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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_task7_organization

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  1. README.md +266 -482
  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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7645
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- - Qwk: 0.0643
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- - Mse: 0.7645
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- - Rmse: 0.8743
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  ## Model description
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@@ -49,482 +49,266 @@ 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 | 0.0833 | 2 | 2.5760 | -0.1213 | 2.5760 | 1.6050 |
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- | No log | 0.1667 | 4 | 1.3108 | -0.0608 | 1.3108 | 1.1449 |
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- | No log | 0.25 | 6 | 1.4571 | -0.1655 | 1.4571 | 1.2071 |
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- | No log | 0.3333 | 8 | 1.2573 | -0.0155 | 1.2573 | 1.1213 |
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- | No log | 0.4167 | 10 | 1.0232 | 0.2094 | 1.0232 | 1.0115 |
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- | No log | 0.5 | 12 | 0.8159 | 0.1452 | 0.8159 | 0.9032 |
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- | No log | 0.5833 | 14 | 0.7902 | 0.1267 | 0.7902 | 0.8889 |
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- | No log | 0.6667 | 16 | 0.7717 | 0.1550 | 0.7717 | 0.8785 |
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- | No log | 0.75 | 18 | 0.8777 | 0.0829 | 0.8777 | 0.9368 |
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- | No log | 0.8333 | 20 | 0.8671 | 0.1293 | 0.8671 | 0.9312 |
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- | No log | 0.9167 | 22 | 0.8219 | 0.1224 | 0.8219 | 0.9066 |
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- | No log | 1.0 | 24 | 1.1566 | 0.1292 | 1.1566 | 1.0755 |
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- | No log | 1.0833 | 26 | 1.3175 | -0.0528 | 1.3175 | 1.1478 |
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- | No log | 1.1667 | 28 | 1.0844 | 0.1300 | 1.0844 | 1.0413 |
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- | No log | 1.25 | 30 | 0.8545 | 0.1358 | 0.8545 | 0.9244 |
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- | No log | 1.3333 | 32 | 0.7672 | 0.0393 | 0.7672 | 0.8759 |
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- | No log | 1.4167 | 34 | 0.7736 | 0.0393 | 0.7736 | 0.8795 |
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- | No log | 1.5 | 36 | 0.8036 | 0.0495 | 0.8036 | 0.8964 |
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- | No log | 1.5833 | 38 | 0.9306 | 0.1711 | 0.9306 | 0.9647 |
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- | No log | 1.6667 | 40 | 1.0895 | 0.2147 | 1.0895 | 1.0438 |
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- | No log | 1.75 | 42 | 1.1154 | 0.2129 | 1.1154 | 1.0561 |
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- | No log | 1.8333 | 44 | 1.0326 | 0.1882 | 1.0326 | 1.0162 |
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- | No log | 1.9167 | 46 | 1.0909 | 0.1819 | 1.0909 | 1.0445 |
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- | No log | 2.0 | 48 | 1.2341 | 0.1737 | 1.2341 | 1.1109 |
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- | No log | 2.0833 | 50 | 1.1829 | 0.1496 | 1.1829 | 1.0876 |
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- | No log | 2.1667 | 52 | 1.1255 | 0.1755 | 1.1255 | 1.0609 |
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- | No log | 2.25 | 54 | 1.0734 | 0.2627 | 1.0734 | 1.0361 |
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- | No log | 2.3333 | 56 | 0.9040 | 0.2308 | 0.9040 | 0.9508 |
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- | No log | 2.4167 | 58 | 0.7448 | 0.2804 | 0.7448 | 0.8630 |
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- | No log | 2.5 | 60 | 0.6474 | 0.2674 | 0.6474 | 0.8046 |
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- | No log | 2.5833 | 62 | 0.6016 | 0.4 | 0.6016 | 0.7756 |
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- | No log | 2.6667 | 64 | 0.7085 | 0.3022 | 0.7085 | 0.8417 |
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- | No log | 2.75 | 66 | 0.8999 | 0.3085 | 0.8999 | 0.9486 |
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- | No log | 2.8333 | 68 | 0.8365 | 0.2585 | 0.8365 | 0.9146 |
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- | No log | 2.9167 | 70 | 0.6770 | 0.2430 | 0.6770 | 0.8228 |
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- | No log | 3.0 | 72 | 0.6270 | 0.2412 | 0.6270 | 0.7918 |
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- | No log | 3.0833 | 74 | 0.6506 | 0.2041 | 0.6506 | 0.8066 |
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- | No log | 3.1667 | 76 | 0.6362 | 0.2822 | 0.6362 | 0.7976 |
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- | No log | 3.25 | 78 | 0.6168 | 0.3072 | 0.6168 | 0.7854 |
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- | No log | 3.3333 | 80 | 0.6190 | 0.3019 | 0.6190 | 0.7868 |
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- | No log | 3.4167 | 82 | 0.6930 | 0.1993 | 0.6930 | 0.8324 |
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- | No log | 3.5 | 84 | 0.6922 | 0.3547 | 0.6922 | 0.8320 |
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- | No log | 3.5833 | 86 | 0.6104 | 0.4293 | 0.6104 | 0.7813 |
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- | No log | 3.6667 | 88 | 0.5799 | 0.4737 | 0.5799 | 0.7615 |
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- | No log | 3.75 | 90 | 0.6008 | 0.5078 | 0.6008 | 0.7751 |
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- | No log | 3.8333 | 92 | 0.6270 | 0.4935 | 0.6270 | 0.7918 |
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- | No log | 3.9167 | 94 | 0.6076 | 0.5507 | 0.6076 | 0.7795 |
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- | No log | 4.0 | 96 | 0.6220 | 0.5335 | 0.6220 | 0.7887 |
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- | No log | 4.0833 | 98 | 0.6707 | 0.5078 | 0.6707 | 0.8190 |
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- | No log | 4.1667 | 100 | 0.7011 | 0.4373 | 0.7011 | 0.8373 |
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- | No log | 4.25 | 102 | 0.7215 | 0.3391 | 0.7215 | 0.8494 |
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- | No log | 4.3333 | 104 | 0.6921 | 0.3769 | 0.6921 | 0.8319 |
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- | No log | 4.4167 | 106 | 0.6598 | 0.3862 | 0.6598 | 0.8123 |
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- | No log | 4.5 | 108 | 0.7106 | 0.4448 | 0.7106 | 0.8429 |
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- | No log | 4.5833 | 110 | 0.7272 | 0.3477 | 0.7272 | 0.8528 |
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- | No log | 4.6667 | 112 | 0.7204 | 0.2375 | 0.7204 | 0.8487 |
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- | No log | 4.75 | 114 | 0.7061 | 0.2015 | 0.7061 | 0.8403 |
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- | No log | 4.8333 | 116 | 0.7151 | 0.2772 | 0.7151 | 0.8456 |
