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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_task1_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_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: 0.9745
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- - Qwk: 0.55
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- - Mse: 0.9745
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- - Rmse: 0.9872
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  ## Model description
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@@ -47,266 +47,258 @@ 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 | 6.8306 | 0.0174 | 6.8306 | 2.6135 |
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- | No log | 0.3077 | 4 | 4.5677 | 0.0346 | 4.5677 | 2.1372 |
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- | No log | 0.4615 | 6 | 3.5238 | -0.0423 | 3.5238 | 1.8772 |
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- | No log | 0.6154 | 8 | 2.6745 | 0.1408 | 2.6745 | 1.6354 |
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- | No log | 0.7692 | 10 | 2.0035 | 0.1270 | 2.0035 | 1.4155 |
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- | No log | 0.9231 | 12 | 1.8710 | 0.2069 | 1.8710 | 1.3679 |
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- | No log | 1.0769 | 14 | 2.3353 | 0.1325 | 2.3353 | 1.5282 |
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- | No log | 1.2308 | 16 | 1.9808 | 0.2727 | 1.9808 | 1.4074 |
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- | No log | 1.3846 | 18 | 1.5191 | 0.2162 | 1.5191 | 1.2325 |
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- | No log | 1.5385 | 20 | 1.5185 | 0.2385 | 1.5185 | 1.2323 |
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- | No log | 1.6923 | 22 | 1.6201 | 0.2593 | 1.6201 | 1.2728 |
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- | No log | 1.8462 | 24 | 1.4833 | 0.2342 | 1.4833 | 1.2179 |
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- | No log | 2.0 | 26 | 1.6055 | 0.4286 | 1.6055 | 1.2671 |
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- | No log | 2.1538 | 28 | 1.8217 | 0.3662 | 1.8217 | 1.3497 |
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- | No log | 2.3077 | 30 | 1.7126 | 0.4324 | 1.7126 | 1.3087 |
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- | No log | 2.4615 | 32 | 1.9554 | 0.2000 | 1.9554 | 1.3984 |
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- | No log | 2.6154 | 34 | 4.1494 | -0.3333 | 4.1494 | 2.0370 |
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- | No log | 2.7692 | 36 | 5.1844 | -0.3850 | 5.1844 | 2.2769 |
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- | No log | 2.9231 | 38 | 3.1088 | -0.1719 | 3.1088 | 1.7632 |
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- | No log | 3.0769 | 40 | 1.2302 | 0.4174 | 1.2302 | 1.1092 |
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- | No log | 3.2308 | 42 | 1.4134 | 0.3770 | 1.4134 | 1.1889 |
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- | No log | 3.3846 | 44 | 1.5364 | 0.3902 | 1.5364 | 1.2395 |
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- | No log | 3.5385 | 46 | 1.3101 | 0.3333 | 1.3101 | 1.1446 |
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- | No log | 3.6923 | 48 | 1.2681 | 0.3363 | 1.2681 | 1.1261 |
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- | No log | 3.8462 | 50 | 1.2728 | 0.3363 | 1.2728 | 1.1282 |
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- | No log | 4.0 | 52 | 1.2079 | 0.4538 | 1.2079 | 1.0990 |
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- | No log | 4.1538 | 54 | 1.2043 | 0.5082 | 1.2043 | 1.0974 |
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- | No log | 4.3077 | 56 | 1.3553 | 0.4000 | 1.3553 | 1.1642 |
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- | No log | 4.4615 | 58 | 1.2024 | 0.4 | 1.2024 | 1.0965 |
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- | No log | 4.6154 | 60 | 1.0938 | 0.5197 | 1.0938 | 1.0458 |
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- | No log | 4.7692 | 62 | 1.0657 | 0.5426 | 1.0657 | 1.0323 |
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- | No log | 4.9231 | 64 | 1.1821 | 0.4286 | 1.1821 | 1.0872 |
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- | No log | 5.0769 | 66 | 1.3141 | 0.4160 | 1.3141 | 1.1464 |
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- | No log | 5.2308 | 68 | 1.3378 | 0.4160 | 1.3378 | 1.1566 |
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- | No log | 5.3846 | 70 | 1.2014 | 0.4444 | 1.2014 | 1.0961 |
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- | No log | 5.5385 | 72 | 1.2205 | 0.4409 | 1.2205 | 1.1048 |
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- | No log | 5.6923 | 74 | 1.3453 | 0.4409 | 1.3453 | 1.1599 |
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- | No log | 5.8462 | 76 | 1.3291 | 0.4733 | 1.3291 | 1.1528 |
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- | No log | 6.0 | 78 | 1.0980 | 0.5426 | 1.0980 | 1.0479 |
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- | No log | 6.1538 | 80 | 1.0872 | 0.4715 | 1.0872 | 1.0427 |
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- | No log | 6.3077 | 82 | 1.0458 | 0.528 | 1.0458 | 1.0226 |
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- | No log | 6.4615 | 84 | 1.0047 | 0.6364 | 1.0047 | 1.0023 |
