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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task7_organization

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  1. README.md +261 -285
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.7950
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- - Qwk: 0.0549
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- - Mse: 1.7950
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- - Rmse: 1.3398
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  ## Model description
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@@ -49,285 +49,261 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0333 | 2 | 2.7058 | -0.0262 | 2.7058 | 1.6449 |
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- | No log | 0.0667 | 4 | 1.4013 | 0.0038 | 1.4013 | 1.1838 |
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- | No log | 0.1 | 6 | 1.1276 | -0.1255 | 1.1276 | 1.0619 |
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- | No log | 0.1333 | 8 | 1.0437 | -0.1408 | 1.0437 | 1.0216 |
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- | No log | 0.1667 | 10 | 0.9688 | -0.0228 | 0.9688 | 0.9843 |
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- | No log | 0.2 | 12 | 0.9769 | 0.0221 | 0.9769 | 0.9884 |
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- | No log | 0.2333 | 14 | 0.8975 | 0.1754 | 0.8975 | 0.9474 |
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- | No log | 0.2667 | 16 | 0.8058 | 0.0481 | 0.8058 | 0.8977 |
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- | No log | 0.3 | 18 | 0.8340 | -0.0192 | 0.8340 | 0.9133 |
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- | No log | 0.3333 | 20 | 0.9131 | 0.0860 | 0.9131 | 0.9556 |
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- | No log | 0.3667 | 22 | 0.8488 | 0.0994 | 0.8488 | 0.9213 |
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- | No log | 0.4 | 24 | 0.7425 | 0.1962 | 0.7425 | 0.8617 |
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- | No log | 0.4333 | 26 | 0.8119 | 0.2740 | 0.8119 | 0.9011 |
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- | No log | 0.4667 | 28 | 0.7732 | 0.2743 | 0.7732 | 0.8793 |
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- | No log | 0.5 | 30 | 0.7287 | 0.2181 | 0.7287 | 0.8537 |
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- | No log | 0.5333 | 32 | 0.7902 | 0.1718 | 0.7902 | 0.8889 |
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- | No log | 0.5667 | 34 | 0.7569 | 0.1648 | 0.7569 | 0.8700 |
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- | No log | 0.6 | 36 | 0.7447 | 0.0966 | 0.7447 | 0.8630 |
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- | No log | 0.6333 | 38 | 0.7688 | 0.2285 | 0.7688 | 0.8768 |
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- | No log | 0.6667 | 40 | 0.7543 | 0.2085 | 0.7543 | 0.8685 |
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- | No log | 0.7 | 42 | 0.7087 | 0.1282 | 0.7087 | 0.8418 |
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- | No log | 0.7333 | 44 | 0.7130 | 0.1282 | 0.7130 | 0.8444 |
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- | No log | 0.7667 | 46 | 0.7133 | 0.0804 | 0.7133 | 0.8446 |
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- | No log | 0.8 | 48 | 0.7390 | 0.1846 | 0.7390 | 0.8597 |
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- | No log | 0.8333 | 50 | 0.9207 | 0.2670 | 0.9207 | 0.9595 |
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- | No log | 0.8667 | 52 | 1.0098 | 0.2075 | 1.0098 | 1.0049 |
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- | No log | 0.9 | 54 | 0.8123 | 0.2692 | 0.8123 | 0.9013 |
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- | No log | 0.9333 | 56 | 0.7299 | 0.0804 | 0.7299 | 0.8544 |
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- | No log | 0.9667 | 58 | 0.7823 | 0.2395 | 0.7823 | 0.8845 |
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- | No log | 1.0 | 60 | 0.7058 | 0.1138 | 0.7058 | 0.8401 |
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- | No log | 1.0333 | 62 | 0.7645 | 0.2817 | 0.7645 | 0.8743 |
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- | No log | 1.0667 | 64 | 0.8312 | 0.3231 | 0.8312 | 0.9117 |
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- | No log | 1.1 | 66 | 0.7257 | 0.2498 | 0.7257 | 0.8519 |
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- | No log | 1.1333 | 68 | 0.7764 | 0.4089 | 0.7764 | 0.8811 |
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- | No log | 1.1667 | 70 | 0.9005 | 0.3324 | 0.9005 | 0.9489 |
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- | No log | 1.2 | 72 | 0.8214 | 0.3731 | 0.8214 | 0.9063 |
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- | No log | 1.2333 | 74 | 0.8910 | 0.3256 | 0.8910 | 0.9439 |
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- | No log | 1.2667 | 76 | 0.9763 | 0.2616 | 0.9763 | 0.9881 |
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- | No log | 1.3 | 78 | 1.3234 | 0.0643 | 1.3234 | 1.1504 |
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- | No log | 1.3333 | 80 | 1.3869 | -0.1999 | 1.3869 | 1.1777 |
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- | No log | 1.3667 | 82 | 1.2009 | -0.0094 | 1.2009 | 1.0958 |
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- | No log | 1.4 | 84 | 1.0500 | 0.0995 | 1.0500 | 1.0247 |
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- | No log | 1.4333 | 86 | 0.9028 | 0.1800 | 0.9028 | 0.9502 |
