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--- |
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license: apache-2.0 |
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base_model: facebook/wav2vec2-large-xlsr-53 |
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tags: |
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- automatic-speech-recognition |
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- DewiBrynJones/banc-trawsgrifiadau-bangor-clean-with-ccv |
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- generated_from_trainer |
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metrics: |
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- wer |
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model-index: |
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- name: wav2vec2-xlsr-53-ft-btb-ccv-cy |
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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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# wav2vec2-xlsr-53-ft-btb-ccv-cy |
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This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the DEWIBRYNJONES/BANC-TRAWSGRIFIADAU-BANGOR-CLEAN-WITH-CCV - DEFAULT dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.5067 |
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- Wer: 0.3522 |
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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: 0.0003 |
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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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- lr_scheduler_warmup_steps: 500 |
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- training_steps: 30000 |
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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 | Wer | |
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|:-------------:|:------:|:-----:|:---------------:|:------:| |
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| No log | 0.0194 | 100 | 3.5677 | 1.0 | |
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| No log | 0.0387 | 200 | 3.0472 | 1.0 | |
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| No log | 0.0581 | 300 | 2.9665 | 1.0 | |
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| No log | 0.0774 | 400 | 2.4643 | 0.9813 | |
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| 4.1279 | 0.0968 | 500 | 1.6253 | 0.9345 | |
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| 4.1279 | 0.1161 | 600 | 1.2481 | 0.8191 | |
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| 4.1279 | 0.1355 | 700 | 1.0997 | 0.7770 | |
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| 4.1279 | 0.1549 | 800 | 1.0475 | 0.7340 | |
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| 4.1279 | 0.1742 | 900 | 0.9693 | 0.7013 | |
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| 1.0598 | 0.1936 | 1000 | 0.9115 | 0.6749 | |
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| 1.0598 | 0.2129 | 1100 | 0.8824 | 0.6563 | |
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| 1.0598 | 0.2323 | 1200 | 0.8610 | 0.6431 | |
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| 1.0598 | 0.2516 | 1300 | 0.8330 | 0.6114 | |
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| 1.0598 | 0.2710 | 1400 | 0.8173 | 0.6017 | |
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| 0.8546 | 0.2904 | 1500 | 0.8103 | 0.6139 | |
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| 0.8546 | 0.3097 | 1600 | 0.7860 | 0.6078 | |
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| 0.8546 | 0.3291 | 1700 | 0.8576 | 0.5990 | |
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| 0.8546 | 0.3484 | 1800 | 0.7556 | 0.5773 | |
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| 0.8546 | 0.3678 | 1900 | 0.7365 | 0.5826 | |
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| 0.7776 | 0.3871 | 2000 | 0.7292 | 0.5552 | |
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| 0.7776 | 0.4065 | 2100 | 0.7166 | 0.5386 | |
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| 0.7776 | 0.4259 | 2200 | 0.7117 | 0.5402 | |
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| 0.7776 | 0.4452 | 2300 | 0.7061 | 0.5388 | |
