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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task2_organization

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Training in progress, step 500

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  1. README.md +569 -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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_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: 1.2506
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+ - Qwk: 0.0954
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+ - Mse: 1.2506
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+ - Rmse: 1.1183
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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 | 0.0455 | 2 | 4.6479 | -0.0020 | 4.6479 | 2.1559 |
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+ | No log | 0.0909 | 4 | 2.8042 | 0.0066 | 2.8042 | 1.6746 |
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+ | No log | 0.1364 | 6 | 2.5629 | -0.0566 | 2.5629 | 1.6009 |
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+ | No log | 0.1818 | 8 | 1.6482 | -0.1009 | 1.6482 | 1.2838 |
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+ | No log | 0.2273 | 10 | 1.2385 | 0.1110 | 1.2385 | 1.1129 |
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+ | No log | 0.2727 | 12 | 1.2391 | 0.1812 | 1.2391 | 1.1131 |
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+ | No log | 0.3182 | 14 | 1.3528 | 0.0319 | 1.3528 | 1.1631 |
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+ | No log | 0.3636 | 16 | 1.1979 | 0.1693 | 1.1979 | 1.0945 |
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+ | No log | 0.4091 | 18 | 1.1695 | 0.1952 | 1.1695 | 1.0814 |
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+ | No log | 0.4545 | 20 | 1.1638 | 0.2520 | 1.1638 | 1.0788 |
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+ | No log | 0.5 | 22 | 1.1670 | 0.2097 | 1.1670 | 1.0803 |
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+ | No log | 0.5455 | 24 | 1.1760 | 0.1732 | 1.1760 | 1.0844 |
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+ | No log | 0.5909 | 26 | 1.1952 | 0.2424 | 1.1952 | 1.0933 |
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+ | No log | 0.6364 | 28 | 1.2331 | 0.1733 | 1.2331 | 1.1104 |
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+ | No log | 0.6818 | 30 | 1.3394 | 0.1045 | 1.3394 | 1.1573 |
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+ | No log | 0.7273 | 32 | 1.3618 | 0.0537 | 1.3618 | 1.1670 |
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+ | No log | 0.7727 | 34 | 1.3753 | 0.0688 | 1.3753 | 1.1727 |
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+ | No log | 0.8182 | 36 | 1.1898 | 0.2168 | 1.1898 | 1.0908 |
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+ | No log | 0.8636 | 38 | 1.2015 | 0.1482 | 1.2015 | 1.0961 |
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+ | No log | 0.9091 | 40 | 1.3730 | 0.0353 | 1.3730 | 1.1718 |
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+ | No log | 0.9545 | 42 | 1.3862 | 0.0454 | 1.3862 | 1.1774 |
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+ | No log | 1.0 | 44 | 1.2831 | 0.0353 | 1.2831 | 1.1327 |
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+ | No log | 1.0455 | 46 | 1.1516 | 0.1546 | 1.1516 | 1.0731 |
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+ | No log | 1.0909 | 48 | 1.2090 | 0.2245 | 1.2090 | 1.0996 |
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+ | No log | 1.1364 | 50 | 1.3225 | 0.1639 | 1.3225 | 1.1500 |
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+ | No log | 1.1818 | 52 | 1.1874 | 0.2342 | 1.1874 | 1.0897 |
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+ | No log | 1.2273 | 54 | 1.1035 | 0.2938 | 1.1035 | 1.0505 |
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+ | No log | 1.2727 | 56 | 1.0858 | 0.3145 | 1.0858 | 1.0420 |
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+ | No log | 1.3182 | 58 | 1.1582 | 0.2072 | 1.1582 | 1.0762 |
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+ | No log | 1.3636 | 60 | 1.2732 | 0.2381 | 1.2732 | 1.1284 |
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+ | No log | 1.4091 | 62 | 1.2238 | 0.2298 | 1.2238 | 1.1063 |
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+ | No log | 1.4545 | 64 | 1.1223 | 0.2800 | 1.1223 | 1.0594 |
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+ | No log | 1.5 | 66 | 1.0874 | 0.3715 | 1.0874 | 1.0428 |
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+ | No log | 1.5455 | 68 | 1.1541 | 0.3191 | 1.1541 | 1.0743 |
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+ | No log | 1.5909 | 70 | 1.3220 | 0.3411 | 1.3220 | 1.1498 |
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+ | No log | 1.6364 | 72 | 1.4302 | 0.3118 | 1.4302 | 1.1959 |
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+ | No log | 1.6818 | 74 | 1.4971 | 0.2644 | 1.4971 | 1.2236 |
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+ | No log | 1.7273 | 76 | 1.3124 | 0.3595 | 1.3124 | 1.1456 |
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+ | No log | 1.7727 | 78 | 1.0845 | 0.3282 | 1.0845 | 1.0414 |
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+ | No log | 1.8182 | 80 | 1.0993 | 0.2258 | 1.0993 | 1.0485 |
