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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k9_task2_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_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_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: 1.0665
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- - Qwk: 0.2509
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- - Mse: 1.0665
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- - Rmse: 1.0327
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  ## Model description
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@@ -49,274 +49,329 @@ 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 | 0.0513 | 2 | 4.7580 | -0.0020 | 4.7580 | 2.1813 |
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- | No log | 0.1026 | 4 | 2.4716 | 0.0228 | 2.4716 | 1.5721 |
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- | No log | 0.1538 | 6 | 2.1349 | 0.0074 | 2.1349 | 1.4611 |
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- | No log | 0.2051 | 8 | 1.3585 | 0.0766 | 1.3585 | 1.1656 |
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- | No log | 0.2564 | 10 | 1.2054 | 0.1903 | 1.2054 | 1.0979 |
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- | No log | 0.3077 | 12 | 1.1881 | 0.1593 | 1.1881 | 1.0900 |
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- | No log | 0.3590 | 14 | 1.2312 | 0.1927 | 1.2312 | 1.1096 |
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- | No log | 0.4103 | 16 | 1.3421 | 0.0750 | 1.3421 | 1.1585 |
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- | No log | 0.4615 | 18 | 1.4228 | 0.0750 | 1.4228 | 1.1928 |
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- | No log | 0.5128 | 20 | 1.5484 | 0.0254 | 1.5484 | 1.2443 |
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- | No log | 0.5641 | 22 | 1.5374 | 0.0403 | 1.5374 | 1.2399 |
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- | No log | 0.6154 | 24 | 1.3450 | 0.0575 | 1.3450 | 1.1597 |
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- | No log | 0.6667 | 26 | 1.1748 | 0.2446 | 1.1748 | 1.0839 |
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- | No log | 0.7179 | 28 | 1.0963 | 0.3035 | 1.0963 | 1.0471 |
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- | No log | 0.7692 | 30 | 1.0558 | 0.3498 | 1.0558 | 1.0275 |
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- | No log | 0.8205 | 32 | 1.0388 | 0.2991 | 1.0388 | 1.0192 |
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- | No log | 0.8718 | 34 | 1.0540 | 0.2731 | 1.0540 | 1.0266 |
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- | No log | 0.9231 | 36 | 1.1477 | 0.3038 | 1.1477 | 1.0713 |
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- | No log | 0.9744 | 38 | 1.3617 | 0.0776 | 1.3617 | 1.1669 |
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- | No log | 1.0256 | 40 | 1.4191 | 0.1165 | 1.4191 | 1.1913 |
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- | No log | 1.0769 | 42 | 1.4639 | 0.0926 | 1.4639 | 1.2099 |
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- | No log | 1.1282 | 44 | 1.5390 | 0.0562 | 1.5390 | 1.2406 |
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- | No log | 1.1795 | 46 | 1.4621 | 0.0792 | 1.4621 | 1.2092 |
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- | No log | 1.2308 | 48 | 1.3411 | 0.1371 | 1.3411 | 1.1581 |
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- | No log | 1.2821 | 50 | 1.2804 | 0.1257 | 1.2804 | 1.1315 |
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- | No log | 1.3333 | 52 | 1.2108 | 0.2234 | 1.2108 | 1.1004 |
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- | No log | 1.3846 | 54 | 1.2087 | 0.1830 | 1.2087 | 1.0994 |
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- | No log | 1.4359 | 56 | 1.2401 | 0.1448 | 1.2401 | 1.1136 |
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- | No log | 1.4872 | 58 | 1.3678 | 0.1549 | 1.3678 | 1.1695 |
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- | No log | 1.5385 | 60 | 1.4547 | 0.0858 | 1.4547 | 1.2061 |
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- | No log | 1.5897 | 62 | 1.6093 | 0.1277 | 1.6093 | 1.2686 |
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- | No log | 1.6410 | 64 | 1.5257 | 0.0951 | 1.5257 | 1.2352 |
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- | No log | 1.6923 | 66 | 1.3221 | 0.0964 | 1.3221 | 1.1498 |
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- | No log | 1.7436 | 68 | 1.1944 | 0.2245 | 1.1944 | 1.0929 |
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- | No log | 1.7949 | 70 | 1.2165 | 0.2395 | 1.2165 | 1.1029 |
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- | No log | 1.8462 | 72 | 1.2142 | 0.2836 | 1.2142 | 1.1019 |
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- | No log | 1.8974 | 74 | 1.1664 | 0.2786 | 1.1664 | 1.0800 |
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- | No log | 1.9487 | 76 | 1.1534 | 0.3135 | 1.1534 | 1.0740 |
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- | No log | 2.0 | 78 | 1.1140 | 0.3140 | 1.1140 | 1.0555 |
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- | No log | 2.0513 | 80 | 1.0806 | 0.3195 | 1.0806 | 1.0395 |
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- | No log | 2.1026 | 82 | 1.0702 | 0.3195 | 1.0702 | 1.0345 |
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- | No log | 2.1538 | 84 | 1.0722 | 0.3038 | 1.0722 | 1.0355 |
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- | No log | 2.2051 | 86 | 1.0445 | 0.2886 | 1.0445 | 1.0220 |
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- | No log | 2.2564 | 88 | 1.0559 | 0.2815 | 1.0559 | 1.0276 |
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- | No log | 2.3077 | 90 | 1.0264 | 0.3310 | 1.0264 | 1.0131 |
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- | No log | 2.3590 | 92 | 1.0012 | 0.3570 | 1.0012 | 1.0006 |
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- | No log | 2.4103 | 94 | 1.0219 | 0.3615 | 1.0219 | 1.0109 |
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- | No log | 2.4615 | 96 | 1.1911 | 0.2543 | 1.1911 | 1.0914 |