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- | No log | 6.6154 | 86 | 0.9983 | 0.6277 | 0.9983 | 0.9991 |
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- | No log | 6.7692 | 88 | 1.1125 | 0.5630 | 1.1125 | 1.0548 |
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- | No log | 6.9231 | 90 | 1.2689 | 0.5362 | 1.2689 | 1.1264 |
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- | No log | 7.0769 | 92 | 1.4772 | 0.4234 | 1.4772 | 1.2154 |
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- | No log | 7.2308 | 94 | 1.2053 | 0.5401 | 1.2053 | 1.0979 |
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- | No log | 7.3846 | 96 | 1.0376 | 0.6165 | 1.0376 | 1.0186 |
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- | No log | 7.5385 | 98 | 1.4595 | 0.4626 | 1.4595 | 1.2081 |
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- | No log | 7.6923 | 100 | 1.4567 | 0.4626 | 1.4567 | 1.2069 |
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- | No log | 7.8462 | 102 | 1.1268 | 0.4812 | 1.1268 | 1.0615 |
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- | No log | 8.0 | 104 | 1.0851 | 0.5781 | 1.0851 | 1.0417 |
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- | No log | 8.1538 | 106 | 1.3080 | 0.4688 | 1.3080 | 1.1437 |
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- | No log | 8.3077 | 108 | 1.3051 | 0.4961 | 1.3051 | 1.1424 |
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- | No log | 8.4615 | 110 | 1.1075 | 0.5410 | 1.1075 | 1.0524 |
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- | No log | 8.6154 | 112 | 1.0202 | 0.6718 | 1.0202 | 1.0101 |
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- | No log | 8.7692 | 114 | 0.9950 | 0.6815 | 0.9950 | 0.9975 |
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- | No log | 8.9231 | 116 | 1.0302 | 0.6 | 1.0302 | 1.0150 |
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- | No log | 9.0769 | 118 | 1.0636 | 0.5846 | 1.0636 | 1.0313 |
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- | No log | 9.2308 | 120 | 1.0364 | 0.6 | 1.0364 | 1.0180 |
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- | No log | 9.3846 | 122 | 1.0068 | 0.5827 | 1.0068 | 1.0034 |
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- | No log | 9.5385 | 124 | 1.0269 | 0.5760 | 1.0269 | 1.0134 |
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- | No log | 9.6923 | 126 | 1.0738 | 0.5574 | 1.0738 | 1.0362 |
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- | No log | 9.8462 | 128 | 1.1679 | 0.5312 | 1.1679 | 1.0807 |
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- | No log | 10.0 | 130 | 1.2342 | 0.5469 | 1.2342 | 1.1110 |
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- | No log | 10.1538 | 132 | 1.1431 | 0.5378 | 1.1431 | 1.0692 |
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- | No log | 10.3077 | 134 | 1.0688 | 0.5574 | 1.0688 | 1.0338 |
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- | No log | 10.4615 | 136 | 1.0413 | 0.5484 | 1.0413 | 1.0205 |
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- | No log | 10.6154 | 138 | 1.1121 | 0.5781 | 1.1121 | 1.0546 |
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- | No log | 10.7692 | 140 | 1.2641 | 0.5156 | 1.2641 | 1.1243 |
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- | No log | 10.9231 | 142 | 1.1988 | 0.5606 | 1.1988 | 1.0949 |
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- | No log | 11.0769 | 144 | 1.0257 | 0.5827 | 1.0257 | 1.0128 |
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- | No log | 11.2308 | 146 | 0.9760 | 0.5938 | 0.9760 | 0.9879 |
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- | No log | 11.3846 | 148 | 1.0126 | 0.5625 | 1.0126 | 1.0063 |
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- | No log | 11.5385 | 150 | 1.0963 | 0.5496 | 1.0963 | 1.0471 |
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- | No log | 11.6923 | 152 | 1.1014 | 0.5692 | 1.1014 | 1.0495 |
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- | No log | 11.8462 | 154 | 1.0914 | 0.5873 | 1.0914 | 1.0447 |
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- | No log | 12.0 | 156 | 1.1489 | 0.5333 | 1.1489 | 1.0719 |
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- | No log | 12.1538 | 158 | 1.1486 | 0.5299 | 1.1486 | 1.0717 |
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- | No log | 12.3077 | 160 | 1.1330 | 0.5299 | 1.1330 | 1.0644 |
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- | No log | 12.4615 | 162 | 1.0991 | 0.5254 | 1.0991 | 1.0484 |
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- | No log | 12.6154 | 164 | 1.0171 | 0.5210 | 1.0171 | 1.0085 |
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- | No log | 12.7692 | 166 | 0.8928 | 0.5968 | 0.8928 | 0.9449 |
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- | No log | 12.9231 | 168 | 0.8151 | 0.6567 | 0.8151 | 0.9028 |
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- | No log | 13.0769 | 170 | 0.9098 | 0.6370 | 0.9098 | 0.9539 |
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- | No log | 13.2308 | 172 | 0.9373 | 0.6165 | 0.9373 | 0.9681 |
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- | No log | 13.3846 | 174 | 1.0534 | 0.544 | 1.0534 | 1.0264 |
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- | No log | 13.5385 | 176 | 1.0763 | 0.5455 | 1.0763 | 1.0375 |
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- | No log | 13.6923 | 178 | 1.0325 | 0.5984 | 1.0325 | 1.0161 |