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+ | No log | 1.8636 | 82 | 1.1282 | 0.2594 | 1.1282 | 1.0622 |
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+ | No log | 1.9091 | 84 | 1.3970 | 0.3752 | 1.3970 | 1.1820 |
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+ | No log | 1.9545 | 86 | 1.4414 | 0.3752 | 1.4414 | 1.2006 |
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+ | No log | 2.0 | 88 | 1.4246 | 0.3818 | 1.4246 | 1.1936 |
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+ | No log | 2.0455 | 90 | 1.1502 | 0.2515 | 1.1502 | 1.0725 |
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+ | No log | 2.0909 | 92 | 1.1577 | 0.2558 | 1.1577 | 1.0760 |
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+ | No log | 2.1364 | 94 | 1.1169 | 0.2144 | 1.1169 | 1.0569 |
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+ | No log | 2.1818 | 96 | 1.1624 | 0.2275 | 1.1624 | 1.0781 |
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+ | No log | 2.2273 | 98 | 1.2291 | 0.3316 | 1.2291 | 1.1087 |
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+ | No log | 2.2727 | 100 | 1.1226 | 0.2313 | 1.1226 | 1.0595 |
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+ | No log | 2.3182 | 102 | 1.0003 | 0.2640 | 1.0003 | 1.0001 |
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+ | No log | 2.3636 | 104 | 0.9554 | 0.3796 | 0.9554 | 0.9774 |
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+ | No log | 2.4091 | 106 | 1.1392 | 0.2958 | 1.1392 | 1.0673 |
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+ | No log | 2.4545 | 108 | 1.7763 | 0.2289 | 1.7763 | 1.3328 |
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+ | No log | 2.5 | 110 | 1.9624 | 0.0846 | 1.9624 | 1.4008 |
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+ | No log | 2.5455 | 112 | 1.7964 | 0.1918 | 1.7964 | 1.3403 |
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+ | No log | 2.5909 | 114 | 1.2375 | 0.3537 | 1.2375 | 1.1124 |
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+ | No log | 2.6364 | 116 | 1.0387 | 0.3684 | 1.0387 | 1.0192 |
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+ | No log | 2.6818 | 118 | 1.0445 | 0.4002 | 1.0445 | 1.0220 |
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+ | No log | 2.7273 | 120 | 1.1255 | 0.2375 | 1.1255 | 1.0609 |
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+ | No log | 2.7727 | 122 | 1.2989 | 0.2559 | 1.2989 | 1.1397 |
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+ | No log | 2.8182 | 124 | 1.2847 | 0.2589 | 1.2847 | 1.1335 |
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+ | No log | 2.8636 | 126 | 1.1646 | 0.2791 | 1.1646 | 1.0792 |
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+ | No log | 2.9091 | 128 | 1.2437 | 0.2663 | 1.2437 | 1.1152 |
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+ | No log | 2.9545 | 130 | 1.2249 | 0.2918 | 1.2249 | 1.1068 |
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+ | No log | 3.0 | 132 | 1.2493 | 0.3232 | 1.2493 | 1.1177 |
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+ | No log | 3.0455 | 134 | 1.4952 | 0.3510 | 1.4952 | 1.2228 |
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+ | No log | 3.0909 | 136 | 1.5685 | 0.3345 | 1.5685 | 1.2524 |
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+ | No log | 3.1364 | 138 | 1.4607 | 0.3238 | 1.4607 | 1.2086 |
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+ | No log | 3.1818 | 140 | 1.2771 | 0.1703 | 1.2771 | 1.1301 |
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+ | No log | 3.2273 | 142 | 1.1157 | 0.1211 | 1.1157 | 1.0563 |
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+ | No log | 3.2727 | 144 | 1.0823 | 0.2142 | 1.0823 | 1.0403 |
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+ | No log | 3.3182 | 146 | 1.1582 | 0.0700 | 1.1582 | 1.0762 |
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+ | No log | 3.3636 | 148 | 1.2924 | 0.0607 | 1.2924 | 1.1369 |
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+ | No log | 3.4091 | 150 | 1.3087 | 0.2046 | 1.3087 | 1.1440 |
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+ | No log | 3.4545 | 152 | 1.2936 | 0.2046 | 1.2936 | 1.1373 |
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+ | No log | 3.5 | 154 | 1.2619 | 0.2367 | 1.2619 | 1.1233 |
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+ | No log | 3.5455 | 156 | 1.1976 | 0.2542 | 1.1976 | 1.0943 |
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+ | No log | 3.5909 | 158 | 1.3165 | 0.3136 | 1.3165 | 1.1474 |
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+ | No log | 3.6364 | 160 | 1.2762 | 0.2693 | 1.2762 | 1.1297 |
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+ | No log | 3.6818 | 162 | 1.1117 | 0.1658 | 1.1117 | 1.0544 |
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+ | No log | 3.7273 | 164 | 0.9964 | 0.2539 | 0.9964 | 0.9982 |
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+ | No log | 3.7727 | 166 | 1.0239 | 0.1466 | 1.0239 | 1.0119 |
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+ | No log | 3.8182 | 168 | 1.2053 | 0.2693 | 1.2053 | 1.0979 |
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+ | No log | 3.8636 | 170 | 1.4094 | 0.2945 | 1.4094 | 1.1872 |
