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--- |
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library_name: transformers |
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license: mit |
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base_model: saracandu/stlenc |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: stlenc |
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results: [] |
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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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# stlenc |
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This model is a fine-tuned version of [saracandu/stlenc](https://huggingface.co/saracandu/stlenc) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.0125 |
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- Mse Sync: 0.0125 |
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- Cosine Similarity: 0.6938 |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 5e-05 |
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- train_batch_size: 16 |
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- eval_batch_size: 16 |
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- seed: 42 |
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- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments |
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- lr_scheduler_type: linear |
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- num_epochs: 10 |
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- mixed_precision_training: Native AMP |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | Mse Sync | Cosine Similarity | |
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|:-------------:|:------:|:-----:|:---------------:|:--------:|:-----------------:| |
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| 0.0247 | 0.0203 | 100 | 0.0222 | 0.0222 | 0.4734 | |
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| 0.0247 | 0.0407 | 200 | 0.0205 | 0.0205 | 0.5004 | |
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| 0.0242 | 0.0610 | 300 | 0.0208 | 0.0208 | 0.4881 | |
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| 0.0258 | 0.0813 | 400 | 0.0202 | 0.0202 | 0.5144 | |
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| 0.0236 | 0.1016 | 500 | 0.0202 | 0.0202 | 0.5102 | |
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| 0.023 | 0.1220 | 600 | 0.0198 | 0.0198 | 0.5193 | |
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| 0.0228 | 0.1423 | 700 | 0.0210 | 0.0210 | 0.5076 | |
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| 0.0245 | 0.1626 | 800 | 0.0197 | 0.0197 | 0.5135 | |
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| 0.0229 | 0.1829 | 900 | 0.0200 | 0.0200 | 0.5133 | |
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| 0.0213 | 0.2033 | 1000 | 0.0200 | 0.0200 | 0.5050 | |
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| 0.0224 | 0.2236 | 1100 | 0.0196 | 0.0196 | 0.5187 | |
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| 0.0235 | 0.2439 | 1200 | 0.0198 | 0.0198 | 0.5165 | |
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| 0.0216 | 0.2642 | 1300 | 0.0195 | 0.0195 | 0.5210 | |
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| 0.0227 | 0.2846 | 1400 | 0.0201 | 0.0201 | 0.5162 | |
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| 0.0216 | 0.3049 | 1500 | 0.0191 | 0.0191 | 0.5348 | |
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| 0.0207 | 0.3252 | 1600 | 0.0196 | 0.0196 | 0.5202 | |
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| 0.0209 | 0.3455 | 1700 | 0.0193 | 0.0193 | 0.5231 | |
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| 0.0218 | 0.3659 | 1800 | 0.0193 | 0.0193 | 0.5317 | |
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| 0.0226 | 0.3862 | 1900 | 0.0193 | 0.0193 | 0.5275 | |
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| 0.0214 | 0.4065 | 2000 | 0.0194 | 0.0194 | 0.5242 | |
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| 0.0211 | 0.4268 | 2100 | 0.0192 | 0.0192 | 0.5301 | |
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| 0.021 | 0.4472 | 2200 | 0.0196 | 0.0196 | 0.5214 | |
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| 0.0215 | 0.4675 | 2300 | 0.0190 | 0.0190 | 0.5339 | |
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| 0.0205 | 0.4878 | 2400 | 0.0187 | 0.0187 | 0.5438 | |
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| 0.0207 | 0.5081 | 2500 | 0.0188 | 0.0188 | 0.5425 | |
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| 0.0207 | 0.5285 | 2600 | 0.0190 | 0.0190 | 0.5422 | |
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| 0.0203 | 0.5488 | 2700 | 0.0194 | 0.0194 | 0.5413 | |
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| 0.0214 | 0.5691 | 2800 | 0.0192 | 0.0192 | 0.5390 | |
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| 0.0202 | 0.5894 | 2900 | 0.0186 | 0.0186 | 0.5509 | |
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| 0.0196 | 0.6098 | 3000 | 0.0192 | 0.0192 | 0.5456 | |
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| 0.0201 | 0.6301 | 3100 | 0.0185 | 0.0185 | 0.5504 | |