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| 0.7776 | 0.4646 | 2400 | 0.7045 | 0.5364 | |
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| 0.706 | 0.4839 | 2500 | 0.7063 | 0.5429 | |
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| 0.706 | 0.5033 | 2600 | 0.6941 | 0.5434 | |
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| 0.706 | 0.5226 | 2700 | 0.6840 | 0.5203 | |
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| 0.706 | 0.5420 | 2800 | 0.6902 | 0.5594 | |
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| 0.706 | 0.5614 | 2900 | 0.6595 | 0.5149 | |
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| 0.7002 | 0.5807 | 3000 | 0.6768 | 0.5253 | |
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| 0.7002 | 0.6001 | 3100 | 0.6657 | 0.5064 | |
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| 0.7002 | 0.6194 | 3200 | 0.6759 | 0.5409 | |
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| 0.7002 | 0.6388 | 3300 | 0.6709 | 0.5091 | |
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| 0.7002 | 0.6581 | 3400 | 0.6479 | 0.5037 | |
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| 0.685 | 0.6775 | 3500 | 0.6378 | 0.5034 | |
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| 0.685 | 0.6969 | 3600 | 0.6493 | 0.4988 | |
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| 0.685 | 0.7162 | 3700 | 0.6340 | 0.4833 | |
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| 0.685 | 0.7356 | 3800 | 0.6227 | 0.4735 | |
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| 0.685 | 0.7549 | 3900 | 0.6257 | 0.4907 | |
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| 0.6655 | 0.7743 | 4000 | 0.6420 | 0.4999 | |
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| 0.6655 | 0.7937 | 4100 | 0.6111 | 0.4791 | |
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| 0.6655 | 0.8130 | 4200 | 0.6136 | 0.4807 | |
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| 0.6655 | 0.8324 | 4300 | 0.6218 | 0.4860 | |
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| 0.6655 | 0.8517 | 4400 | 0.6084 | 0.4585 | |
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| 0.6431 | 0.8711 | 4500 | 0.6009 | 0.4628 | |
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| 0.6431 | 0.8904 | 4600 | 0.6010 | 0.4630 | |
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| 0.6431 | 0.9098 | 4700 | 0.5823 | 0.4504 | |
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| 0.6431 | 0.9292 | 4800 | 0.6119 | 0.4630 | |
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| 0.6431 | 0.9485 | 4900 | 0.6002 | 0.4600 | |
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| 0.6235 | 0.9679 | 5000 | 0.5892 | 0.4552 | |
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| 0.6235 | 0.9872 | 5100 | 0.5674 | 0.4489 | |
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| 0.6235 | 1.0066 | 5200 | 0.5792 | 0.4317 | |
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| 0.6235 | 1.0259 | 5300 | 0.5753 | 0.4333 | |
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| 0.6235 | 1.0453 | 5400 | 0.5699 | 0.4462 | |
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| 0.5527 | 1.0647 | 5500 | 0.5667 | 0.4364 | |
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| 0.5527 | 1.0840 | 5600 | 0.5558 | 0.4295 | |
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| 0.5527 | 1.1034 | 5700 | 0.5602 | 0.4223 | |
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| 0.5527 | 1.1227 | 5800 | 0.5591 | 0.4194 | |
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| 0.5527 | 1.1421 | 5900 | 0.5399 | 0.4188 | |
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| 0.533 | 1.1614 | 6000 | 0.5459 | 0.4311 | |
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| 0.533 | 1.1808 | 6100 | 0.5348 | 0.4118 | |
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| 0.533 | 1.2002 | 6200 | 0.5454 | 0.4176 | |
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| 0.533 | 1.2195 | 6300 | 0.5443 | 0.4216 | |
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| 0.533 | 1.2389 | 6400 | 0.5383 | 0.4096 | |
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| 0.5228 | 1.2582 | 6500 | 0.5407 | 0.4126 | |