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+ | No log | 3.9091 | 172 | 1.5210 | 0.3167 | 1.5210 | 1.2333 |
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+ | No log | 3.9545 | 174 | 1.4240 | 0.2945 | 1.4240 | 1.1933 |
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+ | No log | 4.0 | 176 | 1.2056 | 0.2664 | 1.2056 | 1.0980 |
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+ | No log | 4.0455 | 178 | 1.0939 | 0.2810 | 1.0939 | 1.0459 |
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+ | No log | 4.0909 | 180 | 1.1118 | 0.2904 | 1.1118 | 1.0544 |
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+ | No log | 4.1364 | 182 | 1.2875 | 0.2341 | 1.2875 | 1.1347 |
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+ | No log | 4.1818 | 184 | 1.4998 | 0.2851 | 1.4998 | 1.2247 |
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+ | No log | 4.2273 | 186 | 1.4790 | 0.2851 | 1.4790 | 1.2161 |
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+ | No log | 4.2727 | 188 | 1.3089 | 0.2959 | 1.3089 | 1.1441 |
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+ | No log | 4.3182 | 190 | 1.1265 | 0.2343 | 1.1265 | 1.0614 |
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+ | No log | 4.3636 | 192 | 1.1536 | 0.2665 | 1.1536 | 1.0741 |
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+ | No log | 4.4091 | 194 | 1.2735 | 0.2410 | 1.2735 | 1.1285 |
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+ | No log | 4.4545 | 196 | 1.2496 | 0.2817 | 1.2496 | 1.1179 |
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+ | No log | 4.5 | 198 | 1.1933 | 0.2864 | 1.1933 | 1.0924 |
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+ | No log | 4.5455 | 200 | 1.1123 | 0.2466 | 1.1123 | 1.0547 |
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+ | No log | 4.5909 | 202 | 1.1488 | 0.2727 | 1.1488 | 1.0718 |
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+ | No log | 4.6364 | 204 | 1.3118 | 0.2445 | 1.3118 | 1.1453 |
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+ | No log | 4.6818 | 206 | 1.2825 | 0.1935 | 1.2825 | 1.1325 |
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+ | No log | 4.7273 | 208 | 1.2654 | 0.1935 | 1.2654 | 1.1249 |
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+ | No log | 4.7727 | 210 | 1.2386 | 0.1989 | 1.2386 | 1.1129 |
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+ | No log | 4.8182 | 212 | 1.2787 | 0.1989 | 1.2787 | 1.1308 |
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+ | No log | 4.8636 | 214 | 1.3166 | 0.1989 | 1.3166 | 1.1474 |
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+ | No log | 4.9091 | 216 | 1.5623 | 0.2900 | 1.5623 | 1.2499 |
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+ | No log | 4.9545 | 218 | 1.6007 | 0.2900 | 1.6007 | 1.2652 |
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+ | No log | 5.0 | 220 | 1.3766 | 0.2494 | 1.3766 | 1.1733 |
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+ | No log | 5.0455 | 222 | 1.2069 | 0.1466 | 1.2069 | 1.0986 |
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+ | No log | 5.0909 | 224 | 1.1461 | 0.1528 | 1.1461 | 1.0705 |
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+ | No log | 5.1364 | 226 | 1.1470 | 0.2206 | 1.1470 | 1.0710 |
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+ | No log | 5.1818 | 228 | 1.3626 | 0.2857 | 1.3626 | 1.1673 |
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+ | No log | 5.2273 | 230 | 1.5092 | 0.3615 | 1.5092 | 1.2285 |
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+ | No log | 5.2727 | 232 | 1.4242 | 0.3377 | 1.4242 | 1.1934 |
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+ | No log | 5.3182 | 234 | 1.2881 | 0.2833 | 1.2881 | 1.1349 |
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+ | No log | 5.3636 | 236 | 1.2558 | 0.2503 | 1.2558 | 1.1206 |
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+ | No log | 5.4091 | 238 | 1.3178 | 0.3004 | 1.3178 | 1.1480 |
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+ | No log | 5.4545 | 240 | 1.5798 | 0.3099 | 1.5798 | 1.2569 |
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+ | No log | 5.5 | 242 | 1.5689 | 0.3157 | 1.5689 | 1.2526 |
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+ | No log | 5.5455 | 244 | 1.3981 | 0.2736 | 1.3981 | 1.1824 |
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+ | No log | 5.5909 | 246 | 1.2006 | 0.1345 | 1.2006 | 1.0957 |
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+ | No log | 5.6364 | 248 | 1.1577 | 0.0780 | 1.1577 | 1.0760 |
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+ | No log | 5.6818 | 250 | 1.2496 | 0.1536 | 1.2496 | 1.1179 |
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+ | No log | 5.7273 | 252 | 1.3314 | 0.1345 | 1.3314 | 1.1539 |
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+ | No log | 5.7727 | 254 | 1.3340 | 0.2736 | 1.3340 | 1.1550 |
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+ | No log | 5.8182 | 256 | 1.5176 | 0.3331 | 1.5176 | 1.2319 |
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+ | No log | 5.8636 | 258 | 1.5019 | 0.3317 | 1.5019 | 1.2255 |
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+ | No log | 5.9091 | 260 | 1.4378 | 0.3392 | 1.4378 | 1.1991 |
