |
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- | No log | 4.7907 | 206 | 1.5580 | 0.1027 | 1.5580 | 1.2482 |
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- | No log | 4.8372 | 208 | 1.5547 | 0.1027 | 1.5547 | 1.2469 |
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- | No log | 4.8837 | 210 | 1.5379 | 0.1423 | 1.5379 | 1.2401 |
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- | No log | 4.9302 | 212 | 1.4935 | 0.1904 | 1.4935 | 1.2221 |
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- | No log | 4.9767 | 214 | 1.3986 | 0.1943 | 1.3986 | 1.1826 |
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- | No log | 5.0233 | 216 | 1.3692 | 0.2126 | 1.3692 | 1.1701 |
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- | No log | 5.0698 | 218 | 1.4618 | 0.2239 | 1.4618 | 1.2090 |
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- | No log | 5.1163 | 220 | 1.4239 | 0.2203 | 1.4239 | 1.1933 |
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- | No log | 5.1628 | 222 | 1.4044 | 0.2203 | 1.4044 | 1.1851 |
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- | No log | 5.2093 | 224 | 1.4201 | 0.1886 | 1.4201 | 1.1917 |
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- | No log | 5.2558 | 226 | 1.5313 | 0.2062 | 1.5313 | 1.2375 |
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- | No log | 5.3023 | 228 | 1.7123 | 0.2058 | 1.7123 | 1.3086 |
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- | No log | 5.3488 | 230 | 1.7435 | 0.2159 | 1.7435 | 1.3204 |
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- | No log | 5.3953 | 232 | 1.7344 | 0.1847 | 1.7344 | 1.3170 |
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- | No log | 5.4419 | 234 | 1.7113 | 0.2389 | 1.7113 | 1.3082 |
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- | No log | 5.4884 | 236 | 1.5943 | 0.1461 | 1.5943 | 1.2627 |
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- | No log | 5.5349 | 238 | 1.5300 | 0.1911 | 1.5300 | 1.2369 |
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- | No log | 5.5814 | 240 | 1.3800 | 0.1052 | 1.3800 | 1.1748 |
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- | No log | 5.6279 | 242 | 1.2858 | 0.1052 | 1.2858 | 1.1340 |
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- | No log | 5.6744 | 244 | 1.2331 | 0.0401 | 1.2331 | 1.1104 |
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- | No log | 5.7209 | 246 | 1.2292 | 0.0401 | 1.2292 | 1.1087 |
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- | No log | 5.7674 | 248 | 1.2115 | 0.0401 | 1.2115 | 1.1007 |
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- | No log | 5.8140 | 250 | 1.1719 | 0.0556 | 1.1719 | 1.0825 |
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- | No log | 5.8605 | 252 | 1.2124 | 0.0155 | 1.2124 | 1.1011 |
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- | No log | 5.9070 | 254 | 1.3383 | 0.0781 | 1.3383 | 1.1568 |
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- | No log | 5.9535 | 256 | 1.5361 | 0.1880 | 1.5361 | 1.2394 |
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- | No log | 6.0 | 258 | 1.5969 | 0.2417 | 1.5969 | 1.2637 |
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- | No log | 6.0465 | 260 | 1.5606 | 0.1966 | 1.5606 | 1.2493 |
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- | No log | 6.0930 | 262 | 1.4927 | 0.1966 | 1.4927 | 1.2217 |
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- | No log | 6.1395 | 264 | 1.4304 | 0.1886 | 1.4304 | 1.1960 |
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- | No log | 6.1860 | 266 | 1.4096 | 0.1886 | 1.4096 | 1.1873 |
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- | No log | 6.2326 | 268 | 1.3993 | 0.1886 | 1.3993 | 1.1829 |
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- | No log | 6.2791 | 270 | 1.4090 | 0.2203 | 1.4090 | 1.1870 |
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- | No log | 6.3256 | 272 | 1.4105 | 0.2203 | 1.4105 | 1.1876 |
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- | No log | 6.3721 | 274 | 1.4330 | 0.2602 | 1.4330 | 1.1971 |
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- | No log | 6.4186 | 276 | 1.4609 | 0.2877 | 1.4609 | 1.2087 |