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- | No log | 2.5128 | 98 | 1.6338 | 0.1298 | 1.6338 | 1.2782 |
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- | No log | 2.5641 | 100 | 1.6714 | 0.1324 | 1.6714 | 1.2928 |
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- | No log | 2.6154 | 102 | 1.3831 | 0.0210 | 1.3831 | 1.1761 |
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- | No log | 2.6667 | 104 | 1.2095 | 0.2491 | 1.2095 | 1.0998 |
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- | No log | 2.7179 | 106 | 1.0615 | 0.3527 | 1.0615 | 1.0303 |
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- | No log | 2.7692 | 108 | 1.0120 | 0.4077 | 1.0120 | 1.0060 |
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- | No log | 2.8205 | 110 | 0.9796 | 0.3627 | 0.9796 | 0.9897 |
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- | No log | 2.8718 | 112 | 0.9918 | 0.3627 | 0.9918 | 0.9959 |
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- | No log | 2.9231 | 114 | 1.0807 | 0.3614 | 1.0807 | 1.0395 |
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- | No log | 2.9744 | 116 | 1.2104 | 0.2654 | 1.2104 | 1.1002 |
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- | No log | 3.0256 | 118 | 1.1241 | 0.3390 | 1.1241 | 1.0602 |
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- | No log | 3.0769 | 120 | 1.0633 | 0.3614 | 1.0633 | 1.0312 |
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- | No log | 3.1282 | 122 | 1.0797 | 0.3243 | 1.0797 | 1.0391 |
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- | No log | 3.1795 | 124 | 1.0840 | 0.3418 | 1.0840 | 1.0412 |
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- | No log | 3.2308 | 126 | 1.0224 | 0.3115 | 1.0224 | 1.0111 |
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- | No log | 3.2821 | 128 | 0.9991 | 0.3237 | 0.9991 | 0.9995 |
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- | No log | 3.3333 | 130 | 0.9871 | 0.3237 | 0.9871 | 0.9936 |
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- | No log | 3.3846 | 132 | 1.0125 | 0.3237 | 1.0125 | 1.0062 |
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- | No log | 3.4359 | 134 | 1.0563 | 0.2942 | 1.0563 | 1.0277 |
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- | No log | 3.4872 | 136 | 1.0973 | 0.3237 | 1.0973 | 1.0475 |
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- | No log | 3.5385 | 138 | 1.1485 | 0.3527 | 1.1485 | 1.0717 |
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- | No log | 3.5897 | 140 | 1.1724 | 0.3571 | 1.1724 | 1.0828 |
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- | No log | 3.6410 | 142 | 1.1875 | 0.3230 | 1.1875 | 1.0897 |
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- | No log | 3.6923 | 144 | 1.0711 | 0.3788 | 1.0711 | 1.0349 |
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- | No log | 3.7436 | 146 | 1.0983 | 0.2297 | 1.0983 | 1.0480 |
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- | No log | 3.7949 | 148 | 1.2193 | 0.3606 | 1.2193 | 1.1042 |
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- | No log | 3.8462 | 150 | 1.1687 | 0.2294 | 1.1687 | 1.0810 |
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- | No log | 3.8974 | 152 | 1.1520 | 0.3243 | 1.1520 | 1.0733 |
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- | No log | 3.9487 | 154 | 1.2679 | 0.2233 | 1.2679 | 1.1260 |
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- | No log | 4.0 | 156 | 1.3003 | 0.2961 | 1.3003 | 1.1403 |
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- | No log | 4.0513 | 158 | 1.2485 | 0.2712 | 1.2485 | 1.1173 |
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- | No log | 4.1026 | 160 | 1.2434 | 0.0955 | 1.2434 | 1.1151 |
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- | No log | 4.1538 | 162 | 1.2522 | 0.1331 | 1.2522 | 1.1190 |
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- | No log | 4.2051 | 164 | 1.2422 | 0.1477 | 1.2422 | 1.1146 |
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- | No log | 4.2564 | 166 | 1.2413 | 0.2199 | 1.2413 | 1.1141 |
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- | No log | 4.3077 | 168 | 1.2270 | 0.2239 | 1.2270 | 1.1077 |
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- | No log | 4.3590 | 170 | 1.2167 | 0.2417 | 1.2167 | 1.1031 |
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- | No log | 4.4103 | 172 | 1.1987 | 0.1331 | 1.1987 | 1.0948 |
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- | No log | 4.4615 | 174 | 1.1748 | 0.2303 | 1.1748 | 1.0839 |
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- | No log | 4.5128 | 176 | 1.1308 | 0.2508 | 1.1308 | 1.0634 |
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- | No log | 4.5641 | 178 | 1.1075 | 0.3637 | 1.1075 | 1.0524 |
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- | No log | 4.6154 | 180 | 1.1031 | 0.3363 | 1.1031 | 1.0503 |
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- | No log | 4.6667 | 182 | 1.0406 | 0.3637 | 1.0406 | 1.0201 |
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- | No log | 4.7179 | 184 | 1.0247 | 0.3650 | 1.0247 | 1.0123 |
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- | No log | 4.7692 | 186 | 1.0421 | 0.3224 | 1.0421 | 1.0208 |
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- | No log | 4.8205 | 188 | 1.1132 | 0.3276 | 1.1132 | 1.0551 |
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- | No log | 4.8718 | 190 | 1.1083 | 0.3256 | 1.1083 | 1.0527 |
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- | No log | 4.9231 | 192 | 1.0424 | 0.3224 | 1.0424 | 1.0210 |
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- | No log | 4.9744 | 194 | 1.0236 | 0.3399 | 1.0236 | 1.0117 |
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- | No log | 5.0256 | 196 | 1.0240 | 0.3829 | 1.0240 | 1.0119 |
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- | No log | 5.0769 | 198 | 1.0582 | 0.3268 | 1.0582 | 1.0287 |
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- | No log | 5.1282 | 200 | 1.1069 | 0.2747 | 1.1069 | 1.0521 |