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- | No log | 4.9167 | 118 | 0.7258 | 0.3022 | 0.7258 | 0.8520 |
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- | No log | 5.0 | 120 | 0.7968 | 0.3129 | 0.7968 | 0.8926 |
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- | No log | 5.0833 | 122 | 0.7350 | 0.3243 | 0.7350 | 0.8573 |
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- | No log | 5.1667 | 124 | 0.6560 | 0.2779 | 0.6560 | 0.8099 |
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- | No log | 5.25 | 126 | 0.6216 | 0.2916 | 0.6216 | 0.7884 |
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- | No log | 5.3333 | 128 | 0.6219 | 0.3502 | 0.6219 | 0.7886 |
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- | No log | 5.4167 | 130 | 0.6318 | 0.3050 | 0.6318 | 0.7949 |
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- | No log | 5.5 | 132 | 0.7039 | 0.4074 | 0.7039 | 0.8390 |
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- | No log | 5.5833 | 134 | 0.6750 | 0.3666 | 0.6750 | 0.8216 |
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- | No log | 5.6667 | 136 | 0.6371 | 0.2254 | 0.6371 | 0.7982 |
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- | No log | 5.75 | 138 | 0.6474 | 0.2947 | 0.6474 | 0.8046 |
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- | No log | 5.8333 | 140 | 0.7172 | 0.4129 | 0.7172 | 0.8469 |
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- | No log | 5.9167 | 142 | 0.9328 | 0.2555 | 0.9328 | 0.9658 |
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- | No log | 6.0 | 144 | 1.1052 | 0.2454 | 1.1052 | 1.0513 |
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- | No log | 6.0833 | 146 | 1.0184 | 0.1960 | 1.0184 | 1.0092 |
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- | No log | 6.1667 | 148 | 0.8382 | 0.3739 | 0.8382 | 0.9155 |
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- | No log | 6.25 | 150 | 0.7358 | 0.4051 | 0.7358 | 0.8578 |
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- | No log | 6.3333 | 152 | 0.7367 | 0.3999 | 0.7367 | 0.8583 |
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- | No log | 6.4167 | 154 | 0.8698 | 0.2626 | 0.8698 | 0.9326 |
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- | No log | 6.5 | 156 | 0.8955 | 0.2602 | 0.8955 | 0.9463 |
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- | No log | 6.5833 | 158 | 0.8005 | 0.3263 | 0.8005 | 0.8947 |
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- | No log | 6.6667 | 160 | 0.6899 | 0.3730 | 0.6899 | 0.8306 |
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- | No log | 6.75 | 162 | 0.6531 | 0.4322 | 0.6531 | 0.8082 |
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- | No log | 6.8333 | 164 | 0.6524 | 0.4548 | 0.6524 | 0.8077 |
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- | No log | 6.9167 | 166 | 0.7010 | 0.3009 | 0.7010 | 0.8373 |
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- | No log | 7.0 | 168 | 0.7593 | 0.3300 | 0.7593 | 0.8714 |
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- | No log | 7.0833 | 170 | 0.6848 | 0.3778 | 0.6848 | 0.8276 |
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- | No log | 7.1667 | 172 | 0.6259 | 0.4044 | 0.6259 | 0.7912 |
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- | No log | 7.25 | 174 | 0.6408 | 0.4101 | 0.6408 | 0.8005 |
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- | No log | 7.3333 | 176 | 0.6497 | 0.4205 | 0.6497 | 0.8061 |
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- | No log | 7.4167 | 178 | 0.6714 | 0.3097 | 0.6714 | 0.8194 |
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- | No log | 7.5 | 180 | 0.7141 | 0.3827 | 0.7141 | 0.8451 |
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- | No log | 7.5833 | 182 | 0.6968 | 0.2796 | 0.6968 | 0.8348 |
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- | No log | 7.6667 | 184 | 0.6664 | 0.3754 | 0.6664 | 0.8163 |
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- | No log | 7.75 | 186 | 0.6756 | 0.3517 | 0.6756 | 0.8220 |
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- | No log | 7.8333 | 188 | 0.7723 | 0.4250 | 0.7723 | 0.8788 |
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- | No log | 7.9167 | 190 | 0.8427 | 0.3280 | 0.8427 | 0.9180 |
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- | No log | 8.0 | 192 | 0.7741 | 0.4199 | 0.7741 | 0.8798 |
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- | No log | 8.0833 | 194 | 0.7024 | 0.4126 | 0.7024 | 0.8381 |
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- | No log | 8.1667 | 196 | 0.7533 | 0.4997 | 0.7533 | 0.8679 |
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- | No log | 8.25 | 198 | 0.6988 | 0.3818 | 0.6988 | 0.8360 |
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- | No log | 8.3333 | 200 | 0.7450 | 0.3851 | 0.7450 | 0.8631 |
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- | No log | 8.4167 | 202 | 0.9333 | 0.2531 | 0.9333 | 0.9661 |
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- | No log | 8.5 | 204 | 0.9150 | 0.2343 | 0.9150 | 0.9565 |
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- | No log | 8.5833 | 206 | 0.7445 | 0.4230 | 0.7445 | 0.8628 |
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- | No log | 8.6667 | 208 | 0.6603 | 0.4161 | 0.6603 | 0.8126 |
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- | No log | 8.75 | 210 | 0.6604 | 0.2780 | 0.6604 | 0.8127 |
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- | No log | 8.8333 | 212 | 0.6671 | 0.3780 | 0.6671 | 0.8168 |
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- | No log | 8.9167 | 214 | 0.6843 | 0.2800 | 0.6843 | 0.8272 |
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- | No log | 9.0 | 216 | 0.6780 | 0.3930 | 0.6780 | 0.8234 |
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- | No log | 9.0833 | 218 | 0.6628 | 0.3978 | 0.6628 | 0.8142 |
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- | No log | 9.1667 | 220 | 0.6671 | 0.3787 | 0.6671 | 0.8168 |
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- | No log | 9.25 | 222 | 0.7109 | 0.3640 | 0.7109 | 0.8431 |
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- | No log | 9.3333 | 224 | 0.7275 | 0.3382 | 0.7275 | 0.8529 |
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- | No log | 9.4167 | 226 | 0.6935 | 0.2247 | 0.6935 | 0.8328 |
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- | No log | 9.5 | 228 | 0.7322 | 0.3167 | 0.7322 | 0.8557 |
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- | No log | 9.5833 | 230 | 0.7235 | 0.4130 | 0.7235 | 0.8506 |
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- | No log | 9.6667 | 232 | 0.6735 | 0.4674 | 0.6735 | 0.8207 |
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- | No log | 9.75 | 234 | 0.6667 | 0.4719 | 0.6667 | 0.8165 |
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- | No log | 9.8333 | 236 | 0.6602 | 0.4364 | 0.6602 | 0.8125 |
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- | No log | 9.9167 | 238 | 0.7359 | 0.2651 | 0.7359 | 0.8578 |
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- | No log | 10.0 | 240 | 0.8824 | 0.2086 | 0.8824 | 0.9393 |
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- | No log | 10.0833 | 242 | 0.9106 | 0.2055 | 0.9106 | 0.9542 |
