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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_task5_organization

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Training in progress, step 500

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  1. README.md +263 -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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_task5_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.0129
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- - Qwk: 0.2449
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- - Mse: 1.0129
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- - Rmse: 1.0064
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  ## Model description
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@@ -47,263 +47,263 @@ 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 | 0.0513 | 2 | 3.8587 | -0.0192 | 3.8587 | 1.9644 |
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- | No log | 0.1026 | 4 | 2.2825 | -0.0189 | 2.2825 | 1.5108 |
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- | No log | 0.1538 | 6 | 2.0638 | 0.0708 | 2.0638 | 1.4366 |
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- | No log | 0.2051 | 8 | 1.4830 | 0.0833 | 1.4830 | 1.2178 |
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- | No log | 0.2564 | 10 | 1.7221 | 0.1481 | 1.7221 | 1.3123 |
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- | No log | 0.3077 | 12 | 1.1913 | 0.0769 | 1.1913 | 1.0915 |
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- | No log | 0.3590 | 14 | 0.9927 | 0.3982 | 0.9927 | 0.9964 |
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- | No log | 0.4103 | 16 | 1.0615 | 0.1821 | 1.0615 | 1.0303 |
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- | No log | 0.4615 | 18 | 1.1995 | 0.0318 | 1.1995 | 1.0952 |
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- | No log | 0.5128 | 20 | 1.2403 | 0.0380 | 1.2403 | 1.1137 |
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- | No log | 0.5641 | 22 | 1.2670 | 0.0116 | 1.2670 | 1.1256 |
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- | No log | 0.6154 | 24 | 1.3508 | 0.0889 | 1.3508 | 1.1622 |
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- | No log | 0.6667 | 26 | 1.3178 | 0.2727 | 1.3178 | 1.1479 |
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- | No log | 0.7179 | 28 | 1.2214 | 0.2334 | 1.2214 | 1.1052 |
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- | No log | 0.7692 | 30 | 1.2684 | 0.2087 | 1.2684 | 1.1262 |
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- | No log | 0.8205 | 32 | 1.1511 | 0.2485 | 1.1511 | 1.0729 |
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- | No log | 0.8718 | 34 | 1.1039 | 0.2669 | 1.1039 | 1.0507 |
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- | No log | 0.9231 | 36 | 1.1549 | 0.2258 | 1.1549 | 1.0747 |
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- | No log | 0.9744 | 38 | 1.2327 | 0.1667 | 1.2327 | 1.1103 |
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- | No log | 1.0256 | 40 | 1.1751 | 0.2735 | 1.1751 | 1.0840 |
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- | No log | 1.0769 | 42 | 1.1107 | 0.2196 | 1.1107 | 1.0539 |
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- | No log | 1.1282 | 44 | 1.0932 | 0.2647 | 1.0932 | 1.0456 |
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- | No log | 1.1795 | 46 | 1.0979 | 0.1797 | 1.0979 | 1.0478 |
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- | No log | 1.2308 | 48 | 1.3595 | 0.1181 | 1.3595 | 1.1660 |
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- | No log | 1.2821 | 50 | 1.6348 | 0.1789 | 1.6348 | 1.2786 |
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- | No log | 1.3333 | 52 | 1.7446 | 0.1190 | 1.7446 | 1.3208 |
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- | No log | 1.3846 | 54 | 1.6845 | 0.1450 | 1.6845 | 1.2979 |
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- | No log | 1.4359 | 56 | 1.4036 | 0.1756 | 1.4036 | 1.1847 |
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- | No log | 1.4872 | 58 | 1.0621 | 0.2923 | 1.0621 | 1.0306 |
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- | No log | 1.5385 | 60 | 1.0453 | 0.1979 | 1.0453 | 1.0224 |
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- | No log | 1.5897 | 62 | 1.0744 | 0.2031 | 1.0744 | 1.0365 |
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- | No log | 1.6410 | 64 | 1.0651 | 0.1589 | 1.0651 | 1.0320 |
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- | No log | 1.6923 | 66 | 1.1233 | 0.2138 | 1.1233 | 1.0599 |
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- | No log | 1.7436 | 68 | 1.3435 | 0.0500 | 1.3435 | 1.1591 |
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- | No log | 1.7949 | 70 | 1.5343 | 0.1152 | 1.5343 | 1.2387 |
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- | No log | 1.8462 | 72 | 1.4794 | 0.1152 | 1.4794 | 1.2163 |
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- | No log | 1.8974 | 74 | 1.2520 | 0.1727 | 1.2520 | 1.1189 |
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- | No log | 1.9487 | 76 | 1.1568 | 0.2757 | 1.1568 | 1.0756 |
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- | No log | 2.0 | 78 | 1.1579 | 0.2402 | 1.1579 | 1.0761 |
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- | No log | 2.0513 | 80 | 1.1620 | 0.2759 | 1.1620 | 1.0780 |
