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segformer-b5-finetuned-terrain-jackal-morning-v0.1-v0
This model is a fine-tuned version of nvidia/mit-b5 on the sam1120/terrain-jackal-morning_v0.1 dataset. It achieves the following results on the evaluation set:
- Loss: 0.2199
- Mean Iou: 0.7061
- Mean Accuracy: 0.7562
- Overall Accuracy: 0.9807
- Accuracy Unlabeled: nan
- Accuracy Nat: 0.9943
- Accuracy Concrete: 0.9611
- Accuracy Grass: 0.9188
- Accuracy Speedway bricks: 0.9885
- Accuracy Steel: 0.8659
- Accuracy Rough concrete: 0.5917
- Accuracy Dark bricks: 0.5574
- Accuracy Road: 0.9875
- Accuracy Rough red sidewalk: 0.6769
- Accuracy Tiles: 0.0
- Accuracy Red bricks: 0.5488
- Accuracy Concrete tiles: 0.9830
- Accuracy Rest: nan
- Iou Unlabeled: nan
- Iou Nat: 0.9855
- Iou Concrete: 0.9039
- Iou Grass: 0.8612
- Iou Speedway bricks: 0.9751
- Iou Steel: 0.8171
- Iou Rough concrete: 0.5898
- Iou Dark bricks: 0.4952
- Iou Road: 0.9748
- Iou Rough red sidewalk: 0.3732
- Iou Tiles: 0.0
- Iou Red bricks: 0.5390
- Iou Concrete tiles: 0.9590
- Iou Rest: nan
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 30
- eval_batch_size: 30
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.05
- num_epochs: 8000
Training results
Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Accuracy Unlabeled | Accuracy Nat | Accuracy Concrete | Accuracy Grass | Accuracy Speedway bricks | Accuracy Steel | Accuracy Rough concrete | Accuracy Dark bricks | Accuracy Road | Accuracy Rough red sidewalk | Accuracy Tiles | Accuracy Red bricks | Accuracy Concrete tiles | Accuracy Rest | Iou Unlabeled | Iou Nat | Iou Concrete | Iou Grass | Iou Speedway bricks | Iou Steel | Iou Rough concrete | Iou Dark bricks | Iou Road | Iou Rough red sidewalk | Iou Tiles | Iou Red bricks | Iou Concrete tiles | Iou Rest |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2.2225 | 11.11 | 100 | 2.1419 | 0.0919 | 0.2015 | 0.4411 | nan | 0.3748 | 0.0410 | 0.2526 | 0.8357 | 0.0005 | 0.0 | 0.0236 | 0.7977 | 0.0197 | 0.0 | 0.0565 | 0.0162 | nan | 0.0 | 0.3723 | 0.0392 | 0.0335 | 0.5832 | 0.0003 | 0.0 | 0.0016 | 0.2329 | 0.0026 | 0.0 | 0.0103 | 0.0104 | 0.0 |
0.9568 | 22.22 | 200 | 0.9026 | 0.2376 | 0.3197 | 0.8742 | nan | 0.9542 | 0.6112 | 0.3619 | 0.9703 | 0.0001 | 0.0 | 0.0 | 0.9385 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.0 | 0.9408 | 0.4875 | 0.2287 | 0.7641 | 0.0001 | 0.0 | 0.0 | 0.6672 | 0.0 | 0.0 | 0.0 | 0.0 | nan |
0.6004 | 33.33 | 300 | 0.4850 | 0.2969 | 0.3493 | 0.9046 | nan | 0.9769 | 0.8133 | 0.5344 | 0.9389 | 0.0 | 0.0 | 0.0 | 0.9286 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | 0.9507 | 0.5905 | 0.4405 | 0.8378 | 0.0 | 0.0 | 0.0 | 0.7428 | 0.0 | 0.0 | 0.0 | 0.0 | nan |
0.5617 | 44.44 | 400 | 0.3767 | 0.3094 | 0.3558 | 0.9085 | nan | 0.9802 | 0.8305 | 0.5181 | 0.9440 | 0.0 | 0.0 | 0.0 | 0.9150 | 0.0 | 0.0 | 0.0 | 0.0816 | nan | nan | 0.9506 | 0.5949 | 0.4647 | 0.8405 | 0.0 | 0.0 | 0.0 | 0.7811 | 0.0 | 0.0 | 0.0 | 0.0816 | nan |
0.4211 | 55.56 | 500 | 0.3130 | 0.3841 | 0.4268 | 0.9205 | nan | 0.9832 | 0.8158 | 0.6158 | 0.9453 | 0.0706 | 0.0 | 0.0 | 0.9172 | 0.0 | 0.0 | 0.0 | 0.7741 | nan | nan | 0.9495 | 0.6603 | 0.5302 | 0.8507 | 0.0704 | 0.0 | 0.0 | 0.7811 | 0.0 | 0.0 | 0.0 | 0.7674 | nan |
0.4307 | 66.67 | 600 | 0.2682 | 0.4183 | 0.4585 | 0.9282 | nan | 0.9842 | 0.8418 | 0.6304 | 0.9559 | 0.1279 | 0.2018 | 0.0 | 0.9169 | 0.0 | 0.0 | 0.0 | 0.8432 | nan | nan | 0.9533 | 0.6954 | 0.5703 | 0.8712 | 0.1267 | 0.1987 | 0.0 | 0.7771 | 0.0 | 0.0 | 0.0 | 0.8264 | nan |
0.3119 | 77.78 | 700 | 0.2338 | 0.4469 | 0.4861 | 0.9350 | nan | 0.9837 | 0.8873 | 0.6260 | 0.9526 | 0.2869 | 0.2853 | 0.0 | 0.9340 | 0.0 | 0.0 | 0.0 | 0.8771 | nan | nan | 0.9563 | 0.7079 | 0.5528 | 0.8943 | 0.2770 | 0.2853 | 0.0 | 0.8393 | 0.0 | 0.0 | 0.0 | 0.8495 | nan |
0.2798 | 88.89 | 800 | 0.2165 | 0.4667 | 0.5054 | 0.9405 | nan | 0.9860 | 0.8573 | 0.6896 | 0.9651 | 0.3839 | 0.2982 | 0.0450 | 0.9521 | 0.0 | 0.0 | 0.0 | 0.8870 | nan | nan | 0.9588 | 0.7343 | 0.5915 | 0.8992 | 0.3634 | 0.2965 | 0.0370 | 0.8656 | 0.0 | 0.0 | 0.0 | 0.8537 | nan |
0.1833 | 100.0 | 900 | 0.1987 | 0.5011 | 0.5507 | 0.9432 | nan | 0.9849 | 0.8656 | 0.7115 | 0.9658 | 0.3433 | 0.5084 | 0.2728 | 0.9558 | 0.0686 | 0.0 | 0.0 | 0.9321 | nan | nan | 0.9601 | 0.7503 | 0.6013 | 0.9069 | 0.3297 | 0.4932 | 0.2018 | 0.8664 | 0.0410 | 0.0 | 0.0 | 0.8623 | nan |
0.2126 | 111.11 | 1000 | 0.1942 | 0.5191 | 0.5859 | 0.9429 | nan | 0.9777 | 0.8479 | 0.7729 | 0.9722 | 0.3962 | 0.6508 | 0.3360 | 0.9685 | 0.1676 | 0.0 | 0.0 | 0.9409 | nan | nan | 0.9598 | 0.7515 | 0.5889 | 0.9014 | 0.3742 | 0.5317 | 0.2799 | 0.8894 | 0.0914 | 0.0 | 0.0 | 0.8604 | nan |
0.1927 | 122.22 | 1100 | 0.1765 | 0.5175 | 0.5627 | 0.9468 | nan | 0.9842 | 0.8764 | 0.7678 | 0.9689 | 0.3997 | 0.5258 | 0.2461 | 0.9624 | 0.1344 | 0.0 | 0.0 | 0.8871 | nan | nan | 0.9632 | 0.7650 | 0.6253 | 0.9072 | 0.3804 | 0.5047 | 0.2376 | 0.8945 | 0.0753 | 0.0 | 0.0 | 0.8564 | nan |
0.1559 | 133.33 | 1200 | 0.1615 | 0.5494 | 0.6075 | 0.9502 | nan | 0.9867 | 0.8760 | 0.7129 | 0.9721 | 0.4184 | 0.6099 | 0.4216 | 0.9722 | 0.2103 | 0.0 | 0.1668 | 0.9427 | nan | nan | 0.9636 | 0.7830 | 0.6415 | 0.9156 | 0.3949 | 0.5547 | 0.3190 | 0.8955 | 0.1126 | 0.0 | 0.1658 | 0.8466 | nan |
0.1322 | 144.44 | 1300 | 0.1582 | 0.5473 | 0.5972 | 0.9512 | nan | 0.9876 | 0.8907 | 0.7540 | 0.9719 | 0.3426 | 0.4701 | 0.4197 | 0.9612 | 0.1576 | 0.0 | 0.2653 | 0.9460 | nan | nan | 0.9662 | 0.7876 | 0.6608 | 0.9139 | 0.3336 | 0.4653 | 0.3103 | 0.8977 | 0.0863 | 0.0 | 0.2587 | 0.8877 | nan |
0.1523 | 155.56 | 1400 | 0.1490 | 0.5790 | 0.6340 | 0.9536 | nan | 0.9849 | 0.8919 | 0.7861 | 0.9739 | 0.4420 | 0.5249 | 0.3919 | 0.9661 | 0.2969 | 0.0 | 0.4128 | 0.9360 | nan | nan | 0.9667 | 0.7904 | 0.6681 | 0.9217 | 0.4240 | 0.5117 | 0.3294 | 0.9050 | 0.1575 | 0.0 | 0.3860 | 0.8870 | nan |
0.1382 | 166.67 | 1500 | 0.1404 | 0.5967 | 0.6551 | 0.9578 | nan | 0.9871 | 0.9111 | 0.7994 | 0.9684 | 0.5594 | 0.5134 | 0.3484 | 0.9668 | 0.3695 | 0.0 | 0.4911 | 0.9468 | nan | nan | 0.9696 | 0.8054 | 0.7018 | 0.9299 | 0.5160 | 0.5042 | 0.2780 | 0.9154 | 0.1964 | 0.0 | 0.4381 | 0.9060 | nan |
0.1148 | 177.78 | 1600 | 0.1487 | 0.5785 | 0.6238 | 0.9561 | nan | 0.9888 | 0.9139 | 0.7428 | 0.9785 | 0.3892 | 0.4885 | 0.3021 | 0.9556 | 0.3058 | 0.0 | 0.4760 | 0.9439 | nan | nan | 0.9689 | 0.7991 | 0.6922 | 0.9239 | 0.3757 | 0.4822 | 0.2856 | 0.9200 | 0.1700 | 0.0 | 0.4408 | 0.8838 | nan |
0.1103 | 188.89 | 1700 | 0.1381 | 0.6050 | 0.6643 | 0.9580 | nan | 0.9871 | 0.9186 | 0.7852 | 0.9704 | 0.4345 | 0.6132 | 0.4210 | 0.9692 | 0.4045 | 0.0 | 0.5098 | 0.9581 | nan | nan | 0.9699 | 0.8065 | 0.7137 | 0.9274 | 0.4199 | 0.5740 | 0.3846 | 0.9223 | 0.2204 | 0.0 | 0.4122 | 0.9087 | nan |