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| 0.5228 | 1.2776 | 6600 | 0.5527 | 0.4143 | |
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| 0.5228 | 1.2969 | 6700 | 0.5313 | 0.4081 | |
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| 0.5228 | 1.3163 | 6800 | 0.5339 | 0.4150 | |
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| 0.5228 | 1.3357 | 6900 | 0.5236 | 0.4121 | |
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| 0.5204 | 1.3550 | 7000 | 0.5528 | 0.4166 | |
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| 0.5204 | 1.3744 | 7100 | 0.5331 | 0.4056 | |
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| 0.5204 | 1.3937 | 7200 | 0.5242 | 0.4059 | |
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| 0.5204 | 1.4131 | 7300 | 0.5310 | 0.4093 | |
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| 0.5204 | 1.4324 | 7400 | 0.5278 | 0.4063 | |
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| 0.5199 | 1.4518 | 7500 | 0.5168 | 0.3956 | |
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| 0.5199 | 1.4712 | 7600 | 0.5237 | 0.4024 | |
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| 0.5199 | 1.4905 | 7700 | 0.5316 | 0.4179 | |
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| 0.5199 | 1.5099 | 7800 | 0.5182 | 0.4033 | |
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| 0.5199 | 1.5292 | 7900 | 0.5175 | 0.3984 | |
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| 0.5066 | 1.5486 | 8000 | 0.5138 | 0.3949 | |
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| 0.5066 | 1.5679 | 8100 | 0.5156 | 0.4016 | |
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| 0.5066 | 1.5873 | 8200 | 0.5131 | 0.3979 | |
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| 0.5066 | 1.6067 | 8300 | 0.5140 | 0.3941 | |
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| 0.5066 | 1.6260 | 8400 | 0.5224 | 0.3985 | |
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| 0.502 | 1.6454 | 8500 | 0.5275 | 0.4002 | |
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| 0.502 | 1.6647 | 8600 | 0.5054 | 0.3861 | |
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| 0.502 | 1.6841 | 8700 | 0.5144 | 0.3913 | |
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| 0.502 | 1.7034 | 8800 | 0.5018 | 0.3861 | |
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| 0.502 | 1.7228 | 8900 | 0.5002 | 0.3998 | |
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| 0.4965 | 1.7422 | 9000 | 0.5075 | 0.3890 | |
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| 0.4965 | 1.7615 | 9100 | 0.4929 | 0.3865 | |
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| 0.4965 | 1.7809 | 9200 | 0.4962 | 0.3856 | |
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| 0.4965 | 1.8002 | 9300 | 0.4904 | 0.3760 | |
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| 0.4965 | 1.8196 | 9400 | 0.4996 | 0.3901 | |
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| 0.4776 | 1.8389 | 9500 | 0.4899 | 0.3762 | |
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| 0.4776 | 1.8583 | 9600 | 0.4918 | 0.3795 | |
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| 0.4776 | 1.8777 | 9700 | 0.4915 | 0.3798 | |
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| 0.4776 | 1.8970 | 9800 | 0.4841 | 0.3706 | |
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| 0.4776 | 1.9164 | 9900 | 0.4834 | 0.3773 | |
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| 0.4752 | 1.9357 | 10000 | 0.4832 | 0.3712 | |
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| 0.4752 | 1.9551 | 10100 | 0.4891 | 0.3783 | |
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| 0.4752 | 1.9744 | 10200 | 0.4787 | 0.3783 | |
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| 0.4752 | 1.9938 | 10300 | 0.4726 | 0.3714 | |
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| 0.4752 | 2.0132 | 10400 | 0.4917 | 0.3732 | |
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| 0.4587 | 2.0325 | 10500 | 0.4802 | 0.3726 | |
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| 0.4587 | 2.0519 | 10600 | 0.4884 | 0.3825 | |
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| 0.4587 | 2.0712 | 10700 | 0.4841 | 0.3785 | |
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| 0.4587 | 2.0906 | 10800 | 0.4809 | 0.3738 | |