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- | No log | 2.1026 | 82 | 1.0992 | 0.2785 | 1.0992 | 1.0484 |
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- | No log | 2.1538 | 84 | 1.1031 | 0.2785 | 1.1031 | 1.0503 |
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- | No log | 2.2051 | 86 | 1.1528 | 0.2785 | 1.1528 | 1.0737 |
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- | No log | 2.2564 | 88 | 1.5448 | 0.1702 | 1.5448 | 1.2429 |
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- | No log | 2.3077 | 90 | 1.8522 | 0.1251 | 1.8522 | 1.3609 |
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- | No log | 2.3590 | 92 | 1.7617 | 0.0832 | 1.7617 | 1.3273 |
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- | No log | 2.4103 | 94 | 1.7569 | 0.0832 | 1.7569 | 1.3255 |
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- | No log | 2.4615 | 96 | 1.4995 | 0.0495 | 1.4995 | 1.2245 |
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- | No log | 2.5128 | 98 | 1.1893 | 0.2363 | 1.1893 | 1.0906 |
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- | No log | 2.5641 | 100 | 1.0778 | 0.1767 | 1.0778 | 1.0382 |
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- | No log | 2.6154 | 102 | 1.0544 | 0.2042 | 1.0544 | 1.0269 |
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- | No log | 2.6667 | 104 | 1.0410 | 0.2888 | 1.0410 | 1.0203 |
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- | No log | 2.7179 | 106 | 1.0409 | 0.2243 | 1.0409 | 1.0202 |
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- | No log | 2.7692 | 108 | 1.0373 | 0.2539 | 1.0373 | 1.0185 |
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- | No log | 2.8205 | 110 | 0.9962 | 0.1864 | 0.9962 | 0.9981 |
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- | No log | 2.8718 | 112 | 0.9909 | 0.2265 | 0.9909 | 0.9954 |
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- | No log | 2.9231 | 114 | 0.9989 | 0.2619 | 0.9989 | 0.9995 |
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- | No log | 2.9744 | 116 | 1.0702 | 0.2394 | 1.0702 | 1.0345 |
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- | No log | 3.0256 | 118 | 1.3177 | 0.2404 | 1.3177 | 1.1479 |
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- | No log | 3.0769 | 120 | 1.1782 | 0.2796 | 1.1782 | 1.0855 |
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- | No log | 3.1282 | 122 | 1.0192 | 0.2625 | 1.0192 | 1.0096 |
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- | No log | 3.1795 | 124 | 1.0558 | 0.4273 | 1.0558 | 1.0275 |
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- | No log | 3.2308 | 126 | 1.0255 | 0.2900 | 1.0255 | 1.0127 |
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- | No log | 3.2821 | 128 | 1.1702 | 0.3049 | 1.1702 | 1.0817 |
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- | No log | 3.3333 | 130 | 1.2095 | 0.3337 | 1.2095 | 1.0998 |
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- | No log | 3.3846 | 132 | 1.1251 | 0.2733 | 1.1251 | 1.0607 |
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- | No log | 3.4359 | 134 | 1.1082 | 0.2872 | 1.1082 | 1.0527 |
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- | No log | 3.4872 | 136 | 1.0654 | 0.2828 | 1.0654 | 1.0322 |
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- | No log | 3.5385 | 138 | 1.0028 | 0.2692 | 1.0028 | 1.0014 |
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- | No log | 3.5897 | 140 | 0.9778 | 0.2741 | 0.9778 | 0.9889 |
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- | No log | 3.6410 | 142 | 0.9849 | 0.2741 | 0.9849 | 0.9924 |
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- | No log | 3.6923 | 144 | 0.9986 | 0.2741 | 0.9986 | 0.9993 |
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- | No log | 3.7436 | 146 | 1.1188 | 0.3401 | 1.1188 | 1.0577 |
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- | No log | 3.7949 | 148 | 1.2473 | 0.3038 | 1.2473 | 1.1168 |
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- | No log | 3.8462 | 150 | 1.1129 | 0.3835 | 1.1129 | 1.0549 |
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- | No log | 3.8974 | 152 | 1.0528 | 0.4020 | 1.0528 | 1.0261 |
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- | No log | 3.9487 | 154 | 1.1767 | 0.3350 | 1.1767 | 1.0847 |
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- | No log | 4.0 | 156 | 1.1072 | 0.3454 | 1.1072 | 1.0522 |
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- | No log | 4.0513 | 158 | 1.0074 | 0.3190 | 1.0074 | 1.0037 |
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- | No log | 4.1026 | 160 | 1.0842 | 0.3764 | 1.0842 | 1.0413 |
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- | No log | 4.1538 | 162 | 1.1162 | 0.3401 | 1.1162 | 1.0565 |
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- | No log | 4.2051 | 164 | 1.0596 | 0.3674 | 1.0596 | 1.0294 |
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- | No log | 4.2564 | 166 | 1.0459 | 0.3708 | 1.0459 | 1.0227 |
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- | No log | 4.3077 | 168 | 1.1007 | 0.3285 | 1.1007 | 1.0491 |
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- | No log | 4.3590 | 170 | 1.1046 | 0.3285 | 1.1046 | 1.0510 |
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- | No log | 4.4103 | 172 | 1.0253 | 0.3552 | 1.0253 | 1.0126 |
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- | No log | 4.4615 | 174 | 1.1363 | 0.2933 | 1.1363 | 1.0660 |
