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Yolo_temp_v2

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  1. README.md +370 -0
  2. config.json +40 -0
  3. model.safetensors +3 -0
  4. preprocessor_config.json +26 -0
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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: SmallPS/Yolo_temp
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: Yolo_temp_v2
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # Yolo_temp_v2
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+
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+ This model is a fine-tuned version of [SmallPS/Yolo_temp](https://huggingface.co/SmallPS/Yolo_temp) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.5546
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+ - Map: 0.5846
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+ - Map 50: 0.8972
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+ - Map 75: 0.6382
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+ - Map Small: -1.0
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+ - Map Medium: 0.5947
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+ - Map Large: 0.6248
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+ - Mar 1: 0.6
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+ - Mar 10: 0.702
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+ - Mar 100: 0.7102
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+ - Mar Small: -1.0
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+ - Mar Medium: 0.7085
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+ - Mar Large: 0.75
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+ - Map Score: 0.5846
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+ - Mar 100 Score: 0.7102
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 5e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 7
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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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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Map | Map 50 | Map 75 | Map Small | Map Medium | Map Large | Mar 1 | Mar 10 | Mar 100 | Mar Small | Mar Medium | Mar Large | Map Score | Mar 100 Score |
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+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:----------:|:---------:|:------:|:------:|:-------:|:---------:|:----------:|:---------:|:---------:|:-------------:|
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+ | No log | 1.0 | 16 | 1.2696 | 0.1881 | 0.4143 | 0.1494 | -1.0 | 0.1797 | 0.4208 | 0.2571 | 0.3714 | 0.4041 | -1.0 | 0.4021 | 0.45 | 0.1881 | 0.4041 |
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+ | No log | 2.0 | 32 | 1.1900 | 0.1981 | 0.4419 | 0.1517 | -1.0 | 0.1923 | 0.3282 | 0.2816 | 0.3776 | 0.4061 | -1.0 | 0.4064 | 0.4 | 0.1981 | 0.4061 |
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+ | No log | 3.0 | 48 | 1.0691 | 0.2442 | 0.4764 | 0.2372 | -1.0 | 0.2422 | 0.3282 | 0.3245 | 0.4327 | 0.4612 | -1.0 | 0.4638 | 0.4 | 0.2442 | 0.4612 |
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+ | No log | 4.0 | 64 | 1.0659 | 0.2254 | 0.4935 | 0.1714 | -1.0 | 0.2215 | 0.3282 | 0.3041 | 0.4286 | 0.4878 | -1.0 | 0.4915 | 0.4 | 0.2254 | 0.4878 |
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+ | No log | 5.0 | 80 | 0.9351 | 0.2703 | 0.5069 | 0.2185 | -1.0 | 0.2629 | 0.3535 | 0.3327 | 0.4571 | 0.5122 | -1.0 | 0.5191 | 0.35 | 0.2703 | 0.5122 |
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+ | No log | 6.0 | 96 | 1.0090 | 0.2442 | 0.5207 | 0.2164 | -1.0 | 0.2475 | 0.2272 | 0.3388 | 0.4469 | 0.4592 | -1.0 | 0.4681 | 0.25 | 0.2442 | 0.4592 |
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+ | No log | 7.0 | 112 | 0.9013 | 0.2855 | 0.5446 | 0.2492 | -1.0 | 0.2823 | 0.303 | 0.3939 | 0.5143 | 0.5347 | -1.0 | 0.5447 | 0.3 | 0.2855 | 0.5347 |
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+ | No log | 8.0 | 128 | 0.9098 | 0.3188 | 0.5858 | 0.3024 | -1.0 | 0.3173 | 0.303 | 0.3918 | 0.5265 | 0.5327 | -1.0 | 0.5426 | 0.3 | 0.3188 | 0.5327 |
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+ | No log | 9.0 | 144 | 0.9151 | 0.3111 | 0.5946 | 0.3054 | -1.0 | 0.3041 | 0.3535 | 0.3816 | 0.5184 | 0.5265 | -1.0 | 0.534 | 0.35 | 0.3111 | 0.5265 |
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+ | No log | 10.0 | 160 | 0.9227 | 0.2928 | 0.6048 | 0.1544 | -1.0 | 0.2847 | 0.404 | 0.349 | 0.5286 | 0.5735 | -1.0 | 0.5809 | 0.4 | 0.2928 | 0.5735 |
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+ | No log | 11.0 | 176 | 0.8485 | 0.3413 | 0.643 | 0.3327 | -1.0 | 0.3372 | 0.3535 | 0.3857 | 0.5531 | 0.5816 | -1.0 | 0.5915 | 0.35 | 0.3413 | 0.5816 |
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+ | No log | 12.0 | 192 | 0.8130 | 0.3743 | 0.6853 | 0.351 | -1.0 | 0.3766 | 0.3408 | 0.4327 | 0.5673 | 0.6041 | -1.0 | 0.6128 | 0.4 | 0.3743 | 0.6041 |
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+ | No log | 13.0 | 208 | 0.8337 | 0.3572 | 0.6654 | 0.279 | -1.0 | 0.3594 | 0.303 | 0.3776 | 0.549 | 0.5653 | -1.0 | 0.5766 | 0.3 | 0.3572 | 0.5653 |
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+ | No log | 14.0 | 224 | 0.8131 | 0.3727 | 0.7121 | 0.3664 | -1.0 | 0.3687 | 0.404 | 0.398 | 0.5673 | 0.5755 | -1.0 | 0.583 | 0.4 | 0.3727 | 0.5755 |
