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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task2_organization

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  1. README.md +262 -261
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8781
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- - Qwk: 0.4002
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- - Mse: 0.8781
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- - Rmse: 0.9371
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  ## Model description
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@@ -49,261 +49,262 @@ 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 | 0.0235 | 2 | 4.8130 | 0.0010 | 4.8130 | 2.1938 |
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- | No log | 0.0471 | 4 | 2.9507 | -0.0517 | 2.9507 | 1.7178 |
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- | No log | 0.0706 | 6 | 2.0338 | -0.0161 | 2.0338 | 1.4261 |
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- | No log | 0.0941 | 8 | 1.5618 | 0.0348 | 1.5618 | 1.2497 |
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- | No log | 0.1176 | 10 | 1.3107 | 0.0395 | 1.3107 | 1.1449 |
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- | No log | 0.1412 | 12 | 1.5985 | 0.1200 | 1.5985 | 1.2643 |
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- | No log | 0.1647 | 14 | 1.5986 | 0.0681 | 1.5986 | 1.2644 |
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- | No log | 0.1882 | 16 | 1.2484 | 0.1495 | 1.2484 | 1.1173 |
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- | No log | 0.2118 | 18 | 1.3523 | 0.1217 | 1.3523 | 1.1629 |
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- | No log | 0.2353 | 20 | 1.4684 | 0.1031 | 1.4684 | 1.2118 |
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- | No log | 0.2588 | 22 | 1.3392 | 0.1379 | 1.3392 | 1.1572 |
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- | No log | 0.2824 | 24 | 1.1471 | 0.1546 | 1.1471 | 1.0710 |
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- | No log | 0.3059 | 26 | 1.4422 | 0.0898 | 1.4422 | 1.2009 |
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- | No log | 0.3294 | 28 | 1.8570 | 0.1068 | 1.8570 | 1.3627 |
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- | No log | 0.3529 | 30 | 1.7779 | 0.1060 | 1.7779 | 1.3334 |
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- | No log | 0.3765 | 32 | 1.4941 | 0.0317 | 1.4941 | 1.2223 |
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- | No log | 0.4 | 34 | 1.2539 | 0.1165 | 1.2539 | 1.1198 |
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- | No log | 0.4235 | 36 | 1.1342 | 0.2124 | 1.1342 | 1.0650 |
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- | No log | 0.4471 | 38 | 1.1077 | 0.1814 | 1.1077 | 1.0525 |
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- | No log | 0.4706 | 40 | 1.1250 | 0.0872 | 1.1250 | 1.0607 |
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- | No log | 0.4941 | 42 | 1.1057 | 0.1979 | 1.1057 | 1.0515 |
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- | No log | 0.5176 | 44 | 1.1483 | 0.2289 | 1.1483 | 1.0716 |
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- | No log | 0.5412 | 46 | 1.2443 | 0.1920 | 1.2443 | 1.1155 |
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- | No log | 0.5647 | 48 | 1.3180 | 0.1314 | 1.3180 | 1.1480 |
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- | No log | 0.5882 | 50 | 1.2533 | 0.1920 | 1.2533 | 1.1195 |
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- | No log | 0.6118 | 52 | 1.2538 | 0.2067 | 1.2538 | 1.1197 |
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- | No log | 0.6353 | 54 | 1.2465 | 0.2067 | 1.2465 | 1.1165 |
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- | No log | 0.6588 | 56 | 1.2130 | 0.2067 | 1.2130 | 1.1014 |
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- | No log | 0.6824 | 58 | 1.0641 | 0.2963 | 1.0641 | 1.0316 |
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- | No log | 0.7059 | 60 | 1.0040 | 0.2145 | 1.0040 | 1.0020 |
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- | No log | 0.7294 | 62 | 1.0074 | 0.1642 | 1.0074 | 1.0037 |
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- | No log | 0.7529 | 64 | 1.0038 | 0.1683 | 1.0038 | 1.0019 |
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- | No log | 0.7765 | 66 | 1.0441 | 0.2509 | 1.0441 | 1.0218 |
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- | No log | 0.8 | 68 | 1.0882 | 0.2988 | 1.0882 | 1.0431 |
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- | No log | 0.8235 | 70 | 1.1860 | 0.2203 | 1.1860 | 1.0890 |
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- | No log | 0.8471 | 72 | 1.1787 | 0.1715 | 1.1787 | 1.0857 |
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- | No log | 0.8706 | 74 | 1.0626 | 0.3544 | 1.0626 | 1.0308 |
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- | No log | 0.8941 | 76 | 0.9926 | 0.2835 | 0.9926 | 0.9963 |
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- | No log | 0.9176 | 78 | 1.0354 | 0.2130 | 1.0354 | 1.0175 |
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- | No log | 0.9412 | 80 | 1.2060 | 0.2250 | 1.2060 | 1.0982 |
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- | No log | 0.9647 | 82 | 1.1571 | 0.2975 | 1.1571 | 1.0757 |
