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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_task2_organization

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  1. README.md +610 -0
  2. config.json +32 -0
  3. model.safetensors +3 -0
  4. training_args.bin +3 -0
README.md ADDED
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+ ---
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+ library_name: transformers
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+ base_model: aubmindlab/bert-base-arabertv02
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k4_task2_organization
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k4_task2_organization
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+
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+ This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.9489
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+ - Qwk: 0.3719
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+ - Mse: 0.9489
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+ - Rmse: 0.9741
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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 | 0.0909 | 2 | 4.6310 | 0.0042 | 4.6310 | 2.1520 |
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+ | No log | 0.1818 | 4 | 2.7313 | -0.0148 | 2.7313 | 1.6527 |
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+ | No log | 0.2727 | 6 | 1.8576 | 0.0372 | 1.8576 | 1.3629 |
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+ | No log | 0.3636 | 8 | 1.4238 | -0.1815 | 1.4238 | 1.1932 |
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+ | No log | 0.4545 | 10 | 1.2422 | 0.1114 | 1.2422 | 1.1145 |
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+ | No log | 0.5455 | 12 | 1.2770 | 0.0909 | 1.2770 | 1.1300 |
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+ | No log | 0.6364 | 14 | 1.4370 | 0.0291 | 1.4370 | 1.1988 |
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+ | No log | 0.7273 | 16 | 1.6020 | -0.0028 | 1.6020 | 1.2657 |
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+ | No log | 0.8182 | 18 | 1.3807 | 0.2243 | 1.3807 | 1.1750 |
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+ | No log | 0.9091 | 20 | 1.3792 | 0.2110 | 1.3792 | 1.1744 |
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+ | No log | 1.0 | 22 | 1.4111 | 0.0275 | 1.4111 | 1.1879 |
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+ | No log | 1.0909 | 24 | 1.4257 | 0.0426 | 1.4257 | 1.1940 |
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+ | No log | 1.1818 | 26 | 1.2532 | 0.1772 | 1.2532 | 1.1195 |
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+ | No log | 1.2727 | 28 | 1.1190 | 0.2786 | 1.1190 | 1.0578 |
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+ | No log | 1.3636 | 30 | 1.2115 | 0.1999 | 1.2115 | 1.1007 |
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+ | No log | 1.4545 | 32 | 1.6984 | 0.0376 | 1.6984 | 1.3032 |
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+ | No log | 1.5455 | 34 | 1.6542 | 0.0717 | 1.6542 | 1.2861 |
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+ | No log | 1.6364 | 36 | 1.2778 | 0.1959 | 1.2778 | 1.1304 |
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+ | No log | 1.7273 | 38 | 1.1473 | 0.2289 | 1.1473 | 1.0711 |
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+ | No log | 1.8182 | 40 | 1.1746 | 0.2337 | 1.1746 | 1.0838 |
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+ | No log | 1.9091 | 42 | 1.1358 | 0.2636 | 1.1358 | 1.0658 |
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+ | No log | 2.0 | 44 | 1.1100 | 0.2636 | 1.1100 | 1.0536 |
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+ | No log | 2.0909 | 46 | 1.0972 | 0.2234 | 1.0972 | 1.0475 |
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+ | No log | 2.1818 | 48 | 1.1439 | 0.2718 | 1.1439 | 1.0696 |
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+ | No log | 2.2727 | 50 | 1.1606 | 0.2560 | 1.1606 | 1.0773 |
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+ | No log | 2.3636 | 52 | 1.3512 | 0.2903 | 1.3512 | 1.1624 |
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+ | No log | 2.4545 | 54 | 1.2432 | 0.2731 | 1.2432 | 1.1150 |
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+ | No log | 2.5455 | 56 | 1.2108 | 0.3111 | 1.2108 | 1.1004 |
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+ | No log | 2.6364 | 58 | 1.1457 | 0.3355 | 1.1457 | 1.0704 |
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+ | No log | 2.7273 | 60 | 0.9700 | 0.3908 | 0.9700 | 0.9849 |
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+ | No log | 2.8182 | 62 | 0.9111 | 0.4036 | 0.9111 | 0.9545 |
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+ | No log | 2.9091 | 64 | 0.9450 | 0.4057 | 0.9450 | 0.9721 |
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+ | No log | 3.0 | 66 | 0.9216 | 0.3921 | 0.9216 | 0.9600 |
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+ | No log | 3.0909 | 68 | 1.1408 | 0.2644 | 1.1408 | 1.0681 |
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+ | No log | 3.1818 | 70 | 1.6379 | 0.2315 | 1.6379 | 1.2798 |
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+ | No log | 3.2727 | 72 | 1.6682 | 0.2270 | 1.6682 | 1.2916 |
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+ | No log | 3.3636 | 74 | 1.3183 | 0.2650 | 1.3183 | 1.1482 |
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+ | No log | 3.4545 | 76 | 1.0167 | 0.4101 | 1.0167 | 1.0083 |