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- | No log | 13.8462 | 180 | 1.0158 | 0.6061 | 1.0158 | 1.0079 |
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- | No log | 14.0 | 182 | 1.0081 | 0.5827 | 1.0081 | 1.0040 |
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- | No log | 14.1538 | 184 | 1.0286 | 0.5455 | 1.0286 | 1.0142 |
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- | No log | 14.3077 | 186 | 1.0921 | 0.5000 | 1.0921 | 1.0450 |
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- | No log | 14.4615 | 188 | 1.1174 | 0.5082 | 1.1174 | 1.0571 |
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- | No log | 14.6154 | 190 | 1.0040 | 0.56 | 1.0040 | 1.0020 |
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- | No log | 14.7692 | 192 | 1.0030 | 0.5455 | 1.0030 | 1.0015 |
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- | No log | 14.9231 | 194 | 1.1770 | 0.5077 | 1.1770 | 1.0849 |
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- | No log | 15.0769 | 196 | 1.1738 | 0.4806 | 1.1738 | 1.0834 |
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- | No log | 15.2308 | 198 | 1.0642 | 0.4333 | 1.0642 | 1.0316 |
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- | No log | 15.3846 | 200 | 1.1044 | 0.5645 | 1.1044 | 1.0509 |
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- | No log | 15.5385 | 202 | 1.1527 | 0.56 | 1.1527 | 1.0737 |
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- | No log | 15.6923 | 204 | 1.1657 | 0.5714 | 1.1657 | 1.0797 |
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- | No log | 15.8462 | 206 | 1.0880 | 0.5714 | 1.0880 | 1.0431 |
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- | No log | 16.0 | 208 | 0.9915 | 0.6154 | 0.9915 | 0.9958 |
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- | No log | 16.1538 | 210 | 1.0113 | 0.5891 | 1.0113 | 1.0057 |
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- | No log | 16.3077 | 212 | 1.1284 | 0.5397 | 1.1284 | 1.0623 |
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- | No log | 16.4615 | 214 | 1.2111 | 0.5397 | 1.2111 | 1.1005 |
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- | No log | 16.6154 | 216 | 1.1893 | 0.5366 | 1.1893 | 1.0906 |
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- | No log | 16.7692 | 218 | 1.1488 | 0.5210 | 1.1488 | 1.0718 |
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- | No log | 16.9231 | 220 | 1.0789 | 0.5691 | 1.0789 | 1.0387 |
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- | No log | 17.0769 | 222 | 1.0267 | 0.5484 | 1.0267 | 1.0132 |
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- | No log | 17.2308 | 224 | 0.9780 | 0.6617 | 0.9780 | 0.9890 |
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- | No log | 17.3846 | 226 | 1.0126 | 0.5846 | 1.0126 | 1.0063 |
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- | No log | 17.5385 | 228 | 1.0110 | 0.5496 | 1.0110 | 1.0055 |
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- | No log | 17.6923 | 230 | 0.9959 | 0.5496 | 0.9959 | 0.9979 |
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- | No log | 17.8462 | 232 | 1.0137 | 0.5846 | 1.0137 | 1.0068 |
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- | No log | 18.0 | 234 | 1.0023 | 0.5891 | 1.0023 | 1.0012 |
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- | No log | 18.1538 | 236 | 1.0325 | 0.5891 | 1.0325 | 1.0161 |
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- | No log | 18.3077 | 238 | 1.0291 | 0.5891 | 1.0291 | 1.0144 |
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- | No log | 18.4615 | 240 | 0.9382 | 0.6519 | 0.9382 | 0.9686 |
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- | No log | 18.6154 | 242 | 0.9260 | 0.6519 | 0.9260 | 0.9623 |
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- | No log | 18.7692 | 244 | 0.9547 | 0.6519 | 0.9547 | 0.9771 |
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- | No log | 18.9231 | 246 | 1.0410 | 0.5802 | 1.0410 | 1.0203 |
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- | No log | 19.0769 | 248 | 1.2371 | 0.5156 | 1.2371 | 1.1123 |
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- | No log | 19.2308 | 250 | 1.3023 | 0.4462 | 1.3023 | 1.1412 |
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- | No log | 19.3846 | 252 | 1.2406 | 0.544 | 1.2406 | 1.1138 |
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- | No log | 19.5385 | 254 | 1.1352 | 0.5484 | 1.1352 | 1.0655 |
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- | No log | 19.6923 | 256 | 1.0440 | 0.624 | 1.0440 | 1.0217 |
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- | No log | 19.8462 | 258 | 0.9954 | 0.5806 | 0.9954 | 0.9977 |
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- | No log | 20.0 | 260 | 0.9781 | 0.5760 | 0.9781 | 0.9890 |
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- | No log | 20.1538 | 262 | 0.9786 | 0.6667 | 0.9786 | 0.9892 |
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- | No log | 20.3077 | 264 | 1.0975 | 0.5781 | 1.0975 | 1.0476 |
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- | No log | 20.4615 | 266 | 1.2353 | 0.5075 | 1.2353 | 1.1114 |
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- | No log | 20.6154 | 268 | 1.2529 | 0.5303 | 1.2529 | 1.1193 |
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- | No log | 20.7692 | 270 | 1.2191 | 0.5625 | 1.2191 | 1.1041 |
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- | No log | 20.9231 | 272 | 1.1493 | 0.5714 | 1.1493 | 1.0720 |
