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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k2_task1_organization

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  1. README.md +158 -263
  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_task1_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_task1_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: 0.8573
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- - Qwk: 0.6901
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- - Mse: 0.8573
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- - Rmse: 0.9259
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  ## Model description
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@@ -47,263 +47,158 @@ 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 | 0.1667 | 2 | 7.3672 | 0.0054 | 7.3672 | 2.7143 |
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- | No log | 0.3333 | 4 | 4.3561 | 0.0894 | 4.3561 | 2.0871 |
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- | No log | 0.5 | 6 | 2.8990 | 0.0970 | 2.8990 | 1.7026 |
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- | No log | 0.6667 | 8 | 2.1016 | 0.1805 | 2.1016 | 1.4497 |
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- | No log | 0.8333 | 10 | 1.5960 | 0.2182 | 1.5960 | 1.2633 |
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- | No log | 1.0 | 12 | 1.7976 | 0.1682 | 1.7976 | 1.3408 |
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- | No log | 1.1667 | 14 | 1.6869 | 0.2222 | 1.6869 | 1.2988 |
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- | No log | 1.3333 | 16 | 1.5642 | 0.4286 | 1.5642 | 1.2507 |
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- | No log | 1.5 | 18 | 1.5181 | 0.4407 | 1.5181 | 1.2321 |
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- | No log | 1.6667 | 20 | 1.4633 | 0.3273 | 1.4633 | 1.2097 |
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- | No log | 1.8333 | 22 | 1.7148 | 0.2202 | 1.7148 | 1.3095 |
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- | No log | 2.0 | 24 | 2.6820 | 0.0400 | 2.6820 | 1.6377 |
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- | No log | 2.1667 | 26 | 2.9629 | 0.0261 | 2.9629 | 1.7213 |
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- | No log | 2.3333 | 28 | 2.6512 | 0.0 | 2.6512 | 1.6282 |
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- | No log | 2.5 | 30 | 2.2476 | 0.0405 | 2.2476 | 1.4992 |
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- | No log | 2.6667 | 32 | 1.8784 | 0.3636 | 1.8784 | 1.3705 |
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- | No log | 2.8333 | 34 | 1.8026 | 0.2906 | 1.8026 | 1.3426 |
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- | No log | 3.0 | 36 | 1.6351 | 0.1509 | 1.6351 | 1.2787 |
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- | No log | 3.1667 | 38 | 1.5848 | 0.1524 | 1.5848 | 1.2589 |
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- | No log | 3.3333 | 40 | 1.5789 | 0.1887 | 1.5789 | 1.2565 |
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- | No log | 3.5 | 42 | 1.5603 | 0.2569 | 1.5603 | 1.2491 |
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- | No log | 3.6667 | 44 | 1.5227 | 0.3419 | 1.5227 | 1.2340 |
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- | No log | 3.8333 | 46 | 1.5477 | 0.4098 | 1.5477 | 1.2441 |
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- | No log | 4.0 | 48 | 1.4713 | 0.3802 | 1.4713 | 1.2130 |
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- | No log | 4.1667 | 50 | 1.4296 | 0.3636 | 1.4296 | 1.1957 |
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- | No log | 4.3333 | 52 | 1.3937 | 0.3636 | 1.3937 | 1.1806 |
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- | No log | 4.5 | 54 | 1.3971 | 0.4228 | 1.3971 | 1.1820 |
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- | No log | 4.6667 | 56 | 1.3061 | 0.3934 | 1.3061 | 1.1429 |
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- | No log | 4.8333 | 58 | 1.2356 | 0.4132 | 1.2356 | 1.1116 |
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- | No log | 5.0 | 60 | 1.3720 | 0.3871 | 1.3720 | 1.1713 |
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- | No log | 5.1667 | 62 | 1.6895 | 0.3664 | 1.6895 | 1.2998 |
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- | No log | 5.3333 | 64 | 1.5008 | 0.4 | 1.5008 | 1.2251 |
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- | No log | 5.5 | 66 | 1.0946 | 0.4567 | 1.0946 | 1.0462 |