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+ | No log | 3.5455 | 78 | 0.9187 | 0.4719 | 0.9187 | 0.9585 |
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+ | No log | 3.6364 | 80 | 0.8962 | 0.4479 | 0.8962 | 0.9467 |
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+ | No log | 3.7273 | 82 | 0.8981 | 0.4691 | 0.8981 | 0.9477 |
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+ | No log | 3.8182 | 84 | 0.8990 | 0.4617 | 0.8990 | 0.9482 |
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+ | No log | 3.9091 | 86 | 0.9147 | 0.4941 | 0.9147 | 0.9564 |
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+ | No log | 4.0 | 88 | 1.0006 | 0.3601 | 1.0006 | 1.0003 |
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+ | No log | 4.0909 | 90 | 0.9429 | 0.3613 | 0.9429 | 0.9710 |
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+ | No log | 4.1818 | 92 | 0.8120 | 0.4686 | 0.8120 | 0.9011 |
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+ | No log | 4.2727 | 94 | 0.7869 | 0.5410 | 0.7869 | 0.8871 |
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+ | No log | 4.3636 | 96 | 0.7862 | 0.5205 | 0.7862 | 0.8867 |
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+ | No log | 4.4545 | 98 | 0.8054 | 0.4709 | 0.8054 | 0.8974 |
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+ | No log | 4.5455 | 100 | 0.7761 | 0.5555 | 0.7761 | 0.8810 |
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+ | No log | 4.6364 | 102 | 0.8013 | 0.4859 | 0.8013 | 0.8952 |
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+ | No log | 4.7273 | 104 | 1.0373 | 0.4424 | 1.0373 | 1.0185 |
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+ | No log | 4.8182 | 106 | 1.1702 | 0.4210 | 1.1702 | 1.0818 |
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+ | No log | 4.9091 | 108 | 0.9560 | 0.5170 | 0.9560 | 0.9777 |
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+ | No log | 5.0 | 110 | 0.8082 | 0.5555 | 0.8082 | 0.8990 |
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+ | No log | 5.0909 | 112 | 0.9511 | 0.3938 | 0.9511 | 0.9753 |
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+ | No log | 5.1818 | 114 | 1.0126 | 0.3993 | 1.0126 | 1.0063 |
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+ | No log | 5.2727 | 116 | 0.9011 | 0.4583 | 0.9011 | 0.9493 |
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+ | No log | 5.3636 | 118 | 0.9352 | 0.4141 | 0.9352 | 0.9671 |
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+ | No log | 5.4545 | 120 | 0.9373 | 0.4323 | 0.9373 | 0.9681 |
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+ | No log | 5.5455 | 122 | 0.9875 | 0.4050 | 0.9875 | 0.9937 |
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+ | No log | 5.6364 | 124 | 1.0767 | 0.4070 | 1.0767 | 1.0377 |
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+ | No log | 5.7273 | 126 | 1.3238 | 0.3722 | 1.3238 | 1.1506 |
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+ | No log | 5.8182 | 128 | 1.2781 | 0.3719 | 1.2781 | 1.1305 |
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+ | No log | 5.9091 | 130 | 1.0868 | 0.2284 | 1.0868 | 1.0425 |
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+ | No log | 6.0 | 132 | 1.0616 | 0.3923 | 1.0616 | 1.0303 |
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+ | No log | 6.0909 | 134 | 1.0655 | 0.4011 | 1.0655 | 1.0322 |
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+ | No log | 6.1818 | 136 | 1.0731 | 0.3708 | 1.0731 | 1.0359 |
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+ | No log | 6.2727 | 138 | 1.1658 | 0.4310 | 1.1658 | 1.0797 |
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+ | No log | 6.3636 | 140 | 1.1932 | 0.4310 | 1.1932 | 1.0924 |
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+ | No log | 6.4545 | 142 | 1.1287 | 0.4599 | 1.1287 | 1.0624 |
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+ | No log | 6.5455 | 144 | 1.1087 | 0.3815 | 1.1087 | 1.0529 |
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+ | No log | 6.6364 | 146 | 1.1063 | 0.4181 | 1.1063 | 1.0518 |
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+ | No log | 6.7273 | 148 | 1.0753 | 0.3887 | 1.0753 | 1.0370 |
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+ | No log | 6.8182 | 150 | 1.0680 | 0.3758 | 1.0680 | 1.0334 |
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+ | No log | 6.9091 | 152 | 1.0431 | 0.3551 | 1.0431 | 1.0213 |
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+ | No log | 7.0 | 154 | 1.2170 | 0.4053 | 1.2170 | 1.1032 |
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+ | No log | 7.0909 | 156 | 1.1339 | 0.4244 | 1.1339 | 1.0648 |
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+ | No log | 7.1818 | 158 | 1.0640 | 0.3014 | 1.0640 | 1.0315 |
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+ | No log | 7.2727 | 160 | 1.0579 | 0.3186 | 1.0579 | 1.0286 |
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+ | No log | 7.3636 | 162 | 1.0328 | 0.3191 | 1.0328 | 1.0163 |
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+ | No log | 7.4545 | 164 | 1.0126 | 0.3612 | 1.0126 | 1.0063 |
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+ | No log | 7.5455 | 166 | 0.9837 | 0.3590 | 0.9837 | 0.9918 |
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+ | No log | 7.6364 | 168 | 0.9888 | 0.4159 | 0.9888 | 0.9944 |
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+ | No log | 7.7273 | 170 | 0.9714 | 0.3852 | 0.9714 | 0.9856 |
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+ | No log | 7.8182 | 172 | 1.0318 | 0.3584 | 1.0318 | 1.0158 |
