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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k2_task2_organization

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  1. README.md +208 -282
  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_k2_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_run1_AugV5_k2_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8427
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- - Qwk: 0.4734
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- - Mse: 0.8427
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- - Rmse: 0.9180
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  ## Model description
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@@ -47,282 +47,208 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.1538 | 2 | 4.7749 | -0.0132 | 4.7749 | 2.1852 |
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- | No log | 0.3077 | 4 | 3.2908 | 0.0080 | 3.2908 | 1.8140 |
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- | No log | 0.4615 | 6 | 1.7212 | 0.0504 | 1.7212 | 1.3119 |
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- | No log | 0.6154 | 8 | 1.8480 | 0.0062 | 1.8480 | 1.3594 |
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- | No log | 0.7692 | 10 | 1.7144 | -0.0809 | 1.7144 | 1.3093 |
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- | No log | 0.9231 | 12 | 1.3804 | 0.0639 | 1.3804 | 1.1749 |
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- | No log | 1.0769 | 14 | 1.1870 | 0.1570 | 1.1870 | 1.0895 |
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- | No log | 1.2308 | 16 | 1.1468 | 0.1875 | 1.1468 | 1.0709 |
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- | No log | 1.3846 | 18 | 1.1270 | 0.1918 | 1.1270 | 1.0616 |
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- | No log | 1.5385 | 20 | 1.1120 | 0.2674 | 1.1120 | 1.0545 |
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- | No log | 1.6923 | 22 | 1.0866 | 0.2887 | 1.0866 | 1.0424 |
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- | No log | 1.8462 | 24 | 1.1197 | 0.2785 | 1.1197 | 1.0582 |
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- | No log | 2.0 | 26 | 1.3853 | 0.1984 | 1.3853 | 1.1770 |
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- | No log | 2.1538 | 28 | 1.6560 | 0.1324 | 1.6560 | 1.2869 |
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- | No log | 2.3077 | 30 | 1.4621 | 0.1568 | 1.4621 | 1.2092 |
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- | No log | 2.4615 | 32 | 1.2327 | 0.1315 | 1.2327 | 1.1103 |
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- | No log | 2.6154 | 34 | 1.2224 | 0.2108 | 1.2224 | 1.1056 |
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- | No log | 2.7692 | 36 | 1.1513 | 0.2395 | 1.1513 | 1.0730 |
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- | No log | 2.9231 | 38 | 1.0896 | 0.3135 | 1.0896 | 1.0438 |
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- | No log | 3.0769 | 40 | 1.0795 | 0.3135 | 1.0795 | 1.0390 |
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- | No log | 3.2308 | 42 | 1.0705 | 0.3284 | 1.0705 | 1.0347 |
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- | No log | 3.3846 | 44 | 1.0948 | 0.2738 | 1.0948 | 1.0463 |
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- | No log | 3.5385 | 46 | 1.1099 | 0.2626 | 1.1099 | 1.0535 |
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- | No log | 3.6923 | 48 | 1.0611 | 0.2844 | 1.0611 | 1.0301 |
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- | No log | 3.8462 | 50 | 0.9345 | 0.4874 | 0.9345 | 0.9667 |
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- | No log | 4.0 | 52 | 0.9538 | 0.3908 | 0.9538 | 0.9766 |
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- | No log | 4.1538 | 54 | 0.9635 | 0.4013 | 0.9635 | 0.9816 |
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- | No log | 4.3077 | 56 | 0.9369 | 0.4749 | 0.9369 | 0.9680 |
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- | No log | 4.4615 | 58 | 1.0159 | 0.4119 | 1.0159 | 1.0079 |
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- | No log | 4.6154 | 60 | 1.1238 | 0.2398 | 1.1238 | 1.0601 |
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- | No log | 4.7692 | 62 | 1.1461 | 0.2529 | 1.1461 | 1.0706 |
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- | No log | 4.9231 | 64 | 0.9655 | 0.4392 | 0.9655 | 0.9826 |
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- | No log | 5.0769 | 66 | 0.8731 | 0.4488 | 0.8731 | 0.9344 |
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- | No log | 5.2308 | 68 | 0.9184 | 0.5042 | 0.9184 | 0.9583 |
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- | No log | 5.3846 | 70 | 0.8913 | 0.5365 | 0.8913 | 0.9441 |
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- | No log | 5.5385 | 72 | 0.8174 | 0.5241 | 0.8174 | 0.9041 |
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- | No log | 5.6923 | 74 | 0.9064 | 0.5082 | 0.9064 | 0.9521 |
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- | No log | 5.8462 | 76 | 0.8902 | 0.5190 | 0.8902 | 0.9435 |