0.11 | 200.0 | 1800 | 0.1354 | 0.6121 | 0.6598 | 0.9606 | nan | 0.9901 | 0.8930 | 0.8114 | 0.9788 | 0.5219 | 0.5285 | 0.3986 | 0.9753 | 0.3499 | 0.0 | 0.5245 | 0.9451 | nan | nan | 0.9701 | 0.8176 | 0.7337 | 0.9333 | 0.4942 | 0.5229 | 0.3741 | 0.9268 | 0.1938 | 0.0 | 0.4684 | 0.9106 | nan |
0.08 | 211.11 | 1900 | 0.1381 | 0.6149 | 0.6759 | 0.9602 | nan | 0.9863 | 0.9209 | 0.8039 | 0.9696 | 0.5848 | 0.5524 | 0.4324 | 0.9745 | 0.3824 | 0.0 | 0.5273 | 0.9756 | nan | nan | 0.9704 | 0.8168 | 0.7235 | 0.9373 | 0.5362 | 0.5406 | 0.3660 | 0.9136 | 0.2112 | 0.0 | 0.4668 | 0.8967 | nan |
0.0798 | 222.22 | 2000 | 0.1331 | 0.6185 | 0.6821 | 0.9616 | nan | 0.9872 | 0.9204 | 0.8191 | 0.9726 | 0.5998 | 0.5128 | 0.4072 | 0.9756 | 0.5407 | 0.0 | 0.4910 | 0.9582 | nan | nan | 0.9713 | 0.8214 | 0.7487 | 0.9386 | 0.5639 | 0.5038 | 0.3349 | 0.9177 | 0.2779 | 0.0 | 0.4559 | 0.8875 | nan |
0.0884 | 233.33 | 2100 | 0.1340 | 0.6148 | 0.6787 | 0.9609 | nan | 0.9851 | 0.9192 | 0.8521 | 0.9767 | 0.5189 | 0.4824 | 0.4232 | 0.9751 | 0.5557 | 0.0 | 0.5124 | 0.9430 | nan | nan | 0.9720 | 0.8160 | 0.7309 | 0.9367 | 0.4911 | 0.4767 | 0.3645 | 0.9299 | 0.2814 | 0.0 | 0.4747 | 0.9040 | nan |
0.0789 | 244.44 | 2200 | 0.1290 | 0.6215 | 0.6850 | 0.9624 | nan | 0.9869 | 0.9181 | 0.8145 | 0.9795 | 0.5908 | 0.5412 | 0.4309 | 0.9709 | 0.4644 | 0.0 | 0.5491 | 0.9737 | nan | nan | 0.9719 | 0.8223 | 0.7374 | 0.9416 | 0.5560 | 0.5344 | 0.3563 | 0.9301 | 0.2331 | 0.0 | 0.4673 | 0.9075 | nan |
0.0797 | 255.56 | 2300 | 0.1315 | 0.6075 | 0.6751 | 0.9614 | nan | 0.9879 | 0.8918 | 0.8167 | 0.9846 | 0.5303 | 0.5465 | 0.4508 | 0.9792 | 0.3877 | 0.0 | 0.5505 | 0.9746 | nan | nan | 0.9720 | 0.8248 | 0.7305 | 0.9368 | 0.5091 | 0.5401 | 0.2780 | 0.9265 | 0.2056 | 0.0 | 0.4693 | 0.8974 | nan |
0.0676 | 266.67 | 2400 | 0.1226 | 0.6328 | 0.6918 | 0.9648 | nan | 0.9884 | 0.9107 | 0.8275 | 0.9847 | 0.6152 | 0.5675 | 0.4557 | 0.9764 | 0.4509 | 0.0 | 0.5550 | 0.9691 | nan | nan | 0.9738 | 0.8333 | 0.7571 | 0.9437 | 0.5761 | 0.5552 | 0.3912 | 0.9349 | 0.2278 | 0.0 | 0.4896 | 0.9113 | nan |
0.0718 | 277.78 | 2500 | 0.1352 | 0.6167 | 0.6718 | 0.9628 | nan | 0.9870 | 0.9308 | 0.8116 | 0.9807 | 0.5549 | 0.4767 | 0.4422 | 0.9734 | 0.4516 | 0.0 | 0.5016 | 0.9510 | nan | nan | 0.9733 | 0.8220 | 0.7326 | 0.9428 | 0.5286 | 0.4738 | 0.3802 | 0.9321 | 0.2368 | 0.0 | 0.4734 | 0.9046 | nan |
0.0717 | 288.89 | 2600 | 0.1223 | 0.6269 | 0.6803 | 0.9653 | nan | 0.9904 | 0.9192 | 0.8204 | 0.9797 | 0.6543 | 0.5207 | 0.4245 | 0.9721 | 0.3761 | 0.0 | 0.5364 | 0.9694 | nan | nan | 0.9741 | 0.8329 | 0.7494 | 0.9454 | 0.6080 | 0.5158 | 0.3438 | 0.9437 | 0.2007 | 0.0 | 0.4982 | 0.9106 | nan |
0.0635 | 300.0 | 2700 | 0.1227 | 0.6365 | 0.6915 | 0.9657 | nan | 0.9895 | 0.9205 | 0.8523 | 0.9765 | 0.6413 | 0.5627 | 0.4292 | 0.9777 | 0.4813 | 0.0 | 0.4948 | 0.9722 | nan | nan | 0.9740 | 0.8371 | 0.7563 | 0.9464 | 0.6035 | 0.5587 | 0.3847 | 0.9397 | 0.2471 | 0.0 | 0.4726 | 0.9179 | nan |
0.0638 | 311.11 | 2800 | 0.1238 | 0.6375 | 0.6967 | 0.9658 | nan | 0.9897 | 0.9171 | 0.8281 | 0.9806 | 0.6461 | 0.5466 | 0.4692 | 0.9771 | 0.4923 | 0.0 | 0.5394 | 0.9741 | nan | nan | 0.9744 | 0.8384 | 0.7590 | 0.9444 | 0.6069 | 0.5412 | 0.3751 | 0.9395 | 0.2520 | 0.0 | 0.5023 | 0.9163 | nan |
0.0655 | 322.22 | 2900 | 0.1281 | 0.6218 | 0.6669 | 0.9650 | nan | 0.9874 | 0.9302 | 0.8118 | 0.9847 | 0.6444 | 0.4638 | 0.4143 | 0.9849 | 0.3797 | 0.0 | 0.4470 | 0.9543 | nan | nan | 0.9747 | 0.8312 | 0.7509 | 0.9448 | 0.6122 | 0.4622 | 0.3925 | 0.9342 | 0.2216 | 0.0 | 0.4287 | 0.9083 | nan |
0.0473 | 333.33 | 3000 | 0.1232 | 0.6382 | 0.6965 | 0.9666 | nan | 0.9882 | 0.9299 | 0.8743 | 0.9767 | 0.6722 | 0.4793 | 0.4615 | 0.9774 | 0.4953 | 0.0 | 0.5363 | 0.9667 | nan | nan | 0.9758 | 0.8372 | 0.7706 | 0.9476 | 0.6263 | 0.4781 | 0.4077 | 0.9432 | 0.2479 | 0.0 | 0.5042 | 0.9192 | nan |
0.0456 | 344.44 | 3100 | 0.1248 | 0.6425 | 0.6954 | 0.9660 | nan | 0.9891 | 0.9279 | 0.8146 | 0.9804 | 0.6418 | 0.6511 | 0.4247 | 0.9758 | 0.4577 | 0.0 | 0.5167 | 0.9643 | nan | nan | 0.9748 | 0.8343 | 0.7519 | 0.9468 | 0.5982 | 0.6370 | 0.3756 | 0.9410 | 0.2357 | 0.0 | 0.4979 | 0.9164 | nan |
0.0616 | 355.56 | 3200 | 0.1168 | 0.6532 | 0.7030 | 0.9684 | nan | 0.9896 | 0.9262 | 0.8652 | 0.9813 | 0.6943 | 0.5852 | 0.4440 | 0.9784 | 0.4688 | 0.0 | 0.5397 | 0.9638 | nan | nan | 0.9768 | 0.8482 | 0.7774 | 0.9473 | 0.6404 | 0.5794 | 0.4234 | 0.9474 | 0.2483 | 0.0 | 0.5151 | 0.9351 | nan |
0.055 | 366.67 | 3300 | 0.1282 | 0.6300 | 0.6783 | 0.9666 | nan | 0.9901 | 0.9291 | 0.8390 | 0.9828 | 0.6769 | 0.3699 | 0.4751 | 0.9743 | 0.4246 | 0.0 | 0.5345 | 0.9431 | nan | nan | 0.9765 | 0.8369 | 0.7642 | 0.9460 | 0.6204 | 0.3695 | 0.4417 | 0.9473 | 0.2334 | 0.0 | 0.5074 | 0.9167 | nan |
0.0522 | 377.78 | 3400 | 0.1170 | 0.6563 | 0.7070 | 0.9689 | nan | 0.9889 | 0.9216 | 0.8634 | 0.9881 | 0.6722 | 0.6288 | 0.4971 | 0.9776 | 0.4147 | 0.0 | 0.5499 | 0.9823 | nan | nan | 0.9765 | 0.8548 | 0.7804 | 0.9479 | 0.6338 | 0.6197 | 0.4618 | 0.9491 | 0.2230 | 0.0 | 0.5087 | 0.9201 | nan |
0.046 | 388.89 | 3500 | 0.1201 | 0.6464 | 0.7000 | 0.9683 | nan | 0.9890 | 0.9263 | 0.8678 | 0.9810 | 0.6925 | 0.5074 | 0.4605 | 0.9851 | 0.4781 | 0.0 | 0.5309 | 0.9812 | nan | nan | 0.9763 | 0.8495 | 0.7844 | 0.9484 | 0.6551 | 0.5039 | 0.4174 | 0.9449 | 0.2513 | 0.0 | 0.5091 | 0.9161 | nan |
0.0438 | 400.0 | 3600 | 0.1198 | 0.6537 | 0.7027 | 0.9696 | nan | 0.9902 | 0.9280 | 0.8658 | 0.9854 | 0.6889 | 0.4989 | 0.5071 | 0.9802 | 0.4624 | 0.0 | 0.5447 | 0.9815 | nan | nan | 0.9766 | 0.8546 | 0.7878 | 0.9540 | 0.6516 | 0.4975 | 0.4851 | 0.9503 | 0.2582 | 0.0 | 0.5114 | 0.9169 | nan |
0.0452 | 411.11 | 3700 | 0.1196 | 0.6570 | 0.7185 | 0.9693 | nan | 0.9879 | 0.9356 | 0.8837 | 0.9814 | 0.7068 | 0.5165 | 0.5353 | 0.9800 | 0.5698 | 0.0 | 0.5452 | 0.9803 | nan | nan | 0.9773 | 0.8538 | 0.7817 | 0.9513 | 0.6509 | 0.5155 | 0.4772 | 0.9520 | 0.2851 | 0.0 | 0.5134 | 0.9253 | nan |
0.046 | 422.22 | 3800 | 0.1229 | 0.6500 | 0.7061 | 0.9694 | nan | 0.9905 | 0.9390 | 0.8573 | 0.9823 | 0.6868 | 0.4947 | 0.5312 | 0.9738 | 0.4998 | 0.0 | 0.5500 | 0.9677 | nan | nan | 0.9777 | 0.8507 | 0.7828 | 0.9546 | 0.6435 | 0.4944 | 0.4469 | 0.9503 | 0.2540 | 0.0 | 0.5134 | 0.9311 | nan |
0.0454 | 433.33 | 3900 | 0.1184 | 0.6609 | 0.7220 | 0.9705 | nan | 0.9895 | 0.9305 | 0.8877 | 0.9855 | 0.7182 | 0.5109 | 0.5270 | 0.9781 | 0.6264 | 0.0 | 0.5420 | 0.9683 | nan | nan | 0.9780 | 0.8574 | 0.7940 | 0.9538 | 0.6687 | 0.5080 | 0.4553 | 0.9566 | 0.3138 | 0.0 | 0.5178 | 0.9276 | nan |
0.0412 | 444.44 | 4000 | 0.1250 | 0.6406 | 0.6939 | 0.9702 | nan | 0.9922 | 0.9300 | 0.8544 | 0.9855 | 0.7194 | 0.3655 | 0.5324 | 0.9823 | 0.4627 | 0.0 | 0.5438 | 0.9588 | nan | nan | 0.9786 | 0.8612 | 0.7926 | 0.9505 | 0.6788 | 0.3647 | 0.4038 | 0.9546 | 0.2511 | 0.0 | 0.5220 | 0.9293 | nan |