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- | No log | 21.0769 | 274 | 1.0317 | 0.6462 | 1.0317 | 1.0157 |
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- | No log | 21.2308 | 276 | 0.9577 | 0.6260 | 0.9577 | 0.9786 |
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- | No log | 21.3846 | 278 | 0.9395 | 0.6466 | 0.9395 | 0.9693 |
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- | No log | 21.5385 | 280 | 1.0000 | 0.6260 | 1.0000 | 1.0000 |
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- | No log | 21.6923 | 282 | 1.0485 | 0.5846 | 1.0485 | 1.0240 |
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- | No log | 21.8462 | 284 | 1.0690 | 0.5891 | 1.0690 | 1.0339 |
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- | No log | 22.0 | 286 | 1.0252 | 0.6094 | 1.0252 | 1.0125 |
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- | No log | 22.1538 | 288 | 0.9845 | 0.6094 | 0.9845 | 0.9922 |
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- | No log | 22.3077 | 290 | 0.9648 | 0.6357 | 0.9648 | 0.9822 |
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- | No log | 22.4615 | 292 | 0.9982 | 0.6094 | 0.9982 | 0.9991 |
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- | No log | 22.6154 | 294 | 1.0341 | 0.5938 | 1.0341 | 1.0169 |
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- | No log | 22.7692 | 296 | 1.0418 | 0.6094 | 1.0418 | 1.0207 |
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- | No log | 22.9231 | 298 | 1.1004 | 0.5873 | 1.1004 | 1.0490 |
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- | No log | 23.0769 | 300 | 1.1944 | 0.5410 | 1.1944 | 1.0929 |
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- | No log | 23.2308 | 302 | 1.1819 | 0.5378 | 1.1819 | 1.0871 |
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- | No log | 23.3846 | 304 | 1.1264 | 0.5546 | 1.1264 | 1.0613 |
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- | No log | 23.5385 | 306 | 1.0998 | 0.5546 | 1.0998 | 1.0487 |
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- | No log | 23.6923 | 308 | 1.1148 | 0.5546 | 1.1148 | 1.0558 |
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- | No log | 23.8462 | 310 | 1.1575 | 0.5484 | 1.1575 | 1.0759 |
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- | No log | 24.0 | 312 | 1.2408 | 0.5538 | 1.2408 | 1.1139 |
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- | No log | 24.1538 | 314 | 1.2169 | 0.5344 | 1.2169 | 1.1031 |
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- | No log | 24.3077 | 316 | 1.0919 | 0.5873 | 1.0919 | 1.0450 |
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- | No log | 24.4615 | 318 | 0.9943 | 0.625 | 0.9943 | 0.9971 |
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- | No log | 24.6154 | 320 | 0.9915 | 0.6142 | 0.9915 | 0.9958 |
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- | No log | 24.7692 | 322 | 1.0245 | 0.625 | 1.0245 | 1.0122 |
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- | No log | 24.9231 | 324 | 1.1010 | 0.5873 | 1.1010 | 1.0493 |
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- | No log | 25.0769 | 326 | 1.1735 | 0.5645 | 1.1735 | 1.0833 |
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- | No log | 25.2308 | 328 | 1.2157 | 0.5455 | 1.2157 | 1.1026 |
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- | No log | 25.3846 | 330 | 1.2091 | 0.5167 | 1.2091 | 1.0996 |
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- | No log | 25.5385 | 332 | 1.1971 | 0.5085 | 1.1971 | 1.0941 |
218
- | No log | 25.6923 | 334 | 1.1443 | 0.5378 | 1.1443 | 1.0697 |
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- | No log | 25.8462 | 336 | 1.1022 | 0.5254 | 1.1022 | 1.0499 |
220
- | No log | 26.0 | 338 | 1.1115 | 0.5254 | 1.1115 | 1.0543 |
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- | No log | 26.1538 | 340 | 1.1101 | 0.55 | 1.1101 | 1.0536 |
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- | No log | 26.3077 | 342 | 1.1333 | 0.5806 | 1.1333 | 1.0646 |
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- | No log | 26.4615 | 344 | 1.1205 | 0.5938 | 1.1205 | 1.0585 |
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- | No log | 26.6154 | 346 | 1.1000 | 0.6047 | 1.1000 | 1.0488 |
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- | No log | 26.7692 | 348 | 1.0270 | 0.6512 | 1.0270 | 1.0134 |
226
- | No log | 26.9231 | 350 | 0.9906 | 0.6406 | 0.9906 | 0.9953 |
227
- | No log | 27.0769 | 352 | 1.0056 | 0.6190 | 1.0056 | 1.0028 |
228
- | No log | 27.2308 | 354 | 1.0181 | 0.6190 | 1.0181 | 1.0090 |
229
- | No log | 27.3846 | 356 | 1.0227 | 0.6512 | 1.0227 | 1.0113 |
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- | No log | 27.5385 | 358 | 1.0275 | 0.6308 | 1.0275 | 1.0137 |
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- | No log | 27.6923 | 360 | 1.0103 | 0.6308 | 1.0103 | 1.0051 |
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- | No log | 27.8462 | 362 | 0.9922 | 0.6615 | 0.9922 | 0.9961 |
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- | No log | 28.0 | 364 | 0.9652 | 0.6406 | 0.9652 | 0.9825 |
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- | No log | 28.1538 | 366 | 0.9730 | 0.6512 | 0.9730 | 0.9864 |
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- | No log | 28.3077 | 368 | 1.0178 | 0.6406 | 1.0178 | 1.0089 |
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- | No log | 28.4615 | 370 | 1.0348 | 0.6357 | 1.0348 | 1.0172 |