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- | No log | 6.0 | 78 | 0.8087 | 0.5155 | 0.8087 | 0.8993 |
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- | No log | 6.1538 | 80 | 0.7735 | 0.5439 | 0.7735 | 0.8795 |
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- | No log | 6.3077 | 82 | 0.8143 | 0.5673 | 0.8143 | 0.9024 |
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- | No log | 6.4615 | 84 | 0.8548 | 0.5125 | 0.8548 | 0.9245 |
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- | No log | 6.6154 | 86 | 0.8685 | 0.5079 | 0.8685 | 0.9320 |
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- | No log | 6.7692 | 88 | 0.9189 | 0.4513 | 0.9189 | 0.9586 |
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- | No log | 6.9231 | 90 | 0.8865 | 0.4859 | 0.8865 | 0.9416 |
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- | No log | 7.0769 | 92 | 0.8970 | 0.4600 | 0.8970 | 0.9471 |
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- | No log | 7.2308 | 94 | 0.8160 | 0.5181 | 0.8160 | 0.9033 |
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- | No log | 7.3846 | 96 | 0.7784 | 0.4947 | 0.7784 | 0.8822 |
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- | No log | 7.5385 | 98 | 0.7675 | 0.5137 | 0.7675 | 0.8761 |
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- | No log | 7.6923 | 100 | 0.7761 | 0.5267 | 0.7761 | 0.8810 |
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- | No log | 7.8462 | 102 | 0.7900 | 0.5455 | 0.7900 | 0.8888 |
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- | No log | 8.0 | 104 | 0.8512 | 0.5578 | 0.8512 | 0.9226 |
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- | No log | 8.1538 | 106 | 0.9026 | 0.5614 | 0.9026 | 0.9501 |
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- | No log | 8.3077 | 108 | 0.8299 | 0.5501 | 0.8299 | 0.9110 |
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- | No log | 8.4615 | 110 | 0.8581 | 0.5192 | 0.8581 | 0.9263 |
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- | No log | 8.6154 | 112 | 0.8781 | 0.5211 | 0.8781 | 0.9370 |
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- | No log | 8.7692 | 114 | 0.8411 | 0.5947 | 0.8411 | 0.9171 |
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- | No log | 8.9231 | 116 | 1.1985 | 0.5256 | 1.1985 | 1.0948 |
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- | No log | 9.0769 | 118 | 1.3963 | 0.4212 | 1.3963 | 1.1817 |
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- | No log | 9.2308 | 120 | 1.1747 | 0.3630 | 1.1747 | 1.0839 |
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- | No log | 9.3846 | 122 | 0.9600 | 0.2850 | 0.9600 | 0.9798 |
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- | No log | 9.5385 | 124 | 0.8463 | 0.3804 | 0.8463 | 0.9200 |
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- | No log | 9.6923 | 126 | 0.7858 | 0.4760 | 0.7858 | 0.8864 |
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- | No log | 9.8462 | 128 | 0.7875 | 0.4872 | 0.7875 | 0.8874 |
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- | No log | 10.0 | 130 | 0.7983 | 0.5205 | 0.7983 | 0.8935 |
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- | No log | 10.1538 | 132 | 0.9088 | 0.5636 | 0.9088 | 0.9533 |
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- | No log | 10.3077 | 134 | 1.0216 | 0.4836 | 1.0216 | 1.0108 |
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- | No log | 10.4615 | 136 | 0.9023 | 0.5624 | 0.9023 | 0.9499 |
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- | No log | 10.6154 | 138 | 0.8161 | 0.5507 | 0.8161 | 0.9034 |
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- | No log | 10.7692 | 140 | 0.8219 | 0.5279 | 0.8219 | 0.9066 |
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- | No log | 10.9231 | 142 | 0.8273 | 0.5056 | 0.8273 | 0.9096 |
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- | No log | 11.0769 | 144 | 0.8498 | 0.4982 | 0.8498 | 0.9218 |
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- | No log | 11.2308 | 146 | 0.8679 | 0.4853 | 0.8679 | 0.9316 |
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- | No log | 11.3846 | 148 | 0.8756 | 0.4737 | 0.8756 | 0.9358 |
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- | No log | 11.5385 | 150 | 0.8798 | 0.4737 | 0.8798 | 0.9380 |
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- | No log | 11.6923 | 152 | 0.8554 | 0.4250 | 0.8554 | 0.9249 |
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- | No log | 11.8462 | 154 | 0.8556 | 0.4920 | 0.8556 | 0.9250 |
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- | No log | 12.0 | 156 | 0.8512 | 0.5149 | 0.8512 | 0.9226 |
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- | No log | 12.1538 | 158 | 0.8589 | 0.3870 | 0.8589 | 0.9268 |
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- | No log | 12.3077 | 160 | 0.8696 | 0.4716 | 0.8696 | 0.9325 |
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- | No log | 12.4615 | 162 | 0.8342 | 0.4757 | 0.8342 | 0.9134 |
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- | No log | 12.6154 | 164 | 0.8234 | 0.4847 | 0.8234 | 0.9074 |
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- | No log | 12.7692 | 166 | 0.8282 | 0.5022 | 0.8282 | 0.9101 |