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- | No log | 5.1795 | 202 | 1.1123 | 0.3113 | 1.1123 | 1.0547 |
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- | No log | 5.2308 | 204 | 1.1341 | 0.2629 | 1.1341 | 1.0649 |
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- | No log | 5.2821 | 206 | 1.1578 | 0.2157 | 1.1578 | 1.0760 |
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- | No log | 5.3333 | 208 | 1.2348 | 0.2476 | 1.2348 | 1.1112 |
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- | No log | 5.3846 | 210 | 1.2443 | 0.2476 | 1.2443 | 1.1155 |
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- | No log | 5.4359 | 212 | 1.1721 | 0.1967 | 1.1721 | 1.0826 |
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- | No log | 5.4872 | 214 | 1.1461 | 0.2898 | 1.1461 | 1.0706 |
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- | No log | 5.5385 | 216 | 1.1223 | 0.3113 | 1.1223 | 1.0594 |
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- | No log | 5.5897 | 218 | 1.1199 | 0.2697 | 1.1199 | 1.0583 |
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- | No log | 5.6410 | 220 | 1.1255 | 0.2489 | 1.1255 | 1.0609 |
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- | No log | 5.6923 | 222 | 1.1428 | 0.2898 | 1.1428 | 1.0690 |
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- | No log | 5.7436 | 224 | 1.1562 | 0.3015 | 1.1562 | 1.0753 |
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- | No log | 5.7949 | 226 | 1.1693 | 0.3015 | 1.1693 | 1.0813 |
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- | No log | 5.8462 | 228 | 1.1834 | 0.2608 | 1.1834 | 1.0878 |
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- | No log | 5.8974 | 230 | 1.1644 | 0.3185 | 1.1644 | 1.0791 |
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- | No log | 5.9487 | 232 | 1.1383 | 0.2614 | 1.1383 | 1.0669 |
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- | No log | 6.0 | 234 | 1.1701 | 0.2372 | 1.1701 | 1.0817 |
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- | No log | 6.0513 | 236 | 1.2415 | 0.2766 | 1.2415 | 1.1142 |
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- | No log | 6.1026 | 238 | 1.2231 | 0.2844 | 1.2231 | 1.1059 |
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- | No log | 6.1538 | 240 | 1.1381 | 0.2349 | 1.1381 | 1.0668 |
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- | No log | 6.2051 | 242 | 1.1276 | 0.2946 | 1.1276 | 1.0619 |
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- | No log | 6.2564 | 244 | 1.0912 | 0.3160 | 1.0912 | 1.0446 |
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- | No log | 6.3077 | 246 | 1.0372 | 0.3437 | 1.0372 | 1.0185 |
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- | No log | 6.3590 | 248 | 1.0445 | 0.3086 | 1.0445 | 1.0220 |
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- | No log | 6.4103 | 250 | 1.0537 | 0.2864 | 1.0537 | 1.0265 |
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- | No log | 6.4615 | 252 | 1.0736 | 0.2864 | 1.0736 | 1.0361 |
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- | No log | 6.5128 | 254 | 1.0736 | 0.2864 | 1.0736 | 1.0361 |
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- | No log | 6.5641 | 256 | 1.0727 | 0.2915 | 1.0727 | 1.0357 |
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- | No log | 6.6154 | 258 | 1.0880 | 0.2864 | 1.0880 | 1.0430 |
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- | No log | 6.6667 | 260 | 1.1084 | 0.3310 | 1.1084 | 1.0528 |
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- | No log | 6.7179 | 262 | 1.1022 | 0.2963 | 1.1022 | 1.0499 |
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- | No log | 6.7692 | 264 | 1.0538 | 0.3216 | 1.0538 | 1.0266 |
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- | No log | 6.8205 | 266 | 1.0263 | 0.2864 | 1.0263 | 1.0131 |
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- | No log | 6.8718 | 268 | 1.0377 | 0.3147 | 1.0377 | 1.0187 |
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- | No log | 6.9231 | 270 | 1.0222 | 0.3609 | 1.0222 | 1.0111 |
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- | No log | 6.9744 | 272 | 1.0185 | 0.2967 | 1.0185 | 1.0092 |
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- | No log | 7.0256 | 274 | 1.0309 | 0.2416 | 1.0309 | 1.0153 |
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- | No log | 7.0769 | 276 | 1.0560 | 0.3411 | 1.0560 | 1.0276 |
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- | No log | 7.1282 | 278 | 1.0543 | 0.2965 | 1.0543 | 1.0268 |
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- | No log | 7.1795 | 280 | 1.0627 | 0.2993 | 1.0627 | 1.0309 |
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- | No log | 7.2308 | 282 | 1.0699 | 0.2605 | 1.0699 | 1.0344 |
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- | No log | 7.2821 | 284 | 1.0549 | 0.3396 | 1.0549 | 1.0271 |
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- | No log | 7.3333 | 286 | 1.0904 | 0.3346 | 1.0904 | 1.0442 |
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- | No log | 7.3846 | 288 | 1.1317 | 0.3033 | 1.1317 | 1.0638 |
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- | No log | 7.4359 | 290 | 1.0852 | 0.3250 | 1.0852 | 1.0417 |
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- | No log | 7.4872 | 292 | 1.0583 | 0.3399 | 1.0583 | 1.0287 |
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- | No log | 7.5385 | 294 | 1.0541 | 0.3399 | 1.0541 | 1.0267 |
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- | No log | 7.5897 | 296 | 1.0681 | 0.3424 | 1.0681 | 1.0335 |
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- | No log | 7.6410 | 298 | 1.0830 | 0.2453 | 1.0830 | 1.0407 |
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- | No log | 7.6923 | 300 | 1.1026 | 0.2092 | 1.1026 | 1.0501 |
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- | No log | 7.7436 | 302 | 1.1222 | 0.2647 | 1.1222 | 1.0594 |
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- | No log | 7.7949 | 304 | 1.1382 | 0.2521 | 1.1382 | 1.0668 |
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- | No log | 7.8462 | 306 | 1.1209 | 0.2618 | 1.1209 | 1.0587 |