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- | No log | 1.4667 | 88 | 0.8516 | 0.2995 | 0.8516 | 0.9228 |
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- | No log | 1.5 | 90 | 0.7415 | 0.2622 | 0.7415 | 0.8611 |
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- | No log | 1.5333 | 92 | 0.7592 | 0.3504 | 0.7592 | 0.8713 |
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- | No log | 1.5667 | 94 | 0.8455 | 0.3219 | 0.8455 | 0.9195 |
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- | No log | 1.6 | 96 | 0.9302 | 0.2651 | 0.9302 | 0.9645 |
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- | No log | 1.6333 | 98 | 0.9195 | 0.2259 | 0.9195 | 0.9589 |
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- | No log | 1.6667 | 100 | 0.7795 | 0.2981 | 0.7795 | 0.8829 |
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- | No log | 1.7 | 102 | 0.7672 | 0.0408 | 0.7672 | 0.8759 |
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- | No log | 1.7333 | 104 | 0.7721 | 0.2007 | 0.7721 | 0.8787 |
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- | No log | 1.7667 | 106 | 1.0339 | 0.2732 | 1.0339 | 1.0168 |
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- | No log | 1.8 | 108 | 1.1894 | 0.2376 | 1.1894 | 1.0906 |
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- | No log | 1.8333 | 110 | 1.0338 | 0.2601 | 1.0338 | 1.0168 |
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- | No log | 1.8667 | 112 | 0.8517 | 0.2305 | 0.8517 | 0.9229 |
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- | No log | 1.9 | 114 | 0.8059 | 0.1011 | 0.8059 | 0.8977 |
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- | No log | 1.9333 | 116 | 0.7962 | 0.0272 | 0.7962 | 0.8923 |
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- | No log | 1.9667 | 118 | 0.9043 | 0.2574 | 0.9043 | 0.9509 |
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- | No log | 2.0 | 120 | 1.1438 | 0.0838 | 1.1438 | 1.0695 |
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- | No log | 2.0333 | 122 | 1.2090 | 0.0736 | 1.2090 | 1.0995 |
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- | No log | 2.0667 | 124 | 1.1713 | 0.0761 | 1.1713 | 1.0823 |
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- | No log | 2.1 | 126 | 1.1336 | 0.1057 | 1.1336 | 1.0647 |
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- | No log | 2.1333 | 128 | 1.0272 | 0.1990 | 1.0272 | 1.0135 |
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- | No log | 2.1667 | 130 | 0.9348 | 0.2287 | 0.9348 | 0.9668 |
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- | No log | 2.2 | 132 | 1.0005 | 0.2977 | 1.0005 | 1.0003 |
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- | No log | 2.2333 | 134 | 1.2915 | 0.1670 | 1.2915 | 1.1364 |
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- | No log | 2.2667 | 136 | 1.4957 | 0.1414 | 1.4957 | 1.2230 |
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- | No log | 2.3 | 138 | 1.5001 | 0.1755 | 1.5001 | 1.2248 |
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- | No log | 2.3333 | 140 | 1.2379 | 0.1782 | 1.2379 | 1.1126 |
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- | No log | 2.3667 | 142 | 0.8691 | 0.3042 | 0.8691 | 0.9323 |
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- | No log | 2.4 | 144 | 0.7631 | 0.3060 | 0.7631 | 0.8735 |
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- | No log | 2.4333 | 146 | 0.7959 | 0.3372 | 0.7959 | 0.8921 |
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- | No log | 2.4667 | 148 | 0.8433 | 0.3234 | 0.8433 | 0.9183 |
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- | No log | 2.5 | 150 | 0.9551 | 0.2259 | 0.9551 | 0.9773 |
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- | No log | 2.5333 | 152 | 1.0288 | 0.2782 | 1.0288 | 1.0143 |
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- | No log | 2.5667 | 154 | 1.1013 | 0.2683 | 1.1013 | 1.0494 |
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- | No log | 2.6 | 156 | 1.1854 | 0.2635 | 1.1854 | 1.0888 |
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- | No log | 2.6333 | 158 | 1.3724 | 0.1618 | 1.3724 | 1.1715 |
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- | No log | 2.6667 | 160 | 1.4166 | 0.1171 | 1.4166 | 1.1902 |
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- | No log | 2.7 | 162 | 1.3106 | 0.1305 | 1.3106 | 1.1448 |
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- | No log | 2.7333 | 164 | 1.1400 | 0.1949 | 1.1400 | 1.0677 |
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- | No log | 2.7667 | 166 | 1.0505 | 0.1385 | 1.0505 | 1.0249 |
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- | No log | 2.8 | 168 | 0.9683 | 0.1501 | 0.9683 | 0.9840 |
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- | No log | 2.8333 | 170 | 0.9069 | 0.1028 | 0.9069 | 0.9523 |
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- | No log | 2.8667 | 172 | 0.8962 | 0.0419 | 0.8962 | 0.9467 |
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- | No log | 2.9 | 174 | 0.9258 | 0.1028 | 0.9258 | 0.9622 |
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- | No log | 2.9333 | 176 | 0.9712 | 0.0891 | 0.9712 | 0.9855 |
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- | No log | 2.9667 | 178 | 1.0078 | 0.1110 | 1.0078 | 1.0039 |
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- | No log | 3.0 | 180 | 1.0541 | 0.0462 | 1.0541 | 1.0267 |
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- | No log | 3.0333 | 182 | 1.0227 | 0.0512 | 1.0227 | 1.0113 |
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- | No log | 3.0667 | 184 | 0.9299 | 0.0747 | 0.9299 | 0.9643 |