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- | No log | 12.9231 | 168 | 0.8448 | 0.5611 | 0.8448 | 0.9191 |
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- | No log | 13.0769 | 170 | 1.0438 | 0.5384 | 1.0438 | 1.0216 |
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- | No log | 13.2308 | 172 | 1.0200 | 0.5384 | 1.0200 | 1.0100 |
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- | No log | 13.3846 | 174 | 0.8441 | 0.5587 | 0.8441 | 0.9188 |
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- | No log | 13.5385 | 176 | 0.8192 | 0.5159 | 0.8192 | 0.9051 |
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- | No log | 13.6923 | 178 | 0.8405 | 0.5024 | 0.8405 | 0.9168 |
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- | No log | 13.8462 | 180 | 0.8592 | 0.5147 | 0.8592 | 0.9269 |
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- | No log | 14.0 | 182 | 0.9036 | 0.4660 | 0.9036 | 0.9506 |
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- | No log | 14.1538 | 184 | 0.9849 | 0.5201 | 0.9849 | 0.9924 |
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- | No log | 14.3077 | 186 | 0.9611 | 0.5218 | 0.9611 | 0.9804 |
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- | No log | 14.4615 | 188 | 0.8829 | 0.4621 | 0.8829 | 0.9396 |
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- | No log | 14.6154 | 190 | 0.8550 | 0.5316 | 0.8550 | 0.9247 |
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- | No log | 14.7692 | 192 | 0.8993 | 0.5766 | 0.8993 | 0.9483 |
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- | No log | 14.9231 | 194 | 0.8348 | 0.5090 | 0.8348 | 0.9137 |
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- | No log | 15.0769 | 196 | 0.7918 | 0.5507 | 0.7918 | 0.8898 |
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- | No log | 15.2308 | 198 | 0.8673 | 0.4930 | 0.8673 | 0.9313 |
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- | No log | 15.3846 | 200 | 0.8919 | 0.4780 | 0.8919 | 0.9444 |
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- | No log | 15.5385 | 202 | 0.7824 | 0.5455 | 0.7824 | 0.8845 |
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- | No log | 15.6923 | 204 | 0.7562 | 0.5826 | 0.7562 | 0.8696 |
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- | No log | 15.8462 | 206 | 0.7543 | 0.5916 | 0.7543 | 0.8685 |
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- | No log | 16.0 | 208 | 0.7767 | 0.5359 | 0.7767 | 0.8813 |
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- | No log | 16.1538 | 210 | 0.8455 | 0.3986 | 0.8455 | 0.9195 |
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- | No log | 16.3077 | 212 | 0.9177 | 0.4874 | 0.9177 | 0.9579 |
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- | No log | 16.4615 | 214 | 0.9622 | 0.5241 | 0.9622 | 0.9809 |
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- | No log | 16.6154 | 216 | 0.8580 | 0.5385 | 0.8580 | 0.9263 |
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- | No log | 16.7692 | 218 | 0.8091 | 0.5455 | 0.8091 | 0.8995 |
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- | No log | 16.9231 | 220 | 0.8468 | 0.5737 | 0.8468 | 0.9202 |
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- | No log | 17.0769 | 222 | 0.8661 | 0.5468 | 0.8661 | 0.9306 |
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- | No log | 17.2308 | 224 | 0.8061 | 0.5833 | 0.8061 | 0.8979 |
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- | No log | 17.3846 | 226 | 0.8319 | 0.5411 | 0.8319 | 0.9121 |
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- | No log | 17.5385 | 228 | 0.8867 | 0.5041 | 0.8867 | 0.9416 |
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- | No log | 17.6923 | 230 | 0.8739 | 0.4663 | 0.8739 | 0.9348 |
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- | No log | 17.8462 | 232 | 0.8136 | 0.4505 | 0.8136 | 0.9020 |
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- | No log | 18.0 | 234 | 0.8096 | 0.4505 | 0.8096 | 0.8998 |
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- | No log | 18.1538 | 236 | 0.8089 | 0.4409 | 0.8089 | 0.8994 |
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- | No log | 18.3077 | 238 | 0.8260 | 0.5563 | 0.8260 | 0.9088 |
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- | No log | 18.4615 | 240 | 0.8751 | 0.4902 | 0.8751 | 0.9355 |
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- | No log | 18.6154 | 242 | 0.8722 | 0.5200 | 0.8722 | 0.9339 |
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- | No log | 18.7692 | 244 | 0.8443 | 0.5686 | 0.8443 | 0.9188 |
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- | No log | 18.9231 | 246 | 0.8310 | 0.5271 | 0.8310 | 0.9116 |
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- | No log | 19.0769 | 248 | 0.8511 | 0.5107 | 0.8511 | 0.9225 |
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- | No log | 19.2308 | 250 | 0.9941 | 0.4350 | 0.9941 | 0.9970 |
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- | No log | 19.3846 | 252 | 1.0937 | 0.4217 | 1.0937 | 1.0458 |
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- | No log | 19.5385 | 254 | 0.9544 | 0.4281 | 0.9544 | 0.9769 |