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- | No log | 10.1667 | 244 | 0.7911 | 0.2136 | 0.7911 | 0.8894 |
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- | No log | 10.25 | 246 | 0.6440 | 0.3215 | 0.6440 | 0.8025 |
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- | No log | 10.3333 | 248 | 0.6634 | 0.3445 | 0.6634 | 0.8145 |
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- | No log | 10.4167 | 250 | 0.6752 | 0.1723 | 0.6752 | 0.8217 |
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- | No log | 10.5 | 252 | 0.6690 | 0.1813 | 0.6690 | 0.8179 |
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- | No log | 10.5833 | 254 | 0.6515 | 0.3141 | 0.6515 | 0.8072 |
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- | No log | 10.6667 | 256 | 0.6431 | 0.3703 | 0.6431 | 0.8019 |
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- | No log | 10.75 | 258 | 0.6587 | 0.5046 | 0.6587 | 0.8116 |
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- | No log | 10.8333 | 260 | 0.6584 | 0.4406 | 0.6584 | 0.8114 |
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- | No log | 10.9167 | 262 | 0.6541 | 0.4287 | 0.6541 | 0.8088 |
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- | No log | 11.0 | 264 | 0.6548 | 0.4 | 0.6548 | 0.8092 |
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- | No log | 11.0833 | 266 | 0.6610 | 0.3517 | 0.6610 | 0.8130 |
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- | No log | 11.1667 | 268 | 0.6721 | 0.3006 | 0.6721 | 0.8198 |
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- | No log | 11.25 | 270 | 0.6854 | 0.3357 | 0.6854 | 0.8279 |
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- | No log | 11.3333 | 272 | 0.6755 | 0.2710 | 0.6755 | 0.8219 |
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- | No log | 11.4167 | 274 | 0.6656 | 0.2652 | 0.6656 | 0.8159 |
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- | No log | 11.5 | 276 | 0.6744 | 0.3886 | 0.6744 | 0.8212 |
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- | No log | 11.5833 | 278 | 0.6800 | 0.3577 | 0.6800 | 0.8246 |
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- | No log | 11.6667 | 280 | 0.6787 | 0.3051 | 0.6787 | 0.8238 |
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- | No log | 11.75 | 282 | 0.7044 | 0.2796 | 0.7044 | 0.8393 |
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- | No log | 11.8333 | 284 | 0.7344 | 0.3327 | 0.7344 | 0.8570 |
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- | No log | 11.9167 | 286 | 0.7331 | 0.3528 | 0.7331 | 0.8562 |
195
- | No log | 12.0 | 288 | 0.6998 | 0.3331 | 0.6998 | 0.8365 |
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- | No log | 12.0833 | 290 | 0.6934 | 0.3279 | 0.6934 | 0.8327 |
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- | No log | 12.1667 | 292 | 0.7000 | 0.4282 | 0.7000 | 0.8366 |
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- | No log | 12.25 | 294 | 0.6965 | 0.4210 | 0.6965 | 0.8346 |
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- | No log | 12.3333 | 296 | 0.6775 | 0.3811 | 0.6775 | 0.8231 |
200
- | No log | 12.4167 | 298 | 0.6756 | 0.4678 | 0.6756 | 0.8220 |
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- | No log | 12.5 | 300 | 0.6976 | 0.3841 | 0.6976 | 0.8353 |
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- | No log | 12.5833 | 302 | 0.6785 | 0.4073 | 0.6785 | 0.8237 |
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- | No log | 12.6667 | 304 | 0.6622 | 0.4127 | 0.6622 | 0.8137 |
204
- | No log | 12.75 | 306 | 0.6572 | 0.4262 | 0.6572 | 0.8107 |
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- | No log | 12.8333 | 308 | 0.6612 | 0.2872 | 0.6612 | 0.8131 |
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- | No log | 12.9167 | 310 | 0.6514 | 0.2574 | 0.6514 | 0.8071 |
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- | No log | 13.0 | 312 | 0.6438 | 0.2884 | 0.6438 | 0.8024 |
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- | No log | 13.0833 | 314 | 0.6450 | 0.3530 | 0.6450 | 0.8031 |
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- | No log | 13.1667 | 316 | 0.7030 | 0.3661 | 0.7030 | 0.8384 |
210
- | No log | 13.25 | 318 | 0.7064 | 0.3661 | 0.7064 | 0.8405 |
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- | No log | 13.3333 | 320 | 0.6466 | 0.2979 | 0.6466 | 0.8041 |
212
- | No log | 13.4167 | 322 | 0.6364 | 0.2574 | 0.6364 | 0.7978 |
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- | No log | 13.5 | 324 | 0.6474 | 0.2642 | 0.6474 | 0.8046 |
214
- | No log | 13.5833 | 326 | 0.7041 | 0.3477 | 0.7041 | 0.8391 |
215
- | No log | 13.6667 | 328 | 0.7940 | 0.3035 | 0.7940 | 0.8911 |
216
- | No log | 13.75 | 330 | 0.7582 | 0.3617 | 0.7582 | 0.8708 |
217
- | No log | 13.8333 | 332 | 0.6659 | 0.3060 | 0.6659 | 0.8160 |
218
- | No log | 13.9167 | 334 | 0.6382 | 0.3474 | 0.6382 | 0.7989 |
219
- | No log | 14.0 | 336 | 0.6609 | 0.3498 | 0.6609 | 0.8129 |
220
- | No log | 14.0833 | 338 | 0.6386 | 0.3153 | 0.6386 | 0.7991 |
221
- | No log | 14.1667 | 340 | 0.6352 | 0.3141 | 0.6352 | 0.7970 |
222
- | No log | 14.25 | 342 | 0.6370 | 0.2916 | 0.6370 | 0.7981 |
223
- | No log | 14.3333 | 344 | 0.6340 | 0.2916 | 0.6340 | 0.7963 |
224
- | No log | 14.4167 | 346 | 0.6217 | 0.3141 | 0.6217 | 0.7885 |
225
- | No log | 14.5 | 348 | 0.6228 | 0.3454 | 0.6228 | 0.7892 |
226
- | No log | 14.5833 | 350 | 0.6326 | 0.3509 | 0.6326 | 0.7954 |
227
- | No log | 14.6667 | 352 | 0.6388 | 0.3509 | 0.6388 | 0.7993 |
228
- | No log | 14.75 | 354 | 0.6360 | 0.3679 | 0.6360 | 0.7975 |
229
- | No log | 14.8333 | 356 | 0.6310 | 0.3906 | 0.6310 | 0.7943 |
230
- | No log | 14.9167 | 358 | 0.6445 | 0.3920 | 0.6445 | 0.8028 |
231
- | No log | 15.0 | 360 | 0.6873 | 0.3528 | 0.6873 | 0.8290 |
232
- | No log | 15.0833 | 362 | 0.6805 | 0.3528 | 0.6805 | 0.8249 |
233
- | No log | 15.1667 | 364 | 0.7099 | 0.3528 | 0.7099 | 0.8426 |
234
- | No log | 15.25 | 366 | 0.6912 | 0.3528 | 0.6912 | 0.8314 |
235
- | No log | 15.3333 | 368 | 0.6428 | 0.3656 | 0.6428 | 0.8018 |
236
- | No log | 15.4167 | 370 | 0.6331 | 0.4019 | 0.6331 | 0.7957 |
237
- | No log | 15.5 | 372 | 0.6348 | 0.4052 | 0.6348 | 0.7968 |
238
- | No log | 15.5833 | 374 | 0.6371 | 0.3781 | 0.6371 | 0.7982 |
239
- | No log | 15.6667 | 376 | 0.6467 | 0.3728 | 0.6467 | 0.8041 |
240
- | No log | 15.75 | 378 | 0.6619 | 0.3347 | 0.6619 | 0.8136 |
241
- | No log | 15.8333 | 380 | 0.6840 | 0.3635 | 0.6840 | 0.8270 |
242
- | No log | 15.9167 | 382 | 0.7225 | 0.3264 | 0.7225 | 0.8500 |
243
- | No log | 16.0 | 384 | 0.8146 | 0.3640 | 0.8146 | 0.9025 |
244
- | No log | 16.0833 | 386 | 0.8236 | 0.3640 | 0.8236 | 0.9075 |
245
- | No log | 16.1667 | 388 | 0.7388 | 0.3017 | 0.7388 | 0.8595 |
246
- | No log | 16.25 | 390 | 0.6922 | 0.3111 | 0.6922 | 0.8320 |
247
- | No log | 16.3333 | 392 | 0.7177 | 0.2530 | 0.7177 | 0.8472 |
248
- | No log | 16.4167 | 394 | 0.7204 | 0.1541 | 0.7204 | 0.8488 |
249
- | No log | 16.5 | 396 | 0.6992 | 0.2135 | 0.6992 | 0.8362 |
250
- | No log | 16.5833 | 398 | 0.7075 | 0.1870 | 0.7075 | 0.8411 |
251
- | No log | 16.6667 | 400 | 0.7283 | 0.2236 | 0.7283 | 0.8534 |
252
- | No log | 16.75 | 402 | 0.7173 | 0.1597 | 0.7173 | 0.8469 |
253
- | No log | 16.8333 | 404 | 0.6965 | 0.1904 | 0.6965 | 0.8346 |
254
- | No log | 16.9167 | 406 | 0.6853 | 0.1846 | 0.6853 | 0.8278 |
255