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- | No log | 3.1 | 186 | 0.8625 | 0.0688 | 0.8625 | 0.9287 |
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- | No log | 3.1333 | 188 | 0.8464 | 0.1050 | 0.8464 | 0.9200 |
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- | No log | 3.1667 | 190 | 0.9114 | 0.1918 | 0.9114 | 0.9547 |
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- | No log | 3.2 | 192 | 1.0809 | 0.1308 | 1.0809 | 1.0397 |
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- | No log | 3.2333 | 194 | 1.2882 | 0.1233 | 1.2882 | 1.1350 |
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- | No log | 3.2667 | 196 | 1.3058 | 0.1679 | 1.3058 | 1.1427 |
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- | No log | 3.3 | 198 | 1.1268 | 0.1709 | 1.1268 | 1.0615 |
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- | No log | 3.3333 | 200 | 0.9183 | 0.0958 | 0.9183 | 0.9583 |
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- | No log | 3.3667 | 202 | 0.8907 | 0.1706 | 0.8907 | 0.9438 |
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- | No log | 3.4 | 204 | 0.9806 | 0.1692 | 0.9806 | 0.9903 |
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- | No log | 3.4333 | 206 | 1.1053 | 0.2363 | 1.1053 | 1.0513 |
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- | No log | 3.4667 | 208 | 1.2505 | 0.1203 | 1.2505 | 1.1183 |
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- | No log | 3.5 | 210 | 1.2666 | 0.1367 | 1.2666 | 1.1254 |
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- | No log | 3.5333 | 212 | 1.3031 | 0.1337 | 1.3031 | 1.1415 |
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- | No log | 3.5667 | 214 | 1.2028 | 0.1028 | 1.2028 | 1.0967 |
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- | No log | 3.6 | 216 | 1.1363 | 0.1635 | 1.1363 | 1.0660 |
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- | No log | 3.6333 | 218 | 1.0351 | 0.1535 | 1.0351 | 1.0174 |
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- | No log | 3.6667 | 220 | 0.9981 | 0.2726 | 0.9981 | 0.9990 |
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- | No log | 3.7 | 222 | 1.0579 | 0.1535 | 1.0579 | 1.0286 |
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- | No log | 3.7333 | 224 | 1.2777 | 0.0370 | 1.2777 | 1.1304 |
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- | No log | 3.7667 | 226 | 1.4477 | 0.0799 | 1.4477 | 1.2032 |
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- | No log | 3.8 | 228 | 1.4344 | 0.0557 | 1.4344 | 1.1977 |
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- | No log | 3.8333 | 230 | 1.2107 | 0.1235 | 1.2107 | 1.1003 |
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- | No log | 3.8667 | 232 | 1.1516 | 0.1990 | 1.1516 | 1.0731 |
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- | No log | 3.9 | 234 | 1.2875 | 0.0648 | 1.2875 | 1.1347 |
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- | No log | 3.9333 | 236 | 1.5029 | 0.0632 | 1.5029 | 1.2259 |
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- | No log | 3.9667 | 238 | 1.5162 | 0.1122 | 1.5162 | 1.2313 |
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- | No log | 4.0 | 240 | 1.4200 | 0.1342 | 1.4200 | 1.1917 |
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- | No log | 4.0333 | 242 | 1.2525 | 0.1309 | 1.2525 | 1.1192 |
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- | No log | 4.0667 | 244 | 1.0762 | 0.1911 | 1.0762 | 1.0374 |
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- | No log | 4.1 | 246 | 0.9080 | 0.1766 | 0.9080 | 0.9529 |
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- | No log | 4.1333 | 248 | 0.8177 | 0.2360 | 0.8177 | 0.9042 |
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- | No log | 4.1667 | 250 | 0.8101 | 0.2360 | 0.8101 | 0.9001 |
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- | No log | 4.2 | 252 | 0.8839 | 0.1766 | 0.8839 | 0.9402 |
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- | No log | 4.2333 | 254 | 1.1223 | 0.2209 | 1.1223 | 1.0594 |
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- | No log | 4.2667 | 256 | 1.2808 | 0.1120 | 1.2808 | 1.1317 |
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- | No log | 4.3 | 258 | 1.4526 | 0.1122 | 1.4526 | 1.2053 |
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- | No log | 4.3333 | 260 | 1.4696 | 0.0884 | 1.4696 | 1.2123 |
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- | No log | 4.3667 | 262 | 1.4435 | 0.1364 | 1.4435 | 1.2015 |
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- | No log | 4.4 | 264 | 1.5024 | 0.0650 | 1.5024 | 1.2257 |
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- | No log | 4.4333 | 266 | 1.3564 | 0.0788 | 1.3564 | 1.1646 |
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- | No log | 4.4667 | 268 | 1.3179 | 0.0873 | 1.3179 | 1.1480 |
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- | No log | 4.5 | 270 | 1.3690 | 0.1067 | 1.3690 | 1.1701 |
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- | No log | 4.5333 | 272 | 1.2627 | 0.0921 | 1.2627 | 1.1237 |
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- | No log | 4.5667 | 274 | 1.0702 | 0.2164 | 1.0702 | 1.0345 |
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- | No log | 4.6 | 276 | 1.0399 | 0.2259 | 1.0399 | 1.0198 |
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- | No log | 4.6333 | 278 | 1.1786 | 0.1265 | 1.1786 | 1.0856 |
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- | No log | 4.6667 | 280 | 1.1816 | 0.1564 | 1.1816 | 1.0870 |