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- | No log | 4.5128 | 176 | 1.1039 | 0.3369 | 1.1039 | 1.0507 |
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- | No log | 4.5641 | 178 | 1.0328 | 0.3184 | 1.0328 | 1.0163 |
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- | No log | 4.6154 | 180 | 1.0485 | 0.3697 | 1.0485 | 1.0240 |
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- | No log | 4.6667 | 182 | 1.0114 | 0.3149 | 1.0114 | 1.0057 |
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- | No log | 4.7179 | 184 | 1.0153 | 0.2942 | 1.0153 | 1.0076 |
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- | No log | 4.7692 | 186 | 1.0228 | 0.2921 | 1.0228 | 1.0114 |
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- | No log | 4.8205 | 188 | 1.0202 | 0.2560 | 1.0202 | 1.0101 |
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- | No log | 4.8718 | 190 | 1.0334 | 0.3210 | 1.0334 | 1.0166 |
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- | No log | 4.9231 | 192 | 1.0382 | 0.3097 | 1.0382 | 1.0189 |
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- | No log | 4.9744 | 194 | 1.0285 | 0.2560 | 1.0285 | 1.0141 |
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- | No log | 5.0256 | 196 | 1.0244 | 0.3237 | 1.0244 | 1.0122 |
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- | No log | 5.0769 | 198 | 1.0888 | 0.3742 | 1.0888 | 1.0434 |
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- | No log | 5.1282 | 200 | 1.1441 | 0.3590 | 1.1441 | 1.0696 |
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- | No log | 5.1795 | 202 | 1.0581 | 0.3897 | 1.0581 | 1.0286 |
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- | No log | 5.2308 | 204 | 1.0006 | 0.2694 | 1.0006 | 1.0003 |
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- | No log | 5.2821 | 206 | 1.0209 | 0.2963 | 1.0209 | 1.0104 |
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- | No log | 5.3333 | 208 | 1.0234 | 0.3500 | 1.0234 | 1.0116 |
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- | No log | 5.3846 | 210 | 1.0694 | 0.4121 | 1.0694 | 1.0341 |
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- | No log | 5.4359 | 212 | 1.0544 | 0.3995 | 1.0544 | 1.0268 |
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- | No log | 5.4872 | 214 | 1.0490 | 0.3995 | 1.0490 | 1.0242 |
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- | No log | 5.5385 | 216 | 1.0532 | 0.4009 | 1.0532 | 1.0263 |
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- | No log | 5.5897 | 218 | 1.0846 | 0.4007 | 1.0846 | 1.0414 |
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- | No log | 5.6410 | 220 | 1.0452 | 0.3993 | 1.0452 | 1.0224 |
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- | No log | 5.6923 | 222 | 1.0066 | 0.3715 | 1.0066 | 1.0033 |
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- | No log | 5.7436 | 224 | 0.9697 | 0.3190 | 0.9697 | 0.9847 |
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- | No log | 5.7949 | 226 | 0.9566 | 0.3493 | 0.9566 | 0.9780 |
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- | No log | 5.8462 | 228 | 0.9454 | 0.3519 | 0.9454 | 0.9723 |
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- | No log | 5.8974 | 230 | 0.9239 | 0.3466 | 0.9239 | 0.9612 |
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- | No log | 5.9487 | 232 | 0.9379 | 0.3726 | 0.9379 | 0.9685 |
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- | No log | 6.0 | 234 | 0.9369 | 0.3112 | 0.9369 | 0.9679 |
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- | No log | 6.0513 | 236 | 0.9438 | 0.3112 | 0.9438 | 0.9715 |
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- | No log | 6.1026 | 238 | 0.9459 | 0.3596 | 0.9459 | 0.9726 |
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- | No log | 6.1538 | 240 | 0.9595 | 0.3493 | 0.9595 | 0.9795 |
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- | No log | 6.2051 | 242 | 1.0204 | 0.4285 | 1.0204 | 1.0101 |
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- | No log | 6.2564 | 244 | 1.0622 | 0.4206 | 1.0622 | 1.0307 |
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- | No log | 6.3077 | 246 | 1.0190 | 0.3457 | 1.0190 | 1.0095 |
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- | No log | 6.3590 | 248 | 0.9699 | 0.4011 | 0.9699 | 0.9848 |
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- | No log | 6.4103 | 250 | 0.9179 | 0.3736 | 0.9179 | 0.9581 |
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- | No log | 6.4615 | 252 | 0.8754 | 0.3378 | 0.8754 | 0.9356 |
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- | No log | 6.5128 | 254 | 0.8565 | 0.2619 | 0.8565 | 0.9255 |
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- | No log | 6.5641 | 256 | 0.8649 | 0.3365 | 0.8649 | 0.9300 |
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- | No log | 6.6154 | 258 | 0.8628 | 0.3033 | 0.8628 | 0.9289 |
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- | No log | 6.6667 | 260 | 0.8874 | 0.3378 | 0.8874 | 0.9420 |
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- | No log | 6.7179 | 262 | 0.9254 | 0.3931 | 0.9254 | 0.9620 |
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- | No log | 6.7692 | 264 | 0.9359 | 0.4175 | 0.9359 | 0.9674 |
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- | No log | 6.8205 | 266 | 0.9889 | 0.3907 | 0.9889 | 0.9944 |
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- | No log | 6.8718 | 268 | 0.9706 | 0.3562 | 0.9706 | 0.9852 |
