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Arabic_FineTuningAraBERT_AugV4_k3_task3_organization_fold1

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  1. README.md +839 -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: Arabic_FineTuningAraBERT_AugV4_k3_task3_organization_fold0
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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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+ # Arabic_FineTuningAraBERT_AugV4_k3_task3_organization_fold0
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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: 1.0613
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+ - Qwk: -0.0421
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+ - Mse: 1.0613
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+ - Rmse: 1.0302
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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: 10
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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 | 0.0128 | 2 | 4.1624 | -0.0292 | 4.1624 | 2.0402 |
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+ | No log | 0.0256 | 4 | 2.9922 | 0.0338 | 2.9922 | 1.7298 |
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+ | No log | 0.0385 | 6 | 0.9657 | 0.0 | 0.9657 | 0.9827 |
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+ | No log | 0.0513 | 8 | 0.8134 | 0.2143 | 0.8134 | 0.9019 |
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+ | No log | 0.0641 | 10 | 0.9927 | -0.2384 | 0.9927 | 0.9963 |
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+ | No log | 0.0769 | 12 | 0.9936 | -0.0565 | 0.9936 | 0.9968 |
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+ | No log | 0.0897 | 14 | 0.9049 | 0.0 | 0.9049 | 0.9513 |
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+ | No log | 0.1026 | 16 | 1.0620 | 0.0 | 1.0620 | 1.0305 |
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+ | No log | 0.1154 | 18 | 1.0493 | 0.0 | 1.0493 | 1.0243 |
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+ | No log | 0.1282 | 20 | 0.8438 | -0.1786 | 0.8438 | 0.9186 |
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+ | No log | 0.1410 | 22 | 0.9011 | 0.0 | 0.9011 | 0.9493 |
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+ | No log | 0.1538 | 24 | 0.8540 | 0.0 | 0.8540 | 0.9241 |
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+ | No log | 0.1667 | 26 | 0.7426 | 0.0 | 0.7426 | 0.8617 |
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+ | No log | 0.1795 | 28 | 0.8230 | 0.0 | 0.8230 | 0.9072 |
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+ | No log | 0.1923 | 30 | 0.9520 | 0.0 | 0.9520 | 0.9757 |
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+ | No log | 0.2051 | 32 | 1.1259 | 0.0 | 1.1259 | 1.0611 |
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+ | No log | 0.2179 | 34 | 1.3975 | 0.0 | 1.3975 | 1.1822 |
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+ | No log | 0.2308 | 36 | 1.3572 | 0.0 | 1.3572 | 1.1650 |
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+ | No log | 0.2436 | 38 | 1.0757 | 0.0 | 1.0757 | 1.0372 |
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+ | No log | 0.2564 | 40 | 0.7895 | 0.0 | 0.7895 | 0.8885 |
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+ | No log | 0.2692 | 42 | 0.7220 | 0.0 | 0.7220 | 0.8497 |
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+ | No log | 0.2821 | 44 | 0.7312 | 0.4901 | 0.7312 | 0.8551 |
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+ | No log | 0.2949 | 46 | 0.7646 | 0.0 | 0.7646 | 0.8744 |
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+ | No log | 0.3077 | 48 | 0.8752 | 0.0 | 0.8752 | 0.9355 |
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+ | No log | 0.3205 | 50 | 0.9433 | 0.0 | 0.9433 | 0.9712 |
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+ | No log | 0.3333 | 52 | 0.8461 | 0.0 | 0.8461 | 0.9198 |
78
+ | No log | 0.3462 | 54 | 0.6995 | 0.4901 | 0.6995 | 0.8364 |
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+ | No log | 0.3590 | 56 | 0.7104 | 0.0833 | 0.7104 | 0.8428 |
80
+ | No log | 0.3718 | 58 | 0.6720 | 0.4901 | 0.6720 | 0.8198 |
81
+ | No log | 0.3846 | 60 | 0.7522 | 0.0 | 0.7522 | 0.8673 |
82
+ | No log | 0.3974 | 62 | 0.9535 | 0.0 | 0.9535 | 0.9765 |
83
+ | No log | 0.4103 | 64 | 1.4496 | 0.1037 | 1.4496 | 1.2040 |
84
+ | No log | 0.4231 | 66 | 1.5344 | -0.3968 | 1.5344 | 1.2387 |
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+ | No log | 0.4359 | 68 | 1.2598 | 0.0 | 1.2598 | 1.1224 |
86
+ | No log | 0.4487 | 70 | 0.8430 | 0.0 | 0.8430 | 0.9182 |
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+ | No log | 0.4615 | 72 | 0.6417 | 0.3293 | 0.6417 | 0.8010 |
88
+ | No log | 0.4744 | 74 | 0.6495 | 0.3293 | 0.6495 | 0.8059 |
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+ | No log | 0.4872 | 76 | 0.7126 | 0.2143 | 0.7126 | 0.8442 |
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+ | No log | 0.5 | 78 | 0.8482 | 0.0 | 0.8482 | 0.9210 |
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+ | No log | 0.5128 | 80 | 0.9174 | 0.0 | 0.9174 | 0.9578 |
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+ | No log | 0.5256 | 82 | 1.0425 | 0.0 | 1.0425 | 1.0210 |
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+ | No log | 0.5385 | 84 | 1.0631 | 0.0 | 1.0631 | 1.0311 |
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+ | No log | 0.5513 | 86 | 0.9310 | 0.0 | 0.9310 | 0.9649 |
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+ | No log | 0.5641 | 88 | 0.8369 | 0.0 | 0.8369 | 0.9148 |
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+ | No log | 0.5769 | 90 | 0.7918 | 0.0 | 0.7918 | 0.8899 |
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+ | No log | 0.5897 | 92 | 0.8535 | 0.0 | 0.8535 | 0.9239 |
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+ | No log | 0.6026 | 94 | 1.0682 | 0.0 | 1.0682 | 1.0335 |
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+ | No log | 0.6154 | 96 | 1.1339 | 0.1852 | 1.1339 | 1.0648 |
100
+ | No log | 0.6282 | 98 | 0.9162 | 0.0 | 0.9162 | 0.9572 |
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+ | No log | 0.6410 | 100 | 0.7625 | 0.2143 | 0.7625 | 0.8732 |
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+ | No log | 0.6538 | 102 | 0.8533 | 0.1538 | 0.8533 | 0.9238 |
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+ | No log | 0.6667 | 104 | 1.0974 | 0.1037 | 1.0974 | 1.0476 |
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+ | No log | 0.6795 | 106 | 0.9731 | 0.1270 | 0.9731 | 0.9865 |
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+ | No log | 0.6923 | 108 | 0.8416 | 0.1538 | 0.8416 | 0.9174 |
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+ | No log | 0.7051 | 110 | 1.0182 | 0.1270 | 1.0182 | 1.0091 |
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+ | No log | 0.7179 | 112 | 1.0933 | 0.1270 | 1.0933 | 1.0456 |
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+ | No log | 0.7308 | 114 | 0.7868 | 0.0 | 0.7868 | 0.8870 |
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+ | No log | 0.7436 | 116 | 0.6635 | 0.3623 | 0.6635 | 0.8146 |
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+ | No log | 0.7564 | 118 | 0.6696 | 0.3623 | 0.6696 | 0.8183 |
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+ | No log | 0.7692 | 120 | 0.7458 | 0.0 | 0.7458 | 0.8636 |