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- | No log | 4.7 | 282 | 1.2680 | 0.0921 | 1.2680 | 1.1260 |
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- | No log | 4.7333 | 284 | 1.4265 | 0.1224 | 1.4265 | 1.1944 |
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- | No log | 4.7667 | 286 | 1.4804 | 0.0699 | 1.4804 | 1.2167 |
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- | No log | 4.8 | 288 | 1.3395 | 0.1067 | 1.3395 | 1.1574 |
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- | No log | 4.8333 | 290 | 1.0909 | 0.1564 | 1.0909 | 1.0445 |
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- | No log | 4.8667 | 292 | 0.9711 | 0.2000 | 0.9711 | 0.9855 |
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- | No log | 4.9 | 294 | 1.0193 | 0.2075 | 1.0193 | 1.0096 |
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- | No log | 4.9333 | 296 | 1.1738 | 0.1795 | 1.1738 | 1.0834 |
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- | No log | 4.9667 | 298 | 1.5075 | 0.1122 | 1.5075 | 1.2278 |
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- | No log | 5.0 | 300 | 1.6563 | 0.0767 | 1.6563 | 1.2870 |
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- | No log | 5.0333 | 302 | 1.6120 | 0.1239 | 1.6120 | 1.2697 |
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- | No log | 5.0667 | 304 | 1.4347 | 0.1123 | 1.4347 | 1.1978 |
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- | No log | 5.1 | 306 | 1.2786 | 0.1067 | 1.2786 | 1.1308 |
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- | No log | 5.1333 | 308 | 1.1669 | 0.2876 | 1.1669 | 1.0802 |
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- | No log | 5.1667 | 310 | 1.1852 | 0.2876 | 1.1852 | 1.0887 |
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- | No log | 5.2 | 312 | 1.2735 | 0.1309 | 1.2735 | 1.1285 |
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- | No log | 5.2333 | 314 | 1.3306 | 0.0517 | 1.3306 | 1.1535 |
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- | No log | 5.2667 | 316 | 1.3862 | 0.0517 | 1.3862 | 1.1774 |
210
- | No log | 5.3 | 318 | 1.3579 | 0.0263 | 1.3579 | 1.1653 |
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- | No log | 5.3333 | 320 | 1.2543 | 0.1041 | 1.2543 | 1.1199 |
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- | No log | 5.3667 | 322 | 1.0840 | 0.2635 | 1.0840 | 1.0412 |
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- | No log | 5.4 | 324 | 0.9347 | 0.2615 | 0.9347 | 0.9668 |
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- | No log | 5.4333 | 326 | 0.8830 | 0.1867 | 0.8830 | 0.9397 |
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- | No log | 5.4667 | 328 | 0.9487 | 0.2259 | 0.9487 | 0.9740 |
216
- | No log | 5.5 | 330 | 1.1520 | 0.2282 | 1.1520 | 1.0733 |
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- | No log | 5.5333 | 332 | 1.4657 | 0.0679 | 1.4657 | 1.2107 |
218
- | No log | 5.5667 | 334 | 1.6290 | 0.0595 | 1.6290 | 1.2763 |
219
- | No log | 5.6 | 336 | 1.5721 | 0.0839 | 1.5721 | 1.2538 |
220
- | No log | 5.6333 | 338 | 1.3496 | 0.0468 | 1.3496 | 1.1617 |
221
- | No log | 5.6667 | 340 | 1.1399 | 0.2367 | 1.1399 | 1.0677 |
222
- | No log | 5.7 | 342 | 1.0612 | 0.3170 | 1.0612 | 1.0302 |
223
- | No log | 5.7333 | 344 | 1.0477 | 0.3170 | 1.0477 | 1.0236 |
224
- | No log | 5.7667 | 346 | 1.1095 | 0.2324 | 1.1095 | 1.0533 |
225
- | No log | 5.8 | 348 | 1.1108 | 0.2732 | 1.1108 | 1.0540 |
226
- | No log | 5.8333 | 350 | 0.9834 | 0.2000 | 0.9834 | 0.9917 |
227
- | No log | 5.8667 | 352 | 0.9355 | 0.1777 | 0.9355 | 0.9672 |
228
- | No log | 5.9 | 354 | 0.9863 | 0.2046 | 0.9863 | 0.9931 |
229
- | No log | 5.9333 | 356 | 1.0907 | 0.1990 | 1.0907 | 1.0444 |
230
- | No log | 5.9667 | 358 | 1.1457 | 0.1832 | 1.1457 | 1.0704 |
231
- | No log | 6.0 | 360 | 1.1445 | 0.1832 | 1.1445 | 1.0698 |
232
- | No log | 6.0333 | 362 | 1.2480 | 0.1860 | 1.2480 | 1.1172 |
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- | No log | 6.0667 | 364 | 1.2999 | 0.1581 | 1.2999 | 1.1401 |
234
- | No log | 6.1 | 366 | 1.1926 | 0.1654 | 1.1926 | 1.0921 |
235
- | No log | 6.1333 | 368 | 1.0725 | 0.2367 | 1.0725 | 1.0356 |
236
- | No log | 6.1667 | 370 | 1.0175 | 0.2316 | 1.0175 | 1.0087 |
237
- | No log | 6.2 | 372 | 0.9791 | 0.2411 | 0.9791 | 0.9895 |
238
- | No log | 6.2333 | 374 | 1.0590 | 0.2020 | 1.0590 | 1.0291 |
239
- | No log | 6.2667 | 376 | 1.0621 | 0.1564 | 1.0621 | 1.0306 |
240
- | No log | 6.3 | 378 | 0.9771 | 0.1869 | 0.9771 | 0.9885 |
241
- | No log | 6.3333 | 380 | 0.9735 | 0.1573 | 0.9735 | 0.9867 |
242
- | No log | 6.3667 | 382 | 0.9593 | 0.1911 | 0.9593 | 0.9794 |
243
- | No log | 6.4 | 384 | 1.0195 | 0.1463 | 1.0195 | 1.0097 |
244
- | No log | 6.4333 | 386 | 1.1728 | 0.1530 | 1.1728 | 1.0830 |
245
- | No log | 6.4667 | 388 | 1.2213 | 0.1688 | 1.2213 | 1.1051 |
246
- | No log | 6.5 | 390 | 1.2735 | 0.1094 | 1.2735 | 1.1285 |
247
- | No log | 6.5333 | 392 | 1.1487 | 0.1530 | 1.1487 | 1.0718 |
248
- | No log | 6.5667 | 394 | 0.9646 | 0.1463 | 0.9646 | 0.9821 |
249
- | No log | 6.6 | 396 | 0.8484 | 0.2352 | 0.8484 | 0.9211 |
250
- | No log | 6.6333 | 398 | 0.8837 | 0.2574 | 0.8837 | 0.9401 |
251
- | No log | 6.6667 | 400 | 1.0621 | 0.1463 | 1.0621 | 1.0306 |
252
- | No log | 6.7 | 402 | 1.3544 | 0.0947 | 1.3544 | 1.1638 |
253
- | No log | 6.7333 | 404 | 1.4601 | 0.1017 | 1.4601 | 1.2083 |
254
- | No log | 6.7667 | 406 | 1.3615 | 0.1581 | 1.3615 | 1.1668 |
255
- | No log | 6.8 | 408 | 1.1271 | 0.1265 | 1.1271 | 1.0616 |
256
- | No log | 6.8333 | 410 | 1.0170 | 0.1747 | 1.0170 | 1.0085 |
257
- | No log | 6.8667 | 412 | 1.0463 | 0.1909 | 1.0463 | 1.0229 |
