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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task1_organization

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  1. README.md +279 -269
  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_k16_task1_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_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: 1.0464
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- - Qwk: 0.6395
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- - Mse: 1.0464
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- - Rmse: 1.0229
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  ## Model description
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@@ -47,269 +47,279 @@ 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 | 0.0253 | 2 | 6.9957 | 0.0056 | 6.9957 | 2.6449 |
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- | No log | 0.0506 | 4 | 4.2689 | 0.0675 | 4.2689 | 2.0661 |
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- | No log | 0.0759 | 6 | 2.7609 | 0.0848 | 2.7609 | 1.6616 |
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- | No log | 0.1013 | 8 | 2.1434 | 0.0930 | 2.1434 | 1.4640 |
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- | No log | 0.1266 | 10 | 1.8358 | 0.1698 | 1.8358 | 1.3549 |
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- | No log | 0.1519 | 12 | 1.7737 | 0.1538 | 1.7737 | 1.3318 |
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- | No log | 0.1772 | 14 | 1.6831 | 0.1538 | 1.6831 | 1.2974 |
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- | No log | 0.2025 | 16 | 1.7225 | 0.1538 | 1.7225 | 1.3124 |
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- | No log | 0.2278 | 18 | 1.9031 | 0.2523 | 1.9031 | 1.3795 |
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- | No log | 0.2532 | 20 | 1.9147 | 0.2478 | 1.9147 | 1.3837 |
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- | No log | 0.2785 | 22 | 1.8983 | 0.3186 | 1.8983 | 1.3778 |
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- | No log | 0.3038 | 24 | 1.7719 | 0.2075 | 1.7719 | 1.3311 |
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- | No log | 0.3291 | 26 | 2.1179 | 0.0175 | 2.1179 | 1.4553 |
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- | No log | 0.3544 | 28 | 1.8823 | 0.1333 | 1.8823 | 1.3720 |
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- | No log | 0.3797 | 30 | 1.8258 | 0.1154 | 1.8258 | 1.3512 |
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- | No log | 0.4051 | 32 | 1.7529 | 0.1165 | 1.7529 | 1.3240 |
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- | No log | 0.4304 | 34 | 1.7966 | 0.2364 | 1.7966 | 1.3404 |
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- | No log | 0.4557 | 36 | 2.1654 | 0.1135 | 2.1654 | 1.4715 |
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- | No log | 0.4810 | 38 | 2.1586 | 0.1408 | 2.1586 | 1.4692 |
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- | No log | 0.5063 | 40 | 1.8304 | 0.3471 | 1.8304 | 1.3529 |
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- | No log | 0.5316 | 42 | 1.7590 | 0.2264 | 1.7590 | 1.3263 |
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- | No log | 0.5570 | 44 | 1.8519 | 0.0971 | 1.8519 | 1.3608 |
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- | No log | 0.5823 | 46 | 1.9332 | 0.0971 | 1.9332 | 1.3904 |
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- | No log | 0.6076 | 48 | 2.0811 | 0.0561 | 2.0811 | 1.4426 |
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- | No log | 0.6329 | 50 | 1.8332 | 0.0396 | 1.8332 | 1.3540 |
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- | No log | 0.6582 | 52 | 1.7757 | 0.0396 | 1.7757 | 1.3326 |
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- | No log | 0.6835 | 54 | 1.6463 | 0.1538 | 1.6463 | 1.2831 |
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- | No log | 0.7089 | 56 | 1.6017 | 0.1524 | 1.6017 | 1.2656 |
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- | No log | 0.7342 | 58 | 1.6460 | 0.3448 | 1.6460 | 1.2830 |
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- | No log | 0.7595 | 60 | 1.5429 | 0.3304 | 1.5429 | 1.2421 |
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- | No log | 0.7848 | 62 | 1.6503 | 0.3622 | 1.6503 | 1.2846 |
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- | No log | 0.8101 | 64 | 2.2856 | 0.1655 | 2.2856 | 1.5118 |
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- | No log | 0.8354 | 66 | 2.4546 | 0.0784 | 2.4546 | 1.5667 |
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- | No log | 0.8608 | 68 | 2.0100 | 0.2270 | 2.0100 | 1.4177 |
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- | No log | 0.8861 | 70 | 1.7538 | 0.3939 | 1.7538 | 1.3243 |
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- | No log | 0.9114 | 72 | 1.4077 | 0.2982 | 1.4077 | 1.1865 |
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- | No log | 0.9367 | 74 | 1.2997 | 0.2679 | 1.2997 | 1.1401 |
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- | No log | 0.9620 | 76 | 1.4637 | 0.2056 | 1.4637 | 1.2099 |
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- | No log | 0.9873 | 78 | 1.8482 | 0.1786 | 1.8482 | 1.3595 |
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- | No log | 1.0127 | 80 | 2.2328 | 0.1395 | 2.2328 | 1.4943 |
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- | No log | 1.0380 | 82 | 2.2178 | 0.0276 | 2.2178 | 1.4892 |
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- | No log | 1.0633 | 84 | 2.0205 | 0.2923 | 2.0205 | 1.4214 |
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- | No log | 1.0886 | 86 | 1.8242 | 0.3306 | 1.8242 | 1.3506 |