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+ | No log | 0.7821 | 122 | 0.8597 | 0.1852 | 0.8597 | 0.9272 |
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+ | No log | 0.7949 | 124 | 0.8029 | 0.1852 | 0.8029 | 0.8960 |
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+ | No log | 0.8077 | 126 | 0.8594 | 0.1852 | 0.8594 | 0.9270 |
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+ | No log | 0.8205 | 128 | 0.7505 | 0.5075 | 0.7505 | 0.8663 |
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+ | No log | 0.8333 | 130 | 0.6644 | 0.1987 | 0.6644 | 0.8151 |
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+ | No log | 0.8462 | 132 | 0.6850 | 0.3623 | 0.6850 | 0.8276 |
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+ | No log | 0.8590 | 134 | 0.6803 | 0.1987 | 0.6803 | 0.8248 |
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+ | No log | 0.8718 | 136 | 0.6983 | 0.0737 | 0.6983 | 0.8356 |
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+ | No log | 0.8846 | 138 | 0.6900 | 0.1987 | 0.6900 | 0.8307 |
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+ | No log | 0.8974 | 140 | 0.7117 | 0.1987 | 0.7117 | 0.8436 |
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+ | No log | 0.9103 | 142 | 0.8040 | 0.4762 | 0.8040 | 0.8966 |
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+ | No log | 0.9231 | 144 | 0.8149 | 0.3125 | 0.8149 | 0.9027 |
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+ | No log | 0.9359 | 146 | 0.8330 | 0.0737 | 0.8330 | 0.9127 |
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+ | No log | 0.9487 | 148 | 0.8507 | 0.0737 | 0.8507 | 0.9223 |
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+ | No log | 0.9615 | 150 | 0.8204 | 0.4762 | 0.8204 | 0.9057 |
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+ | No log | 0.9744 | 152 | 0.8448 | 0.3636 | 0.8448 | 0.9191 |
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+ | No log | 0.9872 | 154 | 0.8775 | 0.3636 | 0.8775 | 0.9368 |
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+ | No log | 1.0 | 156 | 0.7546 | 0.3623 | 0.7546 | 0.8686 |
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+ | No log | 1.0128 | 158 | 0.7438 | 0.0530 | 0.7438 | 0.8624 |
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+ | No log | 1.0256 | 160 | 0.8852 | 0.1852 | 0.8852 | 0.9408 |
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+ | No log | 1.0385 | 162 | 1.0598 | 0.1538 | 1.0598 | 1.0295 |
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+ | No log | 1.0513 | 164 | 1.1580 | 0.1538 | 1.1580 | 1.0761 |
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+ | No log | 1.0641 | 166 | 1.0002 | 0.0 | 1.0002 | 1.0001 |
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+ | No log | 1.0769 | 168 | 0.7406 | 0.384 | 0.7406 | 0.8606 |
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+ | No log | 1.0897 | 170 | 0.7325 | 0.0678 | 0.7325 | 0.8559 |
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+ | No log | 1.1026 | 172 | 0.7899 | 0.1872 | 0.7899 | 0.8887 |
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+ | No log | 1.1154 | 174 | 0.7295 | 0.0530 | 0.7295 | 0.8541 |
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+ | No log | 1.1282 | 176 | 0.7625 | 0.384 | 0.7625 | 0.8732 |
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+ | No log | 1.1410 | 178 | 0.9846 | 0.0 | 0.9846 | 0.9922 |
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+ | No log | 1.1538 | 180 | 1.0284 | 0.0 | 1.0284 | 1.0141 |
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+ | No log | 1.1667 | 182 | 0.9029 | 0.1852 | 0.9029 | 0.9502 |
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+ | No log | 1.1795 | 184 | 0.7931 | 0.384 | 0.7931 | 0.8905 |
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+ | No log | 1.1923 | 186 | 0.7877 | 0.3623 | 0.7877 | 0.8875 |
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+ | No log | 1.2051 | 188 | 0.8238 | 0.2143 | 0.8238 | 0.9076 |
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+ | No log | 1.2179 | 190 | 0.9077 | 0.1852 | 0.9077 | 0.9527 |
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+ | No log | 1.2308 | 192 | 1.0044 | 0.1852 | 1.0044 | 1.0022 |
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+ | No log | 1.2436 | 194 | 0.9304 | 0.1852 | 0.9304 | 0.9646 |
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+ | No log | 1.2564 | 196 | 0.7823 | 0.384 | 0.7823 | 0.8845 |
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+ | No log | 1.2692 | 198 | 0.7765 | 0.0737 | 0.7765 | 0.8812 |
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+ | No log | 1.2821 | 200 | 0.8154 | 0.0788 | 0.8154 | 0.9030 |
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+ | No log | 1.2949 | 202 | 0.7310 | 0.0610 | 0.7310 | 0.8550 |
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+ | No log | 1.3077 | 204 | 0.8133 | 0.5075 | 0.8133 | 0.9018 |
154
+ | No log | 1.3205 | 206 | 1.1267 | -0.0342 | 1.1267 | 1.0614 |
155
+ | No log | 1.3333 | 208 | 1.1415 | -0.0342 | 1.1415 | 1.0684 |
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+ | No log | 1.3462 | 210 | 0.9461 | 0.1538 | 0.9461 | 0.9727 |
157
+ | No log | 1.3590 | 212 | 0.7701 | 0.0610 | 0.7701 | 0.8775 |
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+ | No log | 1.3718 | 214 | 0.7648 | 0.0610 | 0.7648 | 0.8745 |
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+ | No log | 1.3846 | 216 | 0.7580 | 0.0610 | 0.7580 | 0.8707 |
160
+ | No log | 1.3974 | 218 | 0.7802 | 0.0530 | 0.7802 | 0.8833 |
161
+ | No log | 1.4103 | 220 | 0.8546 | 0.0 | 0.8546 | 0.9245 |
162
+ | No log | 1.4231 | 222 | 0.9597 | -0.0185 | 0.9597 | 0.9796 |
163
+ | No log | 1.4359 | 224 | 1.0275 | -0.0185 | 1.0275 | 1.0137 |
164
+ | No log | 1.4487 | 226 | 0.9276 | 0.0 | 0.9276 | 0.9631 |
165
+ | No log | 1.4615 | 228 | 0.8209 | 0.0530 | 0.8209 | 0.9060 |
166
+ | No log | 1.4744 | 230 | 0.7742 | 0.0610 | 0.7742 | 0.8799 |
167
+ | No log | 1.4872 | 232 | 0.7807 | 0.0610 | 0.7807 | 0.8836 |
168
+ | No log | 1.5 | 234 | 0.8414 | 0.1750 | 0.8414 | 0.9173 |
169
+ | No log | 1.5128 | 236 | 0.9376 | 0.1538 | 0.9376 | 0.9683 |
170
+ | No log | 1.5256 | 238 | 1.1001 | 0.3231 | 1.1001 | 1.0489 |
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+ | No log | 1.5385 | 240 | 1.0495 | 0.4359 | 1.0495 | 1.0245 |
172
+ | No log | 1.5513 | 242 | 0.9561 | 0.1538 | 0.9561 | 0.9778 |
173
+ | No log | 1.5641 | 244 | 0.9043 | 0.0530 | 0.9043 | 0.9510 |
174
+ | No log | 1.5769 | 246 | 0.8673 | 0.0530 | 0.8673 | 0.9313 |
175
+ | No log | 1.5897 | 248 | 0.7936 | 0.0610 | 0.7936 | 0.8909 |
176
+ | No log | 1.6026 | 250 | 0.7776 | 0.0610 | 0.7776 | 0.8818 |
177
+ | No log | 1.6154 | 252 | 0.7820 | 0.0610 | 0.7820 | 0.8843 |
178
+ | No log | 1.6282 | 254 | 0.8930 | 0.4359 | 0.8930 | 0.9450 |
179
+ | No log | 1.6410 | 256 | 1.1325 | 0.1538 | 1.1325 | 1.0642 |
180
+ | No log | 1.6538 | 258 | 1.1381 | 0.1270 | 1.1381 | 1.0668 |
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+ | No log | 1.6667 | 260 | 0.9232 | 0.1818 | 0.9232 | 0.9609 |
182
+ | No log | 1.6795 | 262 | 0.7858 | 0.0530 | 0.7858 | 0.8865 |
183
+ | No log | 1.6923 | 264 | 0.7680 | 0.0530 | 0.7680 | 0.8763 |
184
+ | No log | 1.7051 | 266 | 0.8258 | 0.2143 | 0.8258 | 0.9088 |
185
+ | No log | 1.7179 | 268 | 0.8216 | 0.2143 | 0.8216 | 0.9064 |
186
+ | No log | 1.7308 | 270 | 0.7580 | 0.3623 | 0.7580 | 0.8706 |
187
+ | No log | 1.7436 | 272 | 0.7360 | 0.0610 | 0.7360 | 0.8579 |
188
