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--- |
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library_name: transformers |
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license: apache-2.0 |
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base_model: facebook/detr-resnet-50 |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: chickens-repro-fixed-width-height |
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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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# chickens-repro-fixed-width-height |
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This model is a fine-tuned version of [facebook/detr-resnet-50](https://huggingface.co/facebook/detr-resnet-50) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.1431 |
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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: 2 |
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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: cosine |
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- num_epochs: 300 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:-----:|:---------------:| |
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| 1.193 | 1.0 | 227 | 1.0617 | |
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| 0.8798 | 2.0 | 454 | 0.8939 | |
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| 0.8247 | 3.0 | 681 | 0.7412 | |
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| 0.8244 | 4.0 | 908 | 0.6428 | |
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| 0.6844 | 5.0 | 1135 | 0.5874 | |
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| 0.665 | 6.0 | 1362 | 0.4932 | |
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| 0.6259 | 7.0 | 1589 | 0.7207 | |
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| 0.7219 | 8.0 | 1816 | 0.5707 | |
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| 0.6216 | 9.0 | 2043 | 0.5050 | |
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| 0.5663 | 10.0 | 2270 | 0.4456 | |
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| 0.6155 | 11.0 | 2497 | 0.4638 | |
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| 0.5602 | 12.0 | 2724 | 0.4785 | |
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| 0.5236 | 13.0 | 2951 | 0.4899 | |
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| 0.5997 | 14.0 | 3178 | 0.4580 | |
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| 0.5667 | 15.0 | 3405 | 0.5423 | |
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| 0.5248 | 16.0 | 3632 | 0.5594 | |
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| 0.4935 | 17.0 | 3859 | 0.4853 | |
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| 0.5135 | 18.0 | 4086 | 0.4616 | |
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| 0.5115 | 19.0 | 4313 | 0.5307 | |
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| 0.5216 | 20.0 | 4540 | 0.4372 | |
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| 0.4582 | 21.0 | 4767 | 0.4124 | |
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| 0.4827 | 22.0 | 4994 | 0.4810 | |
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| 0.4737 | 23.0 | 5221 | 0.3864 | |
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| 0.5061 | 24.0 | 5448 | 0.4013 | |
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| 0.4954 | 25.0 | 5675 | 0.4657 | |
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| 0.4858 | 26.0 | 5902 | 0.3667 | |
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| 0.7041 | 27.0 | 6129 | 0.4257 | |
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| 0.4592 | 28.0 | 6356 | 0.3737 | |
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| 0.4504 | 29.0 | 6583 | 0.4293 | |
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| 0.5016 | 30.0 | 6810 | 0.4525 | |
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| 0.4533 | 31.0 | 7037 | 0.4126 | |
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| 0.4947 | 32.0 | 7264 | 0.4203 | |
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| 0.5647 | 33.0 | 7491 | 0.3884 | |
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| 0.5235 | 34.0 | 7718 | 0.4478 | |
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| 0.5368 | 35.0 | 7945 | 0.5169 | |
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| 0.5709 | 36.0 | 8172 | 0.4834 | |
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| 0.6054 | 37.0 | 8399 | 0.5258 | |
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| 0.589 | 38.0 | 8626 | 0.4570 | |
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| 0.6134 | 39.0 | 8853 | 0.4854 | |
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| 0.5028 | 40.0 | 9080 | 0.4299 | |
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| 0.532 | 41.0 | 9307 | 0.4615 | |
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| 0.5078 | 42.0 | 9534 | 0.3819 | |
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| 0.4925 | 43.0 | 9761 | 0.4125 | |
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| 0.5534 | 44.0 | 9988 | 0.3671 | |
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| 0.4713 | 45.0 | 10215 | 0.4092 | |
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| 0.4545 | 46.0 | 10442 | 0.3902 | |
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| 0.4698 | 47.0 | 10669 | 0.4401 | |
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| 0.4704 | 48.0 | 10896 | 0.4350 | |
