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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k15_task2_organization

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Training in progress, step 500

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  1. README.md +501 -0
  2. config.json +32 -0
  3. model.safetensors +3 -0
  4. training_args.bin +3 -0
README.md ADDED
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+ ---
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+ library_name: transformers
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+ 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_run3_AugV5_k14_task2_organization
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+ results: []
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+ ---
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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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+
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+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k14_task2_organization
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+
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+ This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.9777
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+ - Qwk: 0.2697
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+ - Mse: 0.9777
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+ - Rmse: 0.9888
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 2e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - num_epochs: 100
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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+ | No log | 0.0267 | 2 | 4.7314 | 0.0010 | 4.7314 | 2.1752 |
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+ | No log | 0.0533 | 4 | 2.7214 | 0.0420 | 2.7214 | 1.6497 |
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+ | No log | 0.08 | 6 | 1.7763 | 0.0062 | 1.7763 | 1.3328 |
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+ | No log | 0.1067 | 8 | 1.3961 | -0.0716 | 1.3961 | 1.1816 |
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+ | No log | 0.1333 | 10 | 1.3531 | 0.0276 | 1.3531 | 1.1632 |
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+ | No log | 0.16 | 12 | 1.2783 | 0.0085 | 1.2783 | 1.1306 |
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+ | No log | 0.1867 | 14 | 1.3299 | 0.0559 | 1.3299 | 1.1532 |
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+ | No log | 0.2133 | 16 | 1.3475 | 0.0571 | 1.3475 | 1.1608 |
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+ | No log | 0.24 | 18 | 1.4365 | -0.0231 | 1.4365 | 1.1985 |
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+ | No log | 0.2667 | 20 | 1.5002 | 0.0596 | 1.5002 | 1.2248 |
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+ | No log | 0.2933 | 22 | 1.3342 | 0.1144 | 1.3342 | 1.1551 |
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+ | No log | 0.32 | 24 | 1.4908 | 0.0929 | 1.4908 | 1.2210 |
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+ | No log | 0.3467 | 26 | 1.7854 | 0.0796 | 1.7854 | 1.3362 |
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+ | No log | 0.3733 | 28 | 2.0139 | 0.0426 | 2.0139 | 1.4191 |
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+ | No log | 0.4 | 30 | 1.8927 | 0.0951 | 1.8927 | 1.3758 |
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+ | No log | 0.4267 | 32 | 1.9117 | 0.0157 | 1.9117 | 1.3827 |
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+ | No log | 0.4533 | 34 | 2.0235 | 0.0905 | 2.0235 | 1.4225 |
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+ | No log | 0.48 | 36 | 1.9356 | 0.0 | 1.9356 | 1.3913 |
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+ | No log | 0.5067 | 38 | 1.8551 | 0.0372 | 1.8551 | 1.3620 |
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+ | No log | 0.5333 | 40 | 1.6825 | 0.0 | 1.6825 | 1.2971 |
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+ | No log | 0.56 | 42 | 1.4847 | 0.0038 | 1.4847 | 1.2185 |
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+ | No log | 0.5867 | 44 | 1.3295 | 0.0522 | 1.3295 | 1.1530 |
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+ | No log | 0.6133 | 46 | 1.3138 | 0.0711 | 1.3138 | 1.1462 |
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+ | No log | 0.64 | 48 | 1.4206 | 0.2108 | 1.4206 | 1.1919 |
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+ | No log | 0.6667 | 50 | 1.5535 | 0.1462 | 1.5535 | 1.2464 |
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+ | No log | 0.6933 | 52 | 1.4145 | 0.0462 | 1.4145 | 1.1893 |
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+ | No log | 0.72 | 54 | 1.4861 | 0.0276 | 1.4861 | 1.2190 |
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+ | No log | 0.7467 | 56 | 1.5614 | 0.0625 | 1.5614 | 1.2496 |