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| 0.0203 | 0.6504 | 3200 | 0.0202 | 0.0202 | 0.5340 | |
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| 0.0194 | 0.6707 | 3300 | 0.0184 | 0.0184 | 0.5512 | |
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| 0.0205 | 0.6911 | 3400 | 0.0188 | 0.0188 | 0.5340 | |
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| 0.0201 | 0.7114 | 3500 | 0.0186 | 0.0186 | 0.5504 | |
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| 0.0206 | 0.7317 | 3600 | 0.0190 | 0.0190 | 0.5409 | |
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| 0.0194 | 0.7520 | 3700 | 0.0183 | 0.0183 | 0.5600 | |
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| 0.02 | 0.7724 | 3800 | 0.0187 | 0.0187 | 0.5567 | |
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| 0.0209 | 0.7927 | 3900 | 0.0185 | 0.0185 | 0.5464 | |
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| 0.0191 | 0.8130 | 4000 | 0.0185 | 0.0185 | 0.5530 | |
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| 0.0199 | 0.8333 | 4100 | 0.0186 | 0.0186 | 0.5472 | |
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| 0.0191 | 0.8537 | 4200 | 0.0182 | 0.0182 | 0.5595 | |
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| 0.0206 | 0.8740 | 4300 | 0.0191 | 0.0191 | 0.5430 | |
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| 0.0205 | 0.8943 | 4400 | 0.0182 | 0.0182 | 0.5597 | |
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| 0.0201 | 0.9146 | 4500 | 0.0185 | 0.0185 | 0.5521 | |
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| 0.0215 | 0.9350 | 4600 | 0.0188 | 0.0188 | 0.5417 | |
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| 0.02 | 0.9553 | 4700 | 0.0186 | 0.0186 | 0.5534 | |
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| 0.0208 | 0.9756 | 4800 | 0.0187 | 0.0187 | 0.5475 | |
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| 0.0194 | 0.9959 | 4900 | 0.0183 | 0.0183 | 0.5611 | |
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| 0.0187 | 1.0163 | 5000 | 0.0191 | 0.0191 | 0.5489 | |
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| 0.0203 | 1.0366 | 5100 | 0.0194 | 0.0194 | 0.5413 | |
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| 0.0192 | 1.0569 | 5200 | 0.0185 | 0.0185 | 0.5580 | |
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| 0.02 | 1.0772 | 5300 | 0.0196 | 0.0196 | 0.5371 | |
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| 0.0198 | 1.0976 | 5400 | 0.0182 | 0.0182 | 0.5592 | |
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| 0.0198 | 1.1179 | 5500 | 0.0182 | 0.0182 | 0.5592 | |
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| 0.0191 | 1.1382 | 5600 | 0.0185 | 0.0185 | 0.5529 | |
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| 0.0191 | 1.1585 | 5700 | 0.0182 | 0.0182 | 0.5608 | |
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| 0.0195 | 1.1789 | 5800 | 0.0181 | 0.0181 | 0.5604 | |
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| 0.0198 | 1.1992 | 5900 | 0.0183 | 0.0183 | 0.5586 | |
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| 0.0193 | 1.2195 | 6000 | 0.0185 | 0.0185 | 0.5537 | |
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| 0.0205 | 1.2398 | 6100 | 0.0182 | 0.0182 | 0.5658 | |
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| 0.0195 | 1.2602 | 6200 | 0.0180 | 0.0180 | 0.5636 | |
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| 0.0197 | 1.2805 | 6300 | 0.0180 | 0.0180 | 0.5680 | |
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| 0.0205 | 1.3008 | 6400 | 0.0182 | 0.0182 | 0.5605 | |
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| 0.0198 | 1.3211 | 6500 | 0.0185 | 0.0185 | 0.5548 | |
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| 0.02 | 1.3415 | 6600 | 0.0183 | 0.0183 | 0.5558 | |
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| 0.0196 | 1.3618 | 6700 | 0.0180 | 0.0180 | 0.5626 | |
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| 0.0199 | 1.3821 | 6800 | 0.0184 | 0.0184 | 0.5552 | |
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| 0.0194 | 1.4024 | 6900 | 0.0185 | 0.0185 | 0.5627 | |
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| 0.019 | 1.4228 | 7000 | 0.0180 | 0.0180 | 0.5654 | |
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| 0.0191 | 1.4431 | 7100 | 0.0180 | 0.0180 | 0.5646 | |
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| 0.0202 | 1.4634 | 7200 | 0.0183 | 0.0183 | 0.5625 | |
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| 0.0192 | 1.4837 | 7300 | 0.0187 | 0.0187 | 0.5589 | |
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| 0.0202 | 1.5041 | 7400 | 0.0180 | 0.0180 | 0.5597 | |
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| 0.02 | 1.5244 | 7500 | 0.0183 | 0.0183 | 0.5602 | |
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| 0.0201 | 1.5447 | 7600 | 0.0178 | 0.0178 | 0.5695 | |
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| 0.0192 | 1.5650 | 7700 | 0.0178 | 0.0178 | 0.5697 | |
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| 0.0179 | 1.5854 | 7800 | 0.0178 | 0.0178 | 0.5688 | |