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+ | No log | 7.9091 | 174 | 1.1049 | 0.3261 | 1.1049 | 1.0512 |
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+ | No log | 8.0 | 176 | 1.0283 | 0.3285 | 1.0283 | 1.0140 |
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+ | No log | 8.0909 | 178 | 0.9839 | 0.4346 | 0.9839 | 0.9919 |
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+ | No log | 8.1818 | 180 | 1.0078 | 0.4346 | 1.0078 | 1.0039 |
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+ | No log | 8.2727 | 182 | 1.0230 | 0.3573 | 1.0230 | 1.0114 |
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+ | No log | 8.3636 | 184 | 1.0586 | 0.4385 | 1.0586 | 1.0289 |
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+ | No log | 8.4545 | 186 | 1.0521 | 0.4094 | 1.0521 | 1.0257 |
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+ | No log | 8.5455 | 188 | 1.0494 | 0.4035 | 1.0494 | 1.0244 |
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+ | No log | 8.6364 | 190 | 1.1949 | 0.3642 | 1.1949 | 1.0931 |
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+ | No log | 8.7273 | 192 | 1.1374 | 0.3202 | 1.1374 | 1.0665 |
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+ | No log | 8.8182 | 194 | 1.0806 | 0.3321 | 1.0806 | 1.0395 |
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+ | No log | 8.9091 | 196 | 1.0728 | 0.3280 | 1.0728 | 1.0357 |
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+ | No log | 9.0 | 198 | 1.0410 | 0.3671 | 1.0410 | 1.0203 |
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+ | No log | 9.0909 | 200 | 1.0337 | 0.3195 | 1.0337 | 1.0167 |
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+ | No log | 9.1818 | 202 | 1.0340 | 0.3750 | 1.0340 | 1.0169 |
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+ | No log | 9.2727 | 204 | 1.0213 | 0.3661 | 1.0213 | 1.0106 |
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+ | No log | 9.3636 | 206 | 1.0081 | 0.3750 | 1.0081 | 1.0040 |
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+ | No log | 9.4545 | 208 | 1.0465 | 0.3917 | 1.0465 | 1.0230 |
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+ | No log | 9.5455 | 210 | 1.1070 | 0.4085 | 1.1070 | 1.0521 |
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+ | No log | 9.6364 | 212 | 1.0931 | 0.4085 | 1.0931 | 1.0455 |
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+ | No log | 9.7273 | 214 | 1.0199 | 0.4066 | 1.0199 | 1.0099 |
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+ | No log | 9.8182 | 216 | 0.9977 | 0.4690 | 0.9977 | 0.9988 |
160
+ | No log | 9.9091 | 218 | 1.0737 | 0.4992 | 1.0737 | 1.0362 |
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+ | No log | 10.0 | 220 | 1.0286 | 0.5169 | 1.0286 | 1.0142 |
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+ | No log | 10.0909 | 222 | 0.9829 | 0.5094 | 0.9829 | 0.9914 |
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+ | No log | 10.1818 | 224 | 0.9653 | 0.4882 | 0.9653 | 0.9825 |
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+ | No log | 10.2727 | 226 | 0.9532 | 0.5376 | 0.9532 | 0.9763 |
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+ | No log | 10.3636 | 228 | 0.9377 | 0.5040 | 0.9377 | 0.9684 |
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+ | No log | 10.4545 | 230 | 0.9388 | 0.5026 | 0.9388 | 0.9689 |
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+ | No log | 10.5455 | 232 | 0.9453 | 0.4822 | 0.9453 | 0.9723 |
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+ | No log | 10.6364 | 234 | 0.9499 | 0.3995 | 0.9499 | 0.9746 |
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+ | No log | 10.7273 | 236 | 0.9567 | 0.4822 | 0.9567 | 0.9781 |
170
+ | No log | 10.8182 | 238 | 0.9946 | 0.4947 | 0.9946 | 0.9973 |
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+ | No log | 10.9091 | 240 | 0.9952 | 0.5204 | 0.9952 | 0.9976 |
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+ | No log | 11.0 | 242 | 1.0169 | 0.4382 | 1.0169 | 1.0084 |
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+ | No log | 11.0909 | 244 | 1.0178 | 0.3737 | 1.0178 | 1.0088 |
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+ | No log | 11.1818 | 246 | 0.9975 | 0.4053 | 0.9975 | 0.9987 |
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+ | No log | 11.2727 | 248 | 0.9996 | 0.4181 | 0.9996 | 0.9998 |
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+ | No log | 11.3636 | 250 | 1.0156 | 0.3796 | 1.0156 | 1.0078 |
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+ | No log | 11.4545 | 252 | 1.0270 | 0.3796 | 1.0270 | 1.0134 |
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+ | No log | 11.5455 | 254 | 1.0293 | 0.3891 | 1.0293 | 1.0146 |
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+ | No log | 11.6364 | 256 | 1.0395 | 0.3612 | 1.0395 | 1.0196 |
180
+ | No log | 11.7273 | 258 | 1.0356 | 0.3482 | 1.0356 | 1.0176 |
181
+ | No log | 11.8182 | 260 | 1.0197 | 0.3701 | 1.0197 | 1.0098 |
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+ | No log | 11.9091 | 262 | 1.0048 | 0.4290 | 1.0048 | 1.0024 |
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+ | No log | 12.0 | 264 | 0.9858 | 0.3949 | 0.9858 | 0.9929 |
184
+ | No log | 12.0909 | 266 | 0.9792 | 0.3612 | 0.9792 | 0.9896 |
185
+ | No log | 12.1818 | 268 | 0.9838 | 0.4859 | 0.9838 | 0.9919 |
186
+ | No log | 12.2727 | 270 | 0.9805 | 0.4634 | 0.9805 | 0.9902 |
187
+ | No log | 12.3636 | 272 | 0.9698 | 0.4829 | 0.9698 | 0.9848 |
188
+ | No log | 12.4545 | 274 | 0.9501 | 0.4778 | 0.9501 | 0.9747 |
189