0.0376 | 455.56 | 4100 | 0.1222 | 0.6390 | 0.7045 | 0.9704 | nan | 0.9914 | 0.9349 | 0.8720 | 0.9826 | 0.7187 | 0.3338 | 0.5489 | 0.9822 | 0.5672 | 0.0 | 0.5399 | 0.9824 | nan | nan | 0.9786 | 0.8671 | 0.7959 | 0.9518 | 0.6718 | 0.3331 | 0.3808 | 0.9560 | 0.2908 | 0.0 | 0.5202 | 0.9216 | nan |
0.0424 | 466.67 | 4200 | 0.1173 | 0.6570 | 0.7123 | 0.9709 | nan | 0.9903 | 0.9298 | 0.8864 | 0.9872 | 0.6900 | 0.5378 | 0.5191 | 0.9796 | 0.5111 | 0.0 | 0.5473 | 0.9691 | nan | nan | 0.9786 | 0.8631 | 0.7946 | 0.9541 | 0.6513 | 0.5372 | 0.4296 | 0.9541 | 0.2691 | 0.0 | 0.5232 | 0.9292 | nan |
0.0364 | 477.78 | 4300 | 0.1193 | 0.6532 | 0.6997 | 0.9709 | nan | 0.9911 | 0.9383 | 0.8652 | 0.9855 | 0.7273 | 0.4681 | 0.4805 | 0.9755 | 0.4604 | 0.0 | 0.5278 | 0.9761 | nan | nan | 0.9782 | 0.8592 | 0.7851 | 0.9566 | 0.6793 | 0.4671 | 0.4483 | 0.9554 | 0.2558 | 0.0 | 0.5168 | 0.9362 | nan |
0.038 | 488.89 | 4400 | 0.1220 | 0.6608 | 0.7110 | 0.9707 | nan | 0.9892 | 0.9393 | 0.8811 | 0.9841 | 0.7038 | 0.5478 | 0.4750 | 0.9815 | 0.5170 | 0.0 | 0.5458 | 0.9678 | nan | nan | 0.9782 | 0.8578 | 0.7959 | 0.9536 | 0.6637 | 0.5460 | 0.4585 | 0.9539 | 0.2728 | 0.0 | 0.5261 | 0.9230 | nan |
0.04 | 500.0 | 4500 | 0.1211 | 0.6630 | 0.7090 | 0.9711 | nan | 0.9899 | 0.9473 | 0.8670 | 0.9833 | 0.7122 | 0.5486 | 0.5096 | 0.9777 | 0.4603 | 0.0 | 0.5338 | 0.9784 | nan | nan | 0.9785 | 0.8574 | 0.7915 | 0.9559 | 0.6770 | 0.5467 | 0.4920 | 0.9560 | 0.2476 | 0.0 | 0.5157 | 0.9381 | nan |
0.0351 | 511.11 | 4600 | 0.1135 | 0.6722 | 0.7260 | 0.9722 | nan | 0.9912 | 0.9400 | 0.8675 | 0.9839 | 0.7287 | 0.5848 | 0.5376 | 0.9813 | 0.5822 | 0.0 | 0.5448 | 0.9704 | nan | nan | 0.9790 | 0.8700 | 0.7995 | 0.9550 | 0.6745 | 0.5817 | 0.4890 | 0.9584 | 0.2957 | 0.0 | 0.5225 | 0.9404 | nan |
0.0315 | 522.22 | 4700 | 0.1220 | 0.6628 | 0.7114 | 0.9711 | nan | 0.9898 | 0.9449 | 0.8781 | 0.9822 | 0.7196 | 0.5311 | 0.5155 | 0.9796 | 0.4899 | 0.0 | 0.5382 | 0.9676 | nan | nan | 0.9789 | 0.8593 | 0.7893 | 0.9542 | 0.6743 | 0.5302 | 0.4882 | 0.9567 | 0.2650 | 0.0 | 0.5246 | 0.9332 | nan |
0.0313 | 533.33 | 4800 | 0.1224 | 0.6649 | 0.7147 | 0.9720 | nan | 0.9908 | 0.9381 | 0.8890 | 0.9852 | 0.7279 | 0.5065 | 0.5064 | 0.9792 | 0.5333 | 0.0 | 0.5430 | 0.9765 | nan | nan | 0.9797 | 0.8660 | 0.8018 | 0.9545 | 0.6774 | 0.5039 | 0.4869 | 0.9594 | 0.2835 | 0.0 | 0.5228 | 0.9429 | nan |
0.0315 | 544.44 | 4900 | 0.1243 | 0.6667 | 0.7160 | 0.9722 | nan | 0.9916 | 0.9349 | 0.8632 | 0.9881 | 0.7422 | 0.5027 | 0.5153 | 0.9789 | 0.5555 | 0.0 | 0.5393 | 0.9797 | nan | nan | 0.9792 | 0.8680 | 0.7971 | 0.9557 | 0.6979 | 0.5000 | 0.4929 | 0.9572 | 0.2906 | 0.0 | 0.5246 | 0.9367 | nan |
0.0349 | 555.56 | 5000 | 0.1238 | 0.6651 | 0.7124 | 0.9721 | nan | 0.9922 | 0.9423 | 0.8638 | 0.9833 | 0.7489 | 0.5129 | 0.5065 | 0.9754 | 0.4930 | 0.0 | 0.5525 | 0.9786 | nan | nan | 0.9790 | 0.8679 | 0.7949 | 0.9562 | 0.6936 | 0.5110 | 0.4844 | 0.9590 | 0.2723 | 0.0 | 0.5157 | 0.9467 | nan |
0.0293 | 566.67 | 5100 | 0.1199 | 0.6637 | 0.7125 | 0.9726 | nan | 0.9919 | 0.9440 | 0.8762 | 0.9826 | 0.7363 | 0.5190 | 0.4883 | 0.9799 | 0.5002 | 0.0 | 0.5449 | 0.9874 | nan | nan | 0.9797 | 0.8683 | 0.8038 | 0.9577 | 0.6916 | 0.5176 | 0.4507 | 0.9579 | 0.2723 | 0.0 | 0.5249 | 0.9395 | nan |
0.0408 | 577.78 | 5200 | 0.1156 | 0.6685 | 0.7165 | 0.9727 | nan | 0.9910 | 0.9410 | 0.8917 | 0.9867 | 0.7074 | 0.5215 | 0.5255 | 0.9808 | 0.5345 | 0.0 | 0.5460 | 0.9720 | nan | nan | 0.9802 | 0.8678 | 0.8021 | 0.9567 | 0.6684 | 0.5206 | 0.4937 | 0.9604 | 0.2933 | 0.0 | 0.5323 | 0.9460 | nan |
0.0332 | 588.89 | 5300 | 0.1186 | 0.6630 | 0.7141 | 0.9729 | nan | 0.9918 | 0.9407 | 0.8772 | 0.9866 | 0.7257 | 0.5121 | 0.4762 | 0.9807 | 0.5613 | 0.0 | 0.5376 | 0.9791 | nan | nan | 0.9803 | 0.8704 | 0.7966 | 0.9575 | 0.6799 | 0.5086 | 0.4175 | 0.9623 | 0.3054 | 0.0 | 0.5266 | 0.9513 | nan |
0.0295 | 600.0 | 5400 | 0.1179 | 0.6704 | 0.7206 | 0.9735 | nan | 0.9919 | 0.9396 | 0.8864 | 0.9856 | 0.7413 | 0.5272 | 0.5126 | 0.9845 | 0.5494 | 0.0 | 0.5481 | 0.9807 | nan | nan | 0.9807 | 0.8710 | 0.8097 | 0.9594 | 0.6902 | 0.5254 | 0.4762 | 0.9608 | 0.2954 | 0.0 | 0.5312 | 0.9450 | nan |
0.03 | 611.11 | 5500 | 0.1228 | 0.6671 | 0.7199 | 0.9729 | nan | 0.9908 | 0.9495 | 0.8913 | 0.9824 | 0.7355 | 0.4970 | 0.5381 | 0.9823 | 0.5573 | 0.0 | 0.5438 | 0.9707 | nan | nan | 0.9805 | 0.8666 | 0.8062 | 0.9588 | 0.6881 | 0.4954 | 0.4855 | 0.9610 | 0.2957 | 0.0 | 0.5262 | 0.9413 | nan |
0.0295 | 622.22 | 5600 | 0.1239 | 0.6650 | 0.7123 | 0.9730 | nan | 0.9927 | 0.9397 | 0.8791 | 0.9842 | 0.7220 | 0.4852 | 0.5356 | 0.9828 | 0.4924 | 0.0 | 0.5488 | 0.9849 | nan | nan | 0.9807 | 0.8704 | 0.8078 | 0.9561 | 0.6772 | 0.4822 | 0.4959 | 0.9609 | 0.2727 | 0.0 | 0.5277 | 0.9481 | nan |
0.0256 | 633.33 | 5700 | 0.1214 | 0.6613 | 0.7154 | 0.9729 | nan | 0.9914 | 0.9429 | 0.8921 | 0.9848 | 0.7104 | 0.5013 | 0.5501 | 0.9845 | 0.5150 | 0.0 | 0.5405 | 0.9720 | nan | nan | 0.9807 | 0.8711 | 0.8119 | 0.9573 | 0.6694 | 0.4981 | 0.4422 | 0.9589 | 0.2822 | 0.0 | 0.5231 | 0.9404 | nan |
0.0271 | 644.44 | 5800 | 0.1241 | 0.6678 | 0.7167 | 0.9732 | nan | 0.9928 | 0.9413 | 0.8652 | 0.9856 | 0.7280 | 0.5268 | 0.5322 | 0.9828 | 0.5431 | 0.0 | 0.5324 | 0.9705 | nan | nan | 0.9806 | 0.8738 | 0.8049 | 0.9547 | 0.6865 | 0.5227 | 0.4672 | 0.9635 | 0.2947 | 0.0 | 0.5198 | 0.9449 | nan |
0.0289 | 655.56 | 5900 | 0.1220 | 0.6724 | 0.7216 | 0.9736 | nan | 0.9914 | 0.9479 | 0.8846 | 0.9856 | 0.7504 | 0.5495 | 0.5200 | 0.9787 | 0.5395 | 0.0 | 0.5373 | 0.9749 | nan | nan | 0.9813 | 0.8685 | 0.8047 | 0.9596 | 0.7044 | 0.5464 | 0.4864 | 0.9635 | 0.2866 | 0.0 | 0.5247 | 0.9423 | nan |
0.0257 | 666.67 | 6000 | 0.1220 | 0.6702 | 0.7176 | 0.9734 | nan | 0.9925 | 0.9460 | 0.8703 | 0.9848 | 0.7384 | 0.5276 | 0.5127 | 0.9792 | 0.5300 | 0.0 | 0.5439 | 0.9858 | nan | nan | 0.9806 | 0.8709 | 0.8072 | 0.9586 | 0.6914 | 0.5262 | 0.4810 | 0.9622 | 0.2927 | 0.0 | 0.5293 | 0.9427 | nan |
0.0302 | 677.78 | 6100 | 0.1249 | 0.6632 | 0.7158 | 0.9732 | nan | 0.9926 | 0.9463 | 0.8779 | 0.9827 | 0.7353 | 0.4632 | 0.5410 | 0.9813 | 0.5460 | 0.0 | 0.5398 | 0.9839 | nan | nan | 0.9815 | 0.8670 | 0.8134 | 0.9575 | 0.6910 | 0.4618 | 0.4536 | 0.9601 | 0.2988 | 0.0 | 0.5277 | 0.9454 | nan |
0.0303 | 688.89 | 6200 | 0.1291 | 0.6657 | 0.7122 | 0.9726 | nan | 0.9929 | 0.9413 | 0.8621 | 0.9847 | 0.7198 | 0.5062 | 0.5065 | 0.9816 | 0.5471 | 0.0 | 0.5377 | 0.9663 | nan | nan | 0.9802 | 0.8690 | 0.7923 | 0.9575 | 0.6731 | 0.5047 | 0.4845 | 0.9607 | 0.2990 | 0.0 | 0.5270 | 0.9406 | nan |
0.03 | 700.0 | 6300 | 0.1219 | 0.6720 | 0.7197 | 0.9739 | nan | 0.9915 | 0.9448 | 0.8965 | 0.9888 | 0.7128 | 0.5215 | 0.4943 | 0.9796 | 0.5857 | 0.0 | 0.5392 | 0.9814 | nan | nan | 0.9817 | 0.8749 | 0.8176 | 0.9566 | 0.6756 | 0.5193 | 0.4765 | 0.9628 | 0.3188 | 0.0 | 0.5285 | 0.9519 | nan |