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+ | No log | 15.0 | 240 | 0.8091 | 0.3846 | 0.7159 | 0.3639 | -1.0 | 0.3821 | 0.404 | 0.4204 | 0.5367 | 0.5429 | -1.0 | 0.5489 | 0.4 | 0.3846 | 0.5429 |
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+ | No log | 16.0 | 256 | 0.8173 | 0.3607 | 0.6692 | 0.3201 | -1.0 | 0.3619 | 0.303 | 0.4286 | 0.5163 | 0.5184 | -1.0 | 0.5277 | 0.3 | 0.3607 | 0.5184 |
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+ | No log | 17.0 | 272 | 0.7498 | 0.3988 | 0.7452 | 0.39 | -1.0 | 0.399 | 0.404 | 0.4429 | 0.5633 | 0.5898 | -1.0 | 0.5979 | 0.4 | 0.3988 | 0.5898 |
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+ | No log | 18.0 | 288 | 0.7925 | 0.3469 | 0.7448 | 0.2244 | -1.0 | 0.3466 | 0.3535 | 0.3776 | 0.551 | 0.5735 | -1.0 | 0.583 | 0.35 | 0.3469 | 0.5735 |
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+ | No log | 19.0 | 304 | 0.7415 | 0.381 | 0.693 | 0.3322 | -1.0 | 0.38 | 0.404 | 0.4388 | 0.6306 | 0.6429 | -1.0 | 0.6532 | 0.4 | 0.381 | 0.6429 |
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+ | No log | 20.0 | 320 | 0.7889 | 0.3667 | 0.6554 | 0.3608 | -1.0 | 0.364 | 0.404 | 0.4143 | 0.598 | 0.6082 | -1.0 | 0.617 | 0.4 | 0.3667 | 0.6082 |
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+ | No log | 21.0 | 336 | 0.8231 | 0.3432 | 0.7116 | 0.2408 | -1.0 | 0.341 | 0.404 | 0.4061 | 0.5878 | 0.6245 | -1.0 | 0.634 | 0.4 | 0.3432 | 0.6245 |
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+ | No log | 22.0 | 352 | 0.7992 | 0.3715 | 0.7235 | 0.2741 | -1.0 | 0.3754 | 0.303 | 0.4531 | 0.5286 | 0.5449 | -1.0 | 0.5553 | 0.3 | 0.3715 | 0.5449 |
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+ | No log | 23.0 | 368 | 0.7316 | 0.4033 | 0.7347 | 0.3998 | -1.0 | 0.4065 | 0.3535 | 0.4327 | 0.5673 | 0.5837 | -1.0 | 0.5936 | 0.35 | 0.4033 | 0.5837 |
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+ | No log | 24.0 | 384 | 0.7764 | 0.3641 | 0.7593 | 0.3143 | -1.0 | 0.3648 | 0.303 | 0.3816 | 0.549 | 0.5633 | -1.0 | 0.5745 | 0.3 | 0.3641 | 0.5633 |
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+ | No log | 25.0 | 400 | 0.6661 | 0.4535 | 0.7634 | 0.5207 | -1.0 | 0.4604 | 0.303 | 0.4776 | 0.6143 | 0.6163 | -1.0 | 0.6298 | 0.3 | 0.4535 | 0.6163 |
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+ | No log | 26.0 | 416 | 0.6906 | 0.424 | 0.7476 | 0.5043 | -1.0 | 0.4256 | 0.404 | 0.4408 | 0.6184 | 0.6347 | -1.0 | 0.6447 | 0.4 | 0.424 | 0.6347 |
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+ | No log | 27.0 | 432 | 0.7428 | 0.4324 | 0.7994 | 0.3861 | -1.0 | 0.4376 | 0.3093 | 0.4388 | 0.6061 | 0.6245 | -1.0 | 0.6362 | 0.35 | 0.4324 | 0.6245 |
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+ | No log | 28.0 | 448 | 0.7269 | 0.4309 | 0.7828 | 0.43 | -1.0 | 0.4365 | 0.303 | 0.4592 | 0.5531 | 0.5592 | -1.0 | 0.5702 | 0.3 | 0.4309 | 0.5592 |
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+ | No log | 29.0 | 464 | 0.6603 | 0.4712 | 0.7707 | 0.5722 | -1.0 | 0.4758 | 0.3535 | 0.498 | 0.598 | 0.602 | -1.0 | 0.6128 | 0.35 | 0.4712 | 0.602 |
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+ | No log | 30.0 | 480 | 0.6552 | 0.4833 | 0.8068 | 0.5106 | -1.0 | 0.4887 | 0.3535 | 0.5408 | 0.6143 | 0.6306 | -1.0 | 0.6426 | 0.35 | 0.4833 | 0.6306 |
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+ | No log | 31.0 | 496 | 0.6957 | 0.457 | 0.7896 | 0.5001 | -1.0 | 0.4614 | 0.3535 | 0.5061 | 0.6122 | 0.6347 | -1.0 | 0.6468 | 0.35 | 0.457 | 0.6347 |
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+ | 0.6799 | 32.0 | 512 | 0.7050 | 0.4462 | 0.7812 | 0.4747 | -1.0 | 0.4467 | 0.404 | 0.4898 | 0.6122 | 0.6327 | -1.0 | 0.6426 | 0.4 | 0.4462 | 0.6327 |
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+ | 0.6799 | 33.0 | 528 | 0.6470 | 0.489 | 0.8033 | 0.5607 | -1.0 | 0.492 | 0.404 | 0.498 | 0.6204 | 0.6429 | -1.0 | 0.6532 | 0.4 | 0.489 | 0.6429 |
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+ | 0.6799 | 34.0 | 544 | 0.6712 | 0.4849 | 0.8225 | 0.5734 | -1.0 | 0.4899 | 0.3535 | 0.5102 | 0.6286 | 0.6449 | -1.0 | 0.6574 | 0.35 | 0.4849 | 0.6449 |
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+ | 0.6799 | 35.0 | 560 | 0.6389 | 0.4982 | 0.8138 | 0.6065 | -1.0 | 0.5071 | 0.303 | 0.5224 | 0.6367 | 0.6571 | -1.0 | 0.6723 | 0.3 | 0.4982 | 0.6571 |
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+ | 0.6799 | 36.0 | 576 | 0.6874 | 0.4411 | 0.8209 | 0.4435 | -1.0 | 0.4475 | 0.3066 | 0.4918 | 0.6102 | 0.6286 | -1.0 | 0.6404 | 0.35 | 0.4411 | 0.6286 |
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+ | 0.6799 | 37.0 | 592 | 0.6517 | 0.4841 | 0.8064 | 0.5304 | -1.0 | 0.4953 | 0.303 | 0.5367 | 0.6163 | 0.6306 | -1.0 | 0.6447 | 0.3 | 0.4841 | 0.6306 |
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+ | 0.6799 | 38.0 | 608 | 0.7613 | 0.3792 | 0.8192 | 0.2273 | -1.0 | 0.3839 | 0.2637 | 0.4265 | 0.5939 | 0.6143 | -1.0 | 0.6255 | 0.35 | 0.3792 | 0.6143 |
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+ | 0.6799 | 39.0 | 624 | 0.6265 | 0.5149 | 0.8449 | 0.4943 | -1.0 | 0.5237 | 0.3535 | 0.5429 | 0.6265 | 0.6633 | -1.0 | 0.6766 | 0.35 | 0.5149 | 0.6633 |
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+ | 0.6799 | 40.0 | 640 | 0.6189 | 0.5142 | 0.7951 | 0.6194 | -1.0 | 0.5212 | 0.3535 | 0.5143 | 0.6571 | 0.6755 | -1.0 | 0.6894 | 0.35 | 0.5142 | 0.6755 |
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+ | 0.6799 | 41.0 | 656 | 0.6452 | 0.4971 | 0.7831 | 0.5002 | -1.0 | 0.509 | 0.303 | 0.5327 | 0.6184 | 0.6245 | -1.0 | 0.6383 | 0.3 | 0.4971 | 0.6245 |