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- | No log | 6.9231 | 270 | 0.9902 | 0.3812 | 0.9902 | 0.9951 |
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- | No log | 6.9744 | 272 | 0.9874 | 0.3812 | 0.9874 | 0.9937 |
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- | No log | 7.0256 | 274 | 0.9355 | 0.3689 | 0.9355 | 0.9672 |
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- | No log | 7.0769 | 276 | 0.9444 | 0.3257 | 0.9444 | 0.9718 |
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- | No log | 7.1282 | 278 | 0.9384 | 0.3017 | 0.9384 | 0.9687 |
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- | No log | 7.1795 | 280 | 0.9424 | 0.2976 | 0.9424 | 0.9708 |
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- | No log | 7.2308 | 282 | 0.9673 | 0.3397 | 0.9673 | 0.9835 |
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- | No log | 7.2821 | 284 | 0.9630 | 0.2976 | 0.9630 | 0.9813 |
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- | No log | 7.3333 | 286 | 0.9859 | 0.3367 | 0.9859 | 0.9929 |
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- | No log | 7.3846 | 288 | 0.9900 | 0.3472 | 0.9900 | 0.9950 |
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- | No log | 7.4359 | 290 | 0.9811 | 0.2921 | 0.9811 | 0.9905 |
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- | No log | 7.4872 | 292 | 0.9855 | 0.3373 | 0.9855 | 0.9927 |
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- | No log | 7.5385 | 294 | 0.9731 | 0.3224 | 0.9731 | 0.9865 |
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- | No log | 7.5897 | 296 | 0.9671 | 0.3841 | 0.9671 | 0.9834 |
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- | No log | 7.6410 | 298 | 0.9860 | 0.3472 | 0.9860 | 0.9930 |
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- | No log | 7.6923 | 300 | 1.0125 | 0.4392 | 1.0125 | 1.0062 |
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- | No log | 7.7436 | 302 | 0.9655 | 0.4495 | 0.9655 | 0.9826 |
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- | No log | 7.7949 | 304 | 0.9178 | 0.3229 | 0.9178 | 0.9580 |
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- | No log | 7.8462 | 306 | 0.9106 | 0.3178 | 0.9106 | 0.9543 |
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- | No log | 7.8974 | 308 | 0.8952 | 0.3178 | 0.8952 | 0.9462 |
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- | No log | 7.9487 | 310 | 0.9022 | 0.3378 | 0.9022 | 0.9498 |
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- | No log | 8.0 | 312 | 0.9481 | 0.4037 | 0.9481 | 0.9737 |
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- | No log | 8.0513 | 314 | 0.9196 | 0.3091 | 0.9196 | 0.9590 |
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- | No log | 8.1026 | 316 | 0.9159 | 0.3033 | 0.9159 | 0.9570 |
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- | No log | 8.1538 | 318 | 0.9508 | 0.3722 | 0.9508 | 0.9751 |
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- | No log | 8.2051 | 320 | 0.9568 | 0.3722 | 0.9568 | 0.9782 |
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- | No log | 8.2564 | 322 | 0.9337 | 0.3493 | 0.9337 | 0.9663 |
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- | No log | 8.3077 | 324 | 0.9948 | 0.4131 | 0.9948 | 0.9974 |
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- | No log | 8.3590 | 326 | 1.0302 | 0.4590 | 1.0302 | 1.0150 |
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- | No log | 8.4103 | 328 | 0.9621 | 0.3806 | 0.9621 | 0.9809 |
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- | No log | 8.4615 | 330 | 0.9355 | 0.3033 | 0.9355 | 0.9672 |
217
- | No log | 8.5128 | 332 | 0.9428 | 0.3496 | 0.9428 | 0.9710 |
218
- | No log | 8.5641 | 334 | 0.9447 | 0.3117 | 0.9447 | 0.9720 |
219
- | No log | 8.6154 | 336 | 0.9271 | 0.3335 | 0.9271 | 0.9629 |
220
- | No log | 8.6667 | 338 | 0.9648 | 0.3418 | 0.9648 | 0.9823 |
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- | No log | 8.7179 | 340 | 1.0138 | 0.3662 | 1.0138 | 1.0069 |
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- | No log | 8.7692 | 342 | 0.9803 | 0.3697 | 0.9803 | 0.9901 |
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- | No log | 8.8205 | 344 | 0.9735 | 0.3056 | 0.9735 | 0.9867 |
224
- | No log | 8.8718 | 346 | 1.0793 | 0.4615 | 1.0793 | 1.0389 |
225
- | No log | 8.9231 | 348 | 1.0970 | 0.4421 | 1.0970 | 1.0474 |
226
- | No log | 8.9744 | 350 | 1.0061 | 0.3590 | 1.0061 | 1.0031 |
227
- | No log | 9.0256 | 352 | 0.9835 | 0.3128 | 0.9835 | 0.9917 |
228
- | No log | 9.0769 | 354 | 1.0706 | 0.3409 | 1.0706 | 1.0347 |
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- | No log | 9.1282 | 356 | 1.0775 | 0.3491 | 1.0775 | 1.0380 |
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- | No log | 9.1795 | 358 | 0.9994 | 0.2480 | 0.9994 | 0.9997 |
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- | No log | 9.2308 | 360 | 1.0005 | 0.2829 | 1.0005 | 1.0003 |
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- | No log | 9.2821 | 362 | 1.0241 | 0.2932 | 1.0241 | 1.0120 |
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- | No log | 9.3333 | 364 | 0.9800 | 0.2763 | 0.9800 | 0.9899 |
234
- | No log | 9.3846 | 366 | 0.9607 | 0.2790 | 0.9607 | 0.9802 |
235
- | No log | 9.4359 | 368 | 0.9575 | 0.2790 | 0.9575 | 0.9785 |
236
- | No log | 9.4872 | 370 | 0.9462 | 0.2790 | 0.9462 | 0.9727 |
237
- | No log | 9.5385 | 372 | 0.9515 | 0.3033 | 0.9515 | 0.9754 |
