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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task5_organization

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Training in progress, step 500

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  1. README.md +573 -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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k11_task5_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k11_task5_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: 1.0290
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+ - Qwk: 0.2472
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+ - Mse: 1.0290
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+ - Rmse: 1.0144
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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 | 0.0606 | 2 | 3.7517 | -0.0046 | 3.7517 | 1.9369 |
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+ | No log | 0.1212 | 4 | 1.9953 | 0.0631 | 1.9953 | 1.4125 |
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+ | No log | 0.1818 | 6 | 1.2535 | 0.1171 | 1.2535 | 1.1196 |
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+ | No log | 0.2424 | 8 | 1.2123 | 0.2258 | 1.2123 | 1.1010 |
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+ | No log | 0.3030 | 10 | 1.1067 | 0.1693 | 1.1067 | 1.0520 |
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+ | No log | 0.3636 | 12 | 1.0505 | 0.1292 | 1.0506 | 1.0250 |
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+ | No log | 0.4242 | 14 | 1.1175 | 0.1361 | 1.1175 | 1.0571 |
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+ | No log | 0.4848 | 16 | 1.6655 | 0.1154 | 1.6655 | 1.2906 |
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+ | No log | 0.5455 | 18 | 1.5206 | 0.0961 | 1.5206 | 1.2331 |
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+ | No log | 0.6061 | 20 | 1.2118 | 0.1725 | 1.2118 | 1.1008 |
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+ | No log | 0.6667 | 22 | 1.0942 | 0.2489 | 1.0942 | 1.0460 |
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+ | No log | 0.7273 | 24 | 0.9997 | 0.2615 | 0.9997 | 0.9998 |
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+ | No log | 0.7879 | 26 | 1.0341 | 0.3790 | 1.0341 | 1.0169 |
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+ | No log | 0.8485 | 28 | 1.0801 | 0.3294 | 1.0801 | 1.0393 |
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+ | No log | 0.9091 | 30 | 1.2222 | 0.0701 | 1.2222 | 1.1055 |
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+ | No log | 0.9697 | 32 | 1.3532 | 0.0970 | 1.3532 | 1.1633 |
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+ | No log | 1.0303 | 34 | 1.1524 | 0.2070 | 1.1524 | 1.0735 |
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+ | No log | 1.0909 | 36 | 1.0247 | 0.1864 | 1.0247 | 1.0123 |
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+ | No log | 1.1515 | 38 | 1.0625 | 0.2806 | 1.0625 | 1.0308 |
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+ | No log | 1.2121 | 40 | 1.1363 | 0.3069 | 1.1363 | 1.0660 |
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+ | No log | 1.2727 | 42 | 1.1982 | 0.3183 | 1.1982 | 1.0946 |
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+ | No log | 1.3333 | 44 | 1.3672 | 0.1648 | 1.3672 | 1.1693 |
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+ | No log | 1.3939 | 46 | 1.6736 | 0.1190 | 1.6736 | 1.2937 |
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+ | No log | 1.4545 | 48 | 1.8574 | 0.0708 | 1.8574 | 1.3628 |
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+ | No log | 1.5152 | 50 | 1.7575 | 0.1190 | 1.7575 | 1.3257 |
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+ | No log | 1.5758 | 52 | 1.6897 | 0.0927 | 1.6897 | 1.2999 |
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+ | No log | 1.6364 | 54 | 1.4752 | 0.1800 | 1.4752 | 1.2146 |
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+ | No log | 1.6970 | 56 | 1.1887 | 0.1944 | 1.1887 | 1.0903 |
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+ | No log | 1.7576 | 58 | 1.0731 | 0.2376 | 1.0731 | 1.0359 |
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+ | No log | 1.8182 | 60 | 1.0792 | 0.1480 | 1.0792 | 1.0389 |
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+ | No log | 1.8788 | 62 | 1.0976 | 0.1773 | 1.0976 | 1.0477 |
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+ | No log | 1.9394 | 64 | 1.0775 | 0.1987 | 1.0775 | 1.0380 |
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+ | No log | 2.0 | 66 | 1.0685 | 0.1504 | 1.0685 | 1.0337 |
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+ | No log | 2.0606 | 68 | 1.0975 | 0.2400 | 1.0975 | 1.0476 |
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+ | No log | 2.1212 | 70 | 1.1587 | 0.2761 | 1.1587 | 1.0764 |
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+ | No log | 2.1818 | 72 | 1.3847 | 0.1305 | 1.3847 | 1.1767 |
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+ | No log | 2.2424 | 74 | 1.4463 | 0.1273 | 1.4463 | 1.2026 |
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+ | No log | 2.3030 | 76 | 1.4782 | 0.1273 | 1.4782 | 1.2158 |
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+ | No log | 2.3636 | 78 | 1.4158 | 0.2308 | 1.4158 | 1.1899 |