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- | No log | 7.8974 | 308 | 1.0930 | 0.2914 | 1.0930 | 1.0455 |
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- | No log | 7.9487 | 310 | 1.0747 | 0.2556 | 1.0747 | 1.0367 |
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- | No log | 8.0 | 312 | 1.0892 | 0.2556 | 1.0892 | 1.0436 |
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- | No log | 8.0513 | 314 | 1.0870 | 0.2100 | 1.0870 | 1.0426 |
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- | No log | 8.1026 | 316 | 1.0856 | 0.2447 | 1.0856 | 1.0419 |
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- | No log | 8.1538 | 318 | 1.0902 | 0.2793 | 1.0902 | 1.0441 |
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- | No log | 8.2051 | 320 | 1.1149 | 0.2528 | 1.1149 | 1.0559 |
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- | No log | 8.2564 | 322 | 1.1113 | 0.2528 | 1.1113 | 1.0542 |
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- | No log | 8.3077 | 324 | 1.0966 | 0.3094 | 1.0966 | 1.0472 |
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- | No log | 8.3590 | 326 | 1.0655 | 0.3363 | 1.0655 | 1.0322 |
215
- | No log | 8.4103 | 328 | 1.0346 | 0.3796 | 1.0346 | 1.0172 |
216
- | No log | 8.4615 | 330 | 1.0224 | 0.3639 | 1.0224 | 1.0111 |
217
- | No log | 8.5128 | 332 | 1.0129 | 0.3522 | 1.0129 | 1.0064 |
218
- | No log | 8.5641 | 334 | 1.0977 | 0.3299 | 1.0977 | 1.0477 |
219
- | No log | 8.6154 | 336 | 1.1232 | 0.3299 | 1.1232 | 1.0598 |
220
- | No log | 8.6667 | 338 | 1.0642 | 0.3089 | 1.0642 | 1.0316 |
221
- | No log | 8.7179 | 340 | 1.0855 | 0.2988 | 1.0855 | 1.0419 |
222
- | No log | 8.7692 | 342 | 1.2081 | 0.2424 | 1.2081 | 1.0991 |
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- | No log | 8.8205 | 344 | 1.1873 | 0.2337 | 1.1873 | 1.0896 |
224
- | No log | 8.8718 | 346 | 1.0648 | 0.3036 | 1.0648 | 1.0319 |
225
- | No log | 8.9231 | 348 | 1.0049 | 0.3541 | 1.0049 | 1.0025 |
226
- | No log | 8.9744 | 350 | 1.0282 | 0.3834 | 1.0282 | 1.0140 |
227
- | No log | 9.0256 | 352 | 1.0963 | 0.4166 | 1.0963 | 1.0470 |
228
- | No log | 9.0769 | 354 | 1.0511 | 0.4165 | 1.0511 | 1.0253 |
229
- | No log | 9.1282 | 356 | 0.9647 | 0.3938 | 0.9647 | 0.9822 |
230
- | No log | 9.1795 | 358 | 1.0006 | 0.2795 | 1.0006 | 1.0003 |
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- | No log | 9.2308 | 360 | 1.0053 | 0.3133 | 1.0053 | 1.0027 |
232
- | No log | 9.2821 | 362 | 1.0020 | 0.3210 | 1.0020 | 1.0010 |
233
- | No log | 9.3333 | 364 | 1.0211 | 0.2892 | 1.0211 | 1.0105 |
234
- | No log | 9.3846 | 366 | 1.0527 | 0.2892 | 1.0527 | 1.0260 |
235
- | No log | 9.4359 | 368 | 1.0818 | 0.3328 | 1.0818 | 1.0401 |
236
- | No log | 9.4872 | 370 | 1.1302 | 0.3059 | 1.1302 | 1.0631 |
237
- | No log | 9.5385 | 372 | 1.1093 | 0.2988 | 1.1093 | 1.0532 |
238
- | No log | 9.5897 | 374 | 1.0723 | 0.2919 | 1.0723 | 1.0355 |
239
- | No log | 9.6410 | 376 | 1.0806 | 0.2743 | 1.0806 | 1.0395 |
240
- | No log | 9.6923 | 378 | 1.0777 | 0.2394 | 1.0777 | 1.0381 |
241
- | No log | 9.7436 | 380 | 1.0919 | 0.2253 | 1.0919 | 1.0449 |
242
- | No log | 9.7949 | 382 | 1.0968 | 0.2103 | 1.0968 | 1.0473 |
243
- | No log | 9.8462 | 384 | 1.0954 | 0.2545 | 1.0954 | 1.0466 |
244
- | No log | 9.8974 | 386 | 1.0962 | 0.2545 | 1.0962 | 1.0470 |
245
- | No log | 9.9487 | 388 | 1.0940 | 0.2545 | 1.0940 | 1.0459 |
246
- | No log | 10.0 | 390 | 1.1061 | 0.2253 | 1.1061 | 1.0517 |
247
- | No log | 10.0513 | 392 | 1.1016 | 0.1912 | 1.1016 | 1.0496 |
248
- | No log | 10.1026 | 394 | 1.1257 | 0.1912 | 1.1257 | 1.0610 |
249
- | No log | 10.1538 | 396 | 1.1351 | 0.2306 | 1.1351 | 1.0654 |
250
- | No log | 10.2051 | 398 | 1.1553 | 0.2651 | 1.1553 | 1.0748 |
251
- | No log | 10.2564 | 400 | 1.0948 | 0.1912 | 1.0948 | 1.0463 |
252
- | No log | 10.3077 | 402 | 1.0667 | 0.2103 | 1.0667 | 1.0328 |
253
- | No log | 10.3590 | 404 | 1.0462 | 0.2743 | 1.0462 | 1.0228 |
254
- | No log | 10.4103 | 406 | 1.0308 | 0.2743 | 1.0308 | 1.0153 |
255
- | No log | 10.4615 | 408 | 1.0153 | 0.3142 | 1.0153 | 1.0076 |
256
- | No log | 10.5128 | 410 | 1.0116 | 0.3448 | 1.0116 | 1.0058 |
257
- | No log | 10.5641 | 412 | 1.0038 | 0.3753 | 1.0038 | 1.0019 |
258
- | No log | 10.6154 | 414 | 0.9945 | 0.3309 | 0.9945 | 0.9973 |
259
- | No log | 10.6667 | 416 | 0.9928 | 0.3309 | 0.9928 | 0.9964 |
260
- | No log | 10.7179 | 418 | 1.0035 | 0.3854 | 1.0035 | 1.0017 |
261
- | No log | 10.7692 | 420 | 1.0386 | 0.3270 | 1.0386 | 1.0191 |
262
- | No log | 10.8205 | 422 | 1.0490 | 0.3098 | 1.0490 | 1.0242 |
263
- | No log | 10.8718 | 424 | 1.0447 | 0.3119 | 1.0447 | 1.0221 |
264
- | No log | 10.9231 | 426 | 1.0864 | 0.2618 | 1.0864 | 1.0423 |
265
- | No log | 10.9744 | 428 | 1.1114 | 0.2521 | 1.1114 | 1.0542 |
266
- | No log | 11.0256 | 430 | 1.1409 | 0.2233 | 1.1409 | 1.0681 |
267
- | No log | 11.0769 | 432 | 1.0944 | 0.2618 | 1.0944 | 1.0461 |
268
- | No log | 11.1282 | 434 | 1.0198 | 0.2601 | 1.0198 | 1.0098 |
269
- | No log | 11.1795 | 436 | 1.0374 | 0.3418 | 1.0374 | 1.0185 |
270
- | No log | 11.2308 | 438 | 1.1057 | 0.3543 | 1.1057 | 1.0515 |
271
- | No log | 11.2821 | 440 | 1.1058 | 0.3543 | 1.1058 | 1.0516 |
272
- | No log | 11.3333 | 442 | 1.0465 | 0.3677 | 1.0465 | 1.0230 |
273
- | No log | 11.3846 | 444 | 0.9976 | 0.3453 | 0.9976 | 0.9988 |
274
- | No log | 11.4359 | 446 | 1.0267 | 0.3013 | 1.0267 | 1.0133 |
275
- | No log | 11.4872 | 448 | 1.0642 | 0.2844 | 1.0642 | 1.0316 |
276
- | No log | 11.5385 | 450 | 1.0471 | 0.3036 | 1.0471 | 1.0233 |
277
- | No log | 11.5897 | 452 | 1.0147 | 0.2499 | 1.0147 | 1.0073 |
278
- | No log | 11.6410 | 454 | 1.0245 | 0.3508 | 1.0245 | 1.0122 |
279
- | No log | 11.6923 | 456 | 1.0431 | 0.2792 | 1.0431 | 1.0213 |
280
- | No log | 11.7436 | 458 | 1.0374 | 0.3326 | 1.0374 | 1.0185 |
281
- | No log | 11.7949 | 460 | 1.0674 | 0.3062 | 1.0674 | 1.0332 |
282
- | No log | 11.8462 | 462 | 1.1507 | 0.3330 | 1.1507 | 1.0727 |
283
- | No log | 11.8974 | 464 | 1.2123 | 0.3660 | 1.2123 | 1.1010 |
284
- | No log | 11.9487 | 466 | 1.1490 | 0.3506 | 1.1490 | 1.0719 |
285
- | No log | 12.0 | 468 | 1.0274 | 0.3081 | 1.0274 | 1.0136 |
286