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+ | No log | 5.9545 | 262 | 1.2622 | 0.3094 | 1.2622 | 1.1235 |
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+ | No log | 6.0 | 264 | 1.2115 | 0.1903 | 1.2115 | 1.1007 |
184
+ | No log | 6.0455 | 266 | 1.0938 | 0.0721 | 1.0938 | 1.0458 |
185
+ | No log | 6.0909 | 268 | 1.0862 | 0.0810 | 1.0862 | 1.0422 |
186
+ | No log | 6.1364 | 270 | 1.1363 | 0.1211 | 1.1363 | 1.0660 |
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+ | No log | 6.1818 | 272 | 1.2379 | 0.0980 | 1.2379 | 1.1126 |
188
+ | No log | 6.2273 | 274 | 1.3205 | 0.1894 | 1.3205 | 1.1491 |
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+ | No log | 6.2727 | 276 | 1.5085 | 0.2660 | 1.5085 | 1.2282 |
190
+ | No log | 6.3182 | 278 | 1.7000 | 0.3063 | 1.7000 | 1.3038 |
191
+ | No log | 6.3636 | 280 | 1.7621 | 0.2803 | 1.7621 | 1.3275 |
192
+ | No log | 6.4091 | 282 | 1.7343 | 0.3093 | 1.7343 | 1.3169 |
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+ | No log | 6.4545 | 284 | 1.6135 | 0.3173 | 1.6135 | 1.2703 |
194
+ | No log | 6.5 | 286 | 1.3652 | 0.2647 | 1.3652 | 1.1684 |
195
+ | No log | 6.5455 | 288 | 1.1689 | 0.1761 | 1.1689 | 1.0811 |
196
+ | No log | 6.5909 | 290 | 1.1965 | 0.1761 | 1.1965 | 1.0938 |
197
+ | No log | 6.6364 | 292 | 1.2878 | 0.1217 | 1.2878 | 1.1348 |
198
+ | No log | 6.6818 | 294 | 1.3170 | 0.0887 | 1.3170 | 1.1476 |
199
+ | No log | 6.7273 | 296 | 1.3698 | 0.0887 | 1.3698 | 1.1704 |
200
+ | No log | 6.7727 | 298 | 1.3433 | 0.0887 | 1.3433 | 1.1590 |
201
+ | No log | 6.8182 | 300 | 1.1913 | 0.1315 | 1.1913 | 1.0915 |
202
+ | No log | 6.8636 | 302 | 1.1403 | 0.1761 | 1.1403 | 1.0678 |
203
+ | No log | 6.9091 | 304 | 1.1853 | 0.1755 | 1.1853 | 1.0887 |
204
+ | No log | 6.9545 | 306 | 1.4325 | 0.2839 | 1.4325 | 1.1969 |
205
+ | No log | 7.0 | 308 | 1.8411 | 0.2632 | 1.8411 | 1.3569 |
206
+ | No log | 7.0455 | 310 | 1.9424 | 0.1814 | 1.9424 | 1.3937 |
207
+ | No log | 7.0909 | 312 | 1.7719 | 0.3205 | 1.7719 | 1.3311 |
208
+ | No log | 7.1364 | 314 | 1.4343 | 0.2985 | 1.4343 | 1.1976 |
209
+ | No log | 7.1818 | 316 | 1.3151 | 0.1850 | 1.3151 | 1.1468 |
210
+ | No log | 7.2273 | 318 | 1.3116 | 0.1316 | 1.3116 | 1.1452 |
211
+ | No log | 7.2727 | 320 | 1.3142 | 0.1316 | 1.3142 | 1.1464 |
212
+ | No log | 7.3182 | 322 | 1.3150 | 0.1316 | 1.3150 | 1.1467 |
213
+ | No log | 7.3636 | 324 | 1.3344 | 0.1894 | 1.3344 | 1.1552 |
214
+ | No log | 7.4091 | 326 | 1.2472 | 0.1896 | 1.2472 | 1.1168 |
215
+ | No log | 7.4545 | 328 | 1.1957 | 0.2173 | 1.1957 | 1.0935 |
216
+ | No log | 7.5 | 330 | 1.3697 | 0.2863 | 1.3697 | 1.1704 |
217
+ | No log | 7.5455 | 332 | 1.4841 | 0.3317 | 1.4841 | 1.2182 |
218
+ | No log | 7.5909 | 334 | 1.4507 | 0.3317 | 1.4507 | 1.2045 |
219
+ | No log | 7.6364 | 336 | 1.3030 | 0.2798 | 1.3030 | 1.1415 |
220
+ | No log | 7.6818 | 338 | 1.2536 | 0.3108 | 1.2536 | 1.1197 |
221
+ | No log | 7.7273 | 340 | 1.3010 | 0.3003 | 1.3010 | 1.1406 |
222
+ | No log | 7.7727 | 342 | 1.2569 | 0.1596 | 1.2569 | 1.1211 |
223
+ | No log | 7.8182 | 344 | 1.3032 | 0.1596 | 1.3032 | 1.1416 |
224
+ | No log | 7.8636 | 346 | 1.4332 | 0.2238 | 1.4332 | 1.1972 |
225
+ | No log | 7.9091 | 348 | 1.4627 | 0.2131 | 1.4627 | 1.2094 |
226
+ | No log | 7.9545 | 350 | 1.3374 | 0.1596 | 1.3374 | 1.1565 |
227
+ | No log | 8.0 | 352 | 1.2706 | 0.1405 | 1.2706 | 1.1272 |
228
+ | No log | 8.0455 | 354 | 1.3552 | 0.1500 | 1.3552 | 1.1641 |
229
+ | No log | 8.0909 | 356 | 1.4887 | 0.1191 | 1.4887 | 1.2201 |
230
+ | No log | 8.1364 | 358 | 1.6191 | 0.2331 | 1.6191 | 1.2724 |
231
+ | No log | 8.1818 | 360 | 1.5424 | 0.1655 | 1.5424 | 1.2419 |
232
+ | No log | 8.2273 | 362 | 1.3957 | 0.1692 | 1.3957 | 1.1814 |
233
+ | No log | 8.2727 | 364 | 1.4124 | 0.1692 | 1.4124 | 1.1884 |
234
+ | No log | 8.3182 | 366 | 1.4348 | 0.1692 | 1.4348 | 1.1978 |
235
+ | No log | 8.3636 | 368 | 1.5931 | 0.1498 | 1.5931 | 1.2622 |
236
+ | No log | 8.4091 | 370 | 1.8508 | 0.1678 | 1.8508 | 1.3604 |
237
+ | No log | 8.4545 | 372 | 1.8897 | 0.1713 | 1.8897 | 1.3746 |
238
+ | No log | 8.5 | 374 | 1.6983 | 0.2378 | 1.6983 | 1.3032 |
239
+ | No log | 8.5455 | 376 | 1.5115 | 0.1533 | 1.5115 | 1.2294 |
240
+ | No log | 8.5909 | 378 | 1.4022 | 0.1220 | 1.4022 | 1.1841 |
241
+ | No log | 8.6364 | 380 | 1.4556 | 0.1371 | 1.4556 | 1.2065 |
242
+ | No log | 8.6818 | 382 | 1.3728 | 0.1379 | 1.3728 | 1.1717 |
243
+ | No log | 8.7273 | 384 | 1.2615 | 0.0486 | 1.2615 | 1.1231 |
244
+ | No log | 8.7727 | 386 | 1.2430 | 0.0849 | 1.2430 | 1.1149 |
245
+ | No log | 8.8182 | 388 | 1.3282 | 0.1477 | 1.3282 | 1.1525 |
246
+ | No log | 8.8636 | 390 | 1.5823 | 0.1971 | 1.5823 | 1.2579 |
247
+ | No log | 8.9091 | 392 | 1.7739 | 0.1917 | 1.7739 | 1.3319 |
248
+ | No log | 8.9545 | 394 | 1.7180 | 0.2230 | 1.7180 | 1.3107 |
249
+ | No log | 9.0 | 396 | 1.5035 | 0.2377 | 1.5035 | 1.2262 |
250
+ | No log | 9.0455 | 398 | 1.4092 | 0.2377 | 1.4092 | 1.1871 |
251
+ | No log | 9.0909 | 400 | 1.4299 | 0.2377 | 1.4299 | 1.1958 |
252
+ | No log | 9.1364 | 402 | 1.5181 | 0.2228 | 1.5181 | 1.2321 |
253
+ | No log | 9.1818 | 404 | 1.5641 | 0.2228 | 1.5641 | 1.2506 |
254
+ | No log | 9.2273 | 406 | 1.4337 | 0.2479 | 1.4337 | 1.1974 |
255
+ | No log | 9.2727 | 408 | 1.2748 | 0.1894 | 1.2748 | 1.1291 |
256
+ | No log | 9.3182 | 410 | 1.1678 | 0.1479 | 1.1678 | 1.0806 |
257