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- | No log | 0.9882 | 84 | 1.0381 | 0.2830 | 1.0381 | 1.0189 |
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- | No log | 1.0118 | 86 | 1.1027 | 0.2844 | 1.1027 | 1.0501 |
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- | No log | 1.0353 | 88 | 1.1756 | 0.2232 | 1.1756 | 1.0843 |
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- | No log | 1.0588 | 90 | 1.1343 | 0.2917 | 1.1343 | 1.0650 |
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- | No log | 1.0824 | 92 | 1.2125 | 0.1904 | 1.2125 | 1.1011 |
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- | No log | 1.1059 | 94 | 1.4439 | 0.2117 | 1.4439 | 1.2016 |
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- | No log | 1.1294 | 96 | 1.5396 | 0.1817 | 1.5396 | 1.2408 |
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- | No log | 1.1529 | 98 | 1.3318 | 0.2736 | 1.3318 | 1.1540 |
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- | No log | 1.1765 | 100 | 1.1265 | 0.2069 | 1.1265 | 1.0614 |
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- | No log | 1.2 | 102 | 1.1247 | 0.1560 | 1.1247 | 1.0605 |
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- | No log | 1.2235 | 104 | 1.2195 | 0.2100 | 1.2195 | 1.1043 |
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- | No log | 1.2471 | 106 | 1.1975 | 0.2044 | 1.1975 | 1.0943 |
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- | No log | 1.2706 | 108 | 1.0899 | 0.3309 | 1.0899 | 1.0440 |
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- | No log | 1.2941 | 110 | 1.2255 | 0.3222 | 1.2255 | 1.1070 |
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- | No log | 1.3176 | 112 | 1.3698 | 0.3791 | 1.3698 | 1.1704 |
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- | No log | 1.3412 | 114 | 1.2585 | 0.3354 | 1.2585 | 1.1218 |
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- | No log | 1.3647 | 116 | 1.1373 | 0.2802 | 1.1373 | 1.0665 |
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- | No log | 1.3882 | 118 | 1.1393 | 0.2483 | 1.1393 | 1.0674 |
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- | No log | 1.4118 | 120 | 1.1207 | 0.3664 | 1.1207 | 1.0586 |
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- | No log | 1.4353 | 122 | 1.3573 | 0.3649 | 1.3573 | 1.1650 |
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- | No log | 1.4588 | 124 | 1.8362 | 0.2461 | 1.8362 | 1.3551 |
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- | No log | 1.4824 | 126 | 1.7874 | 0.2461 | 1.7874 | 1.3369 |
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- | No log | 1.5059 | 128 | 1.3810 | 0.3980 | 1.3810 | 1.1752 |
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- | No log | 1.5294 | 130 | 1.0124 | 0.3918 | 1.0124 | 1.0062 |
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- | No log | 1.5529 | 132 | 0.9528 | 0.4050 | 0.9528 | 0.9761 |
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- | No log | 1.5765 | 134 | 0.9658 | 0.3854 | 0.9658 | 0.9827 |
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- | No log | 1.6 | 136 | 0.9860 | 0.4254 | 0.9860 | 0.9930 |
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- | No log | 1.6235 | 138 | 0.9695 | 0.3982 | 0.9695 | 0.9846 |
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- | No log | 1.6471 | 140 | 0.9447 | 0.4377 | 0.9447 | 0.9720 |
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- | No log | 1.6706 | 142 | 0.9601 | 0.4106 | 0.9601 | 0.9799 |
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- | No log | 1.6941 | 144 | 0.9664 | 0.4841 | 0.9664 | 0.9831 |
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- | No log | 1.7176 | 146 | 0.9634 | 0.4841 | 0.9634 | 0.9815 |
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- | No log | 1.7412 | 148 | 0.9405 | 0.4996 | 0.9405 | 0.9698 |
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- | No log | 1.7647 | 150 | 0.9513 | 0.4358 | 0.9513 | 0.9753 |
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- | No log | 1.7882 | 152 | 0.9215 | 0.4196 | 0.9215 | 0.9600 |
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- | No log | 1.8118 | 154 | 1.0341 | 0.4007 | 1.0341 | 1.0169 |
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- | No log | 1.8353 | 156 | 1.0499 | 0.4007 | 1.0499 | 1.0247 |
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- | No log | 1.8588 | 158 | 0.9306 | 0.3940 | 0.9307 | 0.9647 |
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- | No log | 1.8824 | 160 | 1.0023 | 0.4023 | 1.0023 | 1.0012 |
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- | No log | 1.9059 | 162 | 1.0031 | 0.3972 | 1.0031 | 1.0016 |
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- | No log | 1.9294 | 164 | 0.9221 | 0.4066 | 0.9221 | 0.9603 |
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- | No log | 1.9529 | 166 | 0.9320 | 0.4160 | 0.9320 | 0.9654 |
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- | No log | 1.9765 | 168 | 0.9882 | 0.4248 | 0.9882 | 0.9941 |
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- | No log | 2.0 | 170 | 1.1909 | 0.3991 | 1.1909 | 1.0913 |
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- | No log | 2.0235 | 172 | 1.2552 | 0.3857 | 1.2552 | 1.1203 |
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- | No log | 2.0471 | 174 | 1.1104 | 0.3701 | 1.1104 | 1.0537 |
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- | No log | 2.0706 | 176 | 1.0080 | 0.4248 | 1.0080 | 1.0040 |
