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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task7_organization

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  1. README.md +538 -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_k17_task7_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_k17_task7_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: 1.0754
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+ - Qwk: 0.0462
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+ - Mse: 1.0754
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+ - Rmse: 1.0370
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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 | 0.05 | 2 | 2.7815 | -0.0481 | 2.7815 | 1.6678 |
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+ | No log | 0.1 | 4 | 1.7927 | 0.0061 | 1.7927 | 1.3389 |
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+ | No log | 0.15 | 6 | 2.0211 | -0.1653 | 2.0211 | 1.4217 |
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+ | No log | 0.2 | 8 | 1.3569 | -0.1328 | 1.3569 | 1.1648 |
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+ | No log | 0.25 | 10 | 1.0144 | 0.0054 | 1.0144 | 1.0072 |
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+ | No log | 0.3 | 12 | 0.9010 | 0.1461 | 0.9010 | 0.9492 |
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+ | No log | 0.35 | 14 | 0.9014 | 0.1534 | 0.9014 | 0.9494 |
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+ | No log | 0.4 | 16 | 0.8922 | 0.1636 | 0.8922 | 0.9445 |
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+ | No log | 0.45 | 18 | 0.8487 | 0.0679 | 0.8487 | 0.9212 |
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+ | No log | 0.5 | 20 | 0.9147 | 0.1511 | 0.9147 | 0.9564 |
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+ | No log | 0.55 | 22 | 1.0285 | 0.1259 | 1.0285 | 1.0141 |
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+ | No log | 0.6 | 24 | 1.0813 | 0.0986 | 1.0813 | 1.0398 |
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+ | No log | 0.65 | 26 | 0.8837 | 0.2132 | 0.8837 | 0.9401 |
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+ | No log | 0.7 | 28 | 0.7961 | 0.0937 | 0.7961 | 0.8922 |
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+ | No log | 0.75 | 30 | 0.7689 | 0.0481 | 0.7689 | 0.8769 |
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+ | No log | 0.8 | 32 | 0.7462 | 0.0481 | 0.7462 | 0.8638 |
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+ | No log | 0.85 | 34 | 0.7381 | 0.0884 | 0.7381 | 0.8591 |
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+ | No log | 0.9 | 36 | 0.7520 | 0.0 | 0.7520 | 0.8672 |
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+ | No log | 0.95 | 38 | 0.7783 | 0.0481 | 0.7783 | 0.8822 |
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+ | No log | 1.0 | 40 | 0.7709 | 0.0 | 0.7709 | 0.8780 |
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+ | No log | 1.05 | 42 | 0.7433 | 0.0 | 0.7433 | 0.8622 |
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+ | No log | 1.1 | 44 | 0.7383 | 0.0 | 0.7383 | 0.8592 |
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+ | No log | 1.15 | 46 | 0.7397 | 0.0 | 0.7397 | 0.8601 |
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+ | No log | 1.2 | 48 | 0.7337 | 0.0884 | 0.7337 | 0.8566 |
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+ | No log | 1.25 | 50 | 0.7301 | 0.1236 | 0.7301 | 0.8544 |
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+ | No log | 1.3 | 52 | 0.7242 | 0.1456 | 0.7242 | 0.8510 |
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+ | No log | 1.35 | 54 | 0.7434 | 0.1807 | 0.7434 | 0.8622 |
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+ | No log | 1.4 | 56 | 0.7364 | 0.1508 | 0.7364 | 0.8581 |
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+ | No log | 1.45 | 58 | 0.7273 | 0.1187 | 0.7273 | 0.8528 |
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+ | No log | 1.5 | 60 | 0.7258 | 0.0840 | 0.7258 | 0.8520 |
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+ | No log | 1.55 | 62 | 0.7335 | 0.0444 | 0.7335 | 0.8565 |
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+ | No log | 1.6 | 64 | 0.7513 | 0.0937 | 0.7513 | 0.8668 |
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+ | No log | 1.65 | 66 | 0.7398 | 0.0481 | 0.7398 | 0.8601 |
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+ | No log | 1.7 | 68 | 0.7442 | 0.0 | 0.7442 | 0.8627 |
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+ | No log | 1.75 | 70 | 0.7480 | 0.0 | 0.7480 | 0.8649 |
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+ | No log | 1.8 | 72 | 0.7431 | -0.0027 | 0.7431 | 0.8620 |
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+ | No log | 1.85 | 74 | 0.7483 | 0.0893 | 0.7483 | 0.8651 |
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+ | No log | 1.9 | 76 | 0.7506 | 0.0026 | 0.7506 | 0.8664 |
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+ | No log | 1.95 | 78 | 0.7455 | 0.0026 | 0.7455 | 0.8634 |