238
- | No log | 9.5897 | 374 | 0.9836 | 0.2338 | 0.9836 | 0.9918 |
239
- | No log | 9.6410 | 376 | 1.0111 | 0.2785 | 1.0111 | 1.0055 |
240
- | No log | 9.6923 | 378 | 0.9947 | 0.3149 | 0.9947 | 0.9973 |
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- | No log | 9.7436 | 380 | 0.9969 | 0.3149 | 0.9969 | 0.9984 |
242
- | No log | 9.7949 | 382 | 0.9898 | 0.3091 | 0.9898 | 0.9949 |
243
- | No log | 9.8462 | 384 | 0.9844 | 0.3091 | 0.9844 | 0.9922 |
244
- | No log | 9.8974 | 386 | 0.9675 | 0.3091 | 0.9675 | 0.9836 |
245
- | No log | 9.9487 | 388 | 0.9703 | 0.3194 | 0.9703 | 0.9850 |
246
- | No log | 10.0 | 390 | 0.9763 | 0.2865 | 0.9763 | 0.9881 |
247
- | No log | 10.0513 | 392 | 0.9873 | 0.2449 | 0.9873 | 0.9936 |
248
- | No log | 10.1026 | 394 | 1.0028 | 0.3091 | 1.0028 | 1.0014 |
249
- | No log | 10.1538 | 396 | 1.0404 | 0.2486 | 1.0404 | 1.0200 |
250
- | No log | 10.2051 | 398 | 1.0441 | 0.2560 | 1.0441 | 1.0218 |
251
- | No log | 10.2564 | 400 | 1.0255 | 0.3091 | 1.0255 | 1.0127 |
252
- | No log | 10.3077 | 402 | 1.0412 | 0.2480 | 1.0412 | 1.0204 |
253
- | No log | 10.3590 | 404 | 1.0213 | 0.2301 | 1.0213 | 1.0106 |
254
- | No log | 10.4103 | 406 | 1.0060 | 0.2301 | 1.0060 | 1.0030 |
255
- | No log | 10.4615 | 408 | 0.9899 | 0.2239 | 0.9899 | 0.9950 |
256
- | No log | 10.5128 | 410 | 0.9971 | 0.2301 | 0.9971 | 0.9985 |
257
- | No log | 10.5641 | 412 | 1.0180 | 0.2347 | 1.0180 | 1.0090 |
258
- | No log | 10.6154 | 414 | 1.0361 | 0.1761 | 1.0361 | 1.0179 |
259
- | No log | 10.6667 | 416 | 1.0502 | 0.2899 | 1.0502 | 1.0248 |
260
- | No log | 10.7179 | 418 | 1.0607 | 0.2939 | 1.0607 | 1.0299 |
261
- | No log | 10.7692 | 420 | 1.0401 | 0.2764 | 1.0401 | 1.0199 |
262
- | No log | 10.8205 | 422 | 1.0164 | 0.2440 | 1.0164 | 1.0082 |
263
- | No log | 10.8718 | 424 | 1.0016 | 0.2301 | 1.0016 | 1.0008 |
264
- | No log | 10.9231 | 426 | 1.0034 | 0.2625 | 1.0034 | 1.0017 |
265
- | No log | 10.9744 | 428 | 1.0245 | 0.2031 | 1.0245 | 1.0122 |
266
- | No log | 11.0256 | 430 | 1.0473 | 0.2600 | 1.0473 | 1.0234 |
267
- | No log | 11.0769 | 432 | 1.0269 | 0.2276 | 1.0269 | 1.0133 |
268
- | No log | 11.1282 | 434 | 0.9785 | 0.2835 | 0.9785 | 0.9892 |
269
- | No log | 11.1795 | 436 | 0.9660 | 0.2835 | 0.9660 | 0.9828 |
270
- | No log | 11.2308 | 438 | 0.9496 | 0.2416 | 0.9496 | 0.9745 |
271
- | No log | 11.2821 | 440 | 0.9434 | 0.2291 | 0.9434 | 0.9713 |
272
- | No log | 11.3333 | 442 | 0.9394 | 0.2643 | 0.9394 | 0.9692 |
273
- | No log | 11.3846 | 444 | 0.9445 | 0.1989 | 0.9445 | 0.9718 |
274
- | No log | 11.4359 | 446 | 0.9547 | 0.2351 | 0.9547 | 0.9771 |
275
- | No log | 11.4872 | 448 | 0.9605 | 0.2765 | 0.9605 | 0.9801 |
276
- | No log | 11.5385 | 450 | 0.9926 | 0.3038 | 0.9926 | 0.9963 |
277
- | No log | 11.5897 | 452 | 1.0621 | 0.3311 | 1.0621 | 1.0306 |
278
- | No log | 11.6410 | 454 | 1.0593 | 0.3230 | 1.0593 | 1.0292 |
279
- | No log | 11.6923 | 456 | 1.0256 | 0.2921 | 1.0256 | 1.0127 |
280
- | No log | 11.7436 | 458 | 1.0368 | 0.3072 | 1.0368 | 1.0182 |
281
- | No log | 11.7949 | 460 | 1.0346 | 0.2921 | 1.0346 | 1.0172 |
282
- | No log | 11.8462 | 462 | 1.0323 | 0.2560 | 1.0323 | 1.0160 |
283
- | No log | 11.8974 | 464 | 1.0244 | 0.2432 | 1.0244 | 1.0121 |
284
- | No log | 11.9487 | 466 | 1.0104 | 0.2351 | 1.0104 | 1.0052 |
285
- | No log | 12.0 | 468 | 0.9886 | 0.2351 | 0.9886 | 0.9943 |
286
- | No log | 12.0513 | 470 | 0.9871 | 0.2596 | 0.9871 | 0.9935 |
287
- | No log | 12.1026 | 472 | 0.9923 | 0.2351 | 0.9923 | 0.9962 |
288
- | No log | 12.1538 | 474 | 1.0367 | 0.2351 | 1.0367 | 1.0182 |
289
- | No log | 12.2051 | 476 | 1.0428 | 0.2408 | 1.0428 | 1.0212 |
290
- | No log | 12.2564 | 478 | 1.0318 | 0.2952 | 1.0318 | 1.0158 |
291
- | No log | 12.3077 | 480 | 1.0325 | 0.2931 | 1.0325 | 1.0161 |
292
- | No log | 12.3590 | 482 | 0.9963 | 0.2647 | 0.9963 | 0.9981 |
293
- | No log | 12.4103 | 484 | 0.9711 | 0.2647 | 0.9711 | 0.9855 |
294
- | No log | 12.4615 | 486 | 0.9755 | 0.2647 | 0.9755 | 0.9877 |
295
- | No log | 12.5128 | 488 | 0.9636 | 0.2647 | 0.9636 | 0.9816 |
296
- | No log | 12.5641 | 490 | 0.9657 | 0.2790 | 0.9657 | 0.9827 |
297
- | No log | 12.6154 | 492 | 0.9734 | 0.2790 | 0.9734 | 0.9866 |
298
- | No log | 12.6667 | 494 | 0.9799 | 0.2742 | 0.9799 | 0.9899 |
299
- | No log | 12.7179 | 496 | 0.9795 | 0.2742 | 0.9795 | 0.9897 |
300
- | No log | 12.7692 | 498 | 0.9867 | 0.3156 | 0.9867 | 0.9934 |
301
- | 0.3164 | 12.8205 | 500 | 1.0046 | 0.2788 | 1.0046 | 1.0023 |
302
- | 0.3164 | 12.8718 | 502 | 1.0004 | 0.2742 | 1.0004 | 1.0002 |
303
- | 0.3164 | 12.9231 | 504 | 1.0010 | 0.2449 | 1.0010 | 1.0005 |
304
- | 0.3164 | 12.9744 | 506 | 1.0091 | 0.2449 | 1.0091 | 1.0045 |
305
- | 0.3164 | 13.0256 | 508 | 1.0242 | 0.2624 | 1.0242 | 1.0120 |
306
- | 0.3164 | 13.0769 | 510 | 1.0129 | 0.2449 | 1.0129 | 1.0064 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task5_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task5_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: 0.7417
19
+ - Qwk: 0.5002
20
+ - Mse: 0.7417
21
+ - Rmse: 0.8612
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.05 | 2 | 3.8986 | 0.0069 | 3.8986 | 1.9745 |
53
+ | No log | 0.1 | 4 | 2.2101 | -0.0234 | 2.2101 | 1.4866 |
54
+ | No log | 0.15 | 6 | 1.3129 | 0.0 | 1.3129 | 1.1458 |
55
+ | No log | 0.2 | 8 | 1.1252 | 0.2175 | 1.1252 | 1.0608 |
56
+ | No log | 0.25 | 10 | 1.2713 | 0.0380 | 1.2713 | 1.1275 |
57
+ | No log | 0.3 | 12 | 1.1860 | 0.0380 | 1.1860 | 1.0891 |