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- | No log | 6.4651 | 278 | 1.5520 | 0.2771 | 1.5520 | 1.2458 |
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- | No log | 6.5116 | 280 | 1.5514 | 0.2952 | 1.5514 | 1.2455 |
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- | No log | 6.5581 | 282 | 1.4028 | 0.1202 | 1.4028 | 1.1844 |
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- | No log | 6.6047 | 284 | 1.3340 | 0.0833 | 1.3340 | 1.1550 |
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- | No log | 6.6512 | 286 | 1.3384 | 0.0833 | 1.3384 | 1.1569 |
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- | No log | 6.6977 | 288 | 1.3951 | 0.1816 | 1.3951 | 1.1812 |
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- | No log | 6.7442 | 290 | 1.4149 | 0.2260 | 1.4149 | 1.1895 |
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- | No log | 6.7907 | 292 | 1.3530 | 0.2455 | 1.3530 | 1.1632 |
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- | No log | 6.8372 | 294 | 1.3136 | 0.2203 | 1.3136 | 1.1461 |
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- | No log | 6.8837 | 296 | 1.2733 | 0.2143 | 1.2733 | 1.1284 |
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- | No log | 6.9302 | 298 | 1.2451 | 0.1816 | 1.2451 | 1.1159 |
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- | No log | 6.9767 | 300 | 1.2722 | 0.1886 | 1.2722 | 1.1279 |
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- | No log | 7.0233 | 302 | 1.3315 | 0.2506 | 1.3315 | 1.1539 |
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- | No log | 7.0698 | 304 | 1.4601 | 0.2690 | 1.4601 | 1.2084 |
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- | No log | 7.1163 | 306 | 1.5579 | 0.2731 | 1.5579 | 1.2482 |
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- | No log | 7.1628 | 308 | 1.5942 | 0.2845 | 1.5942 | 1.2626 |
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- | No log | 7.2093 | 310 | 1.6040 | 0.3172 | 1.6040 | 1.2665 |
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- | No log | 7.2558 | 312 | 1.4768 | 0.2075 | 1.4768 | 1.2153 |
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- | No log | 7.3023 | 314 | 1.3606 | 0.2203 | 1.3606 | 1.1665 |
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- | No log | 7.3488 | 316 | 1.2386 | 0.0811 | 1.2386 | 1.1129 |
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- | No log | 7.3953 | 318 | 1.1997 | 0.0464 | 1.1997 | 1.0953 |
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- | No log | 7.4419 | 320 | 1.2462 | 0.1198 | 1.2462 | 1.1163 |
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- | No log | 7.4884 | 322 | 1.4446 | 0.2446 | 1.4446 | 1.2019 |
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- | No log | 7.5349 | 324 | 1.5684 | 0.3291 | 1.5684 | 1.2524 |
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- | No log | 7.5814 | 326 | 1.5017 | 0.2686 | 1.5017 | 1.2255 |
215
- | No log | 7.6279 | 328 | 1.4543 | 0.2686 | 1.4543 | 1.2059 |
216
- | No log | 7.6744 | 330 | 1.3891 | 0.2341 | 1.3891 | 1.1786 |
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- | No log | 7.7209 | 332 | 1.2804 | 0.1697 | 1.2804 | 1.1315 |
218
- | No log | 7.7674 | 334 | 1.2328 | 0.1622 | 1.2328 | 1.1103 |
219
- | No log | 7.8140 | 336 | 1.2383 | 0.1622 | 1.2383 | 1.1128 |
220
- | No log | 7.8605 | 338 | 1.2579 | 0.1697 | 1.2579 | 1.1216 |
221
- | No log | 7.9070 | 340 | 1.2273 | 0.1622 | 1.2273 | 1.1078 |
222
- | No log | 7.9535 | 342 | 1.2632 | 0.1961 | 1.2632 | 1.1239 |
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- | No log | 8.0 | 344 | 1.4100 | 0.3107 | 1.4100 | 1.1874 |
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- | No log | 8.0465 | 346 | 1.5107 | 0.2915 | 1.5107 | 1.2291 |
225
- | No log | 8.0930 | 348 | 1.5884 | 0.2869 | 1.5884 | 1.2603 |
226
- | No log | 8.1395 | 350 | 1.4936 | 0.2292 | 1.4936 | 1.2221 |
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- | No log | 8.1860 | 352 | 1.3335 | 0.1744 | 1.3335 | 1.1548 |
228
- | No log | 8.2326 | 354 | 1.2769 | 0.1142 | 1.2769 | 1.1300 |
229
- | No log | 8.2791 | 356 | 1.2335 | 0.0833 | 1.2335 | 1.1106 |
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- | No log | 8.3256 | 358 | 1.2600 | 0.0833 | 1.2600 | 1.1225 |