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+ | No log | 2.0 | 80 | 0.7296 | 0.0764 | 0.7296 | 0.8542 |
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+ | No log | 2.05 | 82 | 0.7244 | 0.0410 | 0.7244 | 0.8511 |
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+ | No log | 2.1 | 84 | 0.7185 | 0.0481 | 0.7185 | 0.8476 |
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+ | No log | 2.15 | 86 | 0.7201 | 0.0481 | 0.7201 | 0.8486 |
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+ | No log | 2.2 | 88 | 0.7684 | 0.0688 | 0.7684 | 0.8766 |
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+ | No log | 2.25 | 90 | 0.8472 | -0.0047 | 0.8472 | 0.9204 |
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+ | No log | 2.3 | 92 | 0.9219 | 0.0336 | 0.9219 | 0.9601 |
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+ | No log | 2.35 | 94 | 0.8592 | 0.0661 | 0.8592 | 0.9269 |
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+ | No log | 2.4 | 96 | 0.7926 | 0.1448 | 0.7926 | 0.8903 |
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+ | No log | 2.45 | 98 | 0.7396 | 0.2158 | 0.7396 | 0.8600 |
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+ | No log | 2.5 | 100 | 0.7441 | 0.2158 | 0.7441 | 0.8626 |
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+ | No log | 2.55 | 102 | 0.7275 | 0.1867 | 0.7275 | 0.8529 |
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+ | No log | 2.6 | 104 | 0.7325 | 0.2509 | 0.7325 | 0.8559 |
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+ | No log | 2.65 | 106 | 0.7702 | 0.2218 | 0.7702 | 0.8776 |
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+ | No log | 2.7 | 108 | 0.7711 | 0.2158 | 0.7711 | 0.8781 |
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+ | No log | 2.75 | 110 | 0.7584 | 0.2158 | 0.7584 | 0.8709 |
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+ | No log | 2.8 | 112 | 0.7624 | 0.2158 | 0.7624 | 0.8732 |
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+ | No log | 2.85 | 114 | 0.7761 | 0.2413 | 0.7761 | 0.8810 |
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+ | No log | 2.9 | 116 | 0.7774 | 0.1901 | 0.7774 | 0.8817 |
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+ | No log | 2.95 | 118 | 0.7895 | 0.2847 | 0.7895 | 0.8885 |
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+ | No log | 3.0 | 120 | 0.7612 | 0.1624 | 0.7612 | 0.8724 |
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+ | No log | 3.05 | 122 | 0.7446 | 0.2158 | 0.7446 | 0.8629 |
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+ | No log | 3.1 | 124 | 0.7593 | 0.1010 | 0.7593 | 0.8714 |
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+ | No log | 3.15 | 126 | 0.8075 | 0.0971 | 0.8075 | 0.8986 |
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+ | No log | 3.2 | 128 | 0.7975 | 0.0971 | 0.7975 | 0.8930 |
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+ | No log | 3.25 | 130 | 0.7766 | 0.0697 | 0.7766 | 0.8812 |
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+ | No log | 3.3 | 132 | 0.7984 | 0.1051 | 0.7984 | 0.8936 |
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+ | No log | 3.35 | 134 | 0.9101 | 0.2149 | 0.9101 | 0.9540 |
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+ | No log | 3.4 | 136 | 1.0358 | 0.2521 | 1.0358 | 1.0177 |
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+ | No log | 3.45 | 138 | 1.0471 | 0.2364 | 1.0471 | 1.0233 |
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+ | No log | 3.5 | 140 | 0.9628 | 0.1995 | 0.9628 | 0.9812 |
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+ | No log | 3.55 | 142 | 0.9067 | 0.0584 | 0.9067 | 0.9522 |
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+ | No log | 3.6 | 144 | 0.8637 | 0.0697 | 0.8637 | 0.9293 |
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+ | No log | 3.65 | 146 | 0.9336 | 0.0975 | 0.9336 | 0.9662 |
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+ | No log | 3.7 | 148 | 0.9419 | 0.0856 | 0.9419 | 0.9705 |
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+ | No log | 3.75 | 150 | 0.9849 | 0.2193 | 0.9849 | 0.9924 |
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+ | No log | 3.8 | 152 | 0.9769 | 0.2892 | 0.9769 | 0.9884 |
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+ | No log | 3.85 | 154 | 0.9240 | 0.2439 | 0.9240 | 0.9613 |
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+ | No log | 3.9 | 156 | 0.8655 | 0.2943 | 0.8655 | 0.9303 |
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+ | No log | 3.95 | 158 | 0.8632 | 0.3369 | 0.8632 | 0.9291 |
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+ | No log | 4.0 | 160 | 0.9115 | 0.2912 | 0.9115 | 0.9547 |
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+ | No log | 4.05 | 162 | 0.8749 | 0.3115 | 0.8749 | 0.9354 |
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+ | No log | 4.1 | 164 | 0.8485 | 0.3157 | 0.8485 | 0.9212 |
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+ | No log | 4.15 | 166 | 0.8877 | 0.2059 | 0.8877 | 0.9422 |