58
+ | No log | 0.35 | 14 | 1.0427 | 0.3460 | 1.0427 | 1.0211 |
59
+ | No log | 0.4 | 16 | 1.0931 | 0.1352 | 1.0931 | 1.0455 |
60
+ | No log | 0.45 | 18 | 1.1453 | 0.0820 | 1.1453 | 1.0702 |
61
+ | No log | 0.5 | 20 | 0.9747 | 0.3014 | 0.9747 | 0.9873 |
62
+ | No log | 0.55 | 22 | 0.9461 | 0.3243 | 0.9461 | 0.9727 |
63
+ | No log | 0.6 | 24 | 0.9433 | 0.2991 | 0.9433 | 0.9713 |
64
+ | No log | 0.65 | 26 | 0.9494 | 0.2615 | 0.9494 | 0.9744 |
65
+ | No log | 0.7 | 28 | 1.0625 | 0.2903 | 1.0625 | 1.0308 |
66
+ | No log | 0.75 | 30 | 1.1884 | 0.2377 | 1.1884 | 1.0901 |
67
+ | No log | 0.8 | 32 | 1.3454 | 0.1905 | 1.3454 | 1.1599 |
68
+ | No log | 0.85 | 34 | 1.2914 | 0.1354 | 1.2914 | 1.1364 |
69
+ | No log | 0.9 | 36 | 1.2334 | 0.125 | 1.2334 | 1.1106 |
70
+ | No log | 0.95 | 38 | 1.2679 | 0.0380 | 1.2679 | 1.1260 |
71
+ | No log | 1.0 | 40 | 1.2594 | 0.0232 | 1.2594 | 1.1222 |
72
+ | No log | 1.05 | 42 | 1.1263 | 0.0850 | 1.1263 | 1.0613 |
73
+ | No log | 1.1 | 44 | 1.0128 | 0.2114 | 1.0128 | 1.0064 |
74
+ | No log | 1.15 | 46 | 1.0034 | 0.3200 | 1.0034 | 1.0017 |
75
+ | No log | 1.2 | 48 | 1.1248 | 0.2975 | 1.1248 | 1.0606 |
76
+ | No log | 1.25 | 50 | 1.1972 | 0.2729 | 1.1972 | 1.0942 |
77
+ | No log | 1.3 | 52 | 1.2813 | 0.2727 | 1.2813 | 1.1319 |
78
+ | No log | 1.35 | 54 | 1.0775 | 0.2281 | 1.0775 | 1.0380 |
79
+ | No log | 1.4 | 56 | 0.9822 | 0.2713 | 0.9822 | 0.9911 |
80
+ | No log | 1.45 | 58 | 0.9424 | 0.2888 | 0.9424 | 0.9708 |
81
+ | No log | 1.5 | 60 | 0.9912 | 0.3428 | 0.9912 | 0.9956 |
82
+ | No log | 1.55 | 62 | 1.0802 | 0.2590 | 1.0802 | 1.0393 |
83
+ | No log | 1.6 | 64 | 1.2054 | 0.2317 | 1.2054 | 1.0979 |
84
+ | No log | 1.65 | 66 | 1.0701 | 0.2448 | 1.0701 | 1.0344 |
85
+ | No log | 1.7 | 68 | 0.9172 | 0.3207 | 0.9172 | 0.9577 |
86
+ | No log | 1.75 | 70 | 0.8746 | 0.3982 | 0.8746 | 0.9352 |
87
+ | No log | 1.8 | 72 | 0.8400 | 0.3942 | 0.8400 | 0.9165 |
88
+ | No log | 1.85 | 74 | 0.8095 | 0.4416 | 0.8095 | 0.8997 |
89
+ | No log | 1.9 | 76 | 0.8363 | 0.4090 | 0.8363 | 0.9145 |
90
+ | No log | 1.95 | 78 | 0.8212 | 0.4228 | 0.8212 | 0.9062 |
91
+ | No log | 2.0 | 80 | 0.8142 | 0.3488 | 0.8142 | 0.9023 |
92
+ | No log | 2.05 | 82 | 0.9078 | 0.4044 | 0.9078 | 0.9528 |
93
+ | No log | 2.1 | 84 | 1.1007 | 0.2195 | 1.1007 | 1.0492 |
94
+ | No log | 2.15 | 86 | 1.0363 | 0.3844 | 1.0363 | 1.0180 |
95
+ | No log | 2.2 | 88 | 0.9949 | 0.2591 | 0.9949 | 0.9975 |
96
+ | No log | 2.25 | 90 | 1.0085 | 0.3059 | 1.0085 | 1.0042 |
97
+ | No log | 2.3 | 92 | 0.9314 | 0.2764 | 0.9314 | 0.9651 |
98
+ | No log | 2.35 | 94 | 0.8592 | 0.4027 | 0.8592 | 0.9270 |
99
+ | No log | 2.4 | 96 | 0.8740 | 0.3753 | 0.8740 | 0.9349 |
100
+ | No log | 2.45 | 98 | 0.9866 | 0.3631 | 0.9866 | 0.9933 |
101
+ | No log | 2.5 | 100 | 0.8922 | 0.4214 | 0.8922 | 0.9445 |
102
+ | No log | 2.55 | 102 | 0.8725 | 0.4584 | 0.8725 | 0.9341 |
103
+ | No log | 2.6 | 104 | 0.8846 | 0.4815 | 0.8846 | 0.9406 |
104
+ | No log | 2.65 | 106 | 1.0096 | 0.4043 | 1.0096 | 1.0048 |
105
+ | No log | 2.7 | 108 | 0.8884 | 0.4045 | 0.8884 | 0.9426 |
106
+ | No log | 2.75 | 110 | 0.7584 | 0.5175 | 0.7584 | 0.8709 |
107
+ | No log | 2.8 | 112 | 0.7003 | 0.6084 | 0.7003 | 0.8368 |
108
+ | No log | 2.85 | 114 | 0.8404 | 0.4377 | 0.8404 | 0.9167 |
109
+ | No log | 2.9 | 116 | 1.0889 | 0.4379 | 1.0889 | 1.0435 |
110
+ | No log | 2.95 | 118 | 1.0972 | 0.4087 | 1.0972 | 1.0475 |
111
+ | No log | 3.0 | 120 | 0.7927 | 0.4499 | 0.7927 | 0.8903 |
112
+ | No log | 3.05 | 122 | 0.7301 | 0.6035 | 0.7301 | 0.8545 |
113
+ | No log | 3.1 | 124 | 0.7440 | 0.5536 | 0.7440 | 0.8625 |
114
+ | No log | 3.15 | 126 | 0.7334 | 0.6164 | 0.7334 | 0.8564 |
115
+ | No log | 3.2 | 128 | 0.7751 | 0.4737 | 0.7751 | 0.8804 |
116
+ | No log | 3.25 | 130 | 0.8420 | 0.5470 | 0.8420 | 0.9176 |
117
+ | No log | 3.3 | 132 | 1.0204 | 0.4894 | 1.0204 | 1.0101 |
118
+ | No log | 3.35 | 134 | 0.9790 | 0.4802 | 0.9790 | 0.9894 |
119
+ | No log | 3.4 | 136 | 0.8101 | 0.4943 | 0.8101 | 0.9001 |
120
+ | No log | 3.45 | 138 | 0.7800 | 0.5267 | 0.7800 | 0.8832 |
121
+ | No log | 3.5 | 140 | 0.7829 | 0.5977 | 0.7829 | 0.8848 |
122
+ | No log | 3.55 | 142 | 0.8259 | 0.5571 | 0.8259 | 0.9088 |
123
+ | No log | 3.6 | 144 | 0.8143 | 0.5553 | 0.8143 | 0.9024 |
124
+ | No log | 3.65 | 146 | 0.8774 | 0.5045 | 0.8774 | 0.9367 |
125
+ | No log | 3.7 | 148 | 0.9675 | 0.3397 | 0.9675 | 0.9836 |
126
+ | No log | 3.75 | 150 | 0.8430 | 0.4884 | 0.8430 | 0.9182 |
127
+ | No log | 3.8 | 152 | 0.7413 | 0.5262 | 0.7413 | 0.8610 |
128
+ | No log | 3.85 | 154 | 0.7107 | 0.5407 | 0.7107 | 0.8430 |
129
+ | No log | 3.9 | 156 | 0.7885 | 0.5370 | 0.7885 | 0.8880 |
130
+ | No log | 3.95 | 158 | 0.7512 | 0.5173 | 0.7512 | 0.8667 |
131
+ | No log | 4.0 | 160 | 0.7311 | 0.5729 | 0.7311 | 0.8550 |
132
+ | No log | 4.05 | 162 | 0.7989 | 0.5342 | 0.7989 | 0.8938 |
133
+ | No log | 4.1 | 164 | 0.8495 | 0.5294 | 0.8495 | 0.9217 |
134
+ | No log | 4.15 | 166 | 0.9484 | 0.4890 | 0.9484 | 0.9739 |
135
+ | No log | 4.2 | 168 | 0.8906 | 0.5486 | 0.8906 | 0.9437 |
136
+ | No log | 4.25 | 170 | 0.7351 | 0.5722 | 0.7351 | 0.8574 |
137
+ | No log | 4.3 | 172 | 0.7567 | 0.5847 | 0.7567 | 0.8699 |
138
+ | No log | 4.35 | 174 | 0.7717 | 0.5196 | 0.7717 | 0.8785 |
139
+ | No log | 4.4 | 176 | 0.9796 | 0.4910 | 0.9796 | 0.9897 |
140
+ | No log | 4.45 | 178 | 0.9473 | 0.5621 | 0.9473 | 0.9733 |
141
+ | No log | 4.5 | 180 | 0.7753 | 0.5489 | 0.7753 | 0.8805 |
142