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- | No log | 8.3721 | 360 | 1.2913 | 0.1473 | 1.2913 | 1.1364 |
232
- | No log | 8.4186 | 362 | 1.3304 | 0.2506 | 1.3304 | 1.1534 |
233
- | No log | 8.4651 | 364 | 1.3713 | 0.2795 | 1.3713 | 1.1710 |
234
- | No log | 8.5116 | 366 | 1.4654 | 0.3336 | 1.4654 | 1.2105 |
235
- | No log | 8.5581 | 368 | 1.6045 | 0.3053 | 1.6045 | 1.2667 |
236
- | No log | 8.6047 | 370 | 1.6447 | 0.3084 | 1.6447 | 1.2825 |
237
- | No log | 8.6512 | 372 | 1.5284 | 0.3365 | 1.5284 | 1.2363 |
238
- | No log | 8.6977 | 374 | 1.3155 | 0.1142 | 1.3155 | 1.1470 |
239
- | No log | 8.7442 | 376 | 1.1636 | 0.0587 | 1.1636 | 1.0787 |
240
- | No log | 8.7907 | 378 | 1.1878 | 0.0587 | 1.1878 | 1.0899 |
241
- | No log | 8.8372 | 380 | 1.2641 | 0.1552 | 1.2641 | 1.1243 |
242
- | No log | 8.8837 | 382 | 1.3758 | 0.3072 | 1.3758 | 1.1730 |
243
- | No log | 8.9302 | 384 | 1.4634 | 0.3072 | 1.4634 | 1.2097 |
244
- | No log | 8.9767 | 386 | 1.4040 | 0.2795 | 1.4040 | 1.1849 |
245
- | No log | 9.0233 | 388 | 1.3510 | 0.2143 | 1.3510 | 1.1623 |
246
- | No log | 9.0698 | 390 | 1.3074 | 0.1473 | 1.3074 | 1.1434 |
247
- | No log | 9.1163 | 392 | 1.3014 | 0.1473 | 1.3014 | 1.1408 |
248
- | No log | 9.1628 | 394 | 1.3674 | 0.1816 | 1.3674 | 1.1694 |
249
- | No log | 9.2093 | 396 | 1.4239 | 0.2143 | 1.4239 | 1.1933 |
250
- | No log | 9.2558 | 398 | 1.4139 | 0.1961 | 1.4139 | 1.1891 |
251
- | No log | 9.3023 | 400 | 1.3397 | 0.0833 | 1.3397 | 1.1574 |
252
- | No log | 9.3488 | 402 | 1.2867 | 0.0401 | 1.2867 | 1.1343 |
253
- | No log | 9.3953 | 404 | 1.2532 | 0.0401 | 1.2532 | 1.1195 |
254
- | No log | 9.4419 | 406 | 1.3141 | 0.0401 | 1.3141 | 1.1464 |
255
- | No log | 9.4884 | 408 | 1.4660 | 0.2126 | 1.4660 | 1.2108 |
256
- | No log | 9.5349 | 410 | 1.5809 | 0.2292 | 1.5809 | 1.2573 |
257
- | No log | 9.5814 | 412 | 1.5841 | 0.2292 | 1.5841 | 1.2586 |
258
- | No log | 9.6279 | 414 | 1.4739 | 0.2239 | 1.4739 | 1.2140 |
259
- | No log | 9.6744 | 416 | 1.3543 | 0.0811 | 1.3543 | 1.1638 |
260
- | No log | 9.7209 | 418 | 1.3587 | 0.0433 | 1.3587 | 1.1656 |
261
- | No log | 9.7674 | 420 | 1.4305 | 0.1473 | 1.4305 | 1.1960 |
262
- | No log | 9.8140 | 422 | 1.4515 | 0.0864 | 1.4515 | 1.2048 |
263
- | No log | 9.8605 | 424 | 1.4288 | 0.0342 | 1.4288 | 1.1953 |
264
- | No log | 9.9070 | 426 | 1.4479 | 0.1579 | 1.4479 | 1.2033 |
265
- | No log | 9.9535 | 428 | 1.4027 | 0.1288 | 1.4027 | 1.1844 |
266
- | No log | 10.0 | 430 | 1.3702 | 0.1032 | 1.3702 | 1.1706 |
267
- | No log | 10.0465 | 432 | 1.3702 | 0.1354 | 1.3702 | 1.1706 |
268
- | No log | 10.0930 | 434 | 1.4261 | 0.1850 | 1.4261 | 1.1942 |
269
- | No log | 10.1395 | 436 | 1.5612 | 0.2638 | 1.5612 | 1.2495 |
270
- | No log | 10.1860 | 438 | 1.6822 | 0.2448 | 1.6822 | 1.2970 |
271
- | No log | 10.2326 | 440 | 1.6520 | 0.2406 | 1.6520 | 1.2853 |
272
- | No log | 10.2791 | 442 | 1.5118 | 0.2568 | 1.5118 | 1.2295 |
273
- | No log | 10.3256 | 444 | 1.3427 | 0.1703 | 1.3428 | 1.1588 |
274
- | No log | 10.3721 | 446 | 1.2836 | 0.1388 | 1.2836 | 1.1329 |
275
- | No log | 10.4186 | 448 | 1.2133 | 0.0390 | 1.2133 | 1.1015 |
276
- | No log | 10.4651 | 450 | 1.1985 | 0.0390 | 1.1985 | 1.0947 |
277
- | No log | 10.5116 | 452 | 1.2548 | 0.0760 | 1.2548 | 1.1202 |
278
- | No log | 10.5581 | 454 | 1.3263 | 0.1562 | 1.3263 | 1.1517 |
279
- | No log | 10.6047 | 456 | 1.4613 | 0.2239 | 1.4613 | 1.2089 |
280
- | No log | 10.6512 | 458 | 1.5457 | 0.2239 | 1.5457 | 1.2433 |
281
- | No log | 10.6977 | 460 | 1.5332 | 0.2239 | 1.5332 | 1.2382 |
282
- | No log | 10.7442 | 462 | 1.4256 | 0.2075 | 1.4256 | 1.1940 |
283
- | No log | 10.7907 | 464 | 1.3619 | 0.0907 | 1.3619 | 1.1670 |
284
- | No log | 10.8372 | 466 | 1.3427 | 0.1202 | 1.3427 | 1.1588 |
285
- | No log | 10.8837 | 468 | 1.3685 | 0.1886 | 1.3685 | 1.1698 |
286
- | No log | 10.9302 | 470 | 1.3409 | 0.1142 | 1.3409 | 1.1580 |
287
- | No log | 10.9767 | 472 | 1.3150 | 0.0760 | 1.3150 | 1.1467 |
288
- | No log | 11.0233 | 474 | 1.3662 | 0.2075 | 1.3662 | 1.1688 |
289
- | No log | 11.0698 | 476 | 1.4299 | 0.2424 | 1.4299 | 1.1958 |
290
- | No log | 11.1163 | 478 | 1.4766 | 0.2795 | 1.4766 | 1.2152 |
291
- | No log | 11.1628 | 480 | 1.4034 | 0.2203 | 1.4034 | 1.1846 |