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+ | No log | 0.7733 | 58 | 1.2939 | 0.0929 | 1.2939 | 1.1375 |
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+ | No log | 0.8 | 60 | 1.1345 | 0.2432 | 1.1345 | 1.0651 |
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+ | No log | 0.8267 | 62 | 1.0990 | 0.2792 | 1.0990 | 1.0483 |
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+ | No log | 0.8533 | 64 | 1.1101 | 0.1785 | 1.1101 | 1.0536 |
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+ | No log | 0.88 | 66 | 1.1497 | 0.2098 | 1.1497 | 1.0723 |
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+ | No log | 0.9067 | 68 | 1.0849 | 0.3996 | 1.0849 | 1.0416 |
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+ | No log | 0.9333 | 70 | 1.0762 | 0.3572 | 1.0762 | 1.0374 |
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+ | No log | 0.96 | 72 | 1.1331 | 0.1965 | 1.1331 | 1.0645 |
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+ | No log | 0.9867 | 74 | 1.2042 | 0.1756 | 1.2042 | 1.0973 |
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+ | No log | 1.0133 | 76 | 1.1920 | 0.1807 | 1.1920 | 1.0918 |
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+ | No log | 1.04 | 78 | 1.0995 | 0.2554 | 1.0995 | 1.0486 |
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+ | No log | 1.0667 | 80 | 1.1359 | 0.1979 | 1.1359 | 1.0658 |
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+ | No log | 1.0933 | 82 | 1.3421 | 0.1990 | 1.3421 | 1.1585 |
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+ | No log | 1.12 | 84 | 1.5493 | 0.2122 | 1.5493 | 1.2447 |
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+ | No log | 1.1467 | 86 | 1.4833 | 0.2388 | 1.4833 | 1.2179 |
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+ | No log | 1.1733 | 88 | 1.2155 | 0.2564 | 1.2155 | 1.1025 |
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+ | No log | 1.2 | 90 | 1.0512 | 0.3624 | 1.0512 | 1.0253 |
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+ | No log | 1.2267 | 92 | 0.9951 | 0.4932 | 0.9951 | 0.9976 |
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+ | No log | 1.2533 | 94 | 1.0185 | 0.4932 | 1.0185 | 1.0092 |
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+ | No log | 1.28 | 96 | 1.1186 | 0.3506 | 1.1186 | 1.0577 |
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+ | No log | 1.3067 | 98 | 1.1299 | 0.3007 | 1.1299 | 1.0630 |
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+ | No log | 1.3333 | 100 | 1.1096 | 0.3339 | 1.1096 | 1.0534 |
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+ | No log | 1.3600 | 102 | 0.9925 | 0.4066 | 0.9925 | 0.9962 |
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+ | No log | 1.3867 | 104 | 1.0422 | 0.4790 | 1.0422 | 1.0209 |
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+ | No log | 1.4133 | 106 | 1.1975 | 0.4786 | 1.1975 | 1.0943 |
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+ | No log | 1.44 | 108 | 1.1301 | 0.4909 | 1.1301 | 1.0631 |
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+ | No log | 1.4667 | 110 | 1.0034 | 0.3641 | 1.0034 | 1.0017 |
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+ | No log | 1.4933 | 112 | 1.0098 | 0.3180 | 1.0098 | 1.0049 |
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+ | No log | 1.52 | 114 | 1.0509 | 0.3310 | 1.0509 | 1.0251 |
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+ | No log | 1.5467 | 116 | 1.1746 | 0.5069 | 1.1746 | 1.0838 |
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+ | No log | 1.5733 | 118 | 1.4471 | 0.3234 | 1.4471 | 1.2030 |
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+ | No log | 1.6 | 120 | 1.6031 | 0.2943 | 1.6031 | 1.2661 |
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+ | No log | 1.6267 | 122 | 1.4272 | 0.3386 | 1.4272 | 1.1947 |
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+ | No log | 1.6533 | 124 | 1.1824 | 0.3311 | 1.1824 | 1.0874 |
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+ | No log | 1.6800 | 126 | 1.1571 | 0.3058 | 1.1571 | 1.0757 |
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+ | No log | 1.7067 | 128 | 1.2205 | 0.4094 | 1.2205 | 1.1048 |
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+ | No log | 1.7333 | 130 | 1.3097 | 0.3733 | 1.3097 | 1.1444 |
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+ | No log | 1.76 | 132 | 1.2774 | 0.3827 | 1.2774 | 1.1302 |
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+ | No log | 1.7867 | 134 | 1.1963 | 0.3638 | 1.1963 | 1.0937 |
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+ | No log | 1.8133 | 136 | 1.2469 | 0.2862 | 1.2469 | 1.1167 |
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+ | No log | 1.8400 | 138 | 1.2439 | 0.2958 | 1.2439 | 1.1153 |