+ | No log | 9.3636 | 412 | 1.1483 | 0.1379 | 1.1483 | 1.0716 |
258
+ | No log | 9.4091 | 414 | 1.1560 | 0.1850 | 1.1560 | 1.0752 |
259
+ | No log | 9.4545 | 416 | 1.2852 | 0.3348 | 1.2852 | 1.1337 |
260
+ | No log | 9.5 | 418 | 1.2962 | 0.3261 | 1.2962 | 1.1385 |
261
+ | No log | 9.5455 | 420 | 1.2357 | 0.2889 | 1.2357 | 1.1116 |
262
+ | No log | 9.5909 | 422 | 1.0937 | 0.1310 | 1.0937 | 1.0458 |
263
+ | No log | 9.6364 | 424 | 1.0444 | 0.1406 | 1.0444 | 1.0220 |
264
+ | No log | 9.6818 | 426 | 1.0441 | 0.1406 | 1.0441 | 1.0218 |
265
+ | No log | 9.7273 | 428 | 1.0909 | 0.0916 | 1.0909 | 1.0445 |
266
+ | No log | 9.7727 | 430 | 1.1896 | 0.1894 | 1.1896 | 1.0907 |
267
+ | No log | 9.8182 | 432 | 1.3930 | 0.2876 | 1.3930 | 1.1803 |
268
+ | No log | 9.8636 | 434 | 1.4194 | 0.3111 | 1.4194 | 1.1914 |
269
+ | No log | 9.9091 | 436 | 1.3412 | 0.2631 | 1.3412 | 1.1581 |
270
+ | No log | 9.9545 | 438 | 1.1500 | 0.1379 | 1.1500 | 1.0724 |
271
+ | No log | 10.0 | 440 | 1.0839 | 0.1969 | 1.0839 | 1.0411 |
272
+ | No log | 10.0455 | 442 | 1.0738 | 0.1667 | 1.0738 | 1.0362 |
273
+ | No log | 10.0909 | 444 | 1.1381 | 0.1602 | 1.1381 | 1.0668 |
274
+ | No log | 10.1364 | 446 | 1.3038 | 0.2895 | 1.3038 | 1.1418 |
275
+ | No log | 10.1818 | 448 | 1.4825 | 0.3201 | 1.4825 | 1.2176 |
276
+ | No log | 10.2273 | 450 | 1.4062 | 0.3462 | 1.4062 | 1.1858 |
277
+ | No log | 10.2727 | 452 | 1.3337 | 0.2982 | 1.3337 | 1.1549 |
278
+ | No log | 10.3182 | 454 | 1.1680 | 0.2000 | 1.1680 | 1.0807 |
279
+ | No log | 10.3636 | 456 | 1.0982 | 0.1504 | 1.0982 | 1.0480 |
280
+ | No log | 10.4091 | 458 | 1.1057 | 0.1344 | 1.1057 | 1.0515 |
281
+ | No log | 10.4545 | 460 | 1.1734 | 0.2056 | 1.1734 | 1.0833 |
282
+ | No log | 10.5 | 462 | 1.3205 | 0.2479 | 1.3205 | 1.1491 |
283
+ | No log | 10.5455 | 464 | 1.5385 | 0.3600 | 1.5385 | 1.2404 |
284
+ | No log | 10.5909 | 466 | 1.5619 | 0.3600 | 1.5619 | 1.2498 |
285
+ | No log | 10.6364 | 468 | 1.4394 | 0.2444 | 1.4394 | 1.1997 |
286
+ | No log | 10.6818 | 470 | 1.2428 | 0.2000 | 1.2428 | 1.1148 |
287
+ | No log | 10.7273 | 472 | 1.0790 | 0.1242 | 1.0790 | 1.0388 |
288
+ | No log | 10.7727 | 474 | 1.0550 | 0.1995 | 1.0550 | 1.0271 |
289
+ | No log | 10.8182 | 476 | 1.0713 | 0.1671 | 1.0713 | 1.0350 |
290
+ | No log | 10.8636 | 478 | 1.1511 | 0.0771 | 1.1511 | 1.0729 |
291
+ | No log | 10.9091 | 480 | 1.3155 | 0.0098 | 1.3155 | 1.1469 |
292
+ | No log | 10.9545 | 482 | 1.4640 | 0.1126 | 1.4640 | 1.2100 |
293
+ | No log | 11.0 | 484 | 1.5762 | 0.1364 | 1.5762 | 1.2555 |
294
+ | No log | 11.0455 | 486 | 1.5690 | 0.1882 | 1.5690 | 1.2526 |
295
+ | No log | 11.0909 | 488 | 1.4355 | 0.1655 | 1.4355 | 1.1981 |
296
+ | No log | 11.1364 | 490 | 1.2322 | 0.1997 | 1.2322 | 1.1101 |
297
+ | No log | 11.1818 | 492 | 1.1874 | 0.1755 | 1.1874 | 1.0897 |
298
+ | No log | 11.2273 | 494 | 1.2588 | 0.1750 | 1.2588 | 1.1220 |
299
+ | No log | 11.2727 | 496 | 1.4365 | 0.1126 | 1.4365 | 1.1985 |
300
+ | No log | 11.3182 | 498 | 1.5100 | 0.0798 | 1.5100 | 1.2288 |
301
+ | 0.3136 | 11.3636 | 500 | 1.4696 | 0.0798 | 1.4696 | 1.2123 |
302
+ | 0.3136 | 11.4091 | 502 | 1.4116 | 0.0798 | 1.4116 | 1.1881 |
303
+ | 0.3136 | 11.4545 | 504 | 1.4202 | 0.1011 | 1.4202 | 1.1917 |
304
+ | 0.3136 | 11.5 | 506 | 1.5720 | 0.2923 | 1.5720 | 1.2538 |
305
+ | 0.3136 | 11.5455 | 508 | 1.7288 | 0.2508 | 1.7288 | 1.3149 |
306
+ | 0.3136 | 11.5909 | 510 | 1.6481 | 0.2228 | 1.6481 | 1.2838 |
307
+ | 0.3136 | 11.6364 | 512 | 1.4866 | 0.2028 | 1.4866 | 1.2193 |
308
+ | 0.3136 | 11.6818 | 514 | 1.3244 | 0.0456 | 1.3244 | 1.1508 |
309
+ | 0.3136 | 11.7273 | 516 | 1.2388 | 0.0098 | 1.2388 | 1.1130 |
310
+ | 0.3136 | 11.7727 | 518 | 1.2095 | 0.0980 | 1.2095 | 1.0998 |
311
+ | 0.3136 | 11.8182 | 520 | 1.2118 | 0.0789 | 1.2118 | 1.1008 |
312
+ | 0.3136 | 11.8636 | 522 | 1.2676 | 0.0887 | 1.2676 | 1.1259 |
313
+ | 0.3136 | 11.9091 | 524 | 1.3895 | 0.1497 | 1.3895 | 1.1788 |
314
+ | 0.3136 | 11.9545 | 526 | 1.4793 | 0.2341 | 1.4793 | 1.2163 |
315
+ | 0.3136 | 12.0 | 528 | 1.4606 | 0.1497 | 1.4606 | 1.2086 |
316
+ | 0.3136 | 12.0455 | 530 | 1.3784 | 0.0702 | 1.3784 | 1.1740 |
317
+ | 0.3136 | 12.0909 | 532 | 1.2762 | 0.0887 | 1.2762 | 1.1297 |
318
+ | 0.3136 | 12.1364 | 534 | 1.2279 | 0.0596 | 1.2279 | 1.1081 |
319
+ | 0.3136 | 12.1818 | 536 | 1.2626 | 0.0692 | 1.2626 | 1.1237 |
320
+ | 0.3136 | 12.2273 | 538 | 1.4014 | 0.0702 | 1.4014 | 1.1838 |
321
+ | 0.3136 | 12.2727 | 540 | 1.5378 | 0.1191 | 1.5378 | 1.2401 |
322
+ | 0.3136 | 12.3182 | 542 | 1.5518 | 0.1191 | 1.5518 | 1.2457 |
323
+ | 0.3136 | 12.3636 | 544 | 1.5343 | 0.1497 | 1.5343 | 1.2387 |
324
+ | 0.3136 | 12.4091 | 546 | 1.4354 | 0.1497 | 1.4354 | 1.1981 |
325
+ | 0.3136 | 12.4545 | 548 | 1.2722 | 0.0887 | 1.2722 | 1.1279 |
326
+ | 0.3136 | 12.5 | 550 | 1.1417 | 0.0849 | 1.1417 | 1.0685 |
327
+ | 0.3136 | 12.5455 | 552 | 1.1116 | 0.0751 | 1.1116 | 1.0543 |
328
+ | 0.3136 | 12.5909 | 554 | 1.1111 | 0.0751 | 1.1111 | 1.0541 |
329
+ | 0.3136 | 12.6364 | 556 | 1.1689 | 0.0789 | 1.1689 | 1.0812 |
330
+ | 0.3136 | 12.6818 | 558 | 1.2520 | 0.1477 | 1.2520 | 1.1189 |
331
+ | 0.3136 | 12.7273 | 560 | 1.2886 | 0.1477 | 1.2886 | 1.1352 |
332
+ | 0.3136 | 12.7727 | 562 | 1.3029 | 0.1477 | 1.3029 | 1.1414 |
333
+ | 0.3136 | 12.8182 | 564 | 1.2413 | 0.0887 | 1.2413 | 1.1141 |
334