+ | No log | 12.5455 | 276 | 0.9425 | 0.4726 | 0.9425 | 0.9708 |
190
+ | No log | 12.6364 | 278 | 0.9751 | 0.4477 | 0.9751 | 0.9875 |
191
+ | No log | 12.7273 | 280 | 0.9344 | 0.4397 | 0.9344 | 0.9666 |
192
+ | No log | 12.8182 | 282 | 0.9040 | 0.4884 | 0.9040 | 0.9508 |
193
+ | No log | 12.9091 | 284 | 0.9407 | 0.4823 | 0.9407 | 0.9699 |
194
+ | No log | 13.0 | 286 | 0.9638 | 0.5082 | 0.9638 | 0.9817 |
195
+ | No log | 13.0909 | 288 | 0.9230 | 0.4829 | 0.9230 | 0.9607 |
196
+ | No log | 13.1818 | 290 | 0.9369 | 0.4075 | 0.9369 | 0.9679 |
197
+ | No log | 13.2727 | 292 | 0.9497 | 0.3966 | 0.9497 | 0.9745 |
198
+ | No log | 13.3636 | 294 | 0.9475 | 0.4781 | 0.9475 | 0.9734 |
199
+ | No log | 13.4545 | 296 | 1.1149 | 0.4283 | 1.1149 | 1.0559 |
200
+ | No log | 13.5455 | 298 | 1.0628 | 0.4212 | 1.0628 | 1.0309 |
201
+ | No log | 13.6364 | 300 | 0.9886 | 0.3648 | 0.9886 | 0.9943 |
202
+ | No log | 13.7273 | 302 | 0.9955 | 0.3626 | 0.9955 | 0.9977 |
203
+ | No log | 13.8182 | 304 | 0.9913 | 0.3286 | 0.9913 | 0.9956 |
204
+ | No log | 13.9091 | 306 | 1.0039 | 0.3924 | 1.0039 | 1.0020 |
205
+ | No log | 14.0 | 308 | 0.9713 | 0.3935 | 0.9713 | 0.9856 |
206
+ | No log | 14.0909 | 310 | 0.9649 | 0.4196 | 0.9649 | 0.9823 |
207
+ | No log | 14.1818 | 312 | 0.9905 | 0.4712 | 0.9905 | 0.9952 |
208
+ | No log | 14.2727 | 314 | 0.9810 | 0.4454 | 0.9810 | 0.9905 |
209
+ | No log | 14.3636 | 316 | 1.0318 | 0.4725 | 1.0318 | 1.0158 |
210
+ | No log | 14.4545 | 318 | 0.9869 | 0.4500 | 0.9869 | 0.9934 |
211
+ | No log | 14.5455 | 320 | 0.9426 | 0.4254 | 0.9426 | 0.9709 |
212
+ | No log | 14.6364 | 322 | 0.9469 | 0.3957 | 0.9469 | 0.9731 |
213
+ | No log | 14.7273 | 324 | 0.9663 | 0.4144 | 0.9663 | 0.9830 |
214
+ | No log | 14.8182 | 326 | 0.9726 | 0.4321 | 0.9726 | 0.9862 |
215
+ | No log | 14.9091 | 328 | 1.0481 | 0.4157 | 1.0481 | 1.0238 |
216
+ | No log | 15.0 | 330 | 1.0299 | 0.4783 | 1.0299 | 1.0149 |
217
+ | No log | 15.0909 | 332 | 0.9684 | 0.4393 | 0.9684 | 0.9841 |
218
+ | No log | 15.1818 | 334 | 0.9872 | 0.4144 | 0.9872 | 0.9936 |
219
+ | No log | 15.2727 | 336 | 1.0621 | 0.3707 | 1.0621 | 1.0306 |
220
+ | No log | 15.3636 | 338 | 1.0669 | 0.3518 | 1.0669 | 1.0329 |
221
+ | No log | 15.4545 | 340 | 0.9931 | 0.4144 | 0.9931 | 0.9966 |
222
+ | No log | 15.5455 | 342 | 1.0014 | 0.3965 | 1.0014 | 1.0007 |
223
+ | No log | 15.6364 | 344 | 1.0255 | 0.4138 | 1.0255 | 1.0126 |
224
+ | No log | 15.7273 | 346 | 0.9969 | 0.4120 | 0.9969 | 0.9985 |
225
+ | No log | 15.8182 | 348 | 1.0354 | 0.3747 | 1.0354 | 1.0175 |
226
+ | No log | 15.9091 | 350 | 1.1121 | 0.3518 | 1.1121 | 1.0546 |
227
+ | No log | 16.0 | 352 | 1.0777 | 0.3430 | 1.0777 | 1.0381 |
228
+ | No log | 16.0909 | 354 | 1.0031 | 0.3880 | 1.0031 | 1.0016 |
229
+ | No log | 16.1818 | 356 | 0.9894 | 0.4257 | 0.9894 | 0.9947 |
230
+ | No log | 16.2727 | 358 | 0.9927 | 0.3925 | 0.9927 | 0.9964 |
231
+ | No log | 16.3636 | 360 | 0.9976 | 0.3925 | 0.9976 | 0.9988 |
232
+ | No log | 16.4545 | 362 | 0.9865 | 0.4032 | 0.9865 | 0.9932 |
233
+ | No log | 16.5455 | 364 | 0.9889 | 0.3961 | 0.9889 | 0.9944 |
234
+ | No log | 16.6364 | 366 | 1.0067 | 0.3367 | 1.0067 | 1.0033 |
235
+ | No log | 16.7273 | 368 | 0.9908 | 0.4053 | 0.9908 | 0.9954 |
236
+ | No log | 16.8182 | 370 | 0.9766 | 0.3612 | 0.9766 | 0.9882 |
237
+ | No log | 16.9091 | 372 | 0.9629 | 0.4444 | 0.9629 | 0.9813 |
238
+ | No log | 17.0 | 374 | 0.9623 | 0.4540 | 0.9623 | 0.9810 |
239
+ | No log | 17.0909 | 376 | 0.9751 | 0.4144 | 0.9751 | 0.9875 |
240
+ | No log | 17.1818 | 378 | 0.9756 | 0.4145 | 0.9756 | 0.9877 |
241
+ | No log | 17.2727 | 380 | 0.9756 | 0.4273 | 0.9756 | 0.9877 |
242
+ | No log | 17.3636 | 382 | 0.9847 | 0.4147 | 0.9847 | 0.9923 |
243
+ | No log | 17.4545 | 384 | 0.9699 | 0.4499 | 0.9699 | 0.9848 |
244
+ | No log | 17.5455 | 386 | 0.9731 | 0.4491 | 0.9731 | 0.9865 |
245
+ | No log | 17.6364 | 388 | 0.9689 | 0.4219 | 0.9689 | 0.9843 |
246
+ | No log | 17.7273 | 390 | 0.9719 | 0.4145 | 0.9719 | 0.9858 |
247
+ | No log | 17.8182 | 392 | 0.9780 | 0.4145 | 0.9780 | 0.9890 |
248
+ | No log | 17.9091 | 394 | 0.9758 | 0.4311 | 0.9758 | 0.9878 |
249
+ | No log | 18.0 | 396 | 0.9926 | 0.4803 | 0.9926 | 0.9963 |
250
+ | No log | 18.0909 | 398 | 1.0417 | 0.3856 | 1.0417 | 1.0207 |
251
+ | No log | 18.1818 | 400 | 1.0632 | 0.3682 | 1.0632 | 1.0311 |
252
+ | No log | 18.2727 | 402 | 1.0380 | 0.3634 | 1.0380 | 1.0188 |
253
+ | No log | 18.3636 | 404 | 0.9933 | 0.4197 | 0.9933 | 0.9966 |
254
+ | No log | 18.4545 | 406 | 0.9868 | 0.4277 | 0.9868 | 0.9934 |
255
+ | No log | 18.5455 | 408 | 1.0120 | 0.3886 | 1.0120 | 1.0060 |
256
+ | No log | 18.6364 | 410 | 1.0048 | 0.4405 | 1.0048 | 1.0024 |
257
+ | No log | 18.7273 | 412 | 0.9912 | 0.4321 | 0.9912 | 0.9956 |
258
+ | No log | 18.8182 | 414 | 1.0376 | 0.3856 | 1.0376 | 1.0187 |
259
+ | No log | 18.9091 | 416 | 1.0287 | 0.3944 | 1.0287 | 1.0142 |
260
+ | No log | 19.0 | 418 | 0.9839 | 0.4477 | 0.9839 | 0.9919 |
261
+ | No log | 19.0909 | 420 | 0.9758 | 0.4231 | 0.9758 | 0.9878 |
262
+ | No log | 19.1818 | 422 | 0.9802 | 0.4069 | 0.9802 | 0.9900 |
263
+ | No log | 19.2727 | 424 | 0.9843 | 0.4110 | 0.9843 | 0.9921 |
264
+ | No log | 19.3636 | 426 | 0.9839 | 0.4177 | 0.9839 | 0.9919 |
265
+ | No log | 19.4545 | 428 | 1.0238 | 0.4335 | 1.0238 | 1.0118 |
266
+ | No log | 19.5455 | 430 | 1.0329 | 0.4247 | 1.0329 | 1.0163 |
267
+ | No log | 19.6364 | 432 | 0.9932 | 0.3859 | 0.9932 | 0.9966 |
268
+ | No log | 19.7273 | 434 | 0.9496 | 0.4256 | 0.9496 | 0.9745 |
269
+ | No log | 19.8182 | 436 | 0.9833 | 0.3892 | 0.9833 | 0.9916 |
270