+ | No log | 1.7564 | 274 | 0.7718 | 0.0610 | 0.7718 | 0.8785 |
189
+ | No log | 1.7692 | 276 | 0.8158 | 0.1538 | 0.8158 | 0.9032 |
190
+ | No log | 1.7821 | 278 | 0.7933 | 0.0678 | 0.7933 | 0.8907 |
191
+ | No log | 1.7949 | 280 | 0.7870 | 0.0678 | 0.7870 | 0.8871 |
192
+ | No log | 1.8077 | 282 | 0.8147 | 0.1538 | 0.8147 | 0.9026 |
193
+ | No log | 1.8205 | 284 | 0.8867 | 0.3231 | 0.8867 | 0.9417 |
194
+ | No log | 1.8333 | 286 | 0.8889 | 0.3231 | 0.8889 | 0.9428 |
195
+ | No log | 1.8462 | 288 | 0.8781 | 0.3231 | 0.8781 | 0.9371 |
196
+ | No log | 1.8590 | 290 | 0.8070 | 0.0610 | 0.8070 | 0.8983 |
197
+ | No log | 1.8718 | 292 | 0.8104 | 0.0678 | 0.8104 | 0.9002 |
198
+ | No log | 1.8846 | 294 | 0.8214 | 0.0678 | 0.8214 | 0.9063 |
199
+ | No log | 1.8974 | 296 | 0.8652 | 0.3433 | 0.8652 | 0.9302 |
200
+ | No log | 1.9103 | 298 | 0.9877 | 0.1538 | 0.9877 | 0.9938 |
201
+ | No log | 1.9231 | 300 | 0.9634 | 0.1538 | 0.9634 | 0.9815 |
202
+ | No log | 1.9359 | 302 | 0.9079 | 0.0 | 0.9079 | 0.9528 |
203
+ | No log | 1.9487 | 304 | 0.8543 | 0.0610 | 0.8543 | 0.9243 |
204
+ | No log | 1.9615 | 306 | 0.9121 | -0.0421 | 0.9121 | 0.9550 |
205
+ | No log | 1.9744 | 308 | 0.9370 | -0.0421 | 0.9370 | 0.9680 |
206
+ | No log | 1.9872 | 310 | 0.8921 | 0.0678 | 0.8921 | 0.9445 |
207
+ | No log | 2.0 | 312 | 0.9429 | 0.1818 | 0.9429 | 0.9710 |
208
+ | No log | 2.0128 | 314 | 0.9755 | 0.1818 | 0.9755 | 0.9877 |
209
+ | No log | 2.0256 | 316 | 0.9073 | 0.2143 | 0.9073 | 0.9525 |
210
+ | No log | 2.0385 | 318 | 0.8808 | -0.0421 | 0.8808 | 0.9385 |
211
+ | No log | 2.0513 | 320 | 0.9125 | -0.0421 | 0.9125 | 0.9553 |
212
+ | No log | 2.0641 | 322 | 0.9402 | -0.0421 | 0.9402 | 0.9696 |
213
+ | No log | 2.0769 | 324 | 0.9259 | -0.0421 | 0.9259 | 0.9622 |
214
+ | No log | 2.0897 | 326 | 0.9586 | 0.1538 | 0.9586 | 0.9791 |
215
+ | No log | 2.1026 | 328 | 1.0831 | 0.3231 | 1.0831 | 1.0407 |
216
+ | No log | 2.1154 | 330 | 1.0483 | 0.1538 | 1.0483 | 1.0239 |
217
+ | No log | 2.1282 | 332 | 0.9078 | 0.3433 | 0.9078 | 0.9528 |
218
+ | No log | 2.1410 | 334 | 0.8657 | 0.0610 | 0.8657 | 0.9304 |
219
+ | No log | 2.1538 | 336 | 0.9146 | -0.0565 | 0.9146 | 0.9563 |
220
+ | No log | 2.1667 | 338 | 0.9527 | -0.0565 | 0.9527 | 0.9760 |
221
+ | No log | 2.1795 | 340 | 1.0046 | -0.0565 | 1.0046 | 1.0023 |
222
+ | No log | 2.1923 | 342 | 1.0404 | -0.0565 | 1.0404 | 1.0200 |
223
+ | No log | 2.2051 | 344 | 1.0378 | 0.0410 | 1.0378 | 1.0187 |
224
+ | No log | 2.2179 | 346 | 1.0538 | 0.2747 | 1.0538 | 1.0265 |
225
+ | No log | 2.2308 | 348 | 1.0481 | 0.1538 | 1.0481 | 1.0238 |
226
+ | No log | 2.2436 | 350 | 1.0029 | 0.2747 | 1.0029 | 1.0014 |
227
+ | No log | 2.2564 | 352 | 0.9999 | -0.0565 | 0.9999 | 0.9999 |
228
+ | No log | 2.2692 | 354 | 0.9624 | -0.0565 | 0.9624 | 0.9810 |
229
+ | No log | 2.2821 | 356 | 0.9440 | -0.0565 | 0.9440 | 0.9716 |
230
+ | No log | 2.2949 | 358 | 0.9484 | -0.0565 | 0.9484 | 0.9739 |
231
+ | No log | 2.3077 | 360 | 1.0145 | 0.0833 | 1.0145 | 1.0072 |
232
+ | No log | 2.3205 | 362 | 1.1120 | -0.0080 | 1.1120 | 1.0545 |
233
+ | No log | 2.3333 | 364 | 1.0814 | 0.0833 | 1.0814 | 1.0399 |
234
+ | No log | 2.3462 | 366 | 0.9665 | 0.0737 | 0.9665 | 0.9831 |
235
+ | No log | 2.3590 | 368 | 0.9789 | 0.1538 | 0.9789 | 0.9894 |
236
+ | No log | 2.3718 | 370 | 1.0362 | 0.1538 | 1.0362 | 1.0180 |
237
+ | No log | 2.3846 | 372 | 1.0163 | -0.1818 | 1.0163 | 1.0081 |
238
+ | No log | 2.3974 | 374 | 0.9249 | 0.0149 | 0.9249 | 0.9617 |
239
+ | No log | 2.4103 | 376 | 0.8547 | -0.0565 | 0.8547 | 0.9245 |
240
+ | No log | 2.4231 | 378 | 0.8387 | -0.0565 | 0.8387 | 0.9158 |
241
+ | No log | 2.4359 | 380 | 0.8366 | -0.0565 | 0.8366 | 0.9146 |
242
+ | No log | 2.4487 | 382 | 0.8453 | -0.0565 | 0.8453 | 0.9194 |
243
+ | No log | 2.4615 | 384 | 0.8673 | 0.1951 | 0.8673 | 0.9313 |
244
+ | No log | 2.4744 | 386 | 0.8652 | -0.0565 | 0.8652 | 0.9302 |
245
+ | No log | 2.4872 | 388 | 0.8730 | -0.0565 | 0.8730 | 0.9343 |
246
+ | No log | 2.5 | 390 | 0.8893 | -0.0565 | 0.8893 | 0.9430 |
247
+ | No log | 2.5128 | 392 | 0.8900 | -0.0565 | 0.8900 | 0.9434 |
248
+ | No log | 2.5256 | 394 | 0.8796 | -0.0565 | 0.8796 | 0.9379 |
249
+ | No log | 2.5385 | 396 | 0.8870 | -0.0565 | 0.8870 | 0.9418 |
250
+ | No log | 2.5513 | 398 | 0.9012 | 0.0530 | 0.9012 | 0.9493 |
251
+ | No log | 2.5641 | 400 | 0.8887 | -0.0565 | 0.8887 | 0.9427 |
252
+ | No log | 2.5769 | 402 | 0.8948 | -0.0565 | 0.8948 | 0.9459 |
253
+ | No log | 2.5897 | 404 | 0.9159 | -0.0565 | 0.9159 | 0.9570 |
254
+ | No log | 2.6026 | 406 | 0.9442 | -0.0565 | 0.9442 | 0.9717 |
255
+ | No log | 2.6154 | 408 | 0.9709 | -0.0565 | 0.9709 | 0.9854 |
256
+ | No log | 2.6282 | 410 | 1.0331 | 0.0788 | 1.0331 | 1.0164 |
257
+ | No log | 2.6410 | 412 | 1.1232 | 0.0833 | 1.1232 | 1.0598 |
258
+ | No log | 2.6538 | 414 | 1.1716 | 0.0833 | 1.1716 | 1.0824 |
259
+ | No log | 2.6667 | 416 | 1.0994 | 0.0833 | 1.0994 | 1.0485 |
260
+ | No log | 2.6795 | 418 | 1.0036 | -0.0565 | 1.0036 | 1.0018 |
261
+ | No log | 2.6923 | 420 | 0.9838 | -0.0645 | 0.9838 | 0.9919 |
262
+ | No log | 2.7051 | 422 | 0.9511 | -0.2073 | 0.9511 | 0.9753 |
263
+ | No log | 2.7179 | 424 | 0.9128 | -0.0565 | 0.9128 | 0.9554 |
264
+ | No log | 2.7308 | 426 | 0.9270 | -0.0565 | 0.9270 | 0.9628 |
265
+ | No log | 2.7436 | 428 | 0.9131 | -0.0565 | 0.9131 | 0.9556 |
266
+ | No log | 2.7564 | 430 | 0.8967 | -0.0565 | 0.8967 | 0.9469 |
267
+ | No log | 2.7692 | 432 | 0.9123 | -0.0565 | 0.9123 | 0.9551 |
268
+ | No log | 2.7821 | 434 | 0.9070 | -0.0565 | 0.9070 | 0.9524 |
269
+ | No log | 2.7949 | 436 | 0.9096 | -0.0565 | 0.9096 | 0.9537 |
270
+ | No log | 2.8077 | 438 | 0.9085 | -0.0565 | 0.9085 | 0.9531 |
271
+ | No log | 2.8205 | 440 | 0.8974 | -0.0565 | 0.8974 | 0.9473 |
272
+ | No log | 2.8333 | 442 | 0.8986 | 0.1734 | 0.8986 | 0.9479 |
273
+ | No log | 2.8462 | 444 | 0.8868 | 0.1734 | 0.8868 | 0.9417 |
274
+ | No log | 2.8590 | 446 | 0.8817 | -0.0565 | 0.8817 | 0.9390 |
275
+ | No log | 2.8718 | 448 | 0.8887 | -0.0565 | 0.8887 | 0.9427 |
276
+ | No log | 2.8846 | 450 | 0.9253 | -0.0565 | 0.9253 | 0.9619 |
277
+ | No log | 2.8974 | 452 | 0.9653 | -0.0565 | 0.9653 | 0.9825 |
278
+ | No log | 2.9103 | 454 | 0.9118 | -0.0565 | 0.9118 | 0.9549 |
279
+ | No log | 2.9231 | 456 | 0.8851 | -0.0565 | 0.8851 | 0.9408 |
280
+ | No log | 2.9359 | 458 | 0.8896 | -0.0565 | 0.8896 | 0.9432 |
281
+ | No log | 2.9487 | 460 | 0.8689 | -0.0565 | 0.8689 | 0.9321 |
282
+ | No log | 2.9615 | 462 | 0.8429 | 0.1951 | 0.8429 | 0.9181 |
283
+ | No log | 2.9744 | 464 | 0.8370 | 0.1987 | 0.8370 | 0.9149 |
284
+ | No log | 2.9872 | 466 | 0.8384 | -0.0565 | 0.8384 | 0.9156 |
285
+ | No log | 3.0 | 468 | 0.8514 | -0.0565 | 0.8514 | 0.9227 |
286
+ | No log | 3.0128 | 470 | 0.8672 | 0.1987 | 0.8672 | 0.9312 |
287
+ | No log | 3.0256 | 472 | 0.8969 | 0.1987 | 0.8969 | 0.9471 |
288
+ | No log | 3.0385 | 474 | 0.8744 | 0.1987 | 0.8744 | 0.9351 |
289
+ | No log | 3.0513 | 476 | 0.8910 | -0.0565 | 0.8910 | 0.9439 |
290
+ | No log | 3.0641 | 478 | 0.9069 | -0.0565 | 0.9069 | 0.9523 |
291
+ | No log | 3.0769 | 480 | 0.9158 | -0.0565 | 0.9158 | 0.9570 |
292
+ | No log | 3.0897 | 482 | 0.9633 | -0.0565 | 0.9633 | 0.9815 |
293
+ | No log | 3.1026 | 484 | 1.0013 | -0.0565 | 1.0013 | 1.0006 |
294
+ | No log | 3.1154 | 486 | 1.0557 | -0.0565 | 1.0557 | 1.0275 |
295
+ | No log | 3.1282 | 488 | 1.1308 | -0.0421 | 1.1308 | 1.0634 |
296
+ | No log | 3.1410 | 490 | 1.0708 | -0.0565 | 1.0708 | 1.0348 |