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+ | No log | 1.8667 | 140 | 1.2471 | 0.2836 | 1.2471 | 1.1167 |
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+ | No log | 1.8933 | 142 | 1.2842 | 0.3038 | 1.2842 | 1.1332 |
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+ | No log | 1.92 | 144 | 1.3259 | 0.3076 | 1.3259 | 1.1515 |
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+ | No log | 1.9467 | 146 | 1.4324 | 0.3172 | 1.4324 | 1.1968 |
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+ | No log | 1.9733 | 148 | 1.4703 | 0.3075 | 1.4703 | 1.2125 |
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+ | No log | 2.0 | 150 | 1.3044 | 0.3221 | 1.3044 | 1.1421 |
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+ | No log | 2.0267 | 152 | 1.2231 | 0.3248 | 1.2231 | 1.1059 |
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+ | No log | 2.0533 | 154 | 1.1824 | 0.2700 | 1.1824 | 1.0874 |
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+ | No log | 2.08 | 156 | 1.1713 | 0.2938 | 1.1713 | 1.0823 |
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+ | No log | 2.1067 | 158 | 1.1393 | 0.2601 | 1.1393 | 1.0674 |
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+ | No log | 2.1333 | 160 | 1.1139 | 0.2465 | 1.1139 | 1.0554 |
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+ | No log | 2.16 | 162 | 1.1704 | 0.3637 | 1.1704 | 1.0819 |
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+ | No log | 2.1867 | 164 | 1.2535 | 0.4108 | 1.2535 | 1.1196 |
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+ | No log | 2.2133 | 166 | 1.2299 | 0.3916 | 1.2299 | 1.1090 |
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+ | No log | 2.24 | 168 | 1.1997 | 0.3848 | 1.1997 | 1.0953 |
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+ | No log | 2.2667 | 170 | 1.1298 | 0.2506 | 1.1298 | 1.0629 |
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+ | No log | 2.2933 | 172 | 1.2033 | 0.3579 | 1.2033 | 1.0969 |
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+ | No log | 2.32 | 174 | 1.3208 | 0.4007 | 1.3208 | 1.1493 |
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+ | No log | 2.3467 | 176 | 1.2525 | 0.4856 | 1.2525 | 1.1191 |
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+ | No log | 2.3733 | 178 | 1.1345 | 0.3590 | 1.1345 | 1.0651 |
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+ | No log | 2.4 | 180 | 1.1531 | 0.3380 | 1.1531 | 1.0738 |
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+ | No log | 2.4267 | 182 | 1.2196 | 0.3897 | 1.2196 | 1.1043 |
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+ | No log | 2.4533 | 184 | 1.2490 | 0.3525 | 1.2490 | 1.1176 |
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+ | No log | 2.48 | 186 | 1.2239 | 0.3525 | 1.2239 | 1.1063 |
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+ | No log | 2.5067 | 188 | 1.1215 | 0.3299 | 1.1215 | 1.0590 |
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+ | No log | 2.5333 | 190 | 1.0851 | 0.3139 | 1.0851 | 1.0417 |
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+ | No log | 2.56 | 192 | 1.1189 | 0.3113 | 1.1189 | 1.0578 |
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+ | No log | 2.5867 | 194 | 1.1532 | 0.2480 | 1.1532 | 1.0739 |
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+ | No log | 2.6133 | 196 | 1.1492 | 0.2728 | 1.1492 | 1.0720 |
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+ | No log | 2.64 | 198 | 1.1450 | 0.2322 | 1.1450 | 1.0701 |
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+ | No log | 2.6667 | 200 | 1.2271 | 0.2883 | 1.2271 | 1.1077 |
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+ | No log | 2.6933 | 202 | 1.2307 | 0.2883 | 1.2307 | 1.1094 |
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+ | No log | 2.7200 | 204 | 1.1636 | 0.1546 | 1.1636 | 1.0787 |
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+ | No log | 2.7467 | 206 | 1.1366 | 0.1568 | 1.1366 | 1.0661 |
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+ | No log | 2.7733 | 208 | 1.1663 | 0.3149 | 1.1663 | 1.0800 |
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+ | No log | 2.8 | 210 | 1.1853 | 0.4495 | 1.1853 | 1.0887 |
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+ | No log | 2.8267 | 212 | 1.1378 | 0.4408 | 1.1378 | 1.0667 |
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+ | No log | 2.8533 | 214 | 1.0575 | 0.3584 | 1.0575 | 1.0283 |
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+ | No log | 2.88 | 216 | 1.0130 | 0.2775 | 1.0130 | 1.0065 |
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+ | No log | 2.9067 | 218 | 1.1332 | 0.3968 | 1.1332 | 1.0645 |
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+ | No log | 2.9333 | 220 | 1.1059 | 0.3741 | 1.1059 | 1.0516 |
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+ | No log | 2.96 | 222 | 0.9957 | 0.2614 | 0.9957 | 0.9978 |