0.0266 | 711.11 | 6400 | 0.1229 | 0.6766 | 0.7267 | 0.9736 | nan | 0.9912 | 0.9409 | 0.8972 | 0.9891 | 0.7112 | 0.5624 | 0.5293 | 0.9767 | 0.5986 | 0.0 | 0.5487 | 0.9751 | nan | nan | 0.9811 | 0.8756 | 0.8114 | 0.9554 | 0.6722 | 0.5591 | 0.5078 | 0.9625 | 0.3223 | 0.0 | 0.5312 | 0.9408 | nan |
0.0267 | 722.22 | 6500 | 0.1193 | 0.6682 | 0.7190 | 0.9741 | nan | 0.9929 | 0.9445 | 0.8906 | 0.9827 | 0.7638 | 0.5169 | 0.5082 | 0.9823 | 0.5274 | 0.0 | 0.5469 | 0.9721 | nan | nan | 0.9814 | 0.8756 | 0.8184 | 0.9583 | 0.6975 | 0.5145 | 0.4335 | 0.9643 | 0.2961 | 0.0 | 0.5333 | 0.9452 | nan |
0.0284 | 733.33 | 6600 | 0.1245 | 0.6729 | 0.7231 | 0.9739 | nan | 0.9910 | 0.9488 | 0.8933 | 0.9867 | 0.7236 | 0.5263 | 0.5354 | 0.9832 | 0.5768 | 0.0 | 0.5387 | 0.9730 | nan | nan | 0.9814 | 0.8722 | 0.8102 | 0.9602 | 0.6883 | 0.5223 | 0.4895 | 0.9625 | 0.3174 | 0.0 | 0.5280 | 0.9430 | nan |
0.0269 | 744.44 | 6700 | 0.1153 | 0.6772 | 0.7260 | 0.9745 | nan | 0.9915 | 0.9455 | 0.8939 | 0.9864 | 0.7424 | 0.5555 | 0.5207 | 0.9861 | 0.5545 | 0.0 | 0.5483 | 0.9869 | nan | nan | 0.9814 | 0.8779 | 0.8159 | 0.9597 | 0.6965 | 0.5532 | 0.4931 | 0.9651 | 0.3053 | 0.0 | 0.5323 | 0.9465 | nan |
0.0223 | 755.56 | 6800 | 0.1211 | 0.6754 | 0.7231 | 0.9743 | nan | 0.9919 | 0.9487 | 0.8887 | 0.9857 | 0.7406 | 0.5458 | 0.5121 | 0.9811 | 0.5671 | 0.0 | 0.5368 | 0.9782 | nan | nan | 0.9817 | 0.8773 | 0.8141 | 0.9572 | 0.6915 | 0.5408 | 0.4920 | 0.9665 | 0.3143 | 0.0 | 0.5293 | 0.9396 | nan |
0.0283 | 766.67 | 6900 | 0.1199 | 0.6792 | 0.7315 | 0.9748 | nan | 0.9923 | 0.9481 | 0.8826 | 0.9852 | 0.7619 | 0.5756 | 0.5527 | 0.9835 | 0.5746 | 0.0 | 0.5447 | 0.9772 | nan | nan | 0.9817 | 0.8765 | 0.8144 | 0.9616 | 0.7105 | 0.5716 | 0.4747 | 0.9655 | 0.3162 | 0.0 | 0.5335 | 0.9438 | nan |
0.0251 | 777.78 | 7000 | 0.1241 | 0.6695 | 0.7167 | 0.9742 | nan | 0.9920 | 0.9472 | 0.8946 | 0.9855 | 0.7586 | 0.4189 | 0.5308 | 0.9856 | 0.5680 | 0.0 | 0.5381 | 0.9813 | nan | nan | 0.9819 | 0.8819 | 0.8199 | 0.9539 | 0.7108 | 0.4176 | 0.5072 | 0.9664 | 0.3145 | 0.0 | 0.5283 | 0.9519 | nan |
0.0264 | 788.89 | 7100 | 0.1304 | 0.6743 | 0.7208 | 0.9742 | nan | 0.9925 | 0.9446 | 0.8754 | 0.9864 | 0.7431 | 0.4989 | 0.5373 | 0.9856 | 0.5585 | 0.0 | 0.5426 | 0.9851 | nan | nan | 0.9816 | 0.8747 | 0.8060 | 0.9592 | 0.6978 | 0.4960 | 0.5179 | 0.9640 | 0.3110 | 0.0 | 0.5310 | 0.9529 | nan |
0.0285 | 800.0 | 7200 | 0.1265 | 0.6800 | 0.7288 | 0.9749 | nan | 0.9921 | 0.9481 | 0.8862 | 0.9874 | 0.7388 | 0.5415 | 0.5267 | 0.9831 | 0.6113 | 0.0 | 0.5482 | 0.9822 | nan | nan | 0.9821 | 0.8780 | 0.8157 | 0.9600 | 0.6925 | 0.5380 | 0.5075 | 0.9667 | 0.3359 | 0.0 | 0.5344 | 0.9497 | nan |
0.0228 | 811.11 | 7300 | 0.1243 | 0.6751 | 0.7202 | 0.9747 | nan | 0.9934 | 0.9433 | 0.8724 | 0.9894 | 0.7203 | 0.5252 | 0.5244 | 0.9813 | 0.5627 | 0.0 | 0.5462 | 0.9840 | nan | nan | 0.9820 | 0.8789 | 0.8141 | 0.9587 | 0.6836 | 0.5211 | 0.4986 | 0.9657 | 0.3113 | 0.0 | 0.5342 | 0.9529 | nan |
0.0249 | 822.22 | 7400 | 0.1299 | 0.6797 | 0.7276 | 0.9748 | nan | 0.9924 | 0.9509 | 0.8802 | 0.9851 | 0.7559 | 0.5213 | 0.5125 | 0.9841 | 0.6262 | 0.0 | 0.5431 | 0.9789 | nan | nan | 0.9820 | 0.8729 | 0.8132 | 0.9621 | 0.7151 | 0.5193 | 0.4985 | 0.9648 | 0.3444 | 0.0 | 0.5316 | 0.9525 | nan |
0.0229 | 833.33 | 7500 | 0.1208 | 0.6809 | 0.7282 | 0.9752 | nan | 0.9927 | 0.9469 | 0.8871 | 0.9868 | 0.7445 | 0.5495 | 0.5241 | 0.9852 | 0.5917 | 0.0 | 0.5439 | 0.9860 | nan | nan | 0.9823 | 0.8803 | 0.8209 | 0.9606 | 0.6961 | 0.5450 | 0.5061 | 0.9654 | 0.3261 | 0.0 | 0.5304 | 0.9576 | nan |
0.0238 | 844.44 | 7600 | 0.1260 | 0.6799 | 0.7277 | 0.9748 | nan | 0.9928 | 0.9487 | 0.8793 | 0.9841 | 0.7621 | 0.5350 | 0.5300 | 0.9850 | 0.5935 | 0.0 | 0.5394 | 0.9828 | nan | nan | 0.9819 | 0.8746 | 0.8116 | 0.9619 | 0.7145 | 0.5309 | 0.5086 | 0.9643 | 0.3259 | 0.0 | 0.5294 | 0.9554 | nan |
0.0214 | 855.56 | 7700 | 0.1308 | 0.6731 | 0.7259 | 0.9743 | nan | 0.9920 | 0.9467 | 0.8897 | 0.9869 | 0.7360 | 0.4670 | 0.5273 | 0.9842 | 0.6582 | 0.0 | 0.5472 | 0.9755 | nan | nan | 0.9821 | 0.8782 | 0.8137 | 0.9580 | 0.6913 | 0.4654 | 0.4878 | 0.9643 | 0.3550 | 0.0 | 0.5346 | 0.9469 | nan |
0.0218 | 866.67 | 7800 | 0.1290 | 0.6703 | 0.7164 | 0.9747 | nan | 0.9921 | 0.9509 | 0.8913 | 0.9862 | 0.7552 | 0.4505 | 0.5148 | 0.9845 | 0.5456 | 0.0 | 0.5427 | 0.9823 | nan | nan | 0.9822 | 0.8739 | 0.8157 | 0.9620 | 0.7133 | 0.4492 | 0.4918 | 0.9656 | 0.3053 | 0.0 | 0.5301 | 0.9541 | nan |
0.0249 | 877.78 | 7900 | 0.1203 | 0.6760 | 0.7316 | 0.9756 | nan | 0.9933 | 0.9482 | 0.8833 | 0.9846 | 0.7940 | 0.4940 | 0.5563 | 0.9860 | 0.6175 | 0.0 | 0.5347 | 0.9871 | nan | nan | 0.9823 | 0.8802 | 0.8201 | 0.9643 | 0.7401 | 0.4915 | 0.4485 | 0.9649 | 0.3403 | 0.0 | 0.5270 | 0.9533 | nan |
0.0212 | 888.89 | 8000 | 0.1241 | 0.6777 | 0.7274 | 0.9752 | nan | 0.9910 | 0.9539 | 0.9100 | 0.9865 | 0.7537 | 0.5007 | 0.5463 | 0.9844 | 0.5795 | 0.0 | 0.5432 | 0.9790 | nan | nan | 0.9824 | 0.8801 | 0.8194 | 0.9616 | 0.7079 | 0.4999 | 0.5121 | 0.9683 | 0.3198 | 0.0 | 0.5324 | 0.9490 | nan |
0.0219 | 900.0 | 8100 | 0.1253 | 0.6767 | 0.7264 | 0.9752 | nan | 0.9920 | 0.9492 | 0.8971 | 0.9868 | 0.7613 | 0.5114 | 0.5168 | 0.9835 | 0.5962 | 0.0 | 0.5395 | 0.9836 | nan | nan | 0.9824 | 0.8759 | 0.8145 | 0.9633 | 0.7172 | 0.5097 | 0.4750 | 0.9672 | 0.3283 | 0.0 | 0.5297 | 0.9567 | nan |
0.021 | 911.11 | 8200 | 0.1240 | 0.6820 | 0.7273 | 0.9757 | nan | 0.9929 | 0.9499 | 0.8858 | 0.9873 | 0.7480 | 0.5453 | 0.5352 | 0.9863 | 0.5762 | 0.0 | 0.5362 | 0.9840 | nan | nan | 0.9825 | 0.8804 | 0.8214 | 0.9631 | 0.7046 | 0.5417 | 0.5163 | 0.9685 | 0.3218 | 0.0 | 0.5285 | 0.9551 | nan |
0.0207 | 922.22 | 8300 | 0.1258 | 0.6798 | 0.7308 | 0.9757 | nan | 0.9928 | 0.9490 | 0.8987 | 0.9882 | 0.7410 | 0.5271 | 0.5543 | 0.9809 | 0.6111 | 0.0 | 0.5410 | 0.9858 | nan | nan | 0.9829 | 0.8806 | 0.8258 | 0.9624 | 0.7008 | 0.5257 | 0.4900 | 0.9672 | 0.3340 | 0.0 | 0.5306 | 0.9572 | nan |
0.0234 | 933.33 | 8400 | 0.1212 | 0.6877 | 0.7343 | 0.9760 | nan | 0.9928 | 0.9510 | 0.8931 | 0.9871 | 0.7276 | 0.6308 | 0.5222 | 0.9831 | 0.5960 | 0.0 | 0.5403 | 0.9881 | nan | nan | 0.9824 | 0.8847 | 0.8265 | 0.9620 | 0.6943 | 0.6268 | 0.4914 | 0.9669 | 0.3337 | 0.0 | 0.5301 | 0.9539 | nan |
0.0199 | 944.44 | 8500 | 0.1391 | 0.6664 | 0.7158 | 0.9735 | nan | 0.9927 | 0.9447 | 0.8894 | 0.9831 | 0.7422 | 0.4091 | 0.5402 | 0.9842 | 0.5878 | 0.0 | 0.5389 | 0.9776 | nan | nan | 0.9822 | 0.8729 | 0.8191 | 0.9522 | 0.6924 | 0.4073 | 0.4996 | 0.9634 | 0.3234 | 0.0 | 0.5284 | 0.9561 | nan |
0.018 | 955.56 | 8600 | 0.1215 | 0.6825 | 0.7334 | 0.9759 | nan | 0.9925 | 0.9498 | 0.9050 | 0.9853 | 0.7772 | 0.5269 | 0.5416 | 0.9841 | 0.6014 | 0.0 | 0.5476 | 0.9898 | nan | nan | 0.9830 | 0.8855 | 0.8291 | 0.9606 | 0.7240 | 0.5229 | 0.5110 | 0.9676 | 0.3291 | 0.0 | 0.5342 | 0.9432 | nan |