- | No log | 17.0 | 408 | 0.6775 | 0.1846 | 0.6775 | 0.8231 |
256
- | No log | 17.0833 | 410 | 0.6740 | 0.1846 | 0.6740 | 0.8210 |
257
- | No log | 17.1667 | 412 | 0.6686 | 0.1829 | 0.6686 | 0.8177 |
258
- | No log | 17.25 | 414 | 0.6773 | 0.2205 | 0.6773 | 0.8230 |
259
- | No log | 17.3333 | 416 | 0.6688 | 0.1829 | 0.6688 | 0.8178 |
260
- | No log | 17.4167 | 418 | 0.6806 | 0.3919 | 0.6806 | 0.8250 |
261
- | No log | 17.5 | 420 | 0.6871 | 0.3919 | 0.6871 | 0.8289 |
262
- | No log | 17.5833 | 422 | 0.6758 | 0.3081 | 0.6758 | 0.8221 |
263
- | No log | 17.6667 | 424 | 0.6818 | 0.1813 | 0.6818 | 0.8257 |
264
- | No log | 17.75 | 426 | 0.6904 | 0.2484 | 0.6904 | 0.8309 |
265
- | No log | 17.8333 | 428 | 0.6926 | 0.2148 | 0.6926 | 0.8322 |
266
- | No log | 17.9167 | 430 | 0.7020 | 0.2182 | 0.7020 | 0.8378 |
267
- | No log | 18.0 | 432 | 0.7154 | 0.2118 | 0.7154 | 0.8458 |
268
- | No log | 18.0833 | 434 | 0.7476 | 0.2796 | 0.7476 | 0.8646 |
269
- | No log | 18.1667 | 436 | 0.7333 | 0.2214 | 0.7333 | 0.8563 |
270
- | No log | 18.25 | 438 | 0.7430 | 0.2525 | 0.7430 | 0.8620 |
271
- | No log | 18.3333 | 440 | 0.7350 | 0.1924 | 0.7350 | 0.8573 |
272
- | No log | 18.4167 | 442 | 0.6999 | 0.0778 | 0.6999 | 0.8366 |
273
- | No log | 18.5 | 444 | 0.6941 | 0.0771 | 0.6941 | 0.8331 |
274
- | No log | 18.5833 | 446 | 0.7063 | 0.2158 | 0.7063 | 0.8404 |
275
- | No log | 18.6667 | 448 | 0.7075 | 0.1807 | 0.7075 | 0.8412 |
276
- | No log | 18.75 | 450 | 0.6920 | 0.1884 | 0.6920 | 0.8318 |
277
- | No log | 18.8333 | 452 | 0.6960 | 0.1904 | 0.6960 | 0.8343 |
278
- | No log | 18.9167 | 454 | 0.6990 | 0.1509 | 0.6990 | 0.8361 |
279
- | No log | 19.0 | 456 | 0.7047 | 0.1906 | 0.7047 | 0.8394 |
280
- | No log | 19.0833 | 458 | 0.6983 | 0.1548 | 0.6983 | 0.8357 |
281
- | No log | 19.1667 | 460 | 0.6983 | 0.1539 | 0.6983 | 0.8357 |
282
- | No log | 19.25 | 462 | 0.6995 | 0.1550 | 0.6995 | 0.8363 |
283
- | No log | 19.3333 | 464 | 0.7033 | 0.1539 | 0.7033 | 0.8386 |
284
- | No log | 19.4167 | 466 | 0.7035 | 0.1212 | 0.7035 | 0.8388 |
285
- | No log | 19.5 | 468 | 0.7011 | 0.1212 | 0.7011 | 0.8373 |
286
- | No log | 19.5833 | 470 | 0.6934 | 0.2940 | 0.6934 | 0.8327 |
287
- | No log | 19.6667 | 472 | 0.7082 | 0.2226 | 0.7082 | 0.8416 |
288
- | No log | 19.75 | 474 | 0.7119 | 0.1924 | 0.7119 | 0.8437 |
289
- | No log | 19.8333 | 476 | 0.7078 | 0.2226 | 0.7078 | 0.8413 |
290
- | No log | 19.9167 | 478 | 0.6990 | 0.1942 | 0.6990 | 0.8361 |
291
- | No log | 20.0 | 480 | 0.7150 | 0.2063 | 0.7150 | 0.8456 |
292
- | No log | 20.0833 | 482 | 0.7196 | 0.1184 | 0.7196 | 0.8483 |
293
- | No log | 20.1667 | 484 | 0.7238 | 0.1591 | 0.7238 | 0.8507 |
294
- | No log | 20.25 | 486 | 0.7187 | 0.1591 | 0.7187 | 0.8477 |
295
- | No log | 20.3333 | 488 | 0.7129 | 0.1591 | 0.7129 | 0.8443 |
296
- | No log | 20.4167 | 490 | 0.7055 | 0.1591 | 0.7055 | 0.8399 |
297
- | No log | 20.5 | 492 | 0.7053 | 0.0652 | 0.7053 | 0.8398 |
298
- | No log | 20.5833 | 494 | 0.7027 | 0.0688 | 0.7027 | 0.8383 |
299
- | No log | 20.6667 | 496 | 0.6868 | 0.1181 | 0.6868 | 0.8288 |
300
- | No log | 20.75 | 498 | 0.6807 | 0.1184 | 0.6807 | 0.8250 |
301
- | 0.2762 | 20.8333 | 500 | 0.6868 | 0.0688 | 0.6868 | 0.8288 |
302
- | 0.2762 | 20.9167 | 502 | 0.6948 | 0.0688 | 0.6948 | 0.8336 |
303
- | 0.2762 | 21.0 | 504 | 0.6893 | 0.1138 | 0.6893 | 0.8303 |
304
- | 0.2762 | 21.0833 | 506 | 0.6785 | 0.0810 | 0.6785 | 0.8237 |
305
- | 0.2762 | 21.1667 | 508 | 0.7109 | 0.2349 | 0.7109 | 0.8432 |
306
- | 0.2762 | 21.25 | 510 | 0.7608 | 0.2642 | 0.7608 | 0.8722 |
307
- | 0.2762 | 21.3333 | 512 | 0.7731 | 0.2612 | 0.7731 | 0.8792 |
308
- | 0.2762 | 21.4167 | 514 | 0.7194 | 0.2796 | 0.7194 | 0.8482 |
309
- | 0.2762 | 21.5 | 516 | 0.6848 | 0.2171 | 0.6848 | 0.8275 |
310
- | 0.2762 | 21.5833 | 518 | 0.6718 | 0.2193 | 0.6718 | 0.8197 |
311
- | 0.2762 | 21.6667 | 520 | 0.6738 | 0.2171 | 0.6738 | 0.8208 |
312
- | 0.2762 | 21.75 | 522 | 0.6821 | 0.2495 | 0.6821 | 0.8259 |
313
- | 0.2762 | 21.8333 | 524 | 0.7048 | 0.2495 | 0.7048 | 0.8395 |
314
- | 0.2762 | 21.9167 | 526 | 0.7178 | 0.2920 | 0.7178 | 0.8473 |
315
- | 0.2762 | 22.0 | 528 | 0.6799 | 0.2495 | 0.6799 | 0.8246 |
316
- | 0.2762 | 22.0833 | 530 | 0.6551 | 0.2160 | 0.6551 | 0.8094 |
317
- | 0.2762 | 22.1667 | 532 | 0.6519 | 0.2160 | 0.6519 | 0.8074 |
318
- | 0.2762 | 22.25 | 534 | 0.6543 | 0.2488 | 0.6543 | 0.8089 |
319
- | 0.2762 | 22.3333 | 536 | 0.6483 | 0.2160 | 0.6483 | 0.8052 |
320
- | 0.2762 | 22.4167 | 538 | 0.6483 | 0.3118 | 0.6483 | 0.8052 |
321
- | 0.2762 | 22.5 | 540 | 0.6617 | 0.3277 | 0.6617 | 0.8135 |
322
- | 0.2762 | 22.5833 | 542 | 0.7250 | 0.3376 | 0.7250 | 0.8515 |
323
- | 0.2762 | 22.6667 | 544 | 0.7433 | 0.3376 | 0.7433 | 0.8622 |
324
- | 0.2762 | 22.75 | 546 | 0.6995 | 0.3227 | 0.6995 | 0.8364 |
325
- | 0.2762 | 22.8333 | 548 | 0.6535 | 0.2998 | 0.6535 | 0.8084 |
326
- | 0.2762 | 22.9167 | 550 | 0.6530 | 0.2744 | 0.6530 | 0.8081 |
327
- | 0.2762 | 23.0 | 552 | 0.6606 | 0.2342 | 0.6606 | 0.8128 |
328
- | 0.2762 | 23.0833 | 554 | 0.6715 | 0.2683 | 0.6715 | 0.8195 |
329
- | 0.2762 | 23.1667 | 556 | 0.6845 | 0.2043 | 0.6845 | 0.8273 |
330
- | 0.2762 | 23.25 | 558 | 0.6937 | 0.1686 | 0.6937 | 0.8329 |
331
- | 0.2762 | 23.3333 | 560 | 0.6952 | 0.1686 | 0.6952 | 0.8338 |
332
- | 0.2762 | 23.4167 | 562 | 0.6828 | 0.1379 | 0.6828 | 0.8263 |
333
- | 0.2762 | 23.5 | 564 | 0.6965 | 0.2150 | 0.6965 | 0.8346 |
334
- | 0.2762 | 23.5833 | 566 | 0.7306 | 0.2768 | 0.7306 | 0.8547 |
335
- | 0.2762 | 23.6667 | 568 | 0.7346 | 0.2214 | 0.7346 | 0.8571 |
336
- | 0.2762 | 23.75 | 570 | 0.7214 | 0.2214 | 0.7214 | 0.8494 |
337
- | 0.2762 | 23.8333 | 572 | 0.7265 | 0.2214 | 0.7265 | 0.8524 |
338
- | 0.2762 | 23.9167 | 574 | 0.7187 | 0.2214 | 0.7187 | 0.8478 |
339
- | 0.2762 | 24.0 | 576 | 0.7060 | 0.2150 | 0.7060 | 0.8402 |
340
- | 0.2762 | 24.0833 | 578 | 0.7080 | 0.1206 | 0.7080 | 0.8415 |
341
- | 0.2762 | 24.1667 | 580 | 0.7057 | 0.1558 | 0.7057 | 0.8401 |
342
- | 0.2762 | 24.25 | 582 | 0.7150 | 0.1176 | 0.7150 | 0.8456 |
343
- | 0.2762 | 24.3333 | 584 | 0.7194 | 0.0361 | 0.7194 | 0.8482 |
344
- | 0.2762 | 24.4167 | 586 | 0.7153 | 0.0733 | 0.7153 | 0.8458 |
345
- | 0.2762 | 24.5 | 588 | 0.7074 | 0.0361 | 0.7074 | 0.8411 |
346
- | 0.2762 | 24.5833 | 590 | 0.7038 | 0.1923 | 0.7038 | 0.8389 |
347
- | 0.2762 | 24.6667 | 592 | 0.7324 | 0.2324 | 0.7324 | 0.8558 |
348
- | 0.2762 | 24.75 | 594 | 0.7688 | 0.2948 | 0.7688 | 0.8768 |
349
- | 0.2762 | 24.8333 | 596 | 0.7410 | 0.2324 | 0.7410 | 0.8608 |
350
- | 0.2762 | 24.9167 | 598 | 0.6961 | 0.1575 | 0.6961 | 0.8343 |
351
- | 0.2762 | 25.0 | 600 | 0.6873 | 0.1456 | 0.6873 | 0.8290 |
352
- | 0.2762 | 25.0833 | 602 | 0.7105 | 0.2027 | 0.7105 | 0.8429 |
353
- | 0.2762 | 25.1667 | 604 | 0.7043 | 0.2085 | 0.7043 | 0.8392 |
354
- | 0.2762 | 25.25 | 606 | 0.7029 | 0.1752 | 0.7029 | 0.8384 |
355
- | 0.2762 | 25.3333 | 608 | 0.7007 | 0.2027 | 0.7007 | 0.8371 |
356
- | 0.2762 | 25.4167 | 610 | 0.6901 | 0.2085 | 0.6901 | 0.8307 |
357
- | 0.2762 | 25.5 | 612 | 0.6773 | 0.2545 | 0.6773 | 0.8230 |
358
- | 0.2762 | 25.5833 | 614 | 0.6809 | 0.2171 | 0.6809 | 0.8251 |
359
- | 0.2762 | 25.6667 | 616 | 0.6846 | 0.2800 | 0.6846 | 0.8274 |
360
- | 0.2762 | 25.75 | 618 | 0.6715 | 0.2461 | 0.6715 | 0.8195 |
361
- | 0.2762 | 25.8333 | 620 | 0.6619 | 0.4338 | 0.6619 | 0.8136 |
362
- | 0.2762 | 25.9167 | 622 | 0.6872 | 0.3387 | 0.6872 | 0.8290 |
363