297
+ | No log | 3.1538 | 492 | 1.0107 | 0.0538 | 1.0107 | 1.0053 |
298
+ | No log | 3.1667 | 494 | 0.9818 | -0.0565 | 0.9818 | 0.9909 |
299
+ | No log | 3.1795 | 496 | 1.0598 | -0.0421 | 1.0598 | 1.0295 |
300
+ | No log | 3.1923 | 498 | 1.1206 | 0.0833 | 1.1206 | 1.0586 |
301
+ | 0.341 | 3.2051 | 500 | 1.0892 | 0.0833 | 1.0892 | 1.0436 |
302
+ | 0.341 | 3.2179 | 502 | 0.9604 | -0.0421 | 0.9604 | 0.9800 |
303
+ | 0.341 | 3.2308 | 504 | 0.9091 | 0.0538 | 0.9091 | 0.9535 |
304
+ | 0.341 | 3.2436 | 506 | 0.9753 | 0.1750 | 0.9753 | 0.9876 |
305
+ | 0.341 | 3.2564 | 508 | 1.0173 | 0.1750 | 1.0173 | 1.0086 |
306
+ | 0.341 | 3.2692 | 510 | 0.9970 | 0.1750 | 0.9970 | 0.9985 |
307
+ | 0.341 | 3.2821 | 512 | 1.0009 | -0.0565 | 1.0009 | 1.0004 |
308
+ | 0.341 | 3.2949 | 514 | 1.1062 | -0.0080 | 1.1062 | 1.0517 |
309
+ | 0.341 | 3.3077 | 516 | 1.1543 | -0.0080 | 1.1543 | 1.0744 |
310
+ | 0.341 | 3.3205 | 518 | 1.1183 | -0.0168 | 1.1183 | 1.0575 |
311
+ | 0.341 | 3.3333 | 520 | 1.0906 | -0.1244 | 1.0906 | 1.0443 |
312
+ | 0.341 | 3.3462 | 522 | 1.0925 | -0.0452 | 1.0925 | 1.0452 |
313
+ | 0.341 | 3.3590 | 524 | 1.1241 | -0.0342 | 1.1241 | 1.0602 |
314
+ | 0.341 | 3.3718 | 526 | 1.1595 | -0.0168 | 1.1595 | 1.0768 |
315
+ | 0.341 | 3.3846 | 528 | 1.1717 | -0.1244 | 1.1717 | 1.0825 |
316
+ | 0.341 | 3.3974 | 530 | 1.1476 | -0.1244 | 1.1476 | 1.0713 |
317
+ | 0.341 | 3.4103 | 532 | 1.1184 | -0.1415 | 1.1184 | 1.0575 |
318
+ | 0.341 | 3.4231 | 534 | 1.0895 | -0.0565 | 1.0895 | 1.0438 |
319
+ | 0.341 | 3.4359 | 536 | 1.0809 | -0.0565 | 1.0809 | 1.0397 |
320
+ | 0.341 | 3.4487 | 538 | 1.0757 | -0.0565 | 1.0757 | 1.0372 |
321
+ | 0.341 | 3.4615 | 540 | 1.1051 | -0.1415 | 1.1051 | 1.0512 |
322
+ | 0.341 | 3.4744 | 542 | 1.1656 | -0.0168 | 1.1656 | 1.0796 |
323
+ | 0.341 | 3.4872 | 544 | 1.2493 | -0.0168 | 1.2493 | 1.1177 |
324
+ | 0.341 | 3.5 | 546 | 1.3012 | -0.0080 | 1.3012 | 1.1407 |
325
+ | 0.341 | 3.5128 | 548 | 1.2695 | -0.0080 | 1.2695 | 1.1267 |
326
+ | 0.341 | 3.5256 | 550 | 1.2499 | -0.0168 | 1.2499 | 1.1180 |
327
+ | 0.341 | 3.5385 | 552 | 1.2300 | -0.0168 | 1.2300 | 1.1091 |
328
+ | 0.341 | 3.5513 | 554 | 1.1992 | -0.0342 | 1.1992 | 1.0951 |
329
+ | 0.341 | 3.5641 | 556 | 1.1970 | -0.0421 | 1.1970 | 1.0941 |
330
+ | 0.341 | 3.5769 | 558 | 1.2244 | -0.0168 | 1.2244 | 1.1065 |
331
+ | 0.341 | 3.5897 | 560 | 1.2792 | -0.0168 | 1.2792 | 1.1310 |
332
+ | 0.341 | 3.6026 | 562 | 1.3037 | -0.0080 | 1.3037 | 1.1418 |
333
+ | 0.341 | 3.6154 | 564 | 1.2615 | -0.0168 | 1.2615 | 1.1232 |
334
+ | 0.341 | 3.6282 | 566 | 1.2379 | -0.0168 | 1.2379 | 1.1126 |
335
+ | 0.341 | 3.6410 | 568 | 1.2473 | -0.1415 | 1.2473 | 1.1168 |
336
+ | 0.341 | 3.6538 | 570 | 1.2810 | -0.1415 | 1.2810 | 1.1318 |
337
+ | 0.341 | 3.6667 | 572 | 1.3569 | -0.0168 | 1.3569 | 1.1648 |
338
+ | 0.341 | 3.6795 | 574 | 1.4672 | -0.0168 | 1.4672 | 1.2113 |
339
+ | 0.341 | 3.6923 | 576 | 1.4870 | -0.0168 | 1.4870 | 1.2194 |
340
+ | 0.341 | 3.7051 | 578 | 1.4955 | -0.0168 | 1.4955 | 1.2229 |
341
+ | 0.341 | 3.7179 | 580 | 1.4522 | -0.0168 | 1.4522 | 1.2051 |
342
+ | 0.341 | 3.7308 | 582 | 1.3724 | -0.0168 | 1.3724 | 1.1715 |
343
+ | 0.341 | 3.7436 | 584 | 1.2640 | -0.0168 | 1.2640 | 1.1243 |
344
+ | 0.341 | 3.7564 | 586 | 1.2380 | -0.0168 | 1.2380 | 1.1126 |
345
+ | 0.341 | 3.7692 | 588 | 1.2029 | -0.0168 | 1.2029 | 1.0968 |
346
+ | 0.341 | 3.7821 | 590 | 1.1925 | -0.0168 | 1.1925 | 1.0920 |
347
+ | 0.341 | 3.7949 | 592 | 1.2297 | -0.0168 | 1.2297 | 1.1089 |
348
+ | 0.341 | 3.8077 | 594 | 1.2346 | -0.0168 | 1.2346 | 1.1111 |
349
+ | 0.341 | 3.8205 | 596 | 1.2116 | -0.1415 | 1.2116 | 1.1007 |
350
+ | 0.341 | 3.8333 | 598 | 1.2499 | -0.0168 | 1.2499 | 1.1180 |
351
+ | 0.341 | 3.8462 | 600 | 1.3874 | -0.0168 | 1.3874 | 1.1779 |
352
+ | 0.341 | 3.8590 | 602 | 1.5893 | 0.1341 | 1.5893 | 1.2607 |
353
+ | 0.341 | 3.8718 | 604 | 1.5215 | 0.1341 | 1.5215 | 1.2335 |
354
+ | 0.341 | 3.8846 | 606 | 1.3612 | -0.0168 | 1.3612 | 1.1667 |
355
+ | 0.341 | 3.8974 | 608 | 1.1873 | -0.0168 | 1.1873 | 1.0896 |
356
+ | 0.341 | 3.9103 | 610 | 1.0615 | -0.0565 | 1.0615 | 1.0303 |
357
+ | 0.341 | 3.9231 | 612 | 1.0471 | 0.0435 | 1.0471 | 1.0233 |
358
+ | 0.341 | 3.9359 | 614 | 1.0188 | -0.1786 | 1.0188 | 1.0094 |
359
+ | 0.341 | 3.9487 | 616 | 0.9673 | -0.1440 | 0.9673 | 0.9835 |
360
+ | 0.341 | 3.9615 | 618 | 0.9294 | 0.0435 | 0.9294 | 0.9640 |
361
+ | 0.341 | 3.9744 | 620 | 0.9220 | -0.0565 | 0.9220 | 0.9602 |
362
+ | 0.341 | 3.9872 | 622 | 0.9274 | -0.0421 | 0.9274 | 0.9630 |
363
+ | 0.341 | 4.0 | 624 | 0.9529 | 0.0788 | 0.9529 | 0.9762 |
364
+ | 0.341 | 4.0128 | 626 | 0.9802 | 0.0788 | 0.9802 | 0.9901 |
365
+ | 0.341 | 4.0256 | 628 | 1.0499 | 0.0833 | 1.0499 | 1.0247 |
366
+ | 0.341 | 4.0385 | 630 | 1.0906 | 0.0833 | 1.0906 | 1.0443 |
367
+ | 0.341 | 4.0513 | 632 | 1.0725 | 0.0788 | 1.0725 | 1.0356 |
368
+ | 0.341 | 4.0641 | 634 | 1.0220 | 0.0788 | 1.0220 | 1.0109 |
369
+ | 0.341 | 4.0769 | 636 | 1.0019 | -0.0565 | 1.0019 | 1.0010 |
370
+ | 0.341 | 4.0897 | 638 | 0.9850 | -0.0565 | 0.9850 | 0.9924 |
371
+ | 0.341 | 4.1026 | 640 | 0.9765 | -0.0565 | 0.9765 | 0.9882 |
372
+ | 0.341 | 4.1154 | 642 | 0.9930 | 0.0788 | 0.9930 | 0.9965 |
373
+ | 0.341 | 4.1282 | 644 | 1.0247 | 0.0788 | 1.0247 | 1.0123 |
374
+ | 0.341 | 4.1410 | 646 | 1.0454 | 0.0788 | 1.0454 | 1.0225 |
375
+ | 0.341 | 4.1538 | 648 | 1.0503 | 0.0788 | 1.0503 | 1.0248 |
376
+ | 0.341 | 4.1667 | 650 | 1.0614 | -0.0565 | 1.0614 | 1.0302 |
377
+ | 0.341 | 4.1795 | 652 | 1.0819 | -0.0565 | 1.0819 | 1.0401 |
378
+ | 0.341 | 4.1923 | 654 | 1.1237 | 0.0788 | 1.1237 | 1.0600 |
379
+ | 0.341 | 4.2051 | 656 | 1.1770 | 0.0788 | 1.1770 | 1.0849 |
380
+ | 0.341 | 4.2179 | 658 | 1.1974 | 0.0788 | 1.1974 | 1.0943 |
381
+ | 0.341 | 4.2308 | 660 | 1.1746 | -0.0421 | 1.1746 | 1.0838 |
382
+ | 0.341 | 4.2436 | 662 | 1.1730 | -0.0421 | 1.1730 | 1.0831 |
383
+ | 0.341 | 4.2564 | 664 | 1.1561 | -0.0421 | 1.1561 | 1.0752 |
384
+ | 0.341 | 4.2692 | 666 | 1.1495 | -0.0421 | 1.1495 | 1.0721 |
385
+ | 0.341 | 4.2821 | 668 | 1.1488 | -0.0421 | 1.1488 | 1.0718 |
386
+ | 0.341 | 4.2949 | 670 | 1.1749 | -0.0421 | 1.1749 | 1.0839 |
387
+ | 0.341 | 4.3077 | 672 | 1.2216 | 0.0788 | 1.2216 | 1.1053 |
388
+ | 0.341 | 4.3205 | 674 | 1.2305 | 0.0788 | 1.2305 | 1.1093 |
389
+ | 0.341 | 4.3333 | 676 | 1.1944 | -0.0421 | 1.1944 | 1.0929 |
390
+ | 0.341 | 4.3462 | 678 | 1.1902 | -0.0565 | 1.1902 | 1.0909 |
391
+ | 0.341 | 4.3590 | 680 | 1.1959 | -0.0421 | 1.1959 | 1.0936 |
392
+ | 0.341 | 4.3718 | 682 | 1.2076 | -0.0421 | 1.2076 | 1.0989 |
393
+ | 0.341 | 4.3846 | 684 | 1.2657 | -0.0168 | 1.2657 | 1.1250 |
394
+ | 0.341 | 4.3974 | 686 | 1.2640 | -0.0168 | 1.2640 | 1.1243 |
395
+ | 0.341 | 4.4103 | 688 | 1.2161 | 0.0788 | 1.2161 | 1.1028 |
396
+ | 0.341 | 4.4231 | 690 | 1.1740 | -0.0421 | 1.1740 | 1.0835 |
397
+ | 0.341 | 4.4359 | 692 | 1.1769 | -0.0565 | 1.1769 | 1.0849 |
398
+ | 0.341 | 4.4487 | 694 | 1.1766 | -0.0565 | 1.1766 | 1.0847 |
399
+ | 0.341 | 4.4615 | 696 | 1.1693 | -0.0421 | 1.1693 | 1.0813 |
400
+ | 0.341 | 4.4744 | 698 | 1.2233 | -0.0168 | 1.2233 | 1.1060 |
401
+ | 0.341 | 4.4872 | 700 | 1.2187 | -0.0168 | 1.2187 | 1.1039 |
402
+ | 0.341 | 4.5 | 702 | 1.1702 | 0.0788 | 1.1702 | 1.0818 |
403
+ | 0.341 | 4.5128 | 704 | 1.1340 | -0.0565 | 1.1340 | 1.0649 |
404
+ | 0.341 | 4.5256 | 706 | 1.1229 | -0.0565 | 1.1229 | 1.0597 |
405
+ | 0.341 | 4.5385 | 708 | 1.1256 | -0.0421 | 1.1256 | 1.0609 |
406
+ | 0.341 | 4.5513 | 710 | 1.1744 | -0.0168 | 1.1744 | 1.0837 |