292
- | No log | 11.2093 | 482 | 1.3017 | 0.1473 | 1.3017 | 1.1409 |
293
- | No log | 11.2558 | 484 | 1.3029 | 0.1473 | 1.3029 | 1.1415 |
294
- | No log | 11.3023 | 486 | 1.3273 | 0.1473 | 1.3273 | 1.1521 |
295
- | No log | 11.3488 | 488 | 1.3937 | 0.2506 | 1.3937 | 1.1805 |
296
- | No log | 11.3953 | 490 | 1.4422 | 0.2506 | 1.4422 | 1.2009 |
297
- | No log | 11.4419 | 492 | 1.4778 | 0.2837 | 1.4778 | 1.2157 |
298
- | No log | 11.4884 | 494 | 1.4486 | 0.2506 | 1.4486 | 1.2036 |
299
- | No log | 11.5349 | 496 | 1.3810 | 0.2506 | 1.3810 | 1.1752 |
300
- | No log | 11.5814 | 498 | 1.4061 | 0.2424 | 1.4061 | 1.1858 |
301
- | 0.3525 | 11.6279 | 500 | 1.4555 | 0.2522 | 1.4555 | 1.2064 |
302
- | 0.3525 | 11.6744 | 502 | 1.4663 | 0.2522 | 1.4663 | 1.2109 |
303
- | 0.3525 | 11.7209 | 504 | 1.3918 | 0.2522 | 1.3918 | 1.1797 |
304
- | 0.3525 | 11.7674 | 506 | 1.3950 | 0.2239 | 1.3950 | 1.1811 |
305
- | 0.3525 | 11.8140 | 508 | 1.4212 | 0.2126 | 1.4212 | 1.1921 |
306
- | 0.3525 | 11.8605 | 510 | 1.4173 | 0.2203 | 1.4173 | 1.1905 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.3017
19
+ - Qwk: 0.1407
20
+ - Mse: 1.3017
21
+ - Rmse: 1.1409
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0435 | 2 | 3.9365 | -0.0232 | 3.9365 | 1.9841 |
53
+ | No log | 0.0870 | 4 | 2.7213 | -0.0305 | 2.7213 | 1.6496 |
54
+ | No log | 0.1304 | 6 | 2.3416 | -0.0372 | 2.3416 | 1.5302 |
55
+ | No log | 0.1739 | 8 | 1.4991 | 0.0854 | 1.4991 | 1.2244 |
56
+ | No log | 0.2174 | 10 | 1.1113 | 0.2268 | 1.1113 | 1.0542 |
57
+ | No log | 0.2609 | 12 | 1.1950 | 0.0731 | 1.1950 | 1.0932 |
58
+ | No log | 0.3043 | 14 | 1.1082 | 0.2094 | 1.1082 | 1.0527 |
59
+ | No log | 0.3478 | 16 | 1.2264 | 0.0884 | 1.2264 | 1.1074 |
60
+ | No log | 0.3913 | 18 | 1.6641 | -0.0661 | 1.6641 | 1.2900 |
61
+ | No log | 0.4348 | 20 | 1.5899 | -0.1122 | 1.5899 | 1.2609 |
62
+ | No log | 0.4783 | 22 | 1.3669 | 0.0519 | 1.3669 | 1.1692 |
63
+ | No log | 0.5217 | 24 | 1.3565 | -0.0417 | 1.3565 | 1.1647 |
64
+ | No log | 0.5652 | 26 | 1.3698 | -0.0032 | 1.3698 | 1.1704 |
65
+ | No log | 0.6087 | 28 | 1.3109 | -0.0497 | 1.3109 | 1.1450 |
66
+ | No log | 0.6522 | 30 | 1.0949 | 0.1589 | 1.0949 | 1.0464 |
67
+ | No log | 0.6957 | 32 | 1.0503 | 0.2114 | 1.0503 | 1.0248 |
68
+ | No log | 0.7391 | 34 | 1.1274 | 0.1160 | 1.1274 | 1.0618 |
69
+ | No log | 0.7826 | 36 | 1.4414 | -0.0881 | 1.4414 | 1.2006 |
70
+ | No log | 0.8261 | 38 | 1.6338 | -0.1445 | 1.6338 | 1.2782 |
71
+ | No log | 0.8696 | 40 | 1.2646 | 0.0622 | 1.2646 | 1.1245 |
72
+ | No log | 0.9130 | 42 | 1.0736 | 0.1864 | 1.0736 | 1.0361 |
73
+ | No log | 0.9565 | 44 | 1.0625 | 0.2911 | 1.0625 | 1.0308 |
74
+ | No log | 1.0 | 46 | 1.1263 | 0.2647 | 1.1263 | 1.0613 |
75
+ | No log | 1.0435 | 48 | 1.3547 | -0.0249 | 1.3547 | 1.1639 |
76
+ | No log | 1.0870 | 50 | 1.6222 | -0.1135 | 1.6222 | 1.2737 |
77
+ | No log | 1.1304 | 52 | 1.4905 | -0.0623 | 1.4905 | 1.2209 |
78
+ | No log | 1.1739 | 54 | 1.2550 | 0.0911 | 1.2550 | 1.1203 |
79
+ | No log | 1.2174 | 56 | 1.0641 | 0.1857 | 1.0641 | 1.0315 |
80
+ | No log | 1.2609 | 58 | 1.0561 | 0.2179 | 1.0561 | 1.0277 |
81
+ | No log | 1.3043 | 60 | 1.1070 | 0.1761 | 1.1070 | 1.0522 |
82
+ | No log | 1.3478 | 62 | 1.2148 | 0.2021 | 1.2148 | 1.1022 |
83
+ | No log | 1.3913 | 64 | 1.3043 | 0.1489 | 1.3043 | 1.1421 |
84
+ | No log | 1.4348 | 66 | 1.2530 | 0.1609 | 1.2530 | 1.1194 |
85
+ | No log | 1.4783 | 68 | 1.1703 | 0.2312 | 1.1703 | 1.0818 |
86
+ | No log | 1.5217 | 70 | 1.1920 | 0.1801 | 1.1920 | 1.0918 |
87
+ | No log | 1.5652 | 72 | 1.2234 | 0.1370 | 1.2234 | 1.1061 |
88
+ | No log | 1.6087 | 74 | 1.4115 | 0.0939 | 1.4115 | 1.1881 |
89
+ | No log | 1.6522 | 76 | 1.5486 | 0.1111 | 1.5486 | 1.2444 |
90
+ | No log | 1.6957 | 78 | 1.4303 | 0.0861 | 1.4303 | 1.1960 |
91
+ | No log | 1.7391 | 80 | 1.2315 | 0.1500 | 1.2315 | 1.1097 |
92
+ | No log | 1.7826 | 82 | 1.0416 | 0.2226 | 1.0416 | 1.0206 |
93
+ | No log | 1.8261 | 84 | 0.9985 | 0.2818 | 0.9985 | 0.9993 |
94
+ | No log | 1.8696 | 86 | 1.0136 | 0.2251 | 1.0136 | 1.0068 |
95
+ | No log | 1.9130 | 88 | 1.1890 | 0.0961 | 1.1890 | 1.0904 |
96
+ | No log | 1.9565 | 90 | 1.3523 | 0.0541 | 1.3523 | 1.1629 |
97
+ | No log | 2.0 | 92 | 1.3807 | 0.0541 | 1.3807 | 1.1750 |
98