+ | 0.3136 | 12.8636 | 566 | 1.2192 | 0.0789 | 1.2192 | 1.1042 |
335
+ | 0.3136 | 12.9091 | 568 | 1.2889 | 0.1477 | 1.2889 | 1.1353 |
336
+ | 0.3136 | 12.9545 | 570 | 1.4388 | 0.1889 | 1.4388 | 1.1995 |
337
+ | 0.3136 | 13.0 | 572 | 1.5796 | 0.2740 | 1.5796 | 1.2568 |
338
+ | 0.3136 | 13.0455 | 574 | 1.7197 | 0.2453 | 1.7197 | 1.3114 |
339
+ | 0.3136 | 13.0909 | 576 | 1.7163 | 0.2453 | 1.7163 | 1.3101 |
340
+ | 0.3136 | 13.1364 | 578 | 1.5552 | 0.2987 | 1.5552 | 1.2471 |
341
+ | 0.3136 | 13.1818 | 580 | 1.4754 | 0.3220 | 1.4754 | 1.2146 |
342
+ | 0.3136 | 13.2273 | 582 | 1.3746 | 0.2479 | 1.3746 | 1.1724 |
343
+ | 0.3136 | 13.2727 | 584 | 1.2668 | 0.2046 | 1.2668 | 1.1255 |
344
+ | 0.3136 | 13.3182 | 586 | 1.2855 | 0.1943 | 1.2855 | 1.1338 |
345
+ | 0.3136 | 13.3636 | 588 | 1.4668 | 0.2574 | 1.4668 | 1.2111 |
346
+ | 0.3136 | 13.4091 | 590 | 1.5993 | 0.2659 | 1.5993 | 1.2646 |
347
+ | 0.3136 | 13.4545 | 592 | 1.6589 | 0.2618 | 1.6589 | 1.2880 |
348
+ | 0.3136 | 13.5 | 594 | 1.6376 | 0.2765 | 1.6376 | 1.2797 |
349
+ | 0.3136 | 13.5455 | 596 | 1.5608 | 0.2392 | 1.5608 | 1.2493 |
350
+ | 0.3136 | 13.5909 | 598 | 1.4123 | 0.2512 | 1.4123 | 1.1884 |
351
+ | 0.3136 | 13.6364 | 600 | 1.2947 | 0.2457 | 1.2947 | 1.1378 |
352
+ | 0.3136 | 13.6818 | 602 | 1.2665 | 0.2457 | 1.2665 | 1.1254 |
353
+ | 0.3136 | 13.7273 | 604 | 1.3366 | 0.2512 | 1.3366 | 1.1561 |
354
+ | 0.3136 | 13.7727 | 606 | 1.3544 | 0.2213 | 1.3544 | 1.1638 |
355
+ | 0.3136 | 13.8182 | 608 | 1.3430 | 0.1935 | 1.3430 | 1.1589 |
356
+ | 0.3136 | 13.8636 | 610 | 1.3483 | 0.1646 | 1.3483 | 1.1612 |
357
+ | 0.3136 | 13.9091 | 612 | 1.3664 | 0.1646 | 1.3664 | 1.1689 |
358
+ | 0.3136 | 13.9545 | 614 | 1.3599 | 0.1935 | 1.3599 | 1.1662 |
359
+ | 0.3136 | 14.0 | 616 | 1.2950 | 0.2131 | 1.2950 | 1.1380 |
360
+ | 0.3136 | 14.0455 | 618 | 1.2630 | 0.2213 | 1.2630 | 1.1238 |
361
+ | 0.3136 | 14.0909 | 620 | 1.3714 | 0.2544 | 1.3714 | 1.1711 |
362
+ | 0.3136 | 14.1364 | 622 | 1.5596 | 0.4094 | 1.5596 | 1.2488 |
363
+ | 0.3136 | 14.1818 | 624 | 1.6655 | 0.3233 | 1.6655 | 1.2906 |
364
+ | 0.3136 | 14.2273 | 626 | 1.6281 | 0.2688 | 1.6281 | 1.2760 |
365
+ | 0.3136 | 14.2727 | 628 | 1.4886 | 0.1058 | 1.4886 | 1.2201 |
366
+ | 0.3136 | 14.3182 | 630 | 1.3554 | 0.0887 | 1.3554 | 1.1642 |
367
+ | 0.3136 | 14.3636 | 632 | 1.2736 | 0.0541 | 1.2736 | 1.1285 |
368
+ | 0.3136 | 14.4091 | 634 | 1.2249 | 0.0612 | 1.2249 | 1.1068 |
369
+ | 0.3136 | 14.4545 | 636 | 1.2085 | 0.0612 | 1.2085 | 1.0993 |
370
+ | 0.3136 | 14.5 | 638 | 1.2356 | 0.0789 | 1.2356 | 1.1116 |
371
+ | 0.3136 | 14.5455 | 640 | 1.3201 | 0.2707 | 1.3201 | 1.1489 |
372
+ | 0.3136 | 14.5909 | 642 | 1.4312 | 0.3149 | 1.4312 | 1.1963 |
373
+ | 0.3136 | 14.6364 | 644 | 1.5041 | 0.3368 | 1.5041 | 1.2264 |
374
+ | 0.3136 | 14.6818 | 646 | 1.4573 | 0.3149 | 1.4573 | 1.2072 |
375
+ | 0.3136 | 14.7273 | 648 | 1.3271 | 0.2266 | 1.3271 | 1.1520 |
376
+ | 0.3136 | 14.7727 | 650 | 1.2229 | 0.0887 | 1.2229 | 1.1059 |
377
+ | 0.3136 | 14.8182 | 652 | 1.1779 | 0.0612 | 1.1779 | 1.0853 |
378
+ | 0.3136 | 14.8636 | 654 | 1.1734 | 0.0612 | 1.1734 | 1.0832 |
379
+ | 0.3136 | 14.9091 | 656 | 1.1943 | 0.0954 | 1.1943 | 1.0928 |
380
+ | 0.3136 | 14.9545 | 658 | 1.2280 | 0.0789 | 1.2280 | 1.1082 |
381
+ | 0.3136 | 15.0 | 660 | 1.2705 | 0.1477 | 1.2705 | 1.1272 |
382
+ | 0.3136 | 15.0455 | 662 | 1.2917 | 0.1498 | 1.2917 | 1.1365 |
383
+ | 0.3136 | 15.0909 | 664 | 1.3262 | 0.1795 | 1.3262 | 1.1516 |
384
+ | 0.3136 | 15.1364 | 666 | 1.3226 | 0.1795 | 1.3226 | 1.1501 |
385
+ | 0.3136 | 15.1818 | 668 | 1.2447 | 0.2141 | 1.2447 | 1.1156 |
386
+ | 0.3136 | 15.2273 | 670 | 1.2452 | 0.2184 | 1.2452 | 1.1159 |
387
+ | 0.3136 | 15.2727 | 672 | 1.3582 | 0.2512 | 1.3582 | 1.1654 |
388
+ | 0.3136 | 15.3182 | 674 | 1.4876 | 0.3220 | 1.4876 | 1.2197 |
389
+ | 0.3136 | 15.3636 | 676 | 1.5453 | 0.3435 | 1.5453 | 1.2431 |
390
+ | 0.3136 | 15.4091 | 678 | 1.4975 | 0.2736 | 1.4975 | 1.2237 |
391
+ | 0.3136 | 15.4545 | 680 | 1.3972 | 0.2173 | 1.3972 | 1.1820 |
392
+ | 0.3136 | 15.5 | 682 | 1.3578 | 0.2087 | 1.3578 | 1.1652 |
393
+ | 0.3136 | 15.5455 | 684 | 1.3386 | 0.1991 | 1.3386 | 1.1570 |
394
+ | 0.3136 | 15.5909 | 686 | 1.3520 | 0.1795 | 1.3520 | 1.1628 |
395
+ | 0.3136 | 15.6364 | 688 | 1.4059 | 0.1889 | 1.4059 | 1.1857 |
396
+ | 0.3136 | 15.6818 | 690 | 1.4401 | 0.2213 | 1.4401 | 1.2000 |
397
+ | 0.3136 | 15.7273 | 692 | 1.4410 | 0.2252 | 1.4410 | 1.2004 |
398
+ | 0.3136 | 15.7727 | 694 | 1.3889 | 0.1889 | 1.3889 | 1.1785 |
399
+ | 0.3136 | 15.8182 | 696 | 1.3372 | 0.1789 | 1.3372 | 1.1564 |
400
+ | 0.3136 | 15.8636 | 698 | 1.2498 | 0.0887 | 1.2498 | 1.1179 |
401
+ | 0.3136 | 15.9091 | 700 | 1.1600 | 0.0612 | 1.1600 | 1.0770 |
402
+ | 0.3136 | 15.9545 | 702 | 1.0942 | 0.0318 | 1.0942 | 1.0461 |
403
+ | 0.3136 | 16.0 | 704 | 1.0926 | 0.0318 | 1.0926 | 1.0453 |
404
+ | 0.3136 | 16.0455 | 706 | 1.1712 | 0.1538 | 1.1712 | 1.0822 |
405
+ | 0.3136 | 16.0909 | 708 | 1.2444 | 0.2553 | 1.2444 | 1.1155 |
406
+ | 0.3136 | 16.1364 | 710 | 1.3195 | 0.3026 | 1.3195 | 1.1487 |
407
+ | 0.3136 | 16.1818 | 712 | 1.4330 | 0.3893 | 1.4330 | 1.1971 |
408
+ | 0.3136 | 16.2273 | 714 | 1.3842 | 0.3254 | 1.3842 | 1.1765 |
409
+ | 0.3136 | 16.2727 | 716 | 1.2493 | 0.2938 | 1.2493 | 1.1177 |
410
+ | 0.3136 | 16.3182 | 718 | 1.2420 | 0.2664 | 1.2420 | 1.1144 |
411