- | 0.2762 | 26.0 | 624 | 0.7076 | 0.3238 | 0.7076 | 0.8412 |
364
- | 0.2762 | 26.0833 | 626 | 0.6971 | 0.2950 | 0.6971 | 0.8349 |
365
- | 0.2762 | 26.1667 | 628 | 0.6717 | 0.3465 | 0.6717 | 0.8196 |
366
- | 0.2762 | 26.25 | 630 | 0.6609 | 0.2509 | 0.6609 | 0.8129 |
367
- | 0.2762 | 26.3333 | 632 | 0.6732 | 0.2488 | 0.6732 | 0.8205 |
368
- | 0.2762 | 26.4167 | 634 | 0.6948 | 0.3135 | 0.6948 | 0.8335 |
369
- | 0.2762 | 26.5 | 636 | 0.7268 | 0.3264 | 0.7268 | 0.8525 |
370
- | 0.2762 | 26.5833 | 638 | 0.6974 | 0.3831 | 0.6974 | 0.8351 |
371
- | 0.2762 | 26.6667 | 640 | 0.6718 | 0.3331 | 0.6718 | 0.8196 |
372
- | 0.2762 | 26.75 | 642 | 0.6498 | 0.3481 | 0.6498 | 0.8061 |
373
- | 0.2762 | 26.8333 | 644 | 0.6463 | 0.2884 | 0.6463 | 0.8039 |
374
- | 0.2762 | 26.9167 | 646 | 0.6481 | 0.2243 | 0.6481 | 0.8050 |
375
- | 0.2762 | 27.0 | 648 | 0.6578 | 0.2243 | 0.6578 | 0.8110 |
376
- | 0.2762 | 27.0833 | 650 | 0.6811 | 0.2229 | 0.6811 | 0.8253 |
377
- | 0.2762 | 27.1667 | 652 | 0.6909 | 0.2254 | 0.6909 | 0.8312 |
378
- | 0.2762 | 27.25 | 654 | 0.6877 | 0.2254 | 0.6877 | 0.8293 |
379
- | 0.2762 | 27.3333 | 656 | 0.6923 | 0.2488 | 0.6923 | 0.8321 |
380
- | 0.2762 | 27.4167 | 658 | 0.7132 | 0.2768 | 0.7132 | 0.8445 |
381
- | 0.2762 | 27.5 | 660 | 0.7072 | 0.3316 | 0.7072 | 0.8410 |
382
- | 0.2762 | 27.5833 | 662 | 0.6877 | 0.2739 | 0.6877 | 0.8293 |
383
- | 0.2762 | 27.6667 | 664 | 0.6872 | 0.2434 | 0.6872 | 0.8290 |
384
- | 0.2762 | 27.75 | 666 | 0.6862 | 0.2909 | 0.6862 | 0.8284 |
385
- | 0.2762 | 27.8333 | 668 | 0.6983 | 0.1569 | 0.6983 | 0.8356 |
386
- | 0.2762 | 27.9167 | 670 | 0.7099 | 0.0764 | 0.7099 | 0.8425 |
387
- | 0.2762 | 28.0 | 672 | 0.7079 | 0.0327 | 0.7079 | 0.8414 |
388
- | 0.2762 | 28.0833 | 674 | 0.7063 | 0.1094 | 0.7063 | 0.8404 |
389
- | 0.2762 | 28.1667 | 676 | 0.7055 | 0.1094 | 0.7055 | 0.8399 |
390
- | 0.2762 | 28.25 | 678 | 0.6968 | 0.1094 | 0.6968 | 0.8347 |
391
- | 0.2762 | 28.3333 | 680 | 0.6884 | 0.1498 | 0.6884 | 0.8297 |
392
- | 0.2762 | 28.4167 | 682 | 0.7090 | 0.2933 | 0.7090 | 0.8420 |
393
- | 0.2762 | 28.5 | 684 | 0.7764 | 0.2763 | 0.7764 | 0.8812 |
394
- | 0.2762 | 28.5833 | 686 | 0.8573 | 0.2406 | 0.8573 | 0.9259 |
395
- | 0.2762 | 28.6667 | 688 | 0.9097 | 0.2995 | 0.9097 | 0.9538 |
396
- | 0.2762 | 28.75 | 690 | 0.8538 | 0.2406 | 0.8538 | 0.9240 |
397
- | 0.2762 | 28.8333 | 692 | 0.7530 | 0.2793 | 0.7530 | 0.8678 |
398
- | 0.2762 | 28.9167 | 694 | 0.6915 | 0.3135 | 0.6915 | 0.8316 |
399
- | 0.2762 | 29.0 | 696 | 0.6765 | 0.3187 | 0.6765 | 0.8225 |
400
- | 0.2762 | 29.0833 | 698 | 0.6853 | 0.2833 | 0.6853 | 0.8278 |
401
- | 0.2762 | 29.1667 | 700 | 0.6949 | 0.2204 | 0.6949 | 0.8336 |
402
- | 0.2762 | 29.25 | 702 | 0.7239 | 0.2498 | 0.7239 | 0.8508 |
403
- | 0.2762 | 29.3333 | 704 | 0.7324 | 0.2245 | 0.7324 | 0.8558 |
404
- | 0.2762 | 29.4167 | 706 | 0.7042 | 0.1907 | 0.7042 | 0.8392 |
405
- | 0.2762 | 29.5 | 708 | 0.6819 | 0.1550 | 0.6819 | 0.8258 |
406
- | 0.2762 | 29.5833 | 710 | 0.6862 | 0.1550 | 0.6862 | 0.8284 |
407
- | 0.2762 | 29.6667 | 712 | 0.6903 | 0.0376 | 0.6903 | 0.8308 |
408
- | 0.2762 | 29.75 | 714 | 0.6915 | 0.0376 | 0.6915 | 0.8316 |
409
- | 0.2762 | 29.8333 | 716 | 0.7087 | 0.0441 | 0.7087 | 0.8419 |
410
- | 0.2762 | 29.9167 | 718 | 0.7295 | 0.2031 | 0.7295 | 0.8541 |
411
- | 0.2762 | 30.0 | 720 | 0.7390 | 0.2349 | 0.7390 | 0.8596 |
412
- | 0.2762 | 30.0833 | 722 | 0.7191 | 0.1612 | 0.7191 | 0.8480 |
413
- | 0.2762 | 30.1667 | 724 | 0.7074 | 0.1575 | 0.7074 | 0.8411 |
414
- | 0.2762 | 30.25 | 726 | 0.6848 | 0.1591 | 0.6848 | 0.8275 |
415
- | 0.2762 | 30.3333 | 728 | 0.6794 | 0.1138 | 0.6794 | 0.8242 |
416
- | 0.2762 | 30.4167 | 730 | 0.6790 | 0.0717 | 0.6790 | 0.8240 |
417
- | 0.2762 | 30.5 | 732 | 0.6836 | 0.0717 | 0.6836 | 0.8268 |
418
- | 0.2762 | 30.5833 | 734 | 0.6847 | 0.0764 | 0.6847 | 0.8275 |
419
- | 0.2762 | 30.6667 | 736 | 0.6866 | 0.0764 | 0.6866 | 0.8286 |
420
- | 0.2762 | 30.75 | 738 | 0.6828 | 0.1181 | 0.6828 | 0.8263 |
421
- | 0.2762 | 30.8333 | 740 | 0.6772 | 0.1539 | 0.6772 | 0.8229 |
422
- | 0.2762 | 30.9167 | 742 | 0.6675 | 0.2607 | 0.6675 | 0.8170 |
423
- | 0.2762 | 31.0 | 744 | 0.6624 | 0.2607 | 0.6624 | 0.8139 |
424
- | 0.2762 | 31.0833 | 746 | 0.6572 | 0.3305 | 0.6572 | 0.8107 |
425
- | 0.2762 | 31.1667 | 748 | 0.6561 | 0.3305 | 0.6561 | 0.8100 |
426
- | 0.2762 | 31.25 | 750 | 0.6612 | 0.3129 | 0.6612 | 0.8131 |
427
- | 0.2762 | 31.3333 | 752 | 0.6644 | 0.3129 | 0.6644 | 0.8151 |
428
- | 0.2762 | 31.4167 | 754 | 0.6749 | 0.1803 | 0.6749 | 0.8215 |
429
- | 0.2762 | 31.5 | 756 | 0.6816 | 0.2461 | 0.6816 | 0.8256 |
430
- | 0.2762 | 31.5833 | 758 | 0.6904 | 0.2491 | 0.6904 | 0.8309 |
431
- | 0.2762 | 31.6667 | 760 | 0.6998 | 0.2522 | 0.6998 | 0.8366 |
432
- | 0.2762 | 31.75 | 762 | 0.6934 | 0.2491 | 0.6934 | 0.8327 |
433
- | 0.2762 | 31.8333 | 764 | 0.6892 | 0.2491 | 0.6892 | 0.8302 |
434
- | 0.2762 | 31.9167 | 766 | 0.6678 | 0.3530 | 0.6678 | 0.8172 |
435
- | 0.2762 | 32.0 | 768 | 0.6614 | 0.3633 | 0.6614 | 0.8132 |
436
- | 0.2762 | 32.0833 | 770 | 0.6579 | 0.3604 | 0.6579 | 0.8111 |
437
- | 0.2762 | 32.1667 | 772 | 0.6574 | 0.3305 | 0.6574 | 0.8108 |
438
- | 0.2762 | 32.25 | 774 | 0.6664 | 0.2878 | 0.6664 | 0.8163 |
439
- | 0.2762 | 32.3333 | 776 | 0.6865 | 0.2226 | 0.6865 | 0.8285 |
440
- | 0.2762 | 32.4167 | 778 | 0.6963 | 0.1907 | 0.6963 | 0.8345 |
441
- | 0.2762 | 32.5 | 780 | 0.7014 | 0.1891 | 0.7014 | 0.8375 |
442
- | 0.2762 | 32.5833 | 782 | 0.7002 | 0.2525 | 0.7002 | 0.8368 |
443
- | 0.2762 | 32.6667 | 784 | 0.6670 | 0.2491 | 0.6670 | 0.8167 |
444
- | 0.2762 | 32.75 | 786 | 0.6562 | 0.2940 | 0.6562 | 0.8101 |
445
- | 0.2762 | 32.8333 | 788 | 0.6505 | 0.2878 | 0.6505 | 0.8065 |
446
- | 0.2762 | 32.9167 | 790 | 0.6488 | 0.3462 | 0.6488 | 0.8055 |
447
- | 0.2762 | 33.0 | 792 | 0.6576 | 0.3060 | 0.6576 | 0.8109 |
448
- | 0.2762 | 33.0833 | 794 | 0.6871 | 0.3264 | 0.6871 | 0.8289 |
449
- | 0.2762 | 33.1667 | 796 | 0.6988 | 0.2705 | 0.6988 | 0.8359 |
450
- | 0.2762 | 33.25 | 798 | 0.6963 | 0.3043 | 0.6963 | 0.8344 |
451
- | 0.2762 | 33.3333 | 800 | 0.6726 | 0.3342 | 0.6726 | 0.8201 |
452
- | 0.2762 | 33.4167 | 802 | 0.6611 | 0.3174 | 0.6611 | 0.8131 |
453
- | 0.2762 | 33.5 | 804 | 0.6633 | 0.2940 | 0.6633 | 0.8144 |
454
- | 0.2762 | 33.5833 | 806 | 0.6712 | 0.3174 | 0.6712 | 0.8193 |
455
- | 0.2762 | 33.6667 | 808 | 0.6832 | 0.2469 | 0.6832 | 0.8266 |
456
- | 0.2762 | 33.75 | 810 | 0.6912 | 0.2469 | 0.6912 | 0.8314 |
457
- | 0.2762 | 33.8333 | 812 | 0.7082 | 0.2419 | 0.7082 | 0.8415 |
458
- | 0.2762 | 33.9167 | 814 | 0.7465 | 0.2379 | 0.7465 | 0.8640 |
459
- | 0.2762 | 34.0 | 816 | 0.7747 | 0.2758 | 0.7747 | 0.8802 |
460
- | 0.2762 | 34.0833 | 818 | 0.7576 | 0.2126 | 0.7576 | 0.8704 |
461
- | 0.2762 | 34.1667 | 820 | 0.7232 | 0.2115 | 0.7232 | 0.8504 |
462
- | 0.2762 | 34.25 | 822 | 0.6864 | 0.2737 | 0.6864 | 0.8285 |
463
- | 0.2762 | 34.3333 | 824 | 0.6575 | 0.3561 | 0.6575 | 0.8109 |
464
- | 0.2762 | 34.4167 | 826 | 0.6575 | 0.3239 | 0.6575 | 0.8109 |
465
- | 0.2762 | 34.5 | 828 | 0.6720 | 0.3267 | 0.6720 | 0.8197 |
466
- | 0.2762 | 34.5833 | 830 | 0.6747 | 0.3267 | 0.6747 | 0.8214 |
467
- | 0.2762 | 34.6667 | 832 | 0.6598 | 0.2419 | 0.6598 | 0.8123 |
468
- | 0.2762 | 34.75 | 834 | 0.6591 | 0.2682 | 0.6591 | 0.8118 |
469
- | 0.2762 | 34.8333 | 836 | 0.6663 | 0.3291 | 0.6663 | 0.8162 |
470
- | 0.2762 | 34.9167 | 838 | 0.6825 | 0.2708 | 0.6825 | 0.8261 |