258
- | No log | 6.9 | 414 | 1.0371 | 0.1671 | 1.0371 | 1.0184 |
259
- | No log | 6.9333 | 416 | 0.9817 | 0.2510 | 0.9817 | 0.9908 |
260
- | No log | 6.9667 | 418 | 0.9674 | 0.2615 | 0.9674 | 0.9835 |
261
- | No log | 7.0 | 420 | 0.9632 | 0.1822 | 0.9632 | 0.9815 |
262
- | No log | 7.0333 | 422 | 1.0185 | 0.1651 | 1.0185 | 1.0092 |
263
- | No log | 7.0667 | 424 | 1.0646 | 0.1747 | 1.0646 | 1.0318 |
264
- | No log | 7.1 | 426 | 1.1306 | 0.1795 | 1.1306 | 1.0633 |
265
- | No log | 7.1333 | 428 | 1.1102 | 0.2141 | 1.1102 | 1.0537 |
266
- | No log | 7.1667 | 430 | 0.9888 | 0.3110 | 0.9888 | 0.9944 |
267
- | No log | 7.2 | 432 | 0.8810 | 0.3372 | 0.8810 | 0.9386 |
268
- | No log | 7.2333 | 434 | 0.8423 | 0.2754 | 0.8423 | 0.9178 |
269
- | No log | 7.2667 | 436 | 0.9017 | 0.1822 | 0.9017 | 0.9496 |
270
- | No log | 7.3 | 438 | 1.0729 | 0.2183 | 1.0729 | 1.0358 |
271
- | No log | 7.3333 | 440 | 1.2176 | 0.1120 | 1.2176 | 1.1035 |
272
- | No log | 7.3667 | 442 | 1.2128 | 0.1148 | 1.2128 | 1.1013 |
273
- | No log | 7.4 | 444 | 1.0288 | 0.2363 | 1.0288 | 1.0143 |
274
- | No log | 7.4333 | 446 | 0.8592 | 0.2692 | 0.8592 | 0.9269 |
275
- | No log | 7.4667 | 448 | 0.8610 | 0.2297 | 0.8610 | 0.9279 |
276
- | No log | 7.5 | 450 | 0.9794 | 0.1955 | 0.9794 | 0.9896 |
277
- | No log | 7.5333 | 452 | 1.0574 | 0.1671 | 1.0574 | 1.0283 |
278
- | No log | 7.5667 | 454 | 1.1832 | 0.1432 | 1.1832 | 1.0878 |
279
- | No log | 7.6 | 456 | 1.1877 | 0.1432 | 1.1877 | 1.0898 |
280
- | No log | 7.6333 | 458 | 1.1144 | 0.1758 | 1.1144 | 1.0556 |
281
- | No log | 7.6667 | 460 | 1.0322 | 0.1428 | 1.0322 | 1.0160 |
282
- | No log | 7.7 | 462 | 1.0764 | 0.1328 | 1.0764 | 1.0375 |
283
- | No log | 7.7333 | 464 | 1.2105 | 0.1688 | 1.2105 | 1.1002 |
284
- | No log | 7.7667 | 466 | 1.2811 | 0.0992 | 1.2811 | 1.1319 |
285
- | No log | 7.8 | 468 | 1.2348 | 0.2069 | 1.2348 | 1.1112 |
286
- | No log | 7.8333 | 470 | 1.1053 | 0.2635 | 1.1053 | 1.0513 |
287
- | No log | 7.8667 | 472 | 1.0082 | 0.1827 | 1.0082 | 1.0041 |
288
- | No log | 7.9 | 474 | 1.0002 | 0.1869 | 1.0002 | 1.0001 |
289
- | No log | 7.9333 | 476 | 0.9874 | 0.2259 | 0.9874 | 0.9937 |
290
- | No log | 7.9667 | 478 | 1.0512 | 0.2032 | 1.0512 | 1.0253 |
291
- | No log | 8.0 | 480 | 1.2001 | 0.1944 | 1.2001 | 1.0955 |
292
- | No log | 8.0333 | 482 | 1.2578 | 0.2069 | 1.2578 | 1.1215 |
293
- | No log | 8.0667 | 484 | 1.1764 | 0.2282 | 1.1764 | 1.0846 |
294
- | No log | 8.1 | 486 | 1.0134 | 0.2411 | 1.0134 | 1.0067 |
295
- | No log | 8.1333 | 488 | 0.8848 | 0.2632 | 0.8848 | 0.9406 |
296
- | No log | 8.1667 | 490 | 0.8673 | 0.2817 | 0.8673 | 0.9313 |
297
- | No log | 8.2 | 492 | 0.9462 | 0.2784 | 0.9462 | 0.9727 |
298
- | No log | 8.2333 | 494 | 1.1475 | 0.2059 | 1.1475 | 1.0712 |
299
- | No log | 8.2667 | 496 | 1.3294 | 0.1581 | 1.3294 | 1.1530 |
300
- | No log | 8.3 | 498 | 1.3640 | 0.1042 | 1.3640 | 1.1679 |
301
- | 0.3178 | 8.3333 | 500 | 1.2647 | 0.1581 | 1.2647 | 1.1246 |
302
- | 0.3178 | 8.3667 | 502 | 1.1299 | 0.2059 | 1.1299 | 1.0630 |
303
- | 0.3178 | 8.4 | 504 | 1.0713 | 0.3059 | 1.0713 | 1.0350 |
304
- | 0.3178 | 8.4333 | 506 | 1.0508 | 0.3059 | 1.0508 | 1.0251 |
305
- | 0.3178 | 8.4667 | 508 | 1.0592 | 0.2367 | 1.0592 | 1.0292 |
306
- | 0.3178 | 8.5 | 510 | 1.0673 | 0.2059 | 1.0673 | 1.0331 |
307
- | 0.3178 | 8.5333 | 512 | 1.1505 | 0.2020 | 1.1505 | 1.0726 |
308
- | 0.3178 | 8.5667 | 514 | 1.2415 | 0.1907 | 1.2415 | 1.1142 |
309
- | 0.3178 | 8.6 | 516 | 1.3654 | 0.1253 | 1.3654 | 1.1685 |
310
- | 0.3178 | 8.6333 | 518 | 1.3576 | 0.1519 | 1.3576 | 1.1652 |
311
- | 0.3178 | 8.6667 | 520 | 1.2765 | 0.1825 | 1.2765 | 1.1298 |
312
- | 0.3178 | 8.7 | 522 | 1.1833 | 0.1397 | 1.1833 | 1.0878 |
313
- | 0.3178 | 8.7333 | 524 | 1.1283 | 0.1497 | 1.1283 | 1.0622 |
314
- | 0.3178 | 8.7667 | 526 | 1.0367 | 0.2032 | 1.0367 | 1.0182 |
315
- | 0.3178 | 8.8 | 528 | 0.9797 | 0.2866 | 0.9797 | 0.9898 |
316
- | 0.3178 | 8.8333 | 530 | 0.9512 | 0.3231 | 0.9512 | 0.9753 |
317
- | 0.3178 | 8.8667 | 532 | 1.0279 | 0.2032 | 1.0279 | 1.0139 |
318
- | 0.3178 | 8.9 | 534 | 1.1349 | 0.1205 | 1.1349 | 1.0653 |
319
- | 0.3178 | 8.9333 | 536 | 1.2154 | 0.1334 | 1.2154 | 1.1025 |
320
- | 0.3178 | 8.9667 | 538 | 1.1823 | 0.1795 | 1.1823 | 1.0873 |
321
- | 0.3178 | 9.0 | 540 | 1.0757 | 0.1909 | 1.0757 | 1.0372 |
322
- | 0.3178 | 9.0333 | 542 | 0.9410 | 0.2410 | 0.9410 | 0.9700 |
323
- | 0.3178 | 9.0667 | 544 | 0.9153 | 0.2244 | 0.9153 | 0.9567 |
324
- | 0.3178 | 9.1 | 546 | 0.9368 | 0.2193 | 0.9368 | 0.9679 |
325
- | 0.3178 | 9.1333 | 548 | 1.0747 | 0.2297 | 1.0747 | 1.0367 |
326
- | 0.3178 | 9.1667 | 550 | 1.3215 | 0.0810 | 1.3215 | 1.1496 |
327
- | 0.3178 | 9.2 | 552 | 1.5670 | 0.1122 | 1.5670 | 1.2518 |
328
- | 0.3178 | 9.2333 | 554 | 1.8929 | 0.0685 | 1.8929 | 1.3758 |
329
- | 0.3178 | 9.2667 | 556 | 1.9484 | 0.0656 | 1.9484 | 1.3959 |
330
- | 0.3178 | 9.3 | 558 | 1.7950 | 0.0549 | 1.7950 | 1.3398 |
331
 
332
 
333
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.9739
19
+ - Qwk: 0.1859
20
+ - Mse: 0.9739
21
+ - Rmse: 0.9869
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0351 | 2 | 2.6713 | -0.0829 | 2.6713 | 1.6344 |
53
+ | No log | 0.0702 | 4 | 1.5917 | -0.0298 | 1.5917 | 1.2616 |
54
+ | No log | 0.1053 | 6 | 1.2982 | -0.0816 | 1.2982 | 1.1394 |
55
+ | No log | 0.1404 | 8 | 1.3468 | -0.0823 | 1.3468 | 1.1605 |
56
+ | No log | 0.1754 | 10 | 1.4583 | -0.1782 | 1.4583 | 1.2076 |
57
+ | No log | 0.2105 | 12 | 1.3812 | -0.1520 | 1.3812 | 1.1752 |
58
+ | No log | 0.2456 | 14 | 1.3165 | -0.1845 | 1.3165 | 1.1474 |
59
+ | No log | 0.2807 | 16 | 1.1527 | -0.0299 | 1.1527 | 1.0736 |