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- | No log | 1.1139 | 88 | 1.7777 | 0.3361 | 1.7777 | 1.3333 |
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- | No log | 1.1392 | 90 | 1.7363 | 0.3158 | 1.7363 | 1.3177 |
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- | No log | 1.1646 | 92 | 1.6217 | 0.3036 | 1.6217 | 1.2735 |
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- | No log | 1.1899 | 94 | 1.5655 | 0.2703 | 1.5655 | 1.2512 |
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- | No log | 1.2152 | 96 | 1.4879 | 0.2982 | 1.4879 | 1.2198 |
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- | No log | 1.2405 | 98 | 1.3990 | 0.2832 | 1.3990 | 1.1828 |
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- | No log | 1.2658 | 100 | 1.4516 | 0.3276 | 1.4516 | 1.2048 |
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- | No log | 1.2911 | 102 | 1.5485 | 0.4122 | 1.5485 | 1.2444 |
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- | No log | 1.3165 | 104 | 1.4247 | 0.3697 | 1.4247 | 1.1936 |
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- | No log | 1.3418 | 106 | 1.3753 | 0.3276 | 1.3753 | 1.1727 |
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- | No log | 1.3671 | 108 | 1.3173 | 0.3130 | 1.3173 | 1.1477 |
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- | No log | 1.3924 | 110 | 1.2767 | 0.3363 | 1.2767 | 1.1299 |
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- | No log | 1.4177 | 112 | 1.3658 | 0.2883 | 1.3658 | 1.1687 |
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- | No log | 1.4430 | 114 | 1.3741 | 0.3063 | 1.3741 | 1.1722 |
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- | No log | 1.4684 | 116 | 1.2750 | 0.3036 | 1.2750 | 1.1291 |
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- | No log | 1.4937 | 118 | 1.2219 | 0.4 | 1.2219 | 1.1054 |
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- | No log | 1.5190 | 120 | 1.1856 | 0.4444 | 1.1856 | 1.0889 |
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- | No log | 1.5443 | 122 | 1.2049 | 0.528 | 1.2049 | 1.0977 |
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- | No log | 1.5696 | 124 | 1.1853 | 0.5736 | 1.1853 | 1.0887 |
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- | No log | 1.5949 | 126 | 1.1764 | 0.5185 | 1.1764 | 1.0846 |
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- | No log | 1.6203 | 128 | 1.2878 | 0.5507 | 1.2878 | 1.1348 |
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- | No log | 1.6456 | 130 | 1.5668 | 0.4056 | 1.5668 | 1.2517 |
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- | No log | 1.6709 | 132 | 1.5704 | 0.4028 | 1.5704 | 1.2532 |
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- | No log | 1.6962 | 134 | 1.4279 | 0.4690 | 1.4279 | 1.1950 |
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- | No log | 1.7215 | 136 | 1.4616 | 0.4658 | 1.4616 | 1.2090 |
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- | No log | 1.7468 | 138 | 1.6187 | 0.4054 | 1.6187 | 1.2723 |
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- | No log | 1.7722 | 140 | 1.8820 | 0.28 | 1.8820 | 1.3719 |
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- | No log | 1.7975 | 142 | 1.9743 | 0.2649 | 1.9743 | 1.4051 |
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- | No log | 1.8228 | 144 | 1.8971 | 0.2953 | 1.8971 | 1.3773 |
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- | No log | 1.8481 | 146 | 1.6038 | 0.4247 | 1.6038 | 1.2664 |
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- | No log | 1.8734 | 148 | 1.7232 | 0.3472 | 1.7232 | 1.3127 |
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- | No log | 1.8987 | 150 | 1.8697 | 0.2958 | 1.8697 | 1.3674 |
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- | No log | 1.9241 | 152 | 1.8357 | 0.2979 | 1.8357 | 1.3549 |
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- | No log | 1.9494 | 154 | 1.8501 | 0.3333 | 1.8501 | 1.3602 |
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- | No log | 1.9747 | 156 | 2.0068 | 0.125 | 2.0068 | 1.4166 |
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- | No log | 2.0 | 158 | 1.8508 | 0.2748 | 1.8508 | 1.3604 |
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- | No log | 2.0253 | 160 | 1.6476 | 0.3788 | 1.6476 | 1.2836 |
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- | No log | 2.0506 | 162 | 1.6714 | 0.4 | 1.6714 | 1.2928 |
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- | No log | 2.0759 | 164 | 1.7573 | 0.4113 | 1.7573 | 1.3256 |
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- | No log | 2.1013 | 166 | 1.7726 | 0.3151 | 1.7726 | 1.3314 |
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- | No log | 2.1266 | 168 | 1.5040 | 0.4397 | 1.5040 | 1.2264 |
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- | No log | 2.1519 | 170 | 1.3529 | 0.5286 | 1.3529 | 1.1632 |
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- | No log | 2.1772 | 172 | 1.1522 | 0.5538 | 1.1522 | 1.0734 |
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- | No log | 2.2025 | 174 | 1.1984 | 0.5197 | 1.1984 | 1.0947 |
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- | No log | 2.2278 | 176 | 1.1566 | 0.5760 | 1.1566 | 1.0755 |
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- | No log | 2.2532 | 178 | 1.1481 | 0.5827 | 1.1481 | 1.0715 |
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- | No log | 2.2785 | 180 | 1.4781 | 0.4928 | 1.4781 | 1.2158 |
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- | No log | 2.3038 | 182 | 1.5884 | 0.3830 | 1.5884 | 1.2603 |
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- | No log | 2.3291 | 184 | 1.3520 | 0.5441 | 1.3520 | 1.1628 |
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- | No log | 2.3544 | 186 | 1.2048 | 0.5344 | 1.2048 | 1.0976 |