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+ | No log | 4.2 | 168 | 0.8398 | 0.2662 | 0.8398 | 0.9164 |
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+ | No log | 4.25 | 170 | 0.7146 | 0.3020 | 0.7146 | 0.8453 |
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+ | No log | 4.3 | 172 | 0.6766 | 0.1829 | 0.6766 | 0.8225 |
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+ | No log | 4.35 | 174 | 0.6850 | 0.2181 | 0.6850 | 0.8276 |
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+ | No log | 4.4 | 176 | 0.7396 | 0.4052 | 0.7396 | 0.8600 |
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+ | No log | 4.45 | 178 | 0.8550 | 0.4251 | 0.8550 | 0.9247 |
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+ | No log | 4.5 | 180 | 0.8611 | 0.3754 | 0.8611 | 0.9280 |
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+ | No log | 4.55 | 182 | 0.8287 | 0.4251 | 0.8287 | 0.9103 |
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+ | No log | 4.6 | 184 | 0.7763 | 0.3167 | 0.7763 | 0.8811 |
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+ | No log | 4.65 | 186 | 0.7740 | 0.3167 | 0.7740 | 0.8798 |
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+ | No log | 4.7 | 188 | 0.7625 | 0.3622 | 0.7625 | 0.8732 |
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+ | No log | 4.75 | 190 | 0.7500 | 0.3341 | 0.7500 | 0.8660 |
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+ | No log | 4.8 | 192 | 0.7489 | 0.2950 | 0.7489 | 0.8654 |
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+ | No log | 4.85 | 194 | 0.7782 | 0.4884 | 0.7782 | 0.8821 |
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+ | No log | 4.9 | 196 | 0.7834 | 0.5120 | 0.7834 | 0.8851 |
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+ | No log | 4.95 | 198 | 0.8070 | 0.3789 | 0.8070 | 0.8983 |
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+ | No log | 5.0 | 200 | 0.8071 | 0.2950 | 0.8071 | 0.8984 |
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+ | No log | 5.05 | 202 | 0.8578 | 0.3234 | 0.8578 | 0.9262 |
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+ | No log | 5.1 | 204 | 0.8973 | 0.3918 | 0.8973 | 0.9472 |
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+ | No log | 5.15 | 206 | 0.8158 | 0.3372 | 0.8158 | 0.9032 |
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+ | No log | 5.2 | 208 | 0.7714 | 0.2847 | 0.7714 | 0.8783 |
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+ | No log | 5.25 | 210 | 0.8357 | 0.4224 | 0.8357 | 0.9142 |
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+ | No log | 5.3 | 212 | 0.9080 | 0.3727 | 0.9080 | 0.9529 |
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+ | No log | 5.35 | 214 | 0.9664 | 0.3727 | 0.9664 | 0.9831 |
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+ | No log | 5.4 | 216 | 0.9304 | 0.3012 | 0.9304 | 0.9646 |
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+ | No log | 5.45 | 218 | 0.9390 | 0.2779 | 0.9390 | 0.9690 |
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+ | No log | 5.5 | 220 | 0.8981 | 0.1029 | 0.8981 | 0.9477 |
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+ | No log | 5.55 | 222 | 0.8721 | 0.1577 | 0.8721 | 0.9339 |
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+ | No log | 5.6 | 224 | 0.8147 | 0.1624 | 0.8147 | 0.9026 |
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+ | No log | 5.65 | 226 | 0.7475 | 0.3127 | 0.7475 | 0.8646 |
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+ | No log | 5.7 | 228 | 0.7594 | 0.3399 | 0.7594 | 0.8714 |
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+ | No log | 5.75 | 230 | 0.8364 | 0.3425 | 0.8364 | 0.9146 |
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+ | No log | 5.8 | 232 | 0.9304 | 0.2886 | 0.9304 | 0.9645 |
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+ | No log | 5.85 | 234 | 1.0254 | 0.2683 | 1.0254 | 1.0126 |
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+ | No log | 5.9 | 236 | 1.0362 | 0.2683 | 1.0362 | 1.0179 |
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+ | No log | 5.95 | 238 | 0.9750 | 0.2886 | 0.9750 | 0.9874 |
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+ | No log | 6.0 | 240 | 0.9937 | 0.3395 | 0.9937 | 0.9968 |
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+ | No log | 6.05 | 242 | 1.0004 | 0.3247 | 1.0004 | 1.0002 |
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+ | No log | 6.1 | 244 | 0.8859 | 0.2923 | 0.8859 | 0.9412 |
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+ | No log | 6.15 | 246 | 0.8550 | 0.2967 | 0.8550 | 0.9246 |
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+ | No log | 6.2 | 248 | 0.8317 | 0.3545 | 0.8317 | 0.9120 |
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+ | No log | 6.25 | 250 | 0.8385 | 0.3127 | 0.8385 | 0.9157 |
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+ | No log | 6.3 | 252 | 0.8527 | 0.2692 | 0.8527 | 0.9234 |
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+ | No log | 6.35 | 254 | 0.9042 | 0.3892 | 0.9042 | 0.9509 |