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- | No log | 5.6667 | 68 | 1.0792 | 0.4762 | 1.0792 | 1.0388 |
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- | No log | 5.8333 | 70 | 1.1416 | 0.4921 | 1.1416 | 1.0685 |
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- | No log | 6.0 | 72 | 0.9686 | 0.5079 | 0.9686 | 0.9842 |
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- | No log | 6.1667 | 74 | 1.0672 | 0.5606 | 1.0672 | 1.0331 |
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- | No log | 6.3333 | 76 | 1.2557 | 0.5224 | 1.2557 | 1.1206 |
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- | No log | 6.5 | 78 | 1.0811 | 0.5373 | 1.0811 | 1.0397 |
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- | No log | 6.6667 | 80 | 0.9185 | 0.6074 | 0.9185 | 0.9584 |
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- | No log | 6.8333 | 82 | 0.8898 | 0.6370 | 0.8898 | 0.9433 |
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- | No log | 7.0 | 84 | 0.8830 | 0.6212 | 0.8830 | 0.9397 |
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- | No log | 7.1667 | 86 | 0.9032 | 0.6667 | 0.9032 | 0.9503 |
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- | No log | 7.3333 | 88 | 1.0402 | 0.5839 | 1.0402 | 1.0199 |
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- | No log | 7.5 | 90 | 1.1700 | 0.5899 | 1.1700 | 1.0816 |
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- | No log | 7.6667 | 92 | 1.3825 | 0.5379 | 1.3825 | 1.1758 |
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- | No log | 7.8333 | 94 | 1.2533 | 0.5775 | 1.2533 | 1.1195 |
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- | No log | 8.0 | 96 | 0.9856 | 0.5839 | 0.9856 | 0.9928 |
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- | No log | 8.1667 | 98 | 0.9542 | 0.6857 | 0.9542 | 0.9768 |
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- | No log | 8.3333 | 100 | 0.9565 | 0.6667 | 0.9565 | 0.9780 |
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- | No log | 8.5 | 102 | 0.9140 | 0.6571 | 0.9140 | 0.9560 |
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- | No log | 8.6667 | 104 | 0.9110 | 0.6619 | 0.9110 | 0.9544 |
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- | No log | 8.8333 | 106 | 0.9151 | 0.6957 | 0.9151 | 0.9566 |
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- | No log | 9.0 | 108 | 0.8953 | 0.7092 | 0.8953 | 0.9462 |
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- | No log | 9.1667 | 110 | 0.8803 | 0.6621 | 0.8803 | 0.9382 |
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- | No log | 9.3333 | 112 | 0.8661 | 0.7194 | 0.8661 | 0.9307 |
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- | No log | 9.5 | 114 | 0.8383 | 0.7 | 0.8383 | 0.9156 |
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- | No log | 9.6667 | 116 | 0.8795 | 0.7133 | 0.8795 | 0.9378 |
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- | No log | 9.8333 | 118 | 0.9251 | 0.6755 | 0.9251 | 0.9618 |
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- | No log | 10.0 | 120 | 0.8554 | 0.6897 | 0.8554 | 0.9249 |
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- | No log | 10.1667 | 122 | 0.7505 | 0.7413 | 0.7505 | 0.8663 |
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- | No log | 10.3333 | 124 | 0.7487 | 0.7260 | 0.7487 | 0.8653 |
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- | No log | 10.5 | 126 | 0.8157 | 0.6849 | 0.8157 | 0.9032 |
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- | No log | 10.6667 | 128 | 0.8512 | 0.6711 | 0.8512 | 0.9226 |
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- | No log | 10.8333 | 130 | 0.8009 | 0.6351 | 0.8009 | 0.8949 |
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- | No log | 11.0 | 132 | 0.9431 | 0.7375 | 0.9431 | 0.9711 |
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- | No log | 11.1667 | 134 | 1.2280 | 0.5934 | 1.2280 | 1.1081 |
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- | No log | 11.3333 | 136 | 1.2483 | 0.6102 | 1.2483 | 1.1173 |
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- | No log | 11.5 | 138 | 0.9950 | 0.6154 | 0.9950 | 0.9975 |
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- | No log | 11.6667 | 140 | 1.2108 | 0.5430 | 1.2108 | 1.1003 |
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- | No log | 11.8333 | 142 | 1.4352 | 0.4490 | 1.4352 | 1.1980 |
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- | No log | 12.0 | 144 | 1.2664 | 0.4930 | 1.2664 | 1.1253 |
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- | No log | 12.1667 | 146 | 1.1165 | 0.5588 | 1.1165 | 1.0566 |