+ | No log | 4.55 | 182 | 0.7462 | 0.4203 | 0.7462 | 0.8638 |
143
+ | No log | 4.6 | 184 | 0.7578 | 0.3818 | 0.7578 | 0.8705 |
144
+ | No log | 4.65 | 186 | 0.7916 | 0.5089 | 0.7916 | 0.8897 |
145
+ | No log | 4.7 | 188 | 0.8445 | 0.5173 | 0.8445 | 0.9190 |
146
+ | No log | 4.75 | 190 | 0.8310 | 0.4503 | 0.8310 | 0.9116 |
147
+ | No log | 4.8 | 192 | 0.8237 | 0.3335 | 0.8237 | 0.9076 |
148
+ | No log | 4.85 | 194 | 0.8531 | 0.3603 | 0.8531 | 0.9236 |
149
+ | No log | 4.9 | 196 | 0.8969 | 0.3667 | 0.8969 | 0.9471 |
150
+ | No log | 4.95 | 198 | 0.9482 | 0.4603 | 0.9482 | 0.9738 |
151
+ | No log | 5.0 | 200 | 0.9268 | 0.4603 | 0.9268 | 0.9627 |
152
+ | No log | 5.05 | 202 | 0.8345 | 0.4822 | 0.8345 | 0.9135 |
153
+ | No log | 5.1 | 204 | 0.7540 | 0.5819 | 0.7540 | 0.8683 |
154
+ | No log | 5.15 | 206 | 0.7573 | 0.5527 | 0.7573 | 0.8702 |
155
+ | No log | 5.2 | 208 | 0.6901 | 0.6511 | 0.6901 | 0.8307 |
156
+ | No log | 5.25 | 210 | 0.7017 | 0.6371 | 0.7017 | 0.8377 |
157
+ | No log | 5.3 | 212 | 0.6701 | 0.6224 | 0.6701 | 0.8186 |
158
+ | No log | 5.35 | 214 | 0.6708 | 0.6301 | 0.6708 | 0.8190 |
159
+ | No log | 5.4 | 216 | 0.7253 | 0.6245 | 0.7253 | 0.8516 |
160
+ | No log | 5.45 | 218 | 0.7727 | 0.5224 | 0.7727 | 0.8790 |
161
+ | No log | 5.5 | 220 | 0.8488 | 0.5006 | 0.8488 | 0.9213 |
162
+ | No log | 5.55 | 222 | 0.7701 | 0.6198 | 0.7701 | 0.8775 |
163
+ | No log | 5.6 | 224 | 0.7079 | 0.6365 | 0.7079 | 0.8414 |
164
+ | No log | 5.65 | 226 | 0.7154 | 0.6076 | 0.7154 | 0.8458 |
165
+ | No log | 5.7 | 228 | 0.8088 | 0.5355 | 0.8088 | 0.8994 |
166
+ | No log | 5.75 | 230 | 0.8190 | 0.5355 | 0.8190 | 0.9050 |
167
+ | No log | 5.8 | 232 | 0.7571 | 0.5575 | 0.7571 | 0.8701 |
168
+ | No log | 5.85 | 234 | 0.7464 | 0.5594 | 0.7464 | 0.8639 |
169
+ | No log | 5.9 | 236 | 0.7538 | 0.5678 | 0.7538 | 0.8682 |
170
+ | No log | 5.95 | 238 | 0.7448 | 0.5786 | 0.7448 | 0.8630 |
171
+ | No log | 6.0 | 240 | 0.7282 | 0.5373 | 0.7282 | 0.8533 |
172
+ | No log | 6.05 | 242 | 0.7178 | 0.4927 | 0.7178 | 0.8472 |
173
+ | No log | 6.1 | 244 | 0.7442 | 0.5948 | 0.7442 | 0.8627 |
174
+ | No log | 6.15 | 246 | 0.9118 | 0.4480 | 0.9118 | 0.9549 |
175
+ | No log | 6.2 | 248 | 0.8806 | 0.4476 | 0.8806 | 0.9384 |
176
+ | No log | 6.25 | 250 | 0.7721 | 0.5266 | 0.7721 | 0.8787 |
177
+ | No log | 6.3 | 252 | 0.7063 | 0.6259 | 0.7063 | 0.8404 |
178
+ | No log | 6.35 | 254 | 0.7231 | 0.5430 | 0.7231 | 0.8503 |
179
+ | No log | 6.4 | 256 | 0.6965 | 0.6015 | 0.6965 | 0.8346 |
180
+ | No log | 6.45 | 258 | 0.7179 | 0.6083 | 0.7179 | 0.8473 |
181
+ | No log | 6.5 | 260 | 0.9199 | 0.5090 | 0.9199 | 0.9591 |
182
+ | No log | 6.55 | 262 | 0.9342 | 0.5283 | 0.9342 | 0.9665 |
183
+ | No log | 6.6 | 264 | 0.7634 | 0.5896 | 0.7634 | 0.8737 |
184
+ | No log | 6.65 | 266 | 0.7252 | 0.6078 | 0.7252 | 0.8516 |
185
+ | No log | 6.7 | 268 | 0.7537 | 0.5503 | 0.7537 | 0.8681 |
186
+ | No log | 6.75 | 270 | 0.7095 | 0.6005 | 0.7095 | 0.8423 |
187
+ | No log | 6.8 | 272 | 0.7303 | 0.5797 | 0.7303 | 0.8546 |
188
+ | No log | 6.85 | 274 | 0.7113 | 0.6324 | 0.7113 | 0.8434 |
189
+ | No log | 6.9 | 276 | 0.6933 | 0.6206 | 0.6933 | 0.8326 |
190
+ | No log | 6.95 | 278 | 0.7037 | 0.6584 | 0.7037 | 0.8389 |
191
+ | No log | 7.0 | 280 | 0.8008 | 0.4915 | 0.8008 | 0.8949 |
192
+ | No log | 7.05 | 282 | 0.7922 | 0.5114 | 0.7922 | 0.8900 |
193
+ | No log | 7.1 | 284 | 0.6913 | 0.6511 | 0.6913 | 0.8314 |
194
+ | No log | 7.15 | 286 | 0.6741 | 0.6610 | 0.6741 | 0.8210 |
195
+ | No log | 7.2 | 288 | 0.6744 | 0.6555 | 0.6744 | 0.8212 |
196
+ | No log | 7.25 | 290 | 0.6748 | 0.6288 | 0.6748 | 0.8215 |
197
+ | No log | 7.3 | 292 | 0.7343 | 0.5255 | 0.7343 | 0.8569 |
198
+ | No log | 7.35 | 294 | 0.8056 | 0.5131 | 0.8056 | 0.8975 |
199
+ | No log | 7.4 | 296 | 0.7573 | 0.4929 | 0.7573 | 0.8702 |
200
+ | No log | 7.45 | 298 | 0.7103 | 0.5928 | 0.7103 | 0.8428 |
201
+ | No log | 7.5 | 300 | 0.7178 | 0.5638 | 0.7178 | 0.8472 |
202
+ | No log | 7.55 | 302 | 0.7185 | 0.6262 | 0.7185 | 0.8477 |
203
+ | No log | 7.6 | 304 | 0.7414 | 0.5975 | 0.7414 | 0.8610 |
204
+ | No log | 7.65 | 306 | 0.7642 | 0.5810 | 0.7642 | 0.8742 |
205
+ | No log | 7.7 | 308 | 0.7451 | 0.6296 | 0.7451 | 0.8632 |
206
+ | No log | 7.75 | 310 | 0.7018 | 0.6118 | 0.7018 | 0.8377 |
207
+ | No log | 7.8 | 312 | 0.6953 | 0.5610 | 0.6953 | 0.8338 |
208
+ | No log | 7.85 | 314 | 0.7207 | 0.5117 | 0.7207 | 0.8490 |
209
+ | No log | 7.9 | 316 | 0.7767 | 0.5266 | 0.7767 | 0.8813 |
210
+ | No log | 7.95 | 318 | 0.7890 | 0.5356 | 0.7890 | 0.8883 |
211
+ | No log | 8.0 | 320 | 0.7450 | 0.5677 | 0.7450 | 0.8631 |
212
+ | No log | 8.05 | 322 | 0.7087 | 0.6296 | 0.7087 | 0.8418 |
213
+ | No log | 8.1 | 324 | 0.6772 | 0.6650 | 0.6772 | 0.8229 |
214
+ | No log | 8.15 | 326 | 0.6812 | 0.6231 | 0.6812 | 0.8253 |
215
+ | No log | 8.2 | 328 | 0.6651 | 0.6717 | 0.6651 | 0.8155 |
216
+ | No log | 8.25 | 330 | 0.6879 | 0.6326 | 0.6879 | 0.8294 |
217
+ | No log | 8.3 | 332 | 0.6424 | 0.6397 | 0.6424 | 0.8015 |
218
+ | No log | 8.35 | 334 | 0.6252 | 0.6712 | 0.6252 | 0.7907 |
219
+ | No log | 8.4 | 336 | 0.6391 | 0.6564 | 0.6391 | 0.7995 |
220
+ | No log | 8.45 | 338 | 0.6440 | 0.6564 | 0.6440 | 0.8025 |
221
+ | No log | 8.5 | 340 | 0.6516 | 0.6528 | 0.6516 | 0.8072 |
222
+ | No log | 8.55 | 342 | 0.6593 | 0.6528 | 0.6593 | 0.8120 |
223
+ | No log | 8.6 | 344 | 0.6854 | 0.6459 | 0.6854 | 0.8279 |
224
+ | No log | 8.65 | 346 | 0.7569 | 0.5788 | 0.7569 | 0.8700 |
225
+ | No log | 8.7 | 348 | 0.7336 | 0.6380 | 0.7336 | 0.8565 |