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| 0.4587 | 2.1099 | 10900 | 0.4797 | 0.3713 | |
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| 0.3967 | 2.1293 | 11000 | 0.4866 | 0.3750 | |
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| 0.3967 | 2.1487 | 11100 | 0.4938 | 0.3749 | |
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| 0.3967 | 2.1680 | 11200 | 0.4860 | 0.3680 | |
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| 0.3967 | 2.1874 | 11300 | 0.4849 | 0.3700 | |
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| 0.3967 | 2.2067 | 11400 | 0.4908 | 0.3638 | |
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| 0.406 | 2.2261 | 11500 | 0.4797 | 0.3679 | |
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| 0.406 | 2.2455 | 11600 | 0.4812 | 0.3759 | |
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| 0.406 | 2.2648 | 11700 | 0.4704 | 0.3613 | |
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| 0.406 | 2.2842 | 11800 | 0.4716 | 0.3635 | |
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| 0.406 | 2.3035 | 11900 | 0.4677 | 0.3635 | |
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| 0.4088 | 2.3229 | 12000 | 0.4705 | 0.3640 | |
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| 0.4088 | 2.3422 | 12100 | 0.4782 | 0.3591 | |
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| 0.4088 | 2.3616 | 12200 | 0.4796 | 0.3613 | |
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| 0.4088 | 2.3810 | 12300 | 0.4713 | 0.3558 | |
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| 0.4088 | 2.4003 | 12400 | 0.4763 | 0.3589 | |
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| 0.407 | 2.4197 | 12500 | 0.4690 | 0.3565 | |
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| 0.407 | 2.4390 | 12600 | 0.4686 | 0.3577 | |
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| 0.407 | 2.4584 | 12700 | 0.4677 | 0.3584 | |
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| 0.407 | 2.4777 | 12800 | 0.4614 | 0.3577 | |
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| 0.407 | 2.4971 | 12900 | 0.4558 | 0.3599 | |
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| 0.3855 | 2.5165 | 13000 | 0.4556 | 0.3565 | |
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| 0.3855 | 2.5358 | 13100 | 0.4601 | 0.3558 | |
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| 0.3855 | 2.5552 | 13200 | 0.4650 | 0.3543 | |
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| 0.3855 | 2.5745 | 13300 | 0.4737 | 0.3548 | |
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| 0.3855 | 2.5939 | 13400 | 0.4506 | 0.3534 | |
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| 0.3748 | 2.6132 | 13500 | 0.4607 | 0.3589 | |
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| 0.3748 | 2.6326 | 13600 | 0.4549 | 0.3537 | |
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| 0.3748 | 2.6520 | 13700 | 0.4563 | 0.3641 | |
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| 0.3748 | 2.6713 | 13800 | 0.4467 | 0.3437 | |
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| 0.3748 | 2.6907 | 13900 | 0.4536 | 0.3545 | |
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| 0.3888 | 2.7100 | 14000 | 0.4504 | 0.3510 | |
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| 0.3888 | 2.7294 | 14100 | 0.4470 | 0.3602 | |
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| 0.3888 | 2.7487 | 14200 | 0.4564 | 0.3539 | |
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| 0.3888 | 2.7681 | 14300 | 0.4521 | 0.3562 | |
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| 0.3888 | 2.7875 | 14400 | 0.4453 | 0.3522 | |
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| 0.376 | 2.8068 | 14500 | 0.4552 | 0.3517 | |
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| 0.376 | 2.8262 | 14600 | 0.4534 | 0.3550 | |
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| 0.376 | 2.8455 | 14700 | 0.4552 | 0.3405 | |
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| 0.376 | 2.8649 | 14800 | 0.4556 | 0.3514 | |
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| 0.376 | 2.8842 | 14900 | 0.4423 | 0.3468 | |
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| 0.379 | 2.9036 | 15000 | 0.4387 | 0.3427 | |