- | No log | 12.0513 | 470 | 0.9737 | 0.3210 | 0.9737 | 0.9868 |
287
- | No log | 12.1026 | 472 | 0.9801 | 0.3762 | 0.9801 | 0.9900 |
288
- | No log | 12.1538 | 474 | 0.9810 | 0.3463 | 0.9810 | 0.9905 |
289
- | No log | 12.2051 | 476 | 0.9644 | 0.3408 | 0.9644 | 0.9820 |
290
- | No log | 12.2564 | 478 | 0.9871 | 0.3382 | 0.9871 | 0.9935 |
291
- | No log | 12.3077 | 480 | 1.0559 | 0.3033 | 1.0559 | 1.0276 |
292
- | No log | 12.3590 | 482 | 1.0715 | 0.3033 | 1.0715 | 1.0351 |
293
- | No log | 12.4103 | 484 | 1.0217 | 0.2395 | 1.0217 | 1.0108 |
294
- | No log | 12.4615 | 486 | 1.0046 | 0.3663 | 1.0046 | 1.0023 |
295
- | No log | 12.5128 | 488 | 1.0427 | 0.4065 | 1.0427 | 1.0211 |
296
- | No log | 12.5641 | 490 | 1.0521 | 0.3820 | 1.0521 | 1.0257 |
297
- | No log | 12.6154 | 492 | 1.0411 | 0.3408 | 1.0411 | 1.0204 |
298
- | No log | 12.6667 | 494 | 1.0670 | 0.2584 | 1.0670 | 1.0329 |
299
- | No log | 12.7179 | 496 | 1.1656 | 0.3074 | 1.1656 | 1.0797 |
300
- | No log | 12.7692 | 498 | 1.1880 | 0.3207 | 1.1880 | 1.0900 |
301
- | 0.3504 | 12.8205 | 500 | 1.1234 | 0.2748 | 1.1234 | 1.0599 |
302
- | 0.3504 | 12.8718 | 502 | 1.0588 | 0.2265 | 1.0588 | 1.0290 |
303
- | 0.3504 | 12.9231 | 504 | 1.0440 | 0.3070 | 1.0440 | 1.0217 |
304
- | 0.3504 | 12.9744 | 506 | 1.0454 | 0.3196 | 1.0454 | 1.0224 |
305
- | 0.3504 | 13.0256 | 508 | 1.0304 | 0.3094 | 1.0304 | 1.0151 |
306
- | 0.3504 | 13.0769 | 510 | 1.0239 | 0.2793 | 1.0239 | 1.0119 |
307
- | 0.3504 | 13.1282 | 512 | 1.0287 | 0.2793 | 1.0287 | 1.0142 |
308
- | 0.3504 | 13.1795 | 514 | 1.0478 | 0.3346 | 1.0478 | 1.0236 |
309
- | 0.3504 | 13.2308 | 516 | 1.0746 | 0.3312 | 1.0746 | 1.0366 |
310
- | 0.3504 | 13.2821 | 518 | 1.0746 | 0.3346 | 1.0746 | 1.0366 |
311
- | 0.3504 | 13.3333 | 520 | 1.0581 | 0.3301 | 1.0581 | 1.0287 |
312
- | 0.3504 | 13.3846 | 522 | 1.0534 | 0.2793 | 1.0534 | 1.0263 |
313
- | 0.3504 | 13.4359 | 524 | 1.0568 | 0.3508 | 1.0568 | 1.0280 |
314
- | 0.3504 | 13.4872 | 526 | 1.0577 | 0.3243 | 1.0577 | 1.0284 |
315
- | 0.3504 | 13.5385 | 528 | 1.0601 | 0.2255 | 1.0601 | 1.0296 |
316
- | 0.3504 | 13.5897 | 530 | 1.0686 | 0.2647 | 1.0686 | 1.0337 |
317
- | 0.3504 | 13.6410 | 532 | 1.0644 | 0.2310 | 1.0644 | 1.0317 |
318
- | 0.3504 | 13.6923 | 534 | 1.0651 | 0.2509 | 1.0651 | 1.0320 |
319
- | 0.3504 | 13.7436 | 536 | 1.0665 | 0.2509 | 1.0665 | 1.0327 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
320
 
321
 
322
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k9_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k9_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: 1.3527
19
+ - Qwk: 0.1084
20
+ - Mse: 1.3527
21
+ - Rmse: 1.1631
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0455 | 2 | 4.5620 | 0.0010 | 4.5620 | 2.1359 |
53
+ | No log | 0.0909 | 4 | 2.8760 | 0.0235 | 2.8760 | 1.6959 |
54
+ | No log | 0.1364 | 6 | 2.0645 | 0.0198 | 2.0645 | 1.4368 |
55
+ | No log | 0.1818 | 8 | 2.1192 | -0.0433 | 2.1192 | 1.4558 |
56
+ | No log | 0.2273 | 10 | 2.5792 | -0.1247 | 2.5792 | 1.6060 |
57
+ | No log | 0.2727 | 12 | 2.0906 | -0.1354 | 2.0906 | 1.4459 |
58
+ | No log | 0.3182 | 14 | 1.5435 | -0.1392 | 1.5435 | 1.2424 |
59
+ | No log | 0.3636 | 16 | 1.6856 | -0.1212 | 1.6856 | 1.2983 |
60
+ | No log | 0.4091 | 18 | 1.9029 | -0.1503 | 1.9029 | 1.3795 |
61
+ | No log | 0.4545 | 20 | 2.6094 | -0.0991 | 2.6094 | 1.6154 |
62
+ | No log | 0.5 | 22 | 2.7349 | -0.0726 | 2.7349 | 1.6538 |
63
+ | No log | 0.5455 | 24 | 1.8667 | 0.0050 | 1.8667 | 1.3663 |
64
+ | No log | 0.5909 | 26 | 1.4976 | -0.0318 | 1.4976 | 1.2238 |
65
+ | No log | 0.6364 | 28 | 1.4605 | -0.0107 | 1.4605 | 1.2085 |
66
+ | No log | 0.6818 | 30 | 1.4657 | 0.0030 | 1.4657 | 1.2106 |
67
+ | No log | 0.7273 | 32 | 1.6795 | 0.0275 | 1.6795 | 1.2960 |
68
+ | No log | 0.7727 | 34 | 2.0555 | 0.0348 | 2.0555 | 1.4337 |
69
+ | No log | 0.8182 | 36 | 3.0790 | -0.0192 | 3.0790 | 1.7547 |
70
+ | No log | 0.8636 | 38 | 3.3201 | 0.0189 | 3.3201 | 1.8221 |
71
+ | No log | 0.9091 | 40 | 2.6583 | 0.0332 | 2.6583 | 1.6304 |
72
+ | No log | 0.9545 | 42 | 1.8202 | 0.0622 | 1.8202 | 1.3491 |
73
+ | No log | 1.0 | 44 | 1.4514 | 0.0714 | 1.4514 | 1.2047 |
74
+ | No log | 1.0455 | 46 | 1.4239 | 0.0714 | 1.4239 | 1.1933 |
75
+ | No log | 1.0909 | 48 | 1.4575 | 0.0987 | 1.4575 | 1.2073 |
76
+ | No log | 1.1364 | 50 | 1.3535 | 0.1959 | 1.3535 | 1.1634 |
77
+ | No log | 1.1818 | 52 | 1.3620 | 0.1959 | 1.3620 | 1.1670 |
78
+ | No log | 1.2273 | 54 | 1.4367 | 0.1196 | 1.4367 | 1.1986 |
79
+ | No log | 1.2727 | 56 | 1.7239 | 0.0426 | 1.7239 | 1.3130 |
80
+ | No log | 1.3182 | 58 | 1.6580 | 0.1457 | 1.6580 | 1.2876 |
81
+ | No log | 1.3636 | 60 | 1.3529 | 0.0704 | 1.3529 | 1.1631 |
82
+ | No log | 1.4091 | 62 | 1.2723 | 0.1388 | 1.2723 | 1.1280 |
83
+ | No log | 1.4545 | 64 | 1.2538 | 0.1772 | 1.2538 | 1.1197 |
84
+ | No log | 1.5 | 66 | 1.3048 | 0.2005 | 1.3048 | 1.1423 |
85
+ | No log | 1.5455 | 68 | 1.5810 | 0.0732 | 1.5810 | 1.2574 |
86
+ | No log | 1.5909 | 70 | 1.7870 | 0.0679 | 1.7870 | 1.3368 |
87
+ | No log | 1.6364 | 72 | 1.5980 | 0.0792 | 1.5980 | 1.2641 |
88
+ | No log | 1.6818 | 74 | 1.4224 | 0.1315 | 1.4224 | 1.1927 |
89
+ | No log | 1.7273 | 76 | 1.5190 | 0.0732 | 1.5190 | 1.2325 |
90
+ | No log | 1.7727 | 78 | 1.6550 | 0.0385 | 1.6550 | 1.2865 |
91
+ | No log | 1.8182 | 80 | 1.8430 | 0.0237 | 1.8430 | 1.3576 |
92
+ | No log | 1.8636 | 82 | 1.6908 | 0.0493 | 1.6908 | 1.3003 |
93
+ | No log | 1.9091 | 84 | 1.4819 | 0.1371 | 1.4819 | 1.2174 |
94
+ | No log | 1.9545 | 86 | 1.3462 | 0.2233 | 1.3462 | 1.1603 |
95
+ | No log | 2.0 | 88 | 1.3961 | 0.2232 | 1.3961 | 1.1816 |
96
+ | No log | 2.0455 | 90 | 1.8154 | 0.0385 | 1.8154 | 1.3474 |
97
+ | No log | 2.0909 | 92 | 2.0392 | 0.0861 | 2.0392 | 1.4280 |
98
+ | No log | 2.1364 | 94 | 1.7499 | 0.1025 | 1.7499 | 1.3228 |
99
+ | No log | 2.1818 | 96 | 1.3952 | 0.1525 | 1.3952 | 1.1812 |
100
+ | No log | 2.2273 | 98 | 1.3095 | 0.1687 | 1.3095 | 1.1444 |
101
+ | No log | 2.2727 | 100 | 1.3792 | 0.1562 | 1.3792 | 1.1744 |
102
+ | No log | 2.3182 | 102 | 1.7569 | 0.0810 | 1.7569 | 1.3255 |
103
+ | No log | 2.3636 | 104 | 2.0254 | 0.1093 | 2.0254 | 1.4232 |
104
+ | No log | 2.4091 | 106 | 2.1409 | 0.1350 | 2.1409 | 1.4632 |