0.0193 | 966.67 | 8700 | 0.1243 | 0.6806 | 0.7286 | 0.9755 | nan | 0.9927 | 0.9440 | 0.8982 | 0.9878 | 0.7436 | 0.5493 | 0.5117 | 0.9863 | 0.6118 | 0.0 | 0.5334 | 0.9842 | nan | nan | 0.9827 | 0.8808 | 0.8224 | 0.9610 | 0.7017 | 0.5445 | 0.4912 | 0.9667 | 0.3346 | 0.0 | 0.5249 | 0.9573 | nan |
0.0188 | 977.78 | 8800 | 0.1302 | 0.6774 | 0.7261 | 0.9752 | nan | 0.9927 | 0.9518 | 0.8876 | 0.9846 | 0.7721 | 0.4872 | 0.5613 | 0.9840 | 0.5638 | 0.0 | 0.5407 | 0.9867 | nan | nan | 0.9828 | 0.8770 | 0.8225 | 0.9610 | 0.7199 | 0.4842 | 0.5197 | 0.9661 | 0.3110 | 0.0 | 0.5283 | 0.9562 | nan |
0.0202 | 988.89 | 8900 | 0.1203 | 0.6810 | 0.7315 | 0.9764 | nan | 0.9930 | 0.9476 | 0.9057 | 0.9873 | 0.7716 | 0.5331 | 0.5381 | 0.9856 | 0.5901 | 0.0 | 0.5419 | 0.9841 | nan | nan | 0.9830 | 0.8856 | 0.8338 | 0.9638 | 0.7277 | 0.5311 | 0.4630 | 0.9663 | 0.3258 | 0.0 | 0.5312 | 0.9607 | nan |
0.0206 | 1000.0 | 9000 | 0.1257 | 0.6798 | 0.7307 | 0.9758 | nan | 0.9929 | 0.9504 | 0.8876 | 0.9864 | 0.7682 | 0.5110 | 0.5364 | 0.9858 | 0.6200 | 0.0 | 0.5438 | 0.9856 | nan | nan | 0.9830 | 0.8781 | 0.8238 | 0.9634 | 0.7248 | 0.5072 | 0.4851 | 0.9677 | 0.3372 | 0.0 | 0.5317 | 0.9557 | nan |
0.0186 | 1011.11 | 9100 | 0.1272 | 0.6766 | 0.7239 | 0.9757 | nan | 0.9932 | 0.9554 | 0.8833 | 0.9850 | 0.7674 | 0.5062 | 0.5272 | 0.9845 | 0.5625 | 0.0 | 0.5380 | 0.9845 | nan | nan | 0.9831 | 0.8793 | 0.8231 | 0.9631 | 0.7230 | 0.5038 | 0.4762 | 0.9666 | 0.3134 | 0.0 | 0.5300 | 0.9576 | nan |
0.0188 | 1022.22 | 9200 | 0.1192 | 0.6844 | 0.7376 | 0.9766 | nan | 0.9933 | 0.9520 | 0.8872 | 0.9859 | 0.7949 | 0.5594 | 0.5522 | 0.9865 | 0.6219 | 0.0 | 0.5352 | 0.9830 | nan | nan | 0.9830 | 0.8862 | 0.8222 | 0.9657 | 0.7448 | 0.5555 | 0.4616 | 0.9693 | 0.3371 | 0.0 | 0.5280 | 0.9599 | nan |
0.0329 | 1033.33 | 9300 | 0.1214 | 0.6825 | 0.7364 | 0.9754 | nan | 0.9928 | 0.9504 | 0.8946 | 0.9873 | 0.8307 | 0.4382 | 0.5940 | 0.9699 | 0.6581 | 0.0 | 0.5432 | 0.9774 | nan | nan | 0.9825 | 0.8718 | 0.8157 | 0.9695 | 0.7694 | 0.4375 | 0.5535 | 0.9573 | 0.3507 | 0.0 | 0.5302 | 0.9525 | nan |
0.0237 | 1044.44 | 9400 | 0.1096 | 0.7045 | 0.7573 | 0.9783 | nan | 0.9935 | 0.9567 | 0.8892 | 0.9860 | 0.8376 | 0.6520 | 0.6010 | 0.9856 | 0.6629 | 0.0 | 0.5423 | 0.9810 | nan | nan | 0.9835 | 0.8925 | 0.8330 | 0.9717 | 0.7847 | 0.6489 | 0.5271 | 0.9677 | 0.3611 | 0.0 | 0.5294 | 0.9542 | nan |
0.0208 | 1055.56 | 9500 | 0.1140 | 0.7050 | 0.7575 | 0.9783 | nan | 0.9929 | 0.9539 | 0.9005 | 0.9871 | 0.8366 | 0.6575 | 0.5821 | 0.9851 | 0.6649 | 0.0 | 0.5441 | 0.9856 | nan | nan | 0.9834 | 0.8930 | 0.8330 | 0.9711 | 0.7811 | 0.6533 | 0.5260 | 0.9672 | 0.3632 | 0.0 | 0.5316 | 0.9566 | nan |
0.0193 | 1066.67 | 9600 | 0.1153 | 0.7015 | 0.7533 | 0.9782 | nan | 0.9934 | 0.9536 | 0.9008 | 0.9872 | 0.8227 | 0.6422 | 0.5864 | 0.9834 | 0.6417 | 0.0 | 0.5400 | 0.9884 | nan | nan | 0.9834 | 0.8929 | 0.8361 | 0.9704 | 0.7724 | 0.6376 | 0.5212 | 0.9686 | 0.3540 | 0.0 | 0.5292 | 0.9524 | nan |
0.0224 | 1077.78 | 9700 | 0.1146 | 0.7029 | 0.7556 | 0.9783 | nan | 0.9933 | 0.9531 | 0.9053 | 0.9870 | 0.8245 | 0.6551 | 0.5800 | 0.9831 | 0.6605 | 0.0 | 0.5402 | 0.9854 | nan | nan | 0.9835 | 0.8926 | 0.8376 | 0.9700 | 0.7731 | 0.6504 | 0.5108 | 0.9683 | 0.3621 | 0.0 | 0.5303 | 0.9558 | nan |
0.018 | 1088.89 | 9800 | 0.1144 | 0.7019 | 0.7552 | 0.9784 | nan | 0.9933 | 0.9528 | 0.9102 | 0.9869 | 0.8287 | 0.6341 | 0.5795 | 0.9846 | 0.6631 | 0.0 | 0.5432 | 0.9858 | nan | nan | 0.9835 | 0.8952 | 0.8408 | 0.9704 | 0.7755 | 0.6294 | 0.5102 | 0.9681 | 0.3635 | 0.0 | 0.5327 | 0.9529 | nan |
0.018 | 1100.0 | 9900 | 0.1155 | 0.7025 | 0.7558 | 0.9784 | nan | 0.9925 | 0.9538 | 0.9172 | 0.9873 | 0.8250 | 0.6537 | 0.5579 | 0.9847 | 0.6654 | 0.0 | 0.5426 | 0.9890 | nan | nan | 0.9833 | 0.8948 | 0.8377 | 0.9706 | 0.7765 | 0.6503 | 0.5037 | 0.9688 | 0.3609 | 0.0 | 0.5320 | 0.9518 | nan |
0.017 | 1111.11 | 10000 | 0.1165 | 0.7044 | 0.7544 | 0.9785 | nan | 0.9935 | 0.9525 | 0.8981 | 0.9877 | 0.8544 | 0.6361 | 0.5770 | 0.9833 | 0.6395 | 0.0 | 0.5442 | 0.9858 | nan | nan | 0.9833 | 0.8916 | 0.8357 | 0.9718 | 0.7947 | 0.6327 | 0.5323 | 0.9694 | 0.3533 | 0.0 | 0.5345 | 0.9528 | nan |
0.0193 | 1122.22 | 10100 | 0.1180 | 0.7039 | 0.7566 | 0.9786 | nan | 0.9932 | 0.9552 | 0.9097 | 0.9866 | 0.8345 | 0.6418 | 0.5854 | 0.9841 | 0.6648 | 0.0 | 0.5390 | 0.9843 | nan | nan | 0.9835 | 0.8938 | 0.8383 | 0.9711 | 0.7829 | 0.6380 | 0.5178 | 0.9697 | 0.3671 | 0.0 | 0.5304 | 0.9544 | nan |
0.0138 | 1133.33 | 10200 | 0.1147 | 0.7019 | 0.7511 | 0.9787 | nan | 0.9934 | 0.9533 | 0.9080 | 0.9883 | 0.8448 | 0.6442 | 0.5444 | 0.9830 | 0.6270 | 0.0 | 0.5411 | 0.9859 | nan | nan | 0.9836 | 0.8956 | 0.8378 | 0.9711 | 0.7917 | 0.6403 | 0.5019 | 0.9704 | 0.3449 | 0.0 | 0.5307 | 0.9547 | nan |
0.0167 | 1144.44 | 10300 | 0.1145 | 0.7013 | 0.7534 | 0.9786 | nan | 0.9937 | 0.9529 | 0.9023 | 0.9875 | 0.8280 | 0.6468 | 0.5744 | 0.9848 | 0.6383 | 0.0 | 0.5434 | 0.9888 | nan | nan | 0.9838 | 0.8957 | 0.8408 | 0.9700 | 0.7768 | 0.6416 | 0.5005 | 0.9695 | 0.3503 | 0.0 | 0.5341 | 0.9524 | nan |
0.0164 | 1155.56 | 10400 | 0.1165 | 0.6985 | 0.7515 | 0.9783 | nan | 0.9933 | 0.9536 | 0.8994 | 0.9877 | 0.8229 | 0.6314 | 0.5867 | 0.9851 | 0.6235 | 0.0 | 0.5470 | 0.9874 | nan | nan | 0.9835 | 0.8928 | 0.8381 | 0.9703 | 0.7757 | 0.6259 | 0.5057 | 0.9694 | 0.3437 | 0.0 | 0.5326 | 0.9446 | nan |
0.0176 | 1166.67 | 10500 | 0.1179 | 0.7015 | 0.7505 | 0.9786 | nan | 0.9937 | 0.9528 | 0.9035 | 0.9877 | 0.8337 | 0.6380 | 0.5566 | 0.9848 | 0.6220 | 0.0 | 0.5455 | 0.9877 | nan | nan | 0.9836 | 0.8954 | 0.8412 | 0.9704 | 0.7837 | 0.6336 | 0.5102 | 0.9694 | 0.3425 | 0.0 | 0.5343 | 0.9537 | nan |
0.0212 | 1177.78 | 10600 | 0.1170 | 0.7012 | 0.7515 | 0.9786 | nan | 0.9931 | 0.9564 | 0.9052 | 0.9866 | 0.8531 | 0.6251 | 0.5427 | 0.9853 | 0.6409 | 0.0 | 0.5426 | 0.9870 | nan | nan | 0.9837 | 0.8934 | 0.8404 | 0.9710 | 0.7959 | 0.6215 | 0.4969 | 0.9697 | 0.3527 | 0.0 | 0.5323 | 0.9562 | nan |
0.018 | 1188.89 | 10700 | 0.1192 | 0.7013 | 0.7527 | 0.9783 | nan | 0.9932 | 0.9570 | 0.9015 | 0.9868 | 0.8245 | 0.6410 | 0.5782 | 0.9832 | 0.6355 | 0.0 | 0.5452 | 0.9865 | nan | nan | 0.9837 | 0.8929 | 0.8369 | 0.9698 | 0.7763 | 0.6370 | 0.5118 | 0.9688 | 0.3507 | 0.0 | 0.5344 | 0.9528 | nan |
0.0181 | 1200.0 | 10800 | 0.1204 | 0.7006 | 0.7522 | 0.9782 | nan | 0.9936 | 0.9562 | 0.9017 | 0.9853 | 0.8257 | 0.6119 | 0.5765 | 0.9854 | 0.6635 | 0.0 | 0.5408 | 0.9858 | nan | nan | 0.9838 | 0.8913 | 0.8404 | 0.9693 | 0.7738 | 0.6083 | 0.5222 | 0.9695 | 0.3640 | 0.0 | 0.5308 | 0.9534 | nan |