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- | No log | 2.3797 | 188 | 1.2636 | 0.5496 | 1.2636 | 1.1241 |
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- | No log | 2.4051 | 190 | 1.2677 | 0.5271 | 1.2677 | 1.1259 |
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- | No log | 2.4304 | 192 | 1.4185 | 0.4733 | 1.4185 | 1.1910 |
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- | No log | 2.4557 | 194 | 1.5633 | 0.4964 | 1.5633 | 1.2503 |
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- | No log | 2.4810 | 196 | 1.6150 | 0.4783 | 1.6150 | 1.2708 |
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- | No log | 2.5063 | 198 | 1.5447 | 0.5294 | 1.5447 | 1.2429 |
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- | No log | 2.5316 | 200 | 1.4315 | 0.5588 | 1.4315 | 1.1965 |
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- | No log | 2.5570 | 202 | 1.2860 | 0.5630 | 1.2860 | 1.1340 |
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- | No log | 2.5823 | 204 | 1.3061 | 0.5294 | 1.3061 | 1.1428 |
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- | No log | 2.6076 | 206 | 1.5040 | 0.4366 | 1.5040 | 1.2264 |
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- | No log | 2.6329 | 208 | 1.4835 | 0.4366 | 1.4835 | 1.2180 |
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- | No log | 2.6582 | 210 | 1.5367 | 0.4056 | 1.5367 | 1.2396 |
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- | No log | 2.6835 | 212 | 1.4203 | 0.5109 | 1.4203 | 1.1918 |
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- | No log | 2.7089 | 214 | 1.3754 | 0.4925 | 1.3754 | 1.1728 |
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- | No log | 2.7342 | 216 | 1.5475 | 0.3913 | 1.5475 | 1.2440 |
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- | No log | 2.7595 | 218 | 1.6517 | 0.2797 | 1.6517 | 1.2852 |
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- | No log | 2.7848 | 220 | 1.5539 | 0.4348 | 1.5539 | 1.2466 |
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- | No log | 2.8101 | 222 | 1.2791 | 0.5714 | 1.2791 | 1.1310 |
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- | No log | 2.8354 | 224 | 1.1304 | 0.5455 | 1.1304 | 1.0632 |
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- | No log | 2.8608 | 226 | 1.1433 | 0.5714 | 1.1433 | 1.0693 |
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- | No log | 2.8861 | 228 | 1.3032 | 0.4853 | 1.3032 | 1.1416 |
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- | No log | 2.9114 | 230 | 1.4375 | 0.4412 | 1.4375 | 1.1990 |
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- | No log | 2.9367 | 232 | 1.3299 | 0.4627 | 1.3299 | 1.1532 |
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- | No log | 2.9620 | 234 | 1.2766 | 0.5 | 1.2766 | 1.1299 |
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- | No log | 2.9873 | 236 | 1.1008 | 0.5954 | 1.1008 | 1.0492 |
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- | No log | 3.0127 | 238 | 1.0483 | 0.5846 | 1.0483 | 1.0239 |
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- | No log | 3.0380 | 240 | 1.1027 | 0.5865 | 1.1027 | 1.0501 |
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- | No log | 3.0633 | 242 | 1.2516 | 0.5147 | 1.2516 | 1.1187 |
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- | No log | 3.0886 | 244 | 1.3587 | 0.4638 | 1.3587 | 1.1656 |
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- | No log | 3.1139 | 246 | 1.3042 | 0.5481 | 1.3042 | 1.1420 |
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- | No log | 3.1392 | 248 | 1.1858 | 0.5606 | 1.1858 | 1.0889 |
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- | No log | 3.1646 | 250 | 1.1773 | 0.4603 | 1.1773 | 1.0850 |
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- | No log | 3.1899 | 252 | 1.1681 | 0.5197 | 1.1681 | 1.0808 |
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- | No log | 3.2152 | 254 | 1.2225 | 0.5865 | 1.2225 | 1.1057 |
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- | No log | 3.2405 | 256 | 1.2153 | 0.5865 | 1.2153 | 1.1024 |
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- | No log | 3.2658 | 258 | 1.0868 | 0.5926 | 1.0868 | 1.0425 |
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- | No log | 3.2911 | 260 | 1.0418 | 0.6 | 1.0418 | 1.0207 |
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- | No log | 3.3165 | 262 | 1.0233 | 0.6757 | 1.0233 | 1.0116 |
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- | No log | 3.3418 | 264 | 0.9924 | 0.6286 | 0.9924 | 0.9962 |
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- | No log | 3.3671 | 266 | 1.0771 | 0.6014 | 1.0771 | 1.0378 |
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- | No log | 3.3924 | 268 | 1.0773 | 0.5857 | 1.0773 | 1.0379 |
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- | No log | 3.4177 | 270 | 0.9649 | 0.6269 | 0.9649 | 0.9823 |
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- | No log | 3.4430 | 272 | 0.9056 | 0.5714 | 0.9056 | 0.9516 |
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- | No log | 3.4684 | 274 | 0.9349 | 0.6119 | 0.9349 | 0.9669 |
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- | No log | 3.4937 | 276 | 0.9654 | 0.5821 | 0.9654 | 0.9825 |
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- | No log | 3.5190 | 278 | 1.0934 | 0.6222 | 1.0934 | 1.0457 |
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- | No log | 3.5443 | 280 | 1.2297 | 0.5324 | 1.2297 | 1.1089 |
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- | No log | 3.5696 | 282 | 1.1635 | 0.5630 | 1.1635 | 1.0787 |
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- | No log | 3.5949 | 284 | 1.0676 | 0.5926 | 1.0676 | 1.0332 |