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+ | 0.6799 | 42.0 | 672 | 0.6226 | 0.5068 | 0.8189 | 0.5253 | -1.0 | 0.519 | 0.303 | 0.5429 | 0.649 | 0.6633 | -1.0 | 0.6787 | 0.3 | 0.5068 | 0.6633 |
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+ | 0.6799 | 43.0 | 688 | 0.7003 | 0.4344 | 0.8059 | 0.4218 | -1.0 | 0.4438 | 0.3525 | 0.4694 | 0.6286 | 0.6449 | -1.0 | 0.6574 | 0.35 | 0.4344 | 0.6449 |
106
+ | 0.6799 | 44.0 | 704 | 0.6044 | 0.523 | 0.8274 | 0.5429 | -1.0 | 0.532 | 0.3525 | 0.5408 | 0.6469 | 0.6673 | -1.0 | 0.6809 | 0.35 | 0.523 | 0.6673 |
107
+ | 0.6799 | 45.0 | 720 | 0.6762 | 0.4865 | 0.8052 | 0.4934 | -1.0 | 0.4918 | 0.3535 | 0.5204 | 0.6143 | 0.6245 | -1.0 | 0.6362 | 0.35 | 0.4865 | 0.6245 |
108
+ | 0.6799 | 46.0 | 736 | 0.6556 | 0.485 | 0.8938 | 0.551 | -1.0 | 0.4922 | 0.3564 | 0.5143 | 0.6571 | 0.6714 | -1.0 | 0.683 | 0.4 | 0.485 | 0.6714 |
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+ | 0.6799 | 47.0 | 752 | 0.6247 | 0.5193 | 0.826 | 0.5423 | -1.0 | 0.5303 | 0.3535 | 0.5531 | 0.6612 | 0.6714 | -1.0 | 0.6851 | 0.35 | 0.5193 | 0.6714 |
110
+ | 0.6799 | 48.0 | 768 | 0.6410 | 0.4604 | 0.8627 | 0.466 | -1.0 | 0.4682 | 0.403 | 0.5265 | 0.6265 | 0.6429 | -1.0 | 0.6532 | 0.4 | 0.4604 | 0.6429 |
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+ | 0.6799 | 49.0 | 784 | 0.6143 | 0.4827 | 0.8077 | 0.5629 | -1.0 | 0.49 | 0.403 | 0.5286 | 0.6449 | 0.6551 | -1.0 | 0.666 | 0.4 | 0.4827 | 0.6551 |
112
+ | 0.6799 | 50.0 | 800 | 0.5896 | 0.5047 | 0.861 | 0.5615 | -1.0 | 0.5083 | 0.4525 | 0.5735 | 0.6571 | 0.6735 | -1.0 | 0.683 | 0.45 | 0.5047 | 0.6735 |
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+ | 0.6799 | 51.0 | 816 | 0.6515 | 0.4615 | 0.8986 | 0.3498 | -1.0 | 0.4708 | 0.3083 | 0.5265 | 0.6388 | 0.6531 | -1.0 | 0.6638 | 0.4 | 0.4615 | 0.6531 |
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+ | 0.6799 | 52.0 | 832 | 0.6333 | 0.4879 | 0.8429 | 0.4779 | -1.0 | 0.5003 | 0.3543 | 0.5388 | 0.6265 | 0.6388 | -1.0 | 0.6489 | 0.4 | 0.4879 | 0.6388 |
115
+ | 0.6799 | 53.0 | 848 | 0.6802 | 0.4719 | 0.8641 | 0.4799 | -1.0 | 0.4709 | 0.503 | 0.5143 | 0.6061 | 0.6122 | -1.0 | 0.617 | 0.5 | 0.4719 | 0.6122 |
116
+ | 0.6799 | 54.0 | 864 | 0.6613 | 0.4744 | 0.8604 | 0.4478 | -1.0 | 0.4776 | 0.4553 | 0.5041 | 0.6306 | 0.649 | -1.0 | 0.6553 | 0.5 | 0.4744 | 0.649 |
117
+ | 0.6799 | 55.0 | 880 | 0.5996 | 0.5228 | 0.8536 | 0.4618 | -1.0 | 0.5269 | 0.4525 | 0.5633 | 0.6531 | 0.6612 | -1.0 | 0.6702 | 0.45 | 0.5228 | 0.6612 |
118
+ | 0.6799 | 56.0 | 896 | 0.6108 | 0.5096 | 0.8592 | 0.5195 | -1.0 | 0.5159 | 0.4515 | 0.5612 | 0.6551 | 0.6633 | -1.0 | 0.6723 | 0.45 | 0.5096 | 0.6633 |
119
+ | 0.6799 | 57.0 | 912 | 0.6771 | 0.4616 | 0.8561 | 0.4693 | -1.0 | 0.4637 | 0.4515 | 0.5041 | 0.5959 | 0.6 | -1.0 | 0.6064 | 0.45 | 0.4616 | 0.6 |
120
+ | 0.6799 | 58.0 | 928 | 0.6319 | 0.5014 | 0.8506 | 0.4776 | -1.0 | 0.4973 | 0.601 | 0.5327 | 0.6388 | 0.651 | -1.0 | 0.6532 | 0.6 | 0.5014 | 0.651 |
121
+ | 0.6799 | 59.0 | 944 | 0.6160 | 0.5157 | 0.8813 | 0.6142 | -1.0 | 0.5155 | 0.605 | 0.5469 | 0.6714 | 0.6878 | -1.0 | 0.6894 | 0.65 | 0.5157 | 0.6878 |
122
+ | 0.6799 | 60.0 | 960 | 0.5897 | 0.5435 | 0.9053 | 0.652 | -1.0 | 0.544 | 0.6307 | 0.5735 | 0.6612 | 0.6673 | -1.0 | 0.666 | 0.7 | 0.5435 | 0.6673 |
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+ | 0.6799 | 61.0 | 976 | 0.6246 | 0.5216 | 0.8854 | 0.5715 | -1.0 | 0.5225 | 0.5515 | 0.5347 | 0.6449 | 0.6531 | -1.0 | 0.6574 | 0.55 | 0.5216 | 0.6531 |
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+ | 0.6799 | 62.0 | 992 | 0.6032 | 0.5388 | 0.8834 | 0.6326 | -1.0 | 0.548 | 0.4545 | 0.5612 | 0.6551 | 0.6612 | -1.0 | 0.6681 | 0.5 | 0.5388 | 0.6612 |
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+ | 0.3511 | 63.0 | 1008 | 0.5637 | 0.5601 | 0.883 | 0.6626 | -1.0 | 0.5629 | 0.6307 | 0.5857 | 0.6755 | 0.6857 | -1.0 | 0.6851 | 0.7 | 0.5601 | 0.6857 |
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+ | 0.3511 | 64.0 | 1024 | 0.6113 | 0.5268 | 0.8727 | 0.6524 | -1.0 | 0.5227 | 0.7 | 0.5592 | 0.6694 | 0.6837 | -1.0 | 0.683 | 0.7 | 0.5268 | 0.6837 |
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+ | 0.3511 | 65.0 | 1040 | 0.5917 | 0.5353 | 0.8891 | 0.5631 | -1.0 | 0.5377 | 0.6 | 0.5673 | 0.6469 | 0.651 | -1.0 | 0.6532 | 0.6 | 0.5353 | 0.651 |
128
+ | 0.3511 | 66.0 | 1056 | 0.6044 | 0.5139 | 0.8863 | 0.4967 | -1.0 | 0.5181 | 0.5036 | 0.551 | 0.6735 | 0.6878 | -1.0 | 0.6936 | 0.55 | 0.5139 | 0.6878 |
129
+ | 0.3511 | 67.0 | 1072 | 0.6213 | 0.4959 | 0.8897 | 0.437 | -1.0 | 0.4974 | 0.6039 | 0.5224 | 0.6898 | 0.7041 | -1.0 | 0.7064 | 0.65 | 0.4959 | 0.7041 |
130
+ | 0.3511 | 68.0 | 1088 | 0.6460 | 0.4848 | 0.8328 | 0.4619 | -1.0 | 0.4845 | 0.6023 | 0.5224 | 0.6265 | 0.6306 | -1.0 | 0.6298 | 0.65 | 0.4848 | 0.6306 |
131
+ | 0.3511 | 69.0 | 1104 | 0.5885 | 0.5244 | 0.8832 | 0.5448 | -1.0 | 0.5279 | 0.5505 | 0.5531 | 0.6286 | 0.6347 | -1.0 | 0.6383 | 0.55 | 0.5244 | 0.6347 |
132
+ | 0.3511 | 70.0 | 1120 | 0.6137 | 0.5355 | 0.8611 | 0.5569 | -1.0 | 0.5358 | 0.601 | 0.5694 | 0.6429 | 0.6571 | -1.0 | 0.6596 | 0.6 | 0.5355 | 0.6571 |
133
+ | 0.3511 | 71.0 | 1136 | 0.5859 | 0.5336 | 0.8925 | 0.5818 | -1.0 | 0.5344 | 0.6252 | 0.5694 | 0.6408 | 0.649 | -1.0 | 0.6489 | 0.65 | 0.5336 | 0.649 |
134
+ | 0.3511 | 72.0 | 1152 | 0.5771 | 0.5272 | 0.8664 | 0.583 | -1.0 | 0.5289 | 0.6061 | 0.5551 | 0.6735 | 0.6878 | -1.0 | 0.6872 | 0.7 | 0.5272 | 0.6878 |
135