407
+ | 0.341 | 4.5641 | 712 | 1.2879 | -0.0080 | 1.2879 | 1.1349 |
408
+ | 0.341 | 4.5769 | 714 | 1.3041 | -0.0080 | 1.3041 | 1.1420 |
409
+ | 0.341 | 4.5897 | 716 | 1.2419 | -0.0080 | 1.2419 | 1.1144 |
410
+ | 0.341 | 4.6026 | 718 | 1.1417 | -0.0168 | 1.1417 | 1.0685 |
411
+ | 0.341 | 4.6154 | 720 | 1.1082 | -0.0421 | 1.1082 | 1.0527 |
412
+ | 0.341 | 4.6282 | 722 | 1.0998 | -0.0421 | 1.0998 | 1.0487 |
413
+ | 0.341 | 4.6410 | 724 | 1.1015 | -0.0421 | 1.1015 | 1.0495 |
414
+ | 0.341 | 4.6538 | 726 | 1.1069 | -0.0421 | 1.1069 | 1.0521 |
415
+ | 0.341 | 4.6667 | 728 | 1.1323 | -0.0421 | 1.1323 | 1.0641 |
416
+ | 0.341 | 4.6795 | 730 | 1.1443 | -0.0565 | 1.1443 | 1.0697 |
417
+ | 0.341 | 4.6923 | 732 | 1.1545 | -0.0565 | 1.1545 | 1.0745 |
418
+ | 0.341 | 4.7051 | 734 | 1.1788 | -0.0809 | 1.1788 | 1.0857 |
419
+ | 0.341 | 4.7179 | 736 | 1.1665 | -0.0809 | 1.1665 | 1.0801 |
420
+ | 0.341 | 4.7308 | 738 | 1.1347 | -0.0732 | 1.1347 | 1.0652 |
421
+ | 0.341 | 4.7436 | 740 | 1.1445 | -0.0565 | 1.1445 | 1.0698 |
422
+ | 0.341 | 4.7564 | 742 | 1.1534 | -0.0421 | 1.1534 | 1.0740 |
423
+ | 0.341 | 4.7692 | 744 | 1.1430 | -0.0421 | 1.1430 | 1.0691 |
424
+ | 0.341 | 4.7821 | 746 | 1.1149 | -0.0565 | 1.1149 | 1.0559 |
425
+ | 0.341 | 4.7949 | 748 | 1.1070 | -0.0809 | 1.1070 | 1.0521 |
426
+ | 0.341 | 4.8077 | 750 | 1.1021 | -0.0809 | 1.1021 | 1.0498 |
427
+ | 0.341 | 4.8205 | 752 | 1.0780 | -0.0565 | 1.0780 | 1.0382 |
428
+ | 0.341 | 4.8333 | 754 | 1.0618 | -0.0565 | 1.0618 | 1.0304 |
429
+ | 0.341 | 4.8462 | 756 | 1.0624 | -0.0421 | 1.0624 | 1.0307 |
430
+ | 0.341 | 4.8590 | 758 | 1.0725 | -0.0421 | 1.0725 | 1.0356 |
431
+ | 0.341 | 4.8718 | 760 | 1.1152 | -0.0421 | 1.1152 | 1.0560 |
432
+ | 0.341 | 4.8846 | 762 | 1.1392 | -0.0421 | 1.1392 | 1.0673 |
433
+ | 0.341 | 4.8974 | 764 | 1.1072 | -0.0421 | 1.1072 | 1.0522 |
434
+ | 0.341 | 4.9103 | 766 | 1.0877 | -0.0565 | 1.0877 | 1.0429 |
435
+ | 0.341 | 4.9231 | 768 | 1.0919 | -0.0565 | 1.0919 | 1.0450 |
436
+ | 0.341 | 4.9359 | 770 | 1.0960 | -0.0565 | 1.0960 | 1.0469 |
437
+ | 0.341 | 4.9487 | 772 | 1.1045 | -0.0421 | 1.1045 | 1.0510 |
438
+ | 0.341 | 4.9615 | 774 | 1.0867 | -0.0565 | 1.0867 | 1.0425 |
439
+ | 0.341 | 4.9744 | 776 | 1.0859 | -0.0421 | 1.0859 | 1.0421 |
440
+ | 0.341 | 4.9872 | 778 | 1.0616 | -0.0565 | 1.0616 | 1.0303 |
441
+ | 0.341 | 5.0 | 780 | 1.0459 | -0.0565 | 1.0459 | 1.0227 |
442
+ | 0.341 | 5.0128 | 782 | 1.0410 | -0.0565 | 1.0410 | 1.0203 |
443
+ | 0.341 | 5.0256 | 784 | 1.0595 | -0.0565 | 1.0595 | 1.0293 |
444
+ | 0.341 | 5.0385 | 786 | 1.0812 | -0.0421 | 1.0812 | 1.0398 |
445
+ | 0.341 | 5.0513 | 788 | 1.0989 | -0.0421 | 1.0989 | 1.0483 |
446
+ | 0.341 | 5.0641 | 790 | 1.1140 | -0.0421 | 1.1140 | 1.0555 |
447
+ | 0.341 | 5.0769 | 792 | 1.1430 | -0.1244 | 1.1430 | 1.0691 |
448
+ | 0.341 | 5.0897 | 794 | 1.1397 | -0.0565 | 1.1397 | 1.0676 |
449
+ | 0.341 | 5.1026 | 796 | 1.1266 | -0.0565 | 1.1266 | 1.0614 |
450
+ | 0.341 | 5.1154 | 798 | 1.1099 | -0.0421 | 1.1099 | 1.0535 |
451
+ | 0.341 | 5.1282 | 800 | 1.1080 | -0.0421 | 1.1080 | 1.0526 |
452
+ | 0.341 | 5.1410 | 802 | 1.1063 | -0.0421 | 1.1063 | 1.0518 |
453
+ | 0.341 | 5.1538 | 804 | 1.0888 | -0.0565 | 1.0888 | 1.0435 |
454
+ | 0.341 | 5.1667 | 806 | 1.0707 | -0.0565 | 1.0707 | 1.0347 |
455
+ | 0.341 | 5.1795 | 808 | 1.0548 | -0.0565 | 1.0548 | 1.0270 |
456
+ | 0.341 | 5.1923 | 810 | 1.0512 | -0.0421 | 1.0512 | 1.0253 |
457
+ | 0.341 | 5.2051 | 812 | 1.0386 | -0.0421 | 1.0386 | 1.0191 |
458
+ | 0.341 | 5.2179 | 814 | 1.0557 | -0.0421 | 1.0557 | 1.0275 |
459
+ | 0.341 | 5.2308 | 816 | 1.0608 | -0.0421 | 1.0608 | 1.0299 |
460
+ | 0.341 | 5.2436 | 818 | 1.0500 | -0.0565 | 1.0500 | 1.0247 |
461
+ | 0.341 | 5.2564 | 820 | 1.0572 | -0.0565 | 1.0572 | 1.0282 |
462
+ | 0.341 | 5.2692 | 822 | 1.0795 | -0.0565 | 1.0795 | 1.0390 |
463
+ | 0.341 | 5.2821 | 824 | 1.0895 | -0.0565 | 1.0895 | 1.0438 |
464
+ | 0.341 | 5.2949 | 826 | 1.0926 | -0.0565 | 1.0926 | 1.0453 |
465
+ | 0.341 | 5.3077 | 828 | 1.1182 | -0.0421 | 1.1182 | 1.0575 |
466
+ | 0.341 | 5.3205 | 830 | 1.1614 | -0.0421 | 1.1614 | 1.0777 |
467
+ | 0.341 | 5.3333 | 832 | 1.1526 | -0.0421 | 1.1526 | 1.0736 |
468
+ | 0.341 | 5.3462 | 834 | 1.1087 | -0.0421 | 1.1087 | 1.0529 |
469
+ | 0.341 | 5.3590 | 836 | 1.0555 | -0.0565 | 1.0555 | 1.0274 |
470
+ | 0.341 | 5.3718 | 838 | 1.0452 | -0.0565 | 1.0452 | 1.0223 |
471
+ | 0.341 | 5.3846 | 840 | 1.0444 | -0.0565 | 1.0444 | 1.0220 |
472
+ | 0.341 | 5.3974 | 842 | 1.0361 | -0.0565 | 1.0361 | 1.0179 |
473
+ | 0.341 | 5.4103 | 844 | 1.0287 | -0.0565 | 1.0287 | 1.0143 |
474
+ | 0.341 | 5.4231 | 846 | 1.0414 | -0.0565 | 1.0414 | 1.0205 |
475
+ | 0.341 | 5.4359 | 848 | 1.0563 | -0.0421 | 1.0563 | 1.0278 |
476
+ | 0.341 | 5.4487 | 850 | 1.0622 | -0.0421 | 1.0622 | 1.0306 |
477
+ | 0.341 | 5.4615 | 852 | 1.0682 | -0.0565 | 1.0682 | 1.0336 |
478
+ | 0.341 | 5.4744 | 854 | 1.0709 | -0.0421 | 1.0709 | 1.0348 |
479
+ | 0.341 | 5.4872 | 856 | 1.0667 | -0.0421 | 1.0667 | 1.0328 |
480
+ | 0.341 | 5.5 | 858 | 1.0717 | -0.0421 | 1.0717 | 1.0352 |
481
+ | 0.341 | 5.5128 | 860 | 1.0879 | 0.0788 | 1.0879 | 1.0430 |
482
+ | 0.341 | 5.5256 | 862 | 1.0798 | 0.0788 | 1.0798 | 1.0392 |
483
+ | 0.341 | 5.5385 | 864 | 1.0548 | -0.0421 | 1.0548 | 1.0270 |
484
+ | 0.341 | 5.5513 | 866 | 1.0514 | -0.0421 | 1.0514 | 1.0254 |
485
+ | 0.341 | 5.5641 | 868 | 1.0459 | -0.0565 | 1.0459 | 1.0227 |
486
+ | 0.341 | 5.5769 | 870 | 1.0480 | -0.0421 | 1.0480 | 1.0237 |
487
+ | 0.341 | 5.5897 | 872 | 1.0575 | -0.0421 | 1.0575 | 1.0284 |
488
+ | 0.341 | 5.6026 | 874 | 1.0701 | -0.0421 | 1.0701 | 1.0344 |
489
+ | 0.341 | 5.6154 | 876 | 1.0766 | -0.0421 | 1.0766 | 1.0376 |
490
+ | 0.341 | 5.6282 | 878 | 1.0919 | -0.0421 | 1.0919 | 1.0450 |
491
+ | 0.341 | 5.6410 | 880 | 1.0800 | -0.0421 | 1.0800 | 1.0392 |
492
+ | 0.341 | 5.6538 | 882 | 1.0630 | -0.0421 | 1.0630 | 1.0310 |
493
+ | 0.341 | 5.6667 | 884 | 1.0521 | -0.0421 | 1.0521 | 1.0257 |
494
+ | 0.341 | 5.6795 | 886 | 1.0398 | -0.0421 | 1.0398 | 1.0197 |
495
+ | 0.341 | 5.6923 | 888 | 1.0124 | -0.0565 | 1.0124 | 1.0062 |
496
+ | 0.341 | 5.7051 | 890 | 0.9979 | -0.0565 | 0.9979 | 0.9989 |
497
+ | 0.341 | 5.7179 | 892 | 0.9929 | -0.0565 | 0.9929 | 0.9964 |
498
+ | 0.341 | 5.7308 | 894 | 0.9880 | -0.0565 | 0.9880 | 0.9940 |
499
+ | 0.341 | 5.7436 | 896 | 0.9832 | -0.0565 | 0.9832 | 0.9916 |
500
+ | 0.341 | 5.7564 | 898 | 1.0072 | -0.0421 | 1.0072 | 1.0036 |
501
+ | 0.341 | 5.7692 | 900 | 1.0271 | -0.0421 | 1.0271 | 1.0135 |
502
+ | 0.341 | 5.7821 | 902 | 1.0272 | -0.0421 | 1.0272 | 1.0135 |
503
+ | 0.341 | 5.7949 | 904 | 1.0272 | -0.0421 | 1.0272 | 1.0135 |
504
+ | 0.341 | 5.8077 | 906 | 1.0454 | -0.0421 | 1.0454 | 1.0224 |
505
+ | 0.341 | 5.8205 | 908 | 1.0527 | -0.0421 | 1.0527 | 1.0260 |
506
+ | 0.341 | 5.8333 | 910 | 1.0560 | -0.0421 | 1.0560 | 1.0276 |
507
+ | 0.341 | 5.8462 | 912 | 1.0740 | -0.0421 | 1.0740 | 1.0363 |
508
+ | 0.341 | 5.8590 | 914 | 1.0815 | -0.0421 | 1.0815 | 1.0400 |
509
+ | 0.341 | 5.8718 | 916 | 1.0766 | -0.0421 | 1.0766 | 1.0376 |
510
+ | 0.341 | 5.8846 | 918 | 1.0538 | -0.0421 | 1.0538 | 1.0266 |
511
+ | 0.341 | 5.8974 | 920 | 1.0372 | -0.0421 | 1.0372 | 1.0184 |
512
+ | 0.341 | 5.9103 | 922 | 1.0411 | -0.0421 | 1.0411 | 1.0203 |
513
+ | 0.341 | 5.9231 | 924 | 1.0617 | -0.0421 | 1.0617 | 1.0304 |
514
+ | 0.341 | 5.9359 | 926 | 1.0997 | -0.0421 | 1.0997 | 1.0487 |
515
+ | 0.341 | 5.9487 | 928 | 1.1028 | -0.0421 | 1.1028 | 1.0501 |
516