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- | No log | 2.0941 | 178 | 1.0917 | 0.3535 | 1.0917 | 1.0449 |
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- | No log | 2.1176 | 180 | 1.1963 | 0.3416 | 1.1963 | 1.0938 |
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- | No log | 2.1412 | 182 | 1.0834 | 0.4227 | 1.0834 | 1.0409 |
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- | No log | 2.1647 | 184 | 0.9577 | 0.4650 | 0.9577 | 0.9786 |
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- | No log | 2.1882 | 186 | 1.0123 | 0.4114 | 1.0123 | 1.0061 |
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- | No log | 2.2118 | 188 | 1.1284 | 0.4101 | 1.1284 | 1.0623 |
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- | No log | 2.2353 | 190 | 1.0608 | 0.3427 | 1.0608 | 1.0299 |
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- | No log | 2.2588 | 192 | 1.0430 | 0.3230 | 1.0430 | 1.0213 |
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- | No log | 2.2824 | 194 | 1.0426 | 0.3230 | 1.0426 | 1.0211 |
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- | No log | 2.3059 | 196 | 1.0387 | 0.3261 | 1.0387 | 1.0191 |
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- | No log | 2.3294 | 198 | 0.9928 | 0.3590 | 0.9928 | 0.9964 |
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- | No log | 2.3529 | 200 | 1.0208 | 0.3733 | 1.0208 | 1.0104 |
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- | No log | 2.3765 | 202 | 0.9822 | 0.3764 | 0.9822 | 0.9911 |
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- | No log | 2.4 | 204 | 1.0545 | 0.4623 | 1.0545 | 1.0269 |
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- | No log | 2.4235 | 206 | 1.1089 | 0.4697 | 1.1089 | 1.0530 |
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- | No log | 2.4471 | 208 | 1.1109 | 0.4586 | 1.1109 | 1.0540 |
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- | No log | 2.4706 | 210 | 0.9738 | 0.3833 | 0.9738 | 0.9868 |
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- | No log | 2.4941 | 212 | 0.9691 | 0.4554 | 0.9691 | 0.9844 |
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- | No log | 2.5176 | 214 | 0.9708 | 0.4847 | 0.9708 | 0.9853 |
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- | No log | 2.5412 | 216 | 0.9923 | 0.3956 | 0.9923 | 0.9961 |
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- | No log | 2.5647 | 218 | 1.0262 | 0.3719 | 1.0262 | 1.0130 |
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- | No log | 2.5882 | 220 | 1.0109 | 0.3759 | 1.0109 | 1.0054 |
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- | No log | 2.6118 | 222 | 0.9602 | 0.3500 | 0.9602 | 0.9799 |
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- | No log | 2.6353 | 224 | 1.0063 | 0.3759 | 1.0063 | 1.0032 |
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- | No log | 2.6588 | 226 | 1.0064 | 0.3891 | 1.0064 | 1.0032 |
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- | No log | 2.6824 | 228 | 0.9250 | 0.3427 | 0.9250 | 0.9618 |
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- | No log | 2.7059 | 230 | 1.0125 | 0.4257 | 1.0125 | 1.0063 |
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- | No log | 2.7294 | 232 | 1.1061 | 0.3907 | 1.1061 | 1.0517 |
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- | No log | 2.7529 | 234 | 1.0209 | 0.4485 | 1.0209 | 1.0104 |
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- | No log | 2.7765 | 236 | 0.9507 | 0.5186 | 0.9507 | 0.9750 |
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- | No log | 2.8 | 238 | 0.9410 | 0.4966 | 0.9410 | 0.9700 |
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- | No log | 2.8235 | 240 | 0.9927 | 0.4463 | 0.9927 | 0.9963 |
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- | No log | 2.8471 | 242 | 1.0371 | 0.4339 | 1.0371 | 1.0184 |
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- | No log | 2.8706 | 244 | 0.9727 | 0.4639 | 0.9727 | 0.9862 |
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- | No log | 2.8941 | 246 | 0.9906 | 0.4639 | 0.9906 | 0.9953 |
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- | No log | 2.9176 | 248 | 1.0128 | 0.4501 | 1.0128 | 1.0064 |
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- | No log | 2.9412 | 250 | 0.9825 | 0.4560 | 0.9825 | 0.9912 |
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- | No log | 2.9647 | 252 | 0.9694 | 0.4700 | 0.9694 | 0.9846 |
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- | No log | 2.9882 | 254 | 0.9643 | 0.4002 | 0.9643 | 0.9820 |
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- | No log | 3.0118 | 256 | 1.0136 | 0.4394 | 1.0136 | 1.0068 |
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- | No log | 3.0353 | 258 | 1.1651 | 0.3301 | 1.1651 | 1.0794 |
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- | No log | 3.0588 | 260 | 1.2218 | 0.2983 | 1.2218 | 1.1054 |
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- | No log | 3.0824 | 262 | 1.1154 | 0.3460 | 1.1154 | 1.0561 |
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- | No log | 3.1059 | 264 | 1.0256 | 0.2899 | 1.0256 | 1.0127 |
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- | No log | 3.1294 | 266 | 0.9985 | 0.2587 | 0.9985 | 0.9992 |
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- | No log | 3.1529 | 268 | 0.9750 | 0.3045 | 0.9750 | 0.9874 |