+ | 0.3136 | 16.3636 | 720 | 1.2523 | 0.2184 | 1.2523 | 1.1191 |
412
+ | 0.3136 | 16.4091 | 722 | 1.2725 | 0.1440 | 1.2725 | 1.1281 |
413
+ | 0.3136 | 16.4545 | 724 | 1.3299 | 0.1283 | 1.3299 | 1.1532 |
414
+ | 0.3136 | 16.5 | 726 | 1.3590 | 0.1283 | 1.3590 | 1.1658 |
415
+ | 0.3136 | 16.5455 | 728 | 1.3417 | 0.1283 | 1.3417 | 1.1583 |
416
+ | 0.3136 | 16.5909 | 730 | 1.2997 | 0.1152 | 1.2997 | 1.1401 |
417
+ | 0.3136 | 16.6364 | 732 | 1.2425 | 0.0541 | 1.2425 | 1.1147 |
418
+ | 0.3136 | 16.6818 | 734 | 1.2491 | 0.0541 | 1.2491 | 1.1176 |
419
+ | 0.3136 | 16.7273 | 736 | 1.2914 | 0.1283 | 1.2914 | 1.1364 |
420
+ | 0.3136 | 16.7727 | 738 | 1.3110 | 0.0872 | 1.3110 | 1.1450 |
421
+ | 0.3136 | 16.8182 | 740 | 1.2801 | 0.1283 | 1.2801 | 1.1314 |
422
+ | 0.3136 | 16.8636 | 742 | 1.2133 | 0.1477 | 1.2133 | 1.1015 |
423
+ | 0.3136 | 16.9091 | 744 | 1.1716 | 0.1637 | 1.1716 | 1.0824 |
424
+ | 0.3136 | 16.9545 | 746 | 1.1363 | 0.1441 | 1.1363 | 1.0660 |
425
+ | 0.3136 | 17.0 | 748 | 1.1314 | 0.1441 | 1.1314 | 1.0637 |
426
+ | 0.3136 | 17.0455 | 750 | 1.1149 | 0.1853 | 1.1149 | 1.0559 |
427
+ | 0.3136 | 17.0909 | 752 | 1.1440 | 0.1441 | 1.1440 | 1.0696 |
428
+ | 0.3136 | 17.1364 | 754 | 1.1900 | 0.1379 | 1.1900 | 1.0909 |
429
+ | 0.3136 | 17.1818 | 756 | 1.2558 | 0.1283 | 1.2558 | 1.1206 |
430
+ | 0.3136 | 17.2273 | 758 | 1.3197 | 0.2445 | 1.3197 | 1.1488 |
431
+ | 0.3136 | 17.2727 | 760 | 1.3199 | 0.2445 | 1.3199 | 1.1489 |
432
+ | 0.3136 | 17.3182 | 762 | 1.3330 | 0.2736 | 1.3330 | 1.1546 |
433
+ | 0.3136 | 17.3636 | 764 | 1.2883 | 0.1935 | 1.2883 | 1.1350 |
434
+ | 0.3136 | 17.4091 | 766 | 1.2304 | 0.1477 | 1.2304 | 1.1093 |
435
+ | 0.3136 | 17.4545 | 768 | 1.2174 | 0.0887 | 1.2174 | 1.1034 |
436
+ | 0.3136 | 17.5 | 770 | 1.1482 | 0.0513 | 1.1482 | 1.0715 |
437
+ | 0.3136 | 17.5455 | 772 | 1.1387 | 0.0513 | 1.1387 | 1.0671 |
438
+ | 0.3136 | 17.5909 | 774 | 1.1842 | 0.0513 | 1.1842 | 1.0882 |
439
+ | 0.3136 | 17.6364 | 776 | 1.2256 | 0.0442 | 1.2256 | 1.1070 |
440
+ | 0.3136 | 17.6818 | 778 | 1.2246 | 0.0954 | 1.2246 | 1.1066 |
441
+ | 0.3136 | 17.7273 | 780 | 1.2441 | 0.0887 | 1.2441 | 1.1154 |
442
+ | 0.3136 | 17.7727 | 782 | 1.3358 | 0.1789 | 1.3358 | 1.1558 |
443
+ | 0.3136 | 17.8182 | 784 | 1.4010 | 0.2173 | 1.4010 | 1.1836 |
444
+ | 0.3136 | 17.8636 | 786 | 1.3975 | 0.2173 | 1.3975 | 1.1821 |
445
+ | 0.3136 | 17.9091 | 788 | 1.3577 | 0.1789 | 1.3577 | 1.1652 |
446
+ | 0.3136 | 17.9545 | 790 | 1.3496 | 0.1789 | 1.3496 | 1.1617 |
447
+ | 0.3136 | 18.0 | 792 | 1.3427 | 0.1889 | 1.3427 | 1.1588 |
448
+ | 0.3136 | 18.0455 | 794 | 1.3258 | 0.1991 | 1.3258 | 1.1515 |
449
+ | 0.3136 | 18.0909 | 796 | 1.3641 | 0.1840 | 1.3641 | 1.1680 |
450
+ | 0.3136 | 18.1364 | 798 | 1.3921 | 0.1789 | 1.3921 | 1.1799 |
451
+ | 0.3136 | 18.1818 | 800 | 1.4484 | 0.1789 | 1.4484 | 1.2035 |
452
+ | 0.3136 | 18.2273 | 802 | 1.5049 | 0.2252 | 1.5049 | 1.2267 |
453
+ | 0.3136 | 18.2727 | 804 | 1.4742 | 0.2173 | 1.4742 | 1.2142 |
454
+ | 0.3136 | 18.3182 | 806 | 1.3887 | 0.1789 | 1.3887 | 1.1784 |
455
+ | 0.3136 | 18.3636 | 808 | 1.3333 | 0.1637 | 1.3333 | 1.1547 |
456
+ | 0.3136 | 18.4091 | 810 | 1.3115 | 0.1637 | 1.3115 | 1.1452 |
457
+ | 0.3136 | 18.4545 | 812 | 1.3031 | 0.1637 | 1.3031 | 1.1415 |
458
+ | 0.3136 | 18.5 | 814 | 1.2992 | 0.1477 | 1.2992 | 1.1398 |
459
+ | 0.3136 | 18.5455 | 816 | 1.3013 | 0.1477 | 1.3013 | 1.1408 |
460
+ | 0.3136 | 18.5909 | 818 | 1.2834 | 0.1637 | 1.2834 | 1.1329 |
461
+ | 0.3136 | 18.6364 | 820 | 1.2776 | 0.1637 | 1.2776 | 1.1303 |
462
+ | 0.3136 | 18.6818 | 822 | 1.2598 | 0.1538 | 1.2598 | 1.1224 |
463
+ | 0.3136 | 18.7273 | 824 | 1.2611 | 0.1637 | 1.2611 | 1.1230 |
464
+ | 0.3136 | 18.7727 | 826 | 1.2799 | 0.1789 | 1.2799 | 1.1313 |
465
+ | 0.3136 | 18.8182 | 828 | 1.3015 | 0.2087 | 1.3015 | 1.1409 |
466
+ | 0.3136 | 18.8636 | 830 | 1.3357 | 0.2479 | 1.3357 | 1.1557 |
467
+ | 0.3136 | 18.9091 | 832 | 1.3543 | 0.2410 | 1.3543 | 1.1637 |
468
+ | 0.3136 | 18.9545 | 834 | 1.3010 | 0.1692 | 1.3010 | 1.1406 |
469
+ | 0.3136 | 19.0 | 836 | 1.2536 | 0.1538 | 1.2536 | 1.1196 |
470
+ | 0.3136 | 19.0455 | 838 | 1.2243 | 0.0954 | 1.2243 | 1.1065 |
471
+ | 0.3136 | 19.0909 | 840 | 1.2473 | 0.0954 | 1.2473 | 1.1168 |
472
+ | 0.3136 | 19.1364 | 842 | 1.2933 | 0.1538 | 1.2933 | 1.1372 |
473
+ | 0.3136 | 19.1818 | 844 | 1.3677 | 0.1789 | 1.3677 | 1.1695 |
474
+ | 0.3136 | 19.2273 | 846 | 1.4330 | 0.1497 | 1.4330 | 1.1971 |
475
+ | 0.3136 | 19.2727 | 848 | 1.4279 | 0.1497 | 1.4279 | 1.1950 |
476
+ | 0.3136 | 19.3182 | 850 | 1.4214 | 0.1379 | 1.4214 | 1.1922 |
477
+ | 0.3136 | 19.3636 | 852 | 1.4352 | 0.1687 | 1.4352 | 1.1980 |
478
+ | 0.3136 | 19.4091 | 854 | 1.4093 | 0.1379 | 1.4093 | 1.1871 |
479
+ | 0.3136 | 19.4545 | 856 | 1.3809 | 0.1058 | 1.3809 | 1.1751 |
480
+ | 0.3136 | 19.5 | 858 | 1.3467 | 0.0456 | 1.3467 | 1.1605 |
481
+ | 0.3136 | 19.5455 | 860 | 1.3298 | 0.1053 | 1.3298 | 1.1532 |
482
+ | 0.3136 | 19.5909 | 862 | 1.3451 | 0.2238 | 1.3451 | 1.1598 |
483
+ | 0.3136 | 19.6364 | 864 | 1.4042 | 0.2289 | 1.4042 | 1.1850 |
484
+ | 0.3136 | 19.6818 | 866 | 1.4628 | 0.2900 | 1.4628 | 1.2094 |
485
+ | 0.3136 | 19.7273 | 868 | 1.4571 | 0.2900 | 1.4571 | 1.2071 |
486
+ | 0.3136 | 19.7727 | 870 | 1.3790 | 0.2252 | 1.3790 | 1.1743 |
487
+ | 0.3136 | 19.8182 | 872 | 1.2913 | 0.2087 | 1.2913 | 1.1364 |
488