105
+ | No log | 2.4545 | 108 | 1.8259 | 0.0694 | 1.8259 | 1.3512 |
106
+ | No log | 2.5 | 110 | 1.4566 | 0.1021 | 1.4566 | 1.2069 |
107
+ | No log | 2.5455 | 112 | 1.2429 | 0.0955 | 1.2429 | 1.1148 |
108
+ | No log | 2.5909 | 114 | 1.1953 | 0.1688 | 1.1953 | 1.0933 |
109
+ | No log | 2.6364 | 116 | 1.2065 | 0.2234 | 1.2065 | 1.0984 |
110
+ | No log | 2.6818 | 118 | 1.2974 | 0.0984 | 1.2974 | 1.1390 |
111
+ | No log | 2.7273 | 120 | 1.4496 | 0.1315 | 1.4496 | 1.2040 |
112
+ | No log | 2.7727 | 122 | 1.6514 | 0.1171 | 1.6514 | 1.2851 |
113
+ | No log | 2.8182 | 124 | 1.7512 | 0.0612 | 1.7512 | 1.3233 |
114
+ | No log | 2.8636 | 126 | 1.7930 | 0.0445 | 1.7930 | 1.3390 |
115
+ | No log | 2.9091 | 128 | 1.7854 | 0.0445 | 1.7854 | 1.3362 |
116
+ | No log | 2.9545 | 130 | 1.8762 | 0.0176 | 1.8762 | 1.3697 |
117
+ | No log | 3.0 | 132 | 2.0980 | 0.1057 | 2.0980 | 1.4484 |
118
+ | No log | 3.0455 | 134 | 2.1279 | 0.1454 | 2.1279 | 1.4587 |
119
+ | No log | 3.0909 | 136 | 2.1581 | 0.1057 | 2.1581 | 1.4691 |
120
+ | No log | 3.1364 | 138 | 1.8469 | 0.1136 | 1.8469 | 1.3590 |
121
+ | No log | 3.1818 | 140 | 1.6925 | 0.0669 | 1.6925 | 1.3010 |
122
+ | No log | 3.2273 | 142 | 1.4872 | 0.0903 | 1.4872 | 1.2195 |
123
+ | No log | 3.2727 | 144 | 1.4911 | 0.0985 | 1.4911 | 1.2211 |
124
+ | No log | 3.3182 | 146 | 1.5233 | 0.1479 | 1.5233 | 1.2342 |
125
+ | No log | 3.3636 | 148 | 1.6634 | 0.1663 | 1.6634 | 1.2897 |
126
+ | No log | 3.4091 | 150 | 1.7479 | 0.1010 | 1.7479 | 1.3221 |
127
+ | No log | 3.4545 | 152 | 1.7349 | 0.0712 | 1.7349 | 1.3172 |
128
+ | No log | 3.5 | 154 | 1.5996 | 0.1416 | 1.5996 | 1.2647 |
129
+ | No log | 3.5455 | 156 | 1.4828 | 0.0306 | 1.4828 | 1.2177 |
130
+ | No log | 3.5909 | 158 | 1.5171 | 0.0655 | 1.5171 | 1.2317 |
131
+ | No log | 3.6364 | 160 | 1.7019 | 0.0392 | 1.7019 | 1.3046 |
132
+ | No log | 3.6818 | 162 | 1.8849 | 0.0487 | 1.8849 | 1.3729 |
133
+ | No log | 3.7273 | 164 | 1.7788 | 0.0782 | 1.7788 | 1.3337 |
134
+ | No log | 3.7727 | 166 | 1.5682 | 0.1785 | 1.5682 | 1.2523 |
135
+ | No log | 3.8182 | 168 | 1.5870 | 0.1698 | 1.5870 | 1.2598 |
136
+ | No log | 3.8636 | 170 | 1.8079 | 0.1386 | 1.8079 | 1.3446 |
137
+ | No log | 3.9091 | 172 | 1.6877 | 0.2002 | 1.6877 | 1.2991 |
138
+ | No log | 3.9545 | 174 | 1.4894 | 0.1466 | 1.4894 | 1.2204 |
139
+ | No log | 4.0 | 176 | 1.2969 | 0.1595 | 1.2969 | 1.1388 |
140
+ | No log | 4.0455 | 178 | 1.2402 | 0.1714 | 1.2402 | 1.1136 |
141
+ | No log | 4.0909 | 180 | 1.2556 | 0.1829 | 1.2556 | 1.1205 |
142
+ | No log | 4.1364 | 182 | 1.3525 | 0.1815 | 1.3525 | 1.1630 |
143
+ | No log | 4.1818 | 184 | 1.4936 | 0.1487 | 1.4936 | 1.2221 |
144
+ | No log | 4.2273 | 186 | 1.4599 | 0.1631 | 1.4599 | 1.2082 |
145
+ | No log | 4.2727 | 188 | 1.3262 | 0.1295 | 1.3262 | 1.1516 |
146
+ | No log | 4.3182 | 190 | 1.3353 | 0.2747 | 1.3353 | 1.1555 |
147
+ | No log | 4.3636 | 192 | 1.3243 | 0.2520 | 1.3243 | 1.1508 |
148
+ | No log | 4.4091 | 194 | 1.2757 | 0.2062 | 1.2757 | 1.1295 |
149
+ | No log | 4.4545 | 196 | 1.3657 | 0.1815 | 1.3658 | 1.1687 |
150
+ | No log | 4.5 | 198 | 1.7331 | 0.2158 | 1.7331 | 1.3165 |
151
+ | No log | 4.5455 | 200 | 1.7330 | 0.1899 | 1.7330 | 1.3164 |
152
+ | No log | 4.5909 | 202 | 1.5040 | 0.1447 | 1.5040 | 1.2264 |
153
+ | No log | 4.6364 | 204 | 1.4007 | 0.1652 | 1.4007 | 1.1835 |
154
+ | No log | 4.6818 | 206 | 1.3048 | 0.2283 | 1.3048 | 1.1423 |
155
+ | No log | 4.7273 | 208 | 1.2420 | 0.2169 | 1.2420 | 1.1145 |
156
+ | No log | 4.7727 | 210 | 1.2930 | 0.2529 | 1.2930 | 1.1371 |
157
+ | No log | 4.8182 | 212 | 1.3923 | 0.2255 | 1.3923 | 1.1800 |
158
+ | No log | 4.8636 | 214 | 1.4642 | 0.1594 | 1.4642 | 1.2101 |
159
+ | No log | 4.9091 | 216 | 1.4526 | 0.1674 | 1.4526 | 1.2053 |
160
+ | No log | 4.9545 | 218 | 1.3465 | 0.1663 | 1.3465 | 1.1604 |
161
+ | No log | 5.0 | 220 | 1.2695 | 0.2056 | 1.2695 | 1.1267 |
162
+ | No log | 5.0455 | 222 | 1.2933 | 0.2389 | 1.2933 | 1.1372 |
163
+ | No log | 5.0909 | 224 | 1.4552 | 0.1515 | 1.4552 | 1.2063 |
164
+ | No log | 5.1364 | 226 | 1.5286 | 0.1519 | 1.5286 | 1.2364 |
165
+ | No log | 5.1818 | 228 | 1.3393 | 0.2044 | 1.3393 | 1.1573 |
166
+ | No log | 5.2273 | 230 | 1.2326 | 0.3077 | 1.2326 | 1.1102 |
167
+ | No log | 5.2727 | 232 | 1.1806 | 0.3386 | 1.1806 | 1.0866 |
168
+ | No log | 5.3182 | 234 | 1.1551 | 0.2942 | 1.1551 | 1.0748 |
169
+ | No log | 5.3636 | 236 | 1.2178 | 0.2964 | 1.2178 | 1.1035 |
170
+ | No log | 5.4091 | 238 | 1.3193 | 0.2483 | 1.3193 | 1.1486 |
171
+ | No log | 5.4545 | 240 | 1.2878 | 0.1970 | 1.2878 | 1.1348 |
172
+ | No log | 5.5 | 242 | 1.2224 | 0.2431 | 1.2224 | 1.1056 |
173
+ | No log | 5.5455 | 244 | 1.2065 | 0.2945 | 1.2065 | 1.0984 |
174
+ | No log | 5.5909 | 246 | 1.1467 | 0.3297 | 1.1467 | 1.0709 |
175
+ | No log | 5.6364 | 248 | 1.1269 | 0.3933 | 1.1269 | 1.0616 |
176
+ | No log | 5.6818 | 250 | 1.1379 | 0.4110 | 1.1379 | 1.0667 |
177
+ | No log | 5.7273 | 252 | 1.1534 | 0.4057 | 1.1534 | 1.0740 |
178
+ | No log | 5.7727 | 254 | 1.1782 | 0.3838 | 1.1782 | 1.0854 |
179
+ | No log | 5.8182 | 256 | 1.1830 | 0.3198 | 1.1830 | 1.0877 |
180
+ | No log | 5.8636 | 258 | 1.1604 | 0.2796 | 1.1604 | 1.0772 |
181
+ | No log | 5.9091 | 260 | 1.1377 | 0.3476 | 1.1377 | 1.0666 |
182
+ | No log | 5.9545 | 262 | 1.1282 | 0.3511 | 1.1282 | 1.0622 |
183
+ | No log | 6.0 | 264 | 1.1593 | 0.3661 | 1.1593 | 1.0767 |
184
+ | No log | 6.0455 | 266 | 1.2011 | 0.3882 | 1.2011 | 1.0959 |
185
+ | No log | 6.0909 | 268 | 1.2383 | 0.2869 | 1.2383 | 1.1128 |
186
+ | No log | 6.1364 | 270 | 1.3698 | 0.2125 | 1.3698 | 1.1704 |
187
+ | No log | 6.1818 | 272 | 1.3753 | 0.2171 | 1.3753 | 1.1727 |
188
+ | No log | 6.2273 | 274 | 1.4619 | 0.1896 | 1.4619 | 1.2091 |
189
+ | No log | 6.2727 | 276 | 1.4583 | 0.1981 | 1.4583 | 1.2076 |
190
+ | No log | 6.3182 | 278 | 1.3944 | 0.2134 | 1.3944 | 1.1808 |
191
+ | No log | 6.3636 | 280 | 1.2746 | 0.2120 | 1.2746 | 1.1290 |
192
+ | No log | 6.4091 | 282 | 1.2442 | 0.2786 | 1.2442 | 1.1154 |
193
+ | No log | 6.4545 | 284 | 1.2849 | 0.2391 | 1.2849 | 1.1335 |
194
+ | No log | 6.5 | 286 | 1.4187 | 0.1975 | 1.4187 | 1.1911 |
195