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+ | No log | 2.4242 | 80 | 1.2333 | 0.3095 | 1.2333 | 1.1106 |
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+ | No log | 2.4848 | 82 | 1.2142 | 0.3075 | 1.2142 | 1.1019 |
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+ | No log | 2.5455 | 84 | 1.2827 | 0.2162 | 1.2827 | 1.1326 |
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+ | No log | 2.6061 | 86 | 1.2211 | 0.1990 | 1.2211 | 1.1050 |
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+ | No log | 2.6667 | 88 | 1.1776 | 0.2589 | 1.1776 | 1.0852 |
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+ | No log | 2.7273 | 90 | 1.1380 | 0.3003 | 1.1380 | 1.0668 |
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+ | No log | 2.7879 | 92 | 1.1548 | 0.1481 | 1.1548 | 1.0746 |
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+ | No log | 2.8485 | 94 | 1.5917 | 0.1042 | 1.5917 | 1.2616 |
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+ | No log | 2.9091 | 96 | 1.6454 | 0.1470 | 1.6454 | 1.2827 |
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+ | No log | 2.9697 | 98 | 1.2078 | 0.2180 | 1.2078 | 1.0990 |
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+ | No log | 3.0303 | 100 | 0.9885 | 0.2035 | 0.9885 | 0.9942 |
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+ | No log | 3.0909 | 102 | 0.9792 | 0.2035 | 0.9792 | 0.9895 |
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+ | No log | 3.1515 | 104 | 1.1476 | 0.2514 | 1.1476 | 1.0713 |
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+ | No log | 3.2121 | 106 | 1.6471 | 0.1042 | 1.6471 | 1.2834 |
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+ | No log | 3.2727 | 108 | 1.8499 | 0.1519 | 1.8499 | 1.3601 |
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+ | No log | 3.3333 | 110 | 1.6172 | 0.1158 | 1.6172 | 1.2717 |
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+ | No log | 3.3939 | 112 | 1.1522 | 0.2498 | 1.1522 | 1.0734 |
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+ | No log | 3.4545 | 114 | 1.1715 | 0.1632 | 1.1715 | 1.0824 |
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+ | No log | 3.5152 | 116 | 1.1785 | 0.1960 | 1.1785 | 1.0856 |
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+ | No log | 3.5758 | 118 | 1.2329 | 0.1135 | 1.2329 | 1.1104 |
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+ | No log | 3.6364 | 120 | 1.4807 | -0.1375 | 1.4807 | 1.2168 |
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+ | No log | 3.6970 | 122 | 1.7047 | -0.1006 | 1.7047 | 1.3056 |
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+ | No log | 3.7576 | 124 | 1.6972 | -0.0340 | 1.6972 | 1.3028 |
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+ | No log | 3.8182 | 126 | 1.5546 | 0.0018 | 1.5546 | 1.2469 |
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+ | No log | 3.8788 | 128 | 1.4944 | 0.0402 | 1.4944 | 1.2225 |
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+ | No log | 3.9394 | 130 | 1.6161 | 0.1110 | 1.6161 | 1.2713 |
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+ | No log | 4.0 | 132 | 1.4664 | 0.0988 | 1.4664 | 1.2109 |
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+ | No log | 4.0606 | 134 | 1.1584 | 0.1773 | 1.1584 | 1.0763 |
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+ | No log | 4.1212 | 136 | 1.0825 | 0.2528 | 1.0825 | 1.0404 |
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+ | No log | 4.1818 | 138 | 1.1124 | 0.2528 | 1.1124 | 1.0547 |
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+ | No log | 4.2424 | 140 | 1.2517 | 0.0770 | 1.2517 | 1.1188 |
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+ | No log | 4.3030 | 142 | 1.3858 | 0.0154 | 1.3858 | 1.1772 |
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+ | No log | 4.3636 | 144 | 1.2787 | 0.0041 | 1.2787 | 1.1308 |
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+ | No log | 4.4242 | 146 | 1.1362 | 0.2954 | 1.1362 | 1.0659 |
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+ | No log | 4.4848 | 148 | 1.1207 | 0.2624 | 1.1207 | 1.0586 |
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+ | No log | 4.5455 | 150 | 1.1454 | 0.1994 | 1.1454 | 1.0703 |
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+ | No log | 4.6061 | 152 | 1.1693 | 0.2699 | 1.1693 | 1.0813 |
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+ | No log | 4.6667 | 154 | 1.1987 | 0.2745 | 1.1987 | 1.0949 |
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+ | No log | 4.7273 | 156 | 1.1901 | 0.2122 | 1.1901 | 1.0909 |
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+ | No log | 4.7879 | 158 | 1.3679 | 0.1486 | 1.3679 | 1.1696 |
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+ | No log | 4.8485 | 160 | 1.3965 | 0.1608 | 1.3965 | 1.1817 |
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+ | No log | 4.9091 | 162 | 1.1958 | 0.3038 | 1.1958 | 1.0935 |
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+ | No log | 4.9697 | 164 | 1.1212 | 0.3427 | 1.1212 | 1.0589 |
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+ | No log | 5.0303 | 166 | 1.1377 | 0.3595 | 1.1377 | 1.0666 |
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+ | No log | 5.0909 | 168 | 1.0460 | 0.2878 | 1.0460 | 1.0227 |
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+ | No log | 5.1515 | 170 | 1.1421 | 0.3484 | 1.1421 | 1.0687 |