+ | 0.3511 | 73.0 | 1168 | 0.6236 | 0.5035 | 0.885 | 0.5673 | -1.0 | 0.506 | 0.504 | 0.5408 | 0.6408 | 0.649 | -1.0 | 0.6532 | 0.55 | 0.5035 | 0.649 |
136
+ | 0.3511 | 74.0 | 1184 | 0.5987 | 0.5369 | 0.881 | 0.5568 | -1.0 | 0.5369 | 0.6 | 0.5633 | 0.6408 | 0.6469 | -1.0 | 0.6489 | 0.6 | 0.5369 | 0.6469 |
137
+ | 0.3511 | 75.0 | 1200 | 0.5919 | 0.5255 | 0.8927 | 0.5877 | -1.0 | 0.5279 | 0.6 | 0.5633 | 0.6429 | 0.651 | -1.0 | 0.6532 | 0.6 | 0.5255 | 0.651 |
138
+ | 0.3511 | 76.0 | 1216 | 0.6425 | 0.4919 | 0.8657 | 0.5759 | -1.0 | 0.4884 | 0.6 | 0.498 | 0.6449 | 0.6714 | -1.0 | 0.6745 | 0.6 | 0.4919 | 0.6714 |
139
+ | 0.3511 | 77.0 | 1232 | 0.6408 | 0.4998 | 0.8231 | 0.5352 | -1.0 | 0.5053 | 0.468 | 0.5286 | 0.6327 | 0.6388 | -1.0 | 0.6447 | 0.5 | 0.4998 | 0.6388 |
140
+ | 0.3511 | 78.0 | 1248 | 0.6273 | 0.5095 | 0.8546 | 0.5576 | -1.0 | 0.5054 | 0.6692 | 0.5306 | 0.6571 | 0.6816 | -1.0 | 0.6787 | 0.75 | 0.5095 | 0.6816 |
141
+ | 0.3511 | 79.0 | 1264 | 0.6202 | 0.5084 | 0.8796 | 0.5182 | -1.0 | 0.5131 | 0.5524 | 0.5408 | 0.6388 | 0.649 | -1.0 | 0.6511 | 0.6 | 0.5084 | 0.649 |
142
+ | 0.3511 | 80.0 | 1280 | 0.6160 | 0.5287 | 0.8642 | 0.5625 | -1.0 | 0.5264 | 0.6505 | 0.5469 | 0.6735 | 0.6837 | -1.0 | 0.6851 | 0.65 | 0.5287 | 0.6837 |
143
+ | 0.3511 | 81.0 | 1296 | 0.6104 | 0.4823 | 0.9057 | 0.4666 | -1.0 | 0.493 | 0.4813 | 0.5163 | 0.6673 | 0.6857 | -1.0 | 0.6894 | 0.6 | 0.4823 | 0.6857 |
144
+ | 0.3511 | 82.0 | 1312 | 0.6439 | 0.4926 | 0.8673 | 0.5554 | -1.0 | 0.5002 | 0.5236 | 0.5347 | 0.649 | 0.651 | -1.0 | 0.6532 | 0.6 | 0.4926 | 0.651 |
145
+ | 0.3511 | 83.0 | 1328 | 0.6153 | 0.5282 | 0.8787 | 0.5643 | -1.0 | 0.5346 | 0.565 | 0.5347 | 0.6735 | 0.6939 | -1.0 | 0.6936 | 0.7 | 0.5282 | 0.6939 |
146
+ | 0.3511 | 84.0 | 1344 | 0.5801 | 0.5364 | 0.8754 | 0.5112 | -1.0 | 0.5383 | 0.6095 | 0.5633 | 0.6612 | 0.6714 | -1.0 | 0.6702 | 0.7 | 0.5364 | 0.6714 |
147
+ | 0.3511 | 85.0 | 1360 | 0.5515 | 0.5736 | 0.9225 | 0.6315 | -1.0 | 0.5774 | 0.6155 | 0.5837 | 0.6918 | 0.698 | -1.0 | 0.6979 | 0.7 | 0.5736 | 0.698 |
148
+ | 0.3511 | 86.0 | 1376 | 0.5716 | 0.5533 | 0.9283 | 0.6293 | -1.0 | 0.5607 | 0.5724 | 0.5653 | 0.6694 | 0.6755 | -1.0 | 0.6745 | 0.7 | 0.5533 | 0.6755 |
149
+ | 0.3511 | 87.0 | 1392 | 0.5755 | 0.5518 | 0.8801 | 0.6059 | -1.0 | 0.5516 | 0.6505 | 0.5551 | 0.6694 | 0.6735 | -1.0 | 0.6745 | 0.65 | 0.5518 | 0.6735 |
150
+ | 0.3511 | 88.0 | 1408 | 0.5773 | 0.5592 | 0.909 | 0.5886 | -1.0 | 0.5622 | 0.6175 | 0.5796 | 0.6878 | 0.6918 | -1.0 | 0.6936 | 0.65 | 0.5592 | 0.6918 |
151
+ | 0.3511 | 89.0 | 1424 | 0.5885 | 0.5512 | 0.9047 | 0.6146 | -1.0 | 0.5514 | 0.6615 | 0.5673 | 0.6551 | 0.6612 | -1.0 | 0.6596 | 0.7 | 0.5512 | 0.6612 |
152
+ | 0.3511 | 90.0 | 1440 | 0.6344 | 0.5045 | 0.9065 | 0.5453 | -1.0 | 0.4984 | 0.6836 | 0.5122 | 0.6612 | 0.6714 | -1.0 | 0.666 | 0.8 | 0.5045 | 0.6714 |
153
+ | 0.3511 | 91.0 | 1456 | 0.5975 | 0.5389 | 0.8864 | 0.5947 | -1.0 | 0.5423 | 0.6208 | 0.5388 | 0.6776 | 0.6857 | -1.0 | 0.6872 | 0.65 | 0.5389 | 0.6857 |
154
+ | 0.3511 | 92.0 | 1472 | 0.6015 | 0.5212 | 0.8567 | 0.5014 | -1.0 | 0.5221 | 0.6152 | 0.5531 | 0.6571 | 0.6653 | -1.0 | 0.6617 | 0.75 | 0.5212 | 0.6653 |
155
+ | 0.3511 | 93.0 | 1488 | 0.6130 | 0.525 | 0.8885 | 0.6142 | -1.0 | 0.5271 | 0.6154 | 0.551 | 0.6796 | 0.6918 | -1.0 | 0.6915 | 0.7 | 0.525 | 0.6918 |
156
+ | 0.2568 | 94.0 | 1504 | 0.5796 | 0.5386 | 0.8917 | 0.5258 | -1.0 | 0.5418 | 0.6197 | 0.5571 | 0.6694 | 0.6796 | -1.0 | 0.6787 | 0.7 | 0.5386 | 0.6796 |
157
+ | 0.2568 | 95.0 | 1520 | 0.5950 | 0.5556 | 0.8887 | 0.6413 | -1.0 | 0.5651 | 0.5779 | 0.5755 | 0.6653 | 0.6776 | -1.0 | 0.6787 | 0.65 | 0.5556 | 0.6776 |
158
+ | 0.2568 | 96.0 | 1536 | 0.5935 | 0.5384 | 0.888 | 0.5717 | -1.0 | 0.5411 | 0.6279 | 0.5776 | 0.6755 | 0.6837 | -1.0 | 0.6809 | 0.75 | 0.5384 | 0.6837 |
159
+ | 0.2568 | 97.0 | 1552 | 0.6134 | 0.5331 | 0.8682 | 0.6411 | -1.0 | 0.5349 | 0.6181 | 0.5551 | 0.6673 | 0.6714 | -1.0 | 0.6702 | 0.7 | 0.5331 | 0.6714 |
160
+ | 0.2568 | 98.0 | 1568 | 0.5965 | 0.549 | 0.8901 | 0.6456 | -1.0 | 0.5531 | 0.615 | 0.5735 | 0.6612 | 0.6673 | -1.0 | 0.666 | 0.7 | 0.549 | 0.6673 |
161
+ | 0.2568 | 99.0 | 1584 | 0.5537 | 0.5678 | 0.8895 | 0.6812 | -1.0 | 0.5729 | 0.6153 | 0.5918 | 0.6816 | 0.7 | -1.0 | 0.7 | 0.7 | 0.5678 | 0.7 |
162
+ | 0.2568 | 100.0 | 1600 | 0.5526 | 0.5808 | 0.8989 | 0.6999 | -1.0 | 0.5826 | 0.6252 | 0.5878 | 0.6959 | 0.7061 | -1.0 | 0.7085 | 0.65 | 0.5808 | 0.7061 |
163
+ | 0.2568 | 101.0 | 1616 | 0.5909 | 0.5341 | 0.9003 | 0.5713 | -1.0 | 0.5403 | 0.5669 | 0.5531 | 0.6918 | 0.702 | -1.0 | 0.7 | 0.75 | 0.5341 | 0.702 |
164
+ | 0.2568 | 102.0 | 1632 | 0.5938 | 0.5453 | 0.8969 | 0.5621 | -1.0 | 0.5524 | 0.5858 | 0.5776 | 0.6939 | 0.7 | -1.0 | 0.7 | 0.7 | 0.5453 | 0.7 |
165
+ | 0.2568 | 103.0 | 1648 | 0.5580 | 0.5832 | 0.9002 | 0.6741 | -1.0 | 0.5925 | 0.6257 | 0.602 | 0.6898 | 0.698 | -1.0 | 0.7 | 0.65 | 0.5832 | 0.698 |
166
+ | 0.2568 | 104.0 | 1664 | 0.5525 | 0.5697 | 0.9022 | 0.617 | -1.0 | 0.5757 | 0.6053 | 0.6 | 0.7061 | 0.7163 | -1.0 | 0.717 | 0.7 | 0.5697 | 0.7163 |
167
+ | 0.2568 | 105.0 | 1680 | 0.5932 | 0.5448 | 0.8957 | 0.6301 | -1.0 | 0.5424 | 0.667 | 0.5571 | 0.651 | 0.6653 | -1.0 | 0.6638 | 0.7 | 0.5448 | 0.6653 |
168
+ | 0.2568 | 106.0 | 1696 | 0.5683 | 0.569 | 0.8945 | 0.6047 | -1.0 | 0.58 | 0.5846 | 0.5918 | 0.6939 | 0.702 | -1.0 | 0.7021 | 0.7 | 0.569 | 0.702 |
169
+ | 0.2568 | 107.0 | 1712 | 0.5586 | 0.5787 | 0.8984 | 0.7182 | -1.0 | 0.5859 | 0.6179 | 0.5898 | 0.698 | 0.7143 | -1.0 | 0.7128 | 0.75 | 0.5787 | 0.7143 |
170