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- | No log | 19.6923 | 256 | 0.8565 | 0.4676 | 0.8565 | 0.9255 |
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- | No log | 19.8462 | 258 | 0.9592 | 0.5109 | 0.9592 | 0.9794 |
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- | No log | 20.0 | 260 | 1.0031 | 0.5328 | 1.0031 | 1.0015 |
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- | No log | 20.1538 | 262 | 0.9488 | 0.5276 | 0.9488 | 0.9741 |
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- | No log | 20.3077 | 264 | 0.8304 | 0.5086 | 0.8304 | 0.9113 |
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- | No log | 20.4615 | 266 | 0.7788 | 0.5607 | 0.7788 | 0.8825 |
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- | No log | 20.6154 | 268 | 0.7977 | 0.5859 | 0.7977 | 0.8931 |
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- | No log | 20.7692 | 270 | 0.7797 | 0.5632 | 0.7797 | 0.8830 |
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- | No log | 20.9231 | 272 | 0.7637 | 0.5732 | 0.7637 | 0.8739 |
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- | No log | 21.0769 | 274 | 0.7876 | 0.6089 | 0.7876 | 0.8874 |
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- | No log | 21.2308 | 276 | 0.8290 | 0.6334 | 0.8290 | 0.9105 |
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- | No log | 21.3846 | 278 | 0.7954 | 0.6131 | 0.7954 | 0.8919 |
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- | No log | 21.5385 | 280 | 0.7708 | 0.5607 | 0.7708 | 0.8779 |
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- | No log | 21.6923 | 282 | 0.7801 | 0.5320 | 0.7801 | 0.8832 |
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- | No log | 21.8462 | 284 | 0.7855 | 0.5348 | 0.7855 | 0.8863 |
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- | No log | 22.0 | 286 | 0.7705 | 0.5415 | 0.7705 | 0.8778 |
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- | No log | 22.1538 | 288 | 0.7623 | 0.5826 | 0.7623 | 0.8731 |
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- | No log | 22.3077 | 290 | 0.7630 | 0.5946 | 0.7630 | 0.8735 |
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- | No log | 22.4615 | 292 | 0.7672 | 0.5946 | 0.7672 | 0.8759 |
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- | No log | 22.6154 | 294 | 0.7790 | 0.5596 | 0.7790 | 0.8826 |
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- | No log | 22.7692 | 296 | 0.7766 | 0.5509 | 0.7766 | 0.8812 |
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- | No log | 22.9231 | 298 | 0.7900 | 0.5396 | 0.7900 | 0.8888 |
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- | No log | 23.0769 | 300 | 0.7855 | 0.5511 | 0.7855 | 0.8863 |
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- | No log | 23.2308 | 302 | 0.7823 | 0.5621 | 0.7823 | 0.8845 |
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- | No log | 23.3846 | 304 | 0.7911 | 0.5396 | 0.7911 | 0.8894 |
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- | No log | 23.5385 | 306 | 0.8191 | 0.5041 | 0.8191 | 0.9050 |
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- | No log | 23.6923 | 308 | 0.8667 | 0.4533 | 0.8667 | 0.9310 |
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- | No log | 23.8462 | 310 | 0.9270 | 0.4521 | 0.9270 | 0.9628 |
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- | No log | 24.0 | 312 | 0.9415 | 0.4515 | 0.9415 | 0.9703 |
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- | No log | 24.1538 | 314 | 0.9138 | 0.4515 | 0.9138 | 0.9559 |
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- | No log | 24.3077 | 316 | 0.8634 | 0.4359 | 0.8634 | 0.9292 |
210
- | No log | 24.4615 | 318 | 0.8620 | 0.4110 | 0.8620 | 0.9285 |
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- | No log | 24.6154 | 320 | 0.8603 | 0.4110 | 0.8603 | 0.9275 |
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- | No log | 24.7692 | 322 | 0.8810 | 0.4110 | 0.8810 | 0.9386 |
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- | No log | 24.9231 | 324 | 0.8780 | 0.4110 | 0.8780 | 0.9370 |
214
- | No log | 25.0769 | 326 | 0.8349 | 0.5650 | 0.8349 | 0.9137 |
215
- | No log | 25.2308 | 328 | 0.8299 | 0.5061 | 0.8299 | 0.9110 |
216
- | No log | 25.3846 | 330 | 0.8347 | 0.4534 | 0.8347 | 0.9136 |
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- | No log | 25.5385 | 332 | 0.8242 | 0.5061 | 0.8242 | 0.9078 |
218
- | No log | 25.6923 | 334 | 0.8379 | 0.4961 | 0.8379 | 0.9154 |
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- | No log | 25.8462 | 336 | 0.8270 | 0.4483 | 0.8270 | 0.9094 |
220
- | No log | 26.0 | 338 | 0.8185 | 0.4872 | 0.8185 | 0.9047 |
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- | No log | 26.1538 | 340 | 0.8114 | 0.5581 | 0.8114 | 0.9008 |
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- | No log | 26.3077 | 342 | 0.8188 | 0.5336 | 0.8188 | 0.9049 |
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- | No log | 26.4615 | 344 | 0.8240 | 0.5570 | 0.8240 | 0.9078 |
224
- | No log | 26.6154 | 346 | 0.8209 | 0.5474 | 0.8209 | 0.9061 |