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| 0.5163 | 49.0 | 11123 | 0.4403 | |
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| 0.4218 | 50.0 | 11350 | 0.3813 | |
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| 0.4748 | 51.0 | 11577 | 0.4023 | |
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| 0.4596 | 52.0 | 11804 | 0.4806 | |
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| 0.4481 | 53.0 | 12031 | 0.3865 | |
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| 0.4375 | 54.0 | 12258 | 0.4089 | |
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| 0.4349 | 55.0 | 12485 | 0.3971 | |
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| 0.4485 | 56.0 | 12712 | 0.3876 | |
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| 0.4465 | 57.0 | 12939 | 0.4128 | |
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| 0.4415 | 58.0 | 13166 | 0.3978 | |
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| 0.429 | 59.0 | 13393 | 0.4067 | |
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| 0.4481 | 60.0 | 13620 | 0.3908 | |
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| 0.4354 | 61.0 | 13847 | 0.3826 | |
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| 0.4784 | 62.0 | 14074 | 0.3713 | |
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| 0.5009 | 63.0 | 14301 | 0.5259 | |
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| 0.452 | 64.0 | 14528 | 0.3822 | |
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| 0.5041 | 65.0 | 14755 | 0.3504 | |
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| 0.4689 | 66.0 | 14982 | 0.4192 | |
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| 0.4493 | 67.0 | 15209 | 0.4303 | |
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| 0.4275 | 68.0 | 15436 | 0.4492 | |
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| 0.4221 | 69.0 | 15663 | 0.3754 | |
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| 0.4527 | 70.0 | 15890 | 0.4307 | |
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| 0.42 | 71.0 | 16117 | 0.3804 | |
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| 0.4278 | 72.0 | 16344 | 0.4012 | |
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| 0.4052 | 73.0 | 16571 | 0.3602 | |
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| 0.3848 | 74.0 | 16798 | 0.3234 | |
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| 0.3991 | 75.0 | 17025 | 0.3507 | |
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| 0.4159 | 76.0 | 17252 | 0.3879 | |
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| 0.4137 | 77.0 | 17479 | 0.3270 | |
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| 0.3947 | 78.0 | 17706 | 0.3435 | |
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| 0.3988 | 79.0 | 17933 | 0.3422 | |
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| 0.4099 | 80.0 | 18160 | 0.3981 | |
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| 0.4032 | 81.0 | 18387 | 0.3655 | |
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| 0.4673 | 82.0 | 18614 | 0.3388 | |
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| 0.4022 | 83.0 | 18841 | 0.3469 | |
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| 0.4083 | 84.0 | 19068 | 0.3364 | |
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| 0.396 | 85.0 | 19295 | 0.3861 | |
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| 0.4473 | 86.0 | 19522 | 0.4011 | |
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| 0.414 | 87.0 | 19749 | 0.3693 | |
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| 0.3862 | 88.0 | 19976 | 0.3205 | |
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| 0.3687 | 89.0 | 20203 | 0.3722 | |
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| 0.3992 | 90.0 | 20430 | 0.3564 | |
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| 0.3818 | 91.0 | 20657 | 0.3528 | |
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| 0.3749 | 92.0 | 20884 | 0.3331 | |
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| 0.4011 | 93.0 | 21111 | 0.4004 | |
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| 0.3934 | 94.0 | 21338 | 0.3044 | |
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| 0.3732 | 95.0 | 21565 | 0.3500 | |
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| 0.3492 | 96.0 | 21792 | 0.3433 | |
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| 0.3617 | 97.0 | 22019 | 0.3327 | |
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| 0.3634 | 98.0 | 22246 | 0.3333 | |
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| 0.3847 | 99.0 | 22473 | 0.3575 | |
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| 0.4043 | 100.0 | 22700 | 0.3728 | |
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| 0.3558 | 101.0 | 22927 | 0.3533 | |
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| 0.3883 | 102.0 | 23154 | 0.3247 | |
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| 0.3706 | 103.0 | 23381 | 0.2962 | |
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| 0.3729 | 104.0 | 23608 | 0.3108 | |
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| 0.3441 | 105.0 | 23835 | 0.3233 | |
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| 0.3603 | 106.0 | 24062 | 0.3462 | |
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| 0.3623 | 107.0 | 24289 | 0.2997 | |
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| 0.3421 | 108.0 | 24516 | 0.3299 | |
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| 0.3637 | 109.0 | 24743 | 0.3484 | |