0.0168 | 1211.11 | 10900 | 0.1189 | 0.7015 | 0.7521 | 0.9785 | nan | 0.9936 | 0.9548 | 0.9008 | 0.9868 | 0.8287 | 0.6337 | 0.5740 | 0.9846 | 0.6441 | 0.0 | 0.5386 | 0.9856 | nan | nan | 0.9835 | 0.8934 | 0.8382 | 0.9704 | 0.7827 | 0.6294 | 0.5107 | 0.9701 | 0.3538 | 0.0 | 0.5297 | 0.9554 | nan |
0.0153 | 1222.22 | 11000 | 0.1170 | 0.7026 | 0.7578 | 0.9786 | nan | 0.9933 | 0.9538 | 0.8987 | 0.9867 | 0.8453 | 0.6327 | 0.5859 | 0.9877 | 0.6750 | 0.0 | 0.5467 | 0.9881 | nan | nan | 0.9837 | 0.8937 | 0.8399 | 0.9713 | 0.7901 | 0.6277 | 0.5056 | 0.9688 | 0.3675 | 0.0 | 0.5338 | 0.9496 | nan |
0.0163 | 1233.33 | 11100 | 0.1173 | 0.7023 | 0.7505 | 0.9788 | nan | 0.9931 | 0.9536 | 0.9119 | 0.9875 | 0.8592 | 0.6083 | 0.5465 | 0.9856 | 0.6294 | 0.0 | 0.5447 | 0.9860 | nan | nan | 0.9837 | 0.8944 | 0.8459 | 0.9705 | 0.8034 | 0.6032 | 0.5168 | 0.9686 | 0.3479 | 0.0 | 0.5345 | 0.9593 | nan |
0.0157 | 1244.44 | 11200 | 0.1184 | 0.7040 | 0.7553 | 0.9784 | nan | 0.9933 | 0.9516 | 0.9093 | 0.9875 | 0.8253 | 0.6253 | 0.5789 | 0.9848 | 0.6826 | 0.0 | 0.5379 | 0.9866 | nan | nan | 0.9838 | 0.8925 | 0.8403 | 0.9690 | 0.7758 | 0.6208 | 0.5367 | 0.9695 | 0.3713 | 0.0 | 0.5302 | 0.9584 | nan |
0.0178 | 1255.56 | 11300 | 0.1179 | 0.7038 | 0.7574 | 0.9789 | nan | 0.9934 | 0.9523 | 0.9052 | 0.9879 | 0.8393 | 0.6619 | 0.5680 | 0.9871 | 0.6621 | 0.0 | 0.5433 | 0.9883 | nan | nan | 0.9838 | 0.8976 | 0.8425 | 0.9707 | 0.7875 | 0.6570 | 0.4826 | 0.9703 | 0.3640 | 0.0 | 0.5342 | 0.9549 | nan |
0.0189 | 1266.67 | 11400 | 0.1290 | 0.6872 | 0.7360 | 0.9766 | nan | 0.9940 | 0.9423 | 0.8923 | 0.9869 | 0.8385 | 0.4824 | 0.5275 | 0.9850 | 0.6590 | 0.0 | 0.5378 | 0.9864 | nan | nan | 0.9829 | 0.8869 | 0.8385 | 0.9599 | 0.7843 | 0.4781 | 0.4950 | 0.9702 | 0.3611 | 0.0 | 0.5296 | 0.9599 | nan |
0.0178 | 1277.78 | 11500 | 0.1200 | 0.7005 | 0.7529 | 0.9786 | nan | 0.9922 | 0.9543 | 0.9214 | 0.9867 | 0.8634 | 0.5979 | 0.5502 | 0.9881 | 0.6517 | 0.0 | 0.5409 | 0.9878 | nan | nan | 0.9836 | 0.8921 | 0.8442 | 0.9715 | 0.8053 | 0.5951 | 0.4993 | 0.9692 | 0.3569 | 0.0 | 0.5303 | 0.9583 | nan |
0.0133 | 1288.89 | 11600 | 0.1173 | 0.7006 | 0.7523 | 0.9790 | nan | 0.9929 | 0.9562 | 0.9228 | 0.9871 | 0.8458 | 0.6180 | 0.5660 | 0.9849 | 0.6173 | 0.0 | 0.5485 | 0.9884 | nan | nan | 0.9838 | 0.8953 | 0.8482 | 0.9716 | 0.7956 | 0.6136 | 0.4900 | 0.9717 | 0.3446 | 0.0 | 0.5356 | 0.9571 | nan |
0.0153 | 1300.0 | 11700 | 0.1184 | 0.6919 | 0.7404 | 0.9784 | nan | 0.9935 | 0.9525 | 0.9068 | 0.9877 | 0.8509 | 0.5792 | 0.5351 | 0.9876 | 0.5694 | 0.0 | 0.5415 | 0.9805 | nan | nan | 0.9836 | 0.8926 | 0.8452 | 0.9705 | 0.7979 | 0.5756 | 0.4592 | 0.9700 | 0.3188 | 0.0 | 0.5332 | 0.9563 | nan |
0.0151 | 1311.11 | 11800 | 0.1220 | 0.6984 | 0.7524 | 0.9786 | nan | 0.9931 | 0.9554 | 0.9106 | 0.9868 | 0.8350 | 0.6141 | 0.5620 | 0.9858 | 0.6512 | 0.0 | 0.5475 | 0.9875 | nan | nan | 0.9837 | 0.8948 | 0.8430 | 0.9706 | 0.7874 | 0.6097 | 0.4747 | 0.9708 | 0.3580 | 0.0 | 0.5347 | 0.9537 | nan |
0.0142 | 1322.22 | 11900 | 0.1200 | 0.6967 | 0.7510 | 0.9786 | nan | 0.9931 | 0.9544 | 0.9094 | 0.9887 | 0.8178 | 0.6101 | 0.5610 | 0.9862 | 0.6568 | 0.0 | 0.5470 | 0.9870 | nan | nan | 0.9840 | 0.8956 | 0.8459 | 0.9700 | 0.7724 | 0.6066 | 0.4664 | 0.9707 | 0.3615 | 0.0 | 0.5326 | 0.9552 | nan |
0.0165 | 1333.33 | 12000 | 0.1210 | 0.7008 | 0.7496 | 0.9790 | nan | 0.9936 | 0.9547 | 0.9127 | 0.9873 | 0.8465 | 0.6037 | 0.5427 | 0.9865 | 0.6361 | 0.0 | 0.5423 | 0.9887 | nan | nan | 0.9841 | 0.8960 | 0.8499 | 0.9711 | 0.7962 | 0.6007 | 0.5022 | 0.9696 | 0.3532 | 0.0 | 0.5325 | 0.9541 | nan |
0.0166 | 1344.44 | 12100 | 0.1242 | 0.6975 | 0.7485 | 0.9787 | nan | 0.9931 | 0.9553 | 0.9157 | 0.9883 | 0.8365 | 0.5851 | 0.5557 | 0.9852 | 0.6330 | 0.0 | 0.5481 | 0.9865 | nan | nan | 0.9838 | 0.8965 | 0.8453 | 0.9709 | 0.7840 | 0.5830 | 0.4920 | 0.9711 | 0.3501 | 0.0 | 0.5351 | 0.9581 | nan |
0.0169 | 1355.56 | 12200 | 0.1227 | 0.7019 | 0.7533 | 0.9786 | nan | 0.9928 | 0.9542 | 0.9143 | 0.9876 | 0.8373 | 0.6108 | 0.5690 | 0.9859 | 0.6613 | 0.0 | 0.5429 | 0.9841 | nan | nan | 0.9836 | 0.8946 | 0.8414 | 0.9701 | 0.7860 | 0.6072 | 0.5158 | 0.9698 | 0.3623 | 0.0 | 0.5313 | 0.9606 | nan |
0.0155 | 1366.67 | 12300 | 0.1199 | 0.6976 | 0.7518 | 0.9789 | nan | 0.9936 | 0.9559 | 0.9057 | 0.9872 | 0.8500 | 0.6008 | 0.5760 | 0.9857 | 0.6303 | 0.0 | 0.5481 | 0.9881 | nan | nan | 0.9838 | 0.8962 | 0.8438 | 0.9717 | 0.8005 | 0.5969 | 0.4659 | 0.9710 | 0.3472 | 0.0 | 0.5365 | 0.9575 | nan |
0.0149 | 1377.78 | 12400 | 0.1216 | 0.6982 | 0.7493 | 0.9789 | nan | 0.9936 | 0.9552 | 0.9104 | 0.9881 | 0.8417 | 0.5885 | 0.5775 | 0.9845 | 0.6205 | 0.0 | 0.5452 | 0.9867 | nan | nan | 0.9842 | 0.8955 | 0.8450 | 0.9711 | 0.7957 | 0.5866 | 0.4934 | 0.9710 | 0.3454 | 0.0 | 0.5352 | 0.9549 | nan |
0.0152 | 1388.89 | 12500 | 0.1203 | 0.6994 | 0.7524 | 0.9788 | nan | 0.9931 | 0.9560 | 0.9094 | 0.9871 | 0.8600 | 0.5642 | 0.5738 | 0.9877 | 0.6720 | 0.0 | 0.5452 | 0.9804 | nan | nan | 0.9841 | 0.8923 | 0.8455 | 0.9718 | 0.8024 | 0.5615 | 0.5090 | 0.9715 | 0.3653 | 0.0 | 0.5343 | 0.9554 | nan |
0.0124 | 1400.0 | 12600 | 0.1229 | 0.7023 | 0.7521 | 0.9791 | nan | 0.9937 | 0.9552 | 0.9118 | 0.9877 | 0.8468 | 0.6158 | 0.5719 | 0.9851 | 0.6262 | 0.0 | 0.5463 | 0.9852 | nan | nan | 0.9840 | 0.8969 | 0.8466 | 0.9713 | 0.7994 | 0.6124 | 0.5024 | 0.9716 | 0.3476 | 0.0 | 0.5337 | 0.9615 | nan |
0.013 | 1411.11 | 12700 | 0.1226 | 0.6999 | 0.7497 | 0.9790 | nan | 0.9939 | 0.9561 | 0.9018 | 0.9887 | 0.8443 | 0.5761 | 0.5733 | 0.9858 | 0.6527 | 0.0 | 0.5398 | 0.9837 | nan | nan | 0.9839 | 0.8959 | 0.8445 | 0.9719 | 0.8003 | 0.5722 | 0.5085 | 0.9722 | 0.3594 | 0.0 | 0.5313 | 0.9584 | nan |
0.0142 | 1422.22 | 12800 | 0.1227 | 0.7006 | 0.7496 | 0.9790 | nan | 0.9939 | 0.9521 | 0.9135 | 0.9880 | 0.8346 | 0.6056 | 0.5716 | 0.9871 | 0.6243 | 0.0 | 0.5374 | 0.9867 | nan | nan | 0.9842 | 0.8963 | 0.8491 | 0.9706 | 0.7833 | 0.6026 | 0.5146 | 0.9710 | 0.3460 | 0.0 | 0.5303 | 0.9588 | nan |
0.0134 | 1433.33 | 12900 | 0.1274 | 0.6994 | 0.7473 | 0.9788 | nan | 0.9938 | 0.9559 | 0.9052 | 0.9866 | 0.8562 | 0.5680 | 0.5653 | 0.9864 | 0.6292 | 0.0 | 0.5369 | 0.9844 | nan | nan | 0.9842 | 0.8933 | 0.8410 | 0.9713 | 0.7986 | 0.5648 | 0.5355 | 0.9717 | 0.3452 | 0.0 | 0.5278 | 0.9590 | nan |
0.0169 | 1444.44 | 13000 | 0.1225 | 0.7012 | 0.7485 | 0.9788 | nan | 0.9935 | 0.9533 | 0.9033 | 0.9891 | 0.8343 | 0.6147 | 0.5412 | 0.9858 | 0.6336 | 0.0 | 0.5452 | 0.9877 | nan | nan | 0.9840 | 0.8945 | 0.8436 | 0.9705 | 0.7854 | 0.6107 | 0.5162 | 0.9703 | 0.3474 | 0.0 | 0.5327 | 0.9588 | nan |
0.0167 | 1455.56 | 13100 | 0.1216 | 0.7063 | 0.7576 | 0.9791 | nan | 0.9939 | 0.9516 | 0.9068 | 0.9878 | 0.8452 | 0.6146 | 0.5879 | 0.9875 | 0.6849 | 0.0 | 0.5435 | 0.9869 | nan | nan | 0.9841 | 0.8987 | 0.8392 | 0.9714 | 0.8005 | 0.6110 | 0.5420 | 0.9698 | 0.3694 | 0.0 | 0.5347 | 0.9552 | nan |