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- | No log | 12.3333 | 148 | 0.9874 | 0.6618 | 0.9874 | 0.9937 |
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- | No log | 12.5 | 150 | 0.9292 | 0.6620 | 0.9292 | 0.9639 |
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- | No log | 12.6667 | 152 | 0.8991 | 0.6712 | 0.8991 | 0.9482 |
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- | No log | 12.8333 | 154 | 0.9214 | 0.6389 | 0.9214 | 0.9599 |
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- | No log | 13.0 | 156 | 0.9078 | 0.7143 | 0.9078 | 0.9528 |
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- | No log | 13.1667 | 158 | 0.8161 | 0.6621 | 0.8161 | 0.9034 |
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- | No log | 13.3333 | 160 | 0.7923 | 0.7285 | 0.7923 | 0.8901 |
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- | No log | 13.5 | 162 | 0.7982 | 0.7059 | 0.7982 | 0.8934 |
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- | No log | 13.6667 | 164 | 0.7568 | 0.7368 | 0.7568 | 0.8699 |
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- | No log | 13.8333 | 166 | 0.7687 | 0.7114 | 0.7687 | 0.8767 |
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- | No log | 14.0 | 168 | 0.8393 | 0.7347 | 0.8393 | 0.9161 |
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- | No log | 14.1667 | 170 | 0.8855 | 0.7172 | 0.8855 | 0.9410 |
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- | No log | 14.3333 | 172 | 0.8941 | 0.6569 | 0.8941 | 0.9456 |
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- | No log | 14.5 | 174 | 0.8464 | 0.6806 | 0.8464 | 0.9200 |
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- | No log | 14.6667 | 176 | 0.8355 | 0.6803 | 0.8355 | 0.9141 |
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- | No log | 14.8333 | 178 | 0.8618 | 0.7013 | 0.8618 | 0.9283 |
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- | No log | 15.0 | 180 | 0.8712 | 0.6883 | 0.8712 | 0.9334 |
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- | No log | 15.1667 | 182 | 0.8598 | 0.6928 | 0.8598 | 0.9273 |
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- | No log | 15.3333 | 184 | 0.8598 | 0.6795 | 0.8598 | 0.9273 |
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- | No log | 15.5 | 186 | 0.8974 | 0.6883 | 0.8974 | 0.9473 |
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- | No log | 15.6667 | 188 | 0.8235 | 0.6667 | 0.8235 | 0.9075 |
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- | No log | 15.8333 | 190 | 0.7743 | 0.7059 | 0.7743 | 0.8799 |
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- | No log | 16.0 | 192 | 0.8033 | 0.7089 | 0.8033 | 0.8963 |
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- | No log | 16.1667 | 194 | 0.8445 | 0.7397 | 0.8445 | 0.9189 |
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- | No log | 16.3333 | 196 | 0.9384 | 0.6405 | 0.9384 | 0.9687 |
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- | No log | 16.5 | 198 | 0.9638 | 0.6447 | 0.9638 | 0.9817 |
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- | No log | 16.6667 | 200 | 0.9413 | 0.6286 | 0.9413 | 0.9702 |
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- | No log | 16.8333 | 202 | 0.9387 | 0.6763 | 0.9387 | 0.9689 |
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- | No log | 17.0 | 204 | 1.0186 | 0.6711 | 1.0186 | 1.0092 |
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- | No log | 17.1667 | 206 | 0.9461 | 0.6711 | 0.9461 | 0.9727 |
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- | No log | 17.3333 | 208 | 0.8305 | 0.6897 | 0.8305 | 0.9113 |
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- | No log | 17.5 | 210 | 0.7699 | 0.7162 | 0.7699 | 0.8774 |
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- | No log | 17.6667 | 212 | 0.7876 | 0.6849 | 0.7876 | 0.8875 |
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- | No log | 17.8333 | 214 | 0.8182 | 0.7162 | 0.8182 | 0.9045 |
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- | No log | 18.0 | 216 | 0.8510 | 0.6853 | 0.8510 | 0.9225 |
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- | No log | 18.1667 | 218 | 0.8421 | 0.6619 | 0.8421 | 0.9177 |
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- | No log | 18.3333 | 220 | 0.8378 | 0.6619 | 0.8378 | 0.9153 |
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- | No log | 18.5 | 222 | 0.8072 | 0.6667 | 0.8072 | 0.8985 |
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- | No log | 18.6667 | 224 | 0.7988 | 0.7083 | 0.7988 | 0.8937 |