+ | No log | 6.5455 | 288 | 1.4195 | 0.2306 | 1.4195 | 1.1914 |
196
+ | No log | 6.5909 | 290 | 1.2613 | 0.2431 | 1.2613 | 1.1231 |
197
+ | No log | 6.6364 | 292 | 1.1728 | 0.2604 | 1.1728 | 1.0830 |
198
+ | No log | 6.6818 | 294 | 1.1699 | 0.2424 | 1.1699 | 1.0816 |
199
+ | No log | 6.7273 | 296 | 1.1764 | 0.2721 | 1.1764 | 1.0846 |
200
+ | No log | 6.7727 | 298 | 1.1841 | 0.3080 | 1.1841 | 1.0882 |
201
+ | No log | 6.8182 | 300 | 1.2231 | 0.2019 | 1.2231 | 1.1059 |
202
+ | No log | 6.8636 | 302 | 1.2394 | 0.2019 | 1.2394 | 1.1133 |
203
+ | No log | 6.9091 | 304 | 1.2557 | 0.2019 | 1.2557 | 1.1206 |
204
+ | No log | 6.9545 | 306 | 1.2623 | 0.1878 | 1.2623 | 1.1235 |
205
+ | No log | 7.0 | 308 | 1.2560 | 0.2445 | 1.2560 | 1.1207 |
206
+ | No log | 7.0455 | 310 | 1.2474 | 0.1565 | 1.2474 | 1.1169 |
207
+ | No log | 7.0909 | 312 | 1.2381 | 0.1951 | 1.2381 | 1.1127 |
208
+ | No log | 7.1364 | 314 | 1.2347 | 0.1951 | 1.2347 | 1.1112 |
209
+ | No log | 7.1818 | 316 | 1.2398 | 0.1355 | 1.2398 | 1.1135 |
210
+ | No log | 7.2273 | 318 | 1.2719 | 0.2151 | 1.2719 | 1.1278 |
211
+ | No log | 7.2727 | 320 | 1.3696 | 0.1737 | 1.3696 | 1.1703 |
212
+ | No log | 7.3182 | 322 | 1.4316 | 0.2328 | 1.4316 | 1.1965 |
213
+ | No log | 7.3636 | 324 | 1.3856 | 0.2274 | 1.3856 | 1.1771 |
214
+ | No log | 7.4091 | 326 | 1.2791 | 0.2281 | 1.2791 | 1.1310 |
215
+ | No log | 7.4545 | 328 | 1.2341 | 0.2386 | 1.2341 | 1.1109 |
216
+ | No log | 7.5 | 330 | 1.1909 | 0.2857 | 1.1909 | 1.0913 |
217
+ | No log | 7.5455 | 332 | 1.1741 | 0.2857 | 1.1741 | 1.0835 |
218
+ | No log | 7.5909 | 334 | 1.1662 | 0.3180 | 1.1662 | 1.0799 |
219
+ | No log | 7.6364 | 336 | 1.2118 | 0.2450 | 1.2118 | 1.1008 |
220
+ | No log | 7.6818 | 338 | 1.2069 | 0.2839 | 1.2069 | 1.0986 |
221
+ | No log | 7.7273 | 340 | 1.1887 | 0.2857 | 1.1887 | 1.0903 |
222
+ | No log | 7.7727 | 342 | 1.1910 | 0.2923 | 1.1910 | 1.0913 |
223
+ | No log | 7.8182 | 344 | 1.1601 | 0.2424 | 1.1601 | 1.0771 |
224
+ | No log | 7.8636 | 346 | 1.1773 | 0.3363 | 1.1773 | 1.0850 |
225
+ | No log | 7.9091 | 348 | 1.2546 | 0.2596 | 1.2546 | 1.1201 |
226
+ | No log | 7.9545 | 350 | 1.2698 | 0.2944 | 1.2698 | 1.1269 |
227
+ | No log | 8.0 | 352 | 1.2304 | 0.3123 | 1.2304 | 1.1093 |
228
+ | No log | 8.0455 | 354 | 1.1987 | 0.2969 | 1.1987 | 1.0949 |
229
+ | No log | 8.0909 | 356 | 1.2151 | 0.2969 | 1.2151 | 1.1023 |
230
+ | No log | 8.1364 | 358 | 1.2537 | 0.2009 | 1.2537 | 1.1197 |
231
+ | No log | 8.1818 | 360 | 1.3068 | 0.2378 | 1.3068 | 1.1432 |
232
+ | No log | 8.2273 | 362 | 1.3849 | 0.2217 | 1.3849 | 1.1768 |
233
+ | No log | 8.2727 | 364 | 1.3129 | 0.2445 | 1.3129 | 1.1458 |
234
+ | No log | 8.3182 | 366 | 1.2338 | 0.2344 | 1.2338 | 1.1108 |
235
+ | No log | 8.3636 | 368 | 1.2128 | 0.2679 | 1.2128 | 1.1013 |
236
+ | No log | 8.4091 | 370 | 1.2091 | 0.3039 | 1.2091 | 1.0996 |
237
+ | No log | 8.4545 | 372 | 1.2242 | 0.2679 | 1.2242 | 1.1064 |
238
+ | No log | 8.5 | 374 | 1.3218 | 0.2281 | 1.3218 | 1.1497 |
239
+ | No log | 8.5455 | 376 | 1.4720 | 0.2760 | 1.4720 | 1.2133 |
240
+ | No log | 8.5909 | 378 | 1.5198 | 0.3041 | 1.5198 | 1.2328 |
241
+ | No log | 8.6364 | 380 | 1.4070 | 0.2857 | 1.4070 | 1.1862 |
242
+ | No log | 8.6818 | 382 | 1.3528 | 0.2667 | 1.3528 | 1.1631 |
243
+ | No log | 8.7273 | 384 | 1.3139 | 0.2259 | 1.3139 | 1.1463 |
244
+ | No log | 8.7727 | 386 | 1.2522 | 0.3536 | 1.2522 | 1.1190 |
245
+ | No log | 8.8182 | 388 | 1.2251 | 0.4093 | 1.2251 | 1.1068 |
246
+ | No log | 8.8636 | 390 | 1.1836 | 0.3062 | 1.1836 | 1.0879 |
247
+ | No log | 8.9091 | 392 | 1.1858 | 0.2306 | 1.1858 | 1.0889 |
248
+ | No log | 8.9545 | 394 | 1.3469 | 0.2136 | 1.3469 | 1.1605 |
249
+ | No log | 9.0 | 396 | 1.5830 | 0.2111 | 1.5830 | 1.2582 |
250
+ | No log | 9.0455 | 398 | 1.6182 | 0.2290 | 1.6182 | 1.2721 |
251
+ | No log | 9.0909 | 400 | 1.4276 | 0.2181 | 1.4276 | 1.1948 |
252
+ | No log | 9.1364 | 402 | 1.2283 | 0.2608 | 1.2283 | 1.1083 |
253
+ | No log | 9.1818 | 404 | 1.1611 | 0.2424 | 1.1611 | 1.0776 |
254
+ | No log | 9.2273 | 406 | 1.1435 | 0.2424 | 1.1435 | 1.0693 |
255
+ | No log | 9.2727 | 408 | 1.1507 | 0.2424 | 1.1507 | 1.0727 |
256
+ | No log | 9.3182 | 410 | 1.1836 | 0.2424 | 1.1836 | 1.0879 |
257
+ | No log | 9.3636 | 412 | 1.2216 | 0.1769 | 1.2216 | 1.1053 |
258
+ | No log | 9.4091 | 414 | 1.2888 | 0.1833 | 1.2888 | 1.1353 |
259
+ | No log | 9.4545 | 416 | 1.4588 | 0.2292 | 1.4588 | 1.2078 |
260
+ | No log | 9.5 | 418 | 1.6481 | 0.1297 | 1.6481 | 1.2838 |
261
+ | No log | 9.5455 | 420 | 1.6161 | 0.1392 | 1.6161 | 1.2712 |
262
+ | No log | 9.5909 | 422 | 1.4536 | 0.2047 | 1.4536 | 1.2057 |
263
+ | No log | 9.6364 | 424 | 1.3111 | 0.1972 | 1.3111 | 1.1450 |
264
+ | No log | 9.6818 | 426 | 1.2551 | 0.1586 | 1.2551 | 1.1203 |
265
+ | No log | 9.7273 | 428 | 1.2374 | 0.1822 | 1.2374 | 1.1124 |
266
+ | No log | 9.7727 | 430 | 1.2632 | 0.2315 | 1.2632 | 1.1239 |
267
+ | No log | 9.8182 | 432 | 1.2668 | 0.2221 | 1.2668 | 1.1255 |
268
+ | No log | 9.8636 | 434 | 1.3185 | 0.1686 | 1.3185 | 1.1483 |
269
+ | No log | 9.9091 | 436 | 1.2732 | 0.2138 | 1.2732 | 1.1284 |
270
+ | No log | 9.9545 | 438 | 1.1951 | 0.2315 | 1.1951 | 1.0932 |
271
+ | No log | 10.0 | 440 | 1.1569 | 0.2021 | 1.1569 | 1.0756 |
272
+ | No log | 10.0455 | 442 | 1.1466 | 0.2012 | 1.1466 | 1.0708 |
273
+ | No log | 10.0909 | 444 | 1.1543 | 0.2012 | 1.1543 | 1.0744 |
274
+ | No log | 10.1364 | 446 | 1.1687 | 0.2012 | 1.1687 | 1.0811 |
275
+ | No log | 10.1818 | 448 | 1.1978 | 0.2263 | 1.1978 | 1.0944 |
276
+ | No log | 10.2273 | 450 | 1.2242 | 0.2118 | 1.2242 | 1.1064 |
277
+ | No log | 10.2727 | 452 | 1.2006 | 0.1873 | 1.2006 | 1.0957 |
278
+ | No log | 10.3182 | 454 | 1.1663 | 0.2012 | 1.1663 | 1.0800 |
279
+ | No log | 10.3636 | 456 | 1.1453 | 0.2012 | 1.1453 | 1.0702 |
280
+ | No log | 10.4091 | 458 | 1.1418 | 0.2534 | 1.1418 | 1.0686 |
281
+ | No log | 10.4545 | 460 | 1.1506 | 0.2803 | 1.1506 | 1.0727 |
282
+ | No log | 10.5 | 462 | 1.1652 | 0.2803 | 1.1652 | 1.0795 |
283
+ | No log | 10.5455 | 464 | 1.1917 | 0.1822 | 1.1917 | 1.0916 |
284
+ | No log | 10.5909 | 466 | 1.2103 | 0.1966 | 1.2103 | 1.1001 |
285
+ | No log | 10.6364 | 468 | 1.2376 | 0.2555 | 1.2376 | 1.1125 |
286