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- | No log | 3.6203 | 286 | 1.1115 | 0.5649 | 1.1115 | 1.0543 |
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- | No log | 3.6456 | 288 | 1.3203 | 0.4818 | 1.3203 | 1.1490 |
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- | No log | 3.6709 | 290 | 1.3978 | 0.4412 | 1.3978 | 1.1823 |
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- | No log | 3.6962 | 292 | 1.3147 | 0.4789 | 1.3147 | 1.1466 |
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- | No log | 3.7215 | 294 | 1.1116 | 0.625 | 1.1116 | 1.0543 |
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- | No log | 3.7468 | 296 | 0.9478 | 0.6207 | 0.9478 | 0.9735 |
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- | No log | 3.7722 | 298 | 1.0005 | 0.6275 | 1.0005 | 1.0002 |
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- | No log | 3.7975 | 300 | 1.1508 | 0.56 | 1.1508 | 1.0727 |
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- | No log | 3.8228 | 302 | 1.2351 | 0.5333 | 1.2351 | 1.1113 |
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- | No log | 3.8481 | 304 | 1.1307 | 0.5638 | 1.1307 | 1.0633 |
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- | No log | 3.8734 | 306 | 1.0932 | 0.5479 | 1.0932 | 1.0456 |
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- | No log | 3.8987 | 308 | 1.0590 | 0.6338 | 1.0590 | 1.0291 |
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- | No log | 3.9241 | 310 | 1.0282 | 0.6338 | 1.0282 | 1.0140 |
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- | No log | 3.9494 | 312 | 1.1375 | 0.6338 | 1.1375 | 1.0665 |
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- | No log | 3.9747 | 314 | 1.2935 | 0.5652 | 1.2935 | 1.1373 |
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- | No log | 4.0 | 316 | 1.3160 | 0.6029 | 1.3160 | 1.1472 |
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- | No log | 4.0253 | 318 | 1.1725 | 0.6286 | 1.1725 | 1.0828 |
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- | No log | 4.0506 | 320 | 1.0443 | 0.6232 | 1.0443 | 1.0219 |
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- | No log | 4.0759 | 322 | 0.9682 | 0.6809 | 0.9682 | 0.9840 |
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- | No log | 4.1013 | 324 | 0.9971 | 0.6573 | 0.9971 | 0.9986 |
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- | No log | 4.1266 | 326 | 1.0412 | 0.5655 | 1.0412 | 1.0204 |
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- | No log | 4.1519 | 328 | 0.9553 | 0.6573 | 0.9553 | 0.9774 |
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- | No log | 4.1772 | 330 | 0.8541 | 0.7483 | 0.8541 | 0.9242 |
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- | No log | 4.2025 | 332 | 0.8643 | 0.7172 | 0.8643 | 0.9297 |
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- | No log | 4.2278 | 334 | 0.9696 | 0.6338 | 0.9696 | 0.9847 |
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- | No log | 4.2532 | 336 | 1.0722 | 0.5621 | 1.0722 | 1.0355 |
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- | No log | 4.2785 | 338 | 1.0035 | 0.625 | 1.0035 | 1.0017 |
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- | No log | 4.3038 | 340 | 0.8958 | 0.7361 | 0.8958 | 0.9465 |
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- | No log | 4.3291 | 342 | 0.8505 | 0.7042 | 0.8505 | 0.9222 |
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- | No log | 4.3544 | 344 | 0.8181 | 0.7083 | 0.8181 | 0.9045 |
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- | No log | 4.3797 | 346 | 0.8171 | 0.7619 | 0.8171 | 0.9040 |
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- | No log | 4.4051 | 348 | 0.9430 | 0.64 | 0.9430 | 0.9711 |
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- | No log | 4.4304 | 350 | 0.9302 | 0.64 | 0.9302 | 0.9644 |
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- | No log | 4.4557 | 352 | 0.8116 | 0.7568 | 0.8116 | 0.9009 |
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- | No log | 4.4810 | 354 | 0.7806 | 0.7361 | 0.7806 | 0.8835 |
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- | No log | 4.5063 | 356 | 0.8182 | 0.6619 | 0.8182 | 0.9045 |
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- | No log | 4.5316 | 358 | 0.7732 | 0.7361 | 0.7732 | 0.8793 |
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- | No log | 4.5570 | 360 | 0.7947 | 0.7755 | 0.7947 | 0.8915 |
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- | No log | 4.5823 | 362 | 0.9095 | 0.6986 | 0.9095 | 0.9537 |
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- | No log | 4.6076 | 364 | 0.9506 | 0.6901 | 0.9506 | 0.9750 |
234
- | No log | 4.6329 | 366 | 0.8892 | 0.7361 | 0.8892 | 0.9430 |
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- | No log | 4.6582 | 368 | 0.8539 | 0.6667 | 0.8539 | 0.9241 |
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- | No log | 4.6835 | 370 | 0.8248 | 0.7222 | 0.8248 | 0.9082 |
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- | No log | 4.7089 | 372 | 0.7995 | 0.7448 | 0.7995 | 0.8941 |
238
- | No log | 4.7342 | 374 | 0.8277 | 0.7361 | 0.8277 | 0.9098 |
239
- | No log | 4.7595 | 376 | 0.8339 | 0.7361 | 0.8339 | 0.9132 |
240
- | No log | 4.7848 | 378 | 0.7705 | 0.7755 | 0.7705 | 0.8778 |
241
- | No log | 4.8101 | 380 | 0.7512 | 0.7222 | 0.7512 | 0.8667 |
242
- | No log | 4.8354 | 382 | 0.7243 | 0.7448 | 0.7243 | 0.8510 |
243
- | No log | 4.8608 | 384 | 0.7239 | 0.7867 | 0.7239 | 0.8508 |
244
- | No log | 4.8861 | 386 | 0.7714 | 0.7517 | 0.7714 | 0.8783 |
245
- | No log | 4.9114 | 388 | 0.8914 | 0.7067 | 0.8914 | 0.9441 |
246
- | No log | 4.9367 | 390 | 0.8779 | 0.7067 | 0.8779 | 0.9370 |
247
- | No log | 4.9620 | 392 | 0.8640 | 0.7285 | 0.8640 | 0.9295 |