+ | 0.341 | 5.9615 | 930 | 1.0906 | -0.0421 | 1.0906 | 1.0443 |
517
+ | 0.341 | 5.9744 | 932 | 1.0688 | -0.0421 | 1.0688 | 1.0338 |
518
+ | 0.341 | 5.9872 | 934 | 1.0579 | -0.0421 | 1.0579 | 1.0286 |
519
+ | 0.341 | 6.0 | 936 | 1.0620 | -0.0421 | 1.0620 | 1.0305 |
520
+ | 0.341 | 6.0128 | 938 | 1.0664 | -0.0421 | 1.0664 | 1.0327 |
521
+ | 0.341 | 6.0256 | 940 | 1.0780 | -0.1244 | 1.0780 | 1.0383 |
522
+ | 0.341 | 6.0385 | 942 | 1.1070 | -0.0168 | 1.1070 | 1.0522 |
523
+ | 0.341 | 6.0513 | 944 | 1.1039 | -0.0168 | 1.1039 | 1.0507 |
524
+ | 0.341 | 6.0641 | 946 | 1.0627 | -0.1244 | 1.0627 | 1.0309 |
525
+ | 0.341 | 6.0769 | 948 | 1.0238 | -0.0421 | 1.0238 | 1.0118 |
526
+ | 0.341 | 6.0897 | 950 | 1.0096 | -0.0421 | 1.0096 | 1.0048 |
527
+ | 0.341 | 6.1026 | 952 | 1.0068 | -0.0421 | 1.0068 | 1.0034 |
528
+ | 0.341 | 6.1154 | 954 | 1.0046 | -0.0421 | 1.0046 | 1.0023 |
529
+ | 0.341 | 6.1282 | 956 | 1.0136 | -0.0421 | 1.0136 | 1.0068 |
530
+ | 0.341 | 6.1410 | 958 | 1.0214 | -0.0421 | 1.0214 | 1.0107 |
531
+ | 0.341 | 6.1538 | 960 | 1.0253 | -0.0421 | 1.0253 | 1.0126 |
532
+ | 0.341 | 6.1667 | 962 | 1.0071 | -0.0421 | 1.0071 | 1.0035 |
533
+ | 0.341 | 6.1795 | 964 | 1.0090 | -0.0421 | 1.0090 | 1.0045 |
534
+ | 0.341 | 6.1923 | 966 | 1.0135 | -0.0421 | 1.0135 | 1.0067 |
535
+ | 0.341 | 6.2051 | 968 | 1.0064 | -0.0421 | 1.0064 | 1.0032 |
536
+ | 0.341 | 6.2179 | 970 | 0.9995 | -0.0421 | 0.9995 | 0.9997 |
537
+ | 0.341 | 6.2308 | 972 | 0.9901 | -0.0421 | 0.9901 | 0.9950 |
538
+ | 0.341 | 6.2436 | 974 | 0.9784 | -0.0421 | 0.9784 | 0.9891 |
539
+ | 0.341 | 6.2564 | 976 | 0.9812 | -0.0421 | 0.9812 | 0.9906 |
540
+ | 0.341 | 6.2692 | 978 | 0.9839 | -0.0421 | 0.9839 | 0.9919 |
541
+ | 0.341 | 6.2821 | 980 | 0.9749 | -0.0421 | 0.9749 | 0.9874 |
542
+ | 0.341 | 6.2949 | 982 | 0.9782 | -0.0421 | 0.9782 | 0.9890 |
543
+ | 0.341 | 6.3077 | 984 | 0.9902 | 0.0788 | 0.9902 | 0.9951 |
544
+ | 0.341 | 6.3205 | 986 | 0.9837 | -0.0421 | 0.9837 | 0.9918 |
545
+ | 0.341 | 6.3333 | 988 | 0.9816 | -0.0421 | 0.9816 | 0.9908 |
546
+ | 0.341 | 6.3462 | 990 | 0.9978 | -0.0421 | 0.9978 | 0.9989 |
547
+ | 0.341 | 6.3590 | 992 | 1.0325 | -0.0421 | 1.0325 | 1.0161 |
548
+ | 0.341 | 6.3718 | 994 | 1.0540 | -0.0421 | 1.0540 | 1.0267 |
549
+ | 0.341 | 6.3846 | 996 | 1.0486 | -0.0421 | 1.0486 | 1.0240 |
550
+ | 0.341 | 6.3974 | 998 | 1.0455 | -0.0565 | 1.0455 | 1.0225 |
551
+ | 0.0974 | 6.4103 | 1000 | 1.0512 | -0.0421 | 1.0512 | 1.0253 |
552
+ | 0.0974 | 6.4231 | 1002 | 1.0835 | -0.0421 | 1.0835 | 1.0409 |
553
+ | 0.0974 | 6.4359 | 1004 | 1.1528 | -0.0168 | 1.1528 | 1.0737 |
554
+ | 0.0974 | 6.4487 | 1006 | 1.1642 | -0.0168 | 1.1642 | 1.0790 |
555
+ | 0.0974 | 6.4615 | 1008 | 1.1295 | -0.1244 | 1.1295 | 1.0628 |
556
+ | 0.0974 | 6.4744 | 1010 | 1.0848 | -0.0421 | 1.0848 | 1.0415 |
557
+ | 0.0974 | 6.4872 | 1012 | 1.0742 | -0.0565 | 1.0742 | 1.0365 |
558
+ | 0.0974 | 6.5 | 1014 | 1.0832 | -0.0565 | 1.0832 | 1.0408 |
559
+ | 0.0974 | 6.5128 | 1016 | 1.1027 | -0.0421 | 1.1027 | 1.0501 |
560
+ | 0.0974 | 6.5256 | 1018 | 1.1374 | -0.1244 | 1.1374 | 1.0665 |
561
+ | 0.0974 | 6.5385 | 1020 | 1.1500 | -0.1244 | 1.1500 | 1.0724 |
562
+ | 0.0974 | 6.5513 | 1022 | 1.1670 | -0.1244 | 1.1670 | 1.0803 |
563
+ | 0.0974 | 6.5641 | 1024 | 1.1568 | -0.1244 | 1.1568 | 1.0755 |
564
+ | 0.0974 | 6.5769 | 1026 | 1.1656 | -0.1244 | 1.1656 | 1.0796 |
565
+ | 0.0974 | 6.5897 | 1028 | 1.1659 | -0.1244 | 1.1659 | 1.0798 |
566
+ | 0.0974 | 6.6026 | 1030 | 1.1385 | -0.0421 | 1.1385 | 1.0670 |
567
+ | 0.0974 | 6.6154 | 1032 | 1.0919 | -0.0421 | 1.0919 | 1.0449 |
568
+ | 0.0974 | 6.6282 | 1034 | 1.0629 | -0.0565 | 1.0629 | 1.0310 |
569
+ | 0.0974 | 6.6410 | 1036 | 1.0575 | -0.0565 | 1.0575 | 1.0284 |
570
+ | 0.0974 | 6.6538 | 1038 | 1.0557 | -0.0565 | 1.0557 | 1.0275 |
571
+ | 0.0974 | 6.6667 | 1040 | 1.0458 | -0.0565 | 1.0458 | 1.0227 |
572
+ | 0.0974 | 6.6795 | 1042 | 1.0433 | -0.0421 | 1.0433 | 1.0214 |
573
+ | 0.0974 | 6.6923 | 1044 | 1.0829 | -0.0421 | 1.0829 | 1.0406 |
574
+ | 0.0974 | 6.7051 | 1046 | 1.1178 | -0.0421 | 1.1178 | 1.0573 |
575
+ | 0.0974 | 6.7179 | 1048 | 1.1114 | -0.0421 | 1.1114 | 1.0542 |
576
+ | 0.0974 | 6.7308 | 1050 | 1.0727 | -0.0421 | 1.0727 | 1.0357 |
577
+ | 0.0974 | 6.7436 | 1052 | 1.0405 | -0.0421 | 1.0405 | 1.0201 |
578
+ | 0.0974 | 6.7564 | 1054 | 1.0371 | -0.0421 | 1.0371 | 1.0184 |
579
+ | 0.0974 | 6.7692 | 1056 | 1.0525 | -0.0421 | 1.0525 | 1.0259 |
580
+ | 0.0974 | 6.7821 | 1058 | 1.0840 | -0.0421 | 1.0840 | 1.0411 |
581
+ | 0.0974 | 6.7949 | 1060 | 1.1229 | -0.0421 | 1.1229 | 1.0597 |
582
+ | 0.0974 | 6.8077 | 1062 | 1.1750 | -0.0421 | 1.1750 | 1.0840 |
583
+ | 0.0974 | 6.8205 | 1064 | 1.1794 | -0.0421 | 1.1794 | 1.0860 |
584
+ | 0.0974 | 6.8333 | 1066 | 1.1483 | -0.0421 | 1.1483 | 1.0716 |
585
+ | 0.0974 | 6.8462 | 1068 | 1.1056 | -0.0421 | 1.1056 | 1.0515 |
586
+ | 0.0974 | 6.8590 | 1070 | 1.0892 | -0.0421 | 1.0892 | 1.0436 |
587
+ | 0.0974 | 6.8718 | 1072 | 1.0958 | -0.0421 | 1.0958 | 1.0468 |
588
+ | 0.0974 | 6.8846 | 1074 | 1.1161 | -0.0421 | 1.1161 | 1.0564 |
589
+ | 0.0974 | 6.8974 | 1076 | 1.1379 | -0.1244 | 1.1379 | 1.0667 |
590
+ | 0.0974 | 6.9103 | 1078 | 1.1760 | -0.1244 | 1.1760 | 1.0844 |
591
+ | 0.0974 | 6.9231 | 1080 | 1.1890 | -0.1244 | 1.1890 | 1.0904 |
592
+ | 0.0974 | 6.9359 | 1082 | 1.1751 | -0.1244 | 1.1751 | 1.0840 |
593
+ | 0.0974 | 6.9487 | 1084 | 1.1557 | -0.1244 | 1.1557 | 1.0750 |
594
+ | 0.0974 | 6.9615 | 1086 | 1.1252 | -0.1244 | 1.1252 | 1.0608 |
595
+ | 0.0974 | 6.9744 | 1088 | 1.1165 | -0.0421 | 1.1165 | 1.0566 |
596
+ | 0.0974 | 6.9872 | 1090 | 1.1135 | -0.0421 | 1.1135 | 1.0552 |
597
+ | 0.0974 | 7.0 | 1092 | 1.1102 | -0.0565 | 1.1102 | 1.0537 |
598
+ | 0.0974 | 7.0128 | 1094 | 1.1136 | -0.0421 | 1.1136 | 1.0553 |
599
+ | 0.0974 | 7.0256 | 1096 | 1.1137 | -0.0421 | 1.1137 | 1.0553 |
600
+ | 0.0974 | 7.0385 | 1098 | 1.1298 | -0.1244 | 1.1298 | 1.0629 |
601
+ | 0.0974 | 7.0513 | 1100 | 1.1558 | -0.1244 | 1.1558 | 1.0751 |
602
+ | 0.0974 | 7.0641 | 1102 | 1.1589 | -0.1244 | 1.1589 | 1.0765 |
603
+ | 0.0974 | 7.0769 | 1104 | 1.1474 | -0.1244 | 1.1474 | 1.0712 |
604
+ | 0.0974 | 7.0897 | 1106 | 1.1321 | -0.0421 | 1.1321 | 1.0640 |
605
+ | 0.0974 | 7.1026 | 1108 | 1.1272 | -0.0421 | 1.1272 | 1.0617 |
606
+ | 0.0974 | 7.1154 | 1110 | 1.1170 | -0.0421 | 1.1170 | 1.0569 |
607
+ | 0.0974 | 7.1282 | 1112 | 1.1066 | -0.0421 | 1.1066 | 1.0519 |
608
+ | 0.0974 | 7.1410 | 1114 | 1.1105 | -0.0421 | 1.1105 | 1.0538 |
609
+ | 0.0974 | 7.1538 | 1116 | 1.1230 | -0.0421 | 1.1230 | 1.0597 |
610
+ | 0.0974 | 7.1667 | 1118 | 1.1446 | -0.1244 | 1.1446 | 1.0699 |
611
+ | 0.0974 | 7.1795 | 1120 | 1.1487 | -0.1244 | 1.1487 | 1.0718 |
612
+ | 0.0974 | 7.1923 | 1122 | 1.1585 | -0.1244 | 1.1585 | 1.0763 |
613
+ | 0.0974 | 7.2051 | 1124 | 1.1507 | -0.1244 | 1.1507 | 1.0727 |
614
+ | 0.0974 | 7.2179 | 1126 | 1.1259 | -0.0421 | 1.1259 | 1.0611 |
615
+ | 0.0974 | 7.2308 | 1128 | 1.1103 | -0.0421 | 1.1103 | 1.0537 |
616
+ | 0.0974 | 7.2436 | 1130 | 1.1092 | -0.0421 | 1.1092 | 1.0532 |
617
+ | 0.0974 | 7.2564 | 1132 | 1.1185 | -0.0421 | 1.1185 | 1.0576 |
618
+ | 0.0974 | 7.2692 | 1134 | 1.1299 | -0.1244 | 1.1299 | 1.0630 |
619
+ | 0.0974 | 7.2821 | 1136 | 1.1341 | -0.1244 | 1.1341 | 1.0649 |
620
+ | 0.0974 | 7.2949 | 1138 | 1.1531 | -0.1244 | 1.1531 | 1.0738 |
621
+ | 0.0974 | 7.3077 | 1140 | 1.1636 | -0.0168 | 1.1636 | 1.0787 |
622
+ | 0.0974 | 7.3205 | 1142 | 1.1596 | -0.1244 | 1.1596 | 1.0769 |
623
+ | 0.0974 | 7.3333 | 1144 | 1.1350 | -0.1244 | 1.1350 | 1.0653 |