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+ | No log | 5.2121 | 172 | 1.2226 | 0.3065 | 1.2226 | 1.1057 |
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+ | No log | 5.2727 | 174 | 1.0892 | 0.3243 | 1.0892 | 1.0437 |
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+ | No log | 5.3333 | 176 | 1.1135 | 0.2582 | 1.1135 | 1.0552 |
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+ | No log | 5.3939 | 178 | 1.0805 | 0.3112 | 1.0805 | 1.0395 |
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+ | No log | 5.4545 | 180 | 1.0477 | 0.3455 | 1.0477 | 1.0236 |
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+ | No log | 5.5152 | 182 | 1.0227 | 0.3435 | 1.0227 | 1.0113 |
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+ | No log | 5.5758 | 184 | 1.0180 | 0.3552 | 1.0180 | 1.0090 |
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+ | No log | 5.6364 | 186 | 1.0028 | 0.3914 | 1.0028 | 1.0014 |
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+ | No log | 5.6970 | 188 | 1.0177 | 0.4250 | 1.0177 | 1.0088 |
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+ | No log | 5.7576 | 190 | 1.0166 | 0.4250 | 1.0166 | 1.0083 |
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+ | No log | 5.8182 | 192 | 1.0102 | 0.4419 | 1.0102 | 1.0051 |
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+ | No log | 5.8788 | 194 | 1.0272 | 0.4784 | 1.0272 | 1.0135 |
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+ | No log | 5.9394 | 196 | 1.0796 | 0.3529 | 1.0796 | 1.0390 |
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+ | No log | 6.0 | 198 | 1.0742 | 0.3820 | 1.0742 | 1.0364 |
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+ | No log | 6.0606 | 200 | 1.0520 | 0.3784 | 1.0520 | 1.0257 |
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+ | No log | 6.1212 | 202 | 1.0286 | 0.3215 | 1.0286 | 1.0142 |
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+ | No log | 6.1818 | 204 | 1.0132 | 0.3052 | 1.0132 | 1.0066 |
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+ | No log | 6.2424 | 206 | 1.0164 | 0.3347 | 1.0164 | 1.0082 |
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+ | No log | 6.3030 | 208 | 1.0238 | 0.2835 | 1.0238 | 1.0118 |
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+ | No log | 6.3636 | 210 | 1.0374 | 0.2835 | 1.0374 | 1.0185 |
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+ | No log | 6.4242 | 212 | 1.0679 | 0.2647 | 1.0679 | 1.0334 |
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+ | No log | 6.4848 | 214 | 1.1052 | 0.3614 | 1.1052 | 1.0513 |
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+ | No log | 6.5455 | 216 | 1.1138 | 0.3821 | 1.1138 | 1.0554 |
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+ | No log | 6.6061 | 218 | 1.1576 | 0.3949 | 1.1576 | 1.0759 |
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+ | No log | 6.6667 | 220 | 1.2300 | 0.2912 | 1.2300 | 1.1091 |
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+ | No log | 6.7273 | 222 | 1.2306 | 0.2110 | 1.2306 | 1.1093 |
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+ | No log | 6.7879 | 224 | 1.2119 | 0.3284 | 1.2119 | 1.1009 |
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+ | No log | 6.8485 | 226 | 1.1881 | 0.3284 | 1.1881 | 1.0900 |
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+ | No log | 6.9091 | 228 | 1.1590 | 0.2995 | 1.1590 | 1.0766 |
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+ | No log | 6.9697 | 230 | 1.1530 | 0.2716 | 1.1530 | 1.0738 |
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+ | No log | 7.0303 | 232 | 1.1739 | 0.2739 | 1.1739 | 1.0834 |
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+ | No log | 7.0909 | 234 | 1.1527 | 0.3335 | 1.1527 | 1.0736 |
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+ | No log | 7.1515 | 236 | 1.1657 | 0.3215 | 1.1657 | 1.0797 |
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+ | No log | 7.2121 | 238 | 1.2414 | 0.2802 | 1.2414 | 1.1142 |
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+ | No log | 7.2727 | 240 | 1.2451 | 0.2802 | 1.2451 | 1.1159 |
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+ | No log | 7.3333 | 242 | 1.1942 | 0.2850 | 1.1942 | 1.0928 |
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+ | No log | 7.3939 | 244 | 1.2323 | 0.2263 | 1.2323 | 1.1101 |
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+ | No log | 7.4545 | 246 | 1.2297 | 0.2636 | 1.2297 | 1.1089 |
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+ | No log | 7.5152 | 248 | 1.1772 | 0.3192 | 1.1772 | 1.0850 |
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+ | No log | 7.5758 | 250 | 1.1184 | 0.1953 | 1.1184 | 1.0575 |
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+ | No log | 7.6364 | 252 | 1.1237 | 0.2932 | 1.1237 | 1.0601 |
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+ | No log | 7.6970 | 254 | 1.1818 | 0.2258 | 1.1818 | 1.0871 |
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+ | No log | 7.7576 | 256 | 1.1203 | 0.2577 | 1.1203 | 1.0585 |
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+ | No log | 7.8182 | 258 | 1.1022 | 0.2669 | 1.1022 | 1.0499 |
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+ | No log | 7.8788 | 260 | 1.1240 | 0.2714 | 1.1240 | 1.0602 |
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+ | No log | 7.9394 | 262 | 1.1080 | 0.2692 | 1.1080 | 1.0526 |