248
- | No log | 4.9873 | 394 | 0.9508 | 0.6577 | 0.9508 | 0.9751 |
249
- | No log | 5.0127 | 396 | 0.9365 | 0.6759 | 0.9365 | 0.9678 |
250
- | No log | 5.0380 | 398 | 0.8544 | 0.7517 | 0.8544 | 0.9243 |
251
- | No log | 5.0633 | 400 | 0.8493 | 0.6944 | 0.8493 | 0.9216 |
252
- | No log | 5.0886 | 402 | 0.8763 | 0.7260 | 0.8763 | 0.9361 |
253
- | No log | 5.1139 | 404 | 0.9565 | 0.6806 | 0.9565 | 0.9780 |
254
- | No log | 5.1392 | 406 | 0.9593 | 0.7034 | 0.9593 | 0.9795 |
255
- | No log | 5.1646 | 408 | 0.9928 | 0.6759 | 0.9928 | 0.9964 |
256
- | No log | 5.1899 | 410 | 0.9510 | 0.6993 | 0.9510 | 0.9752 |
257
- | No log | 5.2152 | 412 | 0.9199 | 0.7310 | 0.9199 | 0.9591 |
258
- | No log | 5.2405 | 414 | 0.9206 | 0.7172 | 0.9206 | 0.9595 |
259
- | No log | 5.2658 | 416 | 0.9913 | 0.6479 | 0.9913 | 0.9957 |
260
- | No log | 5.2911 | 418 | 1.0676 | 0.5899 | 1.0676 | 1.0332 |
261
- | No log | 5.3165 | 420 | 1.0025 | 0.6714 | 1.0025 | 1.0013 |
262
- | No log | 5.3418 | 422 | 0.9469 | 0.6618 | 0.9469 | 0.9731 |
263
- | No log | 5.3671 | 424 | 0.8913 | 0.6809 | 0.8913 | 0.9441 |
264
- | No log | 5.3924 | 426 | 0.8395 | 0.7183 | 0.8395 | 0.9162 |
265
- | No log | 5.4177 | 428 | 0.9699 | 0.6351 | 0.9699 | 0.9848 |
266
- | No log | 5.4430 | 430 | 1.2202 | 0.5101 | 1.2202 | 1.1046 |
267
- | No log | 5.4684 | 432 | 1.1984 | 0.5503 | 1.1984 | 1.0947 |
268
- | No log | 5.4937 | 434 | 1.0547 | 0.6309 | 1.0547 | 1.0270 |
269
- | No log | 5.5190 | 436 | 1.0098 | 0.6395 | 1.0098 | 1.0049 |
270
- | No log | 5.5443 | 438 | 1.0331 | 0.6395 | 1.0331 | 1.0164 |
271
- | No log | 5.5696 | 440 | 1.1130 | 0.5775 | 1.1130 | 1.0550 |
272
- | No log | 5.5949 | 442 | 1.1373 | 0.5674 | 1.1373 | 1.0665 |
273
- | No log | 5.6203 | 444 | 0.9866 | 0.6383 | 0.9866 | 0.9933 |
274
- | No log | 5.6456 | 446 | 0.9218 | 0.6761 | 0.9218 | 0.9601 |
275
- | No log | 5.6709 | 448 | 0.9420 | 0.6757 | 0.9420 | 0.9706 |
276
- | No log | 5.6962 | 450 | 0.9632 | 0.6216 | 0.9632 | 0.9814 |
277
- | No log | 5.7215 | 452 | 0.9451 | 0.6395 | 0.9451 | 0.9722 |
278
- | No log | 5.7468 | 454 | 1.0283 | 0.6081 | 1.0283 | 1.0140 |
279
- | No log | 5.7722 | 456 | 0.9862 | 0.6111 | 0.9862 | 0.9931 |
280
- | No log | 5.7975 | 458 | 0.8457 | 0.6809 | 0.8457 | 0.9196 |
281
- | No log | 5.8228 | 460 | 0.8227 | 0.6619 | 0.8227 | 0.9071 |
282
- | No log | 5.8481 | 462 | 0.8306 | 0.7092 | 0.8306 | 0.9114 |
283
- | No log | 5.8734 | 464 | 0.8589 | 0.7222 | 0.8589 | 0.9267 |
284
- | No log | 5.8987 | 466 | 0.9479 | 0.6154 | 0.9479 | 0.9736 |
285
- | No log | 5.9241 | 468 | 0.9912 | 0.5811 | 0.9912 | 0.9956 |
286
- | No log | 5.9494 | 470 | 0.8932 | 0.6667 | 0.8932 | 0.9451 |
287
- | No log | 5.9747 | 472 | 0.8669 | 0.7286 | 0.8669 | 0.9311 |
288
- | No log | 6.0 | 474 | 0.8652 | 0.7413 | 0.8652 | 0.9302 |
289
- | No log | 6.0253 | 476 | 0.9452 | 0.6241 | 0.9452 | 0.9722 |
290
- | No log | 6.0506 | 478 | 0.9849 | 0.5493 | 0.9849 | 0.9924 |
291
- | No log | 6.0759 | 480 | 0.9040 | 0.6241 | 0.9040 | 0.9508 |
292
- | No log | 6.1013 | 482 | 0.8178 | 0.7413 | 0.8178 | 0.9043 |
293
- | No log | 6.1266 | 484 | 0.7863 | 0.7324 | 0.7863 | 0.8867 |
294
- | No log | 6.1519 | 486 | 0.8239 | 0.6993 | 0.8239 | 0.9077 |
295
- | No log | 6.1772 | 488 | 1.0548 | 0.5963 | 1.0548 | 1.0270 |
296
- | No log | 6.2025 | 490 | 1.1571 | 0.5890 | 1.1571 | 1.0757 |
297
- | No log | 6.2278 | 492 | 1.0172 | 0.5806 | 1.0172 | 1.0086 |
298
- | No log | 6.2532 | 494 | 0.8240 | 0.6993 | 0.8240 | 0.9077 |
299
- | No log | 6.2785 | 496 | 0.7761 | 0.7361 | 0.7761 | 0.8810 |
300
- | No log | 6.3038 | 498 | 0.7804 | 0.7586 | 0.7804 | 0.8834 |
301
- | 0.5541 | 6.3291 | 500 | 0.8788 | 0.6809 | 0.8788 | 0.9374 |
302
- | 0.5541 | 6.3544 | 502 | 1.0367 | 0.6 | 1.0367 | 1.0182 |
303
- | 0.5541 | 6.3797 | 504 | 1.0352 | 0.6 | 1.0352 | 1.0175 |
304
- | 0.5541 | 6.4051 | 506 | 0.9215 | 0.6475 | 0.9215 | 0.9600 |
305
- | 0.5541 | 6.4304 | 508 | 0.8556 | 0.6713 | 0.8556 | 0.9250 |
306
- | 0.5541 | 6.4557 | 510 | 0.8301 | 0.7172 | 0.8301 | 0.9111 |
307
- | 0.5541 | 6.4810 | 512 | 0.8476 | 0.7172 | 0.8476 | 0.9207 |
308
- | 0.5541 | 6.5063 | 514 | 0.8690 | 0.6809 | 0.8690 | 0.9322 |
309
- | 0.5541 | 6.5316 | 516 | 0.8537 | 0.6713 | 0.8537 | 0.9239 |
310
- | 0.5541 | 6.5570 | 518 | 0.8276 | 0.6806 | 0.8276 | 0.9097 |
311
- | 0.5541 | 6.5823 | 520 | 0.8907 | 0.6713 | 0.8907 | 0.9438 |
312
- | 0.5541 | 6.6076 | 522 | 1.0464 | 0.6395 | 1.0464 | 1.0229 |
 
 
 
 
 
 
 
 
 
 
313
 
314
 
315
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_task1_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_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: 1.5745
19
+ - Qwk: 0.3609
20
+ - Mse: 1.5745
21
+ - Rmse: 1.2548
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0278 | 2 | 6.9177 | 0.0 | 6.9177 | 2.6302 |
53
+ | No log | 0.0556 | 4 | 4.5141 | 0.0976 | 4.5141 | 2.1246 |
54
+ | No log | 0.0833 | 6 | 3.4311 | 0.0222 | 3.4311 | 1.8523 |
55
+ | No log | 0.1111 | 8 | 3.0610 | 0.0 | 3.0610 | 1.7496 |
56
+ | No log | 0.1389 | 10 | 3.3563 | 0.0 | 3.3563 | 1.8320 |
57
+ | No log | 0.1667 | 12 | 2.8379 | 0.0690 | 2.8379 | 1.6846 |
58
+ | No log | 0.1944 | 14 | 2.3008 | 0.1120 | 2.3008 | 1.5168 |
59
+ | No log | 0.2222 | 16 | 2.0495 | 0.2385 | 2.0495 | 1.4316 |
60
+ | No log | 0.25 | 18 | 2.4676 | -0.1077 | 2.4676 | 1.5709 |
61
+ | No log | 0.2778 | 20 | 2.8459 | -0.1007 | 2.8459 | 1.6870 |
62
+ | No log | 0.3056 | 22 | 3.2804 | -0.0503 | 3.2804 | 1.8112 |
63
+ | No log | 0.3333 | 24 | 3.0185 | 0.0 | 3.0185 | 1.7374 |
64
+ | No log | 0.3611 | 26 | 2.2597 | -0.0163 | 2.2597 | 1.5032 |
65
+ | No log | 0.3889 | 28 | 1.9684 | 0.1143 | 1.9684 | 1.4030 |
66
+ | No log | 0.4167 | 30 | 1.8632 | 0.1165 | 1.8632 | 1.3650 |
67
+ | No log | 0.4444 | 32 | 1.7976 | 0.1165 | 1.7976 | 1.3408 |