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| 0.0177 | 1.6057 | 7900 | 0.0181 | 0.0181 | 0.5636 | |
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| 0.0192 | 1.6260 | 8000 | 0.0179 | 0.0179 | 0.5680 | |
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| 0.0195 | 1.6463 | 8100 | 0.0180 | 0.0180 | 0.5637 | |
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| 0.0185 | 1.6667 | 8200 | 0.0179 | 0.0179 | 0.5609 | |
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| 0.0191 | 1.6870 | 8300 | 0.0177 | 0.0177 | 0.5723 | |
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| 0.0185 | 1.7073 | 8400 | 0.0176 | 0.0176 | 0.5735 | |
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| 0.019 | 1.7276 | 8500 | 0.0178 | 0.0178 | 0.5695 | |
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| 0.0187 | 1.7480 | 8600 | 0.0175 | 0.0175 | 0.5768 | |
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| 0.0168 | 1.7683 | 8700 | 0.0173 | 0.0173 | 0.5776 | |
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| 0.0168 | 1.7886 | 8800 | 0.0169 | 0.0169 | 0.5865 | |
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| 0.0178 | 1.8089 | 8900 | 0.0170 | 0.0170 | 0.5886 | |
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| 0.0175 | 1.8293 | 9000 | 0.0171 | 0.0171 | 0.5932 | |
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| 0.0175 | 1.8496 | 9100 | 0.0175 | 0.0175 | 0.5744 | |
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| 0.0169 | 1.8699 | 9200 | 0.0168 | 0.0168 | 0.5952 | |
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| 0.0183 | 1.8902 | 9300 | 0.0166 | 0.0166 | 0.6016 | |
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| 0.0162 | 1.9106 | 9400 | 0.0164 | 0.0164 | 0.6034 | |
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| 0.0167 | 1.9309 | 9500 | 0.0163 | 0.0163 | 0.6039 | |
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| 0.0167 | 1.9512 | 9600 | 0.0166 | 0.0166 | 0.6031 | |
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| 0.0166 | 1.9715 | 9700 | 0.0163 | 0.0163 | 0.6064 | |
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| 0.0169 | 1.9919 | 9800 | 0.0165 | 0.0165 | 0.6034 | |
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| 0.0162 | 2.0122 | 9900 | 0.0161 | 0.0161 | 0.6103 | |
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| 0.016 | 2.0325 | 10000 | 0.0167 | 0.0167 | 0.6069 | |
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| 0.0152 | 2.0528 | 10100 | 0.0163 | 0.0163 | 0.6030 | |
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| 0.016 | 2.0732 | 10200 | 0.0158 | 0.0158 | 0.6184 | |
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| 0.0161 | 2.0935 | 10300 | 0.0160 | 0.0160 | 0.6165 | |
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| 0.0167 | 2.1138 | 10400 | 0.0156 | 0.0156 | 0.6176 | |
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| 0.0155 | 2.1341 | 10500 | 0.0158 | 0.0158 | 0.6212 | |
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| 0.0144 | 2.1545 | 10600 | 0.0156 | 0.0156 | 0.6219 | |
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| 0.0145 | 2.1748 | 10700 | 0.0160 | 0.0160 | 0.6131 | |
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| 0.0158 | 2.1951 | 10800 | 0.0161 | 0.0161 | 0.6085 | |
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| 0.0159 | 2.2154 | 10900 | 0.0156 | 0.0156 | 0.6200 | |
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| 0.0143 | 2.2358 | 11000 | 0.0156 | 0.0156 | 0.6192 | |
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| 0.0158 | 2.2561 | 11100 | 0.0158 | 0.0158 | 0.6173 | |
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| 0.015 | 2.2764 | 11200 | 0.0157 | 0.0157 | 0.6234 | |
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| 0.0156 | 2.2967 | 11300 | 0.0153 | 0.0153 | 0.6251 | |
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| 0.0143 | 2.3171 | 11400 | 0.0155 | 0.0155 | 0.6215 | |
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| 0.0159 | 2.3374 | 11500 | 0.0159 | 0.0159 | 0.6101 | |
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| 0.0155 | 2.3577 | 11600 | 0.0155 | 0.0155 | 0.6292 | |
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| 0.0145 | 2.3780 | 11700 | 0.0153 | 0.0153 | 0.6271 | |
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| 0.014 | 2.3984 | 11800 | 0.0152 | 0.0152 | 0.6296 | |
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| 0.0154 | 2.4187 | 11900 | 0.0151 | 0.0151 | 0.6282 | |
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| 0.0155 | 2.4390 | 12000 | 0.0154 | 0.0154 | 0.6190 | |
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| 0.0151 | 2.4593 | 12100 | 0.0158 | 0.0158 | 0.6152 | |
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| 0.0156 | 2.4797 | 12200 | 0.0152 | 0.0152 | 0.6301 | |
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| 0.0148 | 2.5 | 12300 | 0.0150 | 0.0150 | 0.6332 | |
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| 0.0148 | 2.5203 | 12400 | 0.0149 | 0.0149 | 0.6326 | |
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| 0.0161 | 2.5407 | 12500 | 0.0154 | 0.0154 | 0.6279 | |
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| 0.0143 | 2.5610 | 12600 | 0.0148 | 0.0148 | 0.6392 | |