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| 0.3665 | 110.0 | 24970 | 0.3698 | |
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| 0.3595 | 111.0 | 25197 | 0.3441 | |
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| 0.3417 | 112.0 | 25424 | 0.2829 | |
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| 0.3748 | 113.0 | 25651 | 0.3461 | |
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| 0.4033 | 114.0 | 25878 | 0.3252 | |
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| 0.5025 | 115.0 | 26105 | 0.5051 | |
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| 0.3699 | 116.0 | 26332 | 0.3165 | |
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| 0.3479 | 117.0 | 26559 | 0.3190 | |
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| 0.3518 | 118.0 | 26786 | 0.3047 | |
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| 0.3717 | 119.0 | 27013 | 0.2975 | |
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| 0.35 | 120.0 | 27240 | 0.3046 | |
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| 0.358 | 121.0 | 27467 | 0.2951 | |
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| 0.3441 | 122.0 | 27694 | 0.2870 | |
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| 0.3173 | 123.0 | 27921 | 0.2996 | |
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| 0.3482 | 124.0 | 28148 | 0.2838 | |
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| 0.3037 | 125.0 | 28375 | 0.3163 | |
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| 0.3489 | 126.0 | 28602 | 0.2669 | |
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| 0.3433 | 127.0 | 28829 | 0.2891 | |
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| 0.3372 | 128.0 | 29056 | 0.2884 | |
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| 0.3548 | 129.0 | 29283 | 0.2963 | |
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| 0.338 | 130.0 | 29510 | 0.3278 | |
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| 0.3153 | 131.0 | 29737 | 0.2764 | |
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| 0.3036 | 132.0 | 29964 | 0.2525 | |
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| 0.3294 | 133.0 | 30191 | 0.2831 | |
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| 0.3167 | 134.0 | 30418 | 0.2510 | |
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| 0.3303 | 135.0 | 30645 | 0.2840 | |
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| 0.359 | 136.0 | 30872 | 0.2621 | |
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| 0.3624 | 137.0 | 31099 | 0.2727 | |
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| 0.3107 | 138.0 | 31326 | 0.2560 | |
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| 0.3305 | 139.0 | 31553 | 0.2476 | |
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| 0.3135 | 140.0 | 31780 | 0.3402 | |
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| 0.3068 | 141.0 | 32007 | 0.2872 | |
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| 0.3238 | 142.0 | 32234 | 0.2983 | |
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| 0.317 | 143.0 | 32461 | 0.3080 | |
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| 0.322 | 144.0 | 32688 | 0.2679 | |
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| 0.3066 | 145.0 | 32915 | 0.2643 | |
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| 0.3169 | 146.0 | 33142 | 0.2449 | |
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| 0.2921 | 147.0 | 33369 | 0.2401 | |
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| 0.2836 | 148.0 | 33596 | 0.2810 | |
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| 0.3149 | 149.0 | 33823 | 0.2295 | |
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| 0.2954 | 150.0 | 34050 | 0.2378 | |
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| 0.299 | 151.0 | 34277 | 0.2547 | |
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| 0.3022 | 152.0 | 34504 | 0.2776 | |
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| 0.2851 | 153.0 | 34731 | 0.2969 | |
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| 0.3133 | 154.0 | 34958 | 0.2623 | |
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| 0.2726 | 155.0 | 35185 | 0.2551 | |
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| 0.2812 | 156.0 | 35412 | 0.2454 | |
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| 0.3117 | 157.0 | 35639 | 0.2448 | |
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| 0.279 | 158.0 | 35866 | 0.2197 | |
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| 0.3098 | 159.0 | 36093 | 0.2638 | |
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| 0.2917 | 160.0 | 36320 | 0.2343 | |
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| 0.2799 | 161.0 | 36547 | 0.2151 | |
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| 0.314 | 162.0 | 36774 | 0.2708 | |
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| 0.2561 | 163.0 | 37001 | 0.2209 | |
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| 0.2668 | 164.0 | 37228 | 0.2261 | |
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| 0.2785 | 165.0 | 37455 | 0.2457 | |
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| 0.2601 | 166.0 | 37682 | 0.2084 | |
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| 0.2577 | 167.0 | 37909 | 0.2282 | |
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| 0.274 | 168.0 | 38136 | 0.2628 | |
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| 0.275 | 169.0 | 38363 | 0.2333 | |