+ | 0.2568 | 108.0 | 1728 | 0.5691 | 0.5686 | 0.8999 | 0.6004 | -1.0 | 0.5697 | 0.6654 | 0.5898 | 0.7 | 0.7122 | -1.0 | 0.7106 | 0.75 | 0.5686 | 0.7122 |
171
+ | 0.2568 | 109.0 | 1744 | 0.5906 | 0.5323 | 0.897 | 0.5502 | -1.0 | 0.5379 | 0.5828 | 0.5551 | 0.6571 | 0.6612 | -1.0 | 0.6596 | 0.7 | 0.5323 | 0.6612 |
172
+ | 0.2568 | 110.0 | 1760 | 0.5844 | 0.5495 | 0.8792 | 0.6197 | -1.0 | 0.5573 | 0.5702 | 0.5796 | 0.6653 | 0.6755 | -1.0 | 0.6766 | 0.65 | 0.5495 | 0.6755 |
173
+ | 0.2568 | 111.0 | 1776 | 0.5794 | 0.562 | 0.8869 | 0.7004 | -1.0 | 0.5669 | 0.6196 | 0.5918 | 0.6878 | 0.7 | -1.0 | 0.6979 | 0.75 | 0.562 | 0.7 |
174
+ | 0.2568 | 112.0 | 1792 | 0.5813 | 0.5511 | 0.8906 | 0.6147 | -1.0 | 0.559 | 0.5688 | 0.5857 | 0.6694 | 0.6735 | -1.0 | 0.6745 | 0.65 | 0.5511 | 0.6735 |
175
+ | 0.2568 | 113.0 | 1808 | 0.5894 | 0.5586 | 0.8849 | 0.6145 | -1.0 | 0.565 | 0.6261 | 0.5878 | 0.6735 | 0.6816 | -1.0 | 0.6809 | 0.7 | 0.5586 | 0.6816 |
176
+ | 0.2568 | 114.0 | 1824 | 0.5810 | 0.5615 | 0.8868 | 0.656 | -1.0 | 0.5671 | 0.6174 | 0.5898 | 0.6816 | 0.6939 | -1.0 | 0.6915 | 0.75 | 0.5615 | 0.6939 |
177
+ | 0.2568 | 115.0 | 1840 | 0.5900 | 0.5459 | 0.8905 | 0.5929 | -1.0 | 0.5451 | 0.6416 | 0.5735 | 0.6939 | 0.702 | -1.0 | 0.6979 | 0.8 | 0.5459 | 0.702 |
178
+ | 0.2568 | 116.0 | 1856 | 0.6122 | 0.5413 | 0.8774 | 0.5629 | -1.0 | 0.5494 | 0.567 | 0.5776 | 0.6633 | 0.6653 | -1.0 | 0.6681 | 0.6 | 0.5413 | 0.6653 |
179
+ | 0.2568 | 117.0 | 1872 | 0.5697 | 0.5609 | 0.8854 | 0.5773 | -1.0 | 0.5657 | 0.6155 | 0.6 | 0.698 | 0.7061 | -1.0 | 0.7064 | 0.7 | 0.5609 | 0.7061 |
180
+ | 0.2568 | 118.0 | 1888 | 0.5710 | 0.565 | 0.8851 | 0.6217 | -1.0 | 0.5711 | 0.6208 | 0.5898 | 0.6571 | 0.6673 | -1.0 | 0.6681 | 0.65 | 0.565 | 0.6673 |
181
+ | 0.2568 | 119.0 | 1904 | 0.5784 | 0.5501 | 0.8912 | 0.5416 | -1.0 | 0.5562 | 0.6349 | 0.5816 | 0.6755 | 0.6857 | -1.0 | 0.6851 | 0.7 | 0.5501 | 0.6857 |
182
+ | 0.2568 | 120.0 | 1920 | 0.5552 | 0.572 | 0.8983 | 0.6917 | -1.0 | 0.5748 | 0.6752 | 0.5796 | 0.6939 | 0.698 | -1.0 | 0.6979 | 0.7 | 0.572 | 0.698 |
183
+ | 0.2568 | 121.0 | 1936 | 0.5816 | 0.5501 | 0.8931 | 0.6891 | -1.0 | 0.5541 | 0.6198 | 0.5735 | 0.6673 | 0.6755 | -1.0 | 0.6723 | 0.75 | 0.5501 | 0.6755 |
184
+ | 0.2568 | 122.0 | 1952 | 0.5750 | 0.543 | 0.8908 | 0.5293 | -1.0 | 0.552 | 0.5867 | 0.5796 | 0.6694 | 0.6878 | -1.0 | 0.6894 | 0.65 | 0.543 | 0.6878 |
185
+ | 0.2568 | 123.0 | 1968 | 0.5647 | 0.5733 | 0.8939 | 0.6595 | -1.0 | 0.5798 | 0.6225 | 0.5898 | 0.6918 | 0.7041 | -1.0 | 0.7021 | 0.75 | 0.5733 | 0.7041 |
186
+ | 0.2568 | 124.0 | 1984 | 0.6242 | 0.5125 | 0.8851 | 0.5139 | -1.0 | 0.5174 | 0.5762 | 0.5469 | 0.6347 | 0.6367 | -1.0 | 0.6383 | 0.6 | 0.5125 | 0.6367 |
187
+ | 0.2026 | 125.0 | 2000 | 0.5842 | 0.558 | 0.8979 | 0.6302 | -1.0 | 0.554 | 0.7072 | 0.5796 | 0.6714 | 0.6776 | -1.0 | 0.6745 | 0.75 | 0.558 | 0.6776 |
188
+ | 0.2026 | 126.0 | 2016 | 0.5926 | 0.5504 | 0.8984 | 0.6113 | -1.0 | 0.5552 | 0.6197 | 0.5653 | 0.6939 | 0.7102 | -1.0 | 0.7106 | 0.7 | 0.5504 | 0.7102 |
189
+ | 0.2026 | 127.0 | 2032 | 0.5705 | 0.5537 | 0.8888 | 0.5763 | -1.0 | 0.558 | 0.6074 | 0.5918 | 0.6837 | 0.6918 | -1.0 | 0.6915 | 0.7 | 0.5537 | 0.6918 |
190
+ | 0.2026 | 128.0 | 2048 | 0.6089 | 0.535 | 0.8838 | 0.6424 | -1.0 | 0.5371 | 0.6188 | 0.5776 | 0.6592 | 0.6694 | -1.0 | 0.6681 | 0.7 | 0.535 | 0.6694 |
191
+ | 0.2026 | 129.0 | 2064 | 0.5848 | 0.5483 | 0.8872 | 0.5968 | -1.0 | 0.557 | 0.5809 | 0.5776 | 0.6959 | 0.7184 | -1.0 | 0.7191 | 0.7 | 0.5483 | 0.7184 |
192
+ | 0.2026 | 130.0 | 2080 | 0.5542 | 0.5737 | 0.8692 | 0.6546 | -1.0 | 0.5797 | 0.6189 | 0.5837 | 0.6939 | 0.7082 | -1.0 | 0.7064 | 0.75 | 0.5737 | 0.7082 |
193
+ | 0.2026 | 131.0 | 2096 | 0.5769 | 0.5463 | 0.8777 | 0.6073 | -1.0 | 0.5535 | 0.5546 | 0.5755 | 0.6816 | 0.6878 | -1.0 | 0.6894 | 0.65 | 0.5463 | 0.6878 |
194
+ | 0.2026 | 132.0 | 2112 | 0.5541 | 0.5541 | 0.8869 | 0.607 | -1.0 | 0.5635 | 0.5614 | 0.5837 | 0.6837 | 0.7122 | -1.0 | 0.7106 | 0.75 | 0.5541 | 0.7122 |
195
+ | 0.2026 | 133.0 | 2128 | 0.6012 | 0.5444 | 0.8854 | 0.6997 | -1.0 | 0.547 | 0.6167 | 0.551 | 0.6653 | 0.6755 | -1.0 | 0.6745 | 0.7 | 0.5444 | 0.6755 |
196
+ | 0.2026 | 134.0 | 2144 | 0.5800 | 0.5431 | 0.8655 | 0.6138 | -1.0 | 0.5449 | 0.6169 | 0.5714 | 0.6633 | 0.6735 | -1.0 | 0.6702 | 0.75 | 0.5431 | 0.6735 |
197
+ | 0.2026 | 135.0 | 2160 | 0.5556 | 0.5516 | 0.8862 | 0.6608 | -1.0 | 0.5592 | 0.5848 | 0.5755 | 0.7041 | 0.7102 | -1.0 | 0.7085 | 0.75 | 0.5516 | 0.7102 |
198
+ | 0.2026 | 136.0 | 2176 | 0.6145 | 0.5238 | 0.8552 | 0.5604 | -1.0 | 0.5215 | 0.667 | 0.549 | 0.6633 | 0.6694 | -1.0 | 0.6681 | 0.7 | 0.5238 | 0.6694 |
199
+ | 0.2026 | 137.0 | 2192 | 0.5757 | 0.5625 | 0.8857 | 0.6872 | -1.0 | 0.5625 | 0.6852 | 0.5776 | 0.6878 | 0.6939 | -1.0 | 0.6894 | 0.8 | 0.5625 | 0.6939 |
200
+ | 0.2026 | 138.0 | 2208 | 0.5709 | 0.5457 | 0.8898 | 0.5566 | -1.0 | 0.5448 | 0.6735 | 0.5857 | 0.6796 | 0.7 | -1.0 | 0.6979 | 0.75 | 0.5457 | 0.7 |
201
+ | 0.2026 | 139.0 | 2224 | 0.5727 | 0.5448 | 0.8889 | 0.554 | -1.0 | 0.5524 | 0.5823 | 0.5776 | 0.6735 | 0.6857 | -1.0 | 0.6851 | 0.7 | 0.5448 | 0.6857 |
202
+ | 0.2026 | 140.0 | 2240 | 0.5788 | 0.5421 | 0.8903 | 0.5191 | -1.0 | 0.5465 | 0.6288 | 0.5755 | 0.6837 | 0.6959 | -1.0 | 0.6915 | 0.8 | 0.5421 | 0.6959 |
203
+ | 0.2026 | 141.0 | 2256 | 0.5771 | 0.5506 | 0.8842 | 0.6112 | -1.0 | 0.5594 | 0.5819 | 0.5633 | 0.6755 | 0.6857 | -1.0 | 0.6851 | 0.7 | 0.5506 | 0.6857 |
204
+ | 0.2026 | 142.0 | 2272 | 0.5681 | 0.5601 | 0.8864 | 0.6072 | -1.0 | 0.5698 | 0.5997 | 0.5694 | 0.6878 | 0.6939 | -1.0 | 0.6915 | 0.75 | 0.5601 | 0.6939 |