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- | No log | 26.7692 | 348 | 0.7959 | 0.5107 | 0.7959 | 0.8921 |
226
- | No log | 26.9231 | 350 | 0.7841 | 0.5634 | 0.7841 | 0.8855 |
227
- | No log | 27.0769 | 352 | 0.7949 | 0.5226 | 0.7949 | 0.8916 |
228
- | No log | 27.2308 | 354 | 0.7818 | 0.5634 | 0.7818 | 0.8842 |
229
- | No log | 27.3846 | 356 | 0.8156 | 0.5013 | 0.8156 | 0.9031 |
230
- | No log | 27.5385 | 358 | 0.9265 | 0.4973 | 0.9265 | 0.9625 |
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- | No log | 27.6923 | 360 | 0.9506 | 0.4973 | 0.9506 | 0.9750 |
232
- | No log | 27.8462 | 362 | 0.8736 | 0.4654 | 0.8736 | 0.9347 |
233
- | No log | 28.0 | 364 | 0.8199 | 0.5622 | 0.8199 | 0.9055 |
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- | No log | 28.1538 | 366 | 0.8185 | 0.5622 | 0.8185 | 0.9047 |
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- | No log | 28.3077 | 368 | 0.8400 | 0.4808 | 0.8400 | 0.9165 |
236
- | No log | 28.4615 | 370 | 0.8492 | 0.4808 | 0.8492 | 0.9215 |
237
- | No log | 28.6154 | 372 | 0.8505 | 0.4459 | 0.8505 | 0.9222 |
238
- | No log | 28.7692 | 374 | 0.8404 | 0.4459 | 0.8404 | 0.9167 |
239
- | No log | 28.9231 | 376 | 0.8422 | 0.4714 | 0.8422 | 0.9177 |
240
- | No log | 29.0769 | 378 | 0.8445 | 0.4714 | 0.8445 | 0.9190 |
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- | No log | 29.2308 | 380 | 0.8338 | 0.5426 | 0.8338 | 0.9131 |
242
- | No log | 29.3846 | 382 | 0.8377 | 0.5155 | 0.8377 | 0.9152 |
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- | No log | 29.5385 | 384 | 0.8424 | 0.5155 | 0.8424 | 0.9178 |
244
- | No log | 29.6923 | 386 | 0.8470 | 0.5155 | 0.8470 | 0.9203 |
245
- | No log | 29.8462 | 388 | 0.8614 | 0.5245 | 0.8614 | 0.9281 |
246
- | No log | 30.0 | 390 | 0.8610 | 0.5335 | 0.8610 | 0.9279 |
247
- | No log | 30.1538 | 392 | 0.8551 | 0.5536 | 0.8551 | 0.9247 |
248
- | No log | 30.3077 | 394 | 0.8499 | 0.4820 | 0.8499 | 0.9219 |
249
- | No log | 30.4615 | 396 | 0.8491 | 0.4459 | 0.8491 | 0.9215 |
250
- | No log | 30.6154 | 398 | 0.8410 | 0.4690 | 0.8410 | 0.9171 |
251
- | No log | 30.7692 | 400 | 0.8481 | 0.4690 | 0.8481 | 0.9209 |
252
- | No log | 30.9231 | 402 | 0.8638 | 0.4690 | 0.8638 | 0.9294 |
253
- | No log | 31.0769 | 404 | 0.8423 | 0.4690 | 0.8423 | 0.9177 |
254
- | No log | 31.2308 | 406 | 0.8274 | 0.4700 | 0.8274 | 0.9096 |
255
- | No log | 31.3846 | 408 | 0.8229 | 0.5045 | 0.8229 | 0.9071 |
256
- | No log | 31.5385 | 410 | 0.8413 | 0.4690 | 0.8413 | 0.9172 |
257
- | No log | 31.6923 | 412 | 0.9187 | 0.4724 | 0.9187 | 0.9585 |
258
- | No log | 31.8462 | 414 | 0.9727 | 0.4790 | 0.9727 | 0.9863 |
259
- | No log | 32.0 | 416 | 0.9425 | 0.4404 | 0.9425 | 0.9708 |
260
- | No log | 32.1538 | 418 | 0.8836 | 0.4454 | 0.8836 | 0.9400 |
261
- | No log | 32.3077 | 420 | 0.8743 | 0.4700 | 0.8743 | 0.9351 |
262
- | No log | 32.4615 | 422 | 0.8717 | 0.4142 | 0.8717 | 0.9337 |
263
- | No log | 32.6154 | 424 | 0.8747 | 0.4142 | 0.8747 | 0.9352 |
264
- | No log | 32.7692 | 426 | 0.8849 | 0.4700 | 0.8849 | 0.9407 |
265
- | No log | 32.9231 | 428 | 0.9142 | 0.4331 | 0.9142 | 0.9561 |
266
- | No log | 33.0769 | 430 | 0.9103 | 0.4331 | 0.9103 | 0.9541 |
267
- | No log | 33.2308 | 432 | 0.8802 | 0.4700 | 0.8802 | 0.9382 |
268
- | No log | 33.3846 | 434 | 0.8677 | 0.5192 | 0.8677 | 0.9315 |
269
- | No log | 33.5385 | 436 | 0.8691 | 0.4690 | 0.8691 | 0.9322 |
270
- | No log | 33.6923 | 438 | 0.8968 | 0.4459 | 0.8968 | 0.9470 |
271
- | No log | 33.8462 | 440 | 0.9022 | 0.4237 | 0.9022 | 0.9499 |
272
- | No log | 34.0 | 442 | 0.8791 | 0.4704 | 0.8791 | 0.9376 |
273
- | No log | 34.1538 | 444 | 0.8730 | 0.5349 | 0.8730 | 0.9344 |
274
- | No log | 34.3077 | 446 | 0.8799 | 0.5541 | 0.8799 | 0.9380 |
275
- | No log | 34.4615 | 448 | 0.8696 | 0.5149 | 0.8696 | 0.9325 |
276
- | No log | 34.6154 | 450 | 0.8673 | 0.5076 | 0.8673 | 0.9313 |
277
- | No log | 34.7692 | 452 | 0.8781 | 0.4587 | 0.8781 | 0.9371 |
278
- | No log | 34.9231 | 454 | 0.8760 | 0.4820 | 0.8760 | 0.9360 |
279
- | No log | 35.0769 | 456 | 0.8638 | 0.5192 | 0.8638 | 0.9294 |
280
- | No log | 35.2308 | 458 | 0.8660 | 0.5320 | 0.8660 | 0.9306 |
281
- | No log | 35.3846 | 460 | 0.8667 | 0.5110 | 0.8667 | 0.9310 |
282
- | No log | 35.5385 | 462 | 0.8575 | 0.4560 | 0.8575 | 0.9260 |
283
- | No log | 35.6923 | 464 | 0.8981 | 0.4236 | 0.8981 | 0.9477 |
284
- | No log | 35.8462 | 466 | 0.9624 | 0.4111 | 0.9624 | 0.9810 |
285
- | No log | 36.0 | 468 | 0.9605 | 0.4111 | 0.9605 | 0.9801 |
286
- | No log | 36.1538 | 470 | 0.9122 | 0.4110 | 0.9122 | 0.9551 |
287
- | No log | 36.3077 | 472 | 0.8807 | 0.4241 | 0.8807 | 0.9384 |
288
- | No log | 36.4615 | 474 | 0.8787 | 0.4217 | 0.8787 | 0.9374 |
289
- | No log | 36.6154 | 476 | 0.8829 | 0.5208 | 0.8829 | 0.9396 |
290
- | No log | 36.7692 | 478 | 0.8884 | 0.5500 | 0.8884 | 0.9426 |
291
- | No log | 36.9231 | 480 | 0.8802 | 0.5426 | 0.8802 | 0.9382 |
292
- | No log | 37.0769 | 482 | 0.8913 | 0.3977 | 0.8913 | 0.9441 |
293
- | No log | 37.2308 | 484 | 0.9245 | 0.4113 | 0.9245 | 0.9615 |
294
- | No log | 37.3846 | 486 | 0.9117 | 0.4113 | 0.9117 | 0.9549 |
295
- | No log | 37.5385 | 488 | 0.8909 | 0.4110 | 0.8909 | 0.9439 |
296
- | No log | 37.6923 | 490 | 0.8785 | 0.4690 | 0.8785 | 0.9373 |