60
+ | No log | 0.3158 | 18 | 1.0160 | 0.1260 | 1.0160 | 1.0080 |
61
+ | No log | 0.3509 | 20 | 0.9304 | 0.1139 | 0.9304 | 0.9646 |
62
+ | No log | 0.3860 | 22 | 0.8674 | 0.0757 | 0.8674 | 0.9314 |
63
+ | No log | 0.4211 | 24 | 0.9300 | 0.1648 | 0.9300 | 0.9644 |
64
+ | No log | 0.4561 | 26 | 0.9395 | 0.2012 | 0.9395 | 0.9693 |
65
+ | No log | 0.4912 | 28 | 0.8811 | 0.2632 | 0.8811 | 0.9387 |
66
+ | No log | 0.5263 | 30 | 0.9728 | 0.1718 | 0.9728 | 0.9863 |
67
+ | No log | 0.5614 | 32 | 1.0524 | 0.0787 | 1.0524 | 1.0259 |
68
+ | No log | 0.5965 | 34 | 1.1132 | -0.0766 | 1.1132 | 1.0551 |
69
+ | No log | 0.6316 | 36 | 1.1928 | -0.0614 | 1.1928 | 1.0921 |
70
+ | No log | 0.6667 | 38 | 1.5762 | -0.0790 | 1.5762 | 1.2555 |
71
+ | No log | 0.7018 | 40 | 1.4902 | -0.0840 | 1.4902 | 1.2208 |
72
+ | No log | 0.7368 | 42 | 1.2838 | -0.1765 | 1.2838 | 1.1330 |
73
+ | No log | 0.7719 | 44 | 0.9634 | 0.0888 | 0.9634 | 0.9815 |
74
+ | No log | 0.8070 | 46 | 0.9477 | 0.0851 | 0.9477 | 0.9735 |
75
+ | No log | 0.8421 | 48 | 0.9208 | 0.1550 | 0.9208 | 0.9596 |
76
+ | No log | 0.8772 | 50 | 0.8849 | 0.1972 | 0.8849 | 0.9407 |
77
+ | No log | 0.9123 | 52 | 0.9487 | 0.0208 | 0.9487 | 0.9740 |
78
+ | No log | 0.9474 | 54 | 0.9859 | -0.0149 | 0.9859 | 0.9929 |
79
+ | No log | 0.9825 | 56 | 0.9574 | 0.0643 | 0.9574 | 0.9785 |
80
+ | No log | 1.0175 | 58 | 0.8109 | 0.2145 | 0.8109 | 0.9005 |
81
+ | No log | 1.0526 | 60 | 0.8270 | 0.2145 | 0.8270 | 0.9094 |
82
+ | No log | 1.0877 | 62 | 0.9757 | 0.0608 | 0.9757 | 0.9878 |
83
+ | No log | 1.1228 | 64 | 1.0199 | 0.0208 | 1.0199 | 1.0099 |
84
+ | No log | 1.1579 | 66 | 1.0034 | 0.0643 | 1.0034 | 1.0017 |
85
+ | No log | 1.1930 | 68 | 0.9489 | 0.0643 | 0.9489 | 0.9741 |
86
+ | No log | 1.2281 | 70 | 1.0036 | 0.0181 | 1.0036 | 1.0018 |
87
+ | No log | 1.2632 | 72 | 1.0683 | -0.0287 | 1.0683 | 1.0336 |
88
+ | No log | 1.2982 | 74 | 1.0933 | -0.0320 | 1.0933 | 1.0456 |
89
+ | No log | 1.3333 | 76 | 1.1161 | 0.0506 | 1.1161 | 1.0565 |
90
+ | No log | 1.3684 | 78 | 1.1508 | 0.1384 | 1.1508 | 1.0727 |
91
+ | No log | 1.4035 | 80 | 1.2555 | 0.0369 | 1.2555 | 1.1205 |
92
+ | No log | 1.4386 | 82 | 1.2199 | -0.0045 | 1.2199 | 1.1045 |
93
+ | No log | 1.4737 | 84 | 1.2133 | 0.0698 | 1.2133 | 1.1015 |
94
+ | No log | 1.5088 | 86 | 1.1554 | 0.1014 | 1.1554 | 1.0749 |
95
+ | No log | 1.5439 | 88 | 1.1095 | 0.0983 | 1.1095 | 1.0533 |
96
+ | No log | 1.5789 | 90 | 1.0409 | 0.1454 | 1.0409 | 1.0203 |
97
+ | No log | 1.6140 | 92 | 1.0239 | 0.1886 | 1.0239 | 1.0119 |
98
+ | No log | 1.6491 | 94 | 1.0392 | 0.1142 | 1.0392 | 1.0194 |
99
+ | No log | 1.6842 | 96 | 1.0936 | 0.1603 | 1.0936 | 1.0458 |
100
+ | No log | 1.7193 | 98 | 1.0757 | 0.0686 | 1.0757 | 1.0372 |
101
+ | No log | 1.7544 | 100 | 1.2026 | -0.0006 | 1.2026 | 1.0966 |
102
+ | No log | 1.7895 | 102 | 1.4316 | 0.0841 | 1.4316 | 1.1965 |
103
+ | No log | 1.8246 | 104 | 1.4086 | 0.0979 | 1.4086 | 1.1869 |
104
+ | No log | 1.8596 | 106 | 1.2718 | 0.0369 | 1.2718 | 1.1278 |
105
+ | No log | 1.8947 | 108 | 1.2433 | 0.1257 | 1.2433 | 1.1151 |
106
+ | No log | 1.9298 | 110 | 1.2709 | 0.0977 | 1.2709 | 1.1274 |
107
+ | No log | 1.9649 | 112 | 1.2711 | 0.0390 | 1.2711 | 1.1274 |
108
+ | No log | 2.0 | 114 | 1.2061 | 0.0445 | 1.2061 | 1.0982 |
109
+ | No log | 2.0351 | 116 | 1.1572 | 0.0141 | 1.1572 | 1.0757 |
110
+ | No log | 2.0702 | 118 | 1.0672 | 0.0952 | 1.0672 | 1.0331 |
111
+ | No log | 2.1053 | 120 | 0.9734 | 0.2119 | 0.9734 | 0.9866 |
112
+ | No log | 2.1404 | 122 | 0.9608 | 0.1777 | 0.9608 | 0.9802 |
113
+ | No log | 2.1754 | 124 | 1.0706 | 0.1174 | 1.0706 | 1.0347 |
114
+ | No log | 2.2105 | 126 | 1.0553 | 0.0220 | 1.0553 | 1.0273 |
115
+ | No log | 2.2456 | 128 | 0.9775 | 0.1522 | 0.9775 | 0.9887 |
116
+ | No log | 2.2807 | 130 | 0.9603 | 0.1584 | 0.9603 | 0.9799 |
117
+ | No log | 2.3158 | 132 | 1.0162 | 0.0741 | 1.0162 | 1.0081 |
118
+ | No log | 2.3509 | 134 | 1.0424 | 0.0487 | 1.0424 | 1.0210 |
119
+ | No log | 2.3860 | 136 | 1.0302 | 0.1103 | 1.0302 | 1.0150 |
120
+ | No log | 2.4211 | 138 | 1.0496 | 0.1368 | 1.0496 | 1.0245 |
121
+ | No log | 2.4561 | 140 | 1.0773 | 0.1251 | 1.0773 | 1.0379 |
122
+ | No log | 2.4912 | 142 | 1.0715 | 0.1727 | 1.0715 | 1.0351 |
123
+ | No log | 2.5263 | 144 | 1.0943 | 0.0236 | 1.0943 | 1.0461 |
124
+ | No log | 2.5614 | 146 | 1.0926 | 0.1522 | 1.0926 | 1.0453 |
125
+ | No log | 2.5965 | 148 | 1.0819 | 0.1607 | 1.0819 | 1.0402 |
126
+ | No log | 2.6316 | 150 | 1.0428 | 0.2077 | 1.0428 | 1.0212 |
127
+ | No log | 2.6667 | 152 | 0.9931 | 0.1219 | 0.9931 | 0.9966 |
128
+ | No log | 2.7018 | 154 | 0.9681 | 0.1970 | 0.9681 | 0.9839 |
129
+ | No log | 2.7368 | 156 | 0.9379 | 0.2302 | 0.9379 | 0.9684 |
130
+ | No log | 2.7719 | 158 | 0.9167 | 0.1850 | 0.9167 | 0.9574 |
131
+ | No log | 2.8070 | 160 | 0.9401 | 0.1706 | 0.9401 | 0.9696 |
132
+ | No log | 2.8421 | 162 | 1.0164 | 0.2523 | 1.0164 | 1.0082 |
133
+ | No log | 2.8772 | 164 | 1.1175 | 0.1507 | 1.1175 | 1.0571 |
134
+ | No log | 2.9123 | 166 | 1.2115 | 0.0347 | 1.2115 | 1.1007 |
135
+ | No log | 2.9474 | 168 | 1.1900 | 0.1547 | 1.1900 | 1.0909 |
136
+ | No log | 2.9825 | 170 | 1.1629 | 0.1360 | 1.1629 | 1.0784 |
137
+ | No log | 3.0175 | 172 | 1.0959 | 0.1607 | 1.0959 | 1.0468 |
138
+ | No log | 3.0526 | 174 | 0.9925 | 0.1753 | 0.9925 | 0.9962 |
139
+ | No log | 3.0877 | 176 | 0.9015 | 0.1587 | 0.9015 | 0.9495 |
140
+ | No log | 3.1228 | 178 | 0.8687 | 0.0938 | 0.8687 | 0.9320 |
141
+ | No log | 3.1579 | 180 | 0.8754 | 0.0253 | 0.8754 | 0.9356 |
142
+ | No log | 3.1930 | 182 | 0.8664 | 0.2407 | 0.8664 | 0.9308 |
143