205
+ | 0.2026 | 143.0 | 2288 | 0.5582 | 0.5782 | 0.895 | 0.652 | -1.0 | 0.5901 | 0.5903 | 0.602 | 0.6898 | 0.698 | -1.0 | 0.6979 | 0.7 | 0.5782 | 0.698 |
206
+ | 0.2026 | 144.0 | 2304 | 0.5668 | 0.5577 | 0.901 | 0.61 | -1.0 | 0.5635 | 0.6296 | 0.5776 | 0.6918 | 0.702 | -1.0 | 0.6979 | 0.8 | 0.5577 | 0.702 |
207
+ | 0.2026 | 145.0 | 2320 | 0.5762 | 0.5662 | 0.8919 | 0.6627 | -1.0 | 0.5729 | 0.6156 | 0.5878 | 0.6939 | 0.7 | -1.0 | 0.7 | 0.7 | 0.5662 | 0.7 |
208
+ | 0.2026 | 146.0 | 2336 | 0.5776 | 0.5517 | 0.8974 | 0.5664 | -1.0 | 0.5567 | 0.6309 | 0.5857 | 0.7 | 0.7082 | -1.0 | 0.7043 | 0.8 | 0.5517 | 0.7082 |
209
+ | 0.2026 | 147.0 | 2352 | 0.5404 | 0.5818 | 0.8908 | 0.7087 | -1.0 | 0.5899 | 0.6136 | 0.6 | 0.6918 | 0.7082 | -1.0 | 0.7085 | 0.7 | 0.5818 | 0.7082 |
210
+ | 0.2026 | 148.0 | 2368 | 0.6197 | 0.5494 | 0.8953 | 0.6412 | -1.0 | 0.5492 | 0.6505 | 0.5551 | 0.6816 | 0.6837 | -1.0 | 0.6851 | 0.65 | 0.5494 | 0.6837 |
211
+ | 0.2026 | 149.0 | 2384 | 0.5532 | 0.5738 | 0.8909 | 0.6227 | -1.0 | 0.5811 | 0.615 | 0.6061 | 0.702 | 0.7082 | -1.0 | 0.7085 | 0.7 | 0.5738 | 0.7082 |
212
+ | 0.2026 | 150.0 | 2400 | 0.5737 | 0.5698 | 0.8905 | 0.675 | -1.0 | 0.5744 | 0.6772 | 0.5837 | 0.6857 | 0.6918 | -1.0 | 0.6894 | 0.75 | 0.5698 | 0.6918 |
213
+ | 0.2026 | 151.0 | 2416 | 0.5535 | 0.5586 | 0.8998 | 0.6323 | -1.0 | 0.5641 | 0.6219 | 0.5776 | 0.7102 | 0.7143 | -1.0 | 0.7128 | 0.75 | 0.5586 | 0.7143 |
214
+ | 0.2026 | 152.0 | 2432 | 0.5769 | 0.5599 | 0.8901 | 0.5903 | -1.0 | 0.5719 | 0.5784 | 0.5837 | 0.6776 | 0.6898 | -1.0 | 0.6915 | 0.65 | 0.5599 | 0.6898 |
215
+ | 0.2026 | 153.0 | 2448 | 0.5984 | 0.5374 | 0.8957 | 0.5317 | -1.0 | 0.5398 | 0.6266 | 0.5551 | 0.6735 | 0.6939 | -1.0 | 0.6915 | 0.75 | 0.5374 | 0.6939 |
216
+ | 0.2026 | 154.0 | 2464 | 0.5831 | 0.5458 | 0.8891 | 0.5819 | -1.0 | 0.5555 | 0.5862 | 0.5714 | 0.6592 | 0.6653 | -1.0 | 0.666 | 0.65 | 0.5458 | 0.6653 |
217
+ | 0.2026 | 155.0 | 2480 | 0.5617 | 0.5714 | 0.8945 | 0.5945 | -1.0 | 0.5788 | 0.626 | 0.5918 | 0.6959 | 0.7061 | -1.0 | 0.7043 | 0.75 | 0.5714 | 0.7061 |
218
+ | 0.2026 | 156.0 | 2496 | 0.5714 | 0.574 | 0.8977 | 0.596 | -1.0 | 0.5821 | 0.6508 | 0.5898 | 0.702 | 0.7102 | -1.0 | 0.7085 | 0.75 | 0.574 | 0.7102 |
219
+ | 0.1765 | 157.0 | 2512 | 0.5613 | 0.5792 | 0.8953 | 0.6084 | -1.0 | 0.5922 | 0.5934 | 0.5939 | 0.6878 | 0.6959 | -1.0 | 0.6957 | 0.7 | 0.5792 | 0.6959 |
220
+ | 0.1765 | 158.0 | 2528 | 0.5724 | 0.5627 | 0.894 | 0.6665 | -1.0 | 0.5689 | 0.6257 | 0.5816 | 0.6816 | 0.6837 | -1.0 | 0.6809 | 0.75 | 0.5627 | 0.6837 |
221
+ | 0.1765 | 159.0 | 2544 | 0.5706 | 0.561 | 0.8945 | 0.588 | -1.0 | 0.5677 | 0.6269 | 0.5837 | 0.6918 | 0.7 | -1.0 | 0.6957 | 0.8 | 0.561 | 0.7 |
222
+ | 0.1765 | 160.0 | 2560 | 0.6146 | 0.5381 | 0.8971 | 0.6292 | -1.0 | 0.5476 | 0.5733 | 0.551 | 0.6612 | 0.6694 | -1.0 | 0.6702 | 0.65 | 0.5381 | 0.6694 |
223
+ | 0.1765 | 161.0 | 2576 | 0.6139 | 0.5229 | 0.8954 | 0.4769 | -1.0 | 0.5295 | 0.5967 | 0.549 | 0.6673 | 0.6857 | -1.0 | 0.683 | 0.75 | 0.5229 | 0.6857 |
224
+ | 0.1765 | 162.0 | 2592 | 0.5883 | 0.5585 | 0.8999 | 0.6638 | -1.0 | 0.5642 | 0.6149 | 0.5755 | 0.6776 | 0.6898 | -1.0 | 0.6872 | 0.75 | 0.5585 | 0.6898 |
225
+ | 0.1765 | 163.0 | 2608 | 0.5631 | 0.5677 | 0.9006 | 0.6161 | -1.0 | 0.5767 | 0.6191 | 0.5857 | 0.6878 | 0.7 | -1.0 | 0.6979 | 0.75 | 0.5677 | 0.7 |
226
+ | 0.1765 | 164.0 | 2624 | 0.5710 | 0.5664 | 0.8978 | 0.6525 | -1.0 | 0.5732 | 0.6163 | 0.5816 | 0.6714 | 0.6816 | -1.0 | 0.6809 | 0.7 | 0.5664 | 0.6816 |
227
+ | 0.1765 | 165.0 | 2640 | 0.5981 | 0.5403 | 0.8963 | 0.5279 | -1.0 | 0.5492 | 0.5579 | 0.5714 | 0.6898 | 0.6939 | -1.0 | 0.6915 | 0.75 | 0.5403 | 0.6939 |
228
+ | 0.1765 | 166.0 | 2656 | 0.5758 | 0.547 | 0.8893 | 0.5319 | -1.0 | 0.556 | 0.5883 | 0.5776 | 0.6796 | 0.6878 | -1.0 | 0.6851 | 0.75 | 0.547 | 0.6878 |
229
+ | 0.1765 | 167.0 | 2672 | 0.5799 | 0.5683 | 0.8982 | 0.6513 | -1.0 | 0.5702 | 0.6723 | 0.5857 | 0.6939 | 0.702 | -1.0 | 0.7 | 0.75 | 0.5683 | 0.702 |
230
+ | 0.1765 | 168.0 | 2688 | 0.5713 | 0.5611 | 0.8926 | 0.6406 | -1.0 | 0.5662 | 0.6131 | 0.5776 | 0.6714 | 0.6755 | -1.0 | 0.6745 | 0.7 | 0.5611 | 0.6755 |
231
+ | 0.1765 | 169.0 | 2704 | 0.5585 | 0.5673 | 0.8937 | 0.6694 | -1.0 | 0.5743 | 0.6253 | 0.5837 | 0.6918 | 0.7 | -1.0 | 0.6979 | 0.75 | 0.5673 | 0.7 |
232
+ | 0.1765 | 170.0 | 2720 | 0.5799 | 0.5681 | 0.897 | 0.7187 | -1.0 | 0.5753 | 0.6213 | 0.5816 | 0.6898 | 0.6959 | -1.0 | 0.6936 | 0.75 | 0.5681 | 0.6959 |
233
+ | 0.1765 | 171.0 | 2736 | 0.5690 | 0.5675 | 0.9 | 0.6189 | -1.0 | 0.5735 | 0.6186 | 0.5857 | 0.7061 | 0.7122 | -1.0 | 0.7106 | 0.75 | 0.5675 | 0.7122 |
234
+ | 0.1765 | 172.0 | 2752 | 0.5670 | 0.5694 | 0.8972 | 0.7124 | -1.0 | 0.5754 | 0.6163 | 0.5837 | 0.6816 | 0.6918 | -1.0 | 0.6915 | 0.7 | 0.5694 | 0.6918 |
235
+ | 0.1765 | 173.0 | 2768 | 0.5763 | 0.5691 | 0.9001 | 0.6647 | -1.0 | 0.5753 | 0.6168 | 0.6 | 0.6939 | 0.7 | -1.0 | 0.6979 | 0.75 | 0.5691 | 0.7 |
236
+ | 0.1765 | 174.0 | 2784 | 0.5446 | 0.581 | 0.898 | 0.7039 | -1.0 | 0.5884 | 0.634 | 0.6102 | 0.6918 | 0.7 | -1.0 | 0.7 | 0.7 | 0.581 | 0.7 |
237
+ | 0.1765 | 175.0 | 2800 | 0.5774 | 0.5578 | 0.8944 | 0.6281 | -1.0 | 0.5634 | 0.6185 | 0.5796 | 0.7 | 0.7082 | -1.0 | 0.7064 | 0.75 | 0.5578 | 0.7082 |
238
+ | 0.1765 | 176.0 | 2816 | 0.5621 | 0.5741 | 0.893 | 0.6039 | -1.0 | 0.5863 | 0.587 | 0.5918 | 0.6918 | 0.7 | -1.0 | 0.7 | 0.7 | 0.5741 | 0.7 |
239