471
- | 0.2762 | 35.0 | 840 | 0.6888 | 0.2444 | 0.6888 | 0.8299 |
472
- | 0.2762 | 35.0833 | 842 | 0.6770 | 0.2141 | 0.6770 | 0.8228 |
473
- | 0.2762 | 35.1667 | 844 | 0.6700 | 0.2465 | 0.6700 | 0.8185 |
474
- | 0.2762 | 35.25 | 846 | 0.6704 | 0.2150 | 0.6704 | 0.8188 |
475
- | 0.2762 | 35.3333 | 848 | 0.6706 | 0.2429 | 0.6706 | 0.8189 |
476
- | 0.2762 | 35.4167 | 850 | 0.6722 | 0.2404 | 0.6722 | 0.8199 |
477
- | 0.2762 | 35.5 | 852 | 0.6791 | 0.2130 | 0.6791 | 0.8241 |
478
- | 0.2762 | 35.5833 | 854 | 0.7012 | 0.2793 | 0.7012 | 0.8374 |
479
- | 0.2762 | 35.6667 | 856 | 0.7487 | 0.2763 | 0.7487 | 0.8653 |
480
- | 0.2762 | 35.75 | 858 | 0.7772 | 0.2452 | 0.7772 | 0.8816 |
481
- | 0.2762 | 35.8333 | 860 | 0.7664 | 0.2763 | 0.7664 | 0.8755 |
482
- | 0.2762 | 35.9167 | 862 | 0.7352 | 0.2793 | 0.7352 | 0.8575 |
483
- | 0.2762 | 36.0 | 864 | 0.7027 | 0.2998 | 0.7027 | 0.8383 |
484
- | 0.2762 | 36.0833 | 866 | 0.6854 | 0.3006 | 0.6854 | 0.8279 |
485
- | 0.2762 | 36.1667 | 868 | 0.6849 | 0.3226 | 0.6849 | 0.8276 |
486
- | 0.2762 | 36.25 | 870 | 0.6893 | 0.3189 | 0.6893 | 0.8303 |
487
- | 0.2762 | 36.3333 | 872 | 0.6834 | 0.3252 | 0.6834 | 0.8267 |
488
- | 0.2762 | 36.4167 | 874 | 0.6861 | 0.3252 | 0.6861 | 0.8283 |
489
- | 0.2762 | 36.5 | 876 | 0.6992 | 0.2708 | 0.6992 | 0.8362 |
490
- | 0.2762 | 36.5833 | 878 | 0.7132 | 0.2498 | 0.7132 | 0.8445 |
491
- | 0.2762 | 36.6667 | 880 | 0.7112 | 0.2765 | 0.7112 | 0.8434 |
492
- | 0.2762 | 36.75 | 882 | 0.6892 | 0.3252 | 0.6892 | 0.8302 |
493
- | 0.2762 | 36.8333 | 884 | 0.6756 | 0.2741 | 0.6756 | 0.8219 |
494
- | 0.2762 | 36.9167 | 886 | 0.6745 | 0.3308 | 0.6745 | 0.8213 |
495
- | 0.2762 | 37.0 | 888 | 0.6862 | 0.3387 | 0.6862 | 0.8284 |
496
- | 0.2762 | 37.0833 | 890 | 0.6981 | 0.3673 | 0.6981 | 0.8355 |
497
- | 0.2762 | 37.1667 | 892 | 0.6915 | 0.3673 | 0.6915 | 0.8315 |
498
- | 0.2762 | 37.25 | 894 | 0.6781 | 0.3197 | 0.6781 | 0.8235 |
499
- | 0.2762 | 37.3333 | 896 | 0.6755 | 0.2451 | 0.6755 | 0.8219 |
500
- | 0.2762 | 37.4167 | 898 | 0.6767 | 0.2181 | 0.6767 | 0.8226 |
501
- | 0.2762 | 37.5 | 900 | 0.6820 | 0.2537 | 0.6820 | 0.8258 |
502
- | 0.2762 | 37.5833 | 902 | 0.6892 | 0.2537 | 0.6892 | 0.8302 |
503
- | 0.2762 | 37.6667 | 904 | 0.6887 | 0.2537 | 0.6887 | 0.8299 |
504
- | 0.2762 | 37.75 | 906 | 0.6988 | 0.2471 | 0.6988 | 0.8359 |
505
- | 0.2762 | 37.8333 | 908 | 0.7074 | 0.2787 | 0.7074 | 0.8411 |
506
- | 0.2762 | 37.9167 | 910 | 0.7060 | 0.2537 | 0.7060 | 0.8403 |
507
- | 0.2762 | 38.0 | 912 | 0.6972 | 0.2606 | 0.6972 | 0.8350 |
508
- | 0.2762 | 38.0833 | 914 | 0.6908 | 0.1094 | 0.6908 | 0.8312 |
509
- | 0.2762 | 38.1667 | 916 | 0.6902 | 0.1139 | 0.6902 | 0.8308 |
510
- | 0.2762 | 38.25 | 918 | 0.6920 | 0.1139 | 0.6920 | 0.8318 |
511
- | 0.2762 | 38.3333 | 920 | 0.6937 | 0.1139 | 0.6937 | 0.8329 |
512
- | 0.2762 | 38.4167 | 922 | 0.6956 | 0.1139 | 0.6956 | 0.8340 |
513
- | 0.2762 | 38.5 | 924 | 0.6990 | 0.1139 | 0.6990 | 0.8361 |
514
- | 0.2762 | 38.5833 | 926 | 0.7030 | 0.1139 | 0.7030 | 0.8384 |
515
- | 0.2762 | 38.6667 | 928 | 0.7091 | 0.1139 | 0.7091 | 0.8421 |
516
- | 0.2762 | 38.75 | 930 | 0.7169 | 0.1139 | 0.7169 | 0.8467 |
517
- | 0.2762 | 38.8333 | 932 | 0.7279 | 0.1094 | 0.7279 | 0.8532 |
518
- | 0.2762 | 38.9167 | 934 | 0.7518 | 0.2285 | 0.7518 | 0.8671 |
519
- | 0.2762 | 39.0 | 936 | 0.7657 | 0.2285 | 0.7657 | 0.8750 |
520
- | 0.2762 | 39.0833 | 938 | 0.7620 | 0.2285 | 0.7620 | 0.8729 |
521
- | 0.2762 | 39.1667 | 940 | 0.7624 | 0.1972 | 0.7624 | 0.8731 |
522
- | 0.2762 | 39.25 | 942 | 0.7575 | 0.1268 | 0.7575 | 0.8704 |
523
- | 0.2762 | 39.3333 | 944 | 0.7534 | 0.0265 | 0.7534 | 0.8680 |
524
- | 0.2762 | 39.4167 | 946 | 0.7497 | 0.0643 | 0.7497 | 0.8658 |
525
- | 0.2762 | 39.5 | 948 | 0.7526 | 0.0643 | 0.7526 | 0.8675 |
526
- | 0.2762 | 39.5833 | 950 | 0.7572 | 0.0643 | 0.7572 | 0.8702 |
527
- | 0.2762 | 39.6667 | 952 | 0.7645 | 0.0643 | 0.7645 | 0.8743 |
528
 
529
 
530
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k4_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k4_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
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+ - Loss: 0.7818
19
+ - Qwk: 0.1952
20
+ - Mse: 0.7818
21
+ - Rmse: 0.8842
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0952 | 2 | 2.4869 | -0.0593 | 2.4869 | 1.5770 |
53
+ | No log | 0.1905 | 4 | 1.1877 | 0.1581 | 1.1877 | 1.0898 |
54
+ | No log | 0.2857 | 6 | 1.1377 | -0.1680 | 1.1377 | 1.0666 |
55
+ | No log | 0.3810 | 8 | 1.1024 | 0.0821 | 1.1024 | 1.0500 |
56
+ | No log | 0.4762 | 10 | 1.1094 | 0.0585 | 1.1094 | 1.0533 |
57
+ | No log | 0.5714 | 12 | 1.1393 | 0.1635 | 1.1393 | 1.0674 |
58
+ | No log | 0.6667 | 14 | 1.1153 | 0.0575 | 1.1153 | 1.0561 |
59
+ | No log | 0.7619 | 16 | 1.1076 | 0.0403 | 1.1076 | 1.0524 |
60
+ | No log | 0.8571 | 18 | 1.4820 | 0.0239 | 1.4820 | 1.2174 |
61
+ | No log | 0.9524 | 20 | 1.1180 | 0.1976 | 1.1180 | 1.0573 |
62
+ | No log | 1.0476 | 22 | 0.8182 | 0.2749 | 0.8182 | 0.9046 |
63
+ | No log | 1.1429 | 24 | 0.8168 | 0.2883 | 0.8168 | 0.9038 |
64
+ | No log | 1.2381 | 26 | 0.7903 | 0.2285 | 0.7903 | 0.8890 |
65
+ | No log | 1.3333 | 28 | 0.7665 | 0.1775 | 0.7665 | 0.8755 |
66
+ | No log | 1.4286 | 30 | 0.7505 | 0.1529 | 0.7505 | 0.8663 |
67
+ | No log | 1.5238 | 32 | 0.7492 | 0.2852 | 0.7492 | 0.8656 |
68
+ | No log | 1.6190 | 34 | 0.7672 | 0.2783 | 0.7672 | 0.8759 |
69
+ | No log | 1.7143 | 36 | 0.8015 | 0.2096 | 0.8015 | 0.8953 |
70
+ | No log | 1.8095 | 38 | 0.8461 | 0.2467 | 0.8461 | 0.9198 |
71
+ | No log | 1.9048 | 40 | 0.8085 | 0.2530 | 0.8085 | 0.8991 |
72
+ | No log | 2.0 | 42 | 0.8386 | 0.2385 | 0.8386 | 0.9158 |
73
+ | No log | 2.0952 | 44 | 0.8276 | 0.2013 | 0.8276 | 0.9097 |
74
+ | No log | 2.1905 | 46 | 0.8185 | 0.2335 | 0.8185 | 0.9047 |
75
+ | No log | 2.2857 | 48 | 0.8016 | 0.2593 | 0.8016 | 0.8953 |
76
+ | No log | 2.3810 | 50 | 0.8480 | 0.3481 | 0.8480 | 0.9209 |
77
+ | No log | 2.4762 | 52 | 0.8852 | 0.2815 | 0.8852 | 0.9409 |
78
+ | No log | 2.5714 | 54 | 0.8411 | 0.2911 | 0.8411 | 0.9171 |
79
+ | No log | 2.6667 | 56 | 0.8594 | 0.2831 | 0.8594 | 0.9270 |
80
+ | No log | 2.7619 | 58 | 0.8903 | 0.3085 | 0.8903 | 0.9436 |
81
+ | No log | 2.8571 | 60 | 0.8362 | 0.2867 | 0.8362 | 0.9145 |
82
+ | No log | 2.9524 | 62 | 0.8302 | 0.2019 | 0.8302 | 0.9112 |
83
+ | No log | 3.0476 | 64 | 0.8388 | 0.2379 | 0.8388 | 0.9159 |
84
+ | No log | 3.1429 | 66 | 0.8160 | 0.2279 | 0.8160 | 0.9033 |
85
+ | No log | 3.2381 | 68 | 0.9054 | 0.2724 | 0.9054 | 0.9515 |
86
+ | No log | 3.3333 | 70 | 0.8891 | 0.2751 | 0.8891 | 0.9429 |
87
+ | No log | 3.4286 | 72 | 0.8820 | 0.2835 | 0.8820 | 0.9391 |
88
+ | No log | 3.5238 | 74 | 0.9150 | 0.2221 | 0.9150 | 0.9566 |
89
+ | No log | 3.6190 | 76 | 0.9658 | 0.1755 | 0.9658 | 0.9828 |
90
+ | No log | 3.7143 | 78 | 1.0566 | 0.0956 | 1.0566 | 1.0279 |
91
+ | No log | 3.8095 | 80 | 1.1198 | 0.2251 | 1.1198 | 1.0582 |
92
+ | No log | 3.9048 | 82 | 1.4419 | 0.1574 | 1.4419 | 1.2008 |
93
+ | No log | 4.0 | 84 | 1.6727 | 0.1445 | 1.6727 | 1.2933 |
94
+ | No log | 4.0952 | 86 | 1.4719 | 0.1704 | 1.4719 | 1.2132 |
95
+ | No log | 4.1905 | 88 | 1.0848 | 0.1302 | 1.0848 | 1.0416 |
96
+ | No log | 4.2857 | 90 | 1.0450 | 0.1341 | 1.0450 | 1.0222 |
97
+ | No log | 4.3810 | 92 | 0.9717 | 0.0563 | 0.9717 | 0.9857 |
98
+ | No log | 4.4762 | 94 | 1.1013 | 0.2779 | 1.1013 | 1.0494 |
99