297
- | No log | 37.8462 | 492 | 0.8729 | 0.5173 | 0.8729 | 0.9343 |
298
- | No log | 38.0 | 494 | 0.8732 | 0.5308 | 0.8732 | 0.9344 |
299
- | No log | 38.1538 | 496 | 0.8763 | 0.5173 | 0.8763 | 0.9361 |
300
- | No log | 38.3077 | 498 | 0.8812 | 0.4872 | 0.8812 | 0.9387 |
301
- | 0.3079 | 38.4615 | 500 | 0.8831 | 0.4813 | 0.8831 | 0.9398 |
302
- | 0.3079 | 38.6154 | 502 | 0.8847 | 0.5076 | 0.8847 | 0.9406 |
303
- | 0.3079 | 38.7692 | 504 | 0.9036 | 0.4237 | 0.9036 | 0.9506 |
304
- | 0.3079 | 38.9231 | 506 | 0.9428 | 0.3990 | 0.9428 | 0.9710 |
305
- | 0.3079 | 39.0769 | 508 | 0.9374 | 0.3990 | 0.9374 | 0.9682 |
306
- | 0.3079 | 39.2308 | 510 | 0.8961 | 0.4237 | 0.8961 | 0.9466 |
307
- | 0.3079 | 39.3846 | 512 | 0.8639 | 0.5149 | 0.8639 | 0.9294 |
308
- | 0.3079 | 39.5385 | 514 | 0.8826 | 0.5541 | 0.8826 | 0.9395 |
309
- | 0.3079 | 39.6923 | 516 | 0.8867 | 0.5455 | 0.8867 | 0.9417 |
310
- | 0.3079 | 39.8462 | 518 | 0.8593 | 0.5541 | 0.8593 | 0.9270 |
311
- | 0.3079 | 40.0 | 520 | 0.8461 | 0.5555 | 0.8461 | 0.9198 |
312
- | 0.3079 | 40.1538 | 522 | 0.8810 | 0.4237 | 0.8810 | 0.9386 |
313
- | 0.3079 | 40.3077 | 524 | 0.9350 | 0.5294 | 0.9350 | 0.9669 |
314
- | 0.3079 | 40.4615 | 526 | 0.9256 | 0.5294 | 0.9256 | 0.9621 |
315
- | 0.3079 | 40.6154 | 528 | 0.8678 | 0.4672 | 0.8678 | 0.9315 |
316
- | 0.3079 | 40.7692 | 530 | 0.8275 | 0.4884 | 0.8275 | 0.9097 |
317
- | 0.3079 | 40.9231 | 532 | 0.8263 | 0.5415 | 0.8263 | 0.9090 |
318
- | 0.3079 | 41.0769 | 534 | 0.8271 | 0.5538 | 0.8271 | 0.9094 |
319
- | 0.3079 | 41.2308 | 536 | 0.8269 | 0.5233 | 0.8269 | 0.9094 |
320
- | 0.3079 | 41.3846 | 538 | 0.8274 | 0.4980 | 0.8274 | 0.9096 |
321
- | 0.3079 | 41.5385 | 540 | 0.8340 | 0.4499 | 0.8340 | 0.9132 |
322
- | 0.3079 | 41.6923 | 542 | 0.8374 | 0.4493 | 0.8374 | 0.9151 |
323
- | 0.3079 | 41.8462 | 544 | 0.8442 | 0.4587 | 0.8442 | 0.9188 |
324
- | 0.3079 | 42.0 | 546 | 0.8376 | 0.4734 | 0.8376 | 0.9152 |
325
- | 0.3079 | 42.1538 | 548 | 0.8427 | 0.4734 | 0.8427 | 0.9180 |
326
 
327
 
328
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k1_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_run1_AugV5_k1_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: 1.2246
19
+ - Qwk: 0.1886
20
+ - Mse: 1.2246
21
+ - Rmse: 1.1066
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.5 | 2 | 6.3478 | -0.0231 | 6.3478 | 2.5195 |
53
+ | No log | 1.0 | 4 | 4.0109 | 0.0043 | 4.0109 | 2.0027 |
54
+ | No log | 1.5 | 6 | 2.4819 | -0.0346 | 2.4819 | 1.5754 |
55
+ | No log | 2.0 | 8 | 1.6063 | 0.1249 | 1.6063 | 1.2674 |
56
+ | No log | 2.5 | 10 | 1.4103 | 0.1560 | 1.4103 | 1.1876 |
57
+ | No log | 3.0 | 12 | 1.6717 | -0.1374 | 1.6717 | 1.2929 |
58
+ | No log | 3.5 | 14 | 1.4706 | -0.1163 | 1.4706 | 1.2127 |
59
+ | No log | 4.0 | 16 | 1.3654 | -0.0537 | 1.3654 | 1.1685 |
60
+ | No log | 4.5 | 18 | 1.2844 | 0.0711 | 1.2844 | 1.1333 |
61
+ | No log | 5.0 | 20 | 1.2740 | 0.1173 | 1.2740 | 1.1287 |
62
+ | No log | 5.5 | 22 | 1.3252 | 0.0666 | 1.3252 | 1.1512 |
63
+ | No log | 6.0 | 24 | 1.3793 | 0.0230 | 1.3793 | 1.1745 |
64
+ | No log | 6.5 | 26 | 1.3470 | 0.0494 | 1.3470 | 1.1606 |
65
+ | No log | 7.0 | 28 | 1.3072 | 0.1174 | 1.3072 | 1.1433 |
66
+ | No log | 7.5 | 30 | 1.3783 | 0.0404 | 1.3783 | 1.1740 |
67
+ | No log | 8.0 | 32 | 1.3873 | 0.0494 | 1.3873 | 1.1778 |
68
+ | No log | 8.5 | 34 | 1.3734 | 0.0833 | 1.3734 | 1.1719 |
69
+ | No log | 9.0 | 36 | 1.3523 | 0.1612 | 1.3523 | 1.1629 |
70
+ | No log | 9.5 | 38 | 1.3077 | 0.1695 | 1.3077 | 1.1435 |
71
+ | No log | 10.0 | 40 | 1.2832 | 0.1037 | 1.2832 | 1.1328 |
72
+ | No log | 10.5 | 42 | 1.2498 | 0.1688 | 1.2498 | 1.1179 |
73
+ | No log | 11.0 | 44 | 1.2599 | 0.1612 | 1.2599 | 1.1224 |
74
+ | No log | 11.5 | 46 | 1.2605 | 0.1267 | 1.2605 | 1.1227 |
75
+ | No log | 12.0 | 48 | 1.2319 | 0.2057 | 1.2319 | 1.1099 |
76
+ | No log | 12.5 | 50 | 1.2313 | 0.1727 | 1.2313 | 1.1096 |
77
+ | No log | 13.0 | 52 | 1.2357 | 0.1820 | 1.2357 | 1.1116 |
78
+ | No log | 13.5 | 54 | 1.2227 | 0.1886 | 1.2227 | 1.1057 |
79
+ | No log | 14.0 | 56 | 1.2204 | 0.1960 | 1.2204 | 1.1047 |
80
+ | No log | 14.5 | 58 | 1.2952 | 0.1045 | 1.2952 | 1.1381 |
81
+ | No log | 15.0 | 60 | 1.3124 | 0.1045 | 1.3124 | 1.1456 |
82
+ | No log | 15.5 | 62 | 1.2704 | 0.1805 | 1.2704 | 1.1271 |
83
+ | No log | 16.0 | 64 | 1.2768 | 0.1704 | 1.2768 | 1.1299 |
84
+ | No log | 16.5 | 66 | 1.2894 | 0.1975 | 1.2894 | 1.1355 |
85
+ | No log | 17.0 | 68 | 1.3015 | 0.1540 | 1.3015 | 1.1408 |
86
+ | No log | 17.5 | 70 | 1.3424 | 0.1202 | 1.3424 | 1.1586 |
87
+ | No log | 18.0 | 72 | 1.3058 | 0.1634 | 1.3058 | 1.1427 |
88
+ | No log | 18.5 | 74 | 1.2674 | 0.0855 | 1.2674 | 1.1258 |
89
+ | No log | 19.0 | 76 | 1.3583 | 0.1516 | 1.3583 | 1.1655 |
90
+ | No log | 19.5 | 78 | 1.3804 | 0.1796 | 1.3804 | 1.1749 |
91
+ | No log | 20.0 | 80 | 1.3066 | 0.0513 | 1.3066 | 1.1431 |
92
+ | No log | 20.5 | 82 | 1.2569 | 0.0951 | 1.2569 | 1.1211 |
93
+ | No log | 21.0 | 84 | 1.2799 | 0.1397 | 1.2799 | 1.1313 |
94
+ | No log | 21.5 | 86 | 1.2790 | 0.1688 | 1.2790 | 1.1309 |
95
+ | No log | 22.0 | 88 | 1.3164 | 0.2006 | 1.3164 | 1.1473 |
96
+ | No log | 22.5 | 90 | 1.3087 | 0.2050 | 1.3087 | 1.1440 |
97