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+ | No log | 6.4 | 256 | 0.9010 | 0.4113 | 0.9010 | 0.9492 |
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+ | No log | 6.45 | 258 | 0.8617 | 0.4328 | 0.8617 | 0.9283 |
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+ | No log | 6.5 | 260 | 0.8275 | 0.3169 | 0.8275 | 0.9097 |
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+ | No log | 6.55 | 262 | 0.8960 | 0.2982 | 0.8960 | 0.9466 |
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+ | No log | 6.6 | 264 | 1.0151 | 0.2977 | 1.0151 | 1.0075 |
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+ | No log | 6.65 | 266 | 1.0324 | 0.2876 | 1.0324 | 1.0161 |
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+ | No log | 6.7 | 268 | 0.9790 | 0.3082 | 0.9790 | 0.9894 |
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+ | No log | 6.75 | 270 | 0.9558 | 0.3417 | 0.9558 | 0.9777 |
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+ | No log | 6.8 | 272 | 0.9772 | 0.3082 | 0.9772 | 0.9885 |
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+ | No log | 6.85 | 274 | 1.0048 | 0.2876 | 1.0048 | 1.0024 |
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+ | No log | 6.9 | 276 | 1.0751 | 0.2264 | 1.0751 | 1.0369 |
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+ | No log | 6.95 | 278 | 1.1302 | 0.1995 | 1.1302 | 1.0631 |
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+ | No log | 7.0 | 280 | 1.0435 | 0.2439 | 1.0435 | 1.0215 |
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+ | No log | 7.05 | 282 | 1.0062 | 0.2956 | 1.0062 | 1.0031 |
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+ | No log | 7.1 | 284 | 1.0261 | 0.3253 | 1.0261 | 1.0130 |
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+ | No log | 7.15 | 286 | 0.9877 | 0.3253 | 0.9877 | 0.9939 |
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+ | No log | 7.2 | 288 | 0.8878 | 0.5402 | 0.8878 | 0.9422 |
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+ | No log | 7.25 | 290 | 0.8381 | 0.3894 | 0.8381 | 0.9155 |
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+ | No log | 7.3 | 292 | 0.8505 | 0.3894 | 0.8505 | 0.9222 |
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+ | No log | 7.35 | 294 | 0.9370 | 0.4162 | 0.9370 | 0.9680 |
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+ | No log | 7.4 | 296 | 1.0075 | 0.2659 | 1.0075 | 1.0037 |
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+ | No log | 7.45 | 298 | 0.9639 | 0.3739 | 0.9639 | 0.9818 |
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+ | No log | 7.5 | 300 | 0.8622 | 0.5029 | 0.8622 | 0.9286 |
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+ | No log | 7.55 | 302 | 0.8358 | 0.3894 | 0.8358 | 0.9142 |
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+ | No log | 7.6 | 304 | 0.8985 | 0.3869 | 0.8985 | 0.9479 |
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+ | No log | 7.65 | 306 | 1.0091 | 0.3767 | 1.0091 | 1.0045 |
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+ | No log | 7.7 | 308 | 1.0558 | 0.2824 | 1.0558 | 1.0275 |
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+ | No log | 7.75 | 310 | 0.9737 | 0.3678 | 0.9737 | 0.9867 |
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+ | No log | 7.8 | 312 | 0.8828 | 0.2899 | 0.8828 | 0.9396 |
208
+ | No log | 7.85 | 314 | 0.8188 | 0.2558 | 0.8188 | 0.9049 |
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+ | No log | 7.9 | 316 | 0.8384 | 0.2077 | 0.8384 | 0.9157 |
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+ | No log | 7.95 | 318 | 0.9457 | 0.2547 | 0.9457 | 0.9725 |
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+ | No log | 8.0 | 320 | 1.0946 | 0.1030 | 1.0946 | 1.0462 |
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+ | No log | 8.05 | 322 | 1.2364 | 0.1630 | 1.2364 | 1.1119 |
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+ | No log | 8.1 | 324 | 1.2732 | 0.1445 | 1.2732 | 1.1283 |
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+ | No log | 8.15 | 326 | 1.0747 | 0.1457 | 1.0747 | 1.0367 |
215
+ | No log | 8.2 | 328 | 0.8665 | 0.3167 | 0.8665 | 0.9308 |
216
+ | No log | 8.25 | 330 | 0.7977 | 0.3387 | 0.7977 | 0.8931 |
217
+ | No log | 8.3 | 332 | 0.8006 | 0.2883 | 0.8006 | 0.8947 |
218
+ | No log | 8.35 | 334 | 0.8646 | 0.3637 | 0.8646 | 0.9298 |
219
+ | No log | 8.4 | 336 | 0.9317 | 0.4230 | 0.9317 | 0.9653 |
220
+ | No log | 8.45 | 338 | 0.8908 | 0.3991 | 0.8908 | 0.9438 |
221
+ | No log | 8.5 | 340 | 0.7968 | 0.2817 | 0.7968 | 0.8926 |
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+ | No log | 8.55 | 342 | 0.7467 | 0.3020 | 0.7467 | 0.8641 |
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+ | No log | 8.6 | 344 | 0.7310 | 0.2471 | 0.7310 | 0.8550 |
224
+ | No log | 8.65 | 346 | 0.7545 | 0.2589 | 0.7545 | 0.8686 |
225
+ | No log | 8.7 | 348 | 0.7999 | 0.3099 | 0.7999 | 0.8944 |
226
+ | No log | 8.75 | 350 | 0.8967 | 0.3940 | 0.8967 | 0.9469 |
227
+ | No log | 8.8 | 352 | 1.0051 | 0.2568 | 1.0051 | 1.0026 |
228
+ | No log | 8.85 | 354 | 1.1098 | 0.2101 | 1.1098 | 1.0535 |
229