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| 0.0143 | 2.5813 | 12700 | 0.0151 | 0.0151 | 0.6325 | |
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| 0.0141 | 2.6016 | 12800 | 0.0154 | 0.0154 | 0.6281 | |
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| 0.0148 | 2.6220 | 12900 | 0.0149 | 0.0149 | 0.6323 | |
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| 0.016 | 2.6423 | 13000 | 0.0155 | 0.0155 | 0.6230 | |
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| 0.0154 | 2.6626 | 13100 | 0.0156 | 0.0156 | 0.6211 | |
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| 0.0147 | 2.6829 | 13200 | 0.0151 | 0.0151 | 0.6320 | |
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| 0.0152 | 2.7033 | 13300 | 0.0153 | 0.0153 | 0.6253 | |
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| 0.0153 | 2.7236 | 13400 | 0.0155 | 0.0155 | 0.6275 | |
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| 0.0153 | 2.7439 | 13500 | 0.0147 | 0.0147 | 0.6431 | |
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| 0.0148 | 2.7642 | 13600 | 0.0154 | 0.0154 | 0.6322 | |
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| 0.0134 | 2.7846 | 13700 | 0.0153 | 0.0153 | 0.6272 | |
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| 0.0165 | 2.8049 | 13800 | 0.0149 | 0.0149 | 0.6357 | |
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| 0.014 | 2.8252 | 13900 | 0.0150 | 0.0150 | 0.6340 | |
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| 0.014 | 2.8455 | 14000 | 0.0149 | 0.0149 | 0.6318 | |
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| 0.0145 | 2.8659 | 14100 | 0.0151 | 0.0151 | 0.6353 | |
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| 0.0139 | 2.8862 | 14200 | 0.0149 | 0.0149 | 0.6367 | |
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| 0.0155 | 2.9065 | 14300 | 0.0151 | 0.0151 | 0.6354 | |
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| 0.015 | 2.9268 | 14400 | 0.0146 | 0.0146 | 0.6405 | |
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| 0.0145 | 2.9472 | 14500 | 0.0149 | 0.0149 | 0.6368 | |
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| 0.0142 | 2.9675 | 14600 | 0.0150 | 0.0150 | 0.6296 | |
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| 0.015 | 2.9878 | 14700 | 0.0147 | 0.0147 | 0.6433 | |
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| 0.0155 | 3.0081 | 14800 | 0.0147 | 0.0147 | 0.6400 | |
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| 0.0147 | 3.0285 | 14900 | 0.0146 | 0.0146 | 0.6363 | |
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| 0.0127 | 3.0488 | 15000 | 0.0147 | 0.0147 | 0.6406 | |
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| 0.0132 | 3.0691 | 15100 | 0.0146 | 0.0146 | 0.6417 | |
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| 0.014 | 3.0894 | 15200 | 0.0146 | 0.0146 | 0.6375 | |
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| 0.0139 | 3.1098 | 15300 | 0.0146 | 0.0146 | 0.6435 | |
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| 0.0152 | 3.1301 | 15400 | 0.0149 | 0.0149 | 0.6333 | |
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| 0.0145 | 3.1504 | 15500 | 0.0146 | 0.0146 | 0.6417 | |
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| 0.0136 | 3.1707 | 15600 | 0.0145 | 0.0145 | 0.6467 | |
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| 0.0143 | 3.1911 | 15700 | 0.0149 | 0.0149 | 0.6386 | |
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| 0.014 | 3.2114 | 15800 | 0.0147 | 0.0147 | 0.6458 | |
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| 0.0142 | 3.2317 | 15900 | 0.0143 | 0.0143 | 0.6479 | |
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| 0.0137 | 3.2520 | 16000 | 0.0148 | 0.0148 | 0.6387 | |
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| 0.0135 | 3.2724 | 16100 | 0.0147 | 0.0147 | 0.6394 | |
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| 0.0151 | 3.2927 | 16200 | 0.0144 | 0.0144 | 0.6465 | |
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| 0.0154 | 3.3130 | 16300 | 0.0142 | 0.0142 | 0.6553 | |
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| 0.0139 | 3.3333 | 16400 | 0.0149 | 0.0149 | 0.6360 | |
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| 0.0137 | 3.3537 | 16500 | 0.0145 | 0.0145 | 0.6458 | |
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| 0.0141 | 3.3740 | 16600 | 0.0145 | 0.0145 | 0.6468 | |
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| 0.0139 | 3.3943 | 16700 | 0.0148 | 0.0148 | 0.6402 | |
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| 0.0132 | 3.4146 | 16800 | 0.0149 | 0.0149 | 0.6424 | |
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| 0.0133 | 3.4350 | 16900 | 0.0147 | 0.0147 | 0.6423 | |
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| 0.0137 | 3.4553 | 17000 | 0.0143 | 0.0143 | 0.6493 | |
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| 0.0142 | 3.4756 | 17100 | 0.0146 | 0.0146 | 0.6462 | |
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| 0.0138 | 3.4959 | 17200 | 0.0143 | 0.0143 | 0.6470 | |
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| 0.0149 | 3.5163 | 17300 | 0.0145 | 0.0145 | 0.6511 | |