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| 0.379 | 2.9230 | 15100 | 0.4373 | 0.3436 | |
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| 0.379 | 2.9423 | 15200 | 0.4399 | 0.3387 | |
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| 0.379 | 2.9617 | 15300 | 0.4438 | 0.3380 | |
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| 0.379 | 2.9810 | 15400 | 0.4370 | 0.3431 | |
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| 0.3731 | 3.0004 | 15500 | 0.4381 | 0.3341 | |
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| 0.3731 | 3.0197 | 15600 | 0.4514 | 0.3286 | |
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| 0.3731 | 3.0391 | 15700 | 0.4378 | 0.3340 | |
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| 0.3731 | 3.0585 | 15800 | 0.4434 | 0.3441 | |
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| 0.3731 | 3.0778 | 15900 | 0.4419 | 0.3399 | |
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| 0.3176 | 3.0972 | 16000 | 0.4408 | 0.3335 | |
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| 0.3176 | 3.1165 | 16100 | 0.4368 | 0.3358 | |
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| 0.3176 | 3.1359 | 16200 | 0.4478 | 0.3401 | |
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| 0.3176 | 3.1552 | 16300 | 0.4414 | 0.3374 | |
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| 0.3176 | 3.1746 | 16400 | 0.4477 | 0.3350 | |
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| 0.3201 | 3.1940 | 16500 | 0.4306 | 0.3292 | |
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| 0.3201 | 3.2133 | 16600 | 0.4535 | 0.3294 | |
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| 0.3201 | 3.2327 | 16700 | 0.4380 | 0.3341 | |
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| 0.3201 | 3.2520 | 16800 | 0.4368 | 0.3325 | |
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| 0.3201 | 3.2714 | 16900 | 0.4360 | 0.3304 | |
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| 0.3101 | 3.2907 | 17000 | 0.4347 | 0.3281 | |
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| 0.3101 | 3.3101 | 17100 | 0.4375 | 0.3285 | |
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| 0.3101 | 3.3295 | 17200 | 0.4492 | 0.3303 | |
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| 0.3101 | 3.3488 | 17300 | 0.4268 | 0.3285 | |
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| 0.3101 | 3.3682 | 17400 | 0.4377 | 0.3270 | |
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| 0.2963 | 3.3875 | 17500 | 0.4249 | 0.3323 | |
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| 0.2963 | 3.4069 | 17600 | 0.4405 | 0.3339 | |
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| 0.2963 | 3.4262 | 17700 | 0.4364 | 0.3286 | |
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| 0.2963 | 3.4456 | 17800 | 0.4351 | 0.3309 | |
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| 0.2963 | 3.4650 | 17900 | 0.4300 | 0.3229 | |
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| 0.3062 | 3.4843 | 18000 | 0.4231 | 0.3252 | |
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| 0.3062 | 3.5037 | 18100 | 0.4326 | 0.3233 | |
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| 0.3062 | 3.5230 | 18200 | 0.4314 | 0.3282 | |
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| 0.3062 | 3.5424 | 18300 | 0.4344 | 0.3289 | |
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| 0.3062 | 3.5617 | 18400 | 0.4266 | 0.3221 | |
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| 0.2968 | 3.5811 | 18500 | 0.4306 | 0.3216 | |
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| 0.2968 | 3.6005 | 18600 | 0.4319 | 0.3239 | |
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| 0.2968 | 3.6198 | 18700 | 0.4271 | 0.3232 | |
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| 0.2968 | 3.6392 | 18800 | 0.4184 | 0.3264 | |
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| 0.2968 | 3.6585 | 18900 | 0.4238 | 0.3200 | |
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| 0.3191 | 3.6779 | 19000 | 0.4139 | 0.3226 | |
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| 0.3191 | 3.6973 | 19100 | 0.4238 | 0.3160 | |
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| 0.3191 | 3.7166 | 19200 | 0.4176 | 0.3193 | |