68
+ | No log | 0.4722 | 34 | 1.7560 | 0.1165 | 1.7560 | 1.3251 |
69
+ | No log | 0.5 | 36 | 1.8949 | 0.2883 | 1.8949 | 1.3766 |
70
+ | No log | 0.5278 | 38 | 2.0836 | 0.2190 | 2.0836 | 1.4435 |
71
+ | No log | 0.5556 | 40 | 2.0949 | 0.2190 | 2.0949 | 1.4474 |
72
+ | No log | 0.5833 | 42 | 1.7898 | 0.3710 | 1.7898 | 1.3379 |
73
+ | No log | 0.6111 | 44 | 1.6949 | 0.3710 | 1.6948 | 1.3019 |
74
+ | No log | 0.6389 | 46 | 1.5744 | 0.3761 | 1.5744 | 1.2547 |
75
+ | No log | 0.6667 | 48 | 1.7562 | 0.384 | 1.7562 | 1.3252 |
76
+ | No log | 0.6944 | 50 | 1.9313 | 0.2190 | 1.9313 | 1.3897 |
77
+ | No log | 0.7222 | 52 | 1.7708 | 0.3721 | 1.7708 | 1.3307 |
78
+ | No log | 0.75 | 54 | 1.6486 | 0.4068 | 1.6486 | 1.2840 |
79
+ | No log | 0.7778 | 56 | 2.0343 | 0.1667 | 2.0343 | 1.4263 |
80
+ | No log | 0.8056 | 58 | 1.9428 | 0.2623 | 1.9428 | 1.3939 |
81
+ | No log | 0.8333 | 60 | 1.6380 | 0.3448 | 1.6380 | 1.2799 |
82
+ | No log | 0.8611 | 62 | 1.5728 | 0.3448 | 1.5728 | 1.2541 |
83
+ | No log | 0.8889 | 64 | 1.6682 | 0.4065 | 1.6682 | 1.2916 |
84
+ | No log | 0.9167 | 66 | 1.5276 | 0.3636 | 1.5276 | 1.2360 |
85
+ | No log | 0.9444 | 68 | 1.3978 | 0.4034 | 1.3978 | 1.1823 |
86
+ | No log | 0.9722 | 70 | 1.2151 | 0.4370 | 1.2151 | 1.1023 |
87
+ | No log | 1.0 | 72 | 1.2179 | 0.5620 | 1.2179 | 1.1036 |
88
+ | No log | 1.0278 | 74 | 1.1686 | 0.5968 | 1.1686 | 1.0810 |
89
+ | No log | 1.0556 | 76 | 1.1172 | 0.5984 | 1.1172 | 1.0570 |
90
+ | No log | 1.0833 | 78 | 1.1083 | 0.5891 | 1.1083 | 1.0528 |
91
+ | No log | 1.1111 | 80 | 1.2988 | 0.4662 | 1.2988 | 1.1396 |
92
+ | No log | 1.1389 | 82 | 1.5423 | 0.4 | 1.5423 | 1.2419 |
93
+ | No log | 1.1667 | 84 | 1.3435 | 0.4848 | 1.3435 | 1.1591 |
94
+ | No log | 1.1944 | 86 | 1.1096 | 0.5344 | 1.1096 | 1.0534 |
95
+ | No log | 1.2222 | 88 | 1.0756 | 0.5556 | 1.0756 | 1.0371 |
96
+ | No log | 1.25 | 90 | 1.1749 | 0.4754 | 1.1749 | 1.0839 |
97
+ | No log | 1.2778 | 92 | 1.1403 | 0.5000 | 1.1403 | 1.0679 |
98
+ | No log | 1.3056 | 94 | 1.5086 | 0.3768 | 1.5086 | 1.2283 |
99
+ | No log | 1.3333 | 96 | 1.5803 | 0.4219 | 1.5803 | 1.2571 |
100
+ | No log | 1.3611 | 98 | 1.4175 | 0.4174 | 1.4175 | 1.1906 |
101
+ | No log | 1.3889 | 100 | 1.2971 | 0.3273 | 1.2971 | 1.1389 |
102
+ | No log | 1.4167 | 102 | 1.2097 | 0.375 | 1.2097 | 1.0999 |
103
+ | No log | 1.4444 | 104 | 1.1914 | 0.3571 | 1.1914 | 1.0915 |
104
+ | No log | 1.4722 | 106 | 1.1801 | 0.3604 | 1.1801 | 1.0863 |
105
+ | No log | 1.5 | 108 | 1.2205 | 0.3604 | 1.2205 | 1.1048 |
106
+ | No log | 1.5278 | 110 | 1.4385 | 0.3193 | 1.4385 | 1.1994 |
107
+ | No log | 1.5556 | 112 | 1.3899 | 0.3051 | 1.3899 | 1.1789 |
108
+ | No log | 1.5833 | 114 | 1.2138 | 0.4628 | 1.2138 | 1.1017 |
109
+ | No log | 1.6111 | 116 | 1.1644 | 0.5042 | 1.1644 | 1.0791 |
110
+ | No log | 1.6389 | 118 | 1.3252 | 0.4248 | 1.3252 | 1.1512 |
111
+ | No log | 1.6667 | 120 | 1.2888 | 0.4211 | 1.2888 | 1.1352 |
112
+ | No log | 1.6944 | 122 | 1.1127 | 0.5496 | 1.1127 | 1.0549 |
113
+ | No log | 1.7222 | 124 | 1.2256 | 0.5455 | 1.2256 | 1.1071 |
114
+ | No log | 1.75 | 126 | 1.4493 | 0.5161 | 1.4494 | 1.2039 |
115
+ | No log | 1.7778 | 128 | 1.5178 | 0.4967 | 1.5178 | 1.2320 |
116
+ | No log | 1.8056 | 130 | 1.4101 | 0.5 | 1.4101 | 1.1875 |
117
+ | No log | 1.8333 | 132 | 1.3380 | 0.5180 | 1.3380 | 1.1567 |
118
+ | No log | 1.8611 | 134 | 1.1967 | 0.5109 | 1.1967 | 1.0939 |
119
+ | No log | 1.8889 | 136 | 1.2174 | 0.5441 | 1.2174 | 1.1034 |
120
+ | No log | 1.9167 | 138 | 1.1154 | 0.5630 | 1.1154 | 1.0561 |
121
+ | No log | 1.9444 | 140 | 1.1678 | 0.5672 | 1.1678 | 1.0806 |
122
+ | No log | 1.9722 | 142 | 1.4620 | 0.4789 | 1.4620 | 1.2091 |
123
+ | No log | 2.0 | 144 | 1.6096 | 0.375 | 1.6096 | 1.2687 |
124
+ | No log | 2.0278 | 146 | 1.3875 | 0.4823 | 1.3875 | 1.1779 |
125
+ | No log | 2.0556 | 148 | 1.2918 | 0.5255 | 1.2918 | 1.1366 |
126
+ | No log | 2.0833 | 150 | 1.2881 | 0.4741 | 1.2881 | 1.1350 |
127
+ | No log | 2.1111 | 152 | 1.0430 | 0.5873 | 1.0430 | 1.0213 |
128
+ | No log | 2.1389 | 154 | 1.1056 | 0.5620 | 1.1056 | 1.0515 |
129
+ | No log | 2.1667 | 156 | 1.0488 | 0.5691 | 1.0488 | 1.0241 |
130
+ | No log | 2.1944 | 158 | 1.3464 | 0.4296 | 1.3464 | 1.1604 |
131
+ | No log | 2.2222 | 160 | 1.4540 | 0.4526 | 1.4540 | 1.2058 |
132
+ | No log | 2.25 | 162 | 1.2871 | 0.5106 | 1.2871 | 1.1345 |
133
+ | No log | 2.2778 | 164 | 1.2928 | 0.5352 | 1.2928 | 1.1370 |
134
+ | No log | 2.3056 | 166 | 1.3975 | 0.5070 | 1.3975 | 1.1822 |
135
+ | No log | 2.3333 | 168 | 1.6092 | 0.4 | 1.6092 | 1.2686 |
136
+ | No log | 2.3611 | 170 | 1.4844 | 0.4748 | 1.4844 | 1.2184 |
137
+ | No log | 2.3889 | 172 | 1.1763 | 0.5778 | 1.1763 | 1.0846 |
138
+ | No log | 2.4167 | 174 | 0.8872 | 0.6016 | 0.8872 | 0.9419 |
139
+ | No log | 2.4444 | 176 | 0.9217 | 0.5902 | 0.9217 | 0.9600 |
140
+ | No log | 2.4722 | 178 | 0.9225 | 0.6129 | 0.9225 | 0.9605 |
141
+ | No log | 2.5 | 180 | 1.0848 | 0.5736 | 1.0848 | 1.0415 |
142
+ | No log | 2.5278 | 182 | 1.2160 | 0.5303 | 1.2160 | 1.1027 |
143
+ | No log | 2.5556 | 184 | 1.1631 | 0.5564 | 1.1631 | 1.0785 |
144
+ | No log | 2.5833 | 186 | 1.0721 | 0.6 | 1.0721 | 1.0354 |
145
+ | No log | 2.6111 | 188 | 1.0746 | 0.6061 | 1.0746 | 1.0367 |
146
+ | No log | 2.6389 | 190 | 1.2274 | 0.5481 | 1.2274 | 1.1079 |
147
+ | No log | 2.6667 | 192 | 1.3003 | 0.5037 | 1.3003 | 1.1403 |
148
+ | No log | 2.6944 | 194 | 1.3176 | 0.5037 | 1.3176 | 1.1479 |
149
+ | No log | 2.7222 | 196 | 1.5079 | 0.4234 | 1.5079 | 1.2280 |
150
+ | No log | 2.75 | 198 | 1.4378 | 0.4526 | 1.4378 | 1.1991 |
151
+ | No log | 2.7778 | 200 | 1.2065 | 0.5075 | 1.2065 | 1.0984 |
152
+ | No log | 2.8056 | 202 | 1.1671 | 0.4962 | 1.1671 | 1.0803 |
153
+ | No log | 2.8333 | 204 | 1.2797 | 0.4741 | 1.2797 | 1.1312 |