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| 0.0148 | 3.5366 | 17400 | 0.0145 | 0.0145 | 0.6469 | |
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| 0.0138 | 3.5569 | 17500 | 0.0144 | 0.0144 | 0.6437 | |
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| 0.0136 | 3.5772 | 17600 | 0.0143 | 0.0143 | 0.6526 | |
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| 0.0139 | 3.5976 | 17700 | 0.0143 | 0.0143 | 0.6494 | |
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| 0.0126 | 3.6179 | 17800 | 0.0143 | 0.0143 | 0.6523 | |
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| 0.0127 | 3.6382 | 17900 | 0.0144 | 0.0144 | 0.6456 | |
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| 0.0133 | 3.6585 | 18000 | 0.0143 | 0.0143 | 0.6499 | |
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| 0.0141 | 3.6789 | 18100 | 0.0142 | 0.0142 | 0.6527 | |
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| 0.0124 | 3.6992 | 18200 | 0.0146 | 0.0146 | 0.6429 | |
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| 0.0139 | 3.7195 | 18300 | 0.0142 | 0.0142 | 0.6493 | |
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| 0.0141 | 3.7398 | 18400 | 0.0142 | 0.0142 | 0.6512 | |
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| 0.0132 | 3.7602 | 18500 | 0.0143 | 0.0143 | 0.6490 | |
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| 0.0141 | 3.7805 | 18600 | 0.0144 | 0.0144 | 0.6432 | |
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| 0.0131 | 3.8008 | 18700 | 0.0142 | 0.0142 | 0.6519 | |
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| 0.0135 | 3.8211 | 18800 | 0.0147 | 0.0147 | 0.6442 | |
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| 0.0149 | 3.8415 | 18900 | 0.0147 | 0.0147 | 0.6422 | |
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| 0.0141 | 3.8618 | 19000 | 0.0142 | 0.0142 | 0.6547 | |
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| 0.0132 | 3.8821 | 19100 | 0.0143 | 0.0143 | 0.6489 | |
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| 0.0141 | 3.9024 | 19200 | 0.0143 | 0.0143 | 0.6494 | |
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| 0.0123 | 3.9228 | 19300 | 0.0140 | 0.0140 | 0.6559 | |
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| 0.0139 | 3.9431 | 19400 | 0.0142 | 0.0142 | 0.6535 | |
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| 0.0138 | 3.9634 | 19500 | 0.0144 | 0.0144 | 0.6457 | |
|
|
| 0.0131 | 3.9837 | 19600 | 0.0142 | 0.0142 | 0.6477 | |
|
|
| 0.0128 | 4.0041 | 19700 | 0.0145 | 0.0145 | 0.6453 | |
|
|
| 0.0128 | 4.0244 | 19800 | 0.0142 | 0.0142 | 0.6516 | |
|
|
| 0.0127 | 4.0447 | 19900 | 0.0141 | 0.0141 | 0.6517 | |
|
|
| 0.0137 | 4.0650 | 20000 | 0.0147 | 0.0147 | 0.6458 | |
|
|
| 0.0137 | 4.0854 | 20100 | 0.0142 | 0.0142 | 0.6535 | |
|
|
| 0.013 | 4.1057 | 20200 | 0.0146 | 0.0146 | 0.6506 | |
|
|
| 0.0134 | 4.1260 | 20300 | 0.0149 | 0.0149 | 0.6443 | |
|
|
| 0.0135 | 4.1463 | 20400 | 0.0145 | 0.0145 | 0.6495 | |
|
|
| 0.0139 | 4.1667 | 20500 | 0.0140 | 0.0140 | 0.6597 | |
|
|
| 0.014 | 4.1870 | 20600 | 0.0147 | 0.0147 | 0.6421 | |
|
|
| 0.0135 | 4.2073 | 20700 | 0.0145 | 0.0145 | 0.6438 | |
|
|
| 0.0127 | 4.2276 | 20800 | 0.0143 | 0.0143 | 0.6502 | |
|
|
| 0.0124 | 4.2480 | 20900 | 0.0141 | 0.0141 | 0.6558 | |
|
|
| 0.0139 | 4.2683 | 21000 | 0.0143 | 0.0143 | 0.6509 | |
|
|
| 0.013 | 4.2886 | 21100 | 0.0141 | 0.0141 | 0.6591 | |
|
|
| 0.0129 | 4.3089 | 21200 | 0.0143 | 0.0143 | 0.6497 | |
|
|
| 0.0122 | 4.3293 | 21300 | 0.0148 | 0.0148 | 0.6440 | |
|
|
| 0.0135 | 4.3496 | 21400 | 0.0142 | 0.0142 | 0.6550 | |
|
|
| 0.0117 | 4.3699 | 21500 | 0.0142 | 0.0142 | 0.6516 | |
|
|
| 0.0105 | 4.3902 | 21600 | 0.0146 | 0.0146 | 0.6420 | |
|
|
| 0.0142 | 4.4106 | 21700 | 0.0146 | 0.0146 | 0.6451 | |
|
|
| 0.0132 | 4.4309 | 21800 | 0.0143 | 0.0143 | 0.6504 | |
|
|
| 0.0134 | 4.4512 | 21900 | 0.0139 | 0.0139 | 0.6580 | |
|
|
| 0.0107 | 4.4715 | 22000 | 0.0147 | 0.0147 | 0.6431 | |
|
|
| 0.0133 | 4.4919 | 22100 | 0.0142 | 0.0142 | 0.6533 | |
|
|
| 0.0124 | 4.5122 | 22200 | 0.0141 | 0.0141 | 0.6564 | |
|
|
| 0.011 | 4.5325 | 22300 | 0.0139 | 0.0139 | 0.6608 | |
|
|
| 0.011 | 4.5528 | 22400 | 0.0141 | 0.0141 | 0.6551 | |
|
|
| 0.0131 | 4.5732 | 22500 | 0.0144 | 0.0144 | 0.6532 | |
|
|
| 0.0112 | 4.5935 | 22600 | 0.0143 | 0.0143 | 0.6521 | |
|
|
| 0.0116 | 4.6138 | 22700 | 0.0140 | 0.0140 | 0.6558 | |
|
|
| 0.01 | 4.6341 | 22800 | 0.0143 | 0.0143 | 0.6469 | |
|
|
| 0.0112 | 4.6545 | 22900 | 0.0141 | 0.0141 | 0.6540 | |
|
|
| 0.0115 | 4.6748 | 23000 | 0.0140 | 0.0140 | 0.6519 | |
|
|
| 0.0107 | 4.6951 | 23100 | 0.0141 | 0.0141 | 0.6545 | |
|
|
| 0.011 | 4.7154 | 23200 | 0.0141 | 0.0141 | 0.6525 | |
|
|
| 0.0119 | 4.7358 | 23300 | 0.0139 | 0.0139 | 0.6609 | |
|
|
| 0.013 | 4.7561 | 23400 | 0.0138 | 0.0138 | 0.6587 | |
|
|
| 0.0107 | 4.7764 | 23500 | 0.0136 | 0.0136 | 0.6665 | |
|
|
| 0.0111 | 4.7967 | 23600 | 0.0136 | 0.0136 | 0.6634 | |
|
|
| 0.0111 | 4.8171 | 23700 | 0.0140 | 0.0140 | 0.6565 | |
|
|
| 0.0106 | 4.8374 | 23800 | 0.0139 | 0.0139 | 0.6587 | |
|
|
| 0.0114 | 4.8577 | 23900 | 0.0140 | 0.0140 | 0.6575 | |
|
|