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- | No log | 28.6154 | 372 | 1.0608 | 0.6094 | 1.0608 | 1.0300 |
238
- | No log | 28.7692 | 374 | 1.1010 | 0.6094 | 1.1010 | 1.0493 |
239
- | No log | 28.9231 | 376 | 1.1214 | 0.6094 | 1.1214 | 1.0590 |
240
- | No log | 29.0769 | 378 | 1.0992 | 0.6094 | 1.0992 | 1.0484 |
241
- | No log | 29.2308 | 380 | 1.0943 | 0.6154 | 1.0943 | 1.0461 |
242
- | No log | 29.3846 | 382 | 1.0234 | 0.6412 | 1.0234 | 1.0116 |
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- | No log | 29.5385 | 384 | 0.9559 | 0.6515 | 0.9559 | 0.9777 |
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- | No log | 29.6923 | 386 | 0.9515 | 0.6515 | 0.9515 | 0.9754 |
245
- | No log | 29.8462 | 388 | 1.0053 | 0.6515 | 1.0053 | 1.0026 |
246
- | No log | 30.0 | 390 | 1.0655 | 0.6202 | 1.0655 | 1.0322 |
247
- | No log | 30.1538 | 392 | 1.1220 | 0.5760 | 1.1220 | 1.0592 |
248
- | No log | 30.3077 | 394 | 1.1334 | 0.5289 | 1.1334 | 1.0646 |
249
- | No log | 30.4615 | 396 | 1.1006 | 0.5574 | 1.1006 | 1.0491 |
250
- | No log | 30.6154 | 398 | 1.0469 | 0.6406 | 1.0469 | 1.0232 |
251
- | No log | 30.7692 | 400 | 1.0584 | 0.5984 | 1.0584 | 1.0288 |
252
- | No log | 30.9231 | 402 | 1.1256 | 0.6154 | 1.1256 | 1.0610 |
253
- | No log | 31.0769 | 404 | 1.1229 | 0.6154 | 1.1229 | 1.0597 |
254
- | No log | 31.2308 | 406 | 1.0714 | 0.6154 | 1.0714 | 1.0351 |
255
- | No log | 31.3846 | 408 | 1.0575 | 0.6260 | 1.0575 | 1.0283 |
256
- | No log | 31.5385 | 410 | 1.0588 | 0.6412 | 1.0588 | 1.0290 |
257
- | No log | 31.6923 | 412 | 1.0499 | 0.6457 | 1.0499 | 1.0246 |
258
- | No log | 31.8462 | 414 | 1.0640 | 0.6129 | 1.0640 | 1.0315 |
259
- | No log | 32.0 | 416 | 1.0790 | 0.6032 | 1.0790 | 1.0388 |
260
- | No log | 32.1538 | 418 | 1.1324 | 0.56 | 1.1324 | 1.0641 |
261
- | No log | 32.3077 | 420 | 1.1569 | 0.5669 | 1.1569 | 1.0756 |
262
- | No log | 32.4615 | 422 | 1.1158 | 0.5512 | 1.1158 | 1.0563 |
263
- | No log | 32.6154 | 424 | 1.1008 | 0.5625 | 1.1008 | 1.0492 |
264
- | No log | 32.7692 | 426 | 1.0576 | 0.6047 | 1.0576 | 1.0284 |
265
- | No log | 32.9231 | 428 | 1.0728 | 0.6260 | 1.0728 | 1.0357 |
266
- | No log | 33.0769 | 430 | 1.0624 | 0.6260 | 1.0624 | 1.0307 |
267
- | No log | 33.2308 | 432 | 1.0559 | 0.6260 | 1.0559 | 1.0276 |
268
- | No log | 33.3846 | 434 | 1.0256 | 0.6617 | 1.0256 | 1.0127 |
269
- | No log | 33.5385 | 436 | 1.0232 | 0.6202 | 1.0232 | 1.0115 |
270
- | No log | 33.6923 | 438 | 1.0303 | 0.6308 | 1.0303 | 1.0150 |
271
- | No log | 33.8462 | 440 | 1.0554 | 0.6260 | 1.0554 | 1.0273 |
272
- | No log | 34.0 | 442 | 1.0610 | 0.6260 | 1.0610 | 1.0301 |
273
- | No log | 34.1538 | 444 | 1.0241 | 0.6047 | 1.0241 | 1.0120 |
274
- | No log | 34.3077 | 446 | 0.9615 | 0.6364 | 0.9615 | 0.9805 |
275
- | No log | 34.4615 | 448 | 0.9549 | 0.5891 | 0.9549 | 0.9772 |
276
- | No log | 34.6154 | 450 | 0.9624 | 0.6 | 0.9624 | 0.9810 |
277
- | No log | 34.7692 | 452 | 0.9252 | 0.6 | 0.9252 | 0.9619 |
278
- | No log | 34.9231 | 454 | 0.9132 | 0.6412 | 0.9132 | 0.9556 |
279
- | No log | 35.0769 | 456 | 1.0131 | 0.6765 | 1.0131 | 1.0065 |
280
- | No log | 35.2308 | 458 | 1.2087 | 0.4706 | 1.2087 | 1.0994 |
281
- | No log | 35.3846 | 460 | 1.3259 | 0.4638 | 1.3259 | 1.1515 |
282
- | No log | 35.5385 | 462 | 1.3058 | 0.4638 | 1.3058 | 1.1427 |
283
- | No log | 35.6923 | 464 | 1.1954 | 0.4706 | 1.1954 | 1.0933 |
284
- | No log | 35.8462 | 466 | 1.0758 | 0.6165 | 1.0758 | 1.0372 |
285
- | No log | 36.0 | 468 | 0.9558 | 0.6767 | 0.9558 | 0.9776 |
286
- | No log | 36.1538 | 470 | 0.9220 | 0.6615 | 0.9220 | 0.9602 |
287
- | No log | 36.3077 | 472 | 0.9414 | 0.5920 | 0.9414 | 0.9702 |
288
- | No log | 36.4615 | 474 | 0.9646 | 0.6190 | 0.9646 | 0.9822 |
289
- | No log | 36.6154 | 476 | 0.9998 | 0.6299 | 0.9998 | 0.9999 |
290
- | No log | 36.7692 | 478 | 1.0715 | 0.625 | 1.0715 | 1.0351 |
291
- | No log | 36.9231 | 480 | 1.1851 | 0.5758 | 1.1851 | 1.0886 |
292
- | No log | 37.0769 | 482 | 1.2366 | 0.5224 | 1.2366 | 1.1120 |
293
- | No log | 37.2308 | 484 | 1.1729 | 0.5455 | 1.1729 | 1.0830 |
294
- | No log | 37.3846 | 486 | 1.0621 | 0.6308 | 1.0621 | 1.0306 |
295
- | No log | 37.5385 | 488 | 0.9981 | 0.6565 | 0.9981 | 0.9991 |
296
- | No log | 37.6923 | 490 | 0.9723 | 0.6615 | 0.9723 | 0.9861 |
297
- | No log | 37.8462 | 492 | 0.9489 | 0.6615 | 0.9489 | 0.9741 |
298
- | No log | 38.0 | 494 | 0.9425 | 0.6765 | 0.9425 | 0.9708 |
299
- | No log | 38.1538 | 496 | 0.9801 | 0.6861 | 0.9801 | 0.9900 |
300
- | No log | 38.3077 | 498 | 1.0295 | 0.6260 | 1.0295 | 1.0146 |
301
- | 0.2818 | 38.4615 | 500 | 1.0512 | 0.6260 | 1.0512 | 1.0253 |
302
- | 0.2818 | 38.6154 | 502 | 1.0311 | 0.6154 | 1.0311 | 1.0154 |
303
- | 0.2818 | 38.7692 | 504 | 0.9856 | 0.6617 | 0.9856 | 0.9928 |
304
- | 0.2818 | 38.9231 | 506 | 0.9735 | 0.6667 | 0.9735 | 0.9867 |
305
- | 0.2818 | 39.0769 | 508 | 1.0178 | 0.6202 | 1.0178 | 1.0089 |
306
- | 0.2818 | 39.2308 | 510 | 1.0376 | 0.6202 | 1.0376 | 1.0186 |
307
- | 0.2818 | 39.3846 | 512 | 1.0099 | 0.5827 | 1.0099 | 1.0049 |
308
- | 0.2818 | 39.5385 | 514 | 0.9758 | 0.624 | 0.9758 | 0.9878 |
309
- | 0.2818 | 39.6923 | 516 | 0.9745 | 0.55 | 0.9745 | 0.9872 |
310
 
311
 
312
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_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_usingWellWrittenEssays_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: 0.9738
19
+ - Qwk: 0.5954
20
+ - Mse: 0.9738
21
+ - Rmse: 0.9868