+ | No log | 23.0 | 92 | 1.2832 | 0.1581 | 1.2832 | 1.1328 |
98
+ | No log | 23.5 | 94 | 1.2787 | 0.2029 | 1.2787 | 1.1308 |
99
+ | No log | 24.0 | 96 | 1.3146 | 0.1419 | 1.3146 | 1.1466 |
100
+ | No log | 24.5 | 98 | 1.3142 | 0.2579 | 1.3142 | 1.1464 |
101
+ | No log | 25.0 | 100 | 1.3135 | 0.0833 | 1.3135 | 1.1461 |
102
+ | No log | 25.5 | 102 | 1.2819 | 0.0833 | 1.2819 | 1.1322 |
103
+ | No log | 26.0 | 104 | 1.2357 | 0.1903 | 1.2357 | 1.1116 |
104
+ | No log | 26.5 | 106 | 1.2199 | 0.2401 | 1.2199 | 1.1045 |
105
+ | No log | 27.0 | 108 | 1.1903 | 0.2300 | 1.1903 | 1.0910 |
106
+ | No log | 27.5 | 110 | 1.1781 | 0.2111 | 1.1781 | 1.0854 |
107
+ | No log | 28.0 | 112 | 1.1850 | 0.2167 | 1.1850 | 1.0886 |
108
+ | No log | 28.5 | 114 | 1.1948 | 0.2010 | 1.1948 | 1.0931 |
109
+ | No log | 29.0 | 116 | 1.2014 | 0.2255 | 1.2014 | 1.0961 |
110
+ | No log | 29.5 | 118 | 1.2174 | 0.1805 | 1.2174 | 1.1034 |
111
+ | No log | 30.0 | 120 | 1.2285 | 0.1805 | 1.2285 | 1.1084 |
112
+ | No log | 30.5 | 122 | 1.2349 | 0.2057 | 1.2349 | 1.1113 |
113
+ | No log | 31.0 | 124 | 1.2406 | 0.1612 | 1.2406 | 1.1138 |
114
+ | No log | 31.5 | 126 | 1.2669 | 0.0833 | 1.2669 | 1.1256 |
115
+ | No log | 32.0 | 128 | 1.2552 | 0.1960 | 1.2552 | 1.1204 |
116
+ | No log | 32.5 | 130 | 1.2811 | 0.0806 | 1.2811 | 1.1318 |
117
+ | No log | 33.0 | 132 | 1.3440 | 0.1713 | 1.3440 | 1.1593 |
118
+ | No log | 33.5 | 134 | 1.3140 | 0.1519 | 1.3140 | 1.1463 |
119
+ | No log | 34.0 | 136 | 1.2533 | 0.0686 | 1.2533 | 1.1195 |
120
+ | No log | 34.5 | 138 | 1.2279 | 0.1709 | 1.2279 | 1.1081 |
121
+ | No log | 35.0 | 140 | 1.2391 | 0.1709 | 1.2391 | 1.1131 |
122
+ | No log | 35.5 | 142 | 1.2433 | 0.2241 | 1.2433 | 1.1150 |
123
+ | No log | 36.0 | 144 | 1.3121 | 0.1485 | 1.3121 | 1.1455 |
124
+ | No log | 36.5 | 146 | 1.4577 | 0.2227 | 1.4576 | 1.2073 |
125
+ | No log | 37.0 | 148 | 1.5015 | 0.1257 | 1.5015 | 1.2253 |
126
+ | No log | 37.5 | 150 | 1.4686 | 0.1580 | 1.4686 | 1.2118 |
127
+ | No log | 38.0 | 152 | 1.4135 | 0.1845 | 1.4135 | 1.1889 |
128
+ | No log | 38.5 | 154 | 1.3084 | 0.2184 | 1.3084 | 1.1439 |
129
+ | No log | 39.0 | 156 | 1.2566 | 0.1362 | 1.2566 | 1.1210 |
130
+ | No log | 39.5 | 158 | 1.2963 | 0.1733 | 1.2963 | 1.1386 |
131
+ | No log | 40.0 | 160 | 1.2944 | 0.1733 | 1.2944 | 1.1377 |
132
+ | No log | 40.5 | 162 | 1.2565 | 0.1576 | 1.2565 | 1.1209 |
133
+ | No log | 41.0 | 164 | 1.2449 | 0.1709 | 1.2449 | 1.1158 |
134
+ | No log | 41.5 | 166 | 1.2444 | 0.1756 | 1.2444 | 1.1155 |
135
+ | No log | 42.0 | 168 | 1.2269 | 0.1646 | 1.2269 | 1.1076 |
136
+ | No log | 42.5 | 170 | 1.2099 | 0.2057 | 1.2099 | 1.1000 |
137
+ | No log | 43.0 | 172 | 1.2104 | 0.1766 | 1.2104 | 1.1002 |
138
+ | No log | 43.5 | 174 | 1.2144 | 0.2016 | 1.2144 | 1.1020 |
139
+ | No log | 44.0 | 176 | 1.2094 | 0.2113 | 1.2094 | 1.0997 |
140
+ | No log | 44.5 | 178 | 1.2055 | 0.2057 | 1.2055 | 1.0980 |
141
+ | No log | 45.0 | 180 | 1.1989 | 0.1612 | 1.1989 | 1.0950 |
142
+ | No log | 45.5 | 182 | 1.1986 | 0.1671 | 1.1986 | 1.0948 |
143
+ | No log | 46.0 | 184 | 1.1923 | 0.1612 | 1.1923 | 1.0919 |
144
+ | No log | 46.5 | 186 | 1.1910 | 0.1709 | 1.1910 | 1.0913 |
145
+ | No log | 47.0 | 188 | 1.1952 | 0.1709 | 1.1952 | 1.0932 |
146
+ | No log | 47.5 | 190 | 1.2098 | 0.1328 | 1.2098 | 1.0999 |
147
+ | No log | 48.0 | 192 | 1.2222 | 0.1328 | 1.2222 | 1.1055 |
148
+ | No log | 48.5 | 194 | 1.2331 | 0.1235 | 1.2331 | 1.1104 |
149
+ | No log | 49.0 | 196 | 1.2336 | 0.0896 | 1.2336 | 1.1107 |
150
+ | No log | 49.5 | 198 | 1.2112 | 0.1328 | 1.2112 | 1.1005 |
151
+ | No log | 50.0 | 200 | 1.1956 | 0.2016 | 1.1956 | 1.0934 |
152
+ | No log | 50.5 | 202 | 1.1793 | 0.1709 | 1.1793 | 1.0860 |
153
+ | No log | 51.0 | 204 | 1.1707 | 0.1944 | 1.1707 | 1.0820 |
154
+ | No log | 51.5 | 206 | 1.1707 | 0.1944 | 1.1707 | 1.0820 |
155
+ | No log | 52.0 | 208 | 1.1844 | 0.1832 | 1.1844 | 1.0883 |
156
+ | No log | 52.5 | 210 | 1.2033 | 0.1975 | 1.2033 | 1.0969 |
157
+ | No log | 53.0 | 212 | 1.2042 | 0.2365 | 1.2042 | 1.0973 |
158
+ | No log | 53.5 | 214 | 1.1954 | 0.1646 | 1.1954 | 1.0933 |
159
+ | No log | 54.0 | 216 | 1.1961 | 0.1301 | 1.1961 | 1.0937 |
160
+ | No log | 54.5 | 218 | 1.1963 | 0.2113 | 1.1963 | 1.0937 |
161
+ | No log | 55.0 | 220 | 1.1995 | 0.1515 | 1.1995 | 1.0952 |
162
+ | No log | 55.5 | 222 | 1.1978 | 0.1856 | 1.1978 | 1.0944 |
163
+ | No log | 56.0 | 224 | 1.1917 | 0.2462 | 1.1917 | 1.0916 |
164
+ | No log | 56.5 | 226 | 1.1877 | 0.2462 | 1.1877 | 1.0898 |
165
+ | No log | 57.0 | 228 | 1.1861 | 0.2462 | 1.1861 | 1.0891 |
166
+ | No log | 57.5 | 230 | 1.1854 | 0.2509 | 1.1854 | 1.0887 |
167
+ | No log | 58.0 | 232 | 1.1982 | 0.2199 | 1.1982 | 1.0946 |
168
+ | No log | 58.5 | 234 | 1.2178 | 0.1212 | 1.2178 | 1.1036 |
169
+ | No log | 59.0 | 236 | 1.2345 | 0.1371 | 1.2345 | 1.1111 |
170
+ | No log | 59.5 | 238 | 1.2338 | 0.1371 | 1.2338 | 1.1107 |
171
+ | No log | 60.0 | 240 | 1.2218 | 0.1371 | 1.2218 | 1.1053 |
172
+ | No log | 60.5 | 242 | 1.2109 | 0.1992 | 1.2109 | 1.1004 |
173
+ | No log | 61.0 | 244 | 1.2074 | 0.2199 | 1.2074 | 1.0988 |
174
+ | No log | 61.5 | 246 | 1.2079 | 0.2100 | 1.2079 | 1.0990 |
175
+ | No log | 62.0 | 248 | 1.2077 | 0.2100 | 1.2077 | 1.0990 |