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+ | No log | 8.0 | 264 | 1.0862 | 0.2812 | 1.0862 | 1.0422 |
184
+ | No log | 8.0606 | 266 | 1.1004 | 0.3164 | 1.1004 | 1.0490 |
185
+ | No log | 8.1212 | 268 | 1.0890 | 0.2954 | 1.0890 | 1.0436 |
186
+ | No log | 8.1818 | 270 | 1.1155 | 0.2440 | 1.1155 | 1.0562 |
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+ | No log | 8.2424 | 272 | 1.2131 | 0.2535 | 1.2131 | 1.1014 |
188
+ | No log | 8.3030 | 274 | 1.2719 | 0.1355 | 1.2719 | 1.1278 |
189
+ | No log | 8.3636 | 276 | 1.1965 | 0.2535 | 1.1964 | 1.0938 |
190
+ | No log | 8.4242 | 278 | 1.1033 | 0.2078 | 1.1033 | 1.0504 |
191
+ | No log | 8.4848 | 280 | 1.1093 | 0.2812 | 1.1093 | 1.0533 |
192
+ | No log | 8.5455 | 282 | 1.1348 | 0.1911 | 1.1348 | 1.0653 |
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+ | No log | 8.6061 | 284 | 1.2174 | 0.2313 | 1.2174 | 1.1034 |
194
+ | No log | 8.6667 | 286 | 1.2893 | 0.1891 | 1.2893 | 1.1355 |
195
+ | No log | 8.7273 | 288 | 1.2292 | 0.2313 | 1.2292 | 1.1087 |
196
+ | No log | 8.7879 | 290 | 1.1700 | 0.2462 | 1.1700 | 1.0817 |
197
+ | No log | 8.8485 | 292 | 1.1430 | 0.2808 | 1.1430 | 1.0691 |
198
+ | No log | 8.9091 | 294 | 1.1442 | 0.2410 | 1.1442 | 1.0697 |
199
+ | No log | 8.9697 | 296 | 1.2269 | 0.2844 | 1.2269 | 1.1077 |
200
+ | No log | 9.0303 | 298 | 1.2082 | 0.2844 | 1.2082 | 1.0992 |
201
+ | No log | 9.0909 | 300 | 1.1626 | 0.3275 | 1.1626 | 1.0782 |
202
+ | No log | 9.1515 | 302 | 1.1735 | 0.3147 | 1.1735 | 1.0833 |
203
+ | No log | 9.2121 | 304 | 1.1810 | 0.3147 | 1.1810 | 1.0867 |
204
+ | No log | 9.2727 | 306 | 1.1718 | 0.3113 | 1.1718 | 1.0825 |
205
+ | No log | 9.3333 | 308 | 1.1384 | 0.3525 | 1.1384 | 1.0670 |
206
+ | No log | 9.3939 | 310 | 1.0915 | 0.3215 | 1.0915 | 1.0448 |
207
+ | No log | 9.4545 | 312 | 1.0872 | 0.2504 | 1.0872 | 1.0427 |
208
+ | No log | 9.5152 | 314 | 1.1305 | 0.2456 | 1.1305 | 1.0632 |
209
+ | No log | 9.5758 | 316 | 1.1604 | 0.2743 | 1.1604 | 1.0772 |
210
+ | No log | 9.6364 | 318 | 1.1908 | 0.3726 | 1.1908 | 1.0912 |
211
+ | No log | 9.6970 | 320 | 1.2877 | 0.1334 | 1.2877 | 1.1348 |
212
+ | No log | 9.7576 | 322 | 1.2657 | 0.1807 | 1.2657 | 1.1250 |
213
+ | No log | 9.8182 | 324 | 1.0946 | 0.3311 | 1.0946 | 1.0462 |
214
+ | No log | 9.8788 | 326 | 1.0295 | 0.4220 | 1.0295 | 1.0146 |
215
+ | No log | 9.9394 | 328 | 1.1123 | 0.3506 | 1.1123 | 1.0547 |
216
+ | No log | 10.0 | 330 | 1.0900 | 0.3956 | 1.0900 | 1.0440 |
217
+ | No log | 10.0606 | 332 | 0.9916 | 0.3682 | 0.9916 | 0.9958 |
218
+ | No log | 10.1212 | 334 | 1.0400 | 0.3038 | 1.0400 | 1.0198 |
219
+ | No log | 10.1818 | 336 | 1.1631 | 0.1973 | 1.1631 | 1.0785 |
220
+ | No log | 10.2424 | 338 | 1.1685 | 0.2311 | 1.1685 | 1.0810 |
221
+ | No log | 10.3030 | 340 | 1.1431 | 0.3447 | 1.1431 | 1.0692 |
222
+ | No log | 10.3636 | 342 | 1.1953 | 0.3454 | 1.1953 | 1.0933 |
223
+ | No log | 10.4242 | 344 | 1.2933 | 0.2438 | 1.2933 | 1.1373 |
224
+ | No log | 10.4848 | 346 | 1.2532 | 0.2786 | 1.2532 | 1.1194 |
225
+ | No log | 10.5455 | 348 | 1.1777 | 0.3896 | 1.1777 | 1.0852 |
226
+ | No log | 10.6061 | 350 | 1.1633 | 0.1662 | 1.1633 | 1.0785 |
227
+ | No log | 10.6667 | 352 | 1.1616 | 0.1662 | 1.1616 | 1.0778 |
228
+ | No log | 10.7273 | 354 | 1.0983 | 0.3175 | 1.0983 | 1.0480 |
229
+ | No log | 10.7879 | 356 | 1.0490 | 0.3576 | 1.0490 | 1.0242 |
230
+ | No log | 10.8485 | 358 | 1.0214 | 0.3819 | 1.0214 | 1.0107 |
231
+ | No log | 10.9091 | 360 | 1.0179 | 0.3661 | 1.0179 | 1.0089 |
232
+ | No log | 10.9697 | 362 | 1.0287 | 0.3428 | 1.0287 | 1.0143 |
233
+ | No log | 11.0303 | 364 | 0.9940 | 0.3525 | 0.9940 | 0.9970 |
234
+ | No log | 11.0909 | 366 | 1.0047 | 0.4757 | 1.0047 | 1.0023 |
235
+ | No log | 11.1515 | 368 | 1.0332 | 0.4476 | 1.0332 | 1.0165 |
236
+ | No log | 11.2121 | 370 | 1.0311 | 0.4423 | 1.0311 | 1.0154 |
237
+ | No log | 11.2727 | 372 | 1.0387 | 0.3437 | 1.0387 | 1.0192 |
238
+ | No log | 11.3333 | 374 | 1.0319 | 0.3437 | 1.0319 | 1.0158 |
239
+ | No log | 11.3939 | 376 | 1.0228 | 0.4030 | 1.0228 | 1.0113 |
240
+ | No log | 11.4545 | 378 | 1.0088 | 0.4030 | 1.0088 | 1.0044 |
241
+ | No log | 11.5152 | 380 | 0.9983 | 0.2767 | 0.9983 | 0.9991 |
242
+ | No log | 11.5758 | 382 | 0.9965 | 0.3455 | 0.9965 | 0.9982 |
243
+ | No log | 11.6364 | 384 | 1.0038 | 0.3717 | 1.0038 | 1.0019 |
244
+ | No log | 11.6970 | 386 | 1.0022 | 0.3717 | 1.0022 | 1.0011 |
245
+ | No log | 11.7576 | 388 | 1.0160 | 0.2788 | 1.0160 | 1.0080 |
246
+ | No log | 11.8182 | 390 | 1.0302 | 0.2739 | 1.0302 | 1.0150 |
247
+ | No log | 11.8788 | 392 | 1.0047 | 0.3455 | 1.0047 | 1.0023 |
248
+ | No log | 11.9394 | 394 | 1.0291 | 0.2865 | 1.0291 | 1.0144 |
249
+ | No log | 12.0 | 396 | 1.0780 | 0.2721 | 1.0780 | 1.0383 |
250
+ | No log | 12.0606 | 398 | 1.1471 | 0.2263 | 1.1471 | 1.0710 |
251
+ | No log | 12.1212 | 400 | 1.1522 | 0.2401 | 1.1522 | 1.0734 |
252
+ | No log | 12.1818 | 402 | 1.1320 | 0.3237 | 1.1320 | 1.0639 |
253
+ | No log | 12.2424 | 404 | 1.1044 | 0.3358 | 1.1044 | 1.0509 |
254
+ | No log | 12.3030 | 406 | 1.0819 | 0.3070 | 1.0819 | 1.0401 |
255
+ | No log | 12.3636 | 408 | 1.0714 | 0.3070 | 1.0714 | 1.0351 |
256
+ | No log | 12.4242 | 410 | 1.0608 | 0.3347 | 1.0608 | 1.0300 |
257
+ | No log | 12.4848 | 412 | 1.0643 | 0.3576 | 1.0643 | 1.0316 |
258