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- | No log | 18.8333 | 226 | 0.7747 | 0.7034 | 0.7747 | 0.8802 |
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- | No log | 19.0 | 228 | 0.7612 | 0.7133 | 0.7612 | 0.8725 |
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- | No log | 19.1667 | 230 | 0.7768 | 0.6522 | 0.7768 | 0.8814 |
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- | No log | 19.3333 | 232 | 0.8259 | 0.6619 | 0.8259 | 0.9088 |
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- | No log | 19.5 | 234 | 0.8803 | 0.6761 | 0.8803 | 0.9382 |
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- | No log | 19.6667 | 236 | 0.9597 | 0.6622 | 0.9597 | 0.9796 |
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- | No log | 19.8333 | 238 | 0.9896 | 0.6622 | 0.9896 | 0.9948 |
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- | No log | 20.0 | 240 | 0.9436 | 0.6620 | 0.9436 | 0.9714 |
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- | No log | 20.1667 | 242 | 0.8999 | 0.6667 | 0.8999 | 0.9486 |
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- | No log | 20.3333 | 244 | 0.8878 | 0.6667 | 0.8878 | 0.9422 |
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- | No log | 20.5 | 246 | 0.8667 | 0.6667 | 0.8667 | 0.9310 |
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- | No log | 20.6667 | 248 | 0.8207 | 0.6763 | 0.8207 | 0.9059 |
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- | No log | 20.8333 | 250 | 0.7915 | 0.6619 | 0.7915 | 0.8896 |
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- | No log | 21.0 | 252 | 0.7732 | 0.7075 | 0.7732 | 0.8793 |
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- | No log | 21.1667 | 254 | 0.7611 | 0.6933 | 0.7611 | 0.8724 |
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- | No log | 21.3333 | 256 | 0.7380 | 0.7105 | 0.7380 | 0.8591 |
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- | No log | 21.5 | 258 | 0.7093 | 0.7105 | 0.7093 | 0.8422 |
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- | No log | 21.6667 | 260 | 0.6906 | 0.7273 | 0.6906 | 0.8310 |
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- | No log | 21.8333 | 262 | 0.7203 | 0.7397 | 0.7203 | 0.8487 |
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- | No log | 22.0 | 264 | 0.7386 | 0.7448 | 0.7386 | 0.8594 |
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- | No log | 22.1667 | 266 | 0.7446 | 0.6892 | 0.7446 | 0.8629 |
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- | No log | 22.3333 | 268 | 0.7510 | 0.7 | 0.7510 | 0.8666 |
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- | No log | 22.5 | 270 | 0.7603 | 0.6857 | 0.7603 | 0.8720 |
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- | No log | 22.6667 | 272 | 0.7307 | 0.6619 | 0.7307 | 0.8548 |
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- | No log | 22.8333 | 274 | 0.7135 | 0.6857 | 0.7135 | 0.8447 |
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- | No log | 23.0 | 276 | 0.6919 | 0.6986 | 0.6919 | 0.8318 |
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- | No log | 23.1667 | 278 | 0.7058 | 0.6944 | 0.7058 | 0.8401 |
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- | No log | 23.3333 | 280 | 0.6868 | 0.6974 | 0.6868 | 0.8288 |
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- | No log | 23.5 | 282 | 0.7026 | 0.7515 | 0.7026 | 0.8382 |
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- | No log | 23.6667 | 284 | 0.7489 | 0.7456 | 0.7489 | 0.8654 |
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- | No log | 23.8333 | 286 | 0.7980 | 0.7701 | 0.7980 | 0.8933 |
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- | No log | 24.0 | 288 | 0.7649 | 0.7342 | 0.7649 | 0.8746 |
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- | No log | 24.1667 | 290 | 0.7643 | 0.6883 | 0.7643 | 0.8742 |
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- | No log | 24.3333 | 292 | 0.8348 | 0.6806 | 0.8348 | 0.9137 |
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- | No log | 24.5 | 294 | 0.8530 | 0.6993 | 0.8530 | 0.9236 |
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- | No log | 24.6667 | 296 | 0.8486 | 0.6667 | 0.8486 | 0.9212 |
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- | No log | 24.8333 | 298 | 0.8976 | 0.6667 | 0.8976 | 0.9474 |
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- | No log | 25.0 | 300 | 0.9772 | 0.6755 | 0.9772 | 0.9885 |
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- | No log | 25.1667 | 302 | 1.0322 | 0.6752 | 1.0322 | 1.0160 |