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+ | No log | 2.9867 | 224 | 1.0665 | 0.4037 | 1.0665 | 1.0327 |
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+ | No log | 3.0133 | 226 | 1.1585 | 0.4663 | 1.1585 | 1.0763 |
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+ | No log | 3.04 | 228 | 1.0900 | 0.4257 | 1.0900 | 1.0440 |
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+ | No log | 3.0667 | 230 | 1.0171 | 0.2439 | 1.0171 | 1.0085 |
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+ | No log | 3.0933 | 232 | 1.0330 | 0.2251 | 1.0330 | 1.0164 |
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+ | No log | 3.12 | 234 | 1.0374 | 0.3631 | 1.0374 | 1.0185 |
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+ | No log | 3.1467 | 236 | 1.1263 | 0.4378 | 1.1263 | 1.0613 |
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+ | No log | 3.1733 | 238 | 1.1708 | 0.4663 | 1.1708 | 1.0820 |
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+ | No log | 3.2 | 240 | 1.0697 | 0.3848 | 1.0697 | 1.0342 |
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+ | No log | 3.2267 | 242 | 1.0731 | 0.2505 | 1.0731 | 1.0359 |
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+ | No log | 3.2533 | 244 | 1.2421 | 0.2405 | 1.2421 | 1.1145 |
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+ | No log | 3.2800 | 246 | 1.2786 | 0.2663 | 1.2786 | 1.1308 |
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+ | No log | 3.3067 | 248 | 1.1162 | 0.2766 | 1.1162 | 1.0565 |
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+ | No log | 3.3333 | 250 | 1.0688 | 0.2545 | 1.0688 | 1.0338 |
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+ | No log | 3.36 | 252 | 1.1162 | 0.2165 | 1.1162 | 1.0565 |
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+ | No log | 3.3867 | 254 | 1.1406 | 0.2951 | 1.1406 | 1.0680 |
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+ | No log | 3.4133 | 256 | 1.1038 | 0.2461 | 1.1038 | 1.0506 |
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+ | No log | 3.44 | 258 | 1.1406 | 0.2716 | 1.1406 | 1.0680 |
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+ | No log | 3.4667 | 260 | 1.1621 | 0.2424 | 1.1621 | 1.0780 |
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+ | No log | 3.4933 | 262 | 1.1216 | 0.2358 | 1.1216 | 1.0590 |
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+ | No log | 3.52 | 264 | 1.1226 | 0.2004 | 1.1226 | 1.0595 |
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+ | No log | 3.5467 | 266 | 1.1119 | 0.2239 | 1.1119 | 1.0545 |
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+ | No log | 3.5733 | 268 | 1.0935 | 0.2946 | 1.0935 | 1.0457 |
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+ | No log | 3.6 | 270 | 1.0842 | 0.2331 | 1.0842 | 1.0413 |
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+ | No log | 3.6267 | 272 | 1.1370 | 0.3009 | 1.1370 | 1.0663 |
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+ | No log | 3.6533 | 274 | 1.1474 | 0.3009 | 1.1474 | 1.0712 |
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+ | No log | 3.68 | 276 | 1.1556 | 0.3393 | 1.1556 | 1.0750 |
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+ | No log | 3.7067 | 278 | 1.0940 | 0.2366 | 1.0940 | 1.0459 |
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+ | No log | 3.7333 | 280 | 1.0497 | 0.2871 | 1.0497 | 1.0245 |
192
+ | No log | 3.76 | 282 | 1.0667 | 0.3019 | 1.0667 | 1.0328 |
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+ | No log | 3.7867 | 284 | 1.0454 | 0.2925 | 1.0454 | 1.0225 |
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+ | No log | 3.8133 | 286 | 1.0306 | 0.2991 | 1.0306 | 1.0152 |
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+ | No log | 3.84 | 288 | 1.0356 | 0.2991 | 1.0356 | 1.0176 |
196
+ | No log | 3.8667 | 290 | 1.0566 | 0.2476 | 1.0566 | 1.0279 |
197
+ | No log | 3.8933 | 292 | 1.0223 | 0.2965 | 1.0223 | 1.0111 |
198
+ | No log | 3.92 | 294 | 1.0157 | 0.2692 | 1.0157 | 1.0078 |
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+ | No log | 3.9467 | 296 | 1.0290 | 0.2692 | 1.0290 | 1.0144 |
200
+ | No log | 3.9733 | 298 | 1.0104 | 0.2711 | 1.0104 | 1.0052 |
201
+ | No log | 4.0 | 300 | 1.0372 | 0.2521 | 1.0372 | 1.0185 |
202
+ | No log | 4.0267 | 302 | 1.0262 | 0.2963 | 1.0262 | 1.0130 |
203
+ | No log | 4.0533 | 304 | 0.9908 | 0.2643 | 0.9908 | 0.9954 |
204
+ | No log | 4.08 | 306 | 1.0146 | 0.3520 | 1.0146 | 1.0073 |
205
+ | No log | 4.1067 | 308 | 0.9768 | 0.3496 | 0.9768 | 0.9883 |
206
+ | No log | 4.1333 | 310 | 0.9777 | 0.3542 | 0.9777 | 0.9888 |
207
+ | No log | 4.16 | 312 | 1.0010 | 0.3218 | 1.0010 | 1.0005 |
208
+ | No log | 4.1867 | 314 | 0.9674 | 0.3804 | 0.9674 | 0.9836 |
209
+ | No log | 4.2133 | 316 | 0.9761 | 0.4308 | 0.9761 | 0.9880 |
210
+ | No log | 4.24 | 318 | 0.9980 | 0.4454 | 0.9980 | 0.9990 |