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| 0.2626 | 170.0 | 38590 | 0.2373 | |
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| 0.2494 | 171.0 | 38817 | 0.2240 | |
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| 0.2578 | 172.0 | 39044 | 0.2170 | |
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| 0.2431 | 173.0 | 39271 | 0.1988 | |
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| 0.2538 | 174.0 | 39498 | 0.2263 | |
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| 0.2495 | 175.0 | 39725 | 0.2004 | |
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| 0.2412 | 176.0 | 39952 | 0.2224 | |
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| 0.2512 | 177.0 | 40179 | 0.2080 | |
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| 0.2328 | 178.0 | 40406 | 0.2080 | |
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| 0.2351 | 179.0 | 40633 | 0.2310 | |
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| 0.2374 | 180.0 | 40860 | 0.1902 | |
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| 0.2402 | 181.0 | 41087 | 0.2019 | |
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| 0.2454 | 182.0 | 41314 | 0.2188 | |
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| 0.2333 | 183.0 | 41541 | 0.2099 | |
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| 0.2357 | 184.0 | 41768 | 0.2275 | |
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| 0.2392 | 185.0 | 41995 | 0.1843 | |
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| 0.2402 | 186.0 | 42222 | 0.1920 | |
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| 0.2405 | 187.0 | 42449 | 0.1825 | |
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| 0.2326 | 188.0 | 42676 | 0.2053 | |
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| 0.2511 | 189.0 | 42903 | 0.2389 | |
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| 0.2446 | 190.0 | 43130 | 0.1978 | |
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| 0.2258 | 191.0 | 43357 | 0.1838 | |
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| 0.2175 | 192.0 | 43584 | 0.2079 | |
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| 0.2306 | 193.0 | 43811 | 0.1968 | |
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| 0.2201 | 194.0 | 44038 | 0.2071 | |
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| 0.2238 | 195.0 | 44265 | 0.1976 | |
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| 0.2244 | 196.0 | 44492 | 0.2015 | |
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| 0.2191 | 197.0 | 44719 | 0.1924 | |
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| 0.2187 | 198.0 | 44946 | 0.2184 | |
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| 0.2176 | 199.0 | 45173 | 0.2039 | |
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| 0.2078 | 200.0 | 45400 | 0.1831 | |
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| 0.2025 | 201.0 | 45627 | 0.1873 | |
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| 0.2312 | 202.0 | 45854 | 0.2161 | |
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| 0.2195 | 203.0 | 46081 | 0.1859 | |
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| 0.2162 | 204.0 | 46308 | 0.2106 | |
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| 0.2154 | 205.0 | 46535 | 0.1864 | |
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| 0.2042 | 206.0 | 46762 | 0.2006 | |
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| 0.2224 | 207.0 | 46989 | 0.2014 | |
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| 0.2106 | 208.0 | 47216 | 0.2098 | |
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| 0.2021 | 209.0 | 47443 | 0.1884 | |
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| 0.2059 | 210.0 | 47670 | 0.1760 | |
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| 0.209 | 211.0 | 47897 | 0.1585 | |
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| 0.1958 | 212.0 | 48124 | 0.1593 | |
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| 0.2223 | 213.0 | 48351 | 0.1643 | |
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| 0.2103 | 214.0 | 48578 | 0.1682 | |
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| 0.2008 | 215.0 | 48805 | 0.1889 | |
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| 0.2 | 216.0 | 49032 | 0.1834 | |
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| 0.1899 | 217.0 | 49259 | 0.1810 | |
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| 0.2002 | 218.0 | 49486 | 0.1748 | |
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| 0.2013 | 219.0 | 49713 | 0.1842 | |
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| 0.1918 | 220.0 | 49940 | 0.1690 | |
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| 0.2005 | 221.0 | 50167 | 0.1858 | |
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| 0.199 | 222.0 | 50394 | 0.1771 | |
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| 0.1952 | 223.0 | 50621 | 0.1976 | |
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| 0.1997 | 224.0 | 50848 | 0.1886 | |
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| 0.203 | 225.0 | 51075 | 0.1662 | |
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| 0.1943 | 226.0 | 51302 | 0.1867 | |
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| 0.1921 | 227.0 | 51529 | 0.1713 | |
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| 0.1938 | 228.0 | 51756 | 0.1592 | |
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| 0.1977 | 229.0 | 51983 | 0.1518 | |
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| 0.1878 | 230.0 | 52210 | 0.1675 | |