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| 0.3191 | 3.7360 | 19300 | 0.4196 | 0.3203 | |
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| 0.3191 | 3.7553 | 19400 | 0.4095 | 0.3182 | |
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| 0.2921 | 3.7747 | 19500 | 0.4121 | 0.3167 | |
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| 0.2921 | 3.7940 | 19600 | 0.4113 | 0.3146 | |
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| 0.2921 | 3.8134 | 19700 | 0.4094 | 0.3161 | |
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| 0.2921 | 3.8328 | 19800 | 0.4093 | 0.3139 | |
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| 0.2921 | 3.8521 | 19900 | 0.4112 | 0.3173 | |
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| 0.3007 | 3.8715 | 20000 | 0.4093 | 0.3159 | |
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| 0.3007 | 3.8908 | 20100 | 0.4148 | 0.3157 | |
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| 0.3007 | 3.9102 | 20200 | 0.4114 | 0.3150 | |
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| 0.3007 | 3.9295 | 20300 | 0.4155 | 0.3146 | |
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| 0.3007 | 3.9489 | 20400 | 0.4076 | 0.3136 | |
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| 0.296 | 3.9683 | 20500 | 0.4067 | 0.3126 | |
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| 0.296 | 3.9876 | 20600 | 0.4084 | 0.3150 | |
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| 0.296 | 4.0070 | 20700 | 0.4150 | 0.3124 | |
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| 0.296 | 4.0263 | 20800 | 0.4132 | 0.3133 | |
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| 0.296 | 4.0457 | 20900 | 0.4183 | 0.3146 | |
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| 0.2611 | 4.0650 | 21000 | 0.4184 | 0.3095 | |
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| 0.2611 | 4.0844 | 21100 | 0.4168 | 0.3085 | |
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| 0.2611 | 4.1038 | 21200 | 0.4224 | 0.3102 | |
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| 0.2611 | 4.1231 | 21300 | 0.4187 | 0.3046 | |
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| 0.2611 | 4.1425 | 21400 | 0.4145 | 0.3110 | |
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| 0.2431 | 4.1618 | 21500 | 0.4272 | 0.3107 | |
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| 0.2431 | 4.1812 | 21600 | 0.4174 | 0.3070 | |
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| 0.2431 | 4.2005 | 21700 | 0.4190 | 0.3086 | |
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| 0.2431 | 4.2199 | 21800 | 0.4164 | 0.3051 | |
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| 0.2431 | 4.2393 | 21900 | 0.4196 | 0.3078 | |
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| 0.2453 | 4.2586 | 22000 | 0.4249 | 0.3092 | |
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| 0.2453 | 4.2780 | 22100 | 0.4246 | 0.3074 | |
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| 0.2453 | 4.2973 | 22200 | 0.4166 | 0.3074 | |
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| 0.2453 | 4.3167 | 22300 | 0.4192 | 0.3028 | |
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| 0.2453 | 4.3360 | 22400 | 0.4186 | 0.3021 | |
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| 0.2336 | 4.3554 | 22500 | 0.4268 | 0.3084 | |
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| 0.2336 | 4.3748 | 22600 | 0.4347 | 0.3071 | |
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| 0.2336 | 4.3941 | 22700 | 0.4753 | 0.3209 | |
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| 0.2336 | 4.4135 | 22800 | 0.5824 | 0.4154 | |
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| 0.2336 | 4.4328 | 22900 | 0.5074 | 0.3415 | |
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| 0.3426 | 4.4522 | 23000 | 0.6242 | 0.4198 | |
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| 0.3426 | 4.4715 | 23100 | 0.5862 | 0.4201 | |
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| 0.3426 | 4.4909 | 23200 | 0.6151 | 0.3964 | |
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| 0.3426 | 4.5103 | 23300 | 0.5640 | 0.3686 | |
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| 0.3426 | 4.5296 | 23400 | 0.6590 | 0.4647 | |