624
+ | 0.0974 | 7.3462 | 1146 | 1.1263 | -0.1244 | 1.1263 | 1.0613 |
625
+ | 0.0974 | 7.3590 | 1148 | 1.1173 | -0.1244 | 1.1173 | 1.0570 |
626
+ | 0.0974 | 7.3718 | 1150 | 1.1166 | -0.0421 | 1.1166 | 1.0567 |
627
+ | 0.0974 | 7.3846 | 1152 | 1.1237 | -0.0421 | 1.1237 | 1.0601 |
628
+ | 0.0974 | 7.3974 | 1154 | 1.1474 | -0.1244 | 1.1474 | 1.0711 |
629
+ | 0.0974 | 7.4103 | 1156 | 1.1915 | -0.1244 | 1.1915 | 1.0916 |
630
+ | 0.0974 | 7.4231 | 1158 | 1.2421 | -0.0168 | 1.2421 | 1.1145 |
631
+ | 0.0974 | 7.4359 | 1160 | 1.2636 | -0.0168 | 1.2636 | 1.1241 |
632
+ | 0.0974 | 7.4487 | 1162 | 1.2429 | -0.0168 | 1.2429 | 1.1149 |
633
+ | 0.0974 | 7.4615 | 1164 | 1.1922 | -0.1244 | 1.1922 | 1.0919 |
634
+ | 0.0974 | 7.4744 | 1166 | 1.1432 | -0.1244 | 1.1432 | 1.0692 |
635
+ | 0.0974 | 7.4872 | 1168 | 1.1210 | -0.0421 | 1.1210 | 1.0588 |
636
+ | 0.0974 | 7.5 | 1170 | 1.1066 | -0.0565 | 1.1066 | 1.0519 |
637
+ | 0.0974 | 7.5128 | 1172 | 1.1054 | -0.0565 | 1.1054 | 1.0514 |
638
+ | 0.0974 | 7.5256 | 1174 | 1.1101 | -0.0421 | 1.1101 | 1.0536 |
639
+ | 0.0974 | 7.5385 | 1176 | 1.1299 | -0.0421 | 1.1299 | 1.0630 |
640
+ | 0.0974 | 7.5513 | 1178 | 1.1529 | -0.0421 | 1.1529 | 1.0737 |
641
+ | 0.0974 | 7.5641 | 1180 | 1.1636 | -0.0421 | 1.1636 | 1.0787 |
642
+ | 0.0974 | 7.5769 | 1182 | 1.1612 | -0.0421 | 1.1612 | 1.0776 |
643
+ | 0.0974 | 7.5897 | 1184 | 1.1438 | -0.0421 | 1.1438 | 1.0695 |
644
+ | 0.0974 | 7.6026 | 1186 | 1.1274 | -0.0421 | 1.1274 | 1.0618 |
645
+ | 0.0974 | 7.6154 | 1188 | 1.1072 | -0.0421 | 1.1072 | 1.0522 |
646
+ | 0.0974 | 7.6282 | 1190 | 1.0865 | -0.0421 | 1.0865 | 1.0423 |
647
+ | 0.0974 | 7.6410 | 1192 | 1.0683 | -0.0421 | 1.0683 | 1.0336 |
648
+ | 0.0974 | 7.6538 | 1194 | 1.0615 | -0.0421 | 1.0615 | 1.0303 |
649
+ | 0.0974 | 7.6667 | 1196 | 1.0674 | -0.0421 | 1.0674 | 1.0332 |
650
+ | 0.0974 | 7.6795 | 1198 | 1.0807 | -0.0421 | 1.0807 | 1.0395 |
651
+ | 0.0974 | 7.6923 | 1200 | 1.0952 | -0.0421 | 1.0952 | 1.0465 |
652
+ | 0.0974 | 7.7051 | 1202 | 1.1104 | -0.0421 | 1.1104 | 1.0537 |
653
+ | 0.0974 | 7.7179 | 1204 | 1.1164 | -0.0421 | 1.1164 | 1.0566 |
654
+ | 0.0974 | 7.7308 | 1206 | 1.1301 | -0.0421 | 1.1301 | 1.0631 |
655
+ | 0.0974 | 7.7436 | 1208 | 1.1372 | -0.0421 | 1.1372 | 1.0664 |
656
+ | 0.0974 | 7.7564 | 1210 | 1.1307 | -0.0421 | 1.1307 | 1.0633 |
657
+ | 0.0974 | 7.7692 | 1212 | 1.1218 | -0.0421 | 1.1218 | 1.0591 |
658
+ | 0.0974 | 7.7821 | 1214 | 1.1256 | -0.0421 | 1.1256 | 1.0609 |
659
+ | 0.0974 | 7.7949 | 1216 | 1.1234 | -0.0421 | 1.1234 | 1.0599 |
660
+ | 0.0974 | 7.8077 | 1218 | 1.1130 | -0.0421 | 1.1130 | 1.0550 |
661
+ | 0.0974 | 7.8205 | 1220 | 1.1050 | -0.0421 | 1.1050 | 1.0512 |
662
+ | 0.0974 | 7.8333 | 1222 | 1.1045 | -0.0421 | 1.1045 | 1.0509 |
663
+ | 0.0974 | 7.8462 | 1224 | 1.1079 | -0.0421 | 1.1079 | 1.0526 |
664
+ | 0.0974 | 7.8590 | 1226 | 1.1199 | -0.0421 | 1.1199 | 1.0583 |
665
+ | 0.0974 | 7.8718 | 1228 | 1.1350 | -0.0421 | 1.1350 | 1.0654 |
666
+ | 0.0974 | 7.8846 | 1230 | 1.1286 | -0.0421 | 1.1286 | 1.0624 |
667
+ | 0.0974 | 7.8974 | 1232 | 1.1070 | -0.0421 | 1.1070 | 1.0521 |
668
+ | 0.0974 | 7.9103 | 1234 | 1.0882 | -0.0421 | 1.0882 | 1.0432 |
669
+ | 0.0974 | 7.9231 | 1236 | 1.0750 | -0.0421 | 1.0750 | 1.0368 |
670
+ | 0.0974 | 7.9359 | 1238 | 1.0614 | -0.0421 | 1.0614 | 1.0303 |
671
+ | 0.0974 | 7.9487 | 1240 | 1.0528 | -0.0421 | 1.0528 | 1.0261 |
672
+ | 0.0974 | 7.9615 | 1242 | 1.0420 | -0.0421 | 1.0420 | 1.0208 |
673
+ | 0.0974 | 7.9744 | 1244 | 1.0292 | -0.0421 | 1.0292 | 1.0145 |
674
+ | 0.0974 | 7.9872 | 1246 | 1.0260 | -0.0421 | 1.0260 | 1.0129 |
675
+ | 0.0974 | 8.0 | 1248 | 1.0286 | -0.0421 | 1.0286 | 1.0142 |
676
+ | 0.0974 | 8.0128 | 1250 | 1.0285 | -0.0421 | 1.0285 | 1.0141 |
677
+ | 0.0974 | 8.0256 | 1252 | 1.0361 | -0.0421 | 1.0361 | 1.0179 |
678
+ | 0.0974 | 8.0385 | 1254 | 1.0387 | -0.0421 | 1.0387 | 1.0192 |
679
+ | 0.0974 | 8.0513 | 1256 | 1.0406 | -0.0421 | 1.0406 | 1.0201 |
680
+ | 0.0974 | 8.0641 | 1258 | 1.0532 | -0.0421 | 1.0532 | 1.0262 |
681
+ | 0.0974 | 8.0769 | 1260 | 1.0585 | -0.0421 | 1.0585 | 1.0289 |
682
+ | 0.0974 | 8.0897 | 1262 | 1.0428 | -0.0421 | 1.0428 | 1.0212 |
683
+ | 0.0974 | 8.1026 | 1264 | 1.0271 | -0.0421 | 1.0271 | 1.0135 |
684
+ | 0.0974 | 8.1154 | 1266 | 1.0158 | -0.0421 | 1.0158 | 1.0079 |
685
+ | 0.0974 | 8.1282 | 1268 | 1.0050 | -0.0421 | 1.0050 | 1.0025 |
686
+ | 0.0974 | 8.1410 | 1270 | 0.9952 | -0.0421 | 0.9952 | 0.9976 |
687
+ | 0.0974 | 8.1538 | 1272 | 0.9900 | -0.0421 | 0.9900 | 0.9950 |
688
+ | 0.0974 | 8.1667 | 1274 | 0.9833 | -0.0421 | 0.9833 | 0.9916 |
689
+ | 0.0974 | 8.1795 | 1276 | 0.9810 | -0.0421 | 0.9810 | 0.9904 |
690
+ | 0.0974 | 8.1923 | 1278 | 0.9784 | -0.0421 | 0.9784 | 0.9892 |
691
+ | 0.0974 | 8.2051 | 1280 | 0.9802 | -0.0421 | 0.9802 | 0.9901 |
692
+ | 0.0974 | 8.2179 | 1282 | 0.9834 | -0.0421 | 0.9834 | 0.9917 |
693
+ | 0.0974 | 8.2308 | 1284 | 0.9878 | -0.0421 | 0.9878 | 0.9939 |
694
+ | 0.0974 | 8.2436 | 1286 | 0.9922 | -0.0421 | 0.9922 | 0.9961 |
695
+ | 0.0974 | 8.2564 | 1288 | 1.0018 | -0.0421 | 1.0018 | 1.0009 |
696
+ | 0.0974 | 8.2692 | 1290 | 1.0121 | -0.0421 | 1.0121 | 1.0060 |
697
+ | 0.0974 | 8.2821 | 1292 | 1.0145 | -0.0421 | 1.0145 | 1.0072 |
698
+ | 0.0974 | 8.2949 | 1294 | 1.0132 | -0.0421 | 1.0132 | 1.0066 |
699
+ | 0.0974 | 8.3077 | 1296 | 1.0101 | -0.0421 | 1.0101 | 1.0051 |
700
+ | 0.0974 | 8.3205 | 1298 | 1.0123 | -0.0421 | 1.0123 | 1.0061 |
701
+ | 0.0974 | 8.3333 | 1300 | 1.0134 | -0.0421 | 1.0134 | 1.0067 |
702
+ | 0.0974 | 8.3462 | 1302 | 1.0172 | -0.0421 | 1.0172 | 1.0086 |
703
+ | 0.0974 | 8.3590 | 1304 | 1.0285 | -0.0421 | 1.0285 | 1.0142 |
704
+ | 0.0974 | 8.3718 | 1306 | 1.0369 | -0.0421 | 1.0369 | 1.0183 |
705
+ | 0.0974 | 8.3846 | 1308 | 1.0400 | -0.0421 | 1.0400 | 1.0198 |
706
+ | 0.0974 | 8.3974 | 1310 | 1.0352 | -0.0421 | 1.0352 | 1.0175 |
707
+ | 0.0974 | 8.4103 | 1312 | 1.0267 | -0.0421 | 1.0267 | 1.0133 |
708
+ | 0.0974 | 8.4231 | 1314 | 1.0198 | -0.0421 | 1.0198 | 1.0098 |
709
+ | 0.0974 | 8.4359 | 1316 | 1.0145 | -0.0421 | 1.0145 | 1.0072 |
710
+ | 0.0974 | 8.4487 | 1318 | 1.0124 | -0.0421 | 1.0124 | 1.0062 |
711
+ | 0.0974 | 8.4615 | 1320 | 1.0149 | -0.0421 | 1.0149 | 1.0074 |
712
+ | 0.0974 | 8.4744 | 1322 | 1.0181 | -0.0421 | 1.0181 | 1.0090 |
713
+ | 0.0974 | 8.4872 | 1324 | 1.0160 | -0.0421 | 1.0160 | 1.0080 |
714
+ | 0.0974 | 8.5 | 1326 | 1.0150 | -0.0421 | 1.0150 | 1.0075 |
715
+ | 0.0974 | 8.5128 | 1328 | 1.0141 | -0.0421 | 1.0141 | 1.0070 |
716
+ | 0.0974 | 8.5256 | 1330 | 1.0144 | -0.0421 | 1.0144 | 1.0072 |
717
+ | 0.0974 | 8.5385 | 1332 | 1.0094 | -0.0421 | 1.0094 | 1.0047 |
718
+ | 0.0974 | 8.5513 | 1334 | 1.0088 | -0.0421 | 1.0088 | 1.0044 |
719
+ | 0.0974 | 8.5641 | 1336 | 1.0175 | -0.0421 | 1.0175 | 1.0087 |
720
+ | 0.0974 | 8.5769 | 1338 | 1.0268 | -0.0421 | 1.0268 | 1.0133 |
721
+ | 0.0974 | 8.5897 | 1340 | 1.0317 | -0.0421 | 1.0317 | 1.0157 |
722
+ | 0.0974 | 8.6026 | 1342 | 1.0290 | -0.0421 | 1.0290 | 1.0144 |
723
+ | 0.0974 | 8.6154 | 1344 | 1.0195 | -0.0421 | 1.0195 | 1.0097 |
724
+ | 0.0974 | 8.6282 | 1346 | 1.0101 | -0.0421 | 1.0101 | 1.0050 |
725
+ | 0.0974 | 8.6410 | 1348 | 1.0013 | -0.0421 | 1.0013 | 1.0006 |
726
+ | 0.0974 | 8.6538 | 1350 | 0.9949 | -0.0421 | 0.9949 | 0.9975 |
727
+ | 0.0974 | 8.6667 | 1352 | 0.9896 | -0.0421 | 0.9896 | 0.9948 |
728
+ | 0.0974 | 8.6795 | 1354 | 0.9884 | -0.0421 | 0.9884 | 0.9942 |
729
+ | 0.0974 | 8.6923 | 1356 | 0.9898 | -0.0421 | 0.9898 | 0.9949 |
730