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- | No log | 25.3333 | 304 | 0.9804 | 0.6710 | 0.9804 | 0.9902 |
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- | No log | 25.5 | 306 | 0.8856 | 0.6939 | 0.8856 | 0.9411 |
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- | No log | 25.6667 | 308 | 0.8097 | 0.7273 | 0.8097 | 0.8999 |
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- | No log | 25.8333 | 310 | 0.7846 | 0.6761 | 0.7846 | 0.8858 |
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- | No log | 26.0 | 312 | 0.8026 | 0.6761 | 0.8026 | 0.8959 |
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- | No log | 26.1667 | 314 | 0.7899 | 0.6525 | 0.7899 | 0.8888 |
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- | No log | 26.3333 | 316 | 0.7909 | 0.6620 | 0.7909 | 0.8893 |
210
- | No log | 26.5 | 318 | 0.8832 | 0.6806 | 0.8832 | 0.9398 |
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- | No log | 26.6667 | 320 | 0.9261 | 0.6621 | 0.9261 | 0.9623 |
212
- | No log | 26.8333 | 322 | 0.8914 | 0.6980 | 0.8914 | 0.9442 |
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- | No log | 27.0 | 324 | 0.8342 | 0.7183 | 0.8342 | 0.9133 |
214
- | No log | 27.1667 | 326 | 0.8064 | 0.6950 | 0.8064 | 0.8980 |
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- | No log | 27.3333 | 328 | 0.8037 | 0.6809 | 0.8037 | 0.8965 |
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- | No log | 27.5 | 330 | 0.8001 | 0.6950 | 0.8001 | 0.8945 |
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- | No log | 27.6667 | 332 | 0.8328 | 0.6849 | 0.8328 | 0.9126 |
218
- | No log | 27.8333 | 334 | 0.8344 | 0.7222 | 0.8344 | 0.9134 |
219
- | No log | 28.0 | 336 | 0.8050 | 0.7222 | 0.8050 | 0.8972 |
220
- | No log | 28.1667 | 338 | 0.7715 | 0.6993 | 0.7715 | 0.8784 |
221
- | No log | 28.3333 | 340 | 0.7386 | 0.7123 | 0.7386 | 0.8594 |
222
- | No log | 28.5 | 342 | 0.7054 | 0.7467 | 0.7054 | 0.8399 |
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- | No log | 28.6667 | 344 | 0.6964 | 0.7067 | 0.6964 | 0.8345 |
224
- | No log | 28.8333 | 346 | 0.6985 | 0.7162 | 0.6985 | 0.8358 |
225
- | No log | 29.0 | 348 | 0.7340 | 0.7467 | 0.7340 | 0.8567 |
226
- | No log | 29.1667 | 350 | 0.7534 | 0.7123 | 0.7534 | 0.8680 |
227
- | No log | 29.3333 | 352 | 0.7201 | 0.7133 | 0.7201 | 0.8486 |
228
- | No log | 29.5 | 354 | 0.7169 | 0.6714 | 0.7169 | 0.8467 |
229
- | No log | 29.6667 | 356 | 0.7909 | 0.6715 | 0.7909 | 0.8893 |
230
- | No log | 29.8333 | 358 | 0.8131 | 0.6269 | 0.8131 | 0.9017 |
231
- | No log | 30.0 | 360 | 0.7783 | 0.6767 | 0.7783 | 0.8822 |
232
- | No log | 30.1667 | 362 | 0.7767 | 0.6857 | 0.7767 | 0.8813 |
233
- | No log | 30.3333 | 364 | 0.8626 | 0.6980 | 0.8626 | 0.9288 |
234
- | No log | 30.5 | 366 | 0.9318 | 0.6968 | 0.9318 | 0.9653 |
235
- | No log | 30.6667 | 368 | 0.8821 | 0.7059 | 0.8821 | 0.9392 |
236
- | No log | 30.8333 | 370 | 0.7914 | 0.7162 | 0.7914 | 0.8896 |
237
- | No log | 31.0 | 372 | 0.7743 | 0.6901 | 0.7743 | 0.8799 |
238
- | No log | 31.1667 | 374 | 0.7915 | 0.6803 | 0.7915 | 0.8897 |
239
- | No log | 31.3333 | 376 | 0.7867 | 0.6950 | 0.7867 | 0.8869 |
240
- | No log | 31.5 | 378 | 0.8215 | 0.6980 | 0.8215 | 0.9064 |
241
- | No log | 31.6667 | 380 | 0.9339 | 0.6759 | 0.9339 | 0.9664 |
242
- | No log | 31.8333 | 382 | 0.9839 | 0.6759 | 0.9839 | 0.9919 |
243
- | No log | 32.0 | 384 | 0.9001 | 0.6620 | 0.9001 | 0.9487 |
244
- | No log | 32.1667 | 386 | 0.7969 | 0.6522 | 0.7969 | 0.8927 |
245
- | No log | 32.3333 | 388 | 0.7846 | 0.7007 | 0.7846 | 0.8858 |
246
- | No log | 32.5 | 390 | 0.7703 | 0.6812 | 0.7703 | 0.8777 |
247
- | No log | 32.6667 | 392 | 0.7872 | 0.6619 | 0.7872 | 0.8872 |
248
- | No log | 32.8333 | 394 | 0.8126 | 0.6906 | 0.8126 | 0.9014 |
249
- | No log | 33.0 | 396 | 0.8473 | 0.7 | 0.8473 | 0.9205 |
250
- | No log | 33.1667 | 398 | 0.8331 | 0.7 | 0.8331 | 0.9127 |
251
- | No log | 33.3333 | 400 | 0.8057 | 0.6569 | 0.8057 | 0.8976 |
252
- | No log | 33.5 | 402 | 0.7990 | 0.6812 | 0.7990 | 0.8938 |
253
- | No log | 33.6667 | 404 | 0.8052 | 0.6763 | 0.8052 | 0.8973 |
254
- | No log | 33.8333 | 406 | 0.8011 | 0.6763 | 0.8011 | 0.8950 |
255
- | No log | 34.0 | 408 | 0.7693 | 0.6853 | 0.7693 | 0.8771 |
256
- | No log | 34.1667 | 410 | 0.7424 | 0.7067 | 0.7424 | 0.8616 |
257
- | No log | 34.3333 | 412 | 0.7162 | 0.7368 | 0.7162 | 0.8463 |
258
- | No log | 34.5 | 414 | 0.6947 | 0.7333 | 0.6947 | 0.8335 |
259
- | No log | 34.6667 | 416 | 0.7063 | 0.6712 | 0.7063 | 0.8404 |