0.0126 | 1466.67 | 13200 | 0.1243 | 0.7052 | 0.7526 | 0.9790 | nan | 0.9941 | 0.9550 | 0.8954 | 0.9882 | 0.8392 | 0.6027 | 0.5880 | 0.9866 | 0.6563 | 0.0 | 0.5399 | 0.9853 | nan | nan | 0.9838 | 0.8965 | 0.8390 | 0.9713 | 0.7976 | 0.5991 | 0.5524 | 0.9718 | 0.3617 | 0.0 | 0.5311 | 0.9583 | nan |
0.0134 | 1477.78 | 13300 | 0.1252 | 0.7030 | 0.7512 | 0.9791 | nan | 0.9936 | 0.9558 | 0.9033 | 0.9874 | 0.8602 | 0.6081 | 0.5669 | 0.9875 | 0.6278 | 0.0 | 0.5365 | 0.9869 | nan | nan | 0.9840 | 0.8949 | 0.8393 | 0.9725 | 0.8140 | 0.6046 | 0.5247 | 0.9710 | 0.3464 | 0.0 | 0.5267 | 0.9581 | nan |
0.0138 | 1488.89 | 13400 | 0.1224 | 0.6984 | 0.7519 | 0.9787 | nan | 0.9934 | 0.9565 | 0.9094 | 0.9865 | 0.8386 | 0.6072 | 0.5862 | 0.9861 | 0.6341 | 0.0 | 0.5403 | 0.9850 | nan | nan | 0.9839 | 0.8948 | 0.8425 | 0.9713 | 0.7867 | 0.6032 | 0.4959 | 0.9717 | 0.3500 | 0.0 | 0.5284 | 0.9530 | nan |
0.0118 | 1500.0 | 13500 | 0.1256 | 0.7044 | 0.7565 | 0.9791 | nan | 0.9927 | 0.9565 | 0.9155 | 0.9878 | 0.8527 | 0.6139 | 0.5867 | 0.9877 | 0.6684 | 0.0 | 0.5275 | 0.9884 | nan | nan | 0.9842 | 0.8945 | 0.8489 | 0.9718 | 0.8019 | 0.6110 | 0.5260 | 0.9705 | 0.3669 | 0.0 | 0.5194 | 0.9579 | nan |
0.0141 | 1511.11 | 13600 | 0.1244 | 0.7061 | 0.7565 | 0.9792 | nan | 0.9935 | 0.9551 | 0.9185 | 0.9870 | 0.8506 | 0.6299 | 0.5660 | 0.9845 | 0.6772 | 0.0 | 0.5297 | 0.9856 | nan | nan | 0.9841 | 0.8992 | 0.8474 | 0.9705 | 0.7919 | 0.6250 | 0.5323 | 0.9708 | 0.3707 | 0.0 | 0.5210 | 0.9599 | nan |
0.0152 | 1522.22 | 13700 | 0.1245 | 0.7040 | 0.7573 | 0.9792 | nan | 0.9931 | 0.9543 | 0.9169 | 0.9883 | 0.8383 | 0.6214 | 0.6071 | 0.9874 | 0.6469 | 0.0 | 0.5458 | 0.9886 | nan | nan | 0.9841 | 0.8979 | 0.8460 | 0.9718 | 0.7932 | 0.6174 | 0.5176 | 0.9709 | 0.3573 | 0.0 | 0.5352 | 0.9568 | nan |
0.0143 | 1533.33 | 13800 | 0.1256 | 0.7029 | 0.7532 | 0.9794 | nan | 0.9939 | 0.9543 | 0.9040 | 0.9897 | 0.8483 | 0.6071 | 0.5780 | 0.9865 | 0.6506 | 0.0 | 0.5407 | 0.9853 | nan | nan | 0.9842 | 0.8983 | 0.8439 | 0.9728 | 0.8046 | 0.6047 | 0.5023 | 0.9717 | 0.3588 | 0.0 | 0.5321 | 0.9619 | nan |
0.0142 | 1544.44 | 13900 | 0.1269 | 0.7094 | 0.7571 | 0.9796 | nan | 0.9937 | 0.9540 | 0.9116 | 0.9887 | 0.8522 | 0.6132 | 0.5821 | 0.9883 | 0.6739 | 0.0 | 0.5418 | 0.9855 | nan | nan | 0.9841 | 0.8973 | 0.8474 | 0.9728 | 0.8098 | 0.6098 | 0.5587 | 0.9728 | 0.3678 | 0.0 | 0.5326 | 0.9602 | nan |
0.0141 | 1555.56 | 14000 | 0.1228 | 0.7118 | 0.7614 | 0.9796 | nan | 0.9927 | 0.9594 | 0.9125 | 0.9874 | 0.8765 | 0.6277 | 0.5733 | 0.9871 | 0.6937 | 0.0 | 0.5412 | 0.9856 | nan | nan | 0.9841 | 0.8974 | 0.8429 | 0.9731 | 0.8242 | 0.6249 | 0.5521 | 0.9723 | 0.3761 | 0.0 | 0.5329 | 0.9622 | nan |
0.0129 | 1566.67 | 14100 | 0.1228 | 0.7080 | 0.7553 | 0.9795 | nan | 0.9935 | 0.9566 | 0.9086 | 0.9878 | 0.8646 | 0.6094 | 0.5879 | 0.9869 | 0.6414 | 0.0 | 0.5389 | 0.9878 | nan | nan | 0.9841 | 0.8981 | 0.8453 | 0.9721 | 0.8119 | 0.6064 | 0.5591 | 0.9728 | 0.3525 | 0.0 | 0.5311 | 0.9625 | nan |
0.0162 | 1577.78 | 14200 | 0.1221 | 0.7092 | 0.7559 | 0.9797 | nan | 0.9939 | 0.9581 | 0.9058 | 0.9874 | 0.8553 | 0.6177 | 0.5814 | 0.9877 | 0.6554 | 0.0 | 0.5404 | 0.9874 | nan | nan | 0.9843 | 0.9009 | 0.8469 | 0.9720 | 0.8045 | 0.6134 | 0.5582 | 0.9719 | 0.3639 | 0.0 | 0.5323 | 0.9627 | nan |
0.0158 | 1588.89 | 14300 | 0.1235 | 0.7088 | 0.7569 | 0.9797 | nan | 0.9938 | 0.9574 | 0.9145 | 0.9875 | 0.8541 | 0.6126 | 0.5869 | 0.9866 | 0.6622 | 0.0 | 0.5425 | 0.9842 | nan | nan | 0.9843 | 0.9002 | 0.8518 | 0.9723 | 0.8036 | 0.6097 | 0.5531 | 0.9717 | 0.3646 | 0.0 | 0.5335 | 0.9609 | nan |
0.014 | 1600.0 | 14400 | 0.1252 | 0.7070 | 0.7577 | 0.9797 | nan | 0.9937 | 0.9599 | 0.9091 | 0.9875 | 0.8470 | 0.5926 | 0.6009 | 0.9874 | 0.6782 | 0.0 | 0.5464 | 0.9894 | nan | nan | 0.9847 | 0.8981 | 0.8513 | 0.9723 | 0.8032 | 0.5897 | 0.5465 | 0.9736 | 0.3720 | 0.0 | 0.5345 | 0.9583 | nan |
0.0153 | 1611.11 | 14500 | 0.1267 | 0.7077 | 0.7563 | 0.9793 | nan | 0.9939 | 0.9519 | 0.9011 | 0.9887 | 0.8654 | 0.6001 | 0.6003 | 0.9888 | 0.6538 | 0.0 | 0.5417 | 0.9900 | nan | nan | 0.9840 | 0.8957 | 0.8431 | 0.9729 | 0.8175 | 0.5968 | 0.5610 | 0.9712 | 0.3583 | 0.0 | 0.5306 | 0.9612 | nan |
0.0131 | 1622.22 | 14600 | 0.1270 | 0.7070 | 0.7558 | 0.9796 | nan | 0.9939 | 0.9561 | 0.9154 | 0.9873 | 0.8550 | 0.6201 | 0.5909 | 0.9857 | 0.6376 | 0.0 | 0.5415 | 0.9865 | nan | nan | 0.9842 | 0.8996 | 0.8499 | 0.9724 | 0.8012 | 0.6172 | 0.5381 | 0.9721 | 0.3536 | 0.0 | 0.5342 | 0.9609 | nan |
0.012 | 1633.33 | 14700 | 0.1278 | 0.7082 | 0.7556 | 0.9797 | nan | 0.9941 | 0.9562 | 0.9138 | 0.9872 | 0.8563 | 0.6163 | 0.5684 | 0.9859 | 0.6619 | 0.0 | 0.5410 | 0.9864 | nan | nan | 0.9842 | 0.8999 | 0.8495 | 0.9723 | 0.8038 | 0.6138 | 0.5391 | 0.9726 | 0.3678 | 0.0 | 0.5333 | 0.9625 | nan |
0.0128 | 1644.44 | 14800 | 0.1273 | 0.7090 | 0.7584 | 0.9797 | nan | 0.9935 | 0.9565 | 0.9147 | 0.9882 | 0.8595 | 0.6116 | 0.5845 | 0.9874 | 0.6744 | 0.0 | 0.5430 | 0.9876 | nan | nan | 0.9843 | 0.9002 | 0.8479 | 0.9724 | 0.8116 | 0.6077 | 0.5473 | 0.9736 | 0.3727 | 0.0 | 0.5322 | 0.9582 | nan |
0.0141 | 1655.56 | 14900 | 0.1284 | 0.7078 | 0.7556 | 0.9795 | nan | 0.9937 | 0.9589 | 0.9127 | 0.9867 | 0.8532 | 0.6087 | 0.5791 | 0.9855 | 0.6539 | 0.0 | 0.5488 | 0.9865 | nan | nan | 0.9839 | 0.8990 | 0.8461 | 0.9723 | 0.8070 | 0.6060 | 0.5467 | 0.9741 | 0.3603 | 0.0 | 0.5387 | 0.9599 | nan |
0.013 | 1666.67 | 15000 | 0.1293 | 0.7053 | 0.7541 | 0.9795 | nan | 0.9934 | 0.9605 | 0.9129 | 0.9878 | 0.8430 | 0.5932 | 0.5823 | 0.9866 | 0.6566 | 0.0 | 0.5466 | 0.9859 | nan | nan | 0.9845 | 0.8970 | 0.8517 | 0.9721 | 0.7971 | 0.5914 | 0.5393 | 0.9740 | 0.3619 | 0.0 | 0.5348 | 0.9598 | nan |
0.0135 | 1677.78 | 15100 | 0.1245 | 0.7052 | 0.7562 | 0.9795 | nan | 0.9932 | 0.9580 | 0.9120 | 0.9887 | 0.8484 | 0.6173 | 0.5916 | 0.9866 | 0.6418 | 0.0 | 0.5467 | 0.9897 | nan | nan | 0.9843 | 0.8988 | 0.8467 | 0.9729 | 0.8026 | 0.6155 | 0.5227 | 0.9725 | 0.3561 | 0.0 | 0.5329 | 0.9574 | nan |
0.0155 | 1688.89 | 15200 | 0.1281 | 0.7094 | 0.7621 | 0.9797 | nan | 0.9941 | 0.9561 | 0.9089 | 0.9867 | 0.8592 | 0.6264 | 0.6111 | 0.9864 | 0.6890 | 0.0 | 0.5406 | 0.9862 | nan | nan | 0.9843 | 0.8987 | 0.8480 | 0.9731 | 0.8063 | 0.6232 | 0.5395 | 0.9729 | 0.3741 | 0.0 | 0.5310 | 0.9621 | nan |
0.0097 | 1700.0 | 15300 | 0.1291 | 0.7081 | 0.7549 | 0.9797 | nan | 0.9937 | 0.9598 | 0.9062 | 0.9884 | 0.8541 | 0.6036 | 0.5760 | 0.9861 | 0.6543 | 0.0 | 0.5489 | 0.9872 | nan | nan | 0.9843 | 0.8987 | 0.8475 | 0.9728 | 0.8101 | 0.6014 | 0.5505 | 0.9737 | 0.3614 | 0.0 | 0.5368 | 0.9603 | nan |
0.0134 | 1711.11 | 15400 | 0.1277 | 0.7018 | 0.7542 | 0.9797 | nan | 0.9942 | 0.9572 | 0.9057 | 0.9884 | 0.8614 | 0.5900 | 0.5859 | 0.9852 | 0.6543 | 0.0 | 0.5393 | 0.9890 | nan | nan | 0.9844 | 0.8979 | 0.8507 | 0.9743 | 0.8164 | 0.5873 | 0.4887 | 0.9710 | 0.3601 | 0.0 | 0.5302 | 0.9608 | nan |