211
+ | No log | 4.2667 | 320 | 0.9877 | 0.4493 | 0.9877 | 0.9938 |
212
+ | No log | 4.2933 | 322 | 0.9536 | 0.3724 | 0.9536 | 0.9765 |
213
+ | No log | 4.32 | 324 | 0.9447 | 0.3695 | 0.9447 | 0.9720 |
214
+ | No log | 4.3467 | 326 | 0.9522 | 0.3263 | 0.9522 | 0.9758 |
215
+ | No log | 4.3733 | 328 | 0.9798 | 0.4425 | 0.9798 | 0.9898 |
216
+ | No log | 4.4 | 330 | 0.9649 | 0.4425 | 0.9649 | 0.9823 |
217
+ | No log | 4.4267 | 332 | 0.9438 | 0.3874 | 0.9438 | 0.9715 |
218
+ | No log | 4.4533 | 334 | 0.9342 | 0.3437 | 0.9342 | 0.9665 |
219
+ | No log | 4.48 | 336 | 0.9984 | 0.3457 | 0.9984 | 0.9992 |
220
+ | No log | 4.5067 | 338 | 1.0163 | 0.2417 | 1.0163 | 1.0081 |
221
+ | No log | 4.5333 | 340 | 1.0075 | 0.2793 | 1.0075 | 1.0037 |
222
+ | No log | 4.5600 | 342 | 1.0705 | 0.2741 | 1.0705 | 1.0346 |
223
+ | No log | 4.5867 | 344 | 1.1991 | 0.2381 | 1.1991 | 1.0950 |
224
+ | No log | 4.6133 | 346 | 1.2159 | 0.1997 | 1.2159 | 1.1027 |
225
+ | No log | 4.64 | 348 | 1.1515 | 0.2175 | 1.1515 | 1.0731 |
226
+ | No log | 4.6667 | 350 | 1.1503 | 0.2587 | 1.1503 | 1.0725 |
227
+ | No log | 4.6933 | 352 | 1.1800 | 0.1761 | 1.1800 | 1.0863 |
228
+ | No log | 4.72 | 354 | 1.2482 | 0.1997 | 1.2482 | 1.1172 |
229
+ | No log | 4.7467 | 356 | 1.2454 | 0.2275 | 1.2454 | 1.1160 |
230
+ | No log | 4.7733 | 358 | 1.2211 | 0.2195 | 1.2211 | 1.1050 |
231
+ | No log | 4.8 | 360 | 1.1401 | 0.2587 | 1.1401 | 1.0678 |
232
+ | No log | 4.8267 | 362 | 1.1033 | 0.2286 | 1.1033 | 1.0504 |
233
+ | No log | 4.8533 | 364 | 1.1177 | 0.2689 | 1.1177 | 1.0572 |
234
+ | No log | 4.88 | 366 | 1.1060 | 0.2132 | 1.1060 | 1.0517 |
235
+ | No log | 4.9067 | 368 | 1.0828 | 0.2545 | 1.0828 | 1.0406 |
236
+ | No log | 4.9333 | 370 | 1.0762 | 0.2596 | 1.0762 | 1.0374 |
237
+ | No log | 4.96 | 372 | 1.0641 | 0.2793 | 1.0641 | 1.0316 |
238
+ | No log | 4.9867 | 374 | 1.0594 | 0.2692 | 1.0594 | 1.0292 |
239
+ | No log | 5.0133 | 376 | 1.0522 | 0.2792 | 1.0522 | 1.0257 |
240
+ | No log | 5.04 | 378 | 1.0679 | 0.2446 | 1.0679 | 1.0334 |
241
+ | No log | 5.0667 | 380 | 1.0940 | 0.3436 | 1.0940 | 1.0460 |
242
+ | No log | 5.0933 | 382 | 1.0733 | 0.2951 | 1.0733 | 1.0360 |
243
+ | No log | 5.12 | 384 | 1.0557 | 0.2424 | 1.0557 | 1.0275 |
244
+ | No log | 5.1467 | 386 | 1.0402 | 0.2608 | 1.0402 | 1.0199 |
245
+ | No log | 5.1733 | 388 | 1.0439 | 0.3231 | 1.0439 | 1.0217 |
246
+ | No log | 5.2 | 390 | 1.0886 | 0.4040 | 1.0886 | 1.0434 |
247
+ | No log | 5.2267 | 392 | 1.0561 | 0.4074 | 1.0561 | 1.0277 |
248
+ | No log | 5.2533 | 394 | 1.0308 | 0.2614 | 1.0308 | 1.0153 |
249
+ | No log | 5.28 | 396 | 1.0631 | 0.3457 | 1.0631 | 1.0311 |
250
+ | No log | 5.3067 | 398 | 1.0363 | 0.2614 | 1.0363 | 1.0180 |
251
+ | No log | 5.3333 | 400 | 1.0313 | 0.2579 | 1.0313 | 1.0156 |
252
+ | No log | 5.36 | 402 | 1.0487 | 0.2871 | 1.0487 | 1.0241 |
253
+ | No log | 5.3867 | 404 | 1.1112 | 0.3436 | 1.1112 | 1.0541 |
254
+ | No log | 5.4133 | 406 | 1.1132 | 0.3436 | 1.1132 | 1.0551 |
255
+ | No log | 5.44 | 408 | 1.0890 | 0.2331 | 1.0890 | 1.0435 |
256
+ | No log | 5.4667 | 410 | 1.0632 | 0.2255 | 1.0632 | 1.0311 |
257
+ | No log | 5.4933 | 412 | 1.0949 | 0.2716 | 1.0949 | 1.0464 |
258
+ | No log | 5.52 | 414 | 1.0992 | 0.2372 | 1.0992 | 1.0484 |
259
+ | No log | 5.5467 | 416 | 1.0821 | 0.2462 | 1.0821 | 1.0402 |
260
+ | No log | 5.5733 | 418 | 1.0683 | 0.2610 | 1.0683 | 1.0336 |
261
+ | No log | 5.6 | 420 | 1.0718 | 0.2556 | 1.0718 | 1.0353 |
262
+ | No log | 5.6267 | 422 | 1.0669 | 0.2556 | 1.0669 | 1.0329 |
263
+ | No log | 5.6533 | 424 | 1.0597 | 0.2556 | 1.0597 | 1.0294 |
264
+ | No log | 5.68 | 426 | 1.0587 | 0.2562 | 1.0587 | 1.0289 |
265
+ | No log | 5.7067 | 428 | 1.0729 | 0.2222 | 1.0729 | 1.0358 |
266
+ | No log | 5.7333 | 430 | 1.0566 | 0.2965 | 1.0566 | 1.0279 |
267
+ | No log | 5.76 | 432 | 1.0420 | 0.3090 | 1.0420 | 1.0208 |
268
+ | No log | 5.7867 | 434 | 1.0264 | 0.3190 | 1.0264 | 1.0131 |
269
+ | No log | 5.8133 | 436 | 1.0163 | 0.2643 | 1.0163 | 1.0081 |
270
+ | No log | 5.84 | 438 | 1.0200 | 0.3602 | 1.0200 | 1.0100 |
271
+ | No log | 5.8667 | 440 | 1.0014 | 0.3602 | 1.0014 | 1.0007 |
272
+ | No log | 5.8933 | 442 | 0.9645 | 0.2709 | 0.9645 | 0.9821 |
273
+ | No log | 5.92 | 444 | 0.9935 | 0.3704 | 0.9935 | 0.9967 |
274
+ | No log | 5.9467 | 446 | 0.9954 | 0.4094 | 0.9954 | 0.9977 |
275
+ | No log | 5.9733 | 448 | 0.9843 | 0.3704 | 0.9843 | 0.9921 |
276
+ | No log | 6.0 | 450 | 0.9881 | 0.3747 | 0.9881 | 0.9940 |
277
+ | No log | 6.0267 | 452 | 0.9596 | 0.3862 | 0.9596 | 0.9796 |
278
+ | No log | 6.0533 | 454 | 0.9549 | 0.3554 | 0.9549 | 0.9772 |
279
+ | No log | 6.08 | 456 | 0.9755 | 0.2971 | 0.9755 | 0.9877 |
280
+ | No log | 6.1067 | 458 | 0.9892 | 0.3181 | 0.9892 | 0.9946 |
281
+ | No log | 6.1333 | 460 | 0.9733 | 0.3671 | 0.9733 | 0.9866 |
282