+ | No log | 4.5714 | 96 | 1.2572 | 0.1875 | 1.2572 | 1.1213 |
100
+ | No log | 4.6667 | 98 | 1.1461 | 0.2613 | 1.1461 | 1.0706 |
101
+ | No log | 4.7619 | 100 | 0.8364 | 0.3314 | 0.8364 | 0.9146 |
102
+ | No log | 4.8571 | 102 | 0.8550 | 0.2796 | 0.8550 | 0.9247 |
103
+ | No log | 4.9524 | 104 | 0.8449 | 0.3051 | 0.8449 | 0.9192 |
104
+ | No log | 5.0476 | 106 | 0.7775 | 0.3375 | 0.7775 | 0.8818 |
105
+ | No log | 5.1429 | 108 | 1.0032 | 0.3022 | 1.0032 | 1.0016 |
106
+ | No log | 5.2381 | 110 | 1.0715 | 0.2948 | 1.0715 | 1.0351 |
107
+ | No log | 5.3333 | 112 | 0.9043 | 0.3333 | 0.9043 | 0.9509 |
108
+ | No log | 5.4286 | 114 | 0.8798 | 0.3648 | 0.8798 | 0.9380 |
109
+ | No log | 5.5238 | 116 | 0.8967 | 0.3159 | 0.8967 | 0.9469 |
110
+ | No log | 5.6190 | 118 | 0.8604 | 0.2508 | 0.8604 | 0.9276 |
111
+ | No log | 5.7143 | 120 | 0.8928 | 0.2114 | 0.8928 | 0.9449 |
112
+ | No log | 5.8095 | 122 | 0.9773 | 0.3005 | 0.9773 | 0.9886 |
113
+ | No log | 5.9048 | 124 | 1.1582 | 0.1884 | 1.1582 | 1.0762 |
114
+ | No log | 6.0 | 126 | 1.0948 | 0.2329 | 1.0948 | 1.0463 |
115
+ | No log | 6.0952 | 128 | 1.0315 | 0.1902 | 1.0315 | 1.0156 |
116
+ | No log | 6.1905 | 130 | 1.0567 | 0.1453 | 1.0567 | 1.0280 |
117
+ | No log | 6.2857 | 132 | 1.0328 | 0.1682 | 1.0328 | 1.0163 |
118
+ | No log | 6.3810 | 134 | 0.9671 | 0.1672 | 0.9671 | 0.9834 |
119
+ | No log | 6.4762 | 136 | 0.9753 | 0.3028 | 0.9753 | 0.9876 |
120
+ | No log | 6.5714 | 138 | 0.9536 | 0.3028 | 0.9536 | 0.9765 |
121
+ | No log | 6.6667 | 140 | 0.8584 | 0.1888 | 0.8584 | 0.9265 |
122
+ | No log | 6.7619 | 142 | 0.8993 | 0.1725 | 0.8993 | 0.9483 |
123
+ | No log | 6.8571 | 144 | 0.9300 | 0.3051 | 0.9300 | 0.9644 |
124
+ | No log | 6.9524 | 146 | 0.8469 | 0.2944 | 0.8469 | 0.9203 |
125
+ | No log | 7.0476 | 148 | 0.9265 | 0.2149 | 0.9265 | 0.9625 |
126
+ | No log | 7.1429 | 150 | 1.0437 | 0.2686 | 1.0437 | 1.0216 |
127
+ | No log | 7.2381 | 152 | 0.9093 | 0.2651 | 0.9093 | 0.9536 |
128
+ | No log | 7.3333 | 154 | 0.8416 | 0.2213 | 0.8416 | 0.9174 |
129
+ | No log | 7.4286 | 156 | 0.9599 | 0.2932 | 0.9599 | 0.9798 |
130
+ | No log | 7.5238 | 158 | 0.9791 | 0.2571 | 0.9791 | 0.9895 |
131
+ | No log | 7.6190 | 160 | 0.9480 | 0.1843 | 0.9480 | 0.9736 |
132
+ | No log | 7.7143 | 162 | 1.1183 | 0.2665 | 1.1183 | 1.0575 |
133
+ | No log | 7.8095 | 164 | 1.1255 | 0.2686 | 1.1255 | 1.0609 |
134
+ | No log | 7.9048 | 166 | 0.9692 | 0.1835 | 0.9692 | 0.9845 |
135
+ | No log | 8.0 | 168 | 0.9523 | 0.1968 | 0.9523 | 0.9758 |
136
+ | No log | 8.0952 | 170 | 0.8893 | 0.1391 | 0.8893 | 0.9430 |
137
+ | No log | 8.1905 | 172 | 0.8643 | 0.2114 | 0.8643 | 0.9297 |
138
+ | No log | 8.2857 | 174 | 0.8362 | 0.2114 | 0.8362 | 0.9145 |
139
+ | No log | 8.3810 | 176 | 0.8503 | 0.3183 | 0.8503 | 0.9221 |
140
+ | No log | 8.4762 | 178 | 0.8820 | 0.3256 | 0.8820 | 0.9392 |
141
+ | No log | 8.5714 | 180 | 0.8135 | 0.3183 | 0.8135 | 0.9020 |
142
+ | No log | 8.6667 | 182 | 0.7584 | 0.2072 | 0.7584 | 0.8708 |
143
+ | No log | 8.7619 | 184 | 0.8603 | 0.3459 | 0.8603 | 0.9275 |
144
+ | No log | 8.8571 | 186 | 0.8508 | 0.2886 | 0.8508 | 0.9224 |
145
+ | No log | 8.9524 | 188 | 0.7614 | 0.2398 | 0.7614 | 0.8726 |
146
+ | No log | 9.0476 | 190 | 0.7850 | 0.2502 | 0.7850 | 0.8860 |
147
+ | No log | 9.1429 | 192 | 0.8419 | 0.2988 | 0.8419 | 0.9175 |
148
+ | No log | 9.2381 | 194 | 0.8754 | 0.2320 | 0.8754 | 0.9356 |
149
+ | No log | 9.3333 | 196 | 0.9470 | 0.1472 | 0.9470 | 0.9731 |
150
+ | No log | 9.4286 | 198 | 1.0084 | 0.1940 | 1.0084 | 1.0042 |
151
+ | No log | 9.5238 | 200 | 0.9959 | 0.1734 | 0.9959 | 0.9980 |
152
+ | No log | 9.6190 | 202 | 1.0408 | 0.2779 | 1.0408 | 1.0202 |
153
+ | No log | 9.7143 | 204 | 0.9481 | 0.1969 | 0.9481 | 0.9737 |
154
+ | No log | 9.8095 | 206 | 0.8561 | 0.0909 | 0.8561 | 0.9253 |
155
+ | No log | 9.9048 | 208 | 0.8541 | 0.2349 | 0.8541 | 0.9242 |
156
+ | No log | 10.0 | 210 | 0.8401 | 0.1208 | 0.8401 | 0.9166 |
157
+ | No log | 10.0952 | 212 | 0.9573 | 0.2578 | 0.9573 | 0.9784 |
158
+ | No log | 10.1905 | 214 | 1.1281 | 0.2439 | 1.1281 | 1.0621 |
159
+ | No log | 10.2857 | 216 | 1.0280 | 0.2706 | 1.0280 | 1.0139 |
160
+ | No log | 10.3810 | 218 | 0.8390 | 0.2993 | 0.8390 | 0.9160 |
161
+ | No log | 10.4762 | 220 | 0.8161 | 0.2295 | 0.8161 | 0.9034 |
162
+ | No log | 10.5714 | 222 | 0.8574 | 0.2260 | 0.8574 | 0.9260 |
163
+ | No log | 10.6667 | 224 | 0.8228 | 0.2537 | 0.8228 | 0.9071 |
164
+ | No log | 10.7619 | 226 | 0.8226 | 0.2780 | 0.8226 | 0.9070 |
165
+ | No log | 10.8571 | 228 | 0.8460 | 0.3359 | 0.8460 | 0.9198 |
166
+ | No log | 10.9524 | 230 | 0.8065 | 0.3042 | 0.8065 | 0.8980 |
167
+ | No log | 11.0476 | 232 | 0.7364 | 0.2589 | 0.7364 | 0.8581 |
168
+ | No log | 11.1429 | 234 | 0.7039 | 0.2407 | 0.7039 | 0.8390 |
169
+ | No log | 11.2381 | 236 | 0.7076 | 0.2407 | 0.7076 | 0.8412 |
170
+ | No log | 11.3333 | 238 | 0.7244 | 0.2683 | 0.7244 | 0.8511 |
171
+ | No log | 11.4286 | 240 | 0.7665 | 0.3102 | 0.7665 | 0.8755 |
172
+ | No log | 11.5238 | 242 | 0.7977 | 0.3331 | 0.7977 | 0.8931 |
173
+ | No log | 11.6190 | 244 | 0.7836 | 0.3102 | 0.7836 | 0.8852 |
174
+ | No log | 11.7143 | 246 | 0.7565 | 0.2772 | 0.7565 | 0.8698 |
175
+ | No log | 11.8095 | 248 | 0.7413 | 0.2502 | 0.7413 | 0.8610 |
176
+ | No log | 11.9048 | 250 | 0.7746 | 0.3590 | 0.7746 | 0.8801 |
177
+ | No log | 12.0 | 252 | 0.7577 | 0.2913 | 0.7577 | 0.8704 |
178
+ | No log | 12.0952 | 254 | 0.7939 | 0.3234 | 0.7939 | 0.8910 |
179
+ | No log | 12.1905 | 256 | 0.8954 | 0.3623 | 0.8954 | 0.9463 |
180
+ | No log | 12.2857 | 258 | 0.9441 | 0.3499 | 0.9441 | 0.9717 |
181
+ | No log | 12.3810 | 260 | 0.7890 | 0.2817 | 0.7890 | 0.8882 |
182
+ | No log | 12.4762 | 262 | 0.7310 | 0.3341 | 0.7310 | 0.8550 |
183
+ | No log | 12.5714 | 264 | 0.7353 | 0.3498 | 0.7353 | 0.8575 |
184
+ | No log | 12.6667 | 266 | 0.7067 | 0.3041 | 0.7067 | 0.8406 |
185
+ | No log | 12.7619 | 268 | 0.7524 | 0.3498 | 0.7524 | 0.8674 |
186
+ | No log | 12.8571 | 270 | 0.8187 | 0.3409 | 0.8187 | 0.9048 |
187
+ | No log | 12.9524 | 272 | 0.8825 | 0.3394 | 0.8825 | 0.9394 |
188
+ | No log | 13.0476 | 274 | 0.7962 | 0.3500 | 0.7962 | 0.8923 |
189
+ | No log | 13.1429 | 276 | 0.7132 | 0.3308 | 0.7132 | 0.8445 |
190
+ | No log | 13.2381 | 278 | 0.7181 | 0.3425 | 0.7181 | 0.8474 |
191
+ | No log | 13.3333 | 280 | 0.7292 | 0.3485 | 0.7292 | 0.8539 |
192
+ | No log | 13.4286 | 282 | 0.7014 | 0.3485 | 0.7014 | 0.8375 |
193
+ | No log | 13.5238 | 284 | 0.6811 | 0.3762 | 0.6811 | 0.8253 |
194
+ | No log | 13.6190 | 286 | 0.6714 | 0.3425 | 0.6714 | 0.8194 |
195
+ | No log | 13.7143 | 288 | 0.6578 | 0.3425 | 0.6578 | 0.8110 |
196
+ | No log | 13.8095 | 290 | 0.6748 | 0.4397 | 0.6748 | 0.8215 |
197
+ | No log | 13.9048 | 292 | 0.7176 | 0.3662 | 0.7176 | 0.8471 |
198
+ | No log | 14.0 | 294 | 0.7153 | 0.3545 | 0.7153 | 0.8458 |
199
+ | No log | 14.0952 | 296 | 0.7062 | 0.3545 | 0.7062 | 0.8404 |
200
+ | No log | 14.1905 | 298 | 0.6887 | 0.2916 | 0.6887 | 0.8299 |
201
+ | No log | 14.2857 | 300 | 0.7361 | 0.2259 | 0.7361 | 0.8579 |
202
+ | No log | 14.3810 | 302 | 0.7025 | 0.2916 | 0.7025 | 0.8382 |
203
+ | No log | 14.4762 | 304 | 0.8151 | 0.3590 | 0.8151 | 0.9028 |
204
+ | No log | 14.5714 | 306 | 1.2944 | 0.2398 | 1.2944 | 1.1377 |
205
+ | No log | 14.6667 | 308 | 1.4718 | 0.2056 | 1.4718 | 1.2132 |
206
+ | No log | 14.7619 | 310 | 1.2234 | 0.3016 | 1.2234 | 1.1061 |