| 0.011 | 4.8780 | 24000 | 0.0142 | 0.0142 | 0.6575 | |
|
|
| 0.0115 | 4.8984 | 24100 | 0.0139 | 0.0139 | 0.6612 | |
|
|
| 0.012 | 4.9187 | 24200 | 0.0136 | 0.0136 | 0.6683 | |
|
|
| 0.0123 | 4.9390 | 24300 | 0.0137 | 0.0137 | 0.6659 | |
|
|
| 0.0118 | 4.9593 | 24400 | 0.0144 | 0.0144 | 0.6548 | |
|
|
| 0.01 | 4.9797 | 24500 | 0.0140 | 0.0140 | 0.6594 | |
|
|
| 0.0112 | 5.0 | 24600 | 0.0136 | 0.0136 | 0.6662 | |
|
|
| 0.0108 | 5.0203 | 24700 | 0.0140 | 0.0140 | 0.6605 | |
|
|
| 0.0103 | 5.0407 | 24800 | 0.0138 | 0.0138 | 0.6636 | |
|
|
| 0.0124 | 5.0610 | 24900 | 0.0137 | 0.0137 | 0.6645 | |
|
|
| 0.0116 | 5.0813 | 25000 | 0.0141 | 0.0141 | 0.6558 | |
|
|
| 0.009 | 5.1016 | 25100 | 0.0138 | 0.0138 | 0.6637 | |
|
|
| 0.0111 | 5.1220 | 25200 | 0.0140 | 0.0140 | 0.6594 | |
|
|
| 0.0119 | 5.1423 | 25300 | 0.0139 | 0.0139 | 0.6584 | |
|
|
| 0.011 | 5.1626 | 25400 | 0.0138 | 0.0138 | 0.6649 | |
|
|
| 0.0111 | 5.1829 | 25500 | 0.0137 | 0.0137 | 0.6660 | |
|
|
| 0.0115 | 5.2033 | 25600 | 0.0138 | 0.0138 | 0.6654 | |
|
|
| 0.0113 | 5.2236 | 25700 | 0.0138 | 0.0138 | 0.6615 | |
|
|
| 0.01 | 5.2439 | 25800 | 0.0142 | 0.0142 | 0.6558 | |
|
|
| 0.0114 | 5.2642 | 25900 | 0.0137 | 0.0137 | 0.6656 | |
|
|
| 0.0097 | 5.2846 | 26000 | 0.0138 | 0.0138 | 0.6620 | |
|
|
| 0.0094 | 5.3049 | 26100 | 0.0136 | 0.0136 | 0.6663 | |
|
|
| 0.0111 | 5.3252 | 26200 | 0.0137 | 0.0137 | 0.6638 | |
|
|
| 0.0114 | 5.3455 | 26300 | 0.0142 | 0.0142 | 0.6554 | |
|
|
| 0.0107 | 5.3659 | 26400 | 0.0137 | 0.0137 | 0.6619 | |
|
|
| 0.0115 | 5.3862 | 26500 | 0.0137 | 0.0137 | 0.6645 | |
|
|
| 0.0112 | 5.4065 | 26600 | 0.0134 | 0.0134 | 0.6712 | |
|
|
| 0.0106 | 5.4268 | 26700 | 0.0134 | 0.0134 | 0.6691 | |
|
|
| 0.011 | 5.4472 | 26800 | 0.0134 | 0.0134 | 0.6713 | |
|
|
| 0.0116 | 5.4675 | 26900 | 0.0136 | 0.0136 | 0.6682 | |
|
|
| 0.0111 | 5.4878 | 27000 | 0.0134 | 0.0134 | 0.6695 | |
|
|
| 0.0111 | 5.5081 | 27100 | 0.0136 | 0.0136 | 0.6686 | |
|
|
| 0.0106 | 5.5285 | 27200 | 0.0135 | 0.0135 | 0.6719 | |
|
|
| 0.011 | 5.5488 | 27300 | 0.0138 | 0.0138 | 0.6628 | |
|
|
| 0.0094 | 5.5691 | 27400 | 0.0135 | 0.0135 | 0.6687 | |
|
|
| 0.0102 | 5.5894 | 27500 | 0.0138 | 0.0138 | 0.6641 | |
|
|
| 0.0104 | 5.6098 | 27600 | 0.0135 | 0.0135 | 0.6703 | |
|
|
| 0.01 | 5.6301 | 27700 | 0.0136 | 0.0136 | 0.6708 | |
|
|
| 0.0104 | 5.6504 | 27800 | 0.0136 | 0.0136 | 0.6688 | |
|
|
| 0.0102 | 5.6707 | 27900 | 0.0136 | 0.0136 | 0.6682 | |
|
|
| 0.0108 | 5.6911 | 28000 | 0.0138 | 0.0138 | 0.6614 | |
|
|
| 0.0108 | 5.7114 | 28100 | 0.0135 | 0.0135 | 0.6716 | |
|
|
| 0.0103 | 5.7317 | 28200 | 0.0137 | 0.0137 | 0.6650 | |
|
|
| 0.0105 | 5.7520 | 28300 | 0.0136 | 0.0136 | 0.6679 | |
|
|
| 0.0108 | 5.7724 | 28400 | 0.0135 | 0.0135 | 0.6693 | |
|
|
| 0.0102 | 5.7927 | 28500 | 0.0133 | 0.0133 | 0.6745 | |
|
|
| 0.0111 | 5.8130 | 28600 | 0.0133 | 0.0133 | 0.6745 | |
|
|
| 0.0102 | 5.8333 | 28700 | 0.0134 | 0.0134 | 0.6703 | |
|
|
| 0.0087 | 5.8537 | 28800 | 0.0137 | 0.0137 | 0.6660 | |
|
|
| 0.0114 | 5.8740 | 28900 | 0.0136 | 0.0136 | 0.6686 | |
|
|
| 0.0114 | 5.8943 | 29000 | 0.0134 | 0.0134 | 0.6739 | |
|
|
| 0.0098 | 5.9146 | 29100 | 0.0134 | 0.0134 | 0.6724 | |
|
|
| 0.0097 | 5.9350 | 29200 | 0.0132 | 0.0132 | 0.6767 | |
|
|
| 0.0108 | 5.9553 | 29300 | 0.0131 | 0.0131 | 0.6803 | |
|
|
| 0.0106 | 5.9756 | 29400 | 0.0132 | 0.0132 | 0.6775 | |
|
|
| 0.0112 | 5.9959 | 29500 | 0.0133 | 0.0133 | 0.6763 | |
|
|
| 0.0096 | 6.0163 | 29600 | 0.0134 | 0.0134 | 0.6706 | |
|
|
| 0.0105 | 6.0366 | 29700 | 0.0141 | 0.0141 | 0.6561 | |
|
|
| 0.0115 | 6.0569 | 29800 | 0.0132 | 0.0132 | 0.6745 | |
|
|
| 0.01 | 6.0772 | 29900 | 0.0132 | 0.0132 | 0.6782 | |
|
|
| 0.0114 | 6.0976 | 30000 | 0.0133 | 0.0133 | 0.6737 | |
|
|
| 0.0116 | 6.1179 | 30100 | 0.0132 | 0.0132 | 0.6771 | |
|
|
| 0.0095 | 6.1382 | 30200 | 0.0135 | 0.0135 | 0.6688 | |
|
|
| 0.01 | 6.1585 | 30300 | 0.0134 | 0.0134 | 0.6682 | |
|
|
| 0.01 | 6.1789 | 30400 | 0.0132 | 0.0132 | 0.6756 | |
|
|
| 0.0106 | 6.1992 | 30500 | 0.0134 | 0.0134 | 0.6726 | |
|
|
| 0.0092 | 6.2195 | 30600 | 0.0131 | 0.0131 | 0.6755 | |
|
|
| 0.0117 | 6.2398 | 30700 | 0.0133 | 0.0133 | 0.6723 | |
|
|
| 0.0098 | 6.2602 | 30800 | 0.0131 | 0.0131 | 0.6748 | |
|
|
| 0.0103 | 6.2805 | 30900 | 0.0132 | 0.0132 | 0.6757 | |
|
|
| 0.0097 | 6.3008 | 31000 | 0.0135 | 0.0135 | 0.6682 | |
|
|
| 0.0103 | 6.3211 | 31100 | 0.0134 | 0.0134 | 0.6726 | |
|
|
| 0.0101 | 6.3415 | 31200 | 0.0134 | 0.0134 | 0.6712 | |
|
|
| 0.0107 | 6.3618 | 31300 | 0.0132 | 0.0132 | 0.6773 | |
|
|
| 0.01 | 6.3821 | 31400 | 0.0133 | 0.0133 | 0.6740 | |
|
|
| 0.0097 | 6.4024 | 31500 | 0.0136 | 0.0136 | 0.6704 | |
|
|
| 0.0108 | 6.4228 | 31600 | 0.0132 | 0.0132 | 0.6764 | |
|
|
| 0.0104 | 6.4431 | 31700 | 0.0131 | 0.0131 | 0.6784 | |
|
|
| 0.0123 | 6.4634 | 31800 | 0.0133 | 0.0133 | 0.6725 | |
|
|
| 0.0097 | 6.4837 | 31900 | 0.0134 | 0.0134 | 0.6703 | |
|
|
| 0.0097 | 6.5041 | 32000 | 0.0133 | 0.0133 | 0.6725 | |
|
|
| 0.009 | 6.5244 | 32100 | 0.0130 | 0.0130 | 0.6829 | |
|
|
| 0.0116 | 6.5447 | 32200 | 0.0133 | 0.0133 | 0.6731 | |
|
|
| 0.0099 | 6.5650 | 32300 | 0.0132 | 0.0132 | 0.6760 | |
|
|
| 0.0108 | 6.5854 | 32400 | 0.0133 | 0.0133 | 0.6754 | |
|
|
| 0.0103 | 6.6057 | 32500 | 0.0136 | 0.0136 | 0.6701 | |