+ | 0.1765 | 177.0 | 2832 | 0.5728 | 0.5547 | 0.8972 | 0.5486 | -1.0 | 0.5661 | 0.5941 | 0.5816 | 0.702 | 0.7102 | -1.0 | 0.7085 | 0.75 | 0.5547 | 0.7102 |
240
+ | 0.1765 | 178.0 | 2848 | 0.5722 | 0.5625 | 0.8935 | 0.6566 | -1.0 | 0.5704 | 0.6188 | 0.5857 | 0.6898 | 0.7 | -1.0 | 0.7 | 0.7 | 0.5625 | 0.7 |
241
+ | 0.1765 | 179.0 | 2864 | 0.5535 | 0.5715 | 0.9005 | 0.6473 | -1.0 | 0.5783 | 0.6204 | 0.5878 | 0.698 | 0.7082 | -1.0 | 0.7064 | 0.75 | 0.5715 | 0.7082 |
242
+ | 0.1765 | 180.0 | 2880 | 0.5631 | 0.5775 | 0.893 | 0.601 | -1.0 | 0.5887 | 0.5989 | 0.5939 | 0.698 | 0.702 | -1.0 | 0.7 | 0.75 | 0.5775 | 0.702 |
243
+ | 0.1765 | 181.0 | 2896 | 0.5676 | 0.5718 | 0.8947 | 0.668 | -1.0 | 0.5783 | 0.6168 | 0.5918 | 0.7 | 0.7041 | -1.0 | 0.7021 | 0.75 | 0.5718 | 0.7041 |
244
+ | 0.1765 | 182.0 | 2912 | 0.5711 | 0.5703 | 0.8964 | 0.6107 | -1.0 | 0.5795 | 0.623 | 0.5918 | 0.702 | 0.7082 | -1.0 | 0.7064 | 0.75 | 0.5703 | 0.7082 |
245
+ | 0.1765 | 183.0 | 2928 | 0.5678 | 0.5728 | 0.8971 | 0.599 | -1.0 | 0.5834 | 0.6212 | 0.5959 | 0.6918 | 0.702 | -1.0 | 0.7 | 0.75 | 0.5728 | 0.702 |
246
+ | 0.1765 | 184.0 | 2944 | 0.5631 | 0.5707 | 0.8924 | 0.7385 | -1.0 | 0.576 | 0.6266 | 0.5898 | 0.6837 | 0.6898 | -1.0 | 0.6872 | 0.75 | 0.5707 | 0.6898 |
247
+ | 0.1765 | 185.0 | 2960 | 0.5525 | 0.5762 | 0.8923 | 0.6861 | -1.0 | 0.5796 | 0.6422 | 0.6 | 0.6959 | 0.702 | -1.0 | 0.6979 | 0.8 | 0.5762 | 0.702 |
248
+ | 0.1765 | 186.0 | 2976 | 0.5409 | 0.5824 | 0.8982 | 0.6871 | -1.0 | 0.5855 | 0.6694 | 0.598 | 0.7041 | 0.7122 | -1.0 | 0.7106 | 0.75 | 0.5824 | 0.7122 |
249
+ | 0.1765 | 187.0 | 2992 | 0.5591 | 0.5801 | 0.8943 | 0.5969 | -1.0 | 0.5882 | 0.6193 | 0.6 | 0.7 | 0.7061 | -1.0 | 0.7043 | 0.75 | 0.5801 | 0.7061 |
250
+ | 0.1247 | 188.0 | 3008 | 0.5723 | 0.5651 | 0.8953 | 0.6873 | -1.0 | 0.5733 | 0.623 | 0.5776 | 0.6898 | 0.6918 | -1.0 | 0.6894 | 0.75 | 0.5651 | 0.6918 |
251
+ | 0.1247 | 189.0 | 3024 | 0.5567 | 0.5787 | 0.8951 | 0.6084 | -1.0 | 0.5873 | 0.6218 | 0.5959 | 0.7 | 0.7082 | -1.0 | 0.7064 | 0.75 | 0.5787 | 0.7082 |
252
+ | 0.1247 | 190.0 | 3040 | 0.5632 | 0.578 | 0.891 | 0.6724 | -1.0 | 0.5829 | 0.6692 | 0.6 | 0.6898 | 0.6959 | -1.0 | 0.6936 | 0.75 | 0.578 | 0.6959 |
253
+ | 0.1247 | 191.0 | 3056 | 0.5711 | 0.5586 | 0.8953 | 0.6316 | -1.0 | 0.5667 | 0.6186 | 0.5837 | 0.6918 | 0.698 | -1.0 | 0.6957 | 0.75 | 0.5586 | 0.698 |
254
+ | 0.1247 | 192.0 | 3072 | 0.5555 | 0.5697 | 0.8974 | 0.5668 | -1.0 | 0.5777 | 0.6223 | 0.5918 | 0.7 | 0.7061 | -1.0 | 0.7043 | 0.75 | 0.5697 | 0.7061 |
255
+ | 0.1247 | 193.0 | 3088 | 0.5659 | 0.5809 | 0.8938 | 0.6378 | -1.0 | 0.5857 | 0.6697 | 0.5918 | 0.6837 | 0.6959 | -1.0 | 0.6936 | 0.75 | 0.5809 | 0.6959 |
256
+ | 0.1247 | 194.0 | 3104 | 0.5446 | 0.5831 | 0.8939 | 0.6673 | -1.0 | 0.5912 | 0.6188 | 0.6041 | 0.698 | 0.7061 | -1.0 | 0.7043 | 0.75 | 0.5831 | 0.7061 |
257
+ | 0.1247 | 195.0 | 3120 | 0.5774 | 0.5668 | 0.8947 | 0.6132 | -1.0 | 0.5799 | 0.5739 | 0.5898 | 0.6939 | 0.698 | -1.0 | 0.6979 | 0.7 | 0.5668 | 0.698 |
258
+ | 0.1247 | 196.0 | 3136 | 0.5624 | 0.5693 | 0.8956 | 0.6115 | -1.0 | 0.5788 | 0.6221 | 0.5898 | 0.6918 | 0.7 | -1.0 | 0.6979 | 0.75 | 0.5693 | 0.7 |
259
+ | 0.1247 | 197.0 | 3152 | 0.5549 | 0.58 | 0.8951 | 0.637 | -1.0 | 0.5904 | 0.6346 | 0.598 | 0.702 | 0.7143 | -1.0 | 0.7106 | 0.8 | 0.58 | 0.7143 |
260
+ | 0.1247 | 198.0 | 3168 | 0.5648 | 0.5782 | 0.897 | 0.6705 | -1.0 | 0.5866 | 0.6195 | 0.5959 | 0.6898 | 0.698 | -1.0 | 0.6957 | 0.75 | 0.5782 | 0.698 |
261
+ | 0.1247 | 199.0 | 3184 | 0.5553 | 0.577 | 0.8981 | 0.6633 | -1.0 | 0.5866 | 0.6188 | 0.5939 | 0.6898 | 0.698 | -1.0 | 0.6979 | 0.7 | 0.577 | 0.698 |
262
+ | 0.1247 | 200.0 | 3200 | 0.5710 | 0.5722 | 0.8993 | 0.6512 | -1.0 | 0.581 | 0.6257 | 0.5898 | 0.698 | 0.7082 | -1.0 | 0.7064 | 0.75 | 0.5722 | 0.7082 |
263
+ | 0.1247 | 201.0 | 3216 | 0.5679 | 0.58 | 0.9032 | 0.711 | -1.0 | 0.5884 | 0.6213 | 0.5898 | 0.6939 | 0.702 | -1.0 | 0.7 | 0.75 | 0.58 | 0.702 |
264
+ | 0.1247 | 202.0 | 3232 | 0.5500 | 0.5755 | 0.8972 | 0.6892 | -1.0 | 0.5851 | 0.6189 | 0.598 | 0.6939 | 0.7 | -1.0 | 0.6979 | 0.75 | 0.5755 | 0.7 |
265
+ | 0.1247 | 203.0 | 3248 | 0.5591 | 0.5814 | 0.8984 | 0.6573 | -1.0 | 0.5905 | 0.6244 | 0.6 | 0.7041 | 0.7082 | -1.0 | 0.7064 | 0.75 | 0.5814 | 0.7082 |
266
+ | 0.1247 | 204.0 | 3264 | 0.5476 | 0.579 | 0.8958 | 0.6881 | -1.0 | 0.5898 | 0.6229 | 0.6041 | 0.7082 | 0.7163 | -1.0 | 0.7149 | 0.75 | 0.579 | 0.7163 |
267
+ | 0.1247 | 205.0 | 3280 | 0.5552 | 0.5856 | 0.8952 | 0.6741 | -1.0 | 0.5955 | 0.6237 | 0.6 | 0.6959 | 0.7041 | -1.0 | 0.7021 | 0.75 | 0.5856 | 0.7041 |
268
+ | 0.1247 | 206.0 | 3296 | 0.5649 | 0.5588 | 0.8951 | 0.5219 | -1.0 | 0.5723 | 0.5577 | 0.5857 | 0.6878 | 0.6959 | -1.0 | 0.6957 | 0.7 | 0.5588 | 0.6959 |
269
+ | 0.1247 | 207.0 | 3312 | 0.5616 | 0.576 | 0.8963 | 0.6527 | -1.0 | 0.585 | 0.6229 | 0.5959 | 0.6959 | 0.7061 | -1.0 | 0.7043 | 0.75 | 0.576 | 0.7061 |
270
+ | 0.1247 | 208.0 | 3328 | 0.5515 | 0.5776 | 0.8961 | 0.6109 | -1.0 | 0.5863 | 0.6205 | 0.5959 | 0.7041 | 0.7102 | -1.0 | 0.7085 | 0.75 | 0.5776 | 0.7102 |
271
+ | 0.1247 | 209.0 | 3344 | 0.5557 | 0.5822 | 0.897 | 0.6612 | -1.0 | 0.5913 | 0.6221 | 0.6 | 0.6939 | 0.7041 | -1.0 | 0.7021 | 0.75 | 0.5822 | 0.7041 |
272
+ | 0.1247 | 210.0 | 3360 | 0.5514 | 0.592 | 0.897 | 0.6993 | -1.0 | 0.602 | 0.6171 | 0.6102 | 0.7102 | 0.7163 | -1.0 | 0.7149 | 0.75 | 0.592 | 0.7163 |
273
+ | 0.1247 | 211.0 | 3376 | 0.5511 | 0.5759 | 0.8998 | 0.6448 | -1.0 | 0.5858 | 0.6234 | 0.5959 | 0.7061 | 0.7122 | -1.0 | 0.7106 | 0.75 | 0.5759 | 0.7122 |