+ | No log | 2.0435 | 94 | 1.2957 | 0.1170 | 1.2957 | 1.1383 |
99
+ | No log | 2.0870 | 96 | 1.2446 | 0.2577 | 1.2446 | 1.1156 |
100
+ | No log | 2.1304 | 98 | 1.2931 | 0.2934 | 1.2931 | 1.1372 |
101
+ | No log | 2.1739 | 100 | 1.3752 | 0.2647 | 1.3752 | 1.1727 |
102
+ | No log | 2.2174 | 102 | 1.5603 | 0.2239 | 1.5603 | 1.2491 |
103
+ | No log | 2.2609 | 104 | 1.5673 | 0.1943 | 1.5673 | 1.2519 |
104
+ | No log | 2.3043 | 106 | 1.3581 | 0.1880 | 1.3581 | 1.1654 |
105
+ | No log | 2.3478 | 108 | 1.2639 | 0.2203 | 1.2639 | 1.1242 |
106
+ | No log | 2.3913 | 110 | 1.3721 | 0.1744 | 1.3721 | 1.1714 |
107
+ | No log | 2.4348 | 112 | 1.3829 | 0.1744 | 1.3829 | 1.1760 |
108
+ | No log | 2.4783 | 114 | 1.3706 | 0.0931 | 1.3706 | 1.1707 |
109
+ | No log | 2.5217 | 116 | 1.3150 | 0.0278 | 1.3150 | 1.1467 |
110
+ | No log | 2.5652 | 118 | 1.3244 | 0.0278 | 1.3243 | 1.1508 |
111
+ | No log | 2.6087 | 120 | 1.3610 | 0.0571 | 1.3610 | 1.1666 |
112
+ | No log | 2.6522 | 122 | 1.4380 | 0.1438 | 1.4380 | 1.1992 |
113
+ | No log | 2.6957 | 124 | 1.5829 | 0.2084 | 1.5829 | 1.2581 |
114
+ | No log | 2.7391 | 126 | 1.6933 | 0.1630 | 1.6933 | 1.3013 |
115
+ | No log | 2.7826 | 128 | 1.7564 | 0.1565 | 1.7564 | 1.3253 |
116
+ | No log | 2.8261 | 130 | 1.6754 | 0.1531 | 1.6754 | 1.2944 |
117
+ | No log | 2.8696 | 132 | 1.5731 | 0.2084 | 1.5731 | 1.2542 |
118
+ | No log | 2.9130 | 134 | 1.3438 | 0.1935 | 1.3438 | 1.1592 |
119
+ | No log | 2.9565 | 136 | 1.1706 | 0.3322 | 1.1706 | 1.0819 |
120
+ | No log | 3.0 | 138 | 1.1863 | 0.2986 | 1.1863 | 1.0892 |
121
+ | No log | 3.0435 | 140 | 1.3843 | 0.1727 | 1.3843 | 1.1766 |
122
+ | No log | 3.0870 | 142 | 1.3961 | 0.2026 | 1.3961 | 1.1816 |
123
+ | No log | 3.1304 | 144 | 1.2523 | 0.1750 | 1.2523 | 1.1190 |
124
+ | No log | 3.1739 | 146 | 1.0364 | 0.2836 | 1.0364 | 1.0181 |
125
+ | No log | 3.2174 | 148 | 1.0040 | 0.2814 | 1.0040 | 1.0020 |
126
+ | No log | 3.2609 | 150 | 1.0200 | 0.2747 | 1.0200 | 1.0099 |
127
+ | No log | 3.3043 | 152 | 1.1610 | 0.1751 | 1.1610 | 1.0775 |
128
+ | No log | 3.3478 | 154 | 1.2712 | 0.2241 | 1.2712 | 1.1275 |
129
+ | No log | 3.3913 | 156 | 1.3278 | 0.2026 | 1.3278 | 1.1523 |
130
+ | No log | 3.4348 | 158 | 1.3717 | 0.2015 | 1.3717 | 1.1712 |
131
+ | No log | 3.4783 | 160 | 1.4298 | 0.2126 | 1.4298 | 1.1957 |
132
+ | No log | 3.5217 | 162 | 1.3525 | 0.1744 | 1.3525 | 1.1630 |
133
+ | No log | 3.5652 | 164 | 1.2405 | 0.1052 | 1.2405 | 1.1138 |
134
+ | No log | 3.6087 | 166 | 1.2213 | 0.1052 | 1.2213 | 1.1051 |
135
+ | No log | 3.6522 | 168 | 1.2550 | 0.1407 | 1.2550 | 1.1203 |
136
+ | No log | 3.6957 | 170 | 1.3342 | 0.1744 | 1.3342 | 1.1551 |
137
+ | No log | 3.7391 | 172 | 1.3147 | 0.1407 | 1.3147 | 1.1466 |
138
+ | No log | 3.7826 | 174 | 1.2438 | 0.1407 | 1.2438 | 1.1153 |
139
+ | No log | 3.8261 | 176 | 1.1960 | 0.1744 | 1.1960 | 1.0936 |
140
+ | No log | 3.8696 | 178 | 1.1791 | 0.1838 | 1.1791 | 1.0859 |
141
+ | No log | 3.9130 | 180 | 1.2132 | 0.2372 | 1.2132 | 1.1015 |
142
+ | No log | 3.9565 | 182 | 1.2588 | 0.1952 | 1.2588 | 1.1219 |
143
+ | No log | 4.0 | 184 | 1.2959 | 0.1288 | 1.2959 | 1.1384 |
144
+ | No log | 4.0435 | 186 | 1.2517 | 0.1952 | 1.2517 | 1.1188 |
145
+ | No log | 4.0870 | 188 | 1.0788 | 0.1628 | 1.0788 | 1.0386 |
146
+ | No log | 4.1304 | 190 | 0.9857 | 0.0990 | 0.9857 | 0.9928 |
147
+ | No log | 4.1739 | 192 | 1.0274 | 0.1654 | 1.0274 | 1.0136 |
148
+ | No log | 4.2174 | 194 | 1.2044 | 0.1943 | 1.2044 | 1.0974 |
149
+ | No log | 4.2609 | 196 | 1.4818 | 0.2733 | 1.4818 | 1.2173 |
150
+ | No log | 4.3043 | 198 | 1.6197 | 0.2733 | 1.6197 | 1.2727 |
151
+ | No log | 4.3478 | 200 | 1.5808 | 0.2568 | 1.5808 | 1.2573 |
152
+ | No log | 4.3913 | 202 | 1.4309 | 0.2089 | 1.4309 | 1.1962 |
153
+ | No log | 4.4348 | 204 | 1.2446 | 0.1654 | 1.2446 | 1.1156 |
154
+ | No log | 4.4783 | 206 | 1.1575 | 0.1226 | 1.1575 | 1.0759 |
155
+ | No log | 4.5217 | 208 | 1.2394 | -0.0929 | 1.2394 | 1.1133 |
156
+ | No log | 4.5652 | 210 | 1.3669 | -0.0263 | 1.3669 | 1.1692 |
157
+ | No log | 4.6087 | 212 | 1.4567 | 0.0935 | 1.4567 | 1.2069 |
158
+ | No log | 4.6522 | 214 | 1.6541 | 0.1565 | 1.6541 | 1.2861 |
159
+ | No log | 4.6957 | 216 | 1.7426 | 0.1630 | 1.7426 | 1.3201 |
160