154
+ | No log | 2.8611 | 206 | 1.2538 | 0.4394 | 1.2538 | 1.1197 |
155
+ | No log | 2.8889 | 208 | 1.1713 | 0.5191 | 1.1713 | 1.0823 |
156
+ | No log | 2.9167 | 210 | 1.0795 | 0.5802 | 1.0795 | 1.0390 |
157
+ | No log | 2.9444 | 212 | 1.1124 | 0.5821 | 1.1124 | 1.0547 |
158
+ | No log | 2.9722 | 214 | 1.1138 | 0.5821 | 1.1138 | 1.0554 |
159
+ | No log | 3.0 | 216 | 1.2007 | 0.4741 | 1.2007 | 1.0958 |
160
+ | No log | 3.0278 | 218 | 1.2040 | 0.4627 | 1.2040 | 1.0972 |
161
+ | No log | 3.0556 | 220 | 1.1302 | 0.5564 | 1.1302 | 1.0631 |
162
+ | No log | 3.0833 | 222 | 1.0399 | 0.5854 | 1.0399 | 1.0198 |
163
+ | No log | 3.1111 | 224 | 1.0772 | 0.5854 | 1.0772 | 1.0379 |
164
+ | No log | 3.1389 | 226 | 1.1659 | 0.5152 | 1.1659 | 1.0798 |
165
+ | No log | 3.1667 | 228 | 1.1280 | 0.5522 | 1.1280 | 1.0621 |
166
+ | No log | 3.1944 | 230 | 1.0998 | 0.5333 | 1.0998 | 1.0487 |
167
+ | No log | 3.2222 | 232 | 1.2299 | 0.5 | 1.2299 | 1.1090 |
168
+ | No log | 3.25 | 234 | 1.3024 | 0.4526 | 1.3024 | 1.1412 |
169
+ | No log | 3.2778 | 236 | 1.1351 | 0.5147 | 1.1351 | 1.0654 |
170
+ | No log | 3.3056 | 238 | 1.0142 | 0.6154 | 1.0142 | 1.0071 |
171
+ | No log | 3.3333 | 240 | 0.9668 | 0.625 | 0.9668 | 0.9833 |
172
+ | No log | 3.3611 | 242 | 1.0019 | 0.6016 | 1.0019 | 1.0009 |
173
+ | No log | 3.3889 | 244 | 1.0754 | 0.5484 | 1.0754 | 1.0370 |
174
+ | No log | 3.4167 | 246 | 1.2431 | 0.4545 | 1.2431 | 1.1149 |
175
+ | No log | 3.4444 | 248 | 1.4004 | 0.4741 | 1.4004 | 1.1834 |
176
+ | No log | 3.4722 | 250 | 1.4072 | 0.4559 | 1.4072 | 1.1862 |
177
+ | No log | 3.5 | 252 | 1.2664 | 0.4741 | 1.2664 | 1.1253 |
178
+ | No log | 3.5278 | 254 | 1.2308 | 0.4697 | 1.2308 | 1.1094 |
179
+ | No log | 3.5556 | 256 | 1.3460 | 0.4741 | 1.3460 | 1.1602 |
180
+ | No log | 3.5833 | 258 | 1.5597 | 0.4 | 1.5597 | 1.2489 |
181
+ | No log | 3.6111 | 260 | 1.5041 | 0.4 | 1.5041 | 1.2264 |
182
+ | No log | 3.6389 | 262 | 1.3134 | 0.4308 | 1.3134 | 1.1460 |
183
+ | No log | 3.6667 | 264 | 1.1436 | 0.5203 | 1.1436 | 1.0694 |
184
+ | No log | 3.6944 | 266 | 1.0981 | 0.5410 | 1.0981 | 1.0479 |
185
+ | No log | 3.7222 | 268 | 1.0783 | 0.5366 | 1.0783 | 1.0384 |
186
+ | No log | 3.75 | 270 | 1.1773 | 0.4885 | 1.1773 | 1.0850 |
187
+ | No log | 3.7778 | 272 | 1.3307 | 0.4776 | 1.3307 | 1.1536 |
188
+ | No log | 3.8056 | 274 | 1.4326 | 0.4526 | 1.4326 | 1.1969 |
189
+ | No log | 3.8333 | 276 | 1.5103 | 0.4526 | 1.5103 | 1.2289 |
190
+ | No log | 3.8611 | 278 | 1.4460 | 0.4526 | 1.4460 | 1.2025 |
191
+ | No log | 3.8889 | 280 | 1.4474 | 0.4559 | 1.4474 | 1.2031 |
192
+ | No log | 3.9167 | 282 | 1.3179 | 0.4627 | 1.3179 | 1.1480 |
193
+ | No log | 3.9444 | 284 | 1.2742 | 0.4627 | 1.2742 | 1.1288 |
194
+ | No log | 3.9722 | 286 | 1.2284 | 0.4848 | 1.2284 | 1.1083 |
195
+ | No log | 4.0 | 288 | 1.2309 | 0.4627 | 1.2309 | 1.1095 |
196
+ | No log | 4.0278 | 290 | 1.2739 | 0.4328 | 1.2739 | 1.1287 |
197
+ | No log | 4.0556 | 292 | 1.2732 | 0.4328 | 1.2732 | 1.1283 |
198
+ | No log | 4.0833 | 294 | 1.2256 | 0.4593 | 1.2256 | 1.1071 |
199
+ | No log | 4.1111 | 296 | 1.1392 | 0.5303 | 1.1392 | 1.0673 |
200
+ | No log | 4.1389 | 298 | 1.2335 | 0.4662 | 1.2335 | 1.1106 |
201
+ | No log | 4.1667 | 300 | 1.3414 | 0.4444 | 1.3414 | 1.1582 |
202
+ | No log | 4.1944 | 302 | 1.2414 | 0.5191 | 1.2414 | 1.1142 |
203
+ | No log | 4.2222 | 304 | 1.1538 | 0.5692 | 1.1538 | 1.0742 |
204
+ | No log | 4.25 | 306 | 1.1299 | 0.5692 | 1.1299 | 1.0630 |
205
+ | No log | 4.2778 | 308 | 1.1330 | 0.5649 | 1.1330 | 1.0644 |
206
+ | No log | 4.3056 | 310 | 1.1433 | 0.5455 | 1.1433 | 1.0692 |
207
+ | No log | 4.3333 | 312 | 1.1244 | 0.5714 | 1.1244 | 1.0604 |
208
+ | No log | 4.3611 | 314 | 1.1487 | 0.5455 | 1.1487 | 1.0718 |
209
+ | No log | 4.3889 | 316 | 1.1673 | 0.5455 | 1.1673 | 1.0804 |
210
+ | No log | 4.4167 | 318 | 1.1561 | 0.5385 | 1.1561 | 1.0752 |
211
+ | No log | 4.4444 | 320 | 1.1375 | 0.5385 | 1.1375 | 1.0665 |
212
+ | No log | 4.4722 | 322 | 1.1849 | 0.5385 | 1.1849 | 1.0885 |
213
+ | No log | 4.5 | 324 | 1.3485 | 0.4179 | 1.3485 | 1.1612 |
214
+ | No log | 4.5278 | 326 | 1.3743 | 0.4148 | 1.3743 | 1.1723 |
215
+ | No log | 4.5556 | 328 | 1.2420 | 0.4844 | 1.2420 | 1.1145 |
216
+ | No log | 4.5833 | 330 | 1.1302 | 0.5873 | 1.1302 | 1.0631 |
217
+ | No log | 4.6111 | 332 | 1.1250 | 0.6142 | 1.1250 | 1.0607 |
218
+ | No log | 4.6389 | 334 | 1.1722 | 0.5625 | 1.1722 | 1.0827 |
219
+ | No log | 4.6667 | 336 | 1.1920 | 0.5758 | 1.1920 | 1.0918 |
220
+ | No log | 4.6944 | 338 | 1.2801 | 0.4627 | 1.2801 | 1.1314 |
221
+ | No log | 4.7222 | 340 | 1.3338 | 0.4559 | 1.3338 | 1.1549 |
222
+ | No log | 4.75 | 342 | 1.3129 | 0.4672 | 1.3129 | 1.1458 |
223
+ | No log | 4.7778 | 344 | 1.2877 | 0.4593 | 1.2877 | 1.1348 |
224
+ | No log | 4.8056 | 346 | 1.1919 | 0.5455 | 1.1919 | 1.0917 |
225
+ | No log | 4.8333 | 348 | 1.1482 | 0.5758 | 1.1482 | 1.0715 |
226
+ | No log | 4.8611 | 350 | 1.1010 | 0.5854 | 1.1010 | 1.0493 |
227
+ | No log | 4.8889 | 352 | 1.1123 | 0.5827 | 1.1123 | 1.0547 |
228
+ | No log | 4.9167 | 354 | 1.1002 | 0.5669 | 1.1002 | 1.0489 |
229
+ | No log | 4.9444 | 356 | 1.1286 | 0.5649 | 1.1286 | 1.0623 |
230
+ | No log | 4.9722 | 358 | 1.2527 | 0.4776 | 1.2527 | 1.1193 |
231
+ | No log | 5.0 | 360 | 1.4425 | 0.4203 | 1.4425 | 1.2010 |
232
+ | No log | 5.0278 | 362 | 1.4178 | 0.4412 | 1.4178 | 1.1907 |
233
+ | No log | 5.0556 | 364 | 1.2609 | 0.5077 | 1.2609 | 1.1229 |
234
+ | No log | 5.0833 | 366 | 1.1328 | 0.5397 | 1.1328 | 1.0643 |
235
+ | No log | 5.1111 | 368 | 1.0417 | 0.6016 | 1.0417 | 1.0207 |
236
+ | No log | 5.1389 | 370 | 1.0253 | 0.6016 | 1.0253 | 1.0126 |
237
+ | No log | 5.1667 | 372 | 1.0988 | 0.5781 | 1.0988 | 1.0482 |
238
+ | No log | 5.1944 | 374 | 1.2935 | 0.4154 | 1.2935 | 1.1373 |