274
+ | 0.1247 | 212.0 | 3392 | 0.5632 | 0.5673 | 0.8953 | 0.6606 | -1.0 | 0.576 | 0.621 | 0.5918 | 0.6878 | 0.6918 | -1.0 | 0.6894 | 0.75 | 0.5673 | 0.6918 |
275
+ | 0.1247 | 213.0 | 3408 | 0.5605 | 0.5717 | 0.8976 | 0.6586 | -1.0 | 0.5801 | 0.6246 | 0.5939 | 0.6939 | 0.702 | -1.0 | 0.7 | 0.75 | 0.5717 | 0.702 |
276
+ | 0.1247 | 214.0 | 3424 | 0.5555 | 0.5842 | 0.8972 | 0.664 | -1.0 | 0.5886 | 0.6779 | 0.5939 | 0.7041 | 0.7082 | -1.0 | 0.7064 | 0.75 | 0.5842 | 0.7082 |
277
+ | 0.1247 | 215.0 | 3440 | 0.5625 | 0.575 | 0.9 | 0.5958 | -1.0 | 0.5838 | 0.6229 | 0.598 | 0.7082 | 0.7143 | -1.0 | 0.7128 | 0.75 | 0.575 | 0.7143 |
278
+ | 0.1247 | 216.0 | 3456 | 0.5607 | 0.5654 | 0.9018 | 0.5581 | -1.0 | 0.5743 | 0.6246 | 0.5878 | 0.702 | 0.7102 | -1.0 | 0.7085 | 0.75 | 0.5654 | 0.7102 |
279
+ | 0.1247 | 217.0 | 3472 | 0.5605 | 0.5711 | 0.9017 | 0.6079 | -1.0 | 0.5807 | 0.6232 | 0.5898 | 0.7 | 0.7061 | -1.0 | 0.7043 | 0.75 | 0.5711 | 0.7061 |
280
+ | 0.1247 | 218.0 | 3488 | 0.5551 | 0.5857 | 0.8953 | 0.6414 | -1.0 | 0.5954 | 0.6345 | 0.6 | 0.7041 | 0.7102 | -1.0 | 0.7064 | 0.8 | 0.5857 | 0.7102 |
281
+ | 0.0856 | 219.0 | 3504 | 0.5580 | 0.582 | 0.9004 | 0.6687 | -1.0 | 0.593 | 0.623 | 0.598 | 0.702 | 0.7102 | -1.0 | 0.7085 | 0.75 | 0.582 | 0.7102 |
282
+ | 0.0856 | 220.0 | 3520 | 0.5652 | 0.5724 | 0.8954 | 0.5901 | -1.0 | 0.5827 | 0.623 | 0.598 | 0.698 | 0.7082 | -1.0 | 0.7064 | 0.75 | 0.5724 | 0.7082 |
283
+ | 0.0856 | 221.0 | 3536 | 0.5548 | 0.5856 | 0.8969 | 0.6614 | -1.0 | 0.596 | 0.6248 | 0.6061 | 0.7041 | 0.7102 | -1.0 | 0.7085 | 0.75 | 0.5856 | 0.7102 |
284
+ | 0.0856 | 222.0 | 3552 | 0.5630 | 0.5797 | 0.8972 | 0.6941 | -1.0 | 0.5911 | 0.6237 | 0.598 | 0.698 | 0.7082 | -1.0 | 0.7064 | 0.75 | 0.5797 | 0.7082 |
285
+ | 0.0856 | 223.0 | 3568 | 0.5553 | 0.5746 | 0.8971 | 0.63 | -1.0 | 0.5848 | 0.6246 | 0.598 | 0.702 | 0.7061 | -1.0 | 0.7043 | 0.75 | 0.5746 | 0.7061 |
286
+ | 0.0856 | 224.0 | 3584 | 0.5503 | 0.5832 | 0.8982 | 0.6399 | -1.0 | 0.5947 | 0.6246 | 0.602 | 0.702 | 0.7082 | -1.0 | 0.7064 | 0.75 | 0.5832 | 0.7082 |
287
+ | 0.0856 | 225.0 | 3600 | 0.5666 | 0.5775 | 0.8949 | 0.6685 | -1.0 | 0.5881 | 0.6255 | 0.5959 | 0.6918 | 0.702 | -1.0 | 0.7 | 0.75 | 0.5775 | 0.702 |
288
+ | 0.0856 | 226.0 | 3616 | 0.5508 | 0.5826 | 0.8959 | 0.6879 | -1.0 | 0.5937 | 0.6209 | 0.602 | 0.7061 | 0.7143 | -1.0 | 0.7128 | 0.75 | 0.5826 | 0.7143 |
289
+ | 0.0856 | 227.0 | 3632 | 0.5517 | 0.5834 | 0.8948 | 0.6397 | -1.0 | 0.5952 | 0.6216 | 0.6 | 0.7041 | 0.7143 | -1.0 | 0.7128 | 0.75 | 0.5834 | 0.7143 |
290
+ | 0.0856 | 228.0 | 3648 | 0.5523 | 0.5817 | 0.8961 | 0.637 | -1.0 | 0.5903 | 0.6238 | 0.6 | 0.698 | 0.7082 | -1.0 | 0.7064 | 0.75 | 0.5817 | 0.7082 |
291
+ | 0.0856 | 229.0 | 3664 | 0.5517 | 0.5863 | 0.8964 | 0.6573 | -1.0 | 0.5963 | 0.6248 | 0.602 | 0.702 | 0.7122 | -1.0 | 0.7106 | 0.75 | 0.5863 | 0.7122 |
292
+ | 0.0856 | 230.0 | 3680 | 0.5596 | 0.5828 | 0.8964 | 0.6393 | -1.0 | 0.5926 | 0.6246 | 0.6 | 0.7 | 0.7082 | -1.0 | 0.7064 | 0.75 | 0.5828 | 0.7082 |
293
+ | 0.0856 | 231.0 | 3696 | 0.5562 | 0.5795 | 0.8974 | 0.6398 | -1.0 | 0.5901 | 0.624 | 0.5959 | 0.7041 | 0.7102 | -1.0 | 0.7085 | 0.75 | 0.5795 | 0.7102 |
294
+ | 0.0856 | 232.0 | 3712 | 0.5530 | 0.5813 | 0.8969 | 0.6379 | -1.0 | 0.5927 | 0.6238 | 0.598 | 0.698 | 0.7082 | -1.0 | 0.7064 | 0.75 | 0.5813 | 0.7082 |
295
+ | 0.0856 | 233.0 | 3728 | 0.5573 | 0.5826 | 0.8948 | 0.6394 | -1.0 | 0.5937 | 0.6232 | 0.602 | 0.7 | 0.7061 | -1.0 | 0.7043 | 0.75 | 0.5826 | 0.7061 |
296
+ | 0.0856 | 234.0 | 3744 | 0.5606 | 0.5755 | 0.8931 | 0.6373 | -1.0 | 0.5863 | 0.6237 | 0.5918 | 0.6898 | 0.698 | -1.0 | 0.6957 | 0.75 | 0.5755 | 0.698 |
297
+ | 0.0856 | 235.0 | 3760 | 0.5709 | 0.5814 | 0.897 | 0.6714 | -1.0 | 0.5908 | 0.621 | 0.5959 | 0.6959 | 0.702 | -1.0 | 0.7 | 0.75 | 0.5814 | 0.702 |
298
+ | 0.0856 | 236.0 | 3776 | 0.5540 | 0.582 | 0.8974 | 0.6564 | -1.0 | 0.5917 | 0.6244 | 0.598 | 0.6959 | 0.7041 | -1.0 | 0.7021 | 0.75 | 0.582 | 0.7041 |
299
+ | 0.0856 | 237.0 | 3792 | 0.5543 | 0.5822 | 0.8974 | 0.6072 | -1.0 | 0.5929 | 0.6232 | 0.6041 | 0.7122 | 0.7184 | -1.0 | 0.717 | 0.75 | 0.5822 | 0.7184 |
300
+ | 0.0856 | 238.0 | 3808 | 0.5567 | 0.5869 | 0.8976 | 0.6932 | -1.0 | 0.5974 | 0.623 | 0.602 | 0.698 | 0.7041 | -1.0 | 0.7021 | 0.75 | 0.5869 | 0.7041 |
301
+ | 0.0856 | 239.0 | 3824 | 0.5564 | 0.5838 | 0.8982 | 0.6363 | -1.0 | 0.5935 | 0.6232 | 0.598 | 0.6939 | 0.7041 | -1.0 | 0.7021 | 0.75 | 0.5838 | 0.7041 |
302
+ | 0.0856 | 240.0 | 3840 | 0.5636 | 0.5858 | 0.8971 | 0.6392 | -1.0 | 0.5978 | 0.6257 | 0.602 | 0.7122 | 0.7204 | -1.0 | 0.7191 | 0.75 | 0.5858 | 0.7204 |
303
+ | 0.0856 | 241.0 | 3856 | 0.5653 | 0.5822 | 0.8969 | 0.639 | -1.0 | 0.5938 | 0.6232 | 0.6 | 0.7122 | 0.7163 | -1.0 | 0.7149 | 0.75 | 0.5822 | 0.7163 |
304
+ | 0.0856 | 242.0 | 3872 | 0.5600 | 0.5828 | 0.8964 | 0.6273 | -1.0 | 0.5922 | 0.6208 | 0.5959 | 0.698 | 0.702 | -1.0 | 0.7 | 0.75 | 0.5828 | 0.702 |
305
+ | 0.0856 | 243.0 | 3888 | 0.5537 | 0.5768 | 0.8955 | 0.6677 | -1.0 | 0.5871 | 0.623 | 0.598 | 0.6939 | 0.698 | -1.0 | 0.6957 | 0.75 | 0.5768 | 0.698 |
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+
364
+
365
+ ### Framework versions
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+
367
+ - Transformers 4.42.4
368
+ - Pytorch 2.3.1+cu121
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+ - Datasets 2.20.0
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+ - Tokenizers 0.19.1
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