+ | No log | 4.7391 | 218 | 1.6686 | 0.1540 | 1.6686 | 1.2917 |
161
+ | No log | 4.7826 | 220 | 1.4300 | 0.2062 | 1.4300 | 1.1958 |
162
+ | No log | 4.8261 | 222 | 1.2014 | 0.2038 | 1.2014 | 1.0961 |
163
+ | No log | 4.8696 | 224 | 1.1368 | 0.1976 | 1.1368 | 1.0662 |
164
+ | No log | 4.9130 | 226 | 1.1853 | 0.2126 | 1.1853 | 1.0887 |
165
+ | No log | 4.9565 | 228 | 1.3017 | 0.2126 | 1.3017 | 1.1409 |
166
+ | No log | 5.0 | 230 | 1.4541 | 0.2342 | 1.4541 | 1.2059 |
167
+ | No log | 5.0435 | 232 | 1.5230 | 0.2694 | 1.5230 | 1.2341 |
168
+ | No log | 5.0870 | 234 | 1.5715 | 0.2940 | 1.5715 | 1.2536 |
169
+ | No log | 5.1304 | 236 | 1.5879 | 0.2940 | 1.5879 | 1.2601 |
170
+ | No log | 5.1739 | 238 | 1.6163 | 0.2974 | 1.6163 | 1.2713 |
171
+ | No log | 5.2174 | 240 | 1.6416 | 0.2974 | 1.6416 | 1.2813 |
172
+ | No log | 5.2609 | 242 | 1.5124 | 0.2694 | 1.5124 | 1.2298 |
173
+ | No log | 5.3043 | 244 | 1.3814 | 0.2170 | 1.3814 | 1.1753 |
174
+ | No log | 5.3478 | 246 | 1.2922 | 0.2123 | 1.2922 | 1.1368 |
175
+ | No log | 5.3913 | 248 | 1.2558 | 0.1850 | 1.2558 | 1.1206 |
176
+ | No log | 5.4348 | 250 | 1.2536 | 0.2170 | 1.2536 | 1.1197 |
177
+ | No log | 5.4783 | 252 | 1.2772 | 0.2117 | 1.2772 | 1.1301 |
178
+ | No log | 5.5217 | 254 | 1.3543 | 0.2117 | 1.3543 | 1.1638 |
179
+ | No log | 5.5652 | 256 | 1.4065 | 0.2391 | 1.4065 | 1.1860 |
180
+ | No log | 5.6087 | 258 | 1.3442 | 0.2117 | 1.3442 | 1.1594 |
181
+ | No log | 5.6522 | 260 | 1.2262 | 0.2170 | 1.2262 | 1.1074 |
182
+ | No log | 5.6957 | 262 | 1.2713 | 0.2170 | 1.2713 | 1.1275 |
183
+ | No log | 5.7391 | 264 | 1.4719 | 0.2653 | 1.4719 | 1.2132 |
184
+ | No log | 5.7826 | 266 | 1.5603 | 0.2391 | 1.5603 | 1.2491 |
185
+ | No log | 5.8261 | 268 | 1.5712 | 0.2117 | 1.5712 | 1.2535 |
186
+ | No log | 5.8696 | 270 | 1.4485 | 0.2239 | 1.4485 | 1.2035 |
187
+ | No log | 5.9130 | 272 | 1.2462 | 0.1407 | 1.2462 | 1.1163 |
188
+ | No log | 5.9565 | 274 | 1.1625 | 0.0401 | 1.1625 | 1.0782 |
189
+ | No log | 6.0 | 276 | 1.1418 | 0.0401 | 1.1418 | 1.0686 |
190
+ | No log | 6.0435 | 278 | 1.1306 | 0.0 | 1.1306 | 1.0633 |
191
+ | No log | 6.0870 | 280 | 1.2284 | 0.0390 | 1.2284 | 1.1083 |
192
+ | No log | 6.1304 | 282 | 1.4489 | 0.1814 | 1.4489 | 1.2037 |
193
+ | No log | 6.1739 | 284 | 1.6047 | 0.2694 | 1.6047 | 1.2668 |
194
+ | No log | 6.2174 | 286 | 1.6028 | 0.2315 | 1.6028 | 1.2660 |
195
+ | No log | 6.2609 | 288 | 1.5736 | 0.2555 | 1.5736 | 1.2544 |
196
+ | No log | 6.3043 | 290 | 1.4503 | 0.1850 | 1.4503 | 1.2043 |
197
+ | No log | 6.3478 | 292 | 1.3713 | 0.1700 | 1.3713 | 1.1710 |
198
+ | No log | 6.3913 | 294 | 1.2483 | 0.0 | 1.2483 | 1.1173 |
199
+ | No log | 6.4348 | 296 | 1.2038 | 0.0033 | 1.2038 | 1.0972 |
200
+ | No log | 6.4783 | 298 | 1.2213 | 0.0 | 1.2213 | 1.1051 |
201
+ | No log | 6.5217 | 300 | 1.2195 | 0.0033 | 1.2195 | 1.1043 |
202
+ | No log | 6.5652 | 302 | 1.2489 | 0.0342 | 1.2489 | 1.1175 |
203
+ | No log | 6.6087 | 304 | 1.3493 | 0.1053 | 1.3493 | 1.1616 |
204
+ | No log | 6.6522 | 306 | 1.5235 | 0.1700 | 1.5235 | 1.2343 |
205
+ | No log | 6.6957 | 308 | 1.6310 | 0.2391 | 1.6310 | 1.2771 |
206
+ | No log | 6.7391 | 310 | 1.5521 | 0.2126 | 1.5521 | 1.2458 |
207
+ | No log | 6.7826 | 312 | 1.4246 | 0.1113 | 1.4246 | 1.1936 |
208
+ | No log | 6.8261 | 314 | 1.3444 | 0.0 | 1.3444 | 1.1595 |
209
+ | No log | 6.8696 | 316 | 1.4029 | 0.0 | 1.4029 | 1.1844 |
210
+ | No log | 6.9130 | 318 | 1.4469 | 0.0 | 1.4468 | 1.2029 |
211
+ | No log | 6.9565 | 320 | 1.5172 | 0.0661 | 1.5172 | 1.2318 |
212
+ | No log | 7.0 | 322 | 1.5764 | 0.1052 | 1.5764 | 1.2556 |
213
+ | No log | 7.0435 | 324 | 1.6108 | 0.1310 | 1.6108 | 1.2692 |
214
+ | No log | 7.0870 | 326 | 1.6321 | 0.0760 | 1.6321 | 1.2775 |
215
+ | No log | 7.1304 | 328 | 1.6243 | 0.2132 | 1.6243 | 1.2745 |
216
+ | No log | 7.1739 | 330 | 1.6303 | 0.1908 | 1.6303 | 1.2768 |
217
+ | No log | 7.2174 | 332 | 1.7224 | 0.1808 | 1.7224 | 1.3124 |
218
+ | No log | 7.2609 | 334 | 1.8301 | 0.1183 | 1.8301 | 1.3528 |
219
+ | No log | 7.3043 | 336 | 1.7786 | 0.1317 | 1.7786 | 1.3337 |
220
+ | No log | 7.3478 | 338 | 1.7605 | 0.1607 | 1.7605 | 1.3268 |
221
+ | No log | 7.3913 | 340 | 1.6368 | 0.1892 | 1.6368 | 1.2794 |
222
+ | No log | 7.4348 | 342 | 1.4578 | 0.1744 | 1.4578 | 1.2074 |