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- | No log | 3.1765 | 270 | 0.9613 | 0.3094 | 0.9613 | 0.9805 |
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- | No log | 3.2 | 272 | 1.0127 | 0.3191 | 1.0127 | 1.0063 |
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- | No log | 3.2235 | 274 | 1.3499 | 0.3617 | 1.3499 | 1.1618 |
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- | No log | 3.2471 | 276 | 1.6029 | 0.2549 | 1.6029 | 1.2660 |
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- | No log | 3.2706 | 278 | 1.4868 | 0.3008 | 1.4868 | 1.2194 |
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- | No log | 3.2941 | 280 | 1.1675 | 0.3647 | 1.1675 | 1.0805 |
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- | No log | 3.3176 | 282 | 1.0175 | 0.2865 | 1.0175 | 1.0087 |
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- | No log | 3.3412 | 284 | 0.9709 | 0.1935 | 0.9709 | 0.9853 |
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- | No log | 3.3647 | 286 | 0.9748 | 0.2503 | 0.9748 | 0.9873 |
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- | No log | 3.3882 | 288 | 0.9951 | 0.3343 | 0.9951 | 0.9975 |
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- | No log | 3.4118 | 290 | 0.9469 | 0.3720 | 0.9469 | 0.9731 |
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- | No log | 3.4353 | 292 | 0.9075 | 0.3641 | 0.9075 | 0.9526 |
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- | No log | 3.4588 | 294 | 0.8893 | 0.3337 | 0.8893 | 0.9430 |
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- | No log | 3.4824 | 296 | 0.9171 | 0.4337 | 0.9171 | 0.9577 |
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- | No log | 3.5059 | 298 | 0.9419 | 0.3945 | 0.9419 | 0.9705 |
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- | No log | 3.5294 | 300 | 0.9667 | 0.3918 | 0.9667 | 0.9832 |
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- | No log | 3.5529 | 302 | 0.9049 | 0.4013 | 0.9049 | 0.9512 |
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- | No log | 3.5765 | 304 | 0.8736 | 0.4734 | 0.8736 | 0.9346 |
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- | No log | 3.6 | 306 | 0.8618 | 0.4180 | 0.8618 | 0.9283 |
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- | No log | 3.6235 | 308 | 0.8639 | 0.4180 | 0.8639 | 0.9294 |
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- | No log | 3.6471 | 310 | 0.9177 | 0.3613 | 0.9177 | 0.9580 |
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- | No log | 3.6706 | 312 | 1.1452 | 0.4988 | 1.1452 | 1.0701 |
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- | No log | 3.6941 | 314 | 1.3663 | 0.3127 | 1.3663 | 1.1689 |
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- | No log | 3.7176 | 316 | 1.3914 | 0.3401 | 1.3914 | 1.1796 |
210
- | No log | 3.7412 | 318 | 1.4542 | 0.3381 | 1.4542 | 1.2059 |
211
- | No log | 3.7647 | 320 | 1.2675 | 0.3723 | 1.2675 | 1.1258 |
212
- | No log | 3.7882 | 322 | 1.1653 | 0.3574 | 1.1653 | 1.0795 |
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- | No log | 3.8118 | 324 | 1.1857 | 0.3109 | 1.1857 | 1.0889 |
214
- | No log | 3.8353 | 326 | 1.2560 | 0.3293 | 1.2560 | 1.1207 |
215
- | No log | 3.8588 | 328 | 1.3444 | 0.3935 | 1.3444 | 1.1595 |
216
- | No log | 3.8824 | 330 | 1.3176 | 0.3523 | 1.3176 | 1.1479 |
217
- | No log | 3.9059 | 332 | 1.2152 | 0.3554 | 1.2152 | 1.1023 |
218
- | No log | 3.9294 | 334 | 1.0565 | 0.2377 | 1.0565 | 1.0278 |
219
- | No log | 3.9529 | 336 | 0.9956 | 0.3074 | 0.9956 | 0.9978 |
220
- | No log | 3.9765 | 338 | 0.9960 | 0.2496 | 0.9960 | 0.9980 |
221
- | No log | 4.0 | 340 | 0.9900 | 0.2496 | 0.9900 | 0.9950 |
222
- | No log | 4.0235 | 342 | 0.9590 | 0.2969 | 0.9590 | 0.9793 |
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- | No log | 4.0471 | 344 | 0.9712 | 0.2945 | 0.9712 | 0.9855 |
224
- | No log | 4.0706 | 346 | 0.9703 | 0.2945 | 0.9703 | 0.9850 |
225
- | No log | 4.0941 | 348 | 0.9657 | 0.2246 | 0.9657 | 0.9827 |
226
- | No log | 4.1176 | 350 | 0.9565 | 0.3483 | 0.9565 | 0.9780 |
227
- | No log | 4.1412 | 352 | 1.0032 | 0.3859 | 1.0032 | 1.0016 |
228
- | No log | 4.1647 | 354 | 1.0925 | 0.4344 | 1.0925 | 1.0452 |
229
- | No log | 4.1882 | 356 | 1.0171 | 0.4311 | 1.0171 | 1.0085 |
230
- | No log | 4.2118 | 358 | 0.9289 | 0.4014 | 0.9289 | 0.9638 |
231
- | No log | 4.2353 | 360 | 0.9439 | 0.5131 | 0.9439 | 0.9716 |
232
- | No log | 4.2588 | 362 | 0.9155 | 0.4729 | 0.9155 | 0.9568 |
233
- | No log | 4.2824 | 364 | 0.9165 | 0.4211 | 0.9165 | 0.9574 |
234
- | No log | 4.3059 | 366 | 1.0362 | 0.4668 | 1.0362 | 1.0179 |
235
- | No log | 4.3294 | 368 | 1.1478 | 0.4059 | 1.1478 | 1.0713 |
236
- | No log | 4.3529 | 370 | 1.0495 | 0.4815 | 1.0495 | 1.0244 |
237
- | No log | 4.3765 | 372 | 0.9146 | 0.3775 | 0.9146 | 0.9564 |
238
- | No log | 4.4 | 374 | 0.8732 | 0.4257 | 0.8732 | 0.9345 |
239
- | No log | 4.4235 | 376 | 0.8495 | 0.4715 | 0.8495 | 0.9217 |
240
- | No log | 4.4471 | 378 | 0.8529 | 0.5374 | 0.8529 | 0.9235 |
241
- | No log | 4.4706 | 380 | 0.8403 | 0.5086 | 0.8403 | 0.9167 |
242
- | No log | 4.4941 | 382 | 0.8644 | 0.4515 | 0.8644 | 0.9297 |
243
- | No log | 4.5176 | 384 | 0.8906 | 0.5168 | 0.8906 | 0.9437 |
244
- | No log | 4.5412 | 386 | 0.9400 | 0.5430 | 0.9400 | 0.9695 |
245
- | No log | 4.5647 | 388 | 0.9749 | 0.5125 | 0.9749 | 0.9873 |
246
- | No log | 4.5882 | 390 | 0.8851 | 0.5390 | 0.8851 | 0.9408 |