+ | No log | 6.16 | 462 | 0.9742 | 0.4234 | 0.9742 | 0.9870 |
283
+ | No log | 6.1867 | 464 | 0.9692 | 0.4197 | 0.9692 | 0.9845 |
284
+ | No log | 6.2133 | 466 | 0.9739 | 0.4061 | 0.9739 | 0.9869 |
285
+ | No log | 6.24 | 468 | 0.9839 | 0.3164 | 0.9839 | 0.9919 |
286
+ | No log | 6.2667 | 470 | 1.0352 | 0.3019 | 1.0352 | 1.0174 |
287
+ | No log | 6.2933 | 472 | 1.0990 | 0.3778 | 1.0990 | 1.0483 |
288
+ | No log | 6.32 | 474 | 1.1312 | 0.4003 | 1.1312 | 1.0636 |
289
+ | No log | 6.3467 | 476 | 1.1142 | 0.3860 | 1.1142 | 1.0556 |
290
+ | No log | 6.3733 | 478 | 1.0649 | 0.3351 | 1.0649 | 1.0319 |
291
+ | No log | 6.4 | 480 | 1.0584 | 0.3243 | 1.0584 | 1.0288 |
292
+ | No log | 6.4267 | 482 | 1.0702 | 0.2676 | 1.0702 | 1.0345 |
293
+ | No log | 6.4533 | 484 | 1.0863 | 0.2592 | 1.0863 | 1.0423 |
294
+ | No log | 6.48 | 486 | 1.1204 | 0.2486 | 1.1204 | 1.0585 |
295
+ | No log | 6.5067 | 488 | 1.1580 | 0.2871 | 1.1580 | 1.0761 |
296
+ | No log | 6.5333 | 490 | 1.1433 | 0.2574 | 1.1433 | 1.0693 |
297
+ | No log | 6.5600 | 492 | 1.1279 | 0.2892 | 1.1279 | 1.0620 |
298
+ | No log | 6.5867 | 494 | 1.1633 | 0.1595 | 1.1633 | 1.0786 |
299
+ | No log | 6.6133 | 496 | 1.1616 | 0.1779 | 1.1616 | 1.0778 |
300
+ | No log | 6.64 | 498 | 1.1379 | 0.3159 | 1.1379 | 1.0667 |
301
+ | 0.3953 | 6.6667 | 500 | 1.1422 | 0.2726 | 1.1422 | 1.0687 |
302
+ | 0.3953 | 6.6933 | 502 | 1.1416 | 0.2579 | 1.1416 | 1.0684 |
303
+ | 0.3953 | 6.72 | 504 | 1.1346 | 0.3159 | 1.1346 | 1.0652 |
304
+ | 0.3953 | 6.7467 | 506 | 1.1534 | 0.2276 | 1.1534 | 1.0740 |
305
+ | 0.3953 | 6.7733 | 508 | 1.1182 | 0.2169 | 1.1182 | 1.0574 |
306
+ | 0.3953 | 6.8 | 510 | 1.0840 | 0.3256 | 1.0840 | 1.0412 |
307
+ | 0.3953 | 6.8267 | 512 | 1.1185 | 0.2735 | 1.1185 | 1.0576 |
308
+ | 0.3953 | 6.8533 | 514 | 1.1465 | 0.2395 | 1.1465 | 1.0707 |
309
+ | 0.3953 | 6.88 | 516 | 1.1183 | 0.2604 | 1.1183 | 1.0575 |
310
+ | 0.3953 | 6.9067 | 518 | 1.0663 | 0.3069 | 1.0663 | 1.0326 |
311
+ | 0.3953 | 6.9333 | 520 | 1.0289 | 0.2920 | 1.0289 | 1.0143 |
312
+ | 0.3953 | 6.96 | 522 | 1.0223 | 0.3018 | 1.0223 | 1.0111 |
313
+ | 0.3953 | 6.9867 | 524 | 1.0331 | 0.3069 | 1.0331 | 1.0164 |
314
+ | 0.3953 | 7.0133 | 526 | 1.0220 | 0.3069 | 1.0220 | 1.0109 |
315
+ | 0.3953 | 7.04 | 528 | 0.9908 | 0.3018 | 0.9908 | 0.9954 |
316
+ | 0.3953 | 7.0667 | 530 | 0.9699 | 0.2920 | 0.9699 | 0.9848 |
317
+ | 0.3953 | 7.0933 | 532 | 0.9848 | 0.3380 | 0.9848 | 0.9924 |
318
+ | 0.3953 | 7.12 | 534 | 0.9929 | 0.3478 | 0.9929 | 0.9964 |
319
+ | 0.3953 | 7.1467 | 536 | 0.9685 | 0.3190 | 0.9685 | 0.9841 |
320
+ | 0.3953 | 7.1733 | 538 | 0.9614 | 0.3365 | 0.9614 | 0.9805 |
321
+ | 0.3953 | 7.2 | 540 | 0.9549 | 0.3411 | 0.9549 | 0.9772 |
322
+ | 0.3953 | 7.2267 | 542 | 0.9426 | 0.3513 | 0.9426 | 0.9709 |
323
+ | 0.3953 | 7.2533 | 544 | 0.9192 | 0.3838 | 0.9192 | 0.9587 |
324
+ | 0.3953 | 7.28 | 546 | 0.9458 | 0.3256 | 0.9458 | 0.9725 |
325
+ | 0.3953 | 7.3067 | 548 | 0.9538 | 0.3834 | 0.9538 | 0.9766 |
326
+ | 0.3953 | 7.3333 | 550 | 0.9521 | 0.3720 | 0.9521 | 0.9758 |
327
+ | 0.3953 | 7.36 | 552 | 0.9349 | 0.3018 | 0.9349 | 0.9669 |
328
+ | 0.3953 | 7.3867 | 554 | 0.9450 | 0.3411 | 0.9450 | 0.9721 |
329
+ | 0.3953 | 7.4133 | 556 | 0.9944 | 0.4036 | 0.9944 | 0.9972 |
330
+ | 0.3953 | 7.44 | 558 | 1.0323 | 0.4313 | 1.0323 | 1.0160 |
331
+ | 0.3953 | 7.4667 | 560 | 1.0962 | 0.3409 | 1.0962 | 1.0470 |
332
+ | 0.3953 | 7.4933 | 562 | 1.0614 | 0.3977 | 1.0614 | 1.0302 |
333
+ | 0.3953 | 7.52 | 564 | 0.9718 | 0.4137 | 0.9718 | 0.9858 |
334
+ | 0.3953 | 7.5467 | 566 | 0.9728 | 0.3282 | 0.9728 | 0.9863 |
335
+ | 0.3953 | 7.5733 | 568 | 1.0567 | 0.4037 | 1.0567 | 1.0280 |
336
+ | 0.3953 | 7.6 | 570 | 1.0690 | 0.4037 | 1.0690 | 1.0339 |
337
+ | 0.3953 | 7.6267 | 572 | 1.0229 | 0.3191 | 1.0229 | 1.0114 |
338
+ | 0.3953 | 7.6533 | 574 | 0.9990 | 0.2625 | 0.9990 | 0.9995 |
339
+ | 0.3953 | 7.68 | 576 | 0.9796 | 0.2822 | 0.9796 | 0.9898 |
340
+ | 0.3953 | 7.7067 | 578 | 0.9675 | 0.2968 | 0.9675 | 0.9836 |
341
+ | 0.3953 | 7.7333 | 580 | 0.9736 | 0.3275 | 0.9736 | 0.9867 |
342
+ | 0.3953 | 7.76 | 582 | 0.9820 | 0.3275 | 0.9820 | 0.9910 |
343
+ | 0.3953 | 7.7867 | 584 | 1.0070 | 0.2468 | 1.0070 | 1.0035 |
344
+ | 0.3953 | 7.8133 | 586 | 1.0383 | 0.3160 | 1.0383 | 1.0190 |
345
+ | 0.3953 | 7.84 | 588 | 1.0937 | 0.3941 | 1.0937 | 1.0458 |
346
+ | 0.3953 | 7.8667 | 590 | 1.0975 | 0.3436 | 1.0975 | 1.0476 |
347
+ | 0.3953 | 7.8933 | 592 | 1.0699 | 0.3091 | 1.0699 | 1.0344 |
348
+ | 0.3953 | 7.92 | 594 | 1.0332 | 0.2658 | 1.0332 | 1.0164 |
349
+ | 0.3953 | 7.9467 | 596 | 1.0160 | 0.3018 | 1.0160 | 1.0079 |
350
+ | 0.3953 | 7.9733 | 598 | 1.0363 | 0.2801 | 1.0363 | 1.0180 |
351
+ | 0.3953 | 8.0 | 600 | 1.0744 | 0.3677 | 1.0744 | 1.0365 |
352
+ | 0.3953 | 8.0267 | 602 | 1.0669 | 0.3770 | 1.0669 | 1.0329 |
353
+ | 0.3953 | 8.0533 | 604 | 1.0424 | 0.2926 | 1.0424 | 1.0210 |
354