+ | 0.3136 | 19.8636 | 874 | 1.2210 | 0.1637 | 1.2210 | 1.1050 |
489
+ | 0.3136 | 19.9091 | 876 | 1.2033 | 0.1053 | 1.2033 | 1.0969 |
490
+ | 0.3136 | 19.9545 | 878 | 1.1767 | 0.0857 | 1.1767 | 1.0848 |
491
+ | 0.3136 | 20.0 | 880 | 1.1788 | 0.0857 | 1.1788 | 1.0857 |
492
+ | 0.3136 | 20.0455 | 882 | 1.2075 | 0.1053 | 1.2075 | 1.0989 |
493
+ | 0.3136 | 20.0909 | 884 | 1.2647 | 0.1477 | 1.2647 | 1.1246 |
494
+ | 0.3136 | 20.1364 | 886 | 1.3191 | 0.1379 | 1.3191 | 1.1485 |
495
+ | 0.3136 | 20.1818 | 888 | 1.3526 | 0.1687 | 1.3526 | 1.1630 |
496
+ | 0.3136 | 20.2273 | 890 | 1.3975 | 0.2028 | 1.3975 | 1.1822 |
497
+ | 0.3136 | 20.2727 | 892 | 1.4135 | 0.2028 | 1.4135 | 1.1889 |
498
+ | 0.3136 | 20.3182 | 894 | 1.3767 | 0.1497 | 1.3767 | 1.1733 |
499
+ | 0.3136 | 20.3636 | 896 | 1.3512 | 0.2087 | 1.3512 | 1.1624 |
500
+ | 0.3136 | 20.4091 | 898 | 1.3131 | 0.1789 | 1.3131 | 1.1459 |
501
+ | 0.3136 | 20.4545 | 900 | 1.2567 | 0.1637 | 1.2567 | 1.1210 |
502
+ | 0.3136 | 20.5 | 902 | 1.2049 | 0.0711 | 1.2049 | 1.0977 |
503
+ | 0.3136 | 20.5455 | 904 | 1.1982 | 0.0628 | 1.1982 | 1.0946 |
504
+ | 0.3136 | 20.5909 | 906 | 1.2093 | 0.0628 | 1.2093 | 1.0997 |
505
+ | 0.3136 | 20.6364 | 908 | 1.2412 | 0.0541 | 1.2412 | 1.1141 |
506
+ | 0.3136 | 20.6818 | 910 | 1.2731 | 0.1477 | 1.2731 | 1.1283 |
507
+ | 0.3136 | 20.7273 | 912 | 1.3057 | 0.1477 | 1.3057 | 1.1427 |
508
+ | 0.3136 | 20.7727 | 914 | 1.3468 | 0.2410 | 1.3468 | 1.1605 |
509
+ | 0.3136 | 20.8182 | 916 | 1.3488 | 0.2131 | 1.3488 | 1.1614 |
510
+ | 0.3136 | 20.8636 | 918 | 1.3340 | 0.1789 | 1.3340 | 1.1550 |
511
+ | 0.3136 | 20.9091 | 920 | 1.3353 | 0.1477 | 1.3353 | 1.1555 |
512
+ | 0.3136 | 20.9545 | 922 | 1.3152 | 0.1477 | 1.3152 | 1.1468 |
513
+ | 0.3136 | 21.0 | 924 | 1.3359 | 0.1477 | 1.3359 | 1.1558 |
514
+ | 0.3136 | 21.0455 | 926 | 1.3867 | 0.1789 | 1.3867 | 1.1776 |
515
+ | 0.3136 | 21.0909 | 928 | 1.4020 | 0.1840 | 1.4020 | 1.1841 |
516
+ | 0.3136 | 21.1364 | 930 | 1.3853 | 0.1692 | 1.3853 | 1.1770 |
517
+ | 0.3136 | 21.1818 | 932 | 1.3598 | 0.1379 | 1.3598 | 1.1661 |
518
+ | 0.3136 | 21.2273 | 934 | 1.3402 | 0.1379 | 1.3402 | 1.1577 |
519
+ | 0.3136 | 21.2727 | 936 | 1.3353 | 0.1477 | 1.3353 | 1.1555 |
520
+ | 0.3136 | 21.3182 | 938 | 1.3003 | 0.1477 | 1.3003 | 1.1403 |
521
+ | 0.3136 | 21.3636 | 940 | 1.2727 | 0.1379 | 1.2727 | 1.1282 |
522
+ | 0.3136 | 21.4091 | 942 | 1.2560 | 0.0789 | 1.2560 | 1.1207 |
523
+ | 0.3136 | 21.4545 | 944 | 1.2252 | 0.0442 | 1.2252 | 1.1069 |
524
+ | 0.3136 | 21.5 | 946 | 1.1883 | 0.0415 | 1.1883 | 1.0901 |
525
+ | 0.3136 | 21.5455 | 948 | 1.1854 | 0.0415 | 1.1854 | 1.0888 |
526
+ | 0.3136 | 21.5909 | 950 | 1.2244 | 0.0954 | 1.2244 | 1.1065 |
527
+ | 0.3136 | 21.6364 | 952 | 1.2958 | 0.1538 | 1.2958 | 1.1383 |
528
+ | 0.3136 | 21.6818 | 954 | 1.3273 | 0.1379 | 1.3273 | 1.1521 |
529
+ | 0.3136 | 21.7273 | 956 | 1.3566 | 0.1840 | 1.3566 | 1.1647 |
530
+ | 0.3136 | 21.7727 | 958 | 1.3516 | 0.1536 | 1.3516 | 1.1626 |
531
+ | 0.3136 | 21.8182 | 960 | 1.3241 | 0.1477 | 1.3241 | 1.1507 |
532
+ | 0.3136 | 21.8636 | 962 | 1.2846 | 0.1379 | 1.2846 | 1.1334 |
533
+ | 0.3136 | 21.9091 | 964 | 1.2630 | 0.1538 | 1.2630 | 1.1238 |
534
+ | 0.3136 | 21.9545 | 966 | 1.2398 | 0.1538 | 1.2398 | 1.1135 |
535
+ | 0.3136 | 22.0 | 968 | 1.2014 | 0.1248 | 1.2014 | 1.0961 |
536
+ | 0.3136 | 22.0455 | 970 | 1.1970 | 0.1559 | 1.1970 | 1.0941 |
537
+ | 0.3136 | 22.0909 | 972 | 1.2523 | 0.1750 | 1.2523 | 1.1191 |
538
+ | 0.3136 | 22.1364 | 974 | 1.3376 | 0.2037 | 1.3376 | 1.1566 |
539
+ | 0.3136 | 22.1818 | 976 | 1.3747 | 0.2037 | 1.3747 | 1.1725 |
540
+ | 0.3136 | 22.2273 | 978 | 1.3603 | 0.1692 | 1.3603 | 1.1663 |
541
+ | 0.3136 | 22.2727 | 980 | 1.2900 | 0.1379 | 1.2900 | 1.1358 |
542
+ | 0.3136 | 22.3182 | 982 | 1.2135 | 0.0789 | 1.2135 | 1.1016 |
543
+ | 0.3136 | 22.3636 | 984 | 1.1861 | 0.0500 | 1.1861 | 1.0891 |
544
+ | 0.3136 | 22.4091 | 986 | 1.2019 | 0.0596 | 1.2019 | 1.0963 |
545
+ | 0.3136 | 22.4545 | 988 | 1.2360 | 0.1185 | 1.2360 | 1.1118 |
546
+ | 0.3136 | 22.5 | 990 | 1.2396 | 0.1405 | 1.2396 | 1.1134 |
547
+ | 0.3136 | 22.5455 | 992 | 1.2362 | 0.1405 | 1.2362 | 1.1118 |
548
+ | 0.3136 | 22.5909 | 994 | 1.2603 | 0.2317 | 1.2603 | 1.1226 |
549
+ | 0.3136 | 22.6364 | 996 | 1.2436 | 0.1801 | 1.2436 | 1.1152 |
550
+ | 0.3136 | 22.6818 | 998 | 1.2461 | 0.1896 | 1.2461 | 1.1163 |
551
+ | 0.0647 | 22.7273 | 1000 | 1.2360 | 0.1896 | 1.2360 | 1.1118 |
552
+ | 0.0647 | 22.7727 | 1002 | 1.2732 | 0.2317 | 1.2732 | 1.1284 |
553
+ | 0.0647 | 22.8182 | 1004 | 1.3803 | 0.2201 | 1.3803 | 1.1749 |
554
+ | 0.0647 | 22.8636 | 1006 | 1.4064 | 0.2201 | 1.4064 | 1.1859 |
555
+ | 0.0647 | 22.9091 | 1008 | 1.3559 | 0.2201 | 1.3559 | 1.1644 |
556
+ | 0.0647 | 22.9545 | 1010 | 1.2687 | 0.2317 | 1.2687 | 1.1264 |
557
+ | 0.0647 | 23.0 | 1012 | 1.2108 | 0.0789 | 1.2108 | 1.1004 |
558
+ | 0.0647 | 23.0455 | 1014 | 1.1759 | 0.0857 | 1.1759 | 1.0844 |
559
+ | 0.0647 | 23.0909 | 1016 | 1.1793 | 0.0857 | 1.1793 | 1.0859 |
560
+ | 0.0647 | 23.1364 | 1018 | 1.1867 | 0.0857 | 1.1867 | 1.0894 |
561
+ | 0.0647 | 23.1818 | 1020 | 1.2506 | 0.0954 | 1.2506 | 1.1183 |
562
+
563
+
564
+ ### Framework versions
565
+
566
+ - Transformers 4.44.2
567
+ - Pytorch 2.4.0+cu118
568
+ - Datasets 2.21.0
569
+ - Tokenizers 0.19.1
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