226
+ | No log | 8.75 | 350 | 0.7308 | 0.6128 | 0.7308 | 0.8549 |
227
+ | No log | 8.8 | 352 | 0.7367 | 0.5809 | 0.7367 | 0.8583 |
228
+ | No log | 8.85 | 354 | 0.7352 | 0.5223 | 0.7352 | 0.8574 |
229
+ | No log | 8.9 | 356 | 0.7568 | 0.4646 | 0.7568 | 0.8700 |
230
+ | No log | 8.95 | 358 | 0.8159 | 0.5032 | 0.8159 | 0.9033 |
231
+ | No log | 9.0 | 360 | 0.8637 | 0.5232 | 0.8637 | 0.9293 |
232
+ | No log | 9.05 | 362 | 0.8012 | 0.5165 | 0.8012 | 0.8951 |
233
+ | No log | 9.1 | 364 | 0.7551 | 0.5866 | 0.7551 | 0.8690 |
234
+ | No log | 9.15 | 366 | 0.7462 | 0.5567 | 0.7462 | 0.8639 |
235
+ | No log | 9.2 | 368 | 0.7506 | 0.5675 | 0.7506 | 0.8664 |
236
+ | No log | 9.25 | 370 | 0.7766 | 0.5869 | 0.7766 | 0.8812 |
237
+ | No log | 9.3 | 372 | 0.8911 | 0.5110 | 0.8911 | 0.9440 |
238
+ | No log | 9.35 | 374 | 0.8050 | 0.5537 | 0.8050 | 0.8972 |
239
+ | No log | 9.4 | 376 | 0.7276 | 0.6177 | 0.7276 | 0.8530 |
240
+ | No log | 9.45 | 378 | 0.7214 | 0.6133 | 0.7214 | 0.8494 |
241
+ | No log | 9.5 | 380 | 0.7146 | 0.5370 | 0.7146 | 0.8454 |
242
+ | No log | 9.55 | 382 | 0.7519 | 0.5595 | 0.7519 | 0.8671 |
243
+ | No log | 9.6 | 384 | 0.8334 | 0.5231 | 0.8334 | 0.9129 |
244
+ | No log | 9.65 | 386 | 0.8016 | 0.5150 | 0.8016 | 0.8953 |
245
+ | No log | 9.7 | 388 | 0.7401 | 0.5317 | 0.7401 | 0.8603 |
246
+ | No log | 9.75 | 390 | 0.7306 | 0.5234 | 0.7306 | 0.8547 |
247
+ | No log | 9.8 | 392 | 0.7428 | 0.5197 | 0.7428 | 0.8619 |
248
+ | No log | 9.85 | 394 | 0.8091 | 0.5255 | 0.8091 | 0.8995 |
249
+ | No log | 9.9 | 396 | 0.9101 | 0.5318 | 0.9101 | 0.9540 |
250
+ | No log | 9.95 | 398 | 0.9030 | 0.5318 | 0.9030 | 0.9503 |
251
+ | No log | 10.0 | 400 | 0.8855 | 0.5122 | 0.8855 | 0.9410 |
252
+ | No log | 10.05 | 402 | 0.8028 | 0.4920 | 0.8028 | 0.8960 |
253
+ | No log | 10.1 | 404 | 0.7060 | 0.5690 | 0.7060 | 0.8402 |
254
+ | No log | 10.15 | 406 | 0.6981 | 0.5910 | 0.6981 | 0.8355 |
255
+ | No log | 10.2 | 408 | 0.6958 | 0.5249 | 0.6958 | 0.8341 |
256
+ | No log | 10.25 | 410 | 0.7528 | 0.5658 | 0.7528 | 0.8677 |
257
+ | No log | 10.3 | 412 | 0.7797 | 0.5343 | 0.7797 | 0.8830 |
258
+ | No log | 10.35 | 414 | 0.7715 | 0.5343 | 0.7715 | 0.8783 |
259
+ | No log | 10.4 | 416 | 0.7134 | 0.5098 | 0.7134 | 0.8446 |
260
+ | No log | 10.45 | 418 | 0.6951 | 0.4898 | 0.6951 | 0.8338 |
261
+ | No log | 10.5 | 420 | 0.6958 | 0.4898 | 0.6958 | 0.8342 |
262
+ | No log | 10.55 | 422 | 0.7257 | 0.5383 | 0.7257 | 0.8519 |
263
+ | No log | 10.6 | 424 | 0.7440 | 0.5566 | 0.7440 | 0.8626 |
264
+ | No log | 10.65 | 426 | 0.7059 | 0.5821 | 0.7059 | 0.8402 |
265
+ | No log | 10.7 | 428 | 0.6868 | 0.5954 | 0.6868 | 0.8288 |
266
+ | No log | 10.75 | 430 | 0.6870 | 0.6464 | 0.6870 | 0.8289 |
267
+ | No log | 10.8 | 432 | 0.7112 | 0.6275 | 0.7112 | 0.8433 |
268
+ | No log | 10.85 | 434 | 0.7441 | 0.5875 | 0.7441 | 0.8626 |
269
+ | No log | 10.9 | 436 | 0.6983 | 0.6626 | 0.6983 | 0.8357 |
270
+ | No log | 10.95 | 438 | 0.6998 | 0.5909 | 0.6998 | 0.8365 |
271
+ | No log | 11.0 | 440 | 0.6880 | 0.6228 | 0.6880 | 0.8295 |
272
+ | No log | 11.05 | 442 | 0.6758 | 0.5656 | 0.6758 | 0.8220 |
273
+ | No log | 11.1 | 444 | 0.6816 | 0.5905 | 0.6816 | 0.8256 |
274
+ | No log | 11.15 | 446 | 0.7528 | 0.5549 | 0.7528 | 0.8676 |
275
+ | No log | 11.2 | 448 | 0.7661 | 0.5549 | 0.7661 | 0.8753 |
276
+ | No log | 11.25 | 450 | 0.6987 | 0.5798 | 0.6987 | 0.8359 |
277
+ | No log | 11.3 | 452 | 0.6758 | 0.6301 | 0.6758 | 0.8221 |
278
+ | No log | 11.35 | 454 | 0.6904 | 0.6305 | 0.6904 | 0.8309 |
279
+ | No log | 11.4 | 456 | 0.6979 | 0.5577 | 0.6979 | 0.8354 |
280
+ | No log | 11.45 | 458 | 0.7144 | 0.5658 | 0.7144 | 0.8452 |
281
+ | No log | 11.5 | 460 | 0.6543 | 0.6446 | 0.6543 | 0.8089 |
282
+ | No log | 11.55 | 462 | 0.6473 | 0.6017 | 0.6473 | 0.8046 |
283
+ | No log | 11.6 | 464 | 0.6876 | 0.5560 | 0.6876 | 0.8292 |
284
+ | No log | 11.65 | 466 | 0.6651 | 0.5665 | 0.6651 | 0.8155 |
285
+ | No log | 11.7 | 468 | 0.6222 | 0.6506 | 0.6222 | 0.7888 |
286
+ | No log | 11.75 | 470 | 0.6546 | 0.6035 | 0.6546 | 0.8091 |
287
+ | No log | 11.8 | 472 | 0.6596 | 0.6035 | 0.6596 | 0.8122 |
288
+ | No log | 11.85 | 474 | 0.6279 | 0.6518 | 0.6279 | 0.7924 |
289
+ | No log | 11.9 | 476 | 0.6515 | 0.5581 | 0.6515 | 0.8071 |
290
+ | No log | 11.95 | 478 | 0.6608 | 0.5581 | 0.6608 | 0.8129 |
291
+ | No log | 12.0 | 480 | 0.6327 | 0.6209 | 0.6327 | 0.7954 |
292
+ | No log | 12.05 | 482 | 0.7047 | 0.5243 | 0.7047 | 0.8395 |
293
+ | No log | 12.1 | 484 | 0.7745 | 0.5122 | 0.7745 | 0.8801 |
294
+ | No log | 12.15 | 486 | 0.7326 | 0.5342 | 0.7326 | 0.8559 |
295
+ | No log | 12.2 | 488 | 0.7003 | 0.5810 | 0.7003 | 0.8368 |
296
+ | No log | 12.25 | 490 | 0.6934 | 0.5221 | 0.6934 | 0.8327 |
297
+ | No log | 12.3 | 492 | 0.7079 | 0.4612 | 0.7079 | 0.8414 |
298
+ | No log | 12.35 | 494 | 0.7390 | 0.5070 | 0.7390 | 0.8597 |
299
+ | No log | 12.4 | 496 | 0.8471 | 0.5220 | 0.8471 | 0.9204 |
300
+ | No log | 12.45 | 498 | 0.9200 | 0.5 | 0.9200 | 0.9592 |
301
+ | 0.2821 | 12.5 | 500 | 0.8419 | 0.5019 | 0.8419 | 0.9176 |
302
+ | 0.2821 | 12.55 | 502 | 0.7355 | 0.4843 | 0.7355 | 0.8576 |
303
+ | 0.2821 | 12.6 | 504 | 0.7297 | 0.4983 | 0.7297 | 0.8542 |
304
+ | 0.2821 | 12.65 | 506 | 0.7694 | 0.4990 | 0.7694 | 0.8771 |
305
+ | 0.2821 | 12.7 | 508 | 0.7487 | 0.4983 | 0.7487 | 0.8653 |
306
+ | 0.2821 | 12.75 | 510 | 0.7417 | 0.5002 | 0.7417 | 0.8612 |
307
 
308
 
309
  ### Framework versions
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