260
- | No log | 34.8333 | 418 | 0.7325 | 0.7162 | 0.7325 | 0.8558 |
261
- | No log | 35.0 | 420 | 0.7583 | 0.7383 | 0.7583 | 0.8708 |
262
- | No log | 35.1667 | 422 | 0.8234 | 0.6993 | 0.8234 | 0.9074 |
263
- | No log | 35.3333 | 424 | 0.8607 | 0.6980 | 0.8607 | 0.9278 |
264
- | No log | 35.5 | 426 | 0.8507 | 0.6757 | 0.8507 | 0.9223 |
265
- | No log | 35.6667 | 428 | 0.8084 | 0.7211 | 0.8084 | 0.8991 |
266
- | No log | 35.8333 | 430 | 0.7907 | 0.7260 | 0.7907 | 0.8892 |
267
- | No log | 36.0 | 432 | 0.7880 | 0.6986 | 0.7880 | 0.8877 |
268
- | No log | 36.1667 | 434 | 0.7903 | 0.6849 | 0.7903 | 0.8890 |
269
- | No log | 36.3333 | 436 | 0.7789 | 0.6939 | 0.7789 | 0.8826 |
270
- | No log | 36.5 | 438 | 0.7662 | 0.7067 | 0.7662 | 0.8753 |
271
- | No log | 36.6667 | 440 | 0.7740 | 0.7020 | 0.7740 | 0.8798 |
272
- | No log | 36.8333 | 442 | 0.7948 | 0.7020 | 0.7948 | 0.8915 |
273
- | No log | 37.0 | 444 | 0.8010 | 0.6803 | 0.8010 | 0.8950 |
274
- | No log | 37.1667 | 446 | 0.8068 | 0.6809 | 0.8068 | 0.8982 |
275
- | No log | 37.3333 | 448 | 0.8116 | 0.6331 | 0.8116 | 0.9009 |
276
- | No log | 37.5 | 450 | 0.8302 | 0.6571 | 0.8302 | 0.9112 |
277
- | No log | 37.6667 | 452 | 0.8374 | 0.6571 | 0.8374 | 0.9151 |
278
- | No log | 37.8333 | 454 | 0.8328 | 0.6571 | 0.8328 | 0.9126 |
279
- | No log | 38.0 | 456 | 0.8244 | 0.6571 | 0.8244 | 0.9080 |
280
- | No log | 38.1667 | 458 | 0.8102 | 0.6522 | 0.8102 | 0.9001 |
281
- | No log | 38.3333 | 460 | 0.7945 | 0.6522 | 0.7945 | 0.8914 |
282
- | No log | 38.5 | 462 | 0.7735 | 0.6812 | 0.7735 | 0.8795 |
283
- | No log | 38.6667 | 464 | 0.7622 | 0.6763 | 0.7622 | 0.8731 |
284
- | No log | 38.8333 | 466 | 0.7606 | 0.6620 | 0.7606 | 0.8721 |
285
- | No log | 39.0 | 468 | 0.7565 | 0.6986 | 0.7565 | 0.8698 |
286
- | No log | 39.1667 | 470 | 0.7516 | 0.6986 | 0.7516 | 0.8670 |
287
- | No log | 39.3333 | 472 | 0.7445 | 0.7237 | 0.7445 | 0.8628 |
288
- | No log | 39.5 | 474 | 0.7415 | 0.7261 | 0.7415 | 0.8611 |
289
- | No log | 39.6667 | 476 | 0.7050 | 0.7758 | 0.7050 | 0.8396 |
290
- | No log | 39.8333 | 478 | 0.7029 | 0.7561 | 0.7029 | 0.8384 |
291
- | No log | 40.0 | 480 | 0.6956 | 0.7226 | 0.6956 | 0.8340 |
292
- | No log | 40.1667 | 482 | 0.6897 | 0.7172 | 0.6897 | 0.8305 |
293
- | No log | 40.3333 | 484 | 0.6932 | 0.7042 | 0.6932 | 0.8326 |
294
- | No log | 40.5 | 486 | 0.6966 | 0.6986 | 0.6966 | 0.8346 |
295
- | No log | 40.6667 | 488 | 0.7241 | 0.6986 | 0.7241 | 0.8509 |
296
- | No log | 40.8333 | 490 | 0.7479 | 0.7114 | 0.7479 | 0.8648 |
297
- | No log | 41.0 | 492 | 0.7572 | 0.7403 | 0.7572 | 0.8702 |
298
- | No log | 41.1667 | 494 | 0.7453 | 0.7361 | 0.7453 | 0.8633 |
299
- | No log | 41.3333 | 496 | 0.7283 | 0.7483 | 0.7283 | 0.8534 |
300
- | No log | 41.5 | 498 | 0.7380 | 0.7133 | 0.7380 | 0.8591 |
301
- | 0.416 | 41.6667 | 500 | 0.7606 | 0.7133 | 0.7606 | 0.8721 |
302
- | 0.416 | 41.8333 | 502 | 0.7793 | 0.7 | 0.7793 | 0.8828 |
303
- | 0.416 | 42.0 | 504 | 0.7963 | 0.7007 | 0.7963 | 0.8924 |
304
- | 0.416 | 42.1667 | 506 | 0.8392 | 0.6950 | 0.8392 | 0.9161 |
305
- | 0.416 | 42.3333 | 508 | 0.8666 | 0.6522 | 0.8666 | 0.9309 |
306
- | 0.416 | 42.5 | 510 | 0.8573 | 0.6901 | 0.8573 | 0.9259 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k1_task1_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_task1_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: 2.3119
19
+ - Qwk: 0.1471
20
+ - Mse: 2.3119
21
+ - Rmse: 1.5205
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.6667 | 2 | 6.0240 | 0.0 | 6.0240 | 2.4544 |
53
+ | No log | 1.3333 | 4 | 3.2891 | 0.1562 | 3.2891 | 1.8136 |
54
+ | No log | 2.0 | 6 | 2.4128 | -0.0154 | 2.4128 | 1.5533 |
55
+ | No log | 2.6667 | 8 | 1.8941 | 0.1441 | 1.8941 | 1.3762 |
56
+ | No log | 3.3333 | 10 | 2.0622 | 0.0458 | 2.0622 | 1.4361 |
57
+ | No log | 4.0 | 12 | 2.2035 | 0.2238 | 2.2035 | 1.4844 |
58
+ | No log | 4.6667 | 14 | 2.2088 | 0.1818 | 2.2088 | 1.4862 |
59
+ | No log | 5.3333 | 16 | 2.1716 | 0.1353 | 2.1716 | 1.4736 |
60
+ | No log | 6.0 | 18 | 2.2350 | 0.0645 | 2.2350 | 1.4950 |
61
+ | No log | 6.6667 | 20 | 2.3679 | 0.0432 | 2.3679 | 1.5388 |
62
+ | No log | 7.3333 | 22 | 2.4105 | -0.1951 | 2.4105 | 1.5526 |
63
+ | No log | 8.0 | 24 | 2.4939 | -0.1575 | 2.4939 | 1.5792 |
64
+ | No log | 8.6667 | 26 | 2.6082 | 0.0280 | 2.6082 | 1.6150 |
65
+ | No log | 9.3333 | 28 | 2.6092 | 0.0142 | 2.6092 | 1.6153 |
66
+ | No log | 10.0 | 30 | 2.3989 | -0.1034 | 2.3989 | 1.5488 |
67
+ | No log | 10.6667 | 32 | 2.3386 | -0.1034 | 2.3386 | 1.5292 |
68
+ | No log | 11.3333 | 34 | 2.3996 | 0.0444 | 2.3996 | 1.5491 |