+ | 0.3953 | 8.08 | 606 | 0.9872 | 0.2970 | 0.9872 | 0.9936 |
355
+ | 0.3953 | 8.1067 | 608 | 0.9713 | 0.3066 | 0.9713 | 0.9855 |
356
+ | 0.3953 | 8.1333 | 610 | 1.0152 | 0.3502 | 1.0152 | 1.0076 |
357
+ | 0.3953 | 8.16 | 612 | 1.0339 | 0.3402 | 1.0339 | 1.0168 |
358
+ | 0.3953 | 8.1867 | 614 | 1.0056 | 0.3502 | 1.0056 | 1.0028 |
359
+ | 0.3953 | 8.2133 | 616 | 0.9711 | 0.3210 | 0.9711 | 0.9854 |
360
+ | 0.3953 | 8.24 | 618 | 1.0646 | 0.3686 | 1.0646 | 1.0318 |
361
+ | 0.3953 | 8.2667 | 620 | 1.1852 | 0.3778 | 1.1852 | 1.0887 |
362
+ | 0.3953 | 8.2933 | 622 | 1.1853 | 0.3778 | 1.1853 | 1.0887 |
363
+ | 0.3953 | 8.32 | 624 | 1.1474 | 0.3465 | 1.1474 | 1.0712 |
364
+ | 0.3953 | 8.3467 | 626 | 1.1184 | 0.3438 | 1.1184 | 1.0575 |
365
+ | 0.3953 | 8.3733 | 628 | 1.1060 | 0.3647 | 1.1060 | 1.0517 |
366
+ | 0.3953 | 8.4 | 630 | 1.0604 | 0.2850 | 1.0604 | 1.0297 |
367
+ | 0.3953 | 8.4267 | 632 | 1.0727 | 0.2997 | 1.0727 | 1.0357 |
368
+ | 0.3953 | 8.4533 | 634 | 1.1202 | 0.3292 | 1.1202 | 1.0584 |
369
+ | 0.3953 | 8.48 | 636 | 1.1541 | 0.3413 | 1.1541 | 1.0743 |
370
+ | 0.3953 | 8.5067 | 638 | 1.1253 | 0.3158 | 1.1253 | 1.0608 |
371
+ | 0.3953 | 8.5333 | 640 | 1.1018 | 0.2698 | 1.1018 | 1.0497 |
372
+ | 0.3953 | 8.56 | 642 | 1.1007 | 0.2745 | 1.1007 | 1.0491 |
373
+ | 0.3953 | 8.5867 | 644 | 1.0881 | 0.2850 | 1.0881 | 1.0431 |
374
+ | 0.3953 | 8.6133 | 646 | 1.0729 | 0.3089 | 1.0729 | 1.0358 |
375
+ | 0.3953 | 8.64 | 648 | 1.0747 | 0.3089 | 1.0747 | 1.0367 |
376
+ | 0.3953 | 8.6667 | 650 | 1.0834 | 0.3089 | 1.0834 | 1.0409 |
377
+ | 0.3953 | 8.6933 | 652 | 1.0818 | 0.3344 | 1.0818 | 1.0401 |
378
+ | 0.3953 | 8.72 | 654 | 1.0565 | 0.3134 | 1.0565 | 1.0278 |
379
+ | 0.3953 | 8.7467 | 656 | 1.0490 | 0.3134 | 1.0490 | 1.0242 |
380
+ | 0.3953 | 8.7733 | 658 | 1.0503 | 0.3134 | 1.0503 | 1.0248 |
381
+ | 0.3953 | 8.8 | 660 | 1.0770 | 0.3344 | 1.0770 | 1.0378 |
382
+ | 0.3953 | 8.8267 | 662 | 1.0938 | 0.3506 | 1.0938 | 1.0458 |
383
+ | 0.3953 | 8.8533 | 664 | 1.0909 | 0.3115 | 1.0909 | 1.0444 |
384
+ | 0.3953 | 8.88 | 666 | 1.0636 | 0.2707 | 1.0636 | 1.0313 |
385
+ | 0.3953 | 8.9067 | 668 | 1.0379 | 0.3134 | 1.0379 | 1.0188 |
386
+ | 0.3953 | 8.9333 | 670 | 1.0430 | 0.2871 | 1.0430 | 1.0213 |
387
+ | 0.3953 | 8.96 | 672 | 1.0509 | 0.2775 | 1.0509 | 1.0252 |
388
+ | 0.3953 | 8.9867 | 674 | 1.0658 | 0.2823 | 1.0658 | 1.0324 |
389
+ | 0.3953 | 9.0133 | 676 | 1.0945 | 0.3110 | 1.0945 | 1.0462 |
390
+ | 0.3953 | 9.04 | 678 | 1.0929 | 0.3110 | 1.0929 | 1.0454 |
391
+ | 0.3953 | 9.0667 | 680 | 1.0578 | 0.2515 | 1.0578 | 1.0285 |
392
+ | 0.3953 | 9.0933 | 682 | 1.0506 | 0.2822 | 1.0506 | 1.0250 |
393
+ | 0.3953 | 9.12 | 684 | 1.0702 | 0.2625 | 1.0702 | 1.0345 |
394
+ | 0.3953 | 9.1467 | 686 | 1.1076 | 0.2801 | 1.1076 | 1.0524 |
395
+ | 0.3953 | 9.1733 | 688 | 1.1095 | 0.2997 | 1.1095 | 1.0533 |
396
+ | 0.3953 | 9.2 | 690 | 1.0829 | 0.2625 | 1.0829 | 1.0406 |
397
+ | 0.3953 | 9.2267 | 692 | 1.0630 | 0.2822 | 1.0630 | 1.0310 |
398
+ | 0.3953 | 9.2533 | 694 | 1.0518 | 0.2843 | 1.0518 | 1.0256 |
399
+ | 0.3953 | 9.28 | 696 | 1.0396 | 0.2843 | 1.0396 | 1.0196 |
400
+ | 0.3953 | 9.3067 | 698 | 1.0196 | 0.3237 | 1.0196 | 1.0098 |
401
+ | 0.3953 | 9.3333 | 700 | 1.0028 | 0.2545 | 1.0028 | 1.0014 |
402
+ | 0.3953 | 9.36 | 702 | 0.9976 | 0.2545 | 0.9976 | 0.9988 |
403
+ | 0.3953 | 9.3867 | 704 | 0.9860 | 0.2545 | 0.9860 | 0.9930 |
404
+ | 0.3953 | 9.4133 | 706 | 0.9963 | 0.3440 | 0.9963 | 0.9981 |
405
+ | 0.3953 | 9.44 | 708 | 1.0092 | 0.3979 | 1.0092 | 1.0046 |
406
+ | 0.3953 | 9.4667 | 710 | 1.0100 | 0.3979 | 1.0100 | 1.0050 |
407
+ | 0.3953 | 9.4933 | 712 | 0.9831 | 0.3771 | 0.9831 | 0.9915 |
408
+ | 0.3953 | 9.52 | 714 | 0.9565 | 0.2942 | 0.9565 | 0.9780 |
409
+ | 0.3953 | 9.5467 | 716 | 0.9613 | 0.3090 | 0.9613 | 0.9805 |
410
+ | 0.3953 | 9.5733 | 718 | 0.9671 | 0.2942 | 0.9671 | 0.9834 |
411
+ | 0.3953 | 9.6 | 720 | 0.9884 | 0.2822 | 0.9884 | 0.9942 |
412
+ | 0.3953 | 9.6267 | 722 | 1.0277 | 0.3632 | 1.0277 | 1.0138 |
413
+ | 0.3953 | 9.6533 | 724 | 1.0488 | 0.3827 | 1.0488 | 1.0241 |
414
+ | 0.3953 | 9.68 | 726 | 1.0353 | 0.3493 | 1.0353 | 1.0175 |
415
+ | 0.3953 | 9.7067 | 728 | 1.0018 | 0.2920 | 1.0018 | 1.0009 |
416
+ | 0.3953 | 9.7333 | 730 | 0.9869 | 0.2545 | 0.9869 | 0.9934 |
417
+ | 0.3953 | 9.76 | 732 | 0.9857 | 0.2545 | 0.9857 | 0.9928 |
418
+ | 0.3953 | 9.7867 | 734 | 0.9955 | 0.2773 | 0.9955 | 0.9978 |
419
+ | 0.3953 | 9.8133 | 736 | 1.0174 | 0.3970 | 1.0174 | 1.0087 |
420
+ | 0.3953 | 9.84 | 738 | 1.0676 | 0.4881 | 1.0676 | 1.0332 |
421
+ | 0.3953 | 9.8667 | 740 | 1.1343 | 0.4426 | 1.1343 | 1.0651 |
422
+ | 0.3953 | 9.8933 | 742 | 1.1130 | 0.4426 | 1.1130 | 1.0550 |
423
+ | 0.3953 | 9.92 | 744 | 1.0287 | 0.4703 | 1.0287 | 1.0142 |
424
+ | 0.3953 | 9.9467 | 746 | 1.0051 | 0.4631 | 1.0051 | 1.0025 |
425
+ | 0.3953 | 9.9733 | 748 | 1.0028 | 0.4202 | 1.0028 | 1.0014 |
426