+ | No log | 8.9 | 356 | 1.0758 | 0.2421 | 1.0758 | 1.0372 |
230
+ | No log | 8.95 | 358 | 0.9590 | 0.2971 | 0.9590 | 0.9793 |
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+ | No log | 9.0 | 360 | 0.8277 | 0.3372 | 0.8277 | 0.9098 |
232
+ | No log | 9.05 | 362 | 0.7652 | 0.2589 | 0.7652 | 0.8747 |
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+ | No log | 9.1 | 364 | 0.7531 | 0.2883 | 0.7531 | 0.8678 |
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+ | No log | 9.15 | 366 | 0.7831 | 0.2817 | 0.7831 | 0.8849 |
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+ | No log | 9.2 | 368 | 0.8093 | 0.3737 | 0.8093 | 0.8996 |
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+ | No log | 9.25 | 370 | 0.7960 | 0.3196 | 0.7960 | 0.8922 |
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+ | No log | 9.3 | 372 | 0.7802 | 0.2527 | 0.7802 | 0.8833 |
238
+ | No log | 9.35 | 374 | 0.8058 | 0.3099 | 0.8058 | 0.8977 |
239
+ | No log | 9.4 | 376 | 0.8698 | 0.4154 | 0.8698 | 0.9327 |
240
+ | No log | 9.45 | 378 | 0.8967 | 0.2923 | 0.8967 | 0.9469 |
241
+ | No log | 9.5 | 380 | 0.8721 | 0.3042 | 0.8721 | 0.9339 |
242
+ | No log | 9.55 | 382 | 0.8281 | 0.3302 | 0.8281 | 0.9100 |
243
+ | No log | 9.6 | 384 | 0.7880 | 0.3789 | 0.7880 | 0.8877 |
244
+ | No log | 9.65 | 386 | 0.8122 | 0.3444 | 0.8122 | 0.9012 |
245
+ | No log | 9.7 | 388 | 0.8866 | 0.3586 | 0.8866 | 0.9416 |
246
+ | No log | 9.75 | 390 | 0.9376 | 0.2670 | 0.9376 | 0.9683 |
247
+ | No log | 9.8 | 392 | 0.9172 | 0.2253 | 0.9172 | 0.9577 |
248
+ | No log | 9.85 | 394 | 0.8681 | 0.2471 | 0.8681 | 0.9317 |
249
+ | No log | 9.9 | 396 | 0.8026 | 0.1884 | 0.8026 | 0.8959 |
250
+ | No log | 9.95 | 398 | 0.7398 | 0.2063 | 0.7398 | 0.8601 |
251
+ | No log | 10.0 | 400 | 0.7391 | 0.2718 | 0.7391 | 0.8597 |
252
+ | No log | 10.05 | 402 | 0.7676 | 0.3099 | 0.7676 | 0.8761 |
253
+ | No log | 10.1 | 404 | 0.8502 | 0.3564 | 0.8502 | 0.9220 |
254
+ | No log | 10.15 | 406 | 1.0245 | 0.3010 | 1.0245 | 1.0122 |
255
+ | No log | 10.2 | 408 | 1.1584 | 0.1805 | 1.1584 | 1.0763 |
256
+ | No log | 10.25 | 410 | 1.1766 | 0.1961 | 1.1766 | 1.0847 |
257
+ | No log | 10.3 | 412 | 1.0601 | 0.2358 | 1.0601 | 1.0296 |
258
+ | No log | 10.35 | 414 | 0.8856 | 0.3913 | 0.8856 | 0.9411 |
259
+ | No log | 10.4 | 416 | 0.7855 | 0.2847 | 0.7855 | 0.8863 |
260
+ | No log | 10.45 | 418 | 0.7554 | 0.2913 | 0.7554 | 0.8691 |
261
+ | No log | 10.5 | 420 | 0.7340 | 0.2158 | 0.7340 | 0.8567 |
262
+ | No log | 10.55 | 422 | 0.7284 | 0.2158 | 0.7284 | 0.8534 |
263
+ | No log | 10.6 | 424 | 0.7346 | 0.1407 | 0.7346 | 0.8571 |
264
+ | No log | 10.65 | 426 | 0.7697 | 0.2589 | 0.7697 | 0.8773 |
265
+ | No log | 10.7 | 428 | 0.8409 | 0.3099 | 0.8409 | 0.9170 |
266
+ | No log | 10.75 | 430 | 0.8929 | 0.3234 | 0.8929 | 0.9450 |
267
+ | No log | 10.8 | 432 | 0.9182 | 0.3042 | 0.9182 | 0.9582 |
268
+ | No log | 10.85 | 434 | 0.9127 | 0.2784 | 0.9127 | 0.9554 |
269
+ | No log | 10.9 | 436 | 0.9932 | 0.2316 | 0.9932 | 0.9966 |
270
+ | No log | 10.95 | 438 | 1.0541 | 0.2412 | 1.0541 | 1.0267 |
271
+ | No log | 11.0 | 440 | 1.0786 | 0.2412 | 1.0786 | 1.0386 |
272
+ | No log | 11.05 | 442 | 1.0343 | 0.2227 | 1.0343 | 1.0170 |
273
+ | No log | 11.1 | 444 | 0.9311 | 0.2784 | 0.9311 | 0.9649 |
274
+ | No log | 11.15 | 446 | 0.9003 | 0.2574 | 0.9003 | 0.9489 |
275
+ | No log | 11.2 | 448 | 0.9355 | 0.2843 | 0.9355 | 0.9672 |
276
+ | No log | 11.25 | 450 | 0.9614 | 0.2574 | 0.9614 | 0.9805 |
277
+ | No log | 11.3 | 452 | 1.0205 | 0.1955 | 1.0205 | 1.0102 |
278
+ | No log | 11.35 | 454 | 1.0828 | 0.1827 | 1.0828 | 1.0406 |
279
+ | No log | 11.4 | 456 | 1.1495 | 0.1293 | 1.1495 | 1.0721 |
280
+ | No log | 11.45 | 458 | 1.1364 | 0.1909 | 1.1364 | 1.0660 |
281
+ | No log | 11.5 | 460 | 1.0658 | 0.2075 | 1.0658 | 1.0324 |
282
+ | No log | 11.55 | 462 | 1.0013 | 0.1692 | 1.0013 | 1.0007 |
283
+ | No log | 11.6 | 464 | 0.9741 | 0.1501 | 0.9741 | 0.9869 |
284
+ | No log | 11.65 | 466 | 0.9484 | 0.1867 | 0.9484 | 0.9738 |
285
+ | No log | 11.7 | 468 | 0.9782 | 0.1734 | 0.9782 | 0.9890 |
286
+ | No log | 11.75 | 470 | 1.0343 | 0.1573 | 1.0343 | 1.0170 |
287
+ | No log | 11.8 | 472 | 1.0619 | 0.2227 | 1.0619 | 1.0305 |
288
+ | No log | 11.85 | 474 | 1.0965 | 0.2100 | 1.0965 | 1.0471 |
289
+ | No log | 11.9 | 476 | 1.0422 | 0.2703 | 1.0422 | 1.0209 |
290
+ | No log | 11.95 | 478 | 0.9812 | 0.1501 | 0.9812 | 0.9906 |
291
+ | No log | 12.0 | 480 | 0.9728 | 0.1501 | 0.9728 | 0.9863 |
292
+ | No log | 12.05 | 482 | 0.9867 | 0.1422 | 0.9867 | 0.9933 |
293
+ | No log | 12.1 | 484 | 0.9741 | 0.1692 | 0.9741 | 0.9869 |
294
+ | No log | 12.15 | 486 | 0.9928 | 0.1692 | 0.9928 | 0.9964 |
295
+ | No log | 12.2 | 488 | 0.9996 | 0.1651 | 0.9996 | 0.9998 |
296
+ | No log | 12.25 | 490 | 1.0038 | 0.1692 | 1.0038 | 1.0019 |
297
+ | No log | 12.3 | 492 | 0.9871 | 0.2046 | 0.9871 | 0.9935 |
298
+ | No log | 12.35 | 494 | 0.9290 | 0.2632 | 0.9290 | 0.9638 |
299
+ | No log | 12.4 | 496 | 0.9141 | 0.2632 | 0.9141 | 0.9561 |
300
+ | No log | 12.45 | 498 | 0.9721 | 0.2843 | 0.9721 | 0.9859 |