+ | No log | 19.9091 | 438 | 0.9684 | 0.4331 | 0.9684 | 0.9841 |
271
+ | No log | 20.0 | 440 | 0.9291 | 0.3819 | 0.9291 | 0.9639 |
272
+ | No log | 20.0909 | 442 | 0.9184 | 0.4626 | 0.9184 | 0.9583 |
273
+ | No log | 20.1818 | 444 | 0.9425 | 0.4197 | 0.9425 | 0.9708 |
274
+ | No log | 20.2727 | 446 | 0.9784 | 0.4212 | 0.9784 | 0.9891 |
275
+ | No log | 20.3636 | 448 | 0.9541 | 0.4607 | 0.9541 | 0.9768 |
276
+ | No log | 20.4545 | 450 | 0.9547 | 0.4196 | 0.9547 | 0.9771 |
277
+ | No log | 20.5455 | 452 | 0.9815 | 0.4814 | 0.9815 | 0.9907 |
278
+ | No log | 20.6364 | 454 | 1.0084 | 0.3490 | 1.0084 | 1.0042 |
279
+ | No log | 20.7273 | 456 | 1.0351 | 0.4084 | 1.0351 | 1.0174 |
280
+ | No log | 20.8182 | 458 | 0.9931 | 0.3101 | 0.9931 | 0.9965 |
281
+ | No log | 20.9091 | 460 | 0.9841 | 0.3186 | 0.9841 | 0.9920 |
282
+ | No log | 21.0 | 462 | 0.9760 | 0.3849 | 0.9760 | 0.9879 |
283
+ | No log | 21.0909 | 464 | 0.9906 | 0.4454 | 0.9906 | 0.9953 |
284
+ | No log | 21.1818 | 466 | 1.0107 | 0.4522 | 1.0107 | 1.0054 |
285
+ | No log | 21.2727 | 468 | 1.0010 | 0.4522 | 1.0010 | 1.0005 |
286
+ | No log | 21.3636 | 470 | 0.9587 | 0.4385 | 0.9587 | 0.9791 |
287
+ | No log | 21.4545 | 472 | 0.9653 | 0.3929 | 0.9653 | 0.9825 |
288
+ | No log | 21.5455 | 474 | 0.9759 | 0.4235 | 0.9759 | 0.9879 |
289
+ | No log | 21.6364 | 476 | 0.9615 | 0.4253 | 0.9615 | 0.9806 |
290
+ | No log | 21.7273 | 478 | 0.9983 | 0.4993 | 0.9983 | 0.9991 |
291
+ | No log | 21.8182 | 480 | 1.0431 | 0.4731 | 1.0431 | 1.0213 |
292
+ | No log | 21.9091 | 482 | 1.0343 | 0.4676 | 1.0343 | 1.0170 |
293
+ | No log | 22.0 | 484 | 1.0192 | 0.4032 | 1.0192 | 1.0096 |
294
+ | No log | 22.0909 | 486 | 1.0257 | 0.3902 | 1.0257 | 1.0127 |
295
+ | No log | 22.1818 | 488 | 1.0241 | 0.4032 | 1.0241 | 1.0120 |
296
+ | No log | 22.2727 | 490 | 1.0231 | 0.3842 | 1.0231 | 1.0115 |
297
+ | No log | 22.3636 | 492 | 1.0523 | 0.3688 | 1.0523 | 1.0258 |
298
+ | No log | 22.4545 | 494 | 1.0863 | 0.3453 | 1.0863 | 1.0422 |
299
+ | No log | 22.5455 | 496 | 1.0383 | 0.3648 | 1.0383 | 1.0190 |
300
+ | No log | 22.6364 | 498 | 1.0251 | 0.3418 | 1.0251 | 1.0125 |
301
+ | 0.3413 | 22.7273 | 500 | 1.0234 | 0.3612 | 1.0234 | 1.0116 |
302
+ | 0.3413 | 22.8182 | 502 | 1.0000 | 0.3612 | 1.0000 | 1.0000 |
303
+ | 0.3413 | 22.9091 | 504 | 0.9804 | 0.3965 | 0.9804 | 0.9902 |
304
+ | 0.3413 | 23.0 | 506 | 1.0245 | 0.3812 | 1.0245 | 1.0122 |
305
+ | 0.3413 | 23.0909 | 508 | 1.0290 | 0.4068 | 1.0290 | 1.0144 |
306
+ | 0.3413 | 23.1818 | 510 | 0.9695 | 0.4138 | 0.9695 | 0.9847 |
307
+ | 0.3413 | 23.2727 | 512 | 0.9456 | 0.4568 | 0.9456 | 0.9724 |
308
+ | 0.3413 | 23.3636 | 514 | 0.9367 | 0.4508 | 0.9367 | 0.9678 |
309
+ | 0.3413 | 23.4545 | 516 | 0.9400 | 0.4233 | 0.9400 | 0.9696 |
310
+ | 0.3413 | 23.5455 | 518 | 0.9461 | 0.4233 | 0.9461 | 0.9727 |
311
+ | 0.3413 | 23.6364 | 520 | 0.9725 | 0.4430 | 0.9725 | 0.9862 |
312
+ | 0.3413 | 23.7273 | 522 | 0.9534 | 0.3849 | 0.9534 | 0.9764 |
313
+ | 0.3413 | 23.8182 | 524 | 0.9975 | 0.4676 | 0.9975 | 0.9988 |
314
+ | 0.3413 | 23.9091 | 526 | 1.0031 | 0.4676 | 1.0031 | 1.0016 |
315
+ | 0.3413 | 24.0 | 528 | 0.9869 | 0.3966 | 0.9869 | 0.9934 |
316
+ | 0.3413 | 24.0909 | 530 | 0.9767 | 0.3601 | 0.9767 | 0.9883 |
317
+ | 0.3413 | 24.1818 | 532 | 0.9757 | 0.4032 | 0.9757 | 0.9878 |
318
+ | 0.3413 | 24.2727 | 534 | 0.9812 | 0.4521 | 0.9812 | 0.9905 |
319
+ | 0.3413 | 24.3636 | 536 | 0.9775 | 0.3945 | 0.9775 | 0.9887 |
320
+ | 0.3413 | 24.4545 | 538 | 0.9855 | 0.3908 | 0.9855 | 0.9927 |
321
+ | 0.3413 | 24.5455 | 540 | 0.9820 | 0.4071 | 0.9820 | 0.9910 |
322
+ | 0.3413 | 24.6364 | 542 | 0.9703 | 0.4508 | 0.9703 | 0.9850 |
323
+ | 0.3413 | 24.7273 | 544 | 0.9639 | 0.4822 | 0.9639 | 0.9818 |
324
+ | 0.3413 | 24.8182 | 546 | 0.9649 | 0.3573 | 0.9649 | 0.9823 |
325
+ | 0.3413 | 24.9091 | 548 | 0.9517 | 0.4053 | 0.9517 | 0.9756 |
326
+ | 0.3413 | 25.0 | 550 | 0.9481 | 0.4401 | 0.9481 | 0.9737 |
327
+ | 0.3413 | 25.0909 | 552 | 0.9405 | 0.4933 | 0.9405 | 0.9698 |
328
+ | 0.3413 | 25.1818 | 554 | 0.9408 | 0.4444 | 0.9408 | 0.9699 |
329
+ | 0.3413 | 25.2727 | 556 | 0.9429 | 0.4444 | 0.9429 | 0.9711 |
330
+ | 0.3413 | 25.3636 | 558 | 0.9454 | 0.4444 | 0.9454 | 0.9723 |
331
+ | 0.3413 | 25.4545 | 560 | 0.9515 | 0.3949 | 0.9515 | 0.9755 |
332
+ | 0.3413 | 25.5455 | 562 | 0.9611 | 0.3639 | 0.9611 | 0.9803 |
333
+ | 0.3413 | 25.6364 | 564 | 0.9712 | 0.3639 | 0.9712 | 0.9855 |
334
+ | 0.3413 | 25.7273 | 566 | 0.9982 | 0.3596 | 0.9982 | 0.9991 |
335
+ | 0.3413 | 25.8182 | 568 | 1.0521 | 0.3993 | 1.0521 | 1.0257 |
336
+ | 0.3413 | 25.9091 | 570 | 1.0258 | 0.3596 | 1.0258 | 1.0128 |
337
+ | 0.3413 | 26.0 | 572 | 1.0126 | 0.4162 | 1.0126 | 1.0063 |
338
+ | 0.3413 | 26.0909 | 574 | 1.0240 | 0.4164 | 1.0240 | 1.0119 |
339
+ | 0.3413 | 26.1818 | 576 | 1.0100 | 0.4110 | 1.0100 | 1.0050 |
340
+ | 0.3413 | 26.2727 | 578 | 1.0500 | 0.3944 | 1.0500 | 1.0247 |
341
+ | 0.3413 | 26.3636 | 580 | 1.2142 | 0.4462 | 1.2142 | 1.1019 |
342
+ | 0.3413 | 26.4545 | 582 | 1.2111 | 0.4462 | 1.2111 | 1.1005 |
343
+ | 0.3413 | 26.5455 | 584 | 1.0763 | 0.4347 | 1.0763 | 1.0374 |
344
+ | 0.3413 | 26.6364 | 586 | 0.9537 | 0.3969 | 0.9537 | 0.9766 |
345
+ | 0.3413 | 26.7273 | 588 | 0.9699 | 0.4470 | 0.9699 | 0.9848 |
346
+ | 0.3413 | 26.8182 | 590 | 1.0235 | 0.3734 | 1.0235 | 1.0117 |
347
+ | 0.3413 | 26.9091 | 592 | 1.0131 | 0.3823 | 1.0131 | 1.0065 |
348
+ | 0.3413 | 27.0 | 594 | 0.9474 | 0.3747 | 0.9474 | 0.9734 |
349
+ | 0.3413 | 27.0909 | 596 | 0.9006 | 0.5253 | 0.9006 | 0.9490 |
350
+ | 0.3413 | 27.1818 | 598 | 0.9321 | 0.5041 | 0.9321 | 0.9655 |
351