+ | 0.3953 | 10.0 | 750 | 1.0177 | 0.4202 | 1.0177 | 1.0088 |
427
+ | 0.3953 | 10.0267 | 752 | 1.0185 | 0.3729 | 1.0185 | 1.0092 |
428
+ | 0.3953 | 10.0533 | 754 | 1.0340 | 0.3707 | 1.0340 | 1.0169 |
429
+ | 0.3953 | 10.08 | 756 | 1.0725 | 0.4426 | 1.0725 | 1.0356 |
430
+ | 0.3953 | 10.1067 | 758 | 1.0918 | 0.4372 | 1.0918 | 1.0449 |
431
+ | 0.3953 | 10.1333 | 760 | 1.1024 | 0.4365 | 1.1024 | 1.0500 |
432
+ | 0.3953 | 10.16 | 762 | 1.1167 | 0.4365 | 1.1167 | 1.0567 |
433
+ | 0.3953 | 10.1867 | 764 | 1.0727 | 0.4287 | 1.0727 | 1.0357 |
434
+ | 0.3953 | 10.2133 | 766 | 1.0256 | 0.4454 | 1.0256 | 1.0127 |
435
+ | 0.3953 | 10.24 | 768 | 1.0282 | 0.3747 | 1.0282 | 1.0140 |
436
+ | 0.3953 | 10.2667 | 770 | 1.0600 | 0.3716 | 1.0600 | 1.0296 |
437
+ | 0.3953 | 10.2933 | 772 | 1.0543 | 0.2997 | 1.0543 | 1.0268 |
438
+ | 0.3953 | 10.32 | 774 | 1.0223 | 0.3478 | 1.0223 | 1.0111 |
439
+ | 0.3953 | 10.3467 | 776 | 1.0080 | 0.3621 | 1.0080 | 1.0040 |
440
+ | 0.3953 | 10.3733 | 778 | 1.0197 | 0.3874 | 1.0197 | 1.0098 |
441
+ | 0.3953 | 10.4 | 780 | 1.0202 | 0.3779 | 1.0202 | 1.0101 |
442
+ | 0.3953 | 10.4267 | 782 | 1.0105 | 0.3794 | 1.0105 | 1.0052 |
443
+ | 0.3953 | 10.4533 | 784 | 0.9848 | 0.3772 | 0.9848 | 0.9924 |
444
+ | 0.3953 | 10.48 | 786 | 0.9897 | 0.4760 | 0.9897 | 0.9949 |
445
+ | 0.3953 | 10.5067 | 788 | 0.9961 | 0.4069 | 0.9961 | 0.9981 |
446
+ | 0.3953 | 10.5333 | 790 | 1.0014 | 0.3945 | 1.0014 | 1.0007 |
447
+ | 0.3953 | 10.56 | 792 | 1.0108 | 0.3998 | 1.0108 | 1.0054 |
448
+ | 0.3953 | 10.5867 | 794 | 1.0139 | 0.3998 | 1.0139 | 1.0069 |
449
+ | 0.3953 | 10.6133 | 796 | 1.0251 | 0.4308 | 1.0251 | 1.0125 |
450
+ | 0.3953 | 10.64 | 798 | 1.0695 | 0.4449 | 1.0695 | 1.0342 |
451
+ | 0.3953 | 10.6667 | 800 | 1.1086 | 0.4289 | 1.1086 | 1.0529 |
452
+ | 0.3953 | 10.6933 | 802 | 1.0819 | 0.4331 | 1.0819 | 1.0401 |
453
+ | 0.3953 | 10.72 | 804 | 1.0446 | 0.3779 | 1.0446 | 1.0221 |
454
+ | 0.3953 | 10.7467 | 806 | 1.0405 | 0.3263 | 1.0405 | 1.0200 |
455
+ | 0.3953 | 10.7733 | 808 | 1.0388 | 0.3522 | 1.0388 | 1.0192 |
456
+ | 0.3953 | 10.8 | 810 | 1.0567 | 0.3802 | 1.0567 | 1.0279 |
457
+ | 0.3953 | 10.8267 | 812 | 1.0566 | 0.4034 | 1.0566 | 1.0279 |
458
+ | 0.3953 | 10.8533 | 814 | 1.0575 | 0.4034 | 1.0575 | 1.0283 |
459
+ | 0.3953 | 10.88 | 816 | 1.0305 | 0.3697 | 1.0305 | 1.0151 |
460
+ | 0.3953 | 10.9067 | 818 | 1.0036 | 0.3874 | 1.0036 | 1.0018 |
461
+ | 0.3953 | 10.9333 | 820 | 1.0039 | 0.3506 | 1.0039 | 1.0019 |
462
+ | 0.3953 | 10.96 | 822 | 1.0364 | 0.4166 | 1.0364 | 1.0180 |
463
+ | 0.3953 | 10.9867 | 824 | 1.0393 | 0.4165 | 1.0393 | 1.0195 |
464
+ | 0.3953 | 11.0133 | 826 | 1.0062 | 0.3506 | 1.0062 | 1.0031 |
465
+ | 0.3953 | 11.04 | 828 | 1.0058 | 0.3602 | 1.0058 | 1.0029 |
466
+ | 0.3953 | 11.0667 | 830 | 1.0169 | 0.4072 | 1.0169 | 1.0084 |
467
+ | 0.3953 | 11.0933 | 832 | 1.0588 | 0.4552 | 1.0588 | 1.0290 |
468
+ | 0.3953 | 11.12 | 834 | 1.1212 | 0.4527 | 1.1212 | 1.0589 |
469
+ | 0.3953 | 11.1467 | 836 | 1.1311 | 0.4527 | 1.1311 | 1.0635 |
470
+ | 0.3953 | 11.1733 | 838 | 1.0924 | 0.4732 | 1.0924 | 1.0452 |
471
+ | 0.3953 | 11.2 | 840 | 0.9987 | 0.4420 | 0.9987 | 0.9994 |
472
+ | 0.3953 | 11.2267 | 842 | 0.9714 | 0.4107 | 0.9714 | 0.9856 |
473
+ | 0.3953 | 11.2533 | 844 | 1.0016 | 0.3738 | 1.0016 | 1.0008 |
474
+ | 0.3953 | 11.28 | 846 | 1.0501 | 0.4490 | 1.0501 | 1.0248 |
475
+ | 0.3953 | 11.3067 | 848 | 1.0622 | 0.4127 | 1.0622 | 1.0306 |
476
+ | 0.3953 | 11.3333 | 850 | 1.0460 | 0.4490 | 1.0460 | 1.0227 |
477
+ | 0.3953 | 11.36 | 852 | 1.0585 | 0.3891 | 1.0585 | 1.0288 |
478
+ | 0.3953 | 11.3867 | 854 | 1.0480 | 0.3891 | 1.0480 | 1.0237 |
479
+ | 0.3953 | 11.4133 | 856 | 1.0391 | 0.3645 | 1.0391 | 1.0194 |
480
+ | 0.3953 | 11.44 | 858 | 1.0771 | 0.3989 | 1.0771 | 1.0378 |
481
+ | 0.3953 | 11.4667 | 860 | 1.0772 | 0.4455 | 1.0772 | 1.0379 |
482
+ | 0.3953 | 11.4933 | 862 | 1.0311 | 0.3891 | 1.0311 | 1.0154 |
483
+ | 0.3953 | 11.52 | 864 | 0.9620 | 0.3762 | 0.9620 | 0.9808 |
484
+ | 0.3953 | 11.5467 | 866 | 0.9495 | 0.3902 | 0.9495 | 0.9744 |
485
+ | 0.3953 | 11.5733 | 868 | 0.9604 | 0.3762 | 0.9604 | 0.9800 |
486
+ | 0.3953 | 11.6 | 870 | 0.9821 | 0.4337 | 0.9821 | 0.9910 |
487
+ | 0.3953 | 11.6267 | 872 | 0.9622 | 0.3762 | 0.9622 | 0.9809 |
488
+ | 0.3953 | 11.6533 | 874 | 0.9375 | 0.2991 | 0.9375 | 0.9682 |
489
+ | 0.3953 | 11.68 | 876 | 0.9686 | 0.2665 | 0.9686 | 0.9842 |
490
+ | 0.3953 | 11.7067 | 878 | 0.9748 | 0.2665 | 0.9748 | 0.9873 |
491
+ | 0.3953 | 11.7333 | 880 | 0.9744 | 0.2665 | 0.9744 | 0.9871 |
492
+ | 0.3953 | 11.76 | 882 | 0.9752 | 0.2697 | 0.9752 | 0.9875 |
493
+ | 0.3953 | 11.7867 | 884 | 0.9777 | 0.2697 | 0.9777 | 0.9888 |
494
+
495
+
496
+ ### Framework versions
497
+
498
+ - Transformers 4.44.2
499
+ - Pytorch 2.4.0+cu118
500
+ - Datasets 2.21.0
501
+ - Tokenizers 0.19.1
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