247
- | No log | 4.6118 | 392 | 0.8410 | 0.4479 | 0.8410 | 0.9171 |
248
- | No log | 4.6353 | 394 | 0.8617 | 0.4429 | 0.8617 | 0.9283 |
249
- | No log | 4.6588 | 396 | 0.9121 | 0.4371 | 0.9121 | 0.9550 |
250
- | No log | 4.6824 | 398 | 0.9051 | 0.3862 | 0.9051 | 0.9514 |
251
- | No log | 4.7059 | 400 | 0.8663 | 0.4455 | 0.8663 | 0.9308 |
252
- | No log | 4.7294 | 402 | 0.9430 | 0.3879 | 0.9430 | 0.9711 |
253
- | No log | 4.7529 | 404 | 1.0383 | 0.3838 | 1.0383 | 1.0190 |
254
- | No log | 4.7765 | 406 | 1.0174 | 0.3711 | 1.0174 | 1.0087 |
255
- | No log | 4.8 | 408 | 0.9478 | 0.3666 | 0.9478 | 0.9736 |
256
- | No log | 4.8235 | 410 | 0.9122 | 0.2711 | 0.9122 | 0.9551 |
257
- | No log | 4.8471 | 412 | 0.9256 | 0.2711 | 0.9256 | 0.9621 |
258
- | No log | 4.8706 | 414 | 0.9489 | 0.2503 | 0.9489 | 0.9741 |
259
- | No log | 4.8941 | 416 | 1.0258 | 0.3243 | 1.0258 | 1.0128 |
260
- | No log | 4.9176 | 418 | 1.1355 | 0.3831 | 1.1355 | 1.0656 |
261
- | No log | 4.9412 | 420 | 1.2029 | 0.4481 | 1.2029 | 1.0968 |
262
- | No log | 4.9647 | 422 | 1.2015 | 0.4681 | 1.2015 | 1.0961 |
263
- | No log | 4.9882 | 424 | 1.1487 | 0.4276 | 1.1487 | 1.0718 |
264
- | No log | 5.0118 | 426 | 1.0901 | 0.4089 | 1.0901 | 1.0441 |
265
- | No log | 5.0353 | 428 | 1.0654 | 0.3602 | 1.0654 | 1.0322 |
266
- | No log | 5.0588 | 430 | 1.1050 | 0.3361 | 1.1050 | 1.0512 |
267
- | No log | 5.0824 | 432 | 1.1272 | 0.3474 | 1.1272 | 1.0617 |
268
- | No log | 5.1059 | 434 | 1.1348 | 0.4410 | 1.1348 | 1.0652 |
269
- | No log | 5.1294 | 436 | 1.1486 | 0.4276 | 1.1486 | 1.0717 |
270
- | No log | 5.1529 | 438 | 1.1088 | 0.4186 | 1.1088 | 1.0530 |
271
- | No log | 5.1765 | 440 | 1.0524 | 0.4354 | 1.0524 | 1.0258 |
272
- | No log | 5.2 | 442 | 1.0358 | 0.3897 | 1.0358 | 1.0177 |
273
- | No log | 5.2235 | 444 | 1.0524 | 0.3517 | 1.0524 | 1.0259 |
274
- | No log | 5.2471 | 446 | 1.0602 | 0.3503 | 1.0602 | 1.0296 |
275
- | No log | 5.2706 | 448 | 1.0503 | 0.3361 | 1.0503 | 1.0248 |
276
- | No log | 5.2941 | 450 | 0.9819 | 0.4025 | 0.9819 | 0.9909 |
277
- | No log | 5.3176 | 452 | 0.9219 | 0.4062 | 0.9219 | 0.9602 |
278
- | No log | 5.3412 | 454 | 0.9009 | 0.3812 | 0.9009 | 0.9491 |
279
- | No log | 5.3647 | 456 | 0.9120 | 0.3812 | 0.9120 | 0.9550 |
280
- | No log | 5.3882 | 458 | 0.9204 | 0.4062 | 0.9204 | 0.9594 |
281
- | No log | 5.4118 | 460 | 0.9637 | 0.3744 | 0.9637 | 0.9817 |
282
- | No log | 5.4353 | 462 | 1.0422 | 0.3831 | 1.0422 | 1.0209 |
283
- | No log | 5.4588 | 464 | 1.0647 | 0.4065 | 1.0647 | 1.0318 |
284
- | No log | 5.4824 | 466 | 0.9666 | 0.4132 | 0.9666 | 0.9832 |
285
- | No log | 5.5059 | 468 | 0.8557 | 0.4241 | 0.8557 | 0.9250 |
286
- | No log | 5.5294 | 470 | 0.8278 | 0.4916 | 0.8278 | 0.9098 |
287
- | No log | 5.5529 | 472 | 0.8361 | 0.4840 | 0.8361 | 0.9144 |
288
- | No log | 5.5765 | 474 | 0.9073 | 0.54 | 0.9073 | 0.9525 |
289
- | No log | 5.6 | 476 | 1.0003 | 0.4989 | 1.0003 | 1.0002 |
290
- | No log | 5.6235 | 478 | 0.9558 | 0.5140 | 0.9558 | 0.9777 |
291
- | No log | 5.6471 | 480 | 0.9000 | 0.5218 | 0.9000 | 0.9487 |
292
- | No log | 5.6706 | 482 | 0.8246 | 0.4681 | 0.8246 | 0.9081 |
293
- | No log | 5.6941 | 484 | 0.8152 | 0.4385 | 0.8152 | 0.9029 |
294
- | No log | 5.7176 | 486 | 0.8373 | 0.3775 | 0.8373 | 0.9150 |
295
- | No log | 5.7412 | 488 | 0.8533 | 0.3775 | 0.8533 | 0.9237 |
296
- | No log | 5.7647 | 490 | 0.8507 | 0.4211 | 0.8507 | 0.9223 |
297
- | No log | 5.7882 | 492 | 0.9062 | 0.4961 | 0.9062 | 0.9520 |
298
- | No log | 5.8118 | 494 | 1.0734 | 0.4625 | 1.0734 | 1.0361 |
299
- | No log | 5.8353 | 496 | 1.1039 | 0.4625 | 1.1039 | 1.0507 |
300
- | No log | 5.8588 | 498 | 1.0925 | 0.4894 | 1.0925 | 1.0452 |
301
- | 0.3945 | 5.8824 | 500 | 0.9419 | 0.5090 | 0.9419 | 0.9705 |
302
- | 0.3945 | 5.9059 | 502 | 0.9196 | 0.4725 | 0.9196 | 0.9590 |
303
- | 0.3945 | 5.9294 | 504 | 0.9620 | 0.4804 | 0.9620 | 0.9808 |
304
- | 0.3945 | 5.9529 | 506 | 0.9375 | 0.4637 | 0.9375 | 0.9682 |
305
- | 0.3945 | 5.9765 | 508 | 0.8689 | 0.4392 | 0.8689 | 0.9321 |
306
- | 0.3945 | 6.0 | 510 | 0.8781 | 0.4002 | 0.8781 | 0.9371 |
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.3549
19
+ - Qwk: 0.1596
20
+ - Mse: 1.3549
21
+ - Rmse: 1.1640
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0263 | 2 | 4.8022 | -0.0132 | 4.8022 | 2.1914 |
53
+ | No log | 0.0526 | 4 | 2.9351 | -0.0050 | 2.9351 | 1.7132 |
54
+ | No log | 0.0789 | 6 | 2.2044 | -0.0553 | 2.2044 | 1.4847 |
55
+ | No log | 0.1053 | 8 | 2.0676 | -0.0285 | 2.0676 | 1.4379 |
56
+ | No log | 0.1316 | 10 | 1.8414 | -0.0735 | 1.8414 | 1.3570 |
57
+ | No log | 0.1579 | 12 | 1.4381 | 0.0201 | 1.4381 | 1.1992 |
58
+ | No log | 0.1842 | 14 | 1.4459 | 0.0020 | 1.4459 | 1.2025 |
59
+ | No log | 0.2105 | 16 | 1.5676 | -0.1375 | 1.5676 | 1.2520 |
60
+ | No log | 0.2368 | 18 | 1.9984 | -0.0295 | 1.9984 | 1.4137 |
61
+ | No log | 0.2632 | 20 | 2.5400 | -0.0762 | 2.5400 | 1.5937 |
62
+ | No log | 0.2895 | 22 | 2.2913 | -0.0169 | 2.2913 | 1.5137 |
63
+ | No log | 0.3158 | 24 | 1.8339 | 0.0372 | 1.8339 | 1.3542 |
64
+ | No log | 0.3421 | 26 | 1.4349 | 0.0 | 1.4349 | 1.1979 |
65
+ | No log | 0.3684 | 28 | 1.3090 | 0.1140 | 1.3090 | 1.1441 |
66
+ | No log | 0.3947 | 30 | 1.2531 | 0.0599 | 1.2531 | 1.1194 |
67
+ | No log | 0.4211 | 32 | 1.2138 | 0.0904 | 1.2138 | 1.1017 |
68
+ | No log | 0.4474 | 34 | 1.1956 | 0.1585 | 1.1956 | 1.0935 |
69
+ | No log | 0.4737 | 36 | 1.2860 | 0.0722 | 1.2860 | 1.1340 |