+ | No log | 12.5455 | 414 | 1.0715 | 0.3744 | 1.0715 | 1.0351 |
259
+ | No log | 12.6061 | 416 | 1.0756 | 0.4128 | 1.0756 | 1.0371 |
260
+ | No log | 12.6667 | 418 | 1.0861 | 0.3038 | 1.0861 | 1.0422 |
261
+ | No log | 12.7273 | 420 | 1.0916 | 0.3175 | 1.0916 | 1.0448 |
262
+ | No log | 12.7879 | 422 | 1.0737 | 0.2835 | 1.0737 | 1.0362 |
263
+ | No log | 12.8485 | 424 | 1.0705 | 0.2954 | 1.0705 | 1.0347 |
264
+ | No log | 12.9091 | 426 | 1.0779 | 0.2976 | 1.0779 | 1.0382 |
265
+ | No log | 12.9697 | 428 | 1.1090 | 0.1680 | 1.1090 | 1.0531 |
266
+ | No log | 13.0303 | 430 | 1.0872 | 0.2127 | 1.0872 | 1.0427 |
267
+ | No log | 13.0909 | 432 | 1.0821 | 0.1653 | 1.0821 | 1.0402 |
268
+ | No log | 13.1515 | 434 | 1.0735 | 0.2302 | 1.0735 | 1.0361 |
269
+ | No log | 13.2121 | 436 | 1.0457 | 0.2164 | 1.0457 | 1.0226 |
270
+ | No log | 13.2727 | 438 | 1.0436 | 0.2164 | 1.0436 | 1.0216 |
271
+ | No log | 13.3333 | 440 | 1.0700 | 0.2325 | 1.0700 | 1.0344 |
272
+ | No log | 13.3939 | 442 | 1.0667 | 0.2850 | 1.0667 | 1.0328 |
273
+ | No log | 13.4545 | 444 | 1.0516 | 0.2761 | 1.0516 | 1.0255 |
274
+ | No log | 13.5152 | 446 | 1.0481 | 0.2761 | 1.0481 | 1.0237 |
275
+ | No log | 13.5758 | 448 | 1.1003 | 0.2530 | 1.1003 | 1.0490 |
276
+ | No log | 13.6364 | 450 | 1.1970 | 0.1745 | 1.1970 | 1.0941 |
277
+ | No log | 13.6970 | 452 | 1.1393 | 0.2168 | 1.1393 | 1.0674 |
278
+ | No log | 13.7576 | 454 | 1.0477 | 0.3215 | 1.0477 | 1.0235 |
279
+ | No log | 13.8182 | 456 | 1.0987 | 0.3350 | 1.0987 | 1.0482 |
280
+ | No log | 13.8788 | 458 | 1.2015 | 0.3773 | 1.2015 | 1.0961 |
281
+ | No log | 13.9394 | 460 | 1.2152 | 0.3773 | 1.2152 | 1.1023 |
282
+ | No log | 14.0 | 462 | 1.1748 | 0.3217 | 1.1748 | 1.0839 |
283
+ | No log | 14.0606 | 464 | 1.1216 | 0.2480 | 1.1216 | 1.0590 |
284
+ | No log | 14.1212 | 466 | 1.1491 | 0.1772 | 1.1491 | 1.0720 |
285
+ | No log | 14.1818 | 468 | 1.1844 | 0.2514 | 1.1844 | 1.0883 |
286
+ | No log | 14.2424 | 470 | 1.1753 | 0.2110 | 1.1753 | 1.0841 |
287
+ | No log | 14.3030 | 472 | 1.1676 | 0.2255 | 1.1676 | 1.0806 |
288
+ | No log | 14.3636 | 474 | 1.1815 | 0.2961 | 1.1815 | 1.0870 |
289
+ | No log | 14.4242 | 476 | 1.1781 | 0.3143 | 1.1781 | 1.0854 |
290
+ | No log | 14.4848 | 478 | 1.1722 | 0.2199 | 1.1722 | 1.0827 |
291
+ | No log | 14.5455 | 480 | 1.2384 | 0.2258 | 1.2384 | 1.1128 |
292
+ | No log | 14.6061 | 482 | 1.3574 | 0.1705 | 1.3574 | 1.1651 |
293
+ | No log | 14.6667 | 484 | 1.3149 | 0.1063 | 1.3149 | 1.1467 |
294
+ | No log | 14.7273 | 486 | 1.1691 | 0.2121 | 1.1691 | 1.0813 |
295
+ | No log | 14.7879 | 488 | 1.1110 | 0.2049 | 1.1110 | 1.0541 |
296
+ | No log | 14.8485 | 490 | 1.1034 | 0.2164 | 1.1034 | 1.0504 |
297
+ | No log | 14.9091 | 492 | 1.0990 | 0.1886 | 1.0990 | 1.0483 |
298
+ | No log | 14.9697 | 494 | 1.0921 | 0.2670 | 1.0921 | 1.0450 |
299
+ | No log | 15.0303 | 496 | 1.0922 | 0.2767 | 1.0922 | 1.0451 |
300
+ | No log | 15.0909 | 498 | 1.0822 | 0.3133 | 1.0822 | 1.0403 |
301
+ | 0.2823 | 15.1515 | 500 | 1.0864 | 0.2625 | 1.0864 | 1.0423 |
302
+ | 0.2823 | 15.2121 | 502 | 1.1349 | 0.2690 | 1.1349 | 1.0653 |
303
+ | 0.2823 | 15.2727 | 504 | 1.1124 | 0.2557 | 1.1124 | 1.0547 |
304
+ | 0.2823 | 15.3333 | 506 | 1.0692 | 0.2780 | 1.0692 | 1.0340 |
305
+ | 0.2823 | 15.3939 | 508 | 1.0357 | 0.2785 | 1.0357 | 1.0177 |
306
+ | 0.2823 | 15.4545 | 510 | 1.0060 | 0.4163 | 1.0060 | 1.0030 |
307
+ | 0.2823 | 15.5152 | 512 | 1.0042 | 0.3992 | 1.0042 | 1.0021 |
308
+ | 0.2823 | 15.5758 | 514 | 0.9701 | 0.4261 | 0.9701 | 0.9850 |
309
+ | 0.2823 | 15.6364 | 516 | 0.9572 | 0.3525 | 0.9572 | 0.9784 |
310
+ | 0.2823 | 15.6970 | 518 | 0.9689 | 0.3525 | 0.9689 | 0.9843 |
311
+ | 0.2823 | 15.7576 | 520 | 0.9686 | 0.3642 | 0.9686 | 0.9842 |
312
+ | 0.2823 | 15.8182 | 522 | 0.9746 | 0.3525 | 0.9746 | 0.9872 |
313
+ | 0.2823 | 15.8788 | 524 | 0.9757 | 0.4014 | 0.9757 | 0.9878 |
314
+ | 0.2823 | 15.9394 | 526 | 0.9759 | 0.3896 | 0.9759 | 0.9879 |
315
+ | 0.2823 | 16.0 | 528 | 0.9673 | 0.3215 | 0.9673 | 0.9835 |
316
+ | 0.2823 | 16.0606 | 530 | 0.9671 | 0.3172 | 0.9671 | 0.9834 |
317
+ | 0.2823 | 16.1212 | 532 | 0.9641 | 0.3465 | 0.9641 | 0.9819 |
318
+ | 0.2823 | 16.1818 | 534 | 0.9580 | 0.3215 | 0.9580 | 0.9788 |
319
+ | 0.2823 | 16.2424 | 536 | 0.9675 | 0.3250 | 0.9675 | 0.9836 |
320
+ | 0.2823 | 16.3030 | 538 | 0.9835 | 0.3398 | 0.9835 | 0.9917 |
321
+ | 0.2823 | 16.3636 | 540 | 1.0042 | 0.3878 | 1.0042 | 1.0021 |
322
+ | 0.2823 | 16.4242 | 542 | 1.0311 | 0.4010 | 1.0311 | 1.0155 |
323
+ | 0.2823 | 16.4848 | 544 | 1.0354 | 0.3706 | 1.0354 | 1.0175 |
324
+ | 0.2823 | 16.5455 | 546 | 1.0360 | 0.3706 | 1.0360 | 1.0179 |
325
+ | 0.2823 | 16.6061 | 548 | 1.0141 | 0.3590 | 1.0141 | 1.0070 |
326
+ | 0.2823 | 16.6667 | 550 | 0.9845 | 0.2812 | 0.9845 | 0.9922 |
327
+ | 0.2823 | 16.7273 | 552 | 1.0050 | 0.2597 | 1.0050 | 1.0025 |
328
+ | 0.2823 | 16.7879 | 554 | 1.0133 | 0.2739 | 1.0133 | 1.0066 |
329
+ | 0.2823 | 16.8485 | 556 | 1.0561 | 0.2761 | 1.0561 | 1.0276 |
330
+ | 0.2823 | 16.9091 | 558 | 1.1215 | 0.2417 | 1.1215 | 1.0590 |
331
+ | 0.2823 | 16.9697 | 560 | 1.1275 | 0.2594 | 1.1275 | 1.0619 |
332
+ | 0.2823 | 17.0303 | 562 | 1.1082 | 0.2485 | 1.1082 | 1.0527 |
333
+ | 0.2823 | 17.0909 | 564 | 1.0852 | 0.3373 | 1.0852 | 1.0417 |
334
+ | 0.2823 | 17.1515 | 566 | 1.0863 | 0.3243 | 1.0863 | 1.0423 |
335
+ | 0.2823 | 17.2121 | 568 | 1.0848 | 0.3373 | 1.0848 | 1.0415 |