301
+ | 0.3559 | 12.5 | 500 | 1.0361 | 0.1692 | 1.0361 | 1.0179 |
302
+ | 0.3559 | 12.55 | 502 | 1.0333 | 0.1822 | 1.0333 | 1.0165 |
303
+ | 0.3559 | 12.6 | 504 | 1.0326 | 0.1584 | 1.0326 | 1.0162 |
304
+ | 0.3559 | 12.65 | 506 | 1.0702 | 0.0803 | 1.0702 | 1.0345 |
305
+ | 0.3559 | 12.7 | 508 | 1.0406 | 0.1584 | 1.0406 | 1.0201 |
306
+ | 0.3559 | 12.75 | 510 | 0.9997 | 0.2352 | 0.9997 | 0.9999 |
307
+ | 0.3559 | 12.8 | 512 | 0.9725 | 0.1867 | 0.9725 | 0.9862 |
308
+ | 0.3559 | 12.85 | 514 | 0.9107 | 0.2817 | 0.9107 | 0.9543 |
309
+ | 0.3559 | 12.9 | 516 | 0.8876 | 0.2754 | 0.8876 | 0.9422 |
310
+ | 0.3559 | 12.95 | 518 | 0.8646 | 0.2754 | 0.8646 | 0.9298 |
311
+ | 0.3559 | 13.0 | 520 | 0.8035 | 0.3238 | 0.8035 | 0.8964 |
312
+ | 0.3559 | 13.05 | 522 | 0.7985 | 0.2950 | 0.7985 | 0.8936 |
313
+ | 0.3559 | 13.1 | 524 | 0.8662 | 0.2409 | 0.8662 | 0.9307 |
314
+ | 0.3559 | 13.15 | 526 | 0.9824 | 0.1385 | 0.9824 | 0.9912 |
315
+ | 0.3559 | 13.2 | 528 | 1.0687 | 0.2075 | 1.0687 | 1.0338 |
316
+ | 0.3559 | 13.25 | 530 | 1.0561 | 0.2075 | 1.0561 | 1.0277 |
317
+ | 0.3559 | 13.3 | 532 | 0.9803 | 0.1651 | 0.9803 | 0.9901 |
318
+ | 0.3559 | 13.35 | 534 | 0.9083 | 0.1914 | 0.9083 | 0.9531 |
319
+ | 0.3559 | 13.4 | 536 | 0.8907 | 0.2297 | 0.8907 | 0.9438 |
320
+ | 0.3559 | 13.45 | 538 | 0.9183 | 0.1180 | 0.9183 | 0.9583 |
321
+ | 0.3559 | 13.5 | 540 | 0.9664 | 0.1911 | 0.9664 | 0.9830 |
322
+ | 0.3559 | 13.55 | 542 | 1.0440 | 0.1787 | 1.0440 | 1.0217 |
323
+ | 0.3559 | 13.6 | 544 | 1.0957 | 0.1787 | 1.0957 | 1.0468 |
324
+ | 0.3559 | 13.65 | 546 | 1.0785 | 0.1787 | 1.0785 | 1.0385 |
325
+ | 0.3559 | 13.7 | 548 | 1.0023 | 0.1787 | 1.0023 | 1.0012 |
326
+ | 0.3559 | 13.75 | 550 | 0.9235 | 0.1777 | 0.9235 | 0.9610 |
327
+ | 0.3559 | 13.8 | 552 | 0.8722 | 0.2297 | 0.8722 | 0.9339 |
328
+ | 0.3559 | 13.85 | 554 | 0.9108 | 0.2297 | 0.9108 | 0.9543 |
329
+ | 0.3559 | 13.9 | 556 | 0.9007 | 0.1914 | 0.9007 | 0.9491 |
330
+ | 0.3559 | 13.95 | 558 | 0.9032 | 0.1914 | 0.9032 | 0.9504 |
331
+ | 0.3559 | 14.0 | 560 | 0.9296 | 0.2410 | 0.9296 | 0.9642 |
332
+ | 0.3559 | 14.05 | 562 | 1.0355 | 0.1869 | 1.0355 | 1.0176 |
333
+ | 0.3559 | 14.1 | 564 | 1.1113 | 0.1428 | 1.1113 | 1.0542 |
334
+ | 0.3559 | 14.15 | 566 | 1.1008 | 0.2141 | 1.1008 | 1.0492 |
335
+ | 0.3559 | 14.2 | 568 | 1.0136 | 0.2411 | 1.0136 | 1.0068 |
336
+ | 0.3559 | 14.25 | 570 | 0.9384 | 0.3169 | 0.9384 | 0.9687 |
337
+ | 0.3559 | 14.3 | 572 | 0.8950 | 0.2297 | 0.8950 | 0.9460 |
338
+ | 0.3559 | 14.35 | 574 | 0.9188 | 0.2574 | 0.9188 | 0.9585 |
339
+ | 0.3559 | 14.4 | 576 | 0.9862 | 0.2358 | 0.9862 | 0.9931 |
340
+ | 0.3559 | 14.45 | 578 | 1.0167 | 0.1692 | 1.0167 | 1.0083 |
341
+ | 0.3559 | 14.5 | 580 | 1.0321 | 0.1180 | 1.0321 | 1.0159 |
342
+ | 0.3559 | 14.55 | 582 | 1.0206 | 0.1180 | 1.0206 | 1.0103 |
343
+ | 0.3559 | 14.6 | 584 | 1.0164 | 0.2437 | 1.0164 | 1.0082 |
344
+ | 0.3559 | 14.65 | 586 | 0.9980 | 0.1911 | 0.9980 | 0.9990 |
345
+ | 0.3559 | 14.7 | 588 | 0.9958 | 0.2164 | 0.9958 | 0.9979 |
346
+ | 0.3559 | 14.75 | 590 | 0.9724 | 0.2164 | 0.9724 | 0.9861 |
347
+ | 0.3559 | 14.8 | 592 | 0.9617 | 0.2164 | 0.9617 | 0.9807 |
348
+ | 0.3559 | 14.85 | 594 | 0.9434 | 0.2784 | 0.9434 | 0.9713 |
349
+ | 0.3559 | 14.9 | 596 | 0.9472 | 0.3606 | 0.9472 | 0.9732 |
350
+ | 0.3559 | 14.95 | 598 | 0.9542 | 0.3169 | 0.9542 | 0.9768 |
351
+ | 0.3559 | 15.0 | 600 | 0.9227 | 0.3169 | 0.9227 | 0.9606 |
352
+ | 0.3559 | 15.05 | 602 | 0.8584 | 0.2784 | 0.8584 | 0.9265 |
353
+ | 0.3559 | 15.1 | 604 | 0.8454 | 0.2784 | 0.8454 | 0.9194 |
354
+ | 0.3559 | 15.15 | 606 | 0.8763 | 0.3042 | 0.8763 | 0.9361 |
355
+ | 0.3559 | 15.2 | 608 | 0.9143 | 0.2810 | 0.9143 | 0.9562 |
356
+ | 0.3559 | 15.25 | 610 | 0.9432 | 0.2703 | 0.9432 | 0.9712 |
357
+ | 0.3559 | 15.3 | 612 | 0.9527 | 0.2164 | 0.9527 | 0.9761 |
358
+ | 0.3559 | 15.35 | 614 | 0.9149 | 0.2000 | 0.9149 | 0.9565 |
359
+ | 0.3559 | 15.4 | 616 | 0.9573 | 0.1499 | 0.9573 | 0.9784 |
360
+ | 0.3559 | 15.45 | 618 | 1.0605 | 0.1870 | 1.0605 | 1.0298 |
361
+ | 0.3559 | 15.5 | 620 | 1.0966 | 0.1870 | 1.0966 | 1.0472 |
362
+ | 0.3559 | 15.55 | 622 | 1.1433 | 0.1679 | 1.1433 | 1.0692 |
363
+ | 0.3559 | 15.6 | 624 | 1.1018 | 0.1490 | 1.1018 | 1.0497 |
364
+ | 0.3559 | 15.65 | 626 | 1.0046 | 0.2032 | 1.0046 | 1.0023 |
365
+ | 0.3559 | 15.7 | 628 | 0.9653 | 0.2211 | 0.9653 | 0.9825 |
366
+ | 0.3559 | 15.75 | 630 | 0.9585 | 0.2211 | 0.9585 | 0.9790 |
367
+ | 0.3559 | 15.8 | 632 | 1.0727 | 0.1265 | 1.0727 | 1.0357 |
368
+ | 0.3559 | 15.85 | 634 | 1.1293 | 0.1758 | 1.1293 | 1.0627 |
369
+ | 0.3559 | 15.9 | 636 | 1.1570 | 0.1679 | 1.1570 | 1.0756 |
370
+ | 0.3559 | 15.95 | 638 | 1.2015 | 0.1679 | 1.2015 | 1.0961 |
371
+ | 0.3559 | 16.0 | 640 | 1.1414 | 0.1679 | 1.1414 | 1.0684 |
372
+ | 0.3559 | 16.05 | 642 | 1.0472 | 0.1635 | 1.0472 | 1.0233 |
373
+ | 0.3559 | 16.1 | 644 | 0.9685 | 0.2756 | 0.9685 | 0.9841 |
374
+ | 0.3559 | 16.15 | 646 | 0.9257 | 0.2810 | 0.9257 | 0.9622 |
375
+ | 0.3559 | 16.2 | 648 | 0.9181 | 0.3169 | 0.9181 | 0.9582 |
376
+ | 0.3559 | 16.25 | 650 | 0.9439 | 0.3347 | 0.9439 | 0.9715 |