+ | No log | 10.6818 | 470 | 1.2408 | 0.2276 | 1.2408 | 1.1139 |
287
+ | No log | 10.7273 | 472 | 1.2317 | 0.2276 | 1.2317 | 1.1098 |
288
+ | No log | 10.7727 | 474 | 1.2133 | 0.2276 | 1.2133 | 1.1015 |
289
+ | No log | 10.8182 | 476 | 1.1653 | 0.1873 | 1.1653 | 1.0795 |
290
+ | No log | 10.8636 | 478 | 1.1481 | 0.2775 | 1.1481 | 1.0715 |
291
+ | No log | 10.9091 | 480 | 1.1863 | 0.3017 | 1.1863 | 1.0892 |
292
+ | No log | 10.9545 | 482 | 1.2472 | 0.2138 | 1.2472 | 1.1168 |
293
+ | No log | 11.0 | 484 | 1.3611 | 0.2764 | 1.3611 | 1.1667 |
294
+ | No log | 11.0455 | 486 | 1.4076 | 0.2683 | 1.4076 | 1.1864 |
295
+ | No log | 11.0909 | 488 | 1.3872 | 0.2356 | 1.3872 | 1.1778 |
296
+ | No log | 11.1364 | 490 | 1.3007 | 0.2225 | 1.3007 | 1.1405 |
297
+ | No log | 11.1818 | 492 | 1.2419 | 0.2239 | 1.2419 | 1.1144 |
298
+ | No log | 11.2273 | 494 | 1.1940 | 0.2052 | 1.1940 | 1.0927 |
299
+ | No log | 11.2727 | 496 | 1.1848 | 0.2105 | 1.1848 | 1.0885 |
300
+ | No log | 11.3182 | 498 | 1.2402 | 0.1779 | 1.2402 | 1.1137 |
301
+ | 0.3788 | 11.3636 | 500 | 1.3730 | 0.2134 | 1.3730 | 1.1718 |
302
+ | 0.3788 | 11.4091 | 502 | 1.4033 | 0.1840 | 1.4033 | 1.1846 |
303
+ | 0.3788 | 11.4545 | 504 | 1.3662 | 0.2134 | 1.3662 | 1.1688 |
304
+ | 0.3788 | 11.5 | 506 | 1.2919 | 0.2348 | 1.2919 | 1.1366 |
305
+ | 0.3788 | 11.5455 | 508 | 1.2677 | 0.2327 | 1.2677 | 1.1259 |
306
+ | 0.3788 | 11.5909 | 510 | 1.2606 | 0.2047 | 1.2606 | 1.1227 |
307
+ | 0.3788 | 11.6364 | 512 | 1.2672 | 0.2368 | 1.2672 | 1.1257 |
308
+ | 0.3788 | 11.6818 | 514 | 1.2886 | 0.1966 | 1.2886 | 1.1351 |
309
+ | 0.3788 | 11.7273 | 516 | 1.3584 | 0.2268 | 1.3584 | 1.1655 |
310
+ | 0.3788 | 11.7727 | 518 | 1.4114 | 0.1628 | 1.4114 | 1.1880 |
311
+ | 0.3788 | 11.8182 | 520 | 1.3603 | 0.2044 | 1.3603 | 1.1663 |
312
+ | 0.3788 | 11.8636 | 522 | 1.2927 | 0.2315 | 1.2927 | 1.1370 |
313
+ | 0.3788 | 11.9091 | 524 | 1.2671 | 0.1966 | 1.2671 | 1.1257 |
314
+ | 0.3788 | 11.9545 | 526 | 1.2859 | 0.1498 | 1.2859 | 1.1340 |
315
+ | 0.3788 | 12.0 | 528 | 1.3180 | 0.2768 | 1.3180 | 1.1480 |
316
+ | 0.3788 | 12.0455 | 530 | 1.3648 | 0.1781 | 1.3648 | 1.1682 |
317
+ | 0.3788 | 12.0909 | 532 | 1.3415 | 0.2070 | 1.3415 | 1.1582 |
318
+ | 0.3788 | 12.1364 | 534 | 1.2942 | 0.2725 | 1.2942 | 1.1376 |
319
+ | 0.3788 | 12.1818 | 536 | 1.2418 | 0.2148 | 1.2418 | 1.1144 |
320
+ | 0.3788 | 12.2273 | 538 | 1.2221 | 0.2431 | 1.2221 | 1.1055 |
321
+ | 0.3788 | 12.2727 | 540 | 1.1989 | 0.2158 | 1.1989 | 1.0949 |
322
+ | 0.3788 | 12.3182 | 542 | 1.2159 | 0.2158 | 1.2159 | 1.1027 |
323
+ | 0.3788 | 12.3636 | 544 | 1.2391 | 0.2480 | 1.2391 | 1.1132 |
324
+ | 0.3788 | 12.4091 | 546 | 1.2638 | 0.2650 | 1.2638 | 1.1242 |
325
+ | 0.3788 | 12.4545 | 548 | 1.2285 | 0.2740 | 1.2285 | 1.1084 |
326
+ | 0.3788 | 12.5 | 550 | 1.1972 | 0.2898 | 1.1972 | 1.0942 |
327
+ | 0.3788 | 12.5455 | 552 | 1.2153 | 0.2067 | 1.2153 | 1.1024 |
328
+ | 0.3788 | 12.5909 | 554 | 1.2080 | 0.2431 | 1.2080 | 1.0991 |
329
+ | 0.3788 | 12.6364 | 556 | 1.1836 | 0.2518 | 1.1836 | 1.0879 |
330
+ | 0.3788 | 12.6818 | 558 | 1.1814 | 0.3130 | 1.1814 | 1.0869 |
331
+ | 0.3788 | 12.7273 | 560 | 1.2313 | 0.2501 | 1.2313 | 1.1096 |
332
+ | 0.3788 | 12.7727 | 562 | 1.2312 | 0.2417 | 1.2312 | 1.1096 |
333
+ | 0.3788 | 12.8182 | 564 | 1.2284 | 0.2417 | 1.2284 | 1.1084 |
334
+ | 0.3788 | 12.8636 | 566 | 1.2453 | 0.2501 | 1.2453 | 1.1159 |
335
+ | 0.3788 | 12.9091 | 568 | 1.2641 | 0.2611 | 1.2641 | 1.1243 |
336
+ | 0.3788 | 12.9545 | 570 | 1.2934 | 0.2404 | 1.2934 | 1.1373 |
337
+ | 0.3788 | 13.0 | 572 | 1.3029 | 0.2339 | 1.3029 | 1.1415 |
338
+ | 0.3788 | 13.0455 | 574 | 1.2574 | 0.2650 | 1.2574 | 1.1214 |
339
+ | 0.3788 | 13.0909 | 576 | 1.2309 | 0.2541 | 1.2309 | 1.1095 |
340
+ | 0.3788 | 13.1364 | 578 | 1.2466 | 0.2511 | 1.2466 | 1.1165 |
341
+ | 0.3788 | 13.1818 | 580 | 1.2349 | 0.1892 | 1.2349 | 1.1113 |
342
+ | 0.3788 | 13.2273 | 582 | 1.2108 | 0.2135 | 1.2108 | 1.1004 |
343
+ | 0.3788 | 13.2727 | 584 | 1.1914 | 0.2518 | 1.1914 | 1.0915 |
344
+ | 0.3788 | 13.3182 | 586 | 1.1898 | 0.2898 | 1.1898 | 1.0908 |
345
+ | 0.3788 | 13.3636 | 588 | 1.1991 | 0.2474 | 1.1991 | 1.0951 |
346
+ | 0.3788 | 13.4091 | 590 | 1.2121 | 0.2604 | 1.2121 | 1.1010 |
347
+ | 0.3788 | 13.4545 | 592 | 1.2407 | 0.2650 | 1.2407 | 1.1139 |
348
+ | 0.3788 | 13.5 | 594 | 1.3034 | 0.2308 | 1.3034 | 1.1417 |
349
+ | 0.3788 | 13.5455 | 596 | 1.3640 | 0.2699 | 1.3640 | 1.1679 |
350
+ | 0.3788 | 13.5909 | 598 | 1.3620 | 0.2699 | 1.3620 | 1.1670 |
351
+ | 0.3788 | 13.6364 | 600 | 1.2880 | 0.2839 | 1.2880 | 1.1349 |
352
+ | 0.3788 | 13.6818 | 602 | 1.2473 | 0.3296 | 1.2473 | 1.1168 |
353
+ | 0.3788 | 13.7273 | 604 | 1.2363 | 0.3186 | 1.2363 | 1.1119 |
354
+ | 0.3788 | 13.7727 | 606 | 1.2251 | 0.3186 | 1.2251 | 1.1068 |
355
+ | 0.3788 | 13.8182 | 608 | 1.2062 | 0.2568 | 1.2062 | 1.0983 |
356
+ | 0.3788 | 13.8636 | 610 | 1.1830 | 0.1603 | 1.1830 | 1.0877 |
357
+ | 0.3788 | 13.9091 | 612 | 1.1523 | 0.2188 | 1.1523 | 1.0734 |
358
+ | 0.3788 | 13.9545 | 614 | 1.1414 | 0.3159 | 1.1414 | 1.0684 |
359
+ | 0.3788 | 14.0 | 616 | 1.1772 | 0.3154 | 1.1772 | 1.0850 |
360
+ | 0.3788 | 14.0455 | 618 | 1.2772 | 0.1950 | 1.2772 | 1.1301 |
361
+ | 0.3788 | 14.0909 | 620 | 1.3288 | 0.1612 | 1.3288 | 1.1527 |
362
+ | 0.3788 | 14.1364 | 622 | 1.3798 | 0.1709 | 1.3798 | 1.1746 |
363
+ | 0.3788 | 14.1818 | 624 | 1.4017 | 0.1674 | 1.4017 | 1.1839 |
364
+ | 0.3788 | 14.2273 | 626 | 1.3310 | 0.2159 | 1.3310 | 1.1537 |
365
+ | 0.3788 | 14.2727 | 628 | 1.2986 | 0.2452 | 1.2986 | 1.1396 |
366
+ | 0.3788 | 14.3182 | 630 | 1.3098 | 0.1840 | 1.3098 | 1.1445 |
367
+ | 0.3788 | 14.3636 | 632 | 1.3136 | 0.1563 | 1.3136 | 1.1461 |
368
+ | 0.3788 | 14.4091 | 634 | 1.3226 | 0.1214 | 1.3226 | 1.1500 |
369
+ | 0.3788 | 14.4545 | 636 | 1.3801 | 0.2472 | 1.3801 | 1.1748 |
370
+ | 0.3788 | 14.5 | 638 | 1.4681 | 0.1151 | 1.4681 | 1.2117 |
371
+ | 0.3788 | 14.5455 | 640 | 1.4755 | 0.1515 | 1.4755 | 1.2147 |
372
+ | 0.3788 | 14.5909 | 642 | 1.4541 | 0.1416 | 1.4541 | 1.2059 |
373
+ | 0.3788 | 14.6364 | 644 | 1.3942 | 0.1143 | 1.3942 | 1.1808 |
374
+ | 0.3788 | 14.6818 | 646 | 1.3527 | 0.1084 | 1.3527 | 1.1631 |
375
 
376
 
377
  ### Framework versions