+ | No log | 3.2281 | 184 | 0.8960 | 0.2527 | 0.8960 | 0.9466 |
144
+ | No log | 3.2632 | 186 | 0.9863 | 0.1534 | 0.9863 | 0.9931 |
145
+ | No log | 3.2982 | 188 | 1.0894 | 0.1534 | 1.0894 | 1.0437 |
146
+ | No log | 3.3333 | 190 | 1.1575 | 0.0679 | 1.1575 | 1.0759 |
147
+ | No log | 3.3684 | 192 | 1.1568 | 0.1364 | 1.1568 | 1.0755 |
148
+ | No log | 3.4035 | 194 | 1.1805 | 0.1037 | 1.1805 | 1.0865 |
149
+ | No log | 3.4386 | 196 | 1.2033 | 0.1157 | 1.2033 | 1.0970 |
150
+ | No log | 3.4737 | 198 | 1.1416 | 0.1223 | 1.1416 | 1.0684 |
151
+ | No log | 3.5088 | 200 | 1.0979 | 0.0989 | 1.0979 | 1.0478 |
152
+ | No log | 3.5439 | 202 | 1.0733 | 0.1304 | 1.0733 | 1.0360 |
153
+ | No log | 3.5789 | 204 | 0.9928 | 0.1077 | 0.9928 | 0.9964 |
154
+ | No log | 3.6140 | 206 | 0.9813 | 0.2221 | 0.9813 | 0.9906 |
155
+ | No log | 3.6491 | 208 | 1.0165 | 0.2768 | 1.0165 | 1.0082 |
156
+ | No log | 3.6842 | 210 | 1.0098 | 0.2507 | 1.0098 | 1.0049 |
157
+ | No log | 3.7193 | 212 | 0.9945 | 0.2155 | 0.9945 | 0.9973 |
158
+ | No log | 3.7544 | 214 | 1.0027 | 0.3052 | 1.0027 | 1.0013 |
159
+ | No log | 3.7895 | 216 | 0.9913 | 0.3052 | 0.9913 | 0.9957 |
160
+ | No log | 3.8246 | 218 | 0.9842 | 0.2795 | 0.9842 | 0.9921 |
161
+ | No log | 3.8596 | 220 | 0.9714 | 0.2717 | 0.9714 | 0.9856 |
162
+ | No log | 3.8947 | 222 | 0.9538 | 0.2481 | 0.9538 | 0.9766 |
163
+ | No log | 3.9298 | 224 | 0.9403 | 0.2689 | 0.9403 | 0.9697 |
164
+ | No log | 3.9649 | 226 | 0.9272 | 0.2717 | 0.9272 | 0.9629 |
165
+ | No log | 4.0 | 228 | 0.9193 | 0.2419 | 0.9193 | 0.9588 |
166
+ | No log | 4.0351 | 230 | 0.9232 | 0.2419 | 0.9232 | 0.9609 |
167
+ | No log | 4.0702 | 232 | 0.9185 | 0.2424 | 0.9185 | 0.9584 |
168
+ | No log | 4.1053 | 234 | 0.9299 | 0.2224 | 0.9299 | 0.9643 |
169
+ | No log | 4.1404 | 236 | 0.9455 | 0.2605 | 0.9455 | 0.9724 |
170
+ | No log | 4.1754 | 238 | 0.9880 | 0.1915 | 0.9880 | 0.9940 |
171
+ | No log | 4.2105 | 240 | 1.0148 | 0.1534 | 1.0148 | 1.0074 |
172
+ | No log | 4.2456 | 242 | 1.0196 | 0.1534 | 1.0196 | 1.0097 |
173
+ | No log | 4.2807 | 244 | 0.9799 | 0.2313 | 0.9799 | 0.9899 |
174
+ | No log | 4.3158 | 246 | 0.9995 | 0.2532 | 0.9995 | 0.9997 |
175
+ | No log | 4.3509 | 248 | 0.9952 | 0.2561 | 0.9952 | 0.9976 |
176
+ | No log | 4.3860 | 250 | 0.9767 | 0.2328 | 0.9767 | 0.9883 |
177
+ | No log | 4.4211 | 252 | 0.9473 | 0.1962 | 0.9473 | 0.9733 |
178
+ | No log | 4.4561 | 254 | 0.9146 | 0.1962 | 0.9146 | 0.9564 |
179
+ | No log | 4.4912 | 256 | 0.9126 | 0.1962 | 0.9126 | 0.9553 |
180
+ | No log | 4.5263 | 258 | 0.9031 | 0.2149 | 0.9031 | 0.9503 |
181
+ | No log | 4.5614 | 260 | 0.9431 | 0.2102 | 0.9431 | 0.9711 |
182
+ | No log | 4.5965 | 262 | 1.0528 | 0.2739 | 1.0528 | 1.0261 |
183
+ | No log | 4.6316 | 264 | 1.0661 | 0.2634 | 1.0661 | 1.0325 |
184
+ | No log | 4.6667 | 266 | 1.0545 | 0.0574 | 1.0545 | 1.0269 |
185
+ | No log | 4.7018 | 268 | 1.1113 | 0.1549 | 1.1113 | 1.0542 |
186
+ | No log | 4.7368 | 270 | 1.1250 | 0.1144 | 1.1250 | 1.0607 |
187
+ | No log | 4.7719 | 272 | 1.0516 | 0.0824 | 1.0516 | 1.0255 |
188
+ | No log | 4.8070 | 274 | 1.0487 | 0.1002 | 1.0487 | 1.0241 |
189
+ | No log | 4.8421 | 276 | 1.0429 | 0.2582 | 1.0429 | 1.0212 |
190
+ | No log | 4.8772 | 278 | 0.9942 | 0.1001 | 0.9942 | 0.9971 |
191
+ | No log | 4.9123 | 280 | 0.9890 | 0.1830 | 0.9890 | 0.9945 |
192
+ | No log | 4.9474 | 282 | 0.9952 | 0.1846 | 0.9952 | 0.9976 |
193
+ | No log | 4.9825 | 284 | 1.1435 | 0.1732 | 1.1435 | 1.0693 |
194
+ | No log | 5.0175 | 286 | 1.2230 | 0.1230 | 1.2230 | 1.1059 |
195
+ | No log | 5.0526 | 288 | 1.1161 | 0.3412 | 1.1161 | 1.0565 |
196
+ | No log | 5.0877 | 290 | 1.0301 | 0.3188 | 1.0301 | 1.0149 |
197
+ | No log | 5.1228 | 292 | 1.0096 | 0.2962 | 1.0096 | 1.0048 |
198
+ | No log | 5.1579 | 294 | 0.9663 | 0.1833 | 0.9663 | 0.9830 |
199
+ | No log | 5.1930 | 296 | 0.9186 | 0.2400 | 0.9186 | 0.9584 |
200
+ | No log | 5.2281 | 298 | 0.9263 | 0.1978 | 0.9263 | 0.9624 |
201
+ | No log | 5.2632 | 300 | 0.9991 | 0.1379 | 0.9991 | 0.9996 |
202
+ | No log | 5.2982 | 302 | 1.0994 | 0.2065 | 1.0994 | 1.0485 |
203
+ | No log | 5.3333 | 304 | 1.0902 | 0.1262 | 1.0902 | 1.0441 |
204
+ | No log | 5.3684 | 306 | 1.0842 | 0.1888 | 1.0842 | 1.0412 |
205
+ | No log | 5.4035 | 308 | 1.0769 | 0.1940 | 1.0769 | 1.0378 |
206
+ | No log | 5.4386 | 310 | 1.0847 | 0.2175 | 1.0847 | 1.0415 |
207
+ | No log | 5.4737 | 312 | 1.0691 | 0.2262 | 1.0691 | 1.0340 |
208
+ | No log | 5.5088 | 314 | 1.1079 | 0.1488 | 1.1079 | 1.0526 |
209
+ | No log | 5.5439 | 316 | 1.0783 | 0.1330 | 1.0783 | 1.0384 |
210
+ | No log | 5.5789 | 318 | 1.0292 | 0.1856 | 1.0292 | 1.0145 |
211
+ | No log | 5.6140 | 320 | 1.0470 | 0.1385 | 1.0470 | 1.0232 |
212
+ | No log | 5.6491 | 322 | 1.0707 | 0.1270 | 1.0707 | 1.0347 |
213
+ | No log | 5.6842 | 324 | 1.1240 | 0.1578 | 1.1240 | 1.0602 |
214
+ | No log | 5.7193 | 326 | 1.2221 | 0.0576 | 1.2221 | 1.1055 |
215
+ | No log | 5.7544 | 328 | 1.2250 | 0.0256 | 1.2250 | 1.1068 |
216
+ | No log | 5.7895 | 330 | 1.1599 | 0.0692 | 1.1599 | 1.0770 |
217
+ | No log | 5.8246 | 332 | 1.0938 | 0.1310 | 1.0938 | 1.0458 |
218
+ | No log | 5.8596 | 334 | 1.1336 | 0.0856 | 1.1336 | 1.0647 |
219
+ | No log | 5.8947 | 336 | 1.1021 | 0.1100 | 1.1021 | 1.0498 |
220
+ | No log | 5.9298 | 338 | 1.1445 | 0.0845 | 1.1445 | 1.0698 |
221
+ | No log | 5.9649 | 340 | 1.1978 | 0.0802 | 1.1978 | 1.0944 |
222
+ | No log | 6.0 | 342 | 1.2194 | 0.0496 | 1.2194 | 1.1043 |
223
+ | No log | 6.0351 | 344 | 1.2171 | 0.0155 | 1.2171 | 1.1032 |
224
+ | No log | 6.0702 | 346 | 1.1871 | 0.0902 | 1.1871 | 1.0895 |
225
+ | No log | 6.1053 | 348 | 1.0960 | 0.0557 | 1.0960 | 1.0469 |
226