70
+ | No log | 0.5 | 38 | 1.4290 | -0.0147 | 1.4290 | 1.1954 |
71
+ | No log | 0.5263 | 40 | 1.4433 | -0.0463 | 1.4433 | 1.2014 |
72
+ | No log | 0.5526 | 42 | 1.3593 | 0.0682 | 1.3593 | 1.1659 |
73
+ | No log | 0.5789 | 44 | 1.4019 | 0.0442 | 1.4019 | 1.1840 |
74
+ | No log | 0.6053 | 46 | 1.4078 | 0.0442 | 1.4078 | 1.1865 |
75
+ | No log | 0.6316 | 48 | 1.2807 | 0.1042 | 1.2807 | 1.1317 |
76
+ | No log | 0.6579 | 50 | 1.2400 | 0.1370 | 1.2400 | 1.1136 |
77
+ | No log | 0.6842 | 52 | 1.2537 | 0.1107 | 1.2537 | 1.1197 |
78
+ | No log | 0.7105 | 54 | 1.2371 | 0.1638 | 1.2371 | 1.1122 |
79
+ | No log | 0.7368 | 56 | 1.2117 | 0.1011 | 1.2117 | 1.1008 |
80
+ | No log | 0.7632 | 58 | 1.2297 | 0.0327 | 1.2297 | 1.1089 |
81
+ | No log | 0.7895 | 60 | 1.4120 | -0.0022 | 1.4120 | 1.1883 |
82
+ | No log | 0.8158 | 62 | 1.4995 | -0.0022 | 1.4995 | 1.2245 |
83
+ | No log | 0.8421 | 64 | 1.4774 | -0.0022 | 1.4774 | 1.2155 |
84
+ | No log | 0.8684 | 66 | 1.3757 | 0.0454 | 1.3757 | 1.1729 |
85
+ | No log | 0.8947 | 68 | 1.2136 | 0.1048 | 1.2136 | 1.1017 |
86
+ | No log | 0.9211 | 70 | 1.3188 | 0.0865 | 1.3188 | 1.1484 |
87
+ | No log | 0.9474 | 72 | 1.5599 | 0.0 | 1.5599 | 1.2490 |
88
+ | No log | 0.9737 | 74 | 1.5736 | 0.0 | 1.5736 | 1.2544 |
89
+ | No log | 1.0 | 76 | 1.4580 | 0.0 | 1.4580 | 1.2075 |
90
+ | No log | 1.0263 | 78 | 1.3203 | 0.0403 | 1.3203 | 1.1491 |
91
+ | No log | 1.0526 | 80 | 1.2935 | -0.0199 | 1.2935 | 1.1373 |
92
+ | No log | 1.0789 | 82 | 1.3335 | -0.0375 | 1.3335 | 1.1548 |
93
+ | No log | 1.1053 | 84 | 1.2847 | 0.0914 | 1.2847 | 1.1334 |
94
+ | No log | 1.1316 | 86 | 1.2486 | 0.1444 | 1.2486 | 1.1174 |
95
+ | No log | 1.1579 | 88 | 1.2472 | 0.0628 | 1.2472 | 1.1168 |
96
+ | No log | 1.1842 | 90 | 1.2387 | 0.0628 | 1.2387 | 1.1130 |
97
+ | No log | 1.2105 | 92 | 1.2353 | 0.0527 | 1.2353 | 1.1114 |
98
+ | No log | 1.2368 | 94 | 1.2104 | 0.1482 | 1.2104 | 1.1002 |
99
+ | No log | 1.2632 | 96 | 1.2037 | 0.1444 | 1.2037 | 1.0971 |
100
+ | No log | 1.2895 | 98 | 1.2011 | 0.1570 | 1.2011 | 1.0960 |
101
+ | No log | 1.3158 | 100 | 1.2008 | 0.1895 | 1.2008 | 1.0958 |
102
+ | No log | 1.3421 | 102 | 1.3134 | 0.0432 | 1.3134 | 1.1460 |
103
+ | No log | 1.3684 | 104 | 1.4063 | 0.0625 | 1.4063 | 1.1859 |
104
+ | No log | 1.3947 | 106 | 1.3113 | 0.0811 | 1.3113 | 1.1451 |
105
+ | No log | 1.4211 | 108 | 1.2505 | 0.1560 | 1.2505 | 1.1183 |
106
+ | No log | 1.4474 | 110 | 1.1721 | 0.3516 | 1.1721 | 1.0827 |
107
+ | No log | 1.4737 | 112 | 1.1064 | 0.2145 | 1.1064 | 1.0519 |
108
+ | No log | 1.5 | 114 | 1.1090 | 0.2409 | 1.1090 | 1.0531 |
109
+ | No log | 1.5263 | 116 | 1.1581 | 0.1431 | 1.1581 | 1.0761 |
110
+ | No log | 1.5526 | 118 | 1.4980 | 0.2569 | 1.4980 | 1.2239 |
111
+ | No log | 1.5789 | 120 | 1.7274 | 0.2540 | 1.7274 | 1.3143 |
112
+ | No log | 1.6053 | 122 | 1.5504 | 0.2229 | 1.5504 | 1.2451 |
113
+ | No log | 1.6316 | 124 | 1.2268 | 0.2145 | 1.2268 | 1.1076 |
114
+ | No log | 1.6579 | 126 | 1.5892 | 0.0462 | 1.5892 | 1.2606 |
115
+ | No log | 1.6842 | 128 | 1.5735 | 0.0512 | 1.5735 | 1.2544 |
116
+ | No log | 1.7105 | 130 | 1.3064 | 0.1483 | 1.3064 | 1.1430 |
117
+ | No log | 1.7368 | 132 | 1.2489 | 0.2331 | 1.2489 | 1.1175 |
118
+ | No log | 1.7632 | 134 | 1.2368 | 0.2239 | 1.2368 | 1.1121 |
119
+ | No log | 1.7895 | 136 | 1.2080 | 0.2802 | 1.2080 | 1.0991 |
120
+ | No log | 1.8158 | 138 | 1.1912 | 0.1838 | 1.1912 | 1.0914 |
121
+ | No log | 1.8421 | 140 | 1.2082 | 0.1182 | 1.2082 | 1.0992 |
122
+ | No log | 1.8684 | 142 | 1.3371 | 0.1717 | 1.3371 | 1.1563 |
123
+ | No log | 1.8947 | 144 | 1.3905 | 0.1280 | 1.3905 | 1.1792 |
124
+ | No log | 1.9211 | 146 | 1.3042 | 0.1278 | 1.3042 | 1.1420 |
125
+ | No log | 1.9474 | 148 | 1.2928 | 0.1022 | 1.2928 | 1.1370 |
126
+ | No log | 1.9737 | 150 | 1.3862 | 0.0989 | 1.3862 | 1.1774 |
127
+ | No log | 2.0 | 152 | 1.5202 | 0.1691 | 1.5202 | 1.2330 |
128
+ | No log | 2.0263 | 154 | 1.5860 | 0.1967 | 1.5860 | 1.2594 |
129
+ | No log | 2.0526 | 156 | 1.5263 | 0.1255 | 1.5263 | 1.2354 |
130
+ | No log | 2.0789 | 158 | 1.3805 | 0.2067 | 1.3805 | 1.1749 |
131
+ | No log | 2.1053 | 160 | 1.3612 | 0.1058 | 1.3612 | 1.1667 |
132
+ | No log | 2.1316 | 162 | 1.3744 | 0.1697 | 1.3744 | 1.1724 |
133
+ | No log | 2.1579 | 164 | 1.4483 | 0.1774 | 1.4483 | 1.2034 |
134
+ | No log | 2.1842 | 166 | 1.5598 | 0.1852 | 1.5598 | 1.2489 |
135
+ | No log | 2.2105 | 168 | 1.4915 | 0.1817 | 1.4915 | 1.2213 |
136
+ | No log | 2.2368 | 170 | 1.3626 | 0.0776 | 1.3626 | 1.1673 |
137
+ | No log | 2.2632 | 172 | 1.3273 | 0.1590 | 1.3273 | 1.1521 |
138
+ | No log | 2.2895 | 174 | 1.3772 | 0.0925 | 1.3772 | 1.1735 |
139
+ | No log | 2.3158 | 176 | 1.3777 | 0.0519 | 1.3777 | 1.1737 |
140
+ | No log | 2.3421 | 178 | 1.3940 | 0.0925 | 1.3940 | 1.1807 |
141
+ | No log | 2.3684 | 180 | 1.3967 | 0.0833 | 1.3967 | 1.1818 |
142
+ | No log | 2.3947 | 182 | 1.3795 | 0.0925 | 1.3795 | 1.1745 |
143
+ | No log | 2.4211 | 184 | 1.3385 | 0.1888 | 1.3385 | 1.1570 |
144
+ | No log | 2.4474 | 186 | 1.4120 | 0.2045 | 1.4120 | 1.1883 |
145
+ | No log | 2.4737 | 188 | 1.4389 | 0.1334 | 1.4389 | 1.1996 |
146
+ | No log | 2.5 | 190 | 1.4032 | 0.0994 | 1.4032 | 1.1846 |
147
+ | No log | 2.5263 | 192 | 1.3565 | 0.1185 | 1.3565 | 1.1647 |
148
+ | No log | 2.5526 | 194 | 1.3433 | 0.1337 | 1.3433 | 1.1590 |
149
+ | No log | 2.5789 | 196 | 1.3479 | 0.1638 | 1.3479 | 1.1610 |
150