336
+ | 0.2823 | 17.2727 | 570 | 1.0691 | 0.3243 | 1.0691 | 1.0340 |
337
+ | 0.2823 | 17.3333 | 572 | 1.0507 | 0.3532 | 1.0507 | 1.0250 |
338
+ | 0.2823 | 17.3939 | 574 | 1.0454 | 0.2785 | 1.0454 | 1.0224 |
339
+ | 0.2823 | 17.4545 | 576 | 1.0814 | 0.2620 | 1.0814 | 1.0399 |
340
+ | 0.2823 | 17.5152 | 578 | 1.1299 | 0.2175 | 1.1299 | 1.0630 |
341
+ | 0.2823 | 17.5758 | 580 | 1.1161 | 0.2577 | 1.1161 | 1.0564 |
342
+ | 0.2823 | 17.6364 | 582 | 1.0654 | 0.2922 | 1.0654 | 1.0322 |
343
+ | 0.2823 | 17.6970 | 584 | 1.0461 | 0.3445 | 1.0461 | 1.0228 |
344
+ | 0.2823 | 17.7576 | 586 | 1.0980 | 0.2887 | 1.0980 | 1.0478 |
345
+ | 0.2823 | 17.8182 | 588 | 1.0935 | 0.2887 | 1.0935 | 1.0457 |
346
+ | 0.2823 | 17.8788 | 590 | 1.0880 | 0.3424 | 1.0880 | 1.0431 |
347
+ | 0.2823 | 17.9394 | 592 | 1.0768 | 0.3129 | 1.0768 | 1.0377 |
348
+ | 0.2823 | 18.0 | 594 | 1.0745 | 0.2995 | 1.0745 | 1.0366 |
349
+ | 0.2823 | 18.0606 | 596 | 1.0706 | 0.2995 | 1.0706 | 1.0347 |
350
+ | 0.2823 | 18.1212 | 598 | 1.0654 | 0.3133 | 1.0654 | 1.0322 |
351
+ | 0.2823 | 18.1818 | 600 | 1.0632 | 0.3169 | 1.0632 | 1.0311 |
352
+ | 0.2823 | 18.2424 | 602 | 1.0628 | 0.3316 | 1.0628 | 1.0309 |
353
+ | 0.2823 | 18.3030 | 604 | 1.0639 | 0.3316 | 1.0639 | 1.0315 |
354
+ | 0.2823 | 18.3636 | 606 | 1.0507 | 0.3035 | 1.0507 | 1.0250 |
355
+ | 0.2823 | 18.4242 | 608 | 1.0475 | 0.3271 | 1.0475 | 1.0235 |
356
+ | 0.2823 | 18.4848 | 610 | 1.0752 | 0.2850 | 1.0752 | 1.0369 |
357
+ | 0.2823 | 18.5455 | 612 | 1.1028 | 0.2455 | 1.1028 | 1.0501 |
358
+ | 0.2823 | 18.6061 | 614 | 1.0794 | 0.2757 | 1.0794 | 1.0389 |
359
+ | 0.2823 | 18.6667 | 616 | 1.0293 | 0.3448 | 1.0293 | 1.0145 |
360
+ | 0.2823 | 18.7273 | 618 | 1.0119 | 0.3169 | 1.0119 | 1.0059 |
361
+ | 0.2823 | 18.7879 | 620 | 1.0099 | 0.2857 | 1.0099 | 1.0049 |
362
+ | 0.2823 | 18.8485 | 622 | 1.0042 | 0.2812 | 1.0042 | 1.0021 |
363
+ | 0.2823 | 18.9091 | 624 | 0.9987 | 0.2812 | 0.9987 | 0.9994 |
364
+ | 0.2823 | 18.9697 | 626 | 1.0111 | 0.3236 | 1.0111 | 1.0055 |
365
+ | 0.2823 | 19.0303 | 628 | 1.0356 | 0.2784 | 1.0356 | 1.0176 |
366
+ | 0.2823 | 19.0909 | 630 | 1.0335 | 0.2784 | 1.0335 | 1.0166 |
367
+ | 0.2823 | 19.1515 | 632 | 1.0337 | 0.2666 | 1.0337 | 1.0167 |
368
+ | 0.2823 | 19.2121 | 634 | 1.0039 | 0.3428 | 1.0039 | 1.0019 |
369
+ | 0.2823 | 19.2727 | 636 | 0.9938 | 0.3525 | 0.9938 | 0.9969 |
370
+ | 0.2823 | 19.3333 | 638 | 0.9898 | 0.3552 | 0.9898 | 0.9949 |
371
+ | 0.2823 | 19.3939 | 640 | 0.9967 | 0.3820 | 0.9967 | 0.9983 |
372
+ | 0.2823 | 19.4545 | 642 | 0.9985 | 0.3820 | 0.9985 | 0.9993 |
373
+ | 0.2823 | 19.5152 | 644 | 0.9965 | 0.3820 | 0.9965 | 0.9982 |
374
+ | 0.2823 | 19.5758 | 646 | 0.9889 | 0.3525 | 0.9889 | 0.9945 |
375
+ | 0.2823 | 19.6364 | 648 | 0.9842 | 0.3215 | 0.9842 | 0.9920 |
376
+ | 0.2823 | 19.6970 | 650 | 0.9909 | 0.3215 | 0.9909 | 0.9954 |
377
+ | 0.2823 | 19.7576 | 652 | 0.9994 | 0.2976 | 0.9994 | 0.9997 |
378
+ | 0.2823 | 19.8182 | 654 | 0.9971 | 0.3215 | 0.9971 | 0.9985 |
379
+ | 0.2823 | 19.8788 | 656 | 1.0015 | 0.3215 | 1.0015 | 1.0007 |
380
+ | 0.2823 | 19.9394 | 658 | 1.0155 | 0.3154 | 1.0155 | 1.0077 |
381
+ | 0.2823 | 20.0 | 660 | 1.0354 | 0.3133 | 1.0354 | 1.0176 |
382
+ | 0.2823 | 20.0606 | 662 | 1.0348 | 0.3485 | 1.0348 | 1.0173 |
383
+ | 0.2823 | 20.1212 | 664 | 1.0248 | 0.3519 | 1.0248 | 1.0123 |
384
+ | 0.2823 | 20.1818 | 666 | 1.0478 | 0.4266 | 1.0478 | 1.0236 |
385
+ | 0.2823 | 20.2424 | 668 | 1.0386 | 0.4023 | 1.0386 | 1.0191 |
386
+ | 0.2823 | 20.3030 | 670 | 1.0131 | 0.3839 | 1.0131 | 1.0065 |
387
+ | 0.2823 | 20.3636 | 672 | 1.0451 | 0.2922 | 1.0451 | 1.0223 |
388
+ | 0.2823 | 20.4242 | 674 | 1.0759 | 0.2714 | 1.0759 | 1.0372 |
389
+ | 0.2823 | 20.4848 | 676 | 1.0328 | 0.3525 | 1.0328 | 1.0163 |
390
+ | 0.2823 | 20.5455 | 678 | 1.0093 | 0.3525 | 1.0093 | 1.0046 |
391
+ | 0.2823 | 20.6061 | 680 | 1.0164 | 0.3485 | 1.0164 | 1.0082 |
392
+ | 0.2823 | 20.6667 | 682 | 1.0092 | 0.3172 | 1.0092 | 1.0046 |
393
+ | 0.2823 | 20.7273 | 684 | 1.0285 | 0.3525 | 1.0285 | 1.0141 |
394
+ | 0.2823 | 20.7879 | 686 | 1.0573 | 0.3525 | 1.0573 | 1.0283 |
395
+ | 0.2823 | 20.8485 | 688 | 1.0689 | 0.2812 | 1.0689 | 1.0339 |
396
+ | 0.2823 | 20.9091 | 690 | 1.0770 | 0.2812 | 1.0770 | 1.0378 |
397
+ | 0.2823 | 20.9697 | 692 | 1.0936 | 0.2835 | 1.0936 | 1.0457 |
398
+ | 0.2823 | 21.0303 | 694 | 1.1196 | 0.2103 | 1.1196 | 1.0581 |
399
+ | 0.2823 | 21.0909 | 696 | 1.1192 | 0.2127 | 1.1192 | 1.0579 |
400
+ | 0.2823 | 21.1515 | 698 | 1.0869 | 0.1961 | 1.0869 | 1.0425 |
401
+ | 0.2823 | 21.2121 | 700 | 1.0767 | 0.2857 | 1.0767 | 1.0376 |
402
+ | 0.2823 | 21.2727 | 702 | 1.0808 | 0.2743 | 1.0808 | 1.0396 |
403
+ | 0.2823 | 21.3333 | 704 | 1.0706 | 0.2857 | 1.0706 | 1.0347 |
404
+ | 0.2823 | 21.3939 | 706 | 1.0787 | 0.2716 | 1.0787 | 1.0386 |
405
+ | 0.2823 | 21.4545 | 708 | 1.1229 | 0.1753 | 1.1229 | 1.0597 |
406
+ | 0.2823 | 21.5152 | 710 | 1.1258 | 0.1753 | 1.1258 | 1.0610 |
407
+ | 0.2823 | 21.5758 | 712 | 1.1250 | 0.1753 | 1.1250 | 1.0606 |
408
+ | 0.2823 | 21.6364 | 714 | 1.0900 | 0.2244 | 1.0900 | 1.0440 |
409
+ | 0.2823 | 21.6970 | 716 | 1.0757 | 0.3250 | 1.0757 | 1.0371 |
410
+ | 0.2823 | 21.7576 | 718 | 1.0956 | 0.3188 | 1.0956 | 1.0467 |
411
+ | 0.2823 | 21.8182 | 720 | 1.1057 | 0.3434 | 1.1057 | 1.0515 |
412
+ | 0.2823 | 21.8788 | 722 | 1.0838 | 0.3583 | 1.0838 | 1.0411 |
413