377
+ | 0.3559 | 16.3 | 652 | 1.0069 | 0.2939 | 1.0069 | 1.0034 |
378
+ | 0.3559 | 16.35 | 654 | 1.0898 | 0.2264 | 1.0898 | 1.0439 |
379
+ | 0.3559 | 16.4 | 656 | 1.1320 | 0.1895 | 1.1320 | 1.0640 |
380
+ | 0.3559 | 16.45 | 658 | 1.0995 | 0.1968 | 1.0995 | 1.0486 |
381
+ | 0.3559 | 16.5 | 660 | 0.9695 | 0.2939 | 0.9695 | 0.9846 |
382
+ | 0.3559 | 16.55 | 662 | 0.8808 | 0.2615 | 0.8808 | 0.9385 |
383
+ | 0.3559 | 16.6 | 664 | 0.8782 | 0.2259 | 0.8782 | 0.9371 |
384
+ | 0.3559 | 16.65 | 666 | 0.9080 | 0.1911 | 0.9080 | 0.9529 |
385
+ | 0.3559 | 16.7 | 668 | 0.9489 | 0.1827 | 0.9489 | 0.9741 |
386
+ | 0.3559 | 16.75 | 670 | 1.0408 | 0.2392 | 1.0408 | 1.0202 |
387
+ | 0.3559 | 16.8 | 672 | 1.0373 | 0.2227 | 1.0373 | 1.0185 |
388
+ | 0.3559 | 16.85 | 674 | 0.9711 | 0.1747 | 0.9711 | 0.9855 |
389
+ | 0.3559 | 16.9 | 676 | 0.9008 | 0.2982 | 0.9008 | 0.9491 |
390
+ | 0.3559 | 16.95 | 678 | 0.8984 | 0.2982 | 0.8984 | 0.9479 |
391
+ | 0.3559 | 17.0 | 680 | 0.9232 | 0.2982 | 0.9232 | 0.9608 |
392
+ | 0.3559 | 17.05 | 682 | 0.9509 | 0.3110 | 0.9509 | 0.9752 |
393
+ | 0.3559 | 17.1 | 684 | 0.9527 | 0.3110 | 0.9527 | 0.9761 |
394
+ | 0.3559 | 17.15 | 686 | 0.9146 | 0.2923 | 0.9146 | 0.9563 |
395
+ | 0.3559 | 17.2 | 688 | 0.9187 | 0.2866 | 0.9187 | 0.9585 |
396
+ | 0.3559 | 17.25 | 690 | 0.9385 | 0.1827 | 0.9385 | 0.9687 |
397
+ | 0.3559 | 17.3 | 692 | 0.9435 | 0.1827 | 0.9435 | 0.9714 |
398
+ | 0.3559 | 17.35 | 694 | 0.9518 | 0.1499 | 0.9518 | 0.9756 |
399
+ | 0.3559 | 17.4 | 696 | 0.9639 | 0.1499 | 0.9639 | 0.9818 |
400
+ | 0.3559 | 17.45 | 698 | 0.9292 | 0.1499 | 0.9292 | 0.9640 |
401
+ | 0.3559 | 17.5 | 700 | 0.9305 | 0.1499 | 0.9305 | 0.9646 |
402
+ | 0.3559 | 17.55 | 702 | 0.8995 | 0.2562 | 0.8995 | 0.9484 |
403
+ | 0.3559 | 17.6 | 704 | 0.8398 | 0.3169 | 0.8398 | 0.9164 |
404
+ | 0.3559 | 17.65 | 706 | 0.8160 | 0.3372 | 0.8160 | 0.9034 |
405
+ | 0.3559 | 17.7 | 708 | 0.8594 | 0.3042 | 0.8594 | 0.9270 |
406
+ | 0.3559 | 17.75 | 710 | 0.9187 | 0.2259 | 0.9187 | 0.9585 |
407
+ | 0.3559 | 17.8 | 712 | 0.9937 | 0.2363 | 0.9937 | 0.9969 |
408
+ | 0.3559 | 17.85 | 714 | 1.0874 | 0.2271 | 1.0874 | 1.0428 |
409
+ | 0.3559 | 17.9 | 716 | 1.0767 | 0.2412 | 1.0767 | 1.0377 |
410
+ | 0.3559 | 17.95 | 718 | 1.0119 | 0.2552 | 1.0119 | 1.0059 |
411
+ | 0.3559 | 18.0 | 720 | 0.9545 | 0.1911 | 0.9545 | 0.9770 |
412
+ | 0.3559 | 18.05 | 722 | 0.9176 | 0.2982 | 0.9176 | 0.9579 |
413
+ | 0.3559 | 18.1 | 724 | 0.9192 | 0.2615 | 0.9192 | 0.9588 |
414
+ | 0.3559 | 18.15 | 726 | 0.9566 | 0.1911 | 0.9566 | 0.9781 |
415
+ | 0.3559 | 18.2 | 728 | 1.0233 | 0.2227 | 1.0233 | 1.0116 |
416
+ | 0.3559 | 18.25 | 730 | 1.1003 | 0.1564 | 1.1003 | 1.0490 |
417
+ | 0.3559 | 18.3 | 732 | 1.1947 | 0.1613 | 1.1947 | 1.0930 |
418
+ | 0.3559 | 18.35 | 734 | 1.2081 | 0.1613 | 1.2081 | 1.0991 |
419
+ | 0.3559 | 18.4 | 736 | 1.1517 | 0.1784 | 1.1517 | 1.0732 |
420
+ | 0.3559 | 18.45 | 738 | 1.1007 | 0.2183 | 1.1007 | 1.0491 |
421
+ | 0.3559 | 18.5 | 740 | 1.0787 | 0.2552 | 1.0787 | 1.0386 |
422
+ | 0.3559 | 18.55 | 742 | 1.0840 | 0.2504 | 1.0840 | 1.0412 |
423
+ | 0.3559 | 18.6 | 744 | 1.1201 | 0.2392 | 1.1201 | 1.0583 |
424
+ | 0.3559 | 18.65 | 746 | 1.1672 | 0.1713 | 1.1672 | 1.0804 |
425
+ | 0.3559 | 18.7 | 748 | 1.1556 | 0.1713 | 1.1556 | 1.0750 |
426
+ | 0.3559 | 18.75 | 750 | 1.0890 | 0.2437 | 1.0890 | 1.0436 |
427
+ | 0.3559 | 18.8 | 752 | 1.0070 | 0.2119 | 1.0070 | 1.0035 |
428
+ | 0.3559 | 18.85 | 754 | 0.9427 | 0.2726 | 0.9427 | 0.9709 |
429
+ | 0.3559 | 18.9 | 756 | 0.9104 | 0.2518 | 0.9104 | 0.9541 |
430
+ | 0.3559 | 18.95 | 758 | 0.8891 | 0.3302 | 0.8891 | 0.9429 |
431
+ | 0.3559 | 19.0 | 760 | 0.8679 | 0.3302 | 0.8679 | 0.9316 |
432
+ | 0.3559 | 19.05 | 762 | 0.8489 | 0.3167 | 0.8489 | 0.9214 |
433
+ | 0.3559 | 19.1 | 764 | 0.8329 | 0.3167 | 0.8329 | 0.9127 |
434
+ | 0.3559 | 19.15 | 766 | 0.8495 | 0.3444 | 0.8495 | 0.9217 |
435
+ | 0.3559 | 19.2 | 768 | 0.9087 | 0.4067 | 0.9087 | 0.9532 |
436
+ | 0.3559 | 19.25 | 770 | 0.9642 | 0.3051 | 0.9642 | 0.9819 |
437
+ | 0.3559 | 19.3 | 772 | 0.9685 | 0.2995 | 0.9685 | 0.9841 |
438
+ | 0.3559 | 19.35 | 774 | 0.9435 | 0.3473 | 0.9435 | 0.9713 |
439
+ | 0.3559 | 19.4 | 776 | 0.9080 | 0.3819 | 0.9080 | 0.9529 |
440
+ | 0.3559 | 19.45 | 778 | 0.9286 | 0.3433 | 0.9286 | 0.9636 |
441
+ | 0.3559 | 19.5 | 780 | 0.9535 | 0.3194 | 0.9535 | 0.9765 |
442
+ | 0.3559 | 19.55 | 782 | 0.9274 | 0.2223 | 0.9274 | 0.9630 |
443
+ | 0.3559 | 19.6 | 784 | 0.8843 | 0.2383 | 0.8843 | 0.9404 |
444
+ | 0.3559 | 19.65 | 786 | 0.8223 | 0.1598 | 0.8223 | 0.9068 |
445
+ | 0.3559 | 19.7 | 788 | 0.7812 | 0.2471 | 0.7812 | 0.8838 |
446
+ | 0.3559 | 19.75 | 790 | 0.7880 | 0.2027 | 0.7880 | 0.8877 |
447
+ | 0.3559 | 19.8 | 792 | 0.8455 | 0.2285 | 0.8455 | 0.9195 |
448
+ | 0.3559 | 19.85 | 794 | 0.9330 | 0.2632 | 0.9330 | 0.9659 |
449
+ | 0.3559 | 19.9 | 796 | 1.0173 | 0.1911 | 1.0173 | 1.0086 |
450
+ | 0.3559 | 19.95 | 798 | 1.0708 | 0.1422 | 1.0708 | 1.0348 |
451
+ | 0.3559 | 20.0 | 800 | 1.1168 | 0.1821 | 1.1168 | 1.0568 |
452
+ | 0.3559 | 20.05 | 802 | 1.1116 | 0.1909 | 1.1116 | 1.0543 |