+ | No log | 2.6053 | 198 | 1.3842 | 0.1824 | 1.3842 | 1.1765 |
151
+ | No log | 2.6316 | 200 | 1.4043 | 0.1739 | 1.4043 | 1.1850 |
152
+ | No log | 2.6579 | 202 | 1.4206 | 0.1469 | 1.4206 | 1.1919 |
153
+ | No log | 2.6842 | 204 | 1.3880 | 0.1417 | 1.3880 | 1.1781 |
154
+ | No log | 2.7105 | 206 | 1.3761 | 0.1773 | 1.3761 | 1.1731 |
155
+ | No log | 2.7368 | 208 | 1.3611 | 0.2067 | 1.3611 | 1.1666 |
156
+ | No log | 2.7632 | 210 | 1.3496 | 0.2292 | 1.3496 | 1.1617 |
157
+ | No log | 2.7895 | 212 | 1.2630 | 0.2712 | 1.2630 | 1.1239 |
158
+ | No log | 2.8158 | 214 | 1.2350 | 0.2458 | 1.2350 | 1.1113 |
159
+ | No log | 2.8421 | 216 | 1.1990 | 0.2904 | 1.1990 | 1.0950 |
160
+ | No log | 2.8684 | 218 | 1.1876 | 0.3088 | 1.1876 | 1.0898 |
161
+ | No log | 2.8947 | 220 | 1.2229 | 0.2764 | 1.2229 | 1.1058 |
162
+ | No log | 2.9211 | 222 | 1.3960 | 0.2742 | 1.3960 | 1.1815 |
163
+ | No log | 2.9474 | 224 | 1.6456 | 0.1884 | 1.6456 | 1.2828 |
164
+ | No log | 2.9737 | 226 | 1.6443 | 0.1848 | 1.6443 | 1.2823 |
165
+ | No log | 3.0 | 228 | 1.4651 | 0.2555 | 1.4651 | 1.2104 |
166
+ | No log | 3.0263 | 230 | 1.2975 | 0.1136 | 1.2975 | 1.1391 |
167
+ | No log | 3.0526 | 232 | 1.2219 | 0.2608 | 1.2219 | 1.1054 |
168
+ | No log | 3.0789 | 234 | 1.2159 | 0.2608 | 1.2159 | 1.1027 |
169
+ | No log | 3.1053 | 236 | 1.2646 | 0.2060 | 1.2646 | 1.1245 |
170
+ | No log | 3.1316 | 238 | 1.3652 | 0.2443 | 1.3652 | 1.1684 |
171
+ | No log | 3.1579 | 240 | 1.3913 | 0.2733 | 1.3913 | 1.1795 |
172
+ | No log | 3.1842 | 242 | 1.4716 | 0.2478 | 1.4716 | 1.2131 |
173
+ | No log | 3.2105 | 244 | 1.3837 | 0.2303 | 1.3837 | 1.1763 |
174
+ | No log | 3.2368 | 246 | 1.4075 | 0.2181 | 1.4075 | 1.1864 |
175
+ | No log | 3.2632 | 248 | 1.3158 | 0.2692 | 1.3158 | 1.1471 |
176
+ | No log | 3.2895 | 250 | 1.2086 | 0.2877 | 1.2086 | 1.0994 |
177
+ | No log | 3.3158 | 252 | 1.2016 | 0.1975 | 1.2016 | 1.0962 |
178
+ | No log | 3.3421 | 254 | 1.2488 | 0.0946 | 1.2488 | 1.1175 |
179
+ | No log | 3.3684 | 256 | 1.3334 | 0.1428 | 1.3334 | 1.1547 |
180
+ | No log | 3.3947 | 258 | 1.3709 | 0.1670 | 1.3709 | 1.1708 |
181
+ | No log | 3.4211 | 260 | 1.3176 | 0.1585 | 1.3176 | 1.1479 |
182
+ | No log | 3.4474 | 262 | 1.2420 | 0.2285 | 1.2420 | 1.1144 |
183
+ | No log | 3.4737 | 264 | 1.2879 | 0.1957 | 1.2879 | 1.1349 |
184
+ | No log | 3.5 | 266 | 1.4488 | 0.2172 | 1.4488 | 1.2037 |
185
+ | No log | 3.5263 | 268 | 1.5106 | 0.2314 | 1.5106 | 1.2291 |
186
+ | No log | 3.5526 | 270 | 1.3879 | 0.2201 | 1.3879 | 1.1781 |
187
+ | No log | 3.5789 | 272 | 1.2529 | 0.1814 | 1.2529 | 1.1193 |
188
+ | No log | 3.6053 | 274 | 1.2506 | 0.1602 | 1.2506 | 1.1183 |
189
+ | No log | 3.6316 | 276 | 1.2533 | 0.1602 | 1.2533 | 1.1195 |
190
+ | No log | 3.6579 | 278 | 1.3195 | 0.1500 | 1.3195 | 1.1487 |
191
+ | No log | 3.6842 | 280 | 1.3325 | 0.1500 | 1.3325 | 1.1543 |
192
+ | No log | 3.7105 | 282 | 1.2638 | 0.1504 | 1.2638 | 1.1242 |
193
+ | No log | 3.7368 | 284 | 1.2159 | 0.1986 | 1.2159 | 1.1027 |
194
+ | No log | 3.7632 | 286 | 1.1993 | 0.2001 | 1.1993 | 1.0951 |
195
+ | No log | 3.7895 | 288 | 1.1923 | 0.1654 | 1.1923 | 1.0919 |
196
+ | No log | 3.8158 | 290 | 1.1725 | 0.1886 | 1.1725 | 1.0828 |
197
+ | No log | 3.8421 | 292 | 1.2199 | 0.2015 | 1.2199 | 1.1045 |
198
+ | No log | 3.8684 | 294 | 1.2877 | 0.2403 | 1.2877 | 1.1348 |
199
+ | No log | 3.8947 | 296 | 1.2517 | 0.2375 | 1.2517 | 1.1188 |
200
+ | No log | 3.9211 | 298 | 1.2315 | 0.2671 | 1.2315 | 1.1097 |
201
+ | No log | 3.9474 | 300 | 1.2392 | 0.2310 | 1.2392 | 1.1132 |
202
+ | No log | 3.9737 | 302 | 1.2690 | 0.2403 | 1.2690 | 1.1265 |
203
+ | No log | 4.0 | 304 | 1.3256 | 0.1594 | 1.3256 | 1.1513 |
204
+ | No log | 4.0263 | 306 | 1.4092 | 0.1537 | 1.4092 | 1.1871 |
205
+ | No log | 4.0526 | 308 | 1.3747 | 0.1163 | 1.3747 | 1.1725 |
206
+ | No log | 4.0789 | 310 | 1.3562 | 0.1594 | 1.3562 | 1.1646 |
207
+ | No log | 4.1053 | 312 | 1.3264 | 0.1594 | 1.3264 | 1.1517 |
208
+ | No log | 4.1316 | 314 | 1.2681 | 0.1567 | 1.2681 | 1.1261 |
209
+ | No log | 4.1579 | 316 | 1.2367 | 0.1567 | 1.2367 | 1.1121 |
210
+ | No log | 4.1842 | 318 | 1.2299 | 0.2424 | 1.2299 | 1.1090 |
211
+ | No log | 4.2105 | 320 | 1.2344 | 0.2020 | 1.2344 | 1.1111 |
212
+ | No log | 4.2368 | 322 | 1.2990 | 0.2174 | 1.2990 | 1.1397 |
213
+ | No log | 4.2632 | 324 | 1.3443 | 0.2607 | 1.3443 | 1.1594 |
214
+ | No log | 4.2895 | 326 | 1.4013 | 0.2511 | 1.4013 | 1.1837 |
215
+ | No log | 4.3158 | 328 | 1.4061 | 0.2387 | 1.4061 | 1.1858 |
216
+ | No log | 4.3421 | 330 | 1.3237 | 0.2321 | 1.3237 | 1.1505 |
217
+ | No log | 4.3684 | 332 | 1.2054 | 0.1559 | 1.2054 | 1.0979 |
218
+ | No log | 4.3947 | 334 | 1.1548 | 0.1507 | 1.1548 | 1.0746 |
219
+ | No log | 4.4211 | 336 | 1.1700 | 0.2416 | 1.1700 | 1.0817 |
220
+ | No log | 4.4474 | 338 | 1.1737 | 0.1834 | 1.1737 | 1.0834 |
221
+ | No log | 4.4737 | 340 | 1.1950 | 0.1775 | 1.1950 | 1.0932 |
222
+ | No log | 4.5 | 342 | 1.2245 | 0.1310 | 1.2245 | 1.1066 |
223
+ | No log | 4.5263 | 344 | 1.2099 | 0.1775 | 1.2099 | 1.0999 |
224
+ | No log | 4.5526 | 346 | 1.2291 | 0.2113 | 1.2291 | 1.1086 |
225
+ | No log | 4.5789 | 348 | 1.2765 | 0.2322 | 1.2765 | 1.1298 |
226
+ | No log | 4.6053 | 350 | 1.2914 | 0.2322 | 1.2914 | 1.1364 |
227
+ | No log | 4.6316 | 352 | 1.3327 | 0.2211 | 1.3327 | 1.1544 |
228
+ | No log | 4.6579 | 354 | 1.3992 | 0.1438 | 1.3992 | 1.1829 |
229
+ | No log | 4.6842 | 356 | 1.4151 | 0.1549 | 1.4151 | 1.1896 |