176
+ | No log | 62.5 | 250 | 1.2111 | 0.2199 | 1.2111 | 1.1005 |
177
+ | No log | 63.0 | 252 | 1.2185 | 0.1992 | 1.2185 | 1.1039 |
178
+ | No log | 63.5 | 254 | 1.2249 | 0.1992 | 1.2249 | 1.1068 |
179
+ | No log | 64.0 | 256 | 1.2309 | 0.2089 | 1.2309 | 1.1094 |
180
+ | No log | 64.5 | 258 | 1.2396 | 0.1780 | 1.2396 | 1.1134 |
181
+ | No log | 65.0 | 260 | 1.2358 | 0.1683 | 1.2358 | 1.1117 |
182
+ | No log | 65.5 | 262 | 1.2282 | 0.1491 | 1.2282 | 1.1083 |
183
+ | No log | 66.0 | 264 | 1.2173 | 0.1747 | 1.2173 | 1.1033 |
184
+ | No log | 66.5 | 266 | 1.2066 | 0.1650 | 1.2066 | 1.0985 |
185
+ | No log | 67.0 | 268 | 1.1977 | 0.1650 | 1.1977 | 1.0944 |
186
+ | No log | 67.5 | 270 | 1.1907 | 0.1650 | 1.1907 | 1.0912 |
187
+ | No log | 68.0 | 272 | 1.1900 | 0.1493 | 1.1900 | 1.0909 |
188
+ | No log | 68.5 | 274 | 1.1941 | 0.1845 | 1.1941 | 1.0928 |
189
+ | No log | 69.0 | 276 | 1.1981 | 0.2043 | 1.1981 | 1.0946 |
190
+ | No log | 69.5 | 278 | 1.1969 | 0.2100 | 1.1969 | 1.0940 |
191
+ | No log | 70.0 | 280 | 1.2022 | 0.1650 | 1.2022 | 1.0964 |
192
+ | No log | 70.5 | 282 | 1.2051 | 0.1650 | 1.2051 | 1.0978 |
193
+ | No log | 71.0 | 284 | 1.2057 | 0.1650 | 1.2057 | 1.0980 |
194
+ | No log | 71.5 | 286 | 1.2072 | 0.1650 | 1.2072 | 1.0987 |
195
+ | No log | 72.0 | 288 | 1.2112 | 0.1747 | 1.2112 | 1.1005 |
196
+ | No log | 72.5 | 290 | 1.2191 | 0.2199 | 1.2191 | 1.1041 |
197
+ | No log | 73.0 | 292 | 1.2237 | 0.2043 | 1.2237 | 1.1062 |
198
+ | No log | 73.5 | 294 | 1.2307 | 0.1780 | 1.2307 | 1.1094 |
199
+ | No log | 74.0 | 296 | 1.2350 | 0.1336 | 1.2350 | 1.1113 |
200
+ | No log | 74.5 | 298 | 1.2366 | 0.1551 | 1.2366 | 1.1120 |
201
+ | No log | 75.0 | 300 | 1.2382 | 0.1650 | 1.2382 | 1.1128 |
202
+ | No log | 75.5 | 302 | 1.2398 | 0.1206 | 1.2398 | 1.1135 |
203
+ | No log | 76.0 | 304 | 1.2389 | 0.1206 | 1.2389 | 1.1130 |
204
+ | No log | 76.5 | 306 | 1.2386 | 0.1206 | 1.2386 | 1.1129 |
205
+ | No log | 77.0 | 308 | 1.2370 | 0.1301 | 1.2370 | 1.1122 |
206
+ | No log | 77.5 | 310 | 1.2402 | 0.1646 | 1.2402 | 1.1136 |
207
+ | No log | 78.0 | 312 | 1.2436 | 0.1491 | 1.2436 | 1.1152 |
208
+ | No log | 78.5 | 314 | 1.2505 | 0.1336 | 1.2505 | 1.1183 |
209
+ | No log | 79.0 | 316 | 1.2542 | 0.1431 | 1.2542 | 1.1199 |
210
+ | No log | 79.5 | 318 | 1.2529 | 0.1491 | 1.2529 | 1.1193 |
211
+ | No log | 80.0 | 320 | 1.2471 | 0.1646 | 1.2471 | 1.1167 |
212
+ | No log | 80.5 | 322 | 1.2421 | 0.1551 | 1.2421 | 1.1145 |
213
+ | No log | 81.0 | 324 | 1.2422 | 0.1206 | 1.2422 | 1.1145 |
214
+ | No log | 81.5 | 326 | 1.2438 | 0.1206 | 1.2438 | 1.1152 |
215
+ | No log | 82.0 | 328 | 1.2415 | 0.1206 | 1.2415 | 1.1142 |
216
+ | No log | 82.5 | 330 | 1.2391 | 0.1551 | 1.2391 | 1.1131 |
217
+ | No log | 83.0 | 332 | 1.2376 | 0.1646 | 1.2376 | 1.1125 |
218
+ | No log | 83.5 | 334 | 1.2370 | 0.1742 | 1.2370 | 1.1122 |
219
+ | No log | 84.0 | 336 | 1.2355 | 0.2089 | 1.2355 | 1.1115 |
220
+ | No log | 84.5 | 338 | 1.2317 | 0.1742 | 1.2317 | 1.1098 |
221
+ | No log | 85.0 | 340 | 1.2273 | 0.1747 | 1.2273 | 1.1078 |
222
+ | No log | 85.5 | 342 | 1.2255 | 0.1747 | 1.2255 | 1.1070 |
223
+ | No log | 86.0 | 344 | 1.2247 | 0.1301 | 1.2247 | 1.1067 |
224
+ | No log | 86.5 | 346 | 1.2235 | 0.1301 | 1.2235 | 1.1061 |
225
+ | No log | 87.0 | 348 | 1.2231 | 0.1206 | 1.2231 | 1.1060 |
226
+ | No log | 87.5 | 350 | 1.2240 | 0.1612 | 1.2240 | 1.1064 |
227
+ | No log | 88.0 | 352 | 1.2238 | 0.1612 | 1.2238 | 1.1062 |
228
+ | No log | 88.5 | 354 | 1.2224 | 0.1206 | 1.2224 | 1.1056 |
229
+ | No log | 89.0 | 356 | 1.2211 | 0.1397 | 1.2211 | 1.1050 |
230
+ | No log | 89.5 | 358 | 1.2208 | 0.1493 | 1.2208 | 1.1049 |
231
+ | No log | 90.0 | 360 | 1.2207 | 0.1845 | 1.2207 | 1.1049 |
232
+ | No log | 90.5 | 362 | 1.2226 | 0.1845 | 1.2226 | 1.1057 |
233
+ | No log | 91.0 | 364 | 1.2258 | 0.1786 | 1.2258 | 1.1072 |
234
+ | No log | 91.5 | 366 | 1.2275 | 0.1886 | 1.2275 | 1.1079 |
235
+ | No log | 92.0 | 368 | 1.2284 | 0.1683 | 1.2284 | 1.1083 |
236
+ | No log | 92.5 | 370 | 1.2278 | 0.1683 | 1.2278 | 1.1081 |
237
+ | No log | 93.0 | 372 | 1.2290 | 0.1683 | 1.2290 | 1.1086 |
238
+ | No log | 93.5 | 374 | 1.2281 | 0.1683 | 1.2281 | 1.1082 |
239
+ | No log | 94.0 | 376 | 1.2281 | 0.1683 | 1.2281 | 1.1082 |
240
+ | No log | 94.5 | 378 | 1.2269 | 0.1886 | 1.2269 | 1.1076 |
241
+ | No log | 95.0 | 380 | 1.2257 | 0.1886 | 1.2257 | 1.1071 |
242
+ | No log | 95.5 | 382 | 1.2252 | 0.1886 | 1.2252 | 1.1069 |
243
+ | No log | 96.0 | 384 | 1.2249 | 0.1886 | 1.2249 | 1.1067 |
244
+ | No log | 96.5 | 386 | 1.2244 | 0.1886 | 1.2244 | 1.1065 |
245
+ | No log | 97.0 | 388 | 1.2242 | 0.1886 | 1.2242 | 1.1064 |
246
+ | No log | 97.5 | 390 | 1.2244 | 0.1886 | 1.2244 | 1.1065 |
247
+ | No log | 98.0 | 392 | 1.2244 | 0.1886 | 1.2244 | 1.1065 |
248
+ | No log | 98.5 | 394 | 1.2247 | 0.1886 | 1.2247 | 1.1066 |
249
+ | No log | 99.0 | 396 | 1.2246 | 0.1886 | 1.2246 | 1.1066 |
250
+ | No log | 99.5 | 398 | 1.2246 | 0.1886 | 1.2246 | 1.1066 |
251
+ | No log | 100.0 | 400 | 1.2246 | 0.1886 | 1.2246 | 1.1066 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
252
 
253
 
254
  ### Framework versions
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