223
+ | No log | 7.4783 | 344 | 1.3176 | 0.0401 | 1.3176 | 1.1479 |
224
+ | No log | 7.5217 | 346 | 1.3217 | 0.0401 | 1.3217 | 1.1496 |
225
+ | No log | 7.5652 | 348 | 1.3654 | 0.0401 | 1.3654 | 1.1685 |
226
+ | No log | 7.6087 | 350 | 1.4647 | 0.1744 | 1.4647 | 1.2103 |
227
+ | No log | 7.6522 | 352 | 1.5287 | 0.1744 | 1.5287 | 1.2364 |
228
+ | No log | 7.6957 | 354 | 1.5984 | 0.2221 | 1.5984 | 1.2643 |
229
+ | No log | 7.7391 | 356 | 1.5656 | 0.2342 | 1.5656 | 1.2512 |
230
+ | No log | 7.7826 | 358 | 1.4182 | 0.1512 | 1.4182 | 1.1909 |
231
+ | No log | 7.8261 | 360 | 1.2561 | 0.0935 | 1.2561 | 1.1208 |
232
+ | No log | 7.8696 | 362 | 1.2361 | 0.0571 | 1.2361 | 1.1118 |
233
+ | No log | 7.9130 | 364 | 1.3294 | 0.1052 | 1.3294 | 1.1530 |
234
+ | No log | 7.9565 | 366 | 1.4223 | 0.1744 | 1.4223 | 1.1926 |
235
+ | No log | 8.0 | 368 | 1.4388 | 0.1744 | 1.4388 | 1.1995 |
236
+ | No log | 8.0435 | 370 | 1.3590 | 0.1370 | 1.3590 | 1.1657 |
237
+ | No log | 8.0870 | 372 | 1.2384 | 0.1705 | 1.2384 | 1.1128 |
238
+ | No log | 8.1304 | 374 | 1.2230 | 0.1705 | 1.2230 | 1.1059 |
239
+ | No log | 8.1739 | 376 | 1.2979 | 0.1167 | 1.2979 | 1.1393 |
240
+ | No log | 8.2174 | 378 | 1.4444 | 0.1744 | 1.4444 | 1.2018 |
241
+ | No log | 8.2609 | 380 | 1.4763 | 0.0931 | 1.4763 | 1.2150 |
242
+ | No log | 8.3043 | 382 | 1.5562 | 0.0781 | 1.5562 | 1.2475 |
243
+ | No log | 8.3478 | 384 | 1.6654 | 0.1634 | 1.6654 | 1.2905 |
244
+ | No log | 8.3913 | 386 | 1.6748 | 0.2391 | 1.6748 | 1.2941 |
245
+ | No log | 8.4348 | 388 | 1.6046 | 0.2424 | 1.6046 | 1.2667 |
246
+ | No log | 8.4783 | 390 | 1.5172 | 0.1744 | 1.5172 | 1.2318 |
247
+ | No log | 8.5217 | 392 | 1.4127 | 0.0781 | 1.4127 | 1.1886 |
248
+ | No log | 8.5652 | 394 | 1.4040 | 0.0781 | 1.4040 | 1.1849 |
249
+ | No log | 8.6087 | 396 | 1.4553 | 0.0781 | 1.4553 | 1.2063 |
250
+ | No log | 8.6522 | 398 | 1.5226 | 0.1744 | 1.5226 | 1.2339 |
251
+ | No log | 8.6957 | 400 | 1.6355 | 0.2611 | 1.6355 | 1.2789 |
252
+ | No log | 8.7391 | 402 | 1.5460 | 0.2694 | 1.5460 | 1.2434 |
253
+ | No log | 8.7826 | 404 | 1.4971 | 0.2694 | 1.4971 | 1.2236 |
254
+ | No log | 8.8261 | 406 | 1.5429 | 0.2694 | 1.5429 | 1.2421 |
255
+ | No log | 8.8696 | 408 | 1.5582 | 0.2694 | 1.5582 | 1.2483 |
256
+ | No log | 8.9130 | 410 | 1.5205 | 0.2474 | 1.5205 | 1.2331 |
257
+ | No log | 8.9565 | 412 | 1.4330 | 0.1814 | 1.4330 | 1.1971 |
258
+ | No log | 9.0 | 414 | 1.3315 | 0.1814 | 1.3315 | 1.1539 |
259
+ | No log | 9.0435 | 416 | 1.3550 | 0.1814 | 1.3550 | 1.1640 |
260
+ | No log | 9.0870 | 418 | 1.4720 | 0.2568 | 1.4720 | 1.2133 |
261
+ | No log | 9.1304 | 420 | 1.5513 | 0.2694 | 1.5513 | 1.2455 |
262
+ | No log | 9.1739 | 422 | 1.4624 | 0.2339 | 1.4624 | 1.2093 |
263
+ | No log | 9.2174 | 424 | 1.4436 | 0.2339 | 1.4436 | 1.2015 |
264
+ | No log | 9.2609 | 426 | 1.4416 | 0.2465 | 1.4416 | 1.2007 |
265
+ | No log | 9.3043 | 428 | 1.5096 | 0.2653 | 1.5096 | 1.2287 |
266
+ | No log | 9.3478 | 430 | 1.4785 | 0.1943 | 1.4785 | 1.2160 |
267
+ | No log | 9.3913 | 432 | 1.3792 | 0.1486 | 1.3792 | 1.1744 |
268
+ | No log | 9.4348 | 434 | 1.2704 | 0.0781 | 1.2704 | 1.1271 |
269
+ | No log | 9.4783 | 436 | 1.2178 | 0.1486 | 1.2178 | 1.1035 |
270
+ | No log | 9.5217 | 438 | 1.2726 | 0.1943 | 1.2726 | 1.1281 |
271
+ | No log | 9.5652 | 440 | 1.3852 | 0.2482 | 1.3852 | 1.1769 |
272
+ | No log | 9.6087 | 442 | 1.3733 | 0.2653 | 1.3733 | 1.1719 |
273
+ | No log | 9.6522 | 444 | 1.3084 | 0.2522 | 1.3084 | 1.1439 |
274
+ | No log | 9.6957 | 446 | 1.2734 | 0.1486 | 1.2734 | 1.1285 |
275
+ | No log | 9.7391 | 448 | 1.2775 | 0.1486 | 1.2775 | 1.1303 |
276
+ | No log | 9.7826 | 450 | 1.3019 | 0.1407 | 1.3019 | 1.1410 |
277
+ | No log | 9.8261 | 452 | 1.3078 | 0.0781 | 1.3078 | 1.1436 |
278
+ | No log | 9.8696 | 454 | 1.3096 | 0.1407 | 1.3096 | 1.1444 |
279
+ | No log | 9.9130 | 456 | 1.3516 | 0.1486 | 1.3516 | 1.1626 |
280
+ | No log | 9.9565 | 458 | 1.3188 | 0.1814 | 1.3188 | 1.1484 |
281
+ | No log | 10.0 | 460 | 1.2446 | 0.1486 | 1.2446 | 1.1156 |
282
+ | No log | 10.0435 | 462 | 1.2017 | 0.1486 | 1.2017 | 1.0962 |
283
+ | No log | 10.0870 | 464 | 1.2594 | 0.2126 | 1.2594 | 1.1222 |
284
+ | No log | 10.1304 | 466 | 1.4063 | 0.2653 | 1.4063 | 1.1859 |
285