207
+ | No log | 14.8571 | 312 | 0.8903 | 0.3439 | 0.8903 | 0.9435 |
208
+ | No log | 14.9524 | 314 | 0.7788 | 0.2593 | 0.7788 | 0.8825 |
209
+ | No log | 15.0476 | 316 | 0.8964 | 0.2332 | 0.8964 | 0.9468 |
210
+ | No log | 15.1429 | 318 | 0.9526 | 0.2345 | 0.9526 | 0.9760 |
211
+ | No log | 15.2381 | 320 | 0.9089 | 0.1999 | 0.9089 | 0.9534 |
212
+ | No log | 15.3333 | 322 | 0.8940 | 0.2449 | 0.8940 | 0.9455 |
213
+ | No log | 15.4286 | 324 | 0.9577 | 0.2305 | 0.9577 | 0.9786 |
214
+ | No log | 15.5238 | 326 | 1.0153 | 0.2442 | 1.0153 | 1.0076 |
215
+ | No log | 15.6190 | 328 | 0.9611 | 0.2315 | 0.9611 | 0.9804 |
216
+ | No log | 15.7143 | 330 | 0.8726 | 0.2285 | 0.8726 | 0.9341 |
217
+ | No log | 15.8095 | 332 | 0.8503 | 0.2345 | 0.8503 | 0.9221 |
218
+ | No log | 15.9048 | 334 | 0.8693 | 0.1953 | 0.8693 | 0.9324 |
219
+ | No log | 16.0 | 336 | 0.9152 | 0.1531 | 0.9152 | 0.9567 |
220
+ | No log | 16.0952 | 338 | 0.9839 | 0.0960 | 0.9839 | 0.9919 |
221
+ | No log | 16.1905 | 340 | 1.0535 | 0.1701 | 1.0535 | 1.0264 |
222
+ | No log | 16.2857 | 342 | 1.0470 | 0.1399 | 1.0470 | 1.0232 |
223
+ | No log | 16.3810 | 344 | 1.0007 | 0.1209 | 1.0007 | 1.0003 |
224
+ | No log | 16.4762 | 346 | 1.0014 | 0.1441 | 1.0014 | 1.0007 |
225
+ | No log | 16.5714 | 348 | 0.9588 | 0.1870 | 0.9588 | 0.9792 |
226
+ | No log | 16.6667 | 350 | 0.8859 | 0.1357 | 0.8859 | 0.9412 |
227
+ | No log | 16.7619 | 352 | 0.8409 | 0.2129 | 0.8409 | 0.9170 |
228
+ | No log | 16.8571 | 354 | 0.7985 | 0.1699 | 0.7985 | 0.8936 |
229
+ | No log | 16.9524 | 356 | 0.7700 | 0.1790 | 0.7700 | 0.8775 |
230
+ | No log | 17.0476 | 358 | 0.7707 | 0.1011 | 0.7707 | 0.8779 |
231
+ | No log | 17.1429 | 360 | 0.7770 | 0.0604 | 0.7770 | 0.8815 |
232
+ | No log | 17.2381 | 362 | 0.8160 | 0.1577 | 0.8160 | 0.9033 |
233
+ | No log | 17.3333 | 364 | 0.9831 | 0.1884 | 0.9831 | 0.9915 |
234
+ | No log | 17.4286 | 366 | 1.1012 | 0.2424 | 1.1012 | 1.0494 |
235
+ | No log | 17.5238 | 368 | 1.0580 | 0.1486 | 1.0580 | 1.0286 |
236
+ | No log | 17.6190 | 370 | 0.9665 | 0.1357 | 0.9665 | 0.9831 |
237
+ | No log | 17.7143 | 372 | 0.9632 | 0.1357 | 0.9632 | 0.9814 |
238
+ | No log | 17.8095 | 374 | 0.9798 | 0.1694 | 0.9798 | 0.9898 |
239
+ | No log | 17.9048 | 376 | 0.9413 | 0.2253 | 0.9413 | 0.9702 |
240
+ | No log | 18.0 | 378 | 0.8676 | 0.1357 | 0.8676 | 0.9314 |
241
+ | No log | 18.0952 | 380 | 0.8245 | 0.2661 | 0.8245 | 0.9080 |
242
+ | No log | 18.1905 | 382 | 0.7958 | 0.2224 | 0.7958 | 0.8921 |
243
+ | No log | 18.2857 | 384 | 0.7877 | 0.2593 | 0.7877 | 0.8875 |
244
+ | No log | 18.3810 | 386 | 0.7896 | 0.2593 | 0.7896 | 0.8886 |
245
+ | No log | 18.4762 | 388 | 0.7794 | 0.2593 | 0.7794 | 0.8828 |
246
+ | No log | 18.5714 | 390 | 0.7758 | 0.2563 | 0.7758 | 0.8808 |
247
+ | No log | 18.6667 | 392 | 0.8117 | 0.2027 | 0.8117 | 0.9010 |
248
+ | No log | 18.7619 | 394 | 0.8359 | 0.2662 | 0.8359 | 0.9143 |
249
+ | No log | 18.8571 | 396 | 0.7973 | 0.2718 | 0.7973 | 0.8929 |
250
+ | No log | 18.9524 | 398 | 0.7536 | 0.2593 | 0.7536 | 0.8681 |
251
+ | No log | 19.0476 | 400 | 0.7650 | 0.2287 | 0.7650 | 0.8747 |
252
+ | No log | 19.1429 | 402 | 0.7625 | 0.2342 | 0.7625 | 0.8732 |
253
+ | No log | 19.2381 | 404 | 0.7355 | 0.1986 | 0.7355 | 0.8576 |
254
+ | No log | 19.3333 | 406 | 0.7619 | 0.2027 | 0.7619 | 0.8729 |
255
+ | No log | 19.4286 | 408 | 0.8370 | 0.2817 | 0.8370 | 0.9149 |
256
+ | No log | 19.5238 | 410 | 0.9290 | 0.3100 | 0.9290 | 0.9639 |
257
+ | No log | 19.6190 | 412 | 0.9158 | 0.3456 | 0.9158 | 0.9570 |
258
+ | No log | 19.7143 | 414 | 0.8948 | 0.2943 | 0.8948 | 0.9459 |
259
+ | No log | 19.8095 | 416 | 0.9123 | 0.3100 | 0.9123 | 0.9551 |
260
+ | No log | 19.9048 | 418 | 0.8879 | 0.2415 | 0.8879 | 0.9423 |
261
+ | No log | 20.0 | 420 | 0.8832 | 0.2975 | 0.8832 | 0.9398 |
262
+ | No log | 20.0952 | 422 | 0.8381 | 0.3121 | 0.8381 | 0.9155 |
263
+ | No log | 20.1905 | 424 | 0.8077 | 0.2058 | 0.8077 | 0.8987 |
264
+ | No log | 20.2857 | 426 | 0.7890 | 0.2058 | 0.7890 | 0.8883 |
265
+ | No log | 20.3810 | 428 | 0.7671 | 0.2161 | 0.7671 | 0.8758 |
266
+ | No log | 20.4762 | 430 | 0.7304 | 0.1986 | 0.7304 | 0.8546 |
267
+ | No log | 20.5714 | 432 | 0.7289 | 0.2360 | 0.7289 | 0.8537 |
268
+ | No log | 20.6667 | 434 | 0.7616 | 0.1260 | 0.7616 | 0.8727 |
269
+ | No log | 20.7619 | 436 | 0.8512 | 0.3280 | 0.8512 | 0.9226 |
270
+ | No log | 20.8571 | 438 | 0.9132 | 0.3909 | 0.9132 | 0.9556 |
271
+ | No log | 20.9524 | 440 | 0.8785 | 0.3520 | 0.8785 | 0.9373 |
272
+ | No log | 21.0476 | 442 | 0.8111 | 0.2058 | 0.8111 | 0.9006 |
273
+ | No log | 21.1429 | 444 | 0.8274 | 0.2009 | 0.8274 | 0.9096 |
274
+ | No log | 21.2381 | 446 | 0.8213 | 0.1786 | 0.8213 | 0.9062 |
275
+ | No log | 21.3333 | 448 | 0.8248 | 0.1976 | 0.8248 | 0.9082 |
276
+ | No log | 21.4286 | 450 | 0.8192 | 0.1976 | 0.8192 | 0.9051 |
277
+ | No log | 21.5238 | 452 | 0.8010 | 0.2140 | 0.8010 | 0.8950 |
278
+ | No log | 21.6190 | 454 | 0.7897 | 0.2193 | 0.7897 | 0.8887 |
279
+ | No log | 21.7143 | 456 | 0.7790 | 0.2247 | 0.7790 | 0.8826 |
280
+ | No log | 21.8095 | 458 | 0.7638 | 0.2621 | 0.7638 | 0.8739 |
281
+ | No log | 21.9048 | 460 | 0.7618 | 0.2809 | 0.7618 | 0.8728 |
282
+ | No log | 22.0 | 462 | 0.7718 | 0.2784 | 0.7718 | 0.8785 |
283
+ | No log | 22.0952 | 464 | 0.7694 | 0.2932 | 0.7694 | 0.8771 |
284
+ | No log | 22.1905 | 466 | 0.7300 | 0.2718 | 0.7300 | 0.8544 |
285
+ | No log | 22.2857 | 468 | 0.7059 | 0.2023 | 0.7059 | 0.8402 |
286
+ | No log | 22.3810 | 470 | 0.7044 | 0.2744 | 0.7044 | 0.8393 |
287
+ | No log | 22.4762 | 472 | 0.7157 | 0.2712 | 0.7157 | 0.8460 |
288
+ | No log | 22.5714 | 474 | 0.7423 | 0.2744 | 0.7423 | 0.8616 |
289
+ | No log | 22.6667 | 476 | 0.8831 | 0.3864 | 0.8831 | 0.9397 |
290
+ | No log | 22.7619 | 478 | 1.0489 | 0.2857 | 1.0489 | 1.0242 |
291
+ | No log | 22.8571 | 480 | 1.0540 | 0.3046 | 1.0540 | 1.0266 |
292
+ | No log | 22.9524 | 482 | 0.9307 | 0.2846 | 0.9307 | 0.9647 |
293
+ | No log | 23.0476 | 484 | 0.8341 | 0.1986 | 0.8341 | 0.9133 |
294
+ | No log | 23.1429 | 486 | 0.8126 | 0.1999 | 0.8126 | 0.9014 |
295
+ | No log | 23.2381 | 488 | 0.7899 | 0.1361 | 0.7899 | 0.8888 |
296
+ | No log | 23.3333 | 490 | 0.7701 | 0.1012 | 0.7701 | 0.8776 |
297
+ | No log | 23.4286 | 492 | 0.8007 | 0.1308 | 0.8007 | 0.8948 |
298
+ | No log | 23.5238 | 494 | 0.8598 | 0.2839 | 0.8598 | 0.9272 |
299
+ | No log | 23.6190 | 496 | 0.9148 | 0.3173 | 0.9148 | 0.9565 |
300
+ | No log | 23.7143 | 498 | 0.9187 | 0.3432 | 0.9187 | 0.9585 |
301
+ | 0.2913 | 23.8095 | 500 | 0.8874 | 0.3021 | 0.8874 | 0.9420 |
302
+ | 0.2913 | 23.9048 | 502 | 0.8530 | 0.2501 | 0.8530 | 0.9236 |
303
+ | 0.2913 | 24.0 | 504 | 0.8176 | 0.2453 | 0.8176 | 0.9042 |
304
+ | 0.2913 | 24.0952 | 506 | 0.8090 | 0.2152 | 0.8090 | 0.8995 |
305
+ | 0.2913 | 24.1905 | 508 | 0.8322 | 0.2747 | 0.8322 | 0.9123 |
306
+ | 0.2913 | 24.2857 | 510 | 0.8576 | 0.4097 | 0.8576 | 0.9261 |
307
+ | 0.2913 | 24.3810 | 512 | 0.8382 | 0.2831 | 0.8382 | 0.9155 |
308
+ | 0.2913 | 24.4762 | 514 | 0.8043 | 0.2152 | 0.8043 | 0.8968 |
309
+ | 0.2913 | 24.5714 | 516 | 0.8040 | 0.1951 | 0.8040 | 0.8966 |
310
+ | 0.2913 | 24.6667 | 518 | 0.8044 | 0.1999 | 0.8044 | 0.8969 |
311
+ | 0.2913 | 24.7619 | 520 | 0.7818 | 0.1952 | 0.7818 | 0.8842 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
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