+ | 0.3413 | 27.2727 | 600 | 0.9572 | 0.4500 | 0.9572 | 0.9784 |
352
+ | 0.3413 | 27.3636 | 602 | 0.9161 | 0.4912 | 0.9161 | 0.9571 |
353
+ | 0.3413 | 27.4545 | 604 | 0.8912 | 0.4834 | 0.8912 | 0.9440 |
354
+ | 0.3413 | 27.5455 | 606 | 0.9022 | 0.4840 | 0.9022 | 0.9498 |
355
+ | 0.3413 | 27.6364 | 608 | 0.9324 | 0.4572 | 0.9324 | 0.9656 |
356
+ | 0.3413 | 27.7273 | 610 | 0.9203 | 0.4840 | 0.9203 | 0.9593 |
357
+ | 0.3413 | 27.8182 | 612 | 0.9162 | 0.4834 | 0.9162 | 0.9572 |
358
+ | 0.3413 | 27.9091 | 614 | 0.9397 | 0.4652 | 0.9397 | 0.9694 |
359
+ | 0.3413 | 28.0 | 616 | 0.9420 | 0.4652 | 0.9420 | 0.9705 |
360
+ | 0.3413 | 28.0909 | 618 | 0.9395 | 0.4521 | 0.9395 | 0.9693 |
361
+ | 0.3413 | 28.1818 | 620 | 0.9368 | 0.4142 | 0.9368 | 0.9679 |
362
+ | 0.3413 | 28.2727 | 622 | 0.9666 | 0.3687 | 0.9666 | 0.9831 |
363
+ | 0.3413 | 28.3636 | 624 | 0.9819 | 0.3478 | 0.9819 | 0.9909 |
364
+ | 0.3413 | 28.4545 | 626 | 0.9599 | 0.4275 | 0.9599 | 0.9797 |
365
+ | 0.3413 | 28.5455 | 628 | 0.9447 | 0.5058 | 0.9447 | 0.9720 |
366
+ | 0.3413 | 28.6364 | 630 | 0.9767 | 0.4246 | 0.9767 | 0.9883 |
367
+ | 0.3413 | 28.7273 | 632 | 1.0215 | 0.4191 | 1.0215 | 1.0107 |
368
+ | 0.3413 | 28.8182 | 634 | 1.0224 | 0.3892 | 1.0224 | 1.0111 |
369
+ | 0.3413 | 28.9091 | 636 | 0.9982 | 0.3852 | 0.9982 | 0.9991 |
370
+ | 0.3413 | 29.0 | 638 | 0.9682 | 0.4234 | 0.9682 | 0.9840 |
371
+ | 0.3413 | 29.0909 | 640 | 0.9629 | 0.4450 | 0.9629 | 0.9812 |
372
+ | 0.3413 | 29.1818 | 642 | 0.9850 | 0.3738 | 0.9850 | 0.9925 |
373
+ | 0.3413 | 29.2727 | 644 | 0.9825 | 0.3874 | 0.9825 | 0.9912 |
374
+ | 0.3413 | 29.3636 | 646 | 0.9710 | 0.4450 | 0.9710 | 0.9854 |
375
+ | 0.3413 | 29.4545 | 648 | 0.9948 | 0.3820 | 0.9948 | 0.9974 |
376
+ | 0.3413 | 29.5455 | 650 | 1.0289 | 0.3859 | 1.0289 | 1.0144 |
377
+ | 0.3413 | 29.6364 | 652 | 1.0238 | 0.3728 | 1.0238 | 1.0118 |
378
+ | 0.3413 | 29.7273 | 654 | 1.0354 | 0.3956 | 1.0354 | 1.0175 |
379
+ | 0.3413 | 29.8182 | 656 | 1.0410 | 0.3956 | 1.0410 | 1.0203 |
380
+ | 0.3413 | 29.9091 | 658 | 1.0548 | 0.3865 | 1.0548 | 1.0270 |
381
+ | 0.3413 | 30.0 | 660 | 1.0350 | 0.3956 | 1.0350 | 1.0174 |
382
+ | 0.3413 | 30.0909 | 662 | 1.0087 | 0.4233 | 1.0087 | 1.0044 |
383
+ | 0.3413 | 30.1818 | 664 | 1.0002 | 0.4555 | 1.0002 | 1.0001 |
384
+ | 0.3413 | 30.2727 | 666 | 0.9917 | 0.4626 | 0.9917 | 0.9958 |
385
+ | 0.3413 | 30.3636 | 668 | 0.9874 | 0.4626 | 0.9874 | 0.9937 |
386
+ | 0.3413 | 30.4545 | 670 | 0.9790 | 0.4715 | 0.9790 | 0.9895 |
387
+ | 0.3413 | 30.5455 | 672 | 0.9791 | 0.4930 | 0.9791 | 0.9895 |
388
+ | 0.3413 | 30.6364 | 674 | 0.9833 | 0.4695 | 0.9833 | 0.9916 |
389
+ | 0.3413 | 30.7273 | 676 | 0.9919 | 0.4947 | 0.9919 | 0.9960 |
390
+ | 0.3413 | 30.8182 | 678 | 0.9900 | 0.4947 | 0.9900 | 0.9950 |
391
+ | 0.3413 | 30.9091 | 680 | 0.9846 | 0.4947 | 0.9846 | 0.9923 |
392
+ | 0.3413 | 31.0 | 682 | 0.9816 | 0.4738 | 0.9816 | 0.9908 |
393
+ | 0.3413 | 31.0909 | 684 | 0.9692 | 0.4930 | 0.9692 | 0.9845 |
394
+ | 0.3413 | 31.1818 | 686 | 0.9594 | 0.4930 | 0.9594 | 0.9795 |
395
+ | 0.3413 | 31.2727 | 688 | 0.9643 | 0.4847 | 0.9643 | 0.9820 |
396
+ | 0.3413 | 31.3636 | 690 | 0.9734 | 0.3862 | 0.9734 | 0.9866 |
397
+ | 0.3413 | 31.4545 | 692 | 0.9632 | 0.4197 | 0.9632 | 0.9814 |
398
+ | 0.3413 | 31.5455 | 694 | 0.9430 | 0.4847 | 0.9430 | 0.9711 |
399
+ | 0.3413 | 31.6364 | 696 | 0.9349 | 0.4898 | 0.9349 | 0.9669 |
400
+ | 0.3413 | 31.7273 | 698 | 0.9338 | 0.4898 | 0.9338 | 0.9664 |
401
+ | 0.3413 | 31.8182 | 700 | 0.9376 | 0.4789 | 0.9376 | 0.9683 |
402
+ | 0.3413 | 31.9091 | 702 | 0.9443 | 0.4671 | 0.9443 | 0.9718 |
403
+ | 0.3413 | 32.0 | 704 | 0.9510 | 0.4671 | 0.9510 | 0.9752 |
404
+ | 0.3413 | 32.0909 | 706 | 0.9645 | 0.4637 | 0.9645 | 0.9821 |
405
+ | 0.3413 | 32.1818 | 708 | 0.9716 | 0.4637 | 0.9716 | 0.9857 |
406
+ | 0.3413 | 32.2727 | 710 | 0.9640 | 0.4637 | 0.9640 | 0.9818 |
407
+ | 0.3413 | 32.3636 | 712 | 0.9647 | 0.4813 | 0.9647 | 0.9822 |
408
+ | 0.3413 | 32.4545 | 714 | 0.9836 | 0.4045 | 0.9836 | 0.9918 |
409
+ | 0.3413 | 32.5455 | 716 | 1.0121 | 0.3532 | 1.0121 | 1.0060 |
410
+ | 0.3413 | 32.6364 | 718 | 1.0193 | 0.3665 | 1.0193 | 1.0096 |
411
+ | 0.3413 | 32.7273 | 720 | 0.9897 | 0.3952 | 0.9897 | 0.9948 |
412
+ | 0.3413 | 32.8182 | 722 | 0.9623 | 0.4715 | 0.9623 | 0.9810 |
413
+ | 0.3413 | 32.9091 | 724 | 0.9744 | 0.4050 | 0.9744 | 0.9871 |
414
+ | 0.3413 | 33.0 | 726 | 1.0303 | 0.4028 | 1.0303 | 1.0150 |
415
+ | 0.3413 | 33.0909 | 728 | 1.0510 | 0.4080 | 1.0510 | 1.0252 |
416
+ | 0.3413 | 33.1818 | 730 | 1.0142 | 0.3367 | 1.0142 | 1.0071 |
417
+ | 0.3413 | 33.2727 | 732 | 0.9732 | 0.4050 | 0.9732 | 0.9865 |
418
+ | 0.3413 | 33.3636 | 734 | 0.9797 | 0.4420 | 0.9797 | 0.9898 |
419
+ | 0.3413 | 33.4545 | 736 | 1.0102 | 0.3397 | 1.0102 | 1.0051 |
420
+ | 0.3413 | 33.5455 | 738 | 1.0197 | 0.3397 | 1.0197 | 1.0098 |
421
+ | 0.3413 | 33.6364 | 740 | 0.9962 | 0.4100 | 0.9962 | 0.9981 |
422
+ | 0.3413 | 33.7273 | 742 | 0.9749 | 0.4479 | 0.9749 | 0.9874 |
423
+ | 0.3413 | 33.8182 | 744 | 0.9717 | 0.4479 | 0.9717 | 0.9858 |
424
+ | 0.3413 | 33.9091 | 746 | 0.9692 | 0.4479 | 0.9692 | 0.9845 |
425
+ | 0.3413 | 34.0 | 748 | 0.9719 | 0.4479 | 0.9719 | 0.9859 |
426
+ | 0.3413 | 34.0909 | 750 | 0.9781 | 0.4160 | 0.9781 | 0.9890 |
427
+ | 0.3413 | 34.1818 | 752 | 0.9826 | 0.4160 | 0.9826 | 0.9912 |
428
+ | 0.3413 | 34.2727 | 754 | 0.9814 | 0.4479 | 0.9814 | 0.9907 |
429
+ | 0.3413 | 34.3636 | 756 | 0.9834 | 0.4160 | 0.9834 | 0.9916 |
430
+ | 0.3413 | 34.4545 | 758 | 0.9911 | 0.4449 | 0.9911 | 0.9956 |
431
+ | 0.3413 | 34.5455 | 760 | 0.9884 | 0.4323 | 0.9884 | 0.9942 |