+ | 0.2823 | 21.9394 | 724 | 1.0715 | 0.3250 | 1.0715 | 1.0351 |
414
+ | 0.2823 | 22.0 | 726 | 1.0858 | 0.2361 | 1.0858 | 1.0420 |
415
+ | 0.2823 | 22.0606 | 728 | 1.0972 | 0.2244 | 1.0972 | 1.0475 |
416
+ | 0.2823 | 22.1212 | 730 | 1.0741 | 0.2244 | 1.0741 | 1.0364 |
417
+ | 0.2823 | 22.1818 | 732 | 1.0472 | 0.2976 | 1.0472 | 1.0233 |
418
+ | 0.2823 | 22.2424 | 734 | 1.0378 | 0.2835 | 1.0378 | 1.0187 |
419
+ | 0.2823 | 22.3030 | 736 | 1.0444 | 0.3117 | 1.0444 | 1.0220 |
420
+ | 0.2823 | 22.3636 | 738 | 1.0682 | 0.2944 | 1.0682 | 1.0335 |
421
+ | 0.2823 | 22.4242 | 740 | 1.0675 | 0.3311 | 1.0675 | 1.0332 |
422
+ | 0.2823 | 22.4848 | 742 | 1.0631 | 0.2998 | 1.0631 | 1.0311 |
423
+ | 0.2823 | 22.5455 | 744 | 1.0655 | 0.3311 | 1.0655 | 1.0322 |
424
+ | 0.2823 | 22.6061 | 746 | 1.0514 | 0.3356 | 1.0514 | 1.0254 |
425
+ | 0.2823 | 22.6667 | 748 | 1.0522 | 0.3194 | 1.0522 | 1.0258 |
426
+ | 0.2823 | 22.7273 | 750 | 1.0525 | 0.3485 | 1.0525 | 1.0259 |
427
+ | 0.2823 | 22.7879 | 752 | 1.0507 | 0.3367 | 1.0507 | 1.0250 |
428
+ | 0.2823 | 22.8485 | 754 | 1.0453 | 0.3859 | 1.0453 | 1.0224 |
429
+ | 0.2823 | 22.9091 | 756 | 1.0357 | 0.3556 | 1.0357 | 1.0177 |
430
+ | 0.2823 | 22.9697 | 758 | 1.0398 | 0.3678 | 1.0398 | 1.0197 |
431
+ | 0.2823 | 23.0303 | 760 | 1.0569 | 0.3728 | 1.0569 | 1.0281 |
432
+ | 0.2823 | 23.0909 | 762 | 1.0352 | 0.3454 | 1.0352 | 1.0175 |
433
+ | 0.2823 | 23.1515 | 764 | 1.0089 | 0.3678 | 1.0089 | 1.0044 |
434
+ | 0.2823 | 23.2121 | 766 | 0.9697 | 0.3556 | 0.9697 | 0.9847 |
435
+ | 0.2823 | 23.2727 | 768 | 0.9555 | 0.3877 | 0.9555 | 0.9775 |
436
+ | 0.2823 | 23.3333 | 770 | 0.9501 | 0.3877 | 0.9501 | 0.9747 |
437
+ | 0.2823 | 23.3939 | 772 | 0.9521 | 0.3117 | 0.9521 | 0.9757 |
438
+ | 0.2823 | 23.4545 | 774 | 0.9518 | 0.3117 | 0.9518 | 0.9756 |
439
+ | 0.2823 | 23.5152 | 776 | 0.9535 | 0.3117 | 0.9535 | 0.9765 |
440
+ | 0.2823 | 23.5758 | 778 | 0.9549 | 0.3117 | 0.9549 | 0.9772 |
441
+ | 0.2823 | 23.6364 | 780 | 0.9645 | 0.3117 | 0.9645 | 0.9821 |
442
+ | 0.2823 | 23.6970 | 782 | 0.9778 | 0.3448 | 0.9778 | 0.9888 |
443
+ | 0.2823 | 23.7576 | 784 | 1.0039 | 0.2986 | 1.0039 | 1.0019 |
444
+ | 0.2823 | 23.8182 | 786 | 0.9906 | 0.3311 | 0.9906 | 0.9953 |
445
+ | 0.2823 | 23.8788 | 788 | 0.9991 | 0.3311 | 0.9991 | 0.9996 |
446
+ | 0.2823 | 23.9394 | 790 | 1.0067 | 0.3311 | 1.0067 | 1.0034 |
447
+ | 0.2823 | 24.0 | 792 | 1.0176 | 0.3196 | 1.0176 | 1.0088 |
448
+ | 0.2823 | 24.0606 | 794 | 1.0042 | 0.3616 | 1.0042 | 1.0021 |
449
+ | 0.2823 | 24.1212 | 796 | 0.9957 | 0.3717 | 0.9957 | 0.9978 |
450
+ | 0.2823 | 24.1818 | 798 | 0.9971 | 0.3737 | 0.9971 | 0.9986 |
451
+ | 0.2823 | 24.2424 | 800 | 1.0187 | 0.3196 | 1.0187 | 1.0093 |
452
+ | 0.2823 | 24.3030 | 802 | 1.0163 | 0.3377 | 1.0163 | 1.0081 |
453
+ | 0.2823 | 24.3636 | 804 | 0.9987 | 0.3858 | 0.9987 | 0.9994 |
454
+ | 0.2823 | 24.4242 | 806 | 0.9986 | 0.3030 | 0.9986 | 0.9993 |
455
+ | 0.2823 | 24.4848 | 808 | 1.0055 | 0.3272 | 1.0055 | 1.0027 |
456
+ | 0.2823 | 24.5455 | 810 | 1.0265 | 0.2986 | 1.0265 | 1.0131 |
457
+ | 0.2823 | 24.6061 | 812 | 1.0199 | 0.3272 | 1.0199 | 1.0099 |
458
+ | 0.2823 | 24.6667 | 814 | 1.0290 | 0.3445 | 1.0290 | 1.0144 |
459
+ | 0.2823 | 24.7273 | 816 | 1.0360 | 0.3326 | 1.0360 | 1.0179 |
460
+ | 0.2823 | 24.7879 | 818 | 1.0540 | 0.4133 | 1.0540 | 1.0267 |
461
+ | 0.2823 | 24.8485 | 820 | 1.0705 | 0.3496 | 1.0705 | 1.0346 |
462
+ | 0.2823 | 24.9091 | 822 | 1.0601 | 0.3996 | 1.0601 | 1.0296 |
463
+ | 0.2823 | 24.9697 | 824 | 1.0586 | 0.3358 | 1.0586 | 1.0289 |
464
+ | 0.2823 | 25.0303 | 826 | 1.0784 | 0.3285 | 1.0784 | 1.0385 |
465
+ | 0.2823 | 25.0909 | 828 | 1.0934 | 0.2986 | 1.0934 | 1.0456 |
466
+ | 0.2823 | 25.1515 | 830 | 1.0458 | 0.3030 | 1.0458 | 1.0226 |
467
+ | 0.2823 | 25.2121 | 832 | 1.0354 | 0.3030 | 1.0354 | 1.0175 |
468
+ | 0.2823 | 25.2727 | 834 | 1.0174 | 0.2718 | 1.0174 | 1.0087 |
469
+ | 0.2823 | 25.3333 | 836 | 1.0149 | 0.2718 | 1.0149 | 1.0074 |
470
+ | 0.2823 | 25.3939 | 838 | 1.0094 | 0.3569 | 1.0094 | 1.0047 |
471
+ | 0.2823 | 25.4545 | 840 | 1.0129 | 0.2812 | 1.0129 | 1.0064 |
472
+ | 0.2823 | 25.5152 | 842 | 1.0096 | 0.3056 | 1.0096 | 1.0048 |
473
+ | 0.2823 | 25.5758 | 844 | 0.9956 | 0.3425 | 0.9956 | 0.9978 |
474
+ | 0.2823 | 25.6364 | 846 | 1.0079 | 0.3030 | 1.0079 | 1.0039 |
475
+ | 0.2823 | 25.6970 | 848 | 1.0145 | 0.3030 | 1.0145 | 1.0072 |
476
+ | 0.2823 | 25.7576 | 850 | 1.0090 | 0.3030 | 1.0090 | 1.0045 |
477
+ | 0.2823 | 25.8182 | 852 | 1.0017 | 0.3134 | 1.0017 | 1.0009 |
478
+ | 0.2823 | 25.8788 | 854 | 1.0028 | 0.3134 | 1.0028 | 1.0014 |
479
+ | 0.2823 | 25.9394 | 856 | 1.0090 | 0.3134 | 1.0090 | 1.0045 |
480
+ | 0.2823 | 26.0 | 858 | 1.0185 | 0.3134 | 1.0185 | 1.0092 |
481
+ | 0.2823 | 26.0606 | 860 | 1.0404 | 0.3151 | 1.0404 | 1.0200 |
482
+ | 0.2823 | 26.1212 | 862 | 1.0529 | 0.3089 | 1.0529 | 1.0261 |
483
+ | 0.2823 | 26.1818 | 864 | 1.0278 | 0.2965 | 1.0278 | 1.0138 |
484
+ | 0.2823 | 26.2424 | 866 | 1.0222 | 0.3071 | 1.0222 | 1.0111 |
485
+ | 0.2823 | 26.3030 | 868 | 1.0202 | 0.3071 | 1.0202 | 1.0101 |
486
+ | 0.2823 | 26.3636 | 870 | 1.0216 | 0.2888 | 1.0216 | 1.0107 |
487
+ | 0.2823 | 26.4242 | 872 | 1.0220 | 0.2765 | 1.0220 | 1.0109 |
488
+ | 0.2823 | 26.4848 | 874 | 1.0182 | 0.2765 | 1.0182 | 1.0091 |
489
+ | 0.2823 | 26.5455 | 876 | 1.0183 | 0.3056 | 1.0183 | 1.0091 |
490
+ | 0.2823 | 26.6061 | 878 | 1.0227 | 0.3200 | 1.0227 | 1.0113 |