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.4 | 2 | 7.3513 | 0.0870 | 7.3513 | 2.7113 |
53
+ | No log | 0.8 | 4 | 5.7235 | 0.0381 | 5.7235 | 2.3924 |
54
+ | No log | 1.2 | 6 | 4.5852 | -0.0221 | 4.5852 | 2.1413 |
55
+ | No log | 1.6 | 8 | 3.7833 | 0.1264 | 3.7833 | 1.9451 |
56
+ | No log | 2.0 | 10 | 3.2628 | 0.0988 | 3.2628 | 1.8063 |
57
+ | No log | 2.4 | 12 | 2.8235 | 0.0755 | 2.8235 | 1.6803 |
58
+ | No log | 2.8 | 14 | 2.3737 | 0.0261 | 2.3737 | 1.5407 |
59
+ | No log | 3.2 | 16 | 2.1826 | 0.0278 | 2.1826 | 1.4774 |
60
+ | No log | 3.6 | 18 | 2.1431 | 0.1096 | 2.1431 | 1.4639 |
61
+ | No log | 4.0 | 20 | 1.9792 | 0.3622 | 1.9792 | 1.4069 |
62
+ | No log | 4.4 | 22 | 1.7850 | 0.3419 | 1.7850 | 1.3361 |
63
+ | No log | 4.8 | 24 | 1.7093 | 0.3770 | 1.7093 | 1.3074 |
64
+ | No log | 5.2 | 26 | 1.7929 | 0.4122 | 1.7929 | 1.3390 |
65
+ | No log | 5.6 | 28 | 1.7678 | 0.4526 | 1.7678 | 1.3296 |
66
+ | No log | 6.0 | 30 | 1.5911 | 0.4769 | 1.5911 | 1.2614 |
67
+ | No log | 6.4 | 32 | 1.4491 | 0.4590 | 1.4491 | 1.2038 |
68
+ | No log | 6.8 | 34 | 1.3774 | 0.4286 | 1.3774 | 1.1736 |
69
+ | No log | 7.2 | 36 | 1.3243 | 0.4567 | 1.3243 | 1.1508 |
70
+ | No log | 7.6 | 38 | 1.2704 | 0.4806 | 1.2704 | 1.1271 |
71
+ | No log | 8.0 | 40 | 1.2155 | 0.4286 | 1.2155 | 1.1025 |
72
+ | No log | 8.4 | 42 | 1.2928 | 0.3009 | 1.2928 | 1.1370 |
73
+ | No log | 8.8 | 44 | 1.2443 | 0.2982 | 1.2443 | 1.1155 |
74
+ | No log | 9.2 | 46 | 1.2495 | 0.2982 | 1.2495 | 1.1178 |
75
+ | No log | 9.6 | 48 | 1.1777 | 0.3276 | 1.1777 | 1.0852 |
76
+ | No log | 10.0 | 50 | 1.2051 | 0.2957 | 1.2051 | 1.0977 |
77
+ | No log | 10.4 | 52 | 1.1005 | 0.4480 | 1.1005 | 1.0491 |
78
+ | No log | 10.8 | 54 | 1.1265 | 0.3529 | 1.1265 | 1.0614 |
79
+ | No log | 11.2 | 56 | 1.1918 | 0.4202 | 1.1918 | 1.0917 |
80
+ | No log | 11.6 | 58 | 1.2253 | 0.5 | 1.2253 | 1.1069 |
81
+ | No log | 12.0 | 60 | 1.1821 | 0.5354 | 1.1821 | 1.0873 |
82
+ | No log | 12.4 | 62 | 1.1082 | 0.5909 | 1.1082 | 1.0527 |
83
+ | No log | 12.8 | 64 | 1.1574 | 0.6015 | 1.1574 | 1.0758 |
84
+ | No log | 13.2 | 66 | 1.4169 | 0.4627 | 1.4169 | 1.1903 |
85
+ | No log | 13.6 | 68 | 1.3988 | 0.4889 | 1.3988 | 1.1827 |
86
+ | No log | 14.0 | 70 | 1.0887 | 0.6119 | 1.0887 | 1.0434 |
87
+ | No log | 14.4 | 72 | 0.9766 | 0.6029 | 0.9766 | 0.9882 |
88
+ | No log | 14.8 | 74 | 1.0409 | 0.5926 | 1.0409 | 1.0202 |
89
+ | No log | 15.2 | 76 | 1.2364 | 0.5821 | 1.2364 | 1.1119 |
90
+ | No log | 15.6 | 78 | 1.4275 | 0.4526 | 1.4275 | 1.1948 |
91
+ | No log | 16.0 | 80 | 1.3144 | 0.5522 | 1.3144 | 1.1465 |
92
+ | No log | 16.4 | 82 | 1.1078 | 0.5865 | 1.1078 | 1.0525 |
93
+ | No log | 16.8 | 84 | 1.0709 | 0.5496 | 1.0709 | 1.0348 |
94
+ | No log | 17.2 | 86 | 1.0940 | 0.5865 | 1.0940 | 1.0460 |
95
+ | No log | 17.6 | 88 | 1.2687 | 0.5821 | 1.2687 | 1.1264 |
96
+ | No log | 18.0 | 90 | 1.3383 | 0.5778 | 1.3383 | 1.1568 |
97
+ | No log | 18.4 | 92 | 1.1501 | 0.5926 | 1.1501 | 1.0724 |
98
+ | No log | 18.8 | 94 | 0.9704 | 0.5821 | 0.9704 | 0.9851 |
99
+ | No log | 19.2 | 96 | 0.9612 | 0.5821 | 0.9612 | 0.9804 |
100
+ | No log | 19.6 | 98 | 1.1060 | 0.5882 | 1.1060 | 1.0517 |
101
+ | No log | 20.0 | 100 | 1.3657 | 0.5109 | 1.3657 | 1.1686 |
102
+ | No log | 20.4 | 102 | 1.3221 | 0.5441 | 1.3221 | 1.1498 |
103
+ | No log | 20.8 | 104 | 1.0639 | 0.6015 | 1.0639 | 1.0315 |
104
+ | No log | 21.2 | 106 | 0.8838 | 0.7059 | 0.8838 | 0.9401 |
105
+ | No log | 21.6 | 108 | 0.8608 | 0.6806 | 0.8608 | 0.9278 |
106
+ | No log | 22.0 | 110 | 0.8252 | 0.6809 | 0.8252 | 0.9084 |
107
+ | No log | 22.4 | 112 | 0.9191 | 0.6277 | 0.9191 | 0.9587 |
108
+ | No log | 22.8 | 114 | 1.1298 | 0.5839 | 1.1298 | 1.0629 |
109
+ | No log | 23.2 | 116 | 1.2770 | 0.5507 | 1.2770 | 1.1300 |
110
+ | No log | 23.6 | 118 | 1.1551 | 0.5839 | 1.1551 | 1.0747 |
111
+ | No log | 24.0 | 120 | 0.9559 | 0.6176 | 0.9559 | 0.9777 |
112
+ | No log | 24.4 | 122 | 0.8655 | 0.6857 | 0.8655 | 0.9303 |
113
+ | No log | 24.8 | 124 | 0.9022 | 0.6809 | 0.9022 | 0.9499 |
114
+ | No log | 25.2 | 126 | 0.9441 | 0.6061 | 0.9441 | 0.9717 |
115
+ | No log | 25.6 | 128 | 1.0714 | 0.6 | 1.0714 | 1.0351 |
116
+ | No log | 26.0 | 130 | 1.2228 | 0.5564 | 1.2228 | 1.1058 |
117
+ | No log | 26.4 | 132 | 1.2551 | 0.5564 | 1.2551 | 1.1203 |
118
+ | No log | 26.8 | 134 | 1.1628 | 0.5606 | 1.1628 | 1.0784 |
119
+ | No log | 27.2 | 136 | 0.9860 | 0.5846 | 0.9860 | 0.9930 |
120
+ | No log | 27.6 | 138 | 0.9329 | 0.6061 | 0.9329 | 0.9659 |
121
+ | No log | 28.0 | 140 | 0.9854 | 0.5882 | 0.9854 | 0.9927 |
122
+ | No log | 28.4 | 142 | 1.1461 | 0.5735 | 1.1461 | 1.0705 |
123
+ | No log | 28.8 | 144 | 1.2248 | 0.5735 | 1.2248 | 1.1067 |
124
+ | No log | 29.2 | 146 | 1.0922 | 0.5839 | 1.0922 | 1.0451 |
125
+ | No log | 29.6 | 148 | 0.8575 | 0.6370 | 0.8575 | 0.9260 |
126
+ | No log | 30.0 | 150 | 0.7856 | 0.7246 | 0.7856 | 0.8863 |
127
+ | No log | 30.4 | 152 | 0.7826 | 0.7391 | 0.7826 | 0.8847 |
128
+ | No log | 30.8 | 154 | 0.8705 | 0.6176 | 0.8705 | 0.9330 |
129
+ | No log | 31.2 | 156 | 0.9286 | 0.5926 | 0.9286 | 0.9636 |
130
+ | No log | 31.6 | 158 | 0.9460 | 0.5926 | 0.9460 | 0.9726 |
131
+ | No log | 32.0 | 160 | 0.8997 | 0.6119 | 0.8997 | 0.9485 |
132
+ | No log | 32.4 | 162 | 0.8489 | 0.6815 | 0.8489 | 0.9213 |
133
+ | No log | 32.8 | 164 | 0.8675 | 0.6912 | 0.8675 | 0.9314 |
134
+ | No log | 33.2 | 166 | 0.8849 | 0.6471 | 0.8849 | 0.9407 |
135
+ | No log | 33.6 | 168 | 0.9246 | 0.5802 | 0.9246 | 0.9616 |
136
+ | No log | 34.0 | 170 | 0.9920 | 0.6119 | 0.9920 | 0.9960 |