+ | No log | 10.1739 | 468 | 1.4576 | 0.2733 | 1.4576 | 1.2073 |
286
+ | No log | 10.2174 | 470 | 1.3466 | 0.2611 | 1.3466 | 1.1604 |
287
+ | No log | 10.2609 | 472 | 1.2606 | 0.2555 | 1.2606 | 1.1228 |
288
+ | No log | 10.3043 | 474 | 1.2992 | 0.2602 | 1.2992 | 1.1398 |
289
+ | No log | 10.3478 | 476 | 1.3003 | 0.2506 | 1.3003 | 1.1403 |
290
+ | No log | 10.3913 | 478 | 1.3102 | 0.2372 | 1.3102 | 1.1446 |
291
+ | No log | 10.4348 | 480 | 1.3934 | 0.2065 | 1.3934 | 1.1804 |
292
+ | No log | 10.4783 | 482 | 1.3668 | 0.2065 | 1.3668 | 1.1691 |
293
+ | No log | 10.5217 | 484 | 1.4287 | 0.2065 | 1.4287 | 1.1953 |
294
+ | No log | 10.5652 | 486 | 1.6009 | 0.1880 | 1.6009 | 1.2653 |
295
+ | No log | 10.6087 | 488 | 1.6369 | 0.2342 | 1.6369 | 1.2794 |
296
+ | No log | 10.6522 | 490 | 1.5462 | 0.2694 | 1.5462 | 1.2434 |
297
+ | No log | 10.6957 | 492 | 1.4127 | 0.2290 | 1.4127 | 1.1886 |
298
+ | No log | 10.7391 | 494 | 1.3308 | 0.2574 | 1.3308 | 1.1536 |
299
+ | No log | 10.7826 | 496 | 1.3379 | 0.2611 | 1.3379 | 1.1567 |
300
+ | No log | 10.8261 | 498 | 1.3246 | 0.2793 | 1.3246 | 1.1509 |
301
+ | 0.2599 | 10.8696 | 500 | 1.2372 | 0.1744 | 1.2372 | 1.1123 |
302
+ | 0.2599 | 10.9130 | 502 | 1.1882 | 0.1407 | 1.1882 | 1.0901 |
303
+ | 0.2599 | 10.9565 | 504 | 1.2477 | 0.2126 | 1.2477 | 1.1170 |
304
+ | 0.2599 | 11.0 | 506 | 1.2748 | 0.2522 | 1.2748 | 1.1291 |
305
+ | 0.2599 | 11.0435 | 508 | 1.2402 | 0.2522 | 1.2402 | 1.1136 |
306
+ | 0.2599 | 11.0870 | 510 | 1.2367 | 0.2522 | 1.2367 | 1.1121 |
307
+ | 0.2599 | 11.1304 | 512 | 1.1865 | 0.1880 | 1.1865 | 1.0893 |
308
+ | 0.2599 | 11.1739 | 514 | 1.2051 | 0.1880 | 1.2051 | 1.0978 |
309
+ | 0.2599 | 11.2174 | 516 | 1.2600 | 0.1880 | 1.2600 | 1.1225 |
310
+ | 0.2599 | 11.2609 | 518 | 1.3715 | 0.2752 | 1.3715 | 1.1711 |
311
+ | 0.2599 | 11.3043 | 520 | 1.3921 | 0.2793 | 1.3921 | 1.1799 |
312
+ | 0.2599 | 11.3478 | 522 | 1.3862 | 0.2793 | 1.3862 | 1.1774 |
313
+ | 0.2599 | 11.3913 | 524 | 1.3326 | 0.2752 | 1.3326 | 1.1544 |
314
+ | 0.2599 | 11.4348 | 526 | 1.2189 | 0.1814 | 1.2189 | 1.1040 |
315
+ | 0.2599 | 11.4783 | 528 | 1.1856 | 0.1961 | 1.1856 | 1.0889 |
316
+ | 0.2599 | 11.5217 | 530 | 1.2013 | 0.1935 | 1.2013 | 1.0960 |
317
+ | 0.2599 | 11.5652 | 532 | 1.3006 | 0.2752 | 1.3006 | 1.1404 |
318
+ | 0.2599 | 11.6087 | 534 | 1.3334 | 0.2372 | 1.3334 | 1.1547 |
319
+ | 0.2599 | 11.6522 | 536 | 1.3523 | 0.2065 | 1.3523 | 1.1629 |
320
+ | 0.2599 | 11.6957 | 538 | 1.3473 | 0.2065 | 1.3473 | 1.1607 |
321
+ | 0.2599 | 11.7391 | 540 | 1.3603 | 0.2372 | 1.3603 | 1.1663 |
322
+ | 0.2599 | 11.7826 | 542 | 1.3395 | 0.2793 | 1.3395 | 1.1574 |
323
+ | 0.2599 | 11.8261 | 544 | 1.2427 | 0.2172 | 1.2427 | 1.1148 |
324
+ | 0.2599 | 11.8696 | 546 | 1.1504 | 0.2076 | 1.1504 | 1.0726 |
325
+ | 0.2599 | 11.9130 | 548 | 1.1808 | 0.2172 | 1.1808 | 1.0866 |
326
+ | 0.2599 | 11.9565 | 550 | 1.1985 | 0.1658 | 1.1985 | 1.0947 |
327
+ | 0.2599 | 12.0 | 552 | 1.1504 | 0.1725 | 1.1504 | 1.0726 |
328
+ | 0.2599 | 12.0435 | 554 | 1.0693 | 0.2192 | 1.0693 | 1.0341 |
329
+ | 0.2599 | 12.0870 | 556 | 1.1251 | 0.1795 | 1.1251 | 1.0607 |
330
+ | 0.2599 | 12.1304 | 558 | 1.0854 | 0.1724 | 1.0854 | 1.0418 |
331
+ | 0.2599 | 12.1739 | 560 | 1.0101 | 0.2077 | 1.0101 | 1.0050 |
332
+ | 0.2599 | 12.2174 | 562 | 0.9901 | 0.1601 | 0.9901 | 0.9950 |
333
+ | 0.2599 | 12.2609 | 564 | 1.0392 | 0.1292 | 1.0392 | 1.0194 |
334
+ | 0.2599 | 12.3043 | 566 | 1.1432 | 0.1379 | 1.1432 | 1.0692 |
335
+ | 0.2599 | 12.3478 | 568 | 1.2855 | 0.1407 | 1.2855 | 1.1338 |
336
+ | 0.2599 | 12.3913 | 570 | 1.4193 | 0.2752 | 1.4193 | 1.1914 |
337
+ | 0.2599 | 12.4348 | 572 | 1.5028 | 0.2793 | 1.5028 | 1.2259 |
338
+ | 0.2599 | 12.4783 | 574 | 1.4893 | 0.2793 | 1.4893 | 1.2204 |
339
+ | 0.2599 | 12.5217 | 576 | 1.4409 | 0.2465 | 1.4409 | 1.2004 |
340
+ | 0.2599 | 12.5652 | 578 | 1.3707 | 0.2417 | 1.3707 | 1.1708 |
341
+ | 0.2599 | 12.6087 | 580 | 1.2798 | 0.1512 | 1.2798 | 1.1313 |
342
+ | 0.2599 | 12.6522 | 582 | 1.2416 | 0.0961 | 1.2416 | 1.1143 |
343
+ | 0.2599 | 12.6957 | 584 | 1.2784 | 0.0390 | 1.2784 | 1.1307 |
344
+ | 0.2599 | 12.7391 | 586 | 1.2956 | 0.0781 | 1.2956 | 1.1382 |
345
+ | 0.2599 | 12.7826 | 588 | 1.3017 | 0.1407 | 1.3017 | 1.1409 |
346
 
347
 
348
  ### Framework versions