|
|
| 0.0092 | 6.6260 | 32600 | 0.0132 | 0.0132 | 0.6782 | |
|
|
| 0.0105 | 6.6463 | 32700 | 0.0130 | 0.0130 | 0.6814 | |
|
|
| 0.011 | 6.6667 | 32800 | 0.0133 | 0.0133 | 0.6734 | |
|
|
| 0.0102 | 6.6870 | 32900 | 0.0132 | 0.0132 | 0.6750 | |
|
|
| 0.0103 | 6.7073 | 33000 | 0.0132 | 0.0132 | 0.6766 | |
|
|
| 0.0112 | 6.7276 | 33100 | 0.0131 | 0.0131 | 0.6788 | |
|
|
| 0.0089 | 6.7480 | 33200 | 0.0131 | 0.0131 | 0.6773 | |
|
|
| 0.0103 | 6.7683 | 33300 | 0.0131 | 0.0131 | 0.6752 | |
|
|
| 0.0109 | 6.7886 | 33400 | 0.0133 | 0.0133 | 0.6761 | |
|
|
| 0.0078 | 6.8089 | 33500 | 0.0131 | 0.0131 | 0.6778 | |
|
|
| 0.011 | 6.8293 | 33600 | 0.0130 | 0.0130 | 0.6823 | |
|
|
| 0.0085 | 6.8496 | 33700 | 0.0129 | 0.0129 | 0.6815 | |
|
|
| 0.009 | 6.8699 | 33800 | 0.0131 | 0.0131 | 0.6770 | |
|
|
| 0.0093 | 6.8902 | 33900 | 0.0131 | 0.0131 | 0.6769 | |
|
|
| 0.01 | 6.9106 | 34000 | 0.0132 | 0.0132 | 0.6750 | |
|
|
| 0.0097 | 6.9309 | 34100 | 0.0131 | 0.0131 | 0.6791 | |
|
|
| 0.0107 | 6.9512 | 34200 | 0.0130 | 0.0130 | 0.6824 | |
|
|
| 0.0099 | 6.9715 | 34300 | 0.0130 | 0.0130 | 0.6815 | |
|
|
| 0.0095 | 6.9919 | 34400 | 0.0130 | 0.0130 | 0.6822 | |
|
|
| 0.01 | 7.0122 | 34500 | 0.0129 | 0.0129 | 0.6827 | |
|
|
| 0.0097 | 7.0325 | 34600 | 0.0131 | 0.0131 | 0.6801 | |
|
|
| 0.0099 | 7.0528 | 34700 | 0.0129 | 0.0129 | 0.6843 | |
|
|
| 0.0085 | 7.0732 | 34800 | 0.0132 | 0.0132 | 0.6774 | |
|
|
| 0.0098 | 7.0935 | 34900 | 0.0131 | 0.0131 | 0.6780 | |
|
|
| 0.0103 | 7.1138 | 35000 | 0.0130 | 0.0130 | 0.6811 | |
|
|
| 0.0104 | 7.1341 | 35100 | 0.0127 | 0.0127 | 0.6857 | |
|
|
| 0.0094 | 7.1545 | 35200 | 0.0130 | 0.0130 | 0.6812 | |
|
|
| 0.0104 | 7.1748 | 35300 | 0.0132 | 0.0132 | 0.6768 | |
|
|
| 0.0092 | 7.1951 | 35400 | 0.0130 | 0.0130 | 0.6819 | |
|
|
| 0.0099 | 7.2154 | 35500 | 0.0130 | 0.0130 | 0.6810 | |
|
|
| 0.0103 | 7.2358 | 35600 | 0.0132 | 0.0132 | 0.6791 | |
|
|
| 0.0103 | 7.2561 | 35700 | 0.0135 | 0.0135 | 0.6734 | |
|
|
| 0.0081 | 7.2764 | 35800 | 0.0133 | 0.0133 | 0.6753 | |
|
|
| 0.0079 | 7.2967 | 35900 | 0.0131 | 0.0131 | 0.6788 | |
|
|
| 0.009 | 7.3171 | 36000 | 0.0130 | 0.0130 | 0.6826 | |
|
|
| 0.0096 | 7.3374 | 36100 | 0.0130 | 0.0130 | 0.6829 | |
|
|
| 0.0103 | 7.3577 | 36200 | 0.0132 | 0.0132 | 0.6821 | |
|
|
| 0.0098 | 7.3780 | 36300 | 0.0130 | 0.0130 | 0.6821 | |
|
|
| 0.0102 | 7.3984 | 36400 | 0.0130 | 0.0130 | 0.6830 | |
|
|
| 0.0093 | 7.4187 | 36500 | 0.0133 | 0.0133 | 0.6756 | |
|
|
| 0.0107 | 7.4390 | 36600 | 0.0131 | 0.0131 | 0.6801 | |
|
|
| 0.01 | 7.4593 | 36700 | 0.0128 | 0.0128 | 0.6862 | |
|
|
| 0.0101 | 7.4797 | 36800 | 0.0132 | 0.0132 | 0.6817 | |
|
|
| 0.0088 | 7.5 | 36900 | 0.0130 | 0.0130 | 0.6823 | |
|
|
| 0.0097 | 7.5203 | 37000 | 0.0130 | 0.0130 | 0.6828 | |
|
|
| 0.0087 | 7.5407 | 37100 | 0.0129 | 0.0129 | 0.6859 | |
|
|
| 0.008 | 7.5610 | 37200 | 0.0129 | 0.0129 | 0.6848 | |
|
|
| 0.0096 | 7.5813 | 37300 | 0.0128 | 0.0128 | 0.6869 | |
|
|
| 0.0092 | 7.6016 | 37400 | 0.0128 | 0.0128 | 0.6856 | |
|
|
| 0.0101 | 7.6220 | 37500 | 0.0130 | 0.0130 | 0.6827 | |
|
|
| 0.0102 | 7.6423 | 37600 | 0.0130 | 0.0130 | 0.6792 | |
|
|
| 0.0097 | 7.6626 | 37700 | 0.0129 | 0.0129 | 0.6806 | |
|
|
| 0.0106 | 7.6829 | 37800 | 0.0128 | 0.0128 | 0.6852 | |
|
|
| 0.0087 | 7.7033 | 37900 | 0.0129 | 0.0129 | 0.6847 | |
|
|
| 0.0091 | 7.7236 | 38000 | 0.0129 | 0.0129 | 0.6851 | |
|
|
| 0.0099 | 7.7439 | 38100 | 0.0128 | 0.0128 | 0.6845 | |
|
|
| 0.0094 | 7.7642 | 38200 | 0.0128 | 0.0128 | 0.6857 | |
|
|
| 0.0097 | 7.7846 | 38300 | 0.0128 | 0.0128 | 0.6858 | |
|
|
| 0.0108 | 7.8049 | 38400 | 0.0127 | 0.0127 | 0.6855 | |
|
|
| 0.011 | 7.8252 | 38500 | 0.0128 | 0.0128 | 0.6836 | |
|
|
| 0.0088 | 7.8455 | 38600 | 0.0129 | 0.0129 | 0.6826 | |
|
|
| 0.0093 | 7.8659 | 38700 | 0.0131 | 0.0131 | 0.6796 | |
|
|
| 0.0096 | 7.8862 | 38800 | 0.0129 | 0.0129 | 0.6830 | |
|
|
| 0.0089 | 7.9065 | 38900 | 0.0128 | 0.0128 | 0.6855 | |
|
|
| 0.0088 | 7.9268 | 39000 | 0.0128 | 0.0128 | 0.6879 | |
|
|
| 0.0088 | 7.9472 | 39100 | 0.0127 | 0.0127 | 0.6897 | |
|
|
| 0.0088 | 7.9675 | 39200 | 0.0129 | 0.0129 | 0.6840 | |
|
|
| 0.0102 | 7.9878 | 39300 | 0.0127 | 0.0127 | 0.6878 | |
|
|
| 0.008 | 8.0081 | 39400 | 0.0128 | 0.0128 | 0.6867 | |
|
|
| 0.0106 | 8.0285 | 39500 | 0.0130 | 0.0130 | 0.6817 | |
|
|
| 0.0089 | 8.0488 | 39600 | 0.0129 | 0.0129 | 0.6838 | |
|
|
| 0.0084 | 8.0691 | 39700 | 0.0129 | 0.0129 | 0.6847 | |
|
|
| 0.0089 | 8.0894 | 39800 | 0.0128 | 0.0128 | 0.6860 | |
|
|
| 0.0095 | 8.1098 | 39900 | 0.0128 | 0.0128 | 0.6851 | |
|
|
| 0.0085 | 8.1301 | 40000 | 0.0127 | 0.0127 | 0.6872 | |
|
|
| 0.0084 | 8.1504 | 40100 | 0.0129 | 0.0129 | 0.6840 | |
|
|
| 0.0084 | 8.1707 | 40200 | 0.0130 | 0.0130 | 0.6804 | |
|
|
| 0.0082 | 8.1911 | 40300 | 0.0128 | 0.0128 | 0.6870 | |
|
|
| 0.0082 | 8.2114 | 40400 | 0.0127 | 0.0127 | 0.6871 | |
|
|
| 0.0114 | 8.2317 | 40500 | 0.0126 | 0.0126 | 0.6900 | |
|
|
| 0.0101 | 8.2520 | 40600 | 0.0129 | 0.0129 | 0.6853 | |
|
|
| 0.0099 | 8.2724 | 40700 | 0.0127 | 0.0127 | 0.6861 | |
|
|
| 0.0087 | 8.2927 | 40800 | 0.0128 | 0.0128 | 0.6850 | |
|
|
| 0.0081 | 8.3130 | 40900 | 0.0127 | 0.0127 | 0.6867 | |
|
|
| 0.0086 | 8.3333 | 41000 | 0.0127 | 0.0127 | 0.6880 | |