230
+ | No log | 4.7105 | 358 | 1.3751 | 0.2224 | 1.3751 | 1.1726 |
231
+ | No log | 4.7368 | 360 | 1.2813 | 0.2152 | 1.2813 | 1.1320 |
232
+ | No log | 4.7632 | 362 | 1.2231 | 0.1309 | 1.2231 | 1.1059 |
233
+ | No log | 4.7895 | 364 | 1.2192 | 0.1370 | 1.2192 | 1.1042 |
234
+ | No log | 4.8158 | 366 | 1.2470 | 0.1121 | 1.2470 | 1.1167 |
235
+ | No log | 4.8421 | 368 | 1.3375 | 0.2397 | 1.3375 | 1.1565 |
236
+ | No log | 4.8684 | 370 | 1.4940 | 0.2051 | 1.4940 | 1.2223 |
237
+ | No log | 4.8947 | 372 | 1.5254 | 0.1929 | 1.5254 | 1.2351 |
238
+ | No log | 4.9211 | 374 | 1.4816 | 0.1597 | 1.4816 | 1.2172 |
239
+ | No log | 4.9474 | 376 | 1.3703 | 0.0871 | 1.3703 | 1.1706 |
240
+ | No log | 4.9737 | 378 | 1.2867 | 0.1081 | 1.2867 | 1.1343 |
241
+ | No log | 5.0 | 380 | 1.2644 | 0.1081 | 1.2644 | 1.1245 |
242
+ | No log | 5.0263 | 382 | 1.2638 | 0.1081 | 1.2638 | 1.1242 |
243
+ | No log | 5.0526 | 384 | 1.2511 | 0.0721 | 1.2511 | 1.1185 |
244
+ | No log | 5.0789 | 386 | 1.2491 | 0.0721 | 1.2491 | 1.1176 |
245
+ | No log | 5.1053 | 388 | 1.2964 | 0.1801 | 1.2964 | 1.1386 |
246
+ | No log | 5.1316 | 390 | 1.3508 | 0.1312 | 1.3508 | 1.1622 |
247
+ | No log | 5.1579 | 392 | 1.3741 | 0.2132 | 1.3741 | 1.1722 |
248
+ | No log | 5.1842 | 394 | 1.3167 | 0.1814 | 1.3167 | 1.1475 |
249
+ | No log | 5.2105 | 396 | 1.2722 | 0.0863 | 1.2722 | 1.1279 |
250
+ | No log | 5.2368 | 398 | 1.2878 | 0.2541 | 1.2878 | 1.1348 |
251
+ | No log | 5.2632 | 400 | 1.3320 | 0.2452 | 1.3320 | 1.1541 |
252
+ | No log | 5.2895 | 402 | 1.3903 | 0.2313 | 1.3903 | 1.1791 |
253
+ | No log | 5.3158 | 404 | 1.3770 | 0.2173 | 1.3770 | 1.1734 |
254
+ | No log | 5.3421 | 406 | 1.3200 | 0.2313 | 1.3200 | 1.1489 |
255
+ | No log | 5.3684 | 408 | 1.2824 | 0.2619 | 1.2824 | 1.1324 |
256
+ | No log | 5.3947 | 410 | 1.2486 | 0.2552 | 1.2486 | 1.1174 |
257
+ | No log | 5.4211 | 412 | 1.3278 | 0.1611 | 1.3278 | 1.1523 |
258
+ | No log | 5.4474 | 414 | 1.3197 | 0.1801 | 1.3197 | 1.1488 |
259
+ | No log | 5.4737 | 416 | 1.2804 | 0.2250 | 1.2804 | 1.1316 |
260
+ | No log | 5.5 | 418 | 1.2671 | 0.2250 | 1.2671 | 1.1256 |
261
+ | No log | 5.5263 | 420 | 1.3406 | 0.1611 | 1.3406 | 1.1578 |
262
+ | No log | 5.5526 | 422 | 1.3634 | 0.1986 | 1.3634 | 1.1676 |
263
+ | No log | 5.5789 | 424 | 1.3372 | 0.2124 | 1.3372 | 1.1564 |
264
+ | No log | 5.6053 | 426 | 1.3431 | 0.1484 | 1.3431 | 1.1589 |
265
+ | No log | 5.6316 | 428 | 1.4003 | 0.0741 | 1.4003 | 1.1833 |
266
+ | No log | 5.6579 | 430 | 1.4287 | 0.1282 | 1.4287 | 1.1953 |
267
+ | No log | 5.6842 | 432 | 1.4045 | 0.1067 | 1.4045 | 1.1851 |
268
+ | No log | 5.7105 | 434 | 1.3395 | 0.1801 | 1.3395 | 1.1574 |
269
+ | No log | 5.7368 | 436 | 1.3011 | 0.1180 | 1.3011 | 1.1407 |
270
+ | No log | 5.7632 | 438 | 1.3096 | 0.1180 | 1.3096 | 1.1444 |
271
+ | No log | 5.7895 | 440 | 1.3469 | 0.1701 | 1.3469 | 1.1606 |
272
+ | No log | 5.8158 | 442 | 1.5075 | 0.1585 | 1.5075 | 1.2278 |
273
+ | No log | 5.8421 | 444 | 1.6502 | 0.0764 | 1.6502 | 1.2846 |
274
+ | No log | 5.8684 | 446 | 1.6350 | 0.1230 | 1.6350 | 1.2787 |
275
+ | No log | 5.8947 | 448 | 1.4696 | 0.1722 | 1.4696 | 1.2123 |
276
+ | No log | 5.9211 | 450 | 1.3533 | 0.1338 | 1.3533 | 1.1633 |
277
+ | No log | 5.9474 | 452 | 1.3210 | 0.1911 | 1.3210 | 1.1494 |
278
+ | No log | 5.9737 | 454 | 1.2988 | 0.1442 | 1.2988 | 1.1397 |
279
+ | No log | 6.0 | 456 | 1.3104 | 0.1801 | 1.3104 | 1.1447 |
280
+ | No log | 6.0263 | 458 | 1.3273 | 0.1801 | 1.3273 | 1.1521 |
281
+ | No log | 6.0526 | 460 | 1.3068 | 0.1801 | 1.3068 | 1.1431 |
282
+ | No log | 6.0789 | 462 | 1.3088 | 0.1801 | 1.3088 | 1.1440 |
283
+ | No log | 6.1053 | 464 | 1.3346 | 0.2108 | 1.3346 | 1.1553 |
284
+ | No log | 6.1316 | 466 | 1.3149 | 0.1801 | 1.3149 | 1.1467 |
285
+ | No log | 6.1579 | 468 | 1.2952 | 0.1801 | 1.2952 | 1.1381 |
286
+ | No log | 6.1842 | 470 | 1.2944 | 0.1801 | 1.2944 | 1.1377 |
287
+ | No log | 6.2105 | 472 | 1.3105 | 0.2108 | 1.3105 | 1.1448 |
288
+ | No log | 6.2368 | 474 | 1.3524 | 0.2313 | 1.3524 | 1.1629 |
289
+ | No log | 6.2632 | 476 | 1.4107 | 0.1761 | 1.4107 | 1.1877 |
290
+ | No log | 6.2895 | 478 | 1.4086 | 0.1761 | 1.4086 | 1.1868 |
291
+ | No log | 6.3158 | 480 | 1.4122 | 0.2163 | 1.4122 | 1.1884 |
292
+ | No log | 6.3421 | 482 | 1.3779 | 0.2163 | 1.3779 | 1.1738 |
293
+ | No log | 6.3684 | 484 | 1.4308 | 0.1851 | 1.4308 | 1.1962 |
294
+ | No log | 6.3947 | 486 | 1.4028 | 0.2028 | 1.4028 | 1.1844 |
295
+ | No log | 6.4211 | 488 | 1.2923 | 0.1599 | 1.2923 | 1.1368 |
296
+ | No log | 6.4474 | 490 | 1.2412 | 0.1860 | 1.2412 | 1.1141 |
297
+ | No log | 6.4737 | 492 | 1.2331 | 0.1645 | 1.2331 | 1.1105 |
298
+ | No log | 6.5 | 494 | 1.2587 | 0.1479 | 1.2587 | 1.1219 |
299
+ | No log | 6.5263 | 496 | 1.2524 | 0.1479 | 1.2524 | 1.1191 |
300
+ | No log | 6.5526 | 498 | 1.2744 | 0.1026 | 1.2744 | 1.1289 |
301
+ | 0.4199 | 6.5789 | 500 | 1.3260 | 0.1989 | 1.3260 | 1.1515 |
302
+ | 0.4199 | 6.6053 | 502 | 1.4493 | 0.2055 | 1.4493 | 1.2039 |
303
+ | 0.4199 | 6.6316 | 504 | 1.4365 | 0.1687 | 1.4365 | 1.1986 |
304
+ | 0.4199 | 6.6579 | 506 | 1.4140 | 0.1335 | 1.4140 | 1.1891 |
305
+ | 0.4199 | 6.6842 | 508 | 1.4284 | 0.1064 | 1.4284 | 1.1952 |
306
+ | 0.4199 | 6.7105 | 510 | 1.3825 | 0.1405 | 1.3825 | 1.1758 |
307
+ | 0.4199 | 6.7368 | 512 | 1.3549 | 0.1596 | 1.3549 | 1.1640 |
308
 
309
 
310
  ### Framework versions
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