+ | 0.0974 | 8.7051 | 1358 | 0.9936 | -0.0421 | 0.9936 | 0.9968 |
731
+ | 0.0974 | 8.7179 | 1360 | 1.0042 | -0.0421 | 1.0042 | 1.0021 |
732
+ | 0.0974 | 8.7308 | 1362 | 1.0163 | -0.0421 | 1.0163 | 1.0081 |
733
+ | 0.0974 | 8.7436 | 1364 | 1.0273 | -0.0421 | 1.0273 | 1.0135 |
734
+ | 0.0974 | 8.7564 | 1366 | 1.0352 | -0.0421 | 1.0352 | 1.0174 |
735
+ | 0.0974 | 8.7692 | 1368 | 1.0363 | -0.0421 | 1.0363 | 1.0180 |
736
+ | 0.0974 | 8.7821 | 1370 | 1.0327 | -0.0421 | 1.0327 | 1.0162 |
737
+ | 0.0974 | 8.7949 | 1372 | 1.0334 | -0.0421 | 1.0334 | 1.0166 |
738
+ | 0.0974 | 8.8077 | 1374 | 1.0332 | -0.0421 | 1.0332 | 1.0164 |
739
+ | 0.0974 | 8.8205 | 1376 | 1.0350 | -0.0421 | 1.0350 | 1.0173 |
740
+ | 0.0974 | 8.8333 | 1378 | 1.0419 | -0.0421 | 1.0419 | 1.0208 |
741
+ | 0.0974 | 8.8462 | 1380 | 1.0560 | -0.0421 | 1.0560 | 1.0276 |
742
+ | 0.0974 | 8.8590 | 1382 | 1.0644 | -0.0421 | 1.0644 | 1.0317 |
743
+ | 0.0974 | 8.8718 | 1384 | 1.0651 | -0.0421 | 1.0651 | 1.0320 |
744
+ | 0.0974 | 8.8846 | 1386 | 1.0649 | -0.0421 | 1.0649 | 1.0320 |
745
+ | 0.0974 | 8.8974 | 1388 | 1.0652 | -0.0421 | 1.0652 | 1.0321 |
746
+ | 0.0974 | 8.9103 | 1390 | 1.0614 | -0.0421 | 1.0614 | 1.0302 |
747
+ | 0.0974 | 8.9231 | 1392 | 1.0569 | -0.0421 | 1.0569 | 1.0280 |
748
+ | 0.0974 | 8.9359 | 1394 | 1.0545 | -0.0421 | 1.0545 | 1.0269 |
749
+ | 0.0974 | 8.9487 | 1396 | 1.0504 | -0.0421 | 1.0504 | 1.0249 |
750
+ | 0.0974 | 8.9615 | 1398 | 1.0468 | -0.0421 | 1.0468 | 1.0231 |
751
+ | 0.0974 | 8.9744 | 1400 | 1.0427 | -0.0421 | 1.0427 | 1.0211 |
752
+ | 0.0974 | 8.9872 | 1402 | 1.0418 | -0.0421 | 1.0418 | 1.0207 |
753
+ | 0.0974 | 9.0 | 1404 | 1.0426 | -0.0421 | 1.0426 | 1.0211 |
754
+ | 0.0974 | 9.0128 | 1406 | 1.0416 | -0.0421 | 1.0416 | 1.0206 |
755
+ | 0.0974 | 9.0256 | 1408 | 1.0384 | -0.0421 | 1.0384 | 1.0190 |
756
+ | 0.0974 | 9.0385 | 1410 | 1.0383 | -0.0421 | 1.0383 | 1.0190 |
757
+ | 0.0974 | 9.0513 | 1412 | 1.0423 | -0.0421 | 1.0423 | 1.0209 |
758
+ | 0.0974 | 9.0641 | 1414 | 1.0460 | -0.0421 | 1.0460 | 1.0227 |
759
+ | 0.0974 | 9.0769 | 1416 | 1.0474 | -0.0421 | 1.0474 | 1.0234 |
760
+ | 0.0974 | 9.0897 | 1418 | 1.0466 | -0.0421 | 1.0466 | 1.0230 |
761
+ | 0.0974 | 9.1026 | 1420 | 1.0483 | -0.0421 | 1.0483 | 1.0239 |
762
+ | 0.0974 | 9.1154 | 1422 | 1.0493 | -0.0421 | 1.0493 | 1.0244 |
763
+ | 0.0974 | 9.1282 | 1424 | 1.0514 | -0.0421 | 1.0514 | 1.0254 |
764
+ | 0.0974 | 9.1410 | 1426 | 1.0536 | -0.0421 | 1.0536 | 1.0264 |
765
+ | 0.0974 | 9.1538 | 1428 | 1.0577 | -0.0421 | 1.0577 | 1.0284 |
766
+ | 0.0974 | 9.1667 | 1430 | 1.0645 | -0.0421 | 1.0645 | 1.0318 |
767
+ | 0.0974 | 9.1795 | 1432 | 1.0732 | -0.0421 | 1.0732 | 1.0360 |
768
+ | 0.0974 | 9.1923 | 1434 | 1.0812 | -0.0421 | 1.0812 | 1.0398 |
769
+ | 0.0974 | 9.2051 | 1436 | 1.0836 | -0.0421 | 1.0836 | 1.0410 |
770
+ | 0.0974 | 9.2179 | 1438 | 1.0853 | -0.0421 | 1.0853 | 1.0418 |
771
+ | 0.0974 | 9.2308 | 1440 | 1.0836 | -0.0421 | 1.0836 | 1.0410 |
772
+ | 0.0974 | 9.2436 | 1442 | 1.0793 | -0.0421 | 1.0793 | 1.0389 |
773
+ | 0.0974 | 9.2564 | 1444 | 1.0749 | -0.0421 | 1.0749 | 1.0368 |
774
+ | 0.0974 | 9.2692 | 1446 | 1.0695 | -0.0421 | 1.0695 | 1.0342 |
775
+ | 0.0974 | 9.2821 | 1448 | 1.0637 | -0.0421 | 1.0637 | 1.0314 |
776
+ | 0.0974 | 9.2949 | 1450 | 1.0578 | -0.0421 | 1.0578 | 1.0285 |
777
+ | 0.0974 | 9.3077 | 1452 | 1.0550 | -0.0421 | 1.0550 | 1.0271 |
778
+ | 0.0974 | 9.3205 | 1454 | 1.0550 | -0.0421 | 1.0550 | 1.0271 |
779
+ | 0.0974 | 9.3333 | 1456 | 1.0563 | -0.0421 | 1.0563 | 1.0278 |
780
+ | 0.0974 | 9.3462 | 1458 | 1.0558 | -0.0421 | 1.0558 | 1.0275 |
781
+ | 0.0974 | 9.3590 | 1460 | 1.0562 | -0.0421 | 1.0562 | 1.0277 |
782
+ | 0.0974 | 9.3718 | 1462 | 1.0574 | -0.0421 | 1.0574 | 1.0283 |
783
+ | 0.0974 | 9.3846 | 1464 | 1.0609 | -0.0421 | 1.0609 | 1.0300 |
784
+ | 0.0974 | 9.3974 | 1466 | 1.0620 | -0.0421 | 1.0620 | 1.0305 |
785
+ | 0.0974 | 9.4103 | 1468 | 1.0625 | -0.0421 | 1.0625 | 1.0308 |
786
+ | 0.0974 | 9.4231 | 1470 | 1.0618 | -0.0421 | 1.0618 | 1.0304 |
787
+ | 0.0974 | 9.4359 | 1472 | 1.0625 | -0.0421 | 1.0625 | 1.0308 |
788
+ | 0.0974 | 9.4487 | 1474 | 1.0636 | -0.0421 | 1.0636 | 1.0313 |
789
+ | 0.0974 | 9.4615 | 1476 | 1.0637 | -0.0421 | 1.0637 | 1.0314 |
790
+ | 0.0974 | 9.4744 | 1478 | 1.0661 | -0.0421 | 1.0661 | 1.0325 |
791
+ | 0.0974 | 9.4872 | 1480 | 1.0675 | -0.0421 | 1.0675 | 1.0332 |
792
+ | 0.0974 | 9.5 | 1482 | 1.0679 | -0.0421 | 1.0679 | 1.0334 |
793
+ | 0.0974 | 9.5128 | 1484 | 1.0675 | -0.0421 | 1.0675 | 1.0332 |
794
+ | 0.0974 | 9.5256 | 1486 | 1.0655 | -0.0421 | 1.0655 | 1.0322 |
795
+ | 0.0974 | 9.5385 | 1488 | 1.0618 | -0.0421 | 1.0618 | 1.0304 |
796
+ | 0.0974 | 9.5513 | 1490 | 1.0571 | -0.0421 | 1.0571 | 1.0282 |
797
+ | 0.0974 | 9.5641 | 1492 | 1.0535 | -0.0421 | 1.0535 | 1.0264 |
798
+ | 0.0974 | 9.5769 | 1494 | 1.0527 | -0.0421 | 1.0527 | 1.0260 |
799
+ | 0.0974 | 9.5897 | 1496 | 1.0536 | -0.0421 | 1.0536 | 1.0264 |
800
+ | 0.0974 | 9.6026 | 1498 | 1.0550 | -0.0421 | 1.0550 | 1.0271 |
801
+ | 0.059 | 9.6154 | 1500 | 1.0580 | -0.0421 | 1.0580 | 1.0286 |
802
+ | 0.059 | 9.6282 | 1502 | 1.0624 | -0.0421 | 1.0624 | 1.0307 |
803
+ | 0.059 | 9.6410 | 1504 | 1.0629 | -0.0421 | 1.0629 | 1.0310 |
804
+ | 0.059 | 9.6538 | 1506 | 1.0635 | -0.0421 | 1.0635 | 1.0313 |
805
+ | 0.059 | 9.6667 | 1508 | 1.0630 | -0.0421 | 1.0630 | 1.0310 |
806
+ | 0.059 | 9.6795 | 1510 | 1.0633 | -0.0421 | 1.0633 | 1.0312 |
807
+ | 0.059 | 9.6923 | 1512 | 1.0630 | -0.0421 | 1.0630 | 1.0310 |
808
+ | 0.059 | 9.7051 | 1514 | 1.0619 | -0.0421 | 1.0619 | 1.0305 |
809
+ | 0.059 | 9.7179 | 1516 | 1.0591 | -0.0421 | 1.0591 | 1.0291 |
810
+ | 0.059 | 9.7308 | 1518 | 1.0582 | -0.0421 | 1.0582 | 1.0287 |
811
+ | 0.059 | 9.7436 | 1520 | 1.0584 | -0.0421 | 1.0584 | 1.0288 |
812
+ | 0.059 | 9.7564 | 1522 | 1.0588 | -0.0421 | 1.0588 | 1.0290 |
813
+ | 0.059 | 9.7692 | 1524 | 1.0598 | -0.0421 | 1.0598 | 1.0295 |
814
+ | 0.059 | 9.7821 | 1526 | 1.0615 | -0.0421 | 1.0615 | 1.0303 |
815
+ | 0.059 | 9.7949 | 1528 | 1.0613 | -0.0421 | 1.0613 | 1.0302 |
816
+ | 0.059 | 9.8077 | 1530 | 1.0612 | -0.0421 | 1.0612 | 1.0301 |
817
+ | 0.059 | 9.8205 | 1532 | 1.0612 | -0.0421 | 1.0612 | 1.0301 |
818
+ | 0.059 | 9.8333 | 1534 | 1.0604 | -0.0421 | 1.0604 | 1.0298 |
819
+ | 0.059 | 9.8462 | 1536 | 1.0601 | -0.0421 | 1.0601 | 1.0296 |
820
+ | 0.059 | 9.8590 | 1538 | 1.0595 | -0.0421 | 1.0595 | 1.0293 |
821
+ | 0.059 | 9.8718 | 1540 | 1.0584 | -0.0421 | 1.0584 | 1.0288 |
822
+ | 0.059 | 9.8846 | 1542 | 1.0580 | -0.0421 | 1.0580 | 1.0286 |
823
+ | 0.059 | 9.8974 | 1544 | 1.0582 | -0.0421 | 1.0582 | 1.0287 |
824
+ | 0.059 | 9.9103 | 1546 | 1.0583 | -0.0421 | 1.0583 | 1.0287 |
825
+ | 0.059 | 9.9231 | 1548 | 1.0587 | -0.0421 | 1.0587 | 1.0289 |
826
+ | 0.059 | 9.9359 | 1550 | 1.0592 | -0.0421 | 1.0592 | 1.0292 |
827
+ | 0.059 | 9.9487 | 1552 | 1.0599 | -0.0421 | 1.0599 | 1.0295 |
828
+ | 0.059 | 9.9615 | 1554 | 1.0605 | -0.0421 | 1.0605 | 1.0298 |
829
+ | 0.059 | 9.9744 | 1556 | 1.0610 | -0.0421 | 1.0610 | 1.0301 |
830
+ | 0.059 | 9.9872 | 1558 | 1.0613 | -0.0421 | 1.0613 | 1.0302 |
831
+ | 0.059 | 10.0 | 1560 | 1.0613 | -0.0421 | 1.0613 | 1.0302 |
832
+
833
+
834
+ ### Framework versions
835
+
836
+ - Transformers 4.44.2
837
+ - Pytorch 2.4.0+cu118
838
+ - Datasets 2.21.0
839
+ - Tokenizers 0.19.1
config.json ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "aubmindlab/bert-base-arabertv02",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
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