|
|
| 0.0095 | 8.3537 | 41100 | 0.0128 | 0.0128 | 0.6867 | |
|
|
| 0.0082 | 8.3740 | 41200 | 0.0128 | 0.0128 | 0.6875 | |
|
|
| 0.0075 | 8.3943 | 41300 | 0.0128 | 0.0128 | 0.6879 | |
|
|
| 0.0095 | 8.4146 | 41400 | 0.0127 | 0.0127 | 0.6882 | |
|
|
| 0.0091 | 8.4350 | 41500 | 0.0127 | 0.0127 | 0.6886 | |
|
|
| 0.0098 | 8.4553 | 41600 | 0.0128 | 0.0128 | 0.6874 | |
|
|
| 0.0099 | 8.4756 | 41700 | 0.0126 | 0.0126 | 0.6907 | |
|
|
| 0.0094 | 8.4959 | 41800 | 0.0129 | 0.0129 | 0.6854 | |
|
|
| 0.0097 | 8.5163 | 41900 | 0.0127 | 0.0127 | 0.6888 | |
|
|
| 0.0104 | 8.5366 | 42000 | 0.0130 | 0.0130 | 0.6856 | |
|
|
| 0.0085 | 8.5569 | 42100 | 0.0129 | 0.0129 | 0.6863 | |
|
|
| 0.0083 | 8.5772 | 42200 | 0.0129 | 0.0129 | 0.6858 | |
|
|
| 0.0085 | 8.5976 | 42300 | 0.0127 | 0.0127 | 0.6897 | |
|
|
| 0.0091 | 8.6179 | 42400 | 0.0127 | 0.0127 | 0.6905 | |
|
|
| 0.0092 | 8.6382 | 42500 | 0.0126 | 0.0126 | 0.6903 | |
|
|
| 0.0097 | 8.6585 | 42600 | 0.0126 | 0.0126 | 0.6901 | |
|
|
| 0.0091 | 8.6789 | 42700 | 0.0127 | 0.0127 | 0.6880 | |
|
|
| 0.008 | 8.6992 | 42800 | 0.0128 | 0.0128 | 0.6856 | |
|
|
| 0.0093 | 8.7195 | 42900 | 0.0128 | 0.0128 | 0.6870 | |
|
|
| 0.0096 | 8.7398 | 43000 | 0.0129 | 0.0129 | 0.6853 | |
|
|
| 0.0102 | 8.7602 | 43100 | 0.0126 | 0.0126 | 0.6887 | |
|
|
| 0.0097 | 8.7805 | 43200 | 0.0127 | 0.0127 | 0.6880 | |
|
|
| 0.0092 | 8.8008 | 43300 | 0.0127 | 0.0127 | 0.6885 | |
|
|
| 0.0089 | 8.8211 | 43400 | 0.0128 | 0.0128 | 0.6881 | |
|
|
| 0.0083 | 8.8415 | 43500 | 0.0127 | 0.0127 | 0.6888 | |
|
|
| 0.0089 | 8.8618 | 43600 | 0.0127 | 0.0127 | 0.6887 | |
|
|
| 0.0094 | 8.8821 | 43700 | 0.0127 | 0.0127 | 0.6888 | |
|
|
| 0.0085 | 8.9024 | 43800 | 0.0127 | 0.0127 | 0.6885 | |
|
|
| 0.0108 | 8.9228 | 43900 | 0.0126 | 0.0126 | 0.6907 | |
|
|
| 0.0095 | 8.9431 | 44000 | 0.0127 | 0.0127 | 0.6896 | |
|
|
| 0.0082 | 8.9634 | 44100 | 0.0126 | 0.0126 | 0.6904 | |
|
|
| 0.0089 | 8.9837 | 44200 | 0.0126 | 0.0126 | 0.6913 | |
|
|
| 0.0093 | 9.0041 | 44300 | 0.0126 | 0.0126 | 0.6898 | |
|
|
| 0.0091 | 9.0244 | 44400 | 0.0126 | 0.0126 | 0.6908 | |
|
|
| 0.0091 | 9.0447 | 44500 | 0.0127 | 0.0127 | 0.6896 | |
|
|
| 0.0083 | 9.0650 | 44600 | 0.0126 | 0.0126 | 0.6898 | |
|
|
| 0.009 | 9.0854 | 44700 | 0.0126 | 0.0126 | 0.6910 | |
|
|
| 0.0097 | 9.1057 | 44800 | 0.0126 | 0.0126 | 0.6908 | |
|
|
| 0.0072 | 9.1260 | 44900 | 0.0127 | 0.0127 | 0.6877 | |
|
|
| 0.0082 | 9.1463 | 45000 | 0.0127 | 0.0127 | 0.6885 | |
|
|
| 0.0078 | 9.1667 | 45100 | 0.0127 | 0.0127 | 0.6881 | |
|
|
| 0.0088 | 9.1870 | 45200 | 0.0125 | 0.0125 | 0.6914 | |
|
|
| 0.0077 | 9.2073 | 45300 | 0.0127 | 0.0127 | 0.6879 | |
|
|
| 0.009 | 9.2276 | 45400 | 0.0126 | 0.0126 | 0.6887 | |
|
|
| 0.0088 | 9.2480 | 45500 | 0.0127 | 0.0127 | 0.6885 | |
|
|
| 0.0089 | 9.2683 | 45600 | 0.0126 | 0.0126 | 0.6915 | |
|
|
| 0.0074 | 9.2886 | 45700 | 0.0126 | 0.0126 | 0.6903 | |
|
|
| 0.0085 | 9.3089 | 45800 | 0.0126 | 0.0126 | 0.6904 | |
|
|
| 0.0091 | 9.3293 | 45900 | 0.0127 | 0.0127 | 0.6892 | |
|
|
| 0.0088 | 9.3496 | 46000 | 0.0125 | 0.0125 | 0.6918 | |
|
|
| 0.0094 | 9.3699 | 46100 | 0.0127 | 0.0127 | 0.6899 | |
|
|
| 0.0098 | 9.3902 | 46200 | 0.0125 | 0.0125 | 0.6931 | |
|
|
| 0.0087 | 9.4106 | 46300 | 0.0126 | 0.0126 | 0.6916 | |
|
|
| 0.0086 | 9.4309 | 46400 | 0.0126 | 0.0126 | 0.6915 | |
|
|
| 0.0084 | 9.4512 | 46500 | 0.0125 | 0.0125 | 0.6931 | |
|
|
| 0.0092 | 9.4715 | 46600 | 0.0126 | 0.0126 | 0.6907 | |
|
|
| 0.0087 | 9.4919 | 46700 | 0.0125 | 0.0125 | 0.6935 | |
|
|
| 0.0085 | 9.5122 | 46800 | 0.0125 | 0.0125 | 0.6938 | |
|
|
| 0.0083 | 9.5325 | 46900 | 0.0125 | 0.0125 | 0.6933 | |
|
|
| 0.0091 | 9.5528 | 47000 | 0.0126 | 0.0126 | 0.6920 | |
|
|
| 0.0082 | 9.5732 | 47100 | 0.0126 | 0.0126 | 0.6912 | |
|
|
| 0.0091 | 9.5935 | 47200 | 0.0126 | 0.0126 | 0.6918 | |
|
|
| 0.0092 | 9.6138 | 47300 | 0.0126 | 0.0126 | 0.6920 | |
|
|
| 0.0086 | 9.6341 | 47400 | 0.0125 | 0.0125 | 0.6930 | |
|
|
| 0.0087 | 9.6545 | 47500 | 0.0125 | 0.0125 | 0.6931 | |
|
|
| 0.009 | 9.6748 | 47600 | 0.0126 | 0.0126 | 0.6932 | |
|
|
| 0.0085 | 9.6951 | 47700 | 0.0125 | 0.0125 | 0.6941 | |
|
|
| 0.0093 | 9.7154 | 47800 | 0.0125 | 0.0125 | 0.6930 | |
|
|
| 0.009 | 9.7358 | 47900 | 0.0125 | 0.0125 | 0.6930 | |
|
|
| 0.0092 | 9.7561 | 48000 | 0.0125 | 0.0125 | 0.6936 | |
|
|
| 0.0093 | 9.7764 | 48100 | 0.0125 | 0.0125 | 0.6937 | |
|
|
| 0.0101 | 9.7967 | 48200 | 0.0125 | 0.0125 | 0.6935 | |
|
|
| 0.0089 | 9.8171 | 48300 | 0.0125 | 0.0125 | 0.6946 | |
|
|
| 0.0087 | 9.8374 | 48400 | 0.0125 | 0.0125 | 0.6948 | |
|
|
| 0.008 | 9.8577 | 48500 | 0.0125 | 0.0125 | 0.6943 | |
|
|
| 0.0089 | 9.8780 | 48600 | 0.0125 | 0.0125 | 0.6944 | |
|
|
| 0.0074 | 9.8984 | 48700 | 0.0125 | 0.0125 | 0.6937 | |
|
|
| 0.009 | 9.9187 | 48800 | 0.0125 | 0.0125 | 0.6931 | |
|
|
| 0.0077 | 9.9390 | 48900 | 0.0125 | 0.0125 | 0.6934 | |
|
|
| 0.0078 | 9.9593 | 49000 | 0.0125 | 0.0125 | 0.6937 | |
|
|
| 0.0086 | 9.9797 | 49100 | 0.0125 | 0.0125 | 0.6938 | |
|
|
| 0.0074 | 10.0 | 49200 | 0.0125 | 0.0125 | 0.6938 | |
|
|
|
|
|
|
|
|
### Framework versions |
|
|
|
|
|
- Transformers 4.57.3 |
|
|
- Pytorch 2.9.1+cu128 |
|
|
- Datasets 4.4.2 |
|
|
- Tokenizers 0.22.1 |
|
|
|