453
+ | 0.3559 | 20.1 | 804 | 1.1245 | 0.1909 | 1.1245 | 1.0604 |
454
+ | 0.3559 | 20.15 | 806 | 1.1137 | 0.1328 | 1.1137 | 1.0553 |
455
+ | 0.3559 | 20.2 | 808 | 1.1157 | 0.1328 | 1.1157 | 1.0563 |
456
+ | 0.3559 | 20.25 | 810 | 1.1120 | 0.1635 | 1.1120 | 1.0545 |
457
+ | 0.3559 | 20.3 | 812 | 1.0757 | 0.1949 | 1.0757 | 1.0372 |
458
+ | 0.3559 | 20.35 | 814 | 1.0232 | 0.2075 | 1.0232 | 1.0116 |
459
+ | 0.3559 | 20.4 | 816 | 1.0141 | 0.2032 | 1.0141 | 1.0070 |
460
+ | 0.3559 | 20.45 | 818 | 0.9764 | 0.2810 | 0.9764 | 0.9881 |
461
+ | 0.3559 | 20.5 | 820 | 0.9691 | 0.2615 | 0.9691 | 0.9844 |
462
+ | 0.3559 | 20.55 | 822 | 0.9805 | 0.2562 | 0.9805 | 0.9902 |
463
+ | 0.3559 | 20.6 | 824 | 1.0114 | 0.2939 | 1.0114 | 1.0057 |
464
+ | 0.3559 | 20.65 | 826 | 1.0639 | 0.1990 | 1.0639 | 1.0315 |
465
+ | 0.3559 | 20.7 | 828 | 1.0771 | 0.2032 | 1.0771 | 1.0378 |
466
+ | 0.3559 | 20.75 | 830 | 1.0387 | 0.2032 | 1.0387 | 1.0192 |
467
+ | 0.3559 | 20.8 | 832 | 0.9869 | 0.2982 | 0.9869 | 0.9934 |
468
+ | 0.3559 | 20.85 | 834 | 0.9296 | 0.3105 | 0.9296 | 0.9642 |
469
+ | 0.3559 | 20.9 | 836 | 0.8970 | 0.3637 | 0.8970 | 0.9471 |
470
+ | 0.3559 | 20.95 | 838 | 0.8725 | 0.4067 | 0.8725 | 0.9341 |
471
+ | 0.3559 | 21.0 | 840 | 0.8015 | 0.3444 | 0.8015 | 0.8953 |
472
+ | 0.3559 | 21.05 | 842 | 0.7495 | 0.3868 | 0.7495 | 0.8657 |
473
+ | 0.3559 | 21.1 | 844 | 0.7492 | 0.3868 | 0.7492 | 0.8656 |
474
+ | 0.3559 | 21.15 | 846 | 0.7933 | 0.3444 | 0.7933 | 0.8907 |
475
+ | 0.3559 | 21.2 | 848 | 0.8807 | 0.4067 | 0.8807 | 0.9385 |
476
+ | 0.3559 | 21.25 | 850 | 0.9366 | 0.3169 | 0.9366 | 0.9678 |
477
+ | 0.3559 | 21.3 | 852 | 0.9918 | 0.1709 | 0.9918 | 0.9959 |
478
+ | 0.3559 | 21.35 | 854 | 1.0128 | 0.1671 | 1.0128 | 1.0064 |
479
+ | 0.3559 | 21.4 | 856 | 0.9443 | 0.3110 | 0.9443 | 0.9718 |
480
+ | 0.3559 | 21.45 | 858 | 0.8430 | 0.3819 | 0.8430 | 0.9182 |
481
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482
+ | 0.3559 | 21.55 | 862 | 0.7363 | 0.3312 | 0.7363 | 0.8581 |
483
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484
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485
+ | 0.3559 | 21.7 | 868 | 0.8943 | 0.3675 | 0.8943 | 0.9457 |
486
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487
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488
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489
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490
+ | 0.3559 | 21.95 | 878 | 0.9323 | 0.2562 | 0.9323 | 0.9655 |
491
+ | 0.3559 | 22.0 | 880 | 0.9044 | 0.2923 | 0.9044 | 0.9510 |
492
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493
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494
+ | 0.3559 | 22.15 | 886 | 1.0387 | 0.1709 | 1.0387 | 1.0192 |
495
+ | 0.3559 | 22.2 | 888 | 1.1398 | 0.1870 | 1.1398 | 1.0676 |
496
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497
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498
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499
+ | 0.3559 | 22.4 | 896 | 0.8689 | 0.2982 | 0.8689 | 0.9321 |
500
+ | 0.3559 | 22.45 | 898 | 0.8160 | 0.2463 | 0.8160 | 0.9033 |
501
+ | 0.3559 | 22.5 | 900 | 0.8254 | 0.2463 | 0.8254 | 0.9085 |
502
+ | 0.3559 | 22.55 | 902 | 0.8750 | 0.2982 | 0.8750 | 0.9354 |
503
+ | 0.3559 | 22.6 | 904 | 0.9017 | 0.2562 | 0.9017 | 0.9496 |
504
+ | 0.3559 | 22.65 | 906 | 0.9243 | 0.2211 | 0.9243 | 0.9614 |
505
+ | 0.3559 | 22.7 | 908 | 0.9374 | 0.2211 | 0.9374 | 0.9682 |
506
+ | 0.3559 | 22.75 | 910 | 0.8787 | 0.2982 | 0.8787 | 0.9374 |
507
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508
+ | 0.3559 | 22.85 | 914 | 0.8688 | 0.2923 | 0.8688 | 0.9321 |
509
+ | 0.3559 | 22.9 | 916 | 0.9236 | 0.3051 | 0.9236 | 0.9610 |
510
+ | 0.3559 | 22.95 | 918 | 0.9257 | 0.3051 | 0.9257 | 0.9621 |
511
+ | 0.3559 | 23.0 | 920 | 0.9021 | 0.3110 | 0.9021 | 0.9498 |
512
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513
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514
+ | 0.3559 | 23.15 | 926 | 0.7128 | 0.3868 | 0.7128 | 0.8443 |
515
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516
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517
+ | 0.3559 | 23.3 | 932 | 0.8099 | 0.2904 | 0.8099 | 0.9000 |
518
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519
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520
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521
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522
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523
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524
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526
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527
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528
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529
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530
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531
+
532
+
533
+ ### Framework versions
534
+
535
+ - Transformers 4.44.2
536
+ - Pytorch 2.4.0+cu118
537
+ - Datasets 2.21.0
538
+ - Tokenizers 0.19.1
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