239
+ | No log | 5.2222 | 376 | 1.2775 | 0.4341 | 1.2775 | 1.1302 |
240
+ | No log | 5.25 | 378 | 1.2616 | 0.4615 | 1.2616 | 1.1232 |
241
+ | No log | 5.2778 | 380 | 1.2805 | 0.4211 | 1.2805 | 1.1316 |
242
+ | No log | 5.3056 | 382 | 1.2666 | 0.4706 | 1.2666 | 1.1254 |
243
+ | No log | 5.3333 | 384 | 1.4294 | 0.4203 | 1.4294 | 1.1956 |
244
+ | No log | 5.3611 | 386 | 1.3623 | 0.4380 | 1.3623 | 1.1672 |
245
+ | No log | 5.3889 | 388 | 1.1817 | 0.5821 | 1.1817 | 1.0870 |
246
+ | No log | 5.4167 | 390 | 1.0701 | 0.5954 | 1.0701 | 1.0345 |
247
+ | No log | 5.4444 | 392 | 1.0730 | 0.5954 | 1.0730 | 1.0359 |
248
+ | No log | 5.4722 | 394 | 1.2101 | 0.5191 | 1.2101 | 1.1000 |
249
+ | No log | 5.5 | 396 | 1.3604 | 0.4179 | 1.3604 | 1.1664 |
250
+ | No log | 5.5278 | 398 | 1.3258 | 0.4328 | 1.3258 | 1.1514 |
251
+ | No log | 5.5556 | 400 | 1.2241 | 0.5191 | 1.2241 | 1.1064 |
252
+ | No log | 5.5833 | 402 | 1.2613 | 0.4848 | 1.2613 | 1.1231 |
253
+ | No log | 5.6111 | 404 | 1.3497 | 0.4091 | 1.3497 | 1.1617 |
254
+ | No log | 5.6389 | 406 | 1.3145 | 0.4545 | 1.3145 | 1.1465 |
255
+ | No log | 5.6667 | 408 | 1.2761 | 0.4697 | 1.2761 | 1.1297 |
256
+ | No log | 5.6944 | 410 | 1.1371 | 0.5496 | 1.1371 | 1.0663 |
257
+ | No log | 5.7222 | 412 | 1.0389 | 0.6357 | 1.0389 | 1.0193 |
258
+ | No log | 5.75 | 414 | 1.0248 | 0.5760 | 1.0248 | 1.0123 |
259
+ | No log | 5.7778 | 416 | 1.0852 | 0.5116 | 1.0852 | 1.0417 |
260
+ | No log | 5.8056 | 418 | 1.3800 | 0.4412 | 1.3800 | 1.1747 |
261
+ | No log | 5.8333 | 420 | 1.6385 | 0.3973 | 1.6385 | 1.2800 |
262
+ | No log | 5.8611 | 422 | 1.5701 | 0.4 | 1.5701 | 1.2530 |
263
+ | No log | 5.8889 | 424 | 1.3272 | 0.4638 | 1.3272 | 1.1520 |
264
+ | No log | 5.9167 | 426 | 1.2680 | 0.4526 | 1.2680 | 1.1261 |
265
+ | No log | 5.9444 | 428 | 1.2667 | 0.4706 | 1.2667 | 1.1255 |
266
+ | No log | 5.9722 | 430 | 1.3658 | 0.4706 | 1.3658 | 1.1687 |
267
+ | No log | 6.0 | 432 | 1.5065 | 0.4 | 1.5065 | 1.2274 |
268
+ | No log | 6.0278 | 434 | 1.5385 | 0.4 | 1.5385 | 1.2403 |
269
+ | No log | 6.0556 | 436 | 1.4121 | 0.4091 | 1.4121 | 1.1883 |
270
+ | No log | 6.0833 | 438 | 1.2781 | 0.4923 | 1.2781 | 1.1305 |
271
+ | No log | 6.1111 | 440 | 1.0910 | 0.5556 | 1.0910 | 1.0445 |
272
+ | No log | 6.1389 | 442 | 1.0411 | 0.544 | 1.0411 | 1.0203 |
273
+ | No log | 6.1667 | 444 | 1.1305 | 0.5496 | 1.1305 | 1.0632 |
274
+ | No log | 6.1944 | 446 | 1.3907 | 0.4412 | 1.3907 | 1.1793 |
275
+ | No log | 6.2222 | 448 | 1.5509 | 0.3913 | 1.5509 | 1.2454 |
276
+ | No log | 6.25 | 450 | 1.4949 | 0.4234 | 1.4949 | 1.2226 |
277
+ | No log | 6.2778 | 452 | 1.2670 | 0.4706 | 1.2670 | 1.1256 |
278
+ | No log | 6.3056 | 454 | 1.1735 | 0.6015 | 1.1735 | 1.0833 |
279
+ | No log | 6.3333 | 456 | 1.1689 | 0.6015 | 1.1689 | 1.0812 |
280
+ | No log | 6.3611 | 458 | 1.2183 | 0.4848 | 1.2183 | 1.1038 |
281
+ | No log | 6.3889 | 460 | 1.3775 | 0.4444 | 1.3775 | 1.1737 |
282
+ | No log | 6.4167 | 462 | 1.4242 | 0.4 | 1.4242 | 1.1934 |
283
+ | No log | 6.4444 | 464 | 1.2572 | 0.4478 | 1.2572 | 1.1212 |
284
+ | No log | 6.4722 | 466 | 1.0945 | 0.5649 | 1.0945 | 1.0462 |
285
+ | No log | 6.5 | 468 | 1.0560 | 0.5827 | 1.0560 | 1.0276 |
286
+ | No log | 6.5278 | 470 | 1.1119 | 0.5 | 1.1119 | 1.0545 |
287
+ | No log | 6.5556 | 472 | 1.1979 | 0.4921 | 1.1979 | 1.0945 |
288
+ | No log | 6.5833 | 474 | 1.2189 | 0.4724 | 1.2189 | 1.1040 |
289
+ | No log | 6.6111 | 476 | 1.2618 | 0.4733 | 1.2618 | 1.1233 |
290
+ | No log | 6.6389 | 478 | 1.2916 | 0.4733 | 1.2916 | 1.1365 |
291
+ | No log | 6.6667 | 480 | 1.1961 | 0.4921 | 1.1961 | 1.0937 |
292
+ | No log | 6.6944 | 482 | 1.1529 | 0.5512 | 1.1529 | 1.0737 |
293
+ | No log | 6.7222 | 484 | 1.2049 | 0.5469 | 1.2049 | 1.0977 |
294
+ | No log | 6.75 | 486 | 1.3647 | 0.4394 | 1.3647 | 1.1682 |
295
+ | No log | 6.7778 | 488 | 1.6275 | 0.3676 | 1.6275 | 1.2757 |
296
+ | No log | 6.8056 | 490 | 1.7423 | 0.3212 | 1.7423 | 1.3200 |
297
+ | No log | 6.8333 | 492 | 1.6000 | 0.3582 | 1.6000 | 1.2649 |
298
+ | No log | 6.8611 | 494 | 1.3885 | 0.5 | 1.3885 | 1.1784 |
299
+ | No log | 6.8889 | 496 | 1.3226 | 0.528 | 1.3226 | 1.1501 |
300
+ | No log | 6.9167 | 498 | 1.3651 | 0.5 | 1.3651 | 1.1684 |
301
+ | 0.4357 | 6.9444 | 500 | 1.4042 | 0.4615 | 1.4042 | 1.1850 |
302
+ | 0.4357 | 6.9722 | 502 | 1.4402 | 0.4275 | 1.4402 | 1.2001 |
303
+ | 0.4357 | 7.0 | 504 | 1.3087 | 0.4844 | 1.3087 | 1.1440 |
304
+ | 0.4357 | 7.0278 | 506 | 1.2241 | 0.496 | 1.2241 | 1.1064 |
305
+ | 0.4357 | 7.0556 | 508 | 1.1266 | 0.5 | 1.1266 | 1.0614 |
306
+ | 0.4357 | 7.0833 | 510 | 1.1092 | 0.4715 | 1.1092 | 1.0532 |
307
+ | 0.4357 | 7.1111 | 512 | 1.1312 | 0.5354 | 1.1312 | 1.0636 |
308
+ | 0.4357 | 7.1389 | 514 | 1.3193 | 0.4615 | 1.3193 | 1.1486 |
309
+ | 0.4357 | 7.1667 | 516 | 1.4647 | 0.4060 | 1.4647 | 1.2103 |
310
+ | 0.4357 | 7.1944 | 518 | 1.3771 | 0.4328 | 1.3771 | 1.1735 |
311
+ | 0.4357 | 7.2222 | 520 | 1.2636 | 0.5038 | 1.2636 | 1.1241 |
312
+ | 0.4357 | 7.25 | 522 | 1.2743 | 0.4848 | 1.2743 | 1.1288 |
313
+ | 0.4357 | 7.2778 | 524 | 1.4035 | 0.4328 | 1.4035 | 1.1847 |
314
+ | 0.4357 | 7.3056 | 526 | 1.4915 | 0.3852 | 1.4915 | 1.2213 |
315
+ | 0.4357 | 7.3333 | 528 | 1.3607 | 0.4545 | 1.3607 | 1.1665 |
316
+ | 0.4357 | 7.3611 | 530 | 1.2901 | 0.4651 | 1.2901 | 1.1358 |
317
+ | 0.4357 | 7.3889 | 532 | 1.3010 | 0.4651 | 1.3010 | 1.1406 |
318
+ | 0.4357 | 7.4167 | 534 | 1.3546 | 0.4580 | 1.3546 | 1.1639 |
319
+ | 0.4357 | 7.4444 | 536 | 1.5072 | 0.4091 | 1.5072 | 1.2277 |
320
+ | 0.4357 | 7.4722 | 538 | 1.6857 | 0.3382 | 1.6857 | 1.2983 |
321
+ | 0.4357 | 7.5 | 540 | 1.6623 | 0.3407 | 1.6623 | 1.2893 |
322
+ | 0.4357 | 7.5278 | 542 | 1.5745 | 0.3609 | 1.5745 | 1.2548 |
323
 
324
 
325
  ### Framework versions
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