137
+ | No log | 34.4 | 172 | 1.0022 | 0.6119 | 1.0022 | 1.0011 |
138
+ | No log | 34.8 | 174 | 0.9731 | 0.5758 | 0.9731 | 0.9864 |
139
+ | No log | 35.2 | 176 | 0.9694 | 0.5758 | 0.9694 | 0.9846 |
140
+ | No log | 35.6 | 178 | 0.9921 | 0.6119 | 0.9921 | 0.9960 |
141
+ | No log | 36.0 | 180 | 0.9894 | 0.6165 | 0.9894 | 0.9947 |
142
+ | No log | 36.4 | 182 | 1.0021 | 0.6165 | 1.0021 | 1.0011 |
143
+ | No log | 36.8 | 184 | 0.9880 | 0.6165 | 0.9880 | 0.9940 |
144
+ | No log | 37.2 | 186 | 0.9719 | 0.6165 | 0.9719 | 0.9858 |
145
+ | No log | 37.6 | 188 | 0.9755 | 0.6074 | 0.9755 | 0.9877 |
146
+ | No log | 38.0 | 190 | 0.9200 | 0.6418 | 0.9200 | 0.9592 |
147
+ | No log | 38.4 | 192 | 0.8922 | 0.6567 | 0.8922 | 0.9446 |
148
+ | No log | 38.8 | 194 | 0.9394 | 0.6165 | 0.9394 | 0.9692 |
149
+ | No log | 39.2 | 196 | 0.9821 | 0.6119 | 0.9821 | 0.9910 |
150
+ | No log | 39.6 | 198 | 1.0101 | 0.6074 | 1.0101 | 1.0051 |
151
+ | No log | 40.0 | 200 | 0.9497 | 0.6165 | 0.9497 | 0.9745 |
152
+ | No log | 40.4 | 202 | 0.8858 | 0.6667 | 0.8858 | 0.9412 |
153
+ | No log | 40.8 | 204 | 0.8754 | 0.6667 | 0.8754 | 0.9356 |
154
+ | No log | 41.2 | 206 | 0.8845 | 0.6667 | 0.8845 | 0.9405 |
155
+ | No log | 41.6 | 208 | 0.9079 | 0.6418 | 0.9079 | 0.9528 |
156
+ | No log | 42.0 | 210 | 0.9272 | 0.6466 | 0.9272 | 0.9629 |
157
+ | No log | 42.4 | 212 | 0.9622 | 0.6119 | 0.9622 | 0.9809 |
158
+ | No log | 42.8 | 214 | 0.9926 | 0.6015 | 0.9926 | 0.9963 |
159
+ | No log | 43.2 | 216 | 1.0497 | 0.5821 | 1.0497 | 1.0246 |
160
+ | No log | 43.6 | 218 | 1.0327 | 0.5821 | 1.0327 | 1.0162 |
161
+ | No log | 44.0 | 220 | 0.9587 | 0.6418 | 0.9587 | 0.9791 |
162
+ | No log | 44.4 | 222 | 0.9206 | 0.6767 | 0.9206 | 0.9595 |
163
+ | No log | 44.8 | 224 | 0.9263 | 0.6418 | 0.9263 | 0.9624 |
164
+ | No log | 45.2 | 226 | 0.9839 | 0.6119 | 0.9839 | 0.9919 |
165
+ | No log | 45.6 | 228 | 1.0358 | 0.5778 | 1.0358 | 1.0177 |
166
+ | No log | 46.0 | 230 | 1.0490 | 0.5778 | 1.0490 | 1.0242 |
167
+ | No log | 46.4 | 232 | 1.0148 | 0.6074 | 1.0148 | 1.0074 |
168
+ | No log | 46.8 | 234 | 0.9522 | 0.5909 | 0.9522 | 0.9758 |
169
+ | No log | 47.2 | 236 | 0.9618 | 0.5846 | 0.9618 | 0.9807 |
170
+ | No log | 47.6 | 238 | 1.0255 | 0.5865 | 1.0255 | 1.0127 |
171
+ | No log | 48.0 | 240 | 1.1153 | 0.5778 | 1.1153 | 1.0561 |
172
+ | No log | 48.4 | 242 | 1.1159 | 0.5778 | 1.1159 | 1.0564 |
173
+ | No log | 48.8 | 244 | 1.0441 | 0.5970 | 1.0441 | 1.0218 |
174
+ | No log | 49.2 | 246 | 0.9721 | 0.5846 | 0.9721 | 0.9859 |
175
+ | No log | 49.6 | 248 | 0.9316 | 0.6 | 0.9316 | 0.9652 |
176
+ | No log | 50.0 | 250 | 0.9123 | 0.6 | 0.9123 | 0.9551 |
177
+ | No log | 50.4 | 252 | 0.9075 | 0.6 | 0.9075 | 0.9526 |
178
+ | No log | 50.8 | 254 | 0.9450 | 0.6154 | 0.9450 | 0.9721 |
179
+ | No log | 51.2 | 256 | 1.0397 | 0.5714 | 1.0397 | 1.0196 |
180
+ | No log | 51.6 | 258 | 1.1137 | 0.5778 | 1.1137 | 1.0553 |
181
+ | No log | 52.0 | 260 | 1.1128 | 0.5522 | 1.1128 | 1.0549 |
182
+ | No log | 52.4 | 262 | 1.0796 | 0.5758 | 1.0796 | 1.0390 |
183
+ | No log | 52.8 | 264 | 1.0239 | 0.6094 | 1.0239 | 1.0119 |
184
+ | No log | 53.2 | 266 | 1.0076 | 0.6094 | 1.0076 | 1.0038 |
185
+ | No log | 53.6 | 268 | 0.9901 | 0.6308 | 0.9901 | 0.9950 |
186
+ | No log | 54.0 | 270 | 0.9886 | 0.6308 | 0.9886 | 0.9943 |
187
+ | No log | 54.4 | 272 | 1.0015 | 0.6 | 1.0015 | 1.0008 |
188
+ | No log | 54.8 | 274 | 1.0353 | 0.5865 | 1.0353 | 1.0175 |
189
+ | No log | 55.2 | 276 | 1.0486 | 0.5758 | 1.0486 | 1.0240 |
190
+ | No log | 55.6 | 278 | 1.0434 | 0.5758 | 1.0434 | 1.0215 |
191
+ | No log | 56.0 | 280 | 1.0574 | 0.5970 | 1.0574 | 1.0283 |
192
+ | No log | 56.4 | 282 | 1.0497 | 0.5970 | 1.0497 | 1.0246 |
193
+ | No log | 56.8 | 284 | 1.0265 | 0.5714 | 1.0265 | 1.0132 |
194
+ | No log | 57.2 | 286 | 1.0296 | 0.5970 | 1.0296 | 1.0147 |
195
+ | No log | 57.6 | 288 | 1.0825 | 0.5970 | 1.0825 | 1.0404 |
196
+ | No log | 58.0 | 290 | 1.1357 | 0.5970 | 1.1357 | 1.0657 |
197
+ | No log | 58.4 | 292 | 1.1368 | 0.5970 | 1.1368 | 1.0662 |
198
+ | No log | 58.8 | 294 | 1.1122 | 0.5970 | 1.1122 | 1.0546 |
199
+ | No log | 59.2 | 296 | 1.0809 | 0.5970 | 1.0809 | 1.0396 |
200
+ | No log | 59.6 | 298 | 1.0251 | 0.5606 | 1.0251 | 1.0125 |
201
+ | No log | 60.0 | 300 | 0.9866 | 0.5846 | 0.9866 | 0.9933 |
202
+ | No log | 60.4 | 302 | 0.9813 | 0.5758 | 0.9813 | 0.9906 |
203
+ | No log | 60.8 | 304 | 0.9887 | 0.5714 | 0.9887 | 0.9944 |
204
+ | No log | 61.2 | 306 | 1.0022 | 0.5714 | 1.0022 | 1.0011 |
205
+ | No log | 61.6 | 308 | 1.0381 | 0.5714 | 1.0381 | 1.0189 |
206
+ | No log | 62.0 | 310 | 1.0926 | 0.5714 | 1.0926 | 1.0453 |
207
+ | No log | 62.4 | 312 | 1.1097 | 0.5970 | 1.1097 | 1.0534 |
208
+ | No log | 62.8 | 314 | 1.0802 | 0.5714 | 1.0802 | 1.0393 |
209
+ | No log | 63.2 | 316 | 1.0210 | 0.5649 | 1.0210 | 1.0105 |
210
+ | No log | 63.6 | 318 | 0.9625 | 0.6094 | 0.9625 | 0.9811 |
211
+ | No log | 64.0 | 320 | 0.9441 | 0.6357 | 0.9441 | 0.9716 |
212
+ | No log | 64.4 | 322 | 0.9433 | 0.6357 | 0.9433 | 0.9712 |
213
+ | No log | 64.8 | 324 | 0.9548 | 0.6094 | 0.9548 | 0.9771 |
214
+ | No log | 65.2 | 326 | 0.9698 | 0.5802 | 0.9698 | 0.9848 |
215
+ | No log | 65.6 | 328 | 0.9915 | 0.5692 | 0.9915 | 0.9958 |
216
+ | No log | 66.0 | 330 | 1.0189 | 0.5758 | 1.0189 | 1.0094 |
217
+ | No log | 66.4 | 332 | 1.0256 | 0.5758 | 1.0256 | 1.0127 |
218
+ | No log | 66.8 | 334 | 1.0049 | 0.5758 | 1.0049 | 1.0025 |
219
+ | No log | 67.2 | 336 | 0.9755 | 0.5802 | 0.9755 | 0.9877 |