491
+ | 0.2823 | 26.6667 | 880 | 1.0159 | 0.3056 | 1.0159 | 1.0079 |
492
+ | 0.2823 | 26.7273 | 882 | 1.0124 | 0.2765 | 1.0124 | 1.0062 |
493
+ | 0.2823 | 26.7879 | 884 | 1.0187 | 0.2718 | 1.0187 | 1.0093 |
494
+ | 0.2823 | 26.8485 | 886 | 1.0493 | 0.3151 | 1.0493 | 1.0243 |
495
+ | 0.2823 | 26.9091 | 888 | 1.0721 | 0.3306 | 1.0721 | 1.0354 |
496
+ | 0.2823 | 26.9697 | 890 | 1.0725 | 0.3306 | 1.0725 | 1.0356 |
497
+ | 0.2823 | 27.0303 | 892 | 1.0357 | 0.3151 | 1.0357 | 1.0177 |
498
+ | 0.2823 | 27.0909 | 894 | 1.0151 | 0.2619 | 1.0151 | 1.0075 |
499
+ | 0.2823 | 27.1515 | 896 | 1.0311 | 0.3222 | 1.0311 | 1.0154 |
500
+ | 0.2823 | 27.2121 | 898 | 1.0368 | 0.3222 | 1.0368 | 1.0183 |
501
+ | 0.2823 | 27.2727 | 900 | 1.0285 | 0.3222 | 1.0285 | 1.0142 |
502
+ | 0.2823 | 27.3333 | 902 | 1.0141 | 0.3056 | 1.0141 | 1.0070 |
503
+ | 0.2823 | 27.3939 | 904 | 1.0122 | 0.3056 | 1.0122 | 1.0061 |
504
+ | 0.2823 | 27.4545 | 906 | 1.0129 | 0.3056 | 1.0129 | 1.0064 |
505
+ | 0.2823 | 27.5152 | 908 | 1.0241 | 0.3056 | 1.0241 | 1.0120 |
506
+ | 0.2823 | 27.5758 | 910 | 1.0268 | 0.3056 | 1.0268 | 1.0133 |
507
+ | 0.2823 | 27.6364 | 912 | 1.0327 | 0.3200 | 1.0327 | 1.0162 |
508
+ | 0.2823 | 27.6970 | 914 | 1.0200 | 0.2911 | 1.0200 | 1.0100 |
509
+ | 0.2823 | 27.7576 | 916 | 1.0171 | 0.3335 | 1.0171 | 1.0085 |
510
+ | 0.2823 | 27.8182 | 918 | 1.0231 | 0.3335 | 1.0231 | 1.0115 |
511
+ | 0.2823 | 27.8788 | 920 | 1.0299 | 0.3335 | 1.0299 | 1.0149 |
512
+ | 0.2823 | 27.9394 | 922 | 1.0373 | 0.2767 | 1.0373 | 1.0185 |
513
+ | 0.2823 | 28.0 | 924 | 1.0382 | 0.3151 | 1.0382 | 1.0189 |
514
+ | 0.2823 | 28.0606 | 926 | 1.0288 | 0.3194 | 1.0288 | 1.0143 |
515
+ | 0.2823 | 28.1212 | 928 | 1.0415 | 0.3056 | 1.0415 | 1.0205 |
516
+ | 0.2823 | 28.1818 | 930 | 1.0567 | 0.2812 | 1.0567 | 1.0280 |
517
+ | 0.2823 | 28.2424 | 932 | 1.0462 | 0.3200 | 1.0462 | 1.0228 |
518
+ | 0.2823 | 28.3030 | 934 | 1.0214 | 0.2888 | 1.0214 | 1.0107 |
519
+ | 0.2823 | 28.3636 | 936 | 1.0244 | 0.2695 | 1.0244 | 1.0121 |
520
+ | 0.2823 | 28.4242 | 938 | 1.0296 | 0.2695 | 1.0296 | 1.0147 |
521
+ | 0.2823 | 28.4848 | 940 | 1.0370 | 0.2888 | 1.0370 | 1.0183 |
522
+ | 0.2823 | 28.5455 | 942 | 1.0470 | 0.2473 | 1.0470 | 1.0232 |
523
+ | 0.2823 | 28.6061 | 944 | 1.0599 | 0.3151 | 1.0599 | 1.0295 |
524
+ | 0.2823 | 28.6667 | 946 | 1.1229 | 0.2919 | 1.1229 | 1.0597 |
525
+ | 0.2823 | 28.7273 | 948 | 1.2109 | 0.1919 | 1.2109 | 1.1004 |
526
+ | 0.2823 | 28.7879 | 950 | 1.2374 | 0.2037 | 1.2374 | 1.1124 |
527
+ | 0.2823 | 28.8485 | 952 | 1.2135 | 0.2037 | 1.2135 | 1.1016 |
528
+ | 0.2823 | 28.9091 | 954 | 1.1550 | 0.1849 | 1.1550 | 1.0747 |
529
+ | 0.2823 | 28.9697 | 956 | 1.0785 | 0.3424 | 1.0785 | 1.0385 |
530
+ | 0.2823 | 29.0303 | 958 | 1.0514 | 0.3424 | 1.0514 | 1.0254 |
531
+ | 0.2823 | 29.0909 | 960 | 1.0223 | 0.3465 | 1.0223 | 1.0111 |
532
+ | 0.2823 | 29.1515 | 962 | 1.0229 | 0.3465 | 1.0229 | 1.0114 |
533
+ | 0.2823 | 29.2121 | 964 | 1.0334 | 0.3465 | 1.0334 | 1.0165 |
534
+ | 0.2823 | 29.2727 | 966 | 1.0457 | 0.3151 | 1.0457 | 1.0226 |
535
+ | 0.2823 | 29.3333 | 968 | 1.0686 | 0.3229 | 1.0686 | 1.0337 |
536
+ | 0.2823 | 29.3939 | 970 | 1.0616 | 0.2919 | 1.0616 | 1.0304 |
537
+ | 0.2823 | 29.4545 | 972 | 1.0377 | 0.3089 | 1.0377 | 1.0187 |
538
+ | 0.2823 | 29.5152 | 974 | 1.0246 | 0.3089 | 1.0246 | 1.0122 |
539
+ | 0.2823 | 29.5758 | 976 | 1.0247 | 0.2942 | 1.0247 | 1.0123 |
540
+ | 0.2823 | 29.6364 | 978 | 1.0278 | 0.2795 | 1.0278 | 1.0138 |
541
+ | 0.2823 | 29.6970 | 980 | 1.0085 | 0.3414 | 1.0085 | 1.0043 |
542
+ | 0.2823 | 29.7576 | 982 | 1.0110 | 0.3091 | 1.0110 | 1.0055 |
543
+ | 0.2823 | 29.8182 | 984 | 1.0453 | 0.3661 | 1.0453 | 1.0224 |
544
+ | 0.2823 | 29.8788 | 986 | 1.0673 | 0.3680 | 1.0673 | 1.0331 |
545
+ | 0.2823 | 29.9394 | 988 | 1.0402 | 0.3661 | 1.0402 | 1.0199 |
546
+ | 0.2823 | 30.0 | 990 | 1.0091 | 0.3465 | 1.0091 | 1.0045 |
547
+ | 0.2823 | 30.0606 | 992 | 1.0672 | 0.3264 | 1.0672 | 1.0331 |
548
+ | 0.2823 | 30.1212 | 994 | 1.1184 | 0.2770 | 1.1184 | 1.0575 |
549
+ | 0.2823 | 30.1818 | 996 | 1.1014 | 0.3085 | 1.1014 | 1.0495 |
550
+ | 0.2823 | 30.2424 | 998 | 1.0284 | 0.2919 | 1.0284 | 1.0141 |
551
+ | 0.0567 | 30.3030 | 1000 | 0.9762 | 0.3293 | 0.9762 | 0.9880 |
552
+ | 0.0567 | 30.3636 | 1002 | 0.9954 | 0.3377 | 0.9954 | 0.9977 |
553
+ | 0.0567 | 30.4242 | 1004 | 1.0125 | 0.3278 | 1.0125 | 1.0062 |
554
+ | 0.0567 | 30.4848 | 1006 | 1.0046 | 0.3661 | 1.0046 | 1.0023 |
555
+ | 0.0567 | 30.5455 | 1008 | 1.0040 | 0.3661 | 1.0040 | 1.0020 |
556
+ | 0.0567 | 30.6061 | 1010 | 1.0132 | 0.3661 | 1.0132 | 1.0066 |
557
+ | 0.0567 | 30.6667 | 1012 | 0.9943 | 0.3661 | 0.9943 | 0.9971 |
558
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559
+ | 0.0567 | 30.7879 | 1016 | 0.9658 | 0.3576 | 0.9658 | 0.9828 |
560
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561
+ | 0.0567 | 30.9091 | 1020 | 0.9566 | 0.3280 | 0.9566 | 0.9781 |
562
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563
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564
+ | 0.0567 | 31.0909 | 1026 | 1.0024 | 0.2713 | 1.0024 | 1.0012 |
565
+ | 0.0567 | 31.1515 | 1028 | 1.0290 | 0.2472 | 1.0290 | 1.0144 |
566
+
567
+
568
+ ### Framework versions
569
+
570
+ - Transformers 4.44.2
571
+ - Pytorch 2.4.0+cu118
572
+ - Datasets 2.21.0
573
+ - Tokenizers 0.19.1
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