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| 0.2012 | 231.0 | 52437 | 0.1728 | |
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| 0.1934 | 232.0 | 52664 | 0.1668 | |
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| 0.1801 | 233.0 | 52891 | 0.1866 | |
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| 0.1843 | 234.0 | 53118 | 0.1673 | |
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| 0.1936 | 235.0 | 53345 | 0.1735 | |
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| 0.1908 | 236.0 | 53572 | 0.1600 | |
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| 0.1963 | 237.0 | 53799 | 0.1577 | |
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| 0.1944 | 238.0 | 54026 | 0.1709 | |
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| 0.1915 | 239.0 | 54253 | 0.1847 | |
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| 0.1828 | 240.0 | 54480 | 0.1572 | |
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| 0.1847 | 241.0 | 54707 | 0.1561 | |
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| 0.1885 | 242.0 | 54934 | 0.1832 | |
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| 0.1823 | 243.0 | 55161 | 0.1654 | |
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| 0.1768 | 244.0 | 55388 | 0.1863 | |
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| 0.1815 | 245.0 | 55615 | 0.1635 | |
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| 0.1786 | 246.0 | 55842 | 0.1591 | |
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| 0.1875 | 247.0 | 56069 | 0.1576 | |
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| 0.1828 | 248.0 | 56296 | 0.1566 | |
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| 0.1894 | 249.0 | 56523 | 0.1620 | |
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| 0.1766 | 250.0 | 56750 | 0.1594 | |
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| 0.187 | 251.0 | 56977 | 0.1529 | |
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| 0.172 | 252.0 | 57204 | 0.1732 | |
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| 0.178 | 253.0 | 57431 | 0.1538 | |
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| 0.1836 | 254.0 | 57658 | 0.1622 | |
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| 0.1779 | 255.0 | 57885 | 0.1607 | |
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| 0.1703 | 256.0 | 58112 | 0.1602 | |
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| 0.1729 | 257.0 | 58339 | 0.1687 | |
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| 0.1879 | 258.0 | 58566 | 0.1549 | |
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| 0.1697 | 259.0 | 58793 | 0.1542 | |
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| 0.1703 | 260.0 | 59020 | 0.1511 | |
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| 0.1766 | 261.0 | 59247 | 0.1507 | |
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| 0.1692 | 262.0 | 59474 | 0.1582 | |
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| 0.1623 | 263.0 | 59701 | 0.1408 | |
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| 0.1699 | 264.0 | 59928 | 0.1539 | |
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| 0.1803 | 265.0 | 60155 | 0.1528 | |
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| 0.1765 | 266.0 | 60382 | 0.1550 | |
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| 0.1657 | 267.0 | 60609 | 0.1491 | |
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| 0.1693 | 268.0 | 60836 | 0.1455 | |
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| 0.171 | 269.0 | 61063 | 0.1474 | |
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| 0.1749 | 270.0 | 61290 | 0.1515 | |
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| 0.1699 | 271.0 | 61517 | 0.1469 | |
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| 0.1639 | 272.0 | 61744 | 0.1362 | |
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| 0.1723 | 273.0 | 61971 | 0.1439 | |
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| 0.1659 | 274.0 | 62198 | 0.1504 | |
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| 0.1723 | 275.0 | 62425 | 0.1501 | |
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| 0.1762 | 276.0 | 62652 | 0.1506 | |
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| 0.1733 | 277.0 | 62879 | 0.1476 | |
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| 0.1717 | 278.0 | 63106 | 0.1417 | |
|
|
| 0.1712 | 279.0 | 63333 | 0.1380 | |
|
|
| 0.1678 | 280.0 | 63560 | 0.1545 | |
|
|
| 0.1631 | 281.0 | 63787 | 0.1464 | |
|
|
| 0.1692 | 282.0 | 64014 | 0.1437 | |
|
|
| 0.1664 | 283.0 | 64241 | 0.1445 | |
|
|
| 0.1628 | 284.0 | 64468 | 0.1392 | |
|
|
| 0.1739 | 285.0 | 64695 | 0.1399 | |
|
|
| 0.1841 | 286.0 | 64922 | 0.1438 | |
|
|
| 0.1617 | 287.0 | 65149 | 0.1433 | |
|
|
| 0.1601 | 288.0 | 65376 | 0.1437 | |
|
|
| 0.1556 | 289.0 | 65603 | 0.1470 | |
|
|
| 0.1643 | 290.0 | 65830 | 0.1433 | |
|
|
| 0.163 | 291.0 | 66057 | 0.1444 | |
|
|
| 0.162 | 292.0 | 66284 | 0.1426 | |
|
|
| 0.1698 | 293.0 | 66511 | 0.1434 | |
|
|
| 0.1649 | 294.0 | 66738 | 0.1440 | |
|
|
| 0.1662 | 295.0 | 66965 | 0.1435 | |
|
|
| 0.162 | 296.0 | 67192 | 0.1437 | |
|
|
| 0.1633 | 297.0 | 67419 | 0.1434 | |
|
|
| 0.1771 | 298.0 | 67646 | 0.1432 | |
|
|
| 0.1665 | 299.0 | 67873 | 0.1431 | |
|
|
| 0.1648 | 300.0 | 68100 | 0.1431 | |
|
|
|
|
|
|
|
|
### Framework versions |
|
|
|
|
|
- Transformers 4.45.1 |
|
|
- Pytorch 2.4.1+cu121 |
|
|
- Datasets 2.19.2 |
|
|
- Tokenizers 0.20.0 |
|
|
|