432
+ | 0.3413 | 34.6364 | 762 | 0.9730 | 0.4066 | 0.9730 | 0.9864 |
433
+ | 0.3413 | 34.7273 | 764 | 0.9587 | 0.4385 | 0.9587 | 0.9791 |
434
+ | 0.3413 | 34.8182 | 766 | 0.9553 | 0.4508 | 0.9553 | 0.9774 |
435
+ | 0.3413 | 34.9091 | 768 | 0.9583 | 0.4479 | 0.9583 | 0.9789 |
436
+ | 0.3413 | 35.0 | 770 | 0.9588 | 0.4479 | 0.9588 | 0.9792 |
437
+ | 0.3413 | 35.0909 | 772 | 0.9725 | 0.4061 | 0.9725 | 0.9861 |
438
+ | 0.3413 | 35.1818 | 774 | 0.9827 | 0.3821 | 0.9827 | 0.9913 |
439
+ | 0.3413 | 35.2727 | 776 | 1.0034 | 0.3960 | 1.0034 | 1.0017 |
440
+ | 0.3413 | 35.3636 | 778 | 0.9936 | 0.3920 | 0.9936 | 0.9968 |
441
+ | 0.3413 | 35.4545 | 780 | 0.9849 | 0.3639 | 0.9849 | 0.9924 |
442
+ | 0.3413 | 35.5455 | 782 | 0.9881 | 0.3639 | 0.9881 | 0.9940 |
443
+ | 0.3413 | 35.6364 | 784 | 1.0013 | 0.4004 | 1.0013 | 1.0007 |
444
+ | 0.3413 | 35.7273 | 786 | 1.0469 | 0.3935 | 1.0469 | 1.0232 |
445
+ | 0.3413 | 35.8182 | 788 | 1.1260 | 0.3573 | 1.1260 | 1.0612 |
446
+ | 0.3413 | 35.9091 | 790 | 1.1470 | 0.3739 | 1.1470 | 1.0710 |
447
+ | 0.3413 | 36.0 | 792 | 1.0838 | 0.3663 | 1.0838 | 1.0411 |
448
+ | 0.3413 | 36.0909 | 794 | 0.9921 | 0.3668 | 0.9921 | 0.9961 |
449
+ | 0.3413 | 36.1818 | 796 | 0.9480 | 0.4393 | 0.9480 | 0.9737 |
450
+ | 0.3413 | 36.2727 | 798 | 0.9492 | 0.4540 | 0.9492 | 0.9743 |
451
+ | 0.3413 | 36.3636 | 800 | 0.9475 | 0.4757 | 0.9475 | 0.9734 |
452
+ | 0.3413 | 36.4545 | 802 | 0.9372 | 0.4662 | 0.9372 | 0.9681 |
453
+ | 0.3413 | 36.5455 | 804 | 0.9294 | 0.4617 | 0.9294 | 0.9641 |
454
+ | 0.3413 | 36.6364 | 806 | 0.9372 | 0.4617 | 0.9372 | 0.9681 |
455
+ | 0.3413 | 36.7273 | 808 | 0.9407 | 0.4617 | 0.9407 | 0.9699 |
456
+ | 0.3413 | 36.8182 | 810 | 0.9456 | 0.4930 | 0.9456 | 0.9724 |
457
+ | 0.3413 | 36.9091 | 812 | 0.9517 | 0.4671 | 0.9517 | 0.9756 |
458
+ | 0.3413 | 37.0 | 814 | 0.9439 | 0.4575 | 0.9439 | 0.9715 |
459
+ | 0.3413 | 37.0909 | 816 | 0.9406 | 0.4444 | 0.9406 | 0.9699 |
460
+ | 0.3413 | 37.1818 | 818 | 0.9391 | 0.4540 | 0.9391 | 0.9691 |
461
+ | 0.3413 | 37.2727 | 820 | 0.9418 | 0.4181 | 0.9418 | 0.9705 |
462
+ | 0.3413 | 37.3636 | 822 | 0.9406 | 0.4181 | 0.9406 | 0.9698 |
463
+ | 0.3413 | 37.4545 | 824 | 0.9219 | 0.4715 | 0.9219 | 0.9602 |
464
+ | 0.3413 | 37.5455 | 826 | 0.9144 | 0.4738 | 0.9144 | 0.9562 |
465
+ | 0.3413 | 37.6364 | 828 | 0.9164 | 0.4643 | 0.9164 | 0.9573 |
466
+ | 0.3413 | 37.7273 | 830 | 0.9210 | 0.4643 | 0.9210 | 0.9597 |
467
+ | 0.3413 | 37.8182 | 832 | 0.9195 | 0.4738 | 0.9195 | 0.9589 |
468
+ | 0.3413 | 37.9091 | 834 | 0.9302 | 0.4444 | 0.9302 | 0.9645 |
469
+ | 0.3413 | 38.0 | 836 | 0.9499 | 0.4277 | 0.9499 | 0.9746 |
470
+ | 0.3413 | 38.0909 | 838 | 0.9460 | 0.4277 | 0.9460 | 0.9727 |
471
+ | 0.3413 | 38.1818 | 840 | 0.9294 | 0.4218 | 0.9294 | 0.9641 |
472
+ | 0.3413 | 38.2727 | 842 | 0.9336 | 0.4527 | 0.9336 | 0.9662 |
473
+ | 0.3413 | 38.3636 | 844 | 0.9589 | 0.3532 | 0.9589 | 0.9792 |
474
+ | 0.3413 | 38.4545 | 846 | 0.9665 | 0.3532 | 0.9665 | 0.9831 |
475
+ | 0.3413 | 38.5455 | 848 | 0.9491 | 0.3719 | 0.9491 | 0.9742 |
476
+ | 0.3413 | 38.6364 | 850 | 0.9293 | 0.4866 | 0.9293 | 0.9640 |
477
+ | 0.3413 | 38.7273 | 852 | 0.9296 | 0.4479 | 0.9296 | 0.9641 |
478
+ | 0.3413 | 38.8182 | 854 | 0.9332 | 0.4479 | 0.9332 | 0.9660 |
479
+ | 0.3413 | 38.9091 | 856 | 0.9371 | 0.4232 | 0.9371 | 0.9681 |
480
+ | 0.3413 | 39.0 | 858 | 0.9625 | 0.3989 | 0.9625 | 0.9811 |
481
+ | 0.3413 | 39.0909 | 860 | 1.0136 | 0.3494 | 1.0136 | 1.0068 |
482
+ | 0.3413 | 39.1818 | 862 | 1.0159 | 0.3494 | 1.0159 | 1.0079 |
483
+ | 0.3413 | 39.2727 | 864 | 0.9839 | 0.3719 | 0.9839 | 0.9919 |
484
+ | 0.3413 | 39.3636 | 866 | 0.9667 | 0.3688 | 0.9667 | 0.9832 |
485
+ | 0.3413 | 39.4545 | 868 | 0.9589 | 0.4479 | 0.9589 | 0.9792 |
486
+ | 0.3413 | 39.5455 | 870 | 0.9680 | 0.4413 | 0.9680 | 0.9839 |
487
+ | 0.3413 | 39.6364 | 872 | 0.9633 | 0.4142 | 0.9633 | 0.9815 |
488
+ | 0.3413 | 39.7273 | 874 | 0.9502 | 0.4142 | 0.9502 | 0.9748 |
489
+ | 0.3413 | 39.8182 | 876 | 0.9468 | 0.4138 | 0.9468 | 0.9730 |
490
+ | 0.3413 | 39.9091 | 878 | 0.9376 | 0.3862 | 0.9376 | 0.9683 |
491
+ | 0.3413 | 40.0 | 880 | 0.9236 | 0.3965 | 0.9236 | 0.9611 |
492
+ | 0.3413 | 40.0909 | 882 | 0.9114 | 0.3979 | 0.9114 | 0.9547 |
493
+ | 0.3413 | 40.1818 | 884 | 0.9089 | 0.4142 | 0.9089 | 0.9534 |
494
+ | 0.3413 | 40.2727 | 886 | 0.9075 | 0.4444 | 0.9075 | 0.9526 |
495
+ | 0.3413 | 40.3636 | 888 | 0.9071 | 0.4444 | 0.9071 | 0.9524 |
496
+ | 0.3413 | 40.4545 | 890 | 0.9087 | 0.4444 | 0.9087 | 0.9533 |
497
+ | 0.3413 | 40.5455 | 892 | 0.9078 | 0.4444 | 0.9078 | 0.9528 |
498
+ | 0.3413 | 40.6364 | 894 | 0.9130 | 0.4086 | 0.9130 | 0.9555 |
499
+ | 0.3413 | 40.7273 | 896 | 0.9160 | 0.3762 | 0.9160 | 0.9571 |
500
+ | 0.3413 | 40.8182 | 898 | 0.9208 | 0.3762 | 0.9208 | 0.9596 |
501
+ | 0.3413 | 40.9091 | 900 | 0.9221 | 0.3861 | 0.9221 | 0.9603 |
502
+ | 0.3413 | 41.0 | 902 | 0.9251 | 0.3861 | 0.9251 | 0.9618 |
503
+ | 0.3413 | 41.0909 | 904 | 0.9197 | 0.4042 | 0.9197 | 0.9590 |
504
+ | 0.3413 | 41.1818 | 906 | 0.9186 | 0.3943 | 0.9186 | 0.9585 |
505
+ | 0.3413 | 41.2727 | 908 | 0.9196 | 0.4455 | 0.9196 | 0.9589 |
506
+ | 0.3413 | 41.3636 | 910 | 0.9199 | 0.4081 | 0.9199 | 0.9591 |
507
+ | 0.3413 | 41.4545 | 912 | 0.9225 | 0.4081 | 0.9225 | 0.9605 |
508
+ | 0.3413 | 41.5455 | 914 | 0.9279 | 0.3943 | 0.9279 | 0.9632 |
509
+ | 0.3413 | 41.6364 | 916 | 0.9342 | 0.3811 | 0.9342 | 0.9665 |
510
+ | 0.3413 | 41.7273 | 918 | 0.9304 | 0.3943 | 0.9304 | 0.9646 |
511
+ | 0.3413 | 41.8182 | 920 | 0.9286 | 0.4081 | 0.9286 | 0.9636 |
512
+ | 0.3413 | 41.9091 | 922 | 0.9272 | 0.4352 | 0.9272 | 0.9629 |