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| 0.4541 | 4.5490 | 23500 | 0.6011 | 0.3960 | |
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| 0.4541 | 4.5683 | 23600 | 0.5803 | 0.3951 | |
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| 0.4541 | 4.5877 | 23700 | 0.5763 | 0.3911 | |
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| 0.4541 | 4.6070 | 23800 | 0.5418 | 0.3655 | |
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| 0.4541 | 4.6264 | 23900 | 0.5547 | 0.3888 | |
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| 0.4145 | 4.6458 | 24000 | 0.5301 | 0.3608 | |
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| 0.4145 | 4.6651 | 24100 | 0.5739 | 0.3993 | |
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| 0.4145 | 4.6845 | 24200 | 0.5776 | 0.3982 | |
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| 0.4145 | 4.7038 | 24300 | 0.5412 | 0.3708 | |
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| 0.4145 | 4.7232 | 24400 | 0.5329 | 0.3704 | |
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| 0.3834 | 4.7425 | 24500 | 0.5299 | 0.3732 | |
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| 0.3834 | 4.7619 | 24600 | 0.5425 | 0.3929 | |
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| 0.3834 | 4.7813 | 24700 | 0.5111 | 0.3585 | |
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| 0.3834 | 4.8006 | 24800 | 0.5076 | 0.3503 | |
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| 0.3834 | 4.8200 | 24900 | 0.5262 | 0.3681 | |
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| 0.3719 | 4.8393 | 25000 | 0.5474 | 0.3833 | |
|
| 0.3719 | 4.8587 | 25100 | 0.5747 | 0.4039 | |
|
| 0.3719 | 4.8780 | 25200 | 0.5188 | 0.3503 | |
|
| 0.3719 | 4.8974 | 25300 | 0.5523 | 0.3866 | |
|
| 0.3719 | 4.9168 | 25400 | 0.5302 | 0.3645 | |
|
| 0.3798 | 4.9361 | 25500 | 0.5099 | 0.3500 | |
|
| 0.3798 | 4.9555 | 25600 | 0.4823 | 0.3376 | |
|
| 0.3798 | 4.9748 | 25700 | 0.4806 | 0.3357 | |
|
| 0.3798 | 4.9942 | 25800 | 0.4943 | 0.3509 | |
|
| 0.3798 | 5.0136 | 25900 | 0.4953 | 0.3525 | |
|
| 0.3158 | 5.0329 | 26000 | 0.4853 | 0.3470 | |
|
| 0.3158 | 5.0523 | 26100 | 0.5205 | 0.3618 | |
|
| 0.3158 | 5.0716 | 26200 | 0.5013 | 0.3510 | |
|
| 0.3158 | 5.0910 | 26300 | 0.4863 | 0.3397 | |
|
| 0.3158 | 5.1103 | 26400 | 0.4715 | 0.3285 | |
|
| 0.2993 | 5.1297 | 26500 | 0.4816 | 0.3327 | |
|
| 0.2993 | 5.1491 | 26600 | 0.4806 | 0.3381 | |
|
| 0.2993 | 5.1684 | 26700 | 0.4854 | 0.3342 | |
|
| 0.2993 | 5.1878 | 26800 | 0.4955 | 0.3433 | |
|
| 0.2993 | 5.2071 | 26900 | 0.4863 | 0.3434 | |
|
| 0.2902 | 5.2265 | 27000 | 0.4867 | 0.3449 | |
|
| 0.2902 | 5.2458 | 27100 | 0.4787 | 0.3378 | |
|
| 0.2902 | 5.2652 | 27200 | 0.4862 | 0.3379 | |
|
| 0.2902 | 5.2846 | 27300 | 0.4954 | 0.3468 | |
|
| 0.2902 | 5.3039 | 27400 | 0.5726 | 0.4142 | |
|
| 0.305 | 5.3233 | 27500 | 0.5180 | 0.3574 | |
|
| 0.305 | 5.3426 | 27600 | 0.4997 | 0.3452 | |
|
| 0.305 | 5.3620 | 27700 | 0.4950 | 0.3413 | |
|
| 0.305 | 5.3813 | 27800 | 0.5071 | 0.3492 | |
|
| 0.305 | 5.4007 | 27900 | 0.5096 | 0.3545 | |
|
| 0.3163 | 5.4201 | 28000 | 0.5129 | 0.3566 | |
|
| 0.3163 | 5.4394 | 28100 | 0.5067 | 0.3506 | |
|
| 0.3163 | 5.4588 | 28200 | 0.5053 | 0.3500 | |
|
| 0.3163 | 5.4781 | 28300 | 0.5078 | 0.3519 | |
|
| 0.3163 | 5.4975 | 28400 | 0.4845 | 0.3375 | |
|
| 0.3136 | 5.5168 | 28500 | 0.4930 | 0.3440 | |
|
| 0.3136 | 5.5362 | 28600 | 0.5026 | 0.3512 | |
|
| 0.3136 | 5.5556 | 28700 | 0.5056 | 0.3519 | |
|
| 0.3136 | 5.5749 | 28800 | 0.5091 | 0.3546 | |
|
| 0.3136 | 5.5943 | 28900 | 0.5028 | 0.3495 | |
|
| 0.3092 | 5.6136 | 29000 | 0.5057 | 0.3510 | |
|
| 0.3092 | 5.6330 | 29100 | 0.5086 | 0.3533 | |
|
| 0.3092 | 5.6523 | 29200 | 0.5055 | 0.3514 | |
|
| 0.3092 | 5.6717 | 29300 | 0.5133 | 0.3577 | |
|
| 0.3092 | 5.6911 | 29400 | 0.5130 | 0.3570 | |
|
| 0.3152 | 5.7104 | 29500 | 0.5148 | 0.3581 | |
|
| 0.3152 | 5.7298 | 29600 | 0.5115 | 0.3555 | |
|
| 0.3152 | 5.7491 | 29700 | 0.5054 | 0.3526 | |
|
| 0.3152 | 5.7685 | 29800 | 0.5081 | 0.3536 | |
|
| 0.3152 | 5.7878 | 29900 | 0.5077 | 0.3535 | |
|
| 0.3085 | 5.8072 | 30000 | 0.5067 | 0.3522 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.40.2 |
|
- Pytorch 2.3.0+cu121 |
|
- Datasets 2.19.1 |
|
- Tokenizers 0.19.1 |
|
|