69
+ | No log | 12.0 | 36 | 2.3776 | 0.0567 | 2.3776 | 1.5419 |
70
+ | No log | 12.6667 | 38 | 2.3822 | 0.0699 | 2.3822 | 1.5434 |
71
+ | No log | 13.3333 | 40 | 2.3940 | 0.0699 | 2.3940 | 1.5472 |
72
+ | No log | 14.0 | 42 | 2.3498 | 0.0305 | 2.3498 | 1.5329 |
73
+ | No log | 14.6667 | 44 | 2.5496 | 0.0544 | 2.5496 | 1.5967 |
74
+ | No log | 15.3333 | 46 | 2.8348 | 0.0268 | 2.8348 | 1.6837 |
75
+ | No log | 16.0 | 48 | 2.7311 | 0.0268 | 2.7311 | 1.6526 |
76
+ | No log | 16.6667 | 50 | 2.4069 | 0.1111 | 2.4069 | 1.5514 |
77
+ | No log | 17.3333 | 52 | 2.2647 | 0.1014 | 2.2647 | 1.5049 |
78
+ | No log | 18.0 | 54 | 2.3137 | 0.1111 | 2.3137 | 1.5211 |
79
+ | No log | 18.6667 | 56 | 2.2567 | 0.0588 | 2.2567 | 1.5022 |
80
+ | No log | 19.3333 | 58 | 2.2500 | 0.0735 | 2.2500 | 1.5000 |
81
+ | No log | 20.0 | 60 | 2.2747 | 0.0730 | 2.2747 | 1.5082 |
82
+ | No log | 20.6667 | 62 | 2.2748 | 0.0746 | 2.2748 | 1.5083 |
83
+ | No log | 21.3333 | 64 | 2.3927 | 0.0966 | 2.3927 | 1.5468 |
84
+ | No log | 22.0 | 66 | 2.3174 | 0.1127 | 2.3174 | 1.5223 |
85
+ | No log | 22.6667 | 68 | 2.2283 | 0.1714 | 2.2283 | 1.4928 |
86
+ | No log | 23.3333 | 70 | 2.1077 | 0.2206 | 2.1077 | 1.4518 |
87
+ | No log | 24.0 | 72 | 2.0926 | 0.1765 | 2.0926 | 1.4466 |
88
+ | No log | 24.6667 | 74 | 2.1371 | 0.1898 | 2.1371 | 1.4619 |
89
+ | No log | 25.3333 | 76 | 2.1505 | 0.1618 | 2.1505 | 1.4664 |
90
+ | No log | 26.0 | 78 | 2.3387 | 0.0685 | 2.3387 | 1.5293 |
91
+ | No log | 26.6667 | 80 | 2.5138 | 0.0405 | 2.5138 | 1.5855 |
92
+ | No log | 27.3333 | 82 | 2.3569 | 0.0972 | 2.3569 | 1.5352 |
93
+ | No log | 28.0 | 84 | 2.2393 | 0.1343 | 2.2393 | 1.4964 |
94
+ | No log | 28.6667 | 86 | 2.3124 | 0.1739 | 2.3124 | 1.5206 |
95
+ | No log | 29.3333 | 88 | 2.2837 | 0.1277 | 2.2837 | 1.5112 |
96
+ | No log | 30.0 | 90 | 2.1057 | 0.1475 | 2.1057 | 1.4511 |
97
+ | No log | 30.6667 | 92 | 2.0055 | 0.0354 | 2.0055 | 1.4161 |
98
+ | No log | 31.3333 | 94 | 1.9977 | 0.0702 | 1.9977 | 1.4134 |
99
+ | No log | 32.0 | 96 | 2.0984 | 0.1240 | 2.0984 | 1.4486 |
100
+ | No log | 32.6667 | 98 | 2.4068 | 0.0690 | 2.4068 | 1.5514 |
101
+ | No log | 33.3333 | 100 | 2.4733 | 0.0548 | 2.4733 | 1.5727 |
102
+ | No log | 34.0 | 102 | 2.2820 | 0.1752 | 2.2820 | 1.5106 |
103
+ | No log | 34.6667 | 104 | 2.1455 | 0.1832 | 2.1455 | 1.4648 |
104
+ | No log | 35.3333 | 106 | 2.0006 | 0.1760 | 2.0006 | 1.4144 |
105
+ | No log | 36.0 | 108 | 1.9944 | 0.1760 | 1.9944 | 1.4122 |
106
+ | No log | 36.6667 | 110 | 2.1016 | 0.1846 | 2.1016 | 1.4497 |
107
+ | No log | 37.3333 | 112 | 2.2652 | 0.1752 | 2.2652 | 1.5050 |
108
+ | No log | 38.0 | 114 | 2.3218 | 0.1449 | 2.3218 | 1.5237 |
109
+ | No log | 38.6667 | 116 | 2.2177 | 0.1765 | 2.2177 | 1.4892 |
110
+ | No log | 39.3333 | 118 | 2.0767 | 0.2047 | 2.0767 | 1.4411 |
111
+ | No log | 40.0 | 120 | 2.0315 | 0.1613 | 2.0315 | 1.4253 |
112
+ | No log | 40.6667 | 122 | 2.0778 | 0.1905 | 2.0778 | 1.4414 |
113
+ | No log | 41.3333 | 124 | 2.1034 | 0.1719 | 2.1034 | 1.4503 |
114
+ | No log | 42.0 | 126 | 2.0902 | 0.2016 | 2.0902 | 1.4457 |
115
+ | No log | 42.6667 | 128 | 2.0952 | 0.2016 | 2.0952 | 1.4475 |
116
+ | No log | 43.3333 | 130 | 2.1807 | 0.2105 | 2.1807 | 1.4767 |
117
+ | No log | 44.0 | 132 | 2.3171 | 0.1418 | 2.3171 | 1.5222 |
118
+ | No log | 44.6667 | 134 | 2.3237 | 0.1439 | 2.3237 | 1.5244 |
119
+ | No log | 45.3333 | 136 | 2.1662 | 0.1832 | 2.1662 | 1.4718 |
120
+ | No log | 46.0 | 138 | 2.0096 | 0.1967 | 2.0096 | 1.4176 |
121
+ | No log | 46.6667 | 140 | 1.9624 | 0.1391 | 1.9624 | 1.4009 |
122
+ | No log | 47.3333 | 142 | 1.9770 | 0.2114 | 1.9770 | 1.4061 |
123
+ | No log | 48.0 | 144 | 2.0764 | 0.2016 | 2.0764 | 1.4410 |
124
+ | No log | 48.6667 | 146 | 2.1621 | 0.1940 | 2.1621 | 1.4704 |
125
+ | No log | 49.3333 | 148 | 2.2137 | 0.1752 | 2.2137 | 1.4879 |
126
+ | No log | 50.0 | 150 | 2.2626 | 0.0993 | 2.2626 | 1.5042 |
127
+ | No log | 50.6667 | 152 | 2.3094 | 0.0704 | 2.3094 | 1.5197 |
128
+ | No log | 51.3333 | 154 | 2.2395 | 0.1765 | 2.2395 | 1.4965 |
129
+ | No log | 52.0 | 156 | 2.1522 | 0.1732 | 2.1522 | 1.4670 |
130
+ | No log | 52.6667 | 158 | 2.1732 | 0.0968 | 2.1732 | 1.4742 |
131
+ | No log | 53.3333 | 160 | 2.2124 | 0.0650 | 2.2124 | 1.4874 |
132
+ | No log | 54.0 | 162 | 2.2506 | -0.0339 | 2.2506 | 1.5002 |
133
+ | No log | 54.6667 | 164 | 2.3309 | 0.0794 | 2.3309 | 1.5267 |
134
+ | No log | 55.3333 | 166 | 2.4704 | 0.1151 | 2.4704 | 1.5717 |
135
+ | No log | 56.0 | 168 | 2.6211 | 0.0 | 2.6211 | 1.6190 |
136
+ | No log | 56.6667 | 170 | 2.7003 | 0.0 | 2.7003 | 1.6432 |