220
+ | No log | 67.6 | 338 | 0.9564 | 0.6154 | 0.9564 | 0.9779 |
221
+ | No log | 68.0 | 340 | 0.9452 | 0.6154 | 0.9452 | 0.9722 |
222
+ | No log | 68.4 | 342 | 0.9366 | 0.6412 | 0.9366 | 0.9678 |
223
+ | No log | 68.8 | 344 | 0.9355 | 0.6412 | 0.9355 | 0.9672 |
224
+ | No log | 69.2 | 346 | 0.9423 | 0.5909 | 0.9423 | 0.9707 |
225
+ | No log | 69.6 | 348 | 0.9618 | 0.5909 | 0.9618 | 0.9807 |
226
+ | No log | 70.0 | 350 | 0.9963 | 0.5714 | 0.9963 | 0.9981 |
227
+ | No log | 70.4 | 352 | 1.0121 | 0.5714 | 1.0121 | 1.0060 |
228
+ | No log | 70.8 | 354 | 0.9992 | 0.5714 | 0.9992 | 0.9996 |
229
+ | No log | 71.2 | 356 | 0.9906 | 0.5758 | 0.9906 | 0.9953 |
230
+ | No log | 71.6 | 358 | 0.9598 | 0.5909 | 0.9598 | 0.9797 |
231
+ | No log | 72.0 | 360 | 0.9359 | 0.6308 | 0.9359 | 0.9674 |
232
+ | No log | 72.4 | 362 | 0.9421 | 0.5954 | 0.9421 | 0.9706 |
233
+ | No log | 72.8 | 364 | 0.9628 | 0.5954 | 0.9628 | 0.9812 |
234
+ | No log | 73.2 | 366 | 0.9860 | 0.5802 | 0.9860 | 0.9930 |
235
+ | No log | 73.6 | 368 | 0.9872 | 0.5802 | 0.9872 | 0.9936 |
236
+ | No log | 74.0 | 370 | 0.9647 | 0.5802 | 0.9647 | 0.9822 |
237
+ | No log | 74.4 | 372 | 0.9348 | 0.5954 | 0.9348 | 0.9668 |
238
+ | No log | 74.8 | 374 | 0.9203 | 0.6202 | 0.9203 | 0.9593 |
239
+ | No log | 75.2 | 376 | 0.9274 | 0.6202 | 0.9274 | 0.9630 |
240
+ | No log | 75.6 | 378 | 0.9500 | 0.6202 | 0.9500 | 0.9747 |
241
+ | No log | 76.0 | 380 | 0.9694 | 0.6202 | 0.9694 | 0.9846 |
242
+ | No log | 76.4 | 382 | 0.9939 | 0.5846 | 0.9939 | 0.9969 |
243
+ | No log | 76.8 | 384 | 1.0020 | 0.5846 | 1.0020 | 1.0010 |
244
+ | No log | 77.2 | 386 | 1.0016 | 0.6202 | 1.0016 | 1.0008 |
245
+ | No log | 77.6 | 388 | 0.9893 | 0.6094 | 0.9893 | 0.9946 |
246
+ | No log | 78.0 | 390 | 0.9712 | 0.6094 | 0.9712 | 0.9855 |
247
+ | No log | 78.4 | 392 | 0.9631 | 0.6202 | 0.9631 | 0.9814 |
248
+ | No log | 78.8 | 394 | 0.9526 | 0.6202 | 0.9526 | 0.9760 |
249
+ | No log | 79.2 | 396 | 0.9483 | 0.6308 | 0.9483 | 0.9738 |
250
+ | No log | 79.6 | 398 | 0.9514 | 0.6308 | 0.9514 | 0.9754 |
251
+ | No log | 80.0 | 400 | 0.9452 | 0.6308 | 0.9452 | 0.9722 |
252
+ | No log | 80.4 | 402 | 0.9414 | 0.6308 | 0.9414 | 0.9702 |
253
+ | No log | 80.8 | 404 | 0.9242 | 0.6308 | 0.9242 | 0.9614 |
254
+ | No log | 81.2 | 406 | 0.9204 | 0.6308 | 0.9204 | 0.9594 |
255
+ | No log | 81.6 | 408 | 0.9167 | 0.6308 | 0.9167 | 0.9575 |
256
+ | No log | 82.0 | 410 | 0.9111 | 0.6565 | 0.9111 | 0.9545 |
257
+ | No log | 82.4 | 412 | 0.9103 | 0.6565 | 0.9103 | 0.9541 |
258
+ | No log | 82.8 | 414 | 0.9120 | 0.6565 | 0.9120 | 0.9550 |
259
+ | No log | 83.2 | 416 | 0.9237 | 0.6308 | 0.9237 | 0.9611 |
260
+ | No log | 83.6 | 418 | 0.9314 | 0.6308 | 0.9314 | 0.9651 |
261
+ | No log | 84.0 | 420 | 0.9296 | 0.5954 | 0.9296 | 0.9641 |
262
+ | No log | 84.4 | 422 | 0.9314 | 0.5954 | 0.9314 | 0.9651 |
263
+ | No log | 84.8 | 424 | 0.9272 | 0.5954 | 0.9272 | 0.9629 |
264
+ | No log | 85.2 | 426 | 0.9202 | 0.5954 | 0.9202 | 0.9593 |
265
+ | No log | 85.6 | 428 | 0.9145 | 0.6308 | 0.9145 | 0.9563 |
266
+ | No log | 86.0 | 430 | 0.9143 | 0.6565 | 0.9143 | 0.9562 |
267
+ | No log | 86.4 | 432 | 0.9230 | 0.6308 | 0.9230 | 0.9607 |
268
+ | No log | 86.8 | 434 | 0.9375 | 0.6308 | 0.9375 | 0.9683 |
269
+ | No log | 87.2 | 436 | 0.9543 | 0.5954 | 0.9543 | 0.9769 |
270
+ | No log | 87.6 | 438 | 0.9659 | 0.5954 | 0.9659 | 0.9828 |
271
+ | No log | 88.0 | 440 | 0.9672 | 0.5954 | 0.9672 | 0.9834 |
272
+ | No log | 88.4 | 442 | 0.9701 | 0.5954 | 0.9701 | 0.9850 |
273
+ | No log | 88.8 | 444 | 0.9703 | 0.5954 | 0.9703 | 0.9851 |
274
+ | No log | 89.2 | 446 | 0.9704 | 0.5954 | 0.9704 | 0.9851 |
275
+ | No log | 89.6 | 448 | 0.9662 | 0.6308 | 0.9662 | 0.9829 |
276
+ | No log | 90.0 | 450 | 0.9590 | 0.6308 | 0.9590 | 0.9793 |
277
+ | No log | 90.4 | 452 | 0.9559 | 0.6308 | 0.9559 | 0.9777 |
278
+ | No log | 90.8 | 454 | 0.9583 | 0.6308 | 0.9583 | 0.9789 |
279
+ | No log | 91.2 | 456 | 0.9646 | 0.6308 | 0.9646 | 0.9821 |
280
+ | No log | 91.6 | 458 | 0.9720 | 0.5954 | 0.9720 | 0.9859 |
281
+ | No log | 92.0 | 460 | 0.9811 | 0.5954 | 0.9811 | 0.9905 |
282
+ | No log | 92.4 | 462 | 0.9846 | 0.5846 | 0.9846 | 0.9923 |
283
+ | No log | 92.8 | 464 | 0.9868 | 0.5846 | 0.9868 | 0.9934 |
284
+ | No log | 93.2 | 466 | 0.9919 | 0.5846 | 0.9919 | 0.9959 |
285
+ | No log | 93.6 | 468 | 0.9935 | 0.5846 | 0.9935 | 0.9968 |
286
+ | No log | 94.0 | 470 | 0.9925 | 0.5846 | 0.9925 | 0.9963 |
287
+ | No log | 94.4 | 472 | 0.9927 | 0.5846 | 0.9927 | 0.9964 |
288
+ | No log | 94.8 | 474 | 0.9904 | 0.5846 | 0.9904 | 0.9952 |
289
+ | No log | 95.2 | 476 | 0.9882 | 0.5846 | 0.9882 | 0.9941 |
290
+ | No log | 95.6 | 478 | 0.9858 | 0.5846 | 0.9858 | 0.9929 |
291
+ | No log | 96.0 | 480 | 0.9819 | 0.5846 | 0.9819 | 0.9909 |
292
+ | No log | 96.4 | 482 | 0.9796 | 0.5846 | 0.9796 | 0.9897 |
293
+ | No log | 96.8 | 484 | 0.9783 | 0.5846 | 0.9783 | 0.9891 |
294
+ | No log | 97.2 | 486 | 0.9768 | 0.5954 | 0.9768 | 0.9883 |
295
+ | No log | 97.6 | 488 | 0.9750 | 0.5954 | 0.9750 | 0.9874 |
296
+ | No log | 98.0 | 490 | 0.9747 | 0.5954 | 0.9747 | 0.9873 |
297
+ | No log | 98.4 | 492 | 0.9745 | 0.5954 | 0.9745 | 0.9872 |
298
+ | No log | 98.8 | 494 | 0.9739 | 0.5954 | 0.9739 | 0.9869 |
299
+ | No log | 99.2 | 496 | 0.9739 | 0.5954 | 0.9739 | 0.9868 |
300
+ | No log | 99.6 | 498 | 0.9737 | 0.5954 | 0.9737 | 0.9868 |
301
+ | 0.2767 | 100.0 | 500 | 0.9738 | 0.5954 | 0.9738 | 0.9868 |
 
 
 
 
 
 
 
 
302
 
303
 
304
  ### Framework versions