513
+ | 0.3413 | 42.0 | 924 | 0.9320 | 0.4715 | 0.9320 | 0.9654 |
514
+ | 0.3413 | 42.0909 | 926 | 0.9366 | 0.4715 | 0.9366 | 0.9678 |
515
+ | 0.3413 | 42.1818 | 928 | 0.9380 | 0.4352 | 0.9380 | 0.9685 |
516
+ | 0.3413 | 42.2727 | 930 | 0.9391 | 0.4352 | 0.9391 | 0.9691 |
517
+ | 0.3413 | 42.3636 | 932 | 0.9358 | 0.4352 | 0.9358 | 0.9674 |
518
+ | 0.3413 | 42.4545 | 934 | 0.9367 | 0.4218 | 0.9367 | 0.9678 |
519
+ | 0.3413 | 42.5455 | 936 | 0.9283 | 0.4715 | 0.9283 | 0.9635 |
520
+ | 0.3413 | 42.6364 | 938 | 0.9221 | 0.4749 | 0.9221 | 0.9603 |
521
+ | 0.3413 | 42.7273 | 940 | 0.9199 | 0.4749 | 0.9199 | 0.9591 |
522
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523
+ | 0.3413 | 42.9091 | 944 | 0.9230 | 0.4583 | 0.9230 | 0.9607 |
524
+ | 0.3413 | 43.0 | 946 | 0.9228 | 0.4715 | 0.9228 | 0.9606 |
525
+ | 0.3413 | 43.0909 | 948 | 0.9242 | 0.4583 | 0.9242 | 0.9613 |
526
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527
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528
+ | 0.3413 | 43.3636 | 954 | 0.9294 | 0.4583 | 0.9294 | 0.9641 |
529
+ | 0.3413 | 43.4545 | 956 | 0.9323 | 0.4583 | 0.9323 | 0.9656 |
530
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531
+ | 0.3413 | 43.6364 | 960 | 0.9531 | 0.4316 | 0.9531 | 0.9762 |
532
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533
+ | 0.3413 | 43.8182 | 964 | 0.9671 | 0.3948 | 0.9671 | 0.9834 |
534
+ | 0.3413 | 43.9091 | 966 | 0.9715 | 0.3861 | 0.9715 | 0.9857 |
535
+ | 0.3413 | 44.0 | 968 | 0.9662 | 0.3861 | 0.9662 | 0.9830 |
536
+ | 0.3413 | 44.0909 | 970 | 0.9524 | 0.3943 | 0.9524 | 0.9759 |
537
+ | 0.3413 | 44.1818 | 972 | 0.9448 | 0.4455 | 0.9448 | 0.9720 |
538
+ | 0.3413 | 44.2727 | 974 | 0.9368 | 0.4591 | 0.9368 | 0.9679 |
539
+ | 0.3413 | 44.3636 | 976 | 0.9278 | 0.4455 | 0.9278 | 0.9632 |
540
+ | 0.3413 | 44.4545 | 978 | 0.9243 | 0.4042 | 0.9243 | 0.9614 |
541
+ | 0.3413 | 44.5455 | 980 | 0.9266 | 0.4418 | 0.9266 | 0.9626 |
542
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543
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544
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545
+ | 0.3413 | 44.9091 | 988 | 1.0126 | 0.3532 | 1.0126 | 1.0063 |
546
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547
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548
+ | 0.3413 | 45.1818 | 994 | 1.0012 | 0.4138 | 1.0012 | 1.0006 |
549
+ | 0.3413 | 45.2727 | 996 | 0.9923 | 0.4331 | 0.9923 | 0.9962 |
550
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551
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552
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553
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557
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558
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559
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560
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561
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562
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564
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565
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566
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567
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568
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569
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570
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571
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572
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573
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574
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575
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576
+ | 0.0605 | 47.7273 | 1050 | 0.9430 | 0.4218 | 0.9430 | 0.9711 |
577
+ | 0.0605 | 47.8182 | 1052 | 0.9390 | 0.4218 | 0.9390 | 0.9690 |
578
+ | 0.0605 | 47.9091 | 1054 | 0.9368 | 0.4218 | 0.9368 | 0.9679 |
579
+ | 0.0605 | 48.0 | 1056 | 0.9322 | 0.4352 | 0.9322 | 0.9655 |
580
+ | 0.0605 | 48.0909 | 1058 | 0.9400 | 0.3913 | 0.9400 | 0.9695 |
581
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582
+ | 0.0605 | 48.2727 | 1062 | 0.9403 | 0.4303 | 0.9403 | 0.9697 |
583
+ | 0.0605 | 48.3636 | 1064 | 0.9170 | 0.4196 | 0.9170 | 0.9576 |
584
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585
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586
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587
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588
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589
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590
+ | 0.0605 | 49.0 | 1078 | 0.9034 | 0.4583 | 0.9034 | 0.9505 |
591
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592
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593
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594
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595
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596
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597
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598
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599
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600
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601
+ | 0.0605 | 50.0 | 1100 | 0.9288 | 0.3767 | 0.9288 | 0.9637 |
602
+ | 0.0605 | 50.0909 | 1102 | 0.9489 | 0.3719 | 0.9489 | 0.9741 |
603
+
604
+
605
+ ### Framework versions
606
+
607
+ - Transformers 4.44.2
608
+ - Pytorch 2.4.0+cu118
609
+ - Datasets 2.21.0
610
+ - Tokenizers 0.19.1
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