137
+ | No log | 57.3333 | 172 | 2.6740 | 0.0 | 2.6740 | 1.6352 |
138
+ | No log | 58.0 | 174 | 2.5550 | 0.0274 | 2.5550 | 1.5984 |
139
+ | No log | 58.6667 | 176 | 2.3663 | 0.1151 | 2.3663 | 1.5383 |
140
+ | No log | 59.3333 | 178 | 2.2110 | 0.1120 | 2.2110 | 1.4869 |
141
+ | No log | 60.0 | 180 | 2.1568 | 0.1452 | 2.1568 | 1.4686 |
142
+ | No log | 60.6667 | 182 | 2.1705 | 0.1452 | 2.1705 | 1.4733 |
143
+ | No log | 61.3333 | 184 | 2.2203 | 0.1791 | 2.2203 | 1.4901 |
144
+ | No log | 62.0 | 186 | 2.2628 | 0.1618 | 2.2628 | 1.5043 |
145
+ | No log | 62.6667 | 188 | 2.3179 | 0.1449 | 2.3179 | 1.5225 |
146
+ | No log | 63.3333 | 190 | 2.4129 | 0.0414 | 2.4129 | 1.5534 |
147
+ | No log | 64.0 | 192 | 2.4081 | 0.0845 | 2.4081 | 1.5518 |
148
+ | No log | 64.6667 | 194 | 2.3578 | 0.1439 | 2.3578 | 1.5355 |
149
+ | No log | 65.3333 | 196 | 2.3050 | 0.1618 | 2.3050 | 1.5182 |
150
+ | No log | 66.0 | 198 | 2.3098 | 0.1618 | 2.3098 | 1.5198 |
151
+ | No log | 66.6667 | 200 | 2.2570 | 0.1481 | 2.2570 | 1.5023 |
152
+ | No log | 67.3333 | 202 | 2.2510 | 0.1221 | 2.2510 | 1.5003 |
153
+ | No log | 68.0 | 204 | 2.2940 | 0.1221 | 2.2940 | 1.5146 |
154
+ | No log | 68.6667 | 206 | 2.2896 | 0.1240 | 2.2896 | 1.5131 |
155
+ | No log | 69.3333 | 208 | 2.2253 | 0.0820 | 2.2253 | 1.4917 |
156
+ | No log | 70.0 | 210 | 2.2172 | 0.1000 | 2.2172 | 1.4890 |
157
+ | No log | 70.6667 | 212 | 2.2502 | 0.0661 | 2.2502 | 1.5001 |
158
+ | No log | 71.3333 | 214 | 2.2631 | 0.0820 | 2.2631 | 1.5044 |
159
+ | No log | 72.0 | 216 | 2.2734 | 0.0820 | 2.2734 | 1.5078 |
160
+ | No log | 72.6667 | 218 | 2.2703 | 0.0820 | 2.2703 | 1.5067 |
161
+ | No log | 73.3333 | 220 | 2.3299 | 0.0938 | 2.3299 | 1.5264 |
162
+ | No log | 74.0 | 222 | 2.4762 | 0.1007 | 2.4762 | 1.5736 |
163
+ | No log | 74.6667 | 224 | 2.6634 | 0.0135 | 2.6634 | 1.6320 |
164
+ | No log | 75.3333 | 226 | 2.7823 | 0.0 | 2.7823 | 1.6680 |
165
+ | No log | 76.0 | 228 | 2.8198 | 0.0 | 2.8198 | 1.6792 |
166
+ | No log | 76.6667 | 230 | 2.7928 | 0.0 | 2.7928 | 1.6712 |
167
+ | No log | 77.3333 | 232 | 2.7102 | 0.0 | 2.7102 | 1.6463 |
168
+ | No log | 78.0 | 234 | 2.6113 | 0.0414 | 2.6113 | 1.6160 |
169
+ | No log | 78.6667 | 236 | 2.5558 | 0.0556 | 2.5558 | 1.5987 |
170
+ | No log | 79.3333 | 238 | 2.5627 | 0.0556 | 2.5627 | 1.6008 |
171
+ | No log | 80.0 | 240 | 2.5658 | 0.0414 | 2.5658 | 1.6018 |
172
+ | No log | 80.6667 | 242 | 2.5362 | 0.0414 | 2.5362 | 1.5925 |
173
+ | No log | 81.3333 | 244 | 2.5124 | 0.0414 | 2.5124 | 1.5850 |
174
+ | No log | 82.0 | 246 | 2.4598 | 0.0556 | 2.4598 | 1.5684 |
175
+ | No log | 82.6667 | 248 | 2.4483 | 0.0556 | 2.4483 | 1.5647 |
176
+ | No log | 83.3333 | 250 | 2.4259 | 0.0839 | 2.4259 | 1.5575 |
177
+ | No log | 84.0 | 252 | 2.3973 | 0.1127 | 2.3973 | 1.5483 |
178
+ | No log | 84.6667 | 254 | 2.3584 | 0.1583 | 2.3584 | 1.5357 |
179
+ | No log | 85.3333 | 256 | 2.3546 | 0.1594 | 2.3546 | 1.5345 |
180
+ | No log | 86.0 | 258 | 2.3396 | 0.1594 | 2.3396 | 1.5296 |
181
+ | No log | 86.6667 | 260 | 2.3392 | 0.1594 | 2.3392 | 1.5294 |
182
+ | No log | 87.3333 | 262 | 2.3547 | 0.1594 | 2.3547 | 1.5345 |
183
+ | No log | 88.0 | 264 | 2.3423 | 0.1594 | 2.3423 | 1.5305 |
184
+ | No log | 88.6667 | 266 | 2.3417 | 0.1594 | 2.3417 | 1.5302 |
185
+ | No log | 89.3333 | 268 | 2.3456 | 0.1594 | 2.3456 | 1.5316 |
186
+ | No log | 90.0 | 270 | 2.3647 | 0.1594 | 2.3647 | 1.5378 |
187
+ | No log | 90.6667 | 272 | 2.3858 | 0.0839 | 2.3858 | 1.5446 |
188
+ | No log | 91.3333 | 274 | 2.3961 | 0.0839 | 2.3961 | 1.5479 |
189
+ | No log | 92.0 | 276 | 2.4040 | 0.0839 | 2.4040 | 1.5505 |
190
+ | No log | 92.6667 | 278 | 2.4068 | 0.0839 | 2.4068 | 1.5514 |
191
+ | No log | 93.3333 | 280 | 2.3856 | 0.1127 | 2.3856 | 1.5445 |
192
+ | No log | 94.0 | 282 | 2.3621 | 0.1594 | 2.3621 | 1.5369 |
193
+ | No log | 94.6667 | 284 | 2.3556 | 0.1594 | 2.3556 | 1.5348 |
194
+ | No log | 95.3333 | 286 | 2.3386 | 0.1594 | 2.3386 | 1.5293 |
195
+ | No log | 96.0 | 288 | 2.3157 | 0.1471 | 2.3157 | 1.5217 |
196
+ | No log | 96.6667 | 290 | 2.3064 | 0.1471 | 2.3064 | 1.5187 |
197
+ | No log | 97.3333 | 292 | 2.3072 | 0.1471 | 2.3072 | 1.5189 |
198
+ | No log | 98.0 | 294 | 2.3107 | 0.1471 | 2.3107 | 1.5201 |
199
+ | No log | 98.6667 | 296 | 2.3120 | 0.1471 | 2.3120 | 1.5205 |
200
+ | No log | 99.3333 | 298 | 2.3118 | 0.1471 | 2.3118 | 1.5204 |
201
+ | No log | 100.0 | 300 | 2.3119 | 0.1471 | 2.3119 | 1.5205 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
202
 
203
 
204
  ### Framework versions
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