+ | No log | 6.1404 | 350 | 1.0295 | 0.1748 | 1.0295 | 1.0146 |
227
+ | No log | 6.1754 | 352 | 1.0179 | 0.1368 | 1.0179 | 1.0089 |
228
+ | No log | 6.2105 | 354 | 1.0522 | 0.0829 | 1.0522 | 1.0258 |
229
+ | No log | 6.2456 | 356 | 1.0565 | 0.0741 | 1.0565 | 1.0279 |
230
+ | No log | 6.2807 | 358 | 1.0642 | 0.0829 | 1.0642 | 1.0316 |
231
+ | No log | 6.3158 | 360 | 1.1195 | 0.0909 | 1.1195 | 1.0581 |
232
+ | No log | 6.3509 | 362 | 1.1656 | 0.0883 | 1.1656 | 1.0796 |
233
+ | No log | 6.3860 | 364 | 1.2117 | 0.1076 | 1.2117 | 1.1008 |
234
+ | No log | 6.4211 | 366 | 1.3716 | 0.0727 | 1.3716 | 1.1712 |
235
+ | No log | 6.4561 | 368 | 1.4139 | 0.1427 | 1.4139 | 1.1891 |
236
+ | No log | 6.4912 | 370 | 1.2705 | 0.1028 | 1.2705 | 1.1272 |
237
+ | No log | 6.5263 | 372 | 1.0398 | 0.0487 | 1.0398 | 1.0197 |
238
+ | No log | 6.5614 | 374 | 0.9420 | 0.1506 | 0.9420 | 0.9705 |
239
+ | No log | 6.5965 | 376 | 1.1230 | 0.0212 | 1.1230 | 1.0597 |
240
+ | No log | 6.6316 | 378 | 1.2488 | 0.0546 | 1.2488 | 1.1175 |
241
+ | No log | 6.6667 | 380 | 1.1626 | 0.0231 | 1.1626 | 1.0782 |
242
+ | No log | 6.7018 | 382 | 1.0412 | 0.2182 | 1.0412 | 1.0204 |
243
+ | No log | 6.7368 | 384 | 1.0844 | 0.2026 | 1.0844 | 1.0413 |
244
+ | No log | 6.7719 | 386 | 1.1271 | 0.1233 | 1.1271 | 1.0617 |
245
+ | No log | 6.8070 | 388 | 1.0962 | 0.1578 | 1.0962 | 1.0470 |
246
+ | No log | 6.8421 | 390 | 1.0445 | 0.1884 | 1.0445 | 1.0220 |
247
+ | No log | 6.8772 | 392 | 1.0298 | 0.1493 | 1.0298 | 1.0148 |
248
+ | No log | 6.9123 | 394 | 0.9975 | 0.1373 | 0.9975 | 0.9987 |
249
+ | No log | 6.9474 | 396 | 0.9741 | 0.1459 | 0.9741 | 0.9869 |
250
+ | No log | 6.9825 | 398 | 0.9757 | 0.0816 | 0.9757 | 0.9878 |
251
+ | No log | 7.0175 | 400 | 0.9964 | 0.0816 | 0.9964 | 0.9982 |
252
+ | No log | 7.0526 | 402 | 1.0548 | 0.0196 | 1.0548 | 1.0270 |
253
+ | No log | 7.0877 | 404 | 1.1177 | 0.0925 | 1.1177 | 1.0572 |
254
+ | No log | 7.1228 | 406 | 1.0822 | 0.0660 | 1.0822 | 1.0403 |
255
+ | No log | 7.1579 | 408 | 1.0725 | 0.1210 | 1.0725 | 1.0356 |
256
+ | No log | 7.1930 | 410 | 1.0359 | 0.1210 | 1.0359 | 1.0178 |
257
+ | No log | 7.2281 | 412 | 1.0220 | 0.0769 | 1.0220 | 1.0110 |
258
+ | No log | 7.2632 | 414 | 0.9525 | 0.1289 | 0.9525 | 0.9760 |
259
+ | No log | 7.2982 | 416 | 0.9395 | 0.2096 | 0.9395 | 0.9693 |
260
+ | No log | 7.3333 | 418 | 0.9700 | 0.1362 | 0.9700 | 0.9849 |
261
+ | No log | 7.3684 | 420 | 1.0139 | 0.1789 | 1.0139 | 1.0069 |
262
+ | No log | 7.4035 | 422 | 1.0554 | 0.1503 | 1.0554 | 1.0273 |
263
+ | No log | 7.4386 | 424 | 1.1180 | 0.1319 | 1.1180 | 1.0573 |
264
+ | No log | 7.4737 | 426 | 1.2180 | 0.1402 | 1.2180 | 1.1036 |
265
+ | No log | 7.5088 | 428 | 1.2505 | 0.0782 | 1.2505 | 1.1183 |
266
+ | No log | 7.5439 | 430 | 1.2070 | 0.0782 | 1.2070 | 1.0986 |
267
+ | No log | 7.5789 | 432 | 1.0886 | 0.1912 | 1.0886 | 1.0434 |
268
+ | No log | 7.6140 | 434 | 0.9983 | 0.2129 | 0.9983 | 0.9992 |
269
+ | No log | 7.6491 | 436 | 0.9799 | 0.0513 | 0.9799 | 0.9899 |
270
+ | No log | 7.6842 | 438 | 0.9917 | 0.0766 | 0.9917 | 0.9958 |
271
+ | No log | 7.7193 | 440 | 1.0198 | 0.1915 | 1.0198 | 1.0099 |
272
+ | No log | 7.7544 | 442 | 1.0598 | 0.1808 | 1.0598 | 1.0295 |
273
+ | No log | 7.7895 | 444 | 1.0804 | 0.1701 | 1.0804 | 1.0394 |
274
+ | No log | 7.8246 | 446 | 1.0628 | 0.1738 | 1.0628 | 1.0309 |
275
+ | No log | 7.8596 | 448 | 1.0711 | 0.0821 | 1.0711 | 1.0350 |
276
+ | No log | 7.8947 | 450 | 1.0556 | 0.0475 | 1.0556 | 1.0274 |
277
+ | No log | 7.9298 | 452 | 1.0544 | 0.1760 | 1.0544 | 1.0268 |
278
+ | No log | 7.9649 | 454 | 1.0982 | 0.1479 | 1.0982 | 1.0479 |
279
+ | No log | 8.0 | 456 | 1.0575 | 0.1672 | 1.0575 | 1.0283 |
280
+ | No log | 8.0351 | 458 | 1.0211 | 0.2013 | 1.0211 | 1.0105 |
281
+ | No log | 8.0702 | 460 | 0.9903 | 0.1534 | 0.9903 | 0.9951 |
282
+ | No log | 8.1053 | 462 | 0.9592 | 0.0660 | 0.9592 | 0.9794 |
283
+ | No log | 8.1404 | 464 | 0.9840 | 0.1712 | 0.9840 | 0.9920 |
284
+ | No log | 8.1754 | 466 | 1.0758 | 0.1557 | 1.0758 | 1.0372 |
285
+ | No log | 8.2105 | 468 | 1.1076 | 0.1479 | 1.1076 | 1.0524 |
286
+ | No log | 8.2456 | 470 | 1.1288 | 0.2167 | 1.1288 | 1.0625 |
287
+ | No log | 8.2807 | 472 | 1.0859 | 0.1582 | 1.0859 | 1.0421 |
288
+ | No log | 8.3158 | 474 | 1.0254 | 0.1766 | 1.0254 | 1.0126 |
289
+ | No log | 8.3509 | 476 | 0.9873 | 0.1066 | 0.9873 | 0.9936 |
290
+ | No log | 8.3860 | 478 | 0.9559 | 0.1379 | 0.9559 | 0.9777 |
291
+ | No log | 8.4211 | 480 | 0.9262 | 0.1651 | 0.9262 | 0.9624 |
292
+ | No log | 8.4561 | 482 | 0.9109 | 0.1978 | 0.9109 | 0.9544 |
293
+ | No log | 8.4912 | 484 | 0.8966 | 0.2203 | 0.8966 | 0.9469 |
294
+ | No log | 8.5263 | 486 | 0.9124 | 0.2661 | 0.9124 | 0.9552 |
295
+ | No log | 8.5614 | 488 | 0.9692 | 0.1549 | 0.9692 | 0.9845 |
296
+ | No log | 8.5965 | 490 | 1.0185 | 0.1760 | 1.0185 | 1.0092 |
297
+ | No log | 8.6316 | 492 | 1.0037 | 0.1496 | 1.0037 | 1.0018 |
298
+ | No log | 8.6667 | 494 | 0.9657 | 0.2006 | 0.9657 | 0.9827 |
299
+ | No log | 8.7018 | 496 | 0.9805 | 0.1773 | 0.9805 | 0.9902 |
300
+ | No log | 8.7368 | 498 | 0.9772 | 0.1905 | 0.9772 | 0.9885 |
301
+ | 0.3921 | 8.7719 | 500 | 0.9478 | 0.1886 | 0.9478 | 0.9735 |
302
+ | 0.3921 | 8.8070 | 502 | 0.9918 | 0.1760 | 0.9918 | 0.9959 |
303
+ | 0.3921 | 8.8421 | 504 | 1.0548 | 0.1672 | 1.0548 | 1.0270 |
304
+ | 0.3921 | 8.8772 | 506 | 1.0445 | 0.1672 | 1.0445 | 1.0220 |
305
+ | 0.3921 | 8.9123 | 508 | 0.9687 | 0.1496 | 0.9687 | 0.9842 |
306
+ | 0.3921 | 8.9474 | 510 | 0.9739 | 0.1859 | 0.9739 | 0.9869 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
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