0.0143 | 1722.22 | 15500 | 0.1289 | 0.7034 | 0.7556 | 0.9797 | nan | 0.9937 | 0.9577 | 0.9136 | 0.9886 | 0.8576 | 0.5715 | 0.5881 | 0.9865 | 0.6764 | 0.0 | 0.5459 | 0.9881 | nan | nan | 0.9844 | 0.8990 | 0.8494 | 0.9737 | 0.8101 | 0.5688 | 0.5117 | 0.9738 | 0.3718 | 0.0 | 0.5371 | 0.9605 | nan |
0.0119 | 1733.33 | 15600 | 0.1283 | 0.7044 | 0.7528 | 0.9796 | nan | 0.9938 | 0.9591 | 0.9047 | 0.9883 | 0.8611 | 0.6106 | 0.5706 | 0.9862 | 0.6349 | 0.0 | 0.5398 | 0.9848 | nan | nan | 0.9843 | 0.8983 | 0.8460 | 0.9734 | 0.8149 | 0.6069 | 0.5117 | 0.9728 | 0.3520 | 0.0 | 0.5305 | 0.9621 | nan |
0.0128 | 1744.44 | 15700 | 0.1276 | 0.7066 | 0.7597 | 0.9795 | nan | 0.9927 | 0.9578 | 0.9115 | 0.9887 | 0.8629 | 0.6195 | 0.5936 | 0.9885 | 0.6690 | 0.0 | 0.5461 | 0.9864 | nan | nan | 0.9843 | 0.8969 | 0.8403 | 0.9739 | 0.8119 | 0.6161 | 0.5150 | 0.9733 | 0.3706 | 0.0 | 0.5361 | 0.9603 | nan |
0.012 | 1755.56 | 15800 | 0.1277 | 0.7041 | 0.7531 | 0.9797 | nan | 0.9939 | 0.9582 | 0.9092 | 0.9880 | 0.8631 | 0.5863 | 0.5621 | 0.9855 | 0.6578 | 0.0 | 0.5443 | 0.9883 | nan | nan | 0.9843 | 0.9000 | 0.8465 | 0.9729 | 0.8121 | 0.5831 | 0.5200 | 0.9742 | 0.3614 | 0.0 | 0.5343 | 0.9598 | nan |
0.0127 | 1766.67 | 15900 | 0.1279 | 0.7053 | 0.7566 | 0.9799 | nan | 0.9936 | 0.9580 | 0.9161 | 0.9885 | 0.8605 | 0.6135 | 0.5742 | 0.9867 | 0.6586 | 0.0 | 0.5436 | 0.9854 | nan | nan | 0.9845 | 0.8994 | 0.8513 | 0.9738 | 0.8159 | 0.6108 | 0.4947 | 0.9742 | 0.3632 | 0.0 | 0.5334 | 0.9619 | nan |
0.0253 | 1777.78 | 16000 | 0.1500 | 0.6704 | 0.7262 | 0.9753 | nan | 0.9926 | 0.9624 | 0.8680 | 0.9840 | 0.8492 | 0.3171 | 0.6122 | 0.9794 | 0.6078 | 0.0 | 0.5534 | 0.9888 | nan | nan | 0.9826 | 0.8667 | 0.8222 | 0.9713 | 0.7925 | 0.3169 | 0.5756 | 0.9695 | 0.3212 | 0.0 | 0.5349 | 0.8913 | nan |
0.0185 | 1788.89 | 16100 | 0.1238 | 0.7072 | 0.7504 | 0.9792 | nan | 0.9946 | 0.9591 | 0.8970 | 0.9873 | 0.7980 | 0.6630 | 0.5779 | 0.9845 | 0.6034 | 0.0 | 0.5533 | 0.9870 | nan | nan | 0.9838 | 0.9000 | 0.8455 | 0.9711 | 0.7558 | 0.6584 | 0.5642 | 0.9721 | 0.3351 | 0.0 | 0.5381 | 0.9618 | nan |
0.0158 | 1800.0 | 16200 | 0.1283 | 0.7062 | 0.7521 | 0.9793 | nan | 0.9942 | 0.9585 | 0.9011 | 0.9883 | 0.7958 | 0.6432 | 0.5616 | 0.9870 | 0.6609 | 0.0 | 0.5469 | 0.9884 | nan | nan | 0.9843 | 0.8997 | 0.8479 | 0.9709 | 0.7524 | 0.6394 | 0.5438 | 0.9729 | 0.3625 | 0.0 | 0.5373 | 0.9633 | nan |
0.0122 | 1811.11 | 16300 | 0.1295 | 0.7059 | 0.7514 | 0.9794 | nan | 0.9942 | 0.9591 | 0.9052 | 0.9876 | 0.8050 | 0.6396 | 0.5725 | 0.9866 | 0.6301 | 0.0 | 0.5480 | 0.9885 | nan | nan | 0.9845 | 0.8998 | 0.8484 | 0.9707 | 0.7561 | 0.6355 | 0.5518 | 0.9733 | 0.3479 | 0.0 | 0.5393 | 0.9635 | nan |
0.0125 | 1822.22 | 16400 | 0.1330 | 0.7045 | 0.7492 | 0.9792 | nan | 0.9944 | 0.9575 | 0.9008 | 0.9881 | 0.7887 | 0.6334 | 0.5769 | 0.9877 | 0.6236 | 0.0 | 0.5514 | 0.9882 | nan | nan | 0.9842 | 0.8990 | 0.8477 | 0.9705 | 0.7505 | 0.6290 | 0.5528 | 0.9725 | 0.3476 | 0.0 | 0.5387 | 0.9620 | nan |
0.0116 | 1833.33 | 16500 | 0.1315 | 0.7047 | 0.7489 | 0.9792 | nan | 0.9942 | 0.9589 | 0.9063 | 0.9878 | 0.7897 | 0.6295 | 0.5770 | 0.9868 | 0.6199 | 0.0 | 0.5483 | 0.9885 | nan | nan | 0.9844 | 0.8982 | 0.8521 | 0.9702 | 0.7490 | 0.6256 | 0.5572 | 0.9732 | 0.3454 | 0.0 | 0.5377 | 0.9630 | nan |
0.012 | 1844.44 | 16600 | 0.1333 | 0.7031 | 0.7482 | 0.9792 | nan | 0.9941 | 0.9572 | 0.9097 | 0.9883 | 0.7951 | 0.6286 | 0.5696 | 0.9874 | 0.6164 | 0.0 | 0.5447 | 0.9878 | nan | nan | 0.9845 | 0.8988 | 0.8509 | 0.9702 | 0.7507 | 0.6243 | 0.5420 | 0.9736 | 0.3417 | 0.0 | 0.5367 | 0.9637 | nan |
0.0107 | 1855.56 | 16700 | 0.1341 | 0.7034 | 0.7484 | 0.9793 | nan | 0.9939 | 0.9589 | 0.9131 | 0.9880 | 0.7880 | 0.6312 | 0.5504 | 0.9873 | 0.6389 | 0.0 | 0.5448 | 0.9862 | nan | nan | 0.9846 | 0.8989 | 0.8518 | 0.9700 | 0.7473 | 0.6281 | 0.5321 | 0.9734 | 0.3542 | 0.0 | 0.5365 | 0.9644 | nan |
0.0117 | 1866.67 | 16800 | 0.1361 | 0.7027 | 0.7488 | 0.9791 | nan | 0.9940 | 0.9587 | 0.9057 | 0.9884 | 0.7934 | 0.6206 | 0.5607 | 0.9865 | 0.6416 | 0.0 | 0.5471 | 0.9884 | nan | nan | 0.9845 | 0.8979 | 0.8467 | 0.9701 | 0.7483 | 0.6178 | 0.5378 | 0.9738 | 0.3555 | 0.0 | 0.5375 | 0.9624 | nan |
0.012 | 1877.78 | 16900 | 0.1365 | 0.7052 | 0.7523 | 0.9793 | nan | 0.9941 | 0.9583 | 0.9097 | 0.9874 | 0.7978 | 0.6207 | 0.5776 | 0.9877 | 0.6582 | 0.0 | 0.5477 | 0.9881 | nan | nan | 0.9846 | 0.8987 | 0.8534 | 0.9704 | 0.7514 | 0.6173 | 0.5518 | 0.9734 | 0.3637 | 0.0 | 0.5369 | 0.9614 | nan |
0.0105 | 1888.89 | 17000 | 0.1360 | 0.7036 | 0.7496 | 0.9792 | nan | 0.9937 | 0.9593 | 0.9150 | 0.9879 | 0.7904 | 0.6165 | 0.5749 | 0.9873 | 0.6342 | 0.0 | 0.5476 | 0.9878 | nan | nan | 0.9845 | 0.8986 | 0.8508 | 0.9703 | 0.7502 | 0.6126 | 0.5518 | 0.9736 | 0.3509 | 0.0 | 0.5367 | 0.9634 | nan |
0.0114 | 1900.0 | 17100 | 0.1353 | 0.7048 | 0.7498 | 0.9795 | nan | 0.9942 | 0.9587 | 0.9111 | 0.9884 | 0.7964 | 0.6220 | 0.5711 | 0.9864 | 0.6350 | 0.0 | 0.5465 | 0.9874 | nan | nan | 0.9847 | 0.8998 | 0.8530 | 0.9707 | 0.7546 | 0.6182 | 0.5520 | 0.9738 | 0.3518 | 0.0 | 0.5371 | 0.9620 | nan |
0.0106 | 1911.11 | 17200 | 0.1387 | 0.7027 | 0.7477 | 0.9790 | nan | 0.9944 | 0.9580 | 0.8974 | 0.9884 | 0.7934 | 0.6175 | 0.5627 | 0.9865 | 0.6408 | 0.0 | 0.5472 | 0.9860 | nan | nan | 0.9844 | 0.8967 | 0.8461 | 0.9701 | 0.7502 | 0.6137 | 0.5429 | 0.9739 | 0.3569 | 0.0 | 0.5364 | 0.9610 | nan |
0.0104 | 1922.22 | 17300 | 0.1362 | 0.7047 | 0.7500 | 0.9793 | nan | 0.9942 | 0.9587 | 0.9077 | 0.9883 | 0.7927 | 0.6212 | 0.5922 | 0.9861 | 0.6305 | 0.0 | 0.5419 | 0.9867 | nan | nan | 0.9848 | 0.8979 | 0.8505 | 0.9702 | 0.7496 | 0.6176 | 0.5643 | 0.9735 | 0.3497 | 0.0 | 0.5341 | 0.9643 | nan |
0.0132 | 1933.33 | 17400 | 0.1353 | 0.7035 | 0.7499 | 0.9792 | nan | 0.9940 | 0.9587 | 0.9065 | 0.9885 | 0.7876 | 0.6252 | 0.5756 | 0.9868 | 0.6416 | 0.0 | 0.5470 | 0.9870 | nan | nan | 0.9847 | 0.8976 | 0.8487 | 0.9699 | 0.7476 | 0.6214 | 0.5454 | 0.9735 | 0.3557 | 0.0 | 0.5372 | 0.9602 | nan |
0.0107 | 1944.44 | 17500 | 0.1387 | 0.7035 | 0.7505 | 0.9791 | nan | 0.9940 | 0.9575 | 0.9062 | 0.9889 | 0.7892 | 0.6066 | 0.5755 | 0.9875 | 0.6710 | 0.0 | 0.5435 | 0.9858 | nan | nan | 0.9848 | 0.8962 | 0.8489 | 0.9702 | 0.7484 | 0.6038 | 0.5528 | 0.9729 | 0.3672 | 0.0 | 0.5349 | 0.9621 | nan |
0.012 | 1955.56 | 17600 | 0.1372 | 0.7034 | 0.7510 | 0.9792 | nan | 0.9941 | 0.9581 | 0.9063 | 0.9883 | 0.7915 | 0.6234 | 0.5609 | 0.9864 | 0.6672 | 0.0 | 0.5490 | 0.9867 | nan | nan | 0.9846 | 0.8987 | 0.8465 | 0.9701 | 0.7519 | 0.6201 | 0.5341 | 0.9733 | 0.3663 | 0.0 | 0.5385 | 0.9563 | nan |
0.012 | 1966.67 | 17700 | 0.1392 | 0.7072 | 0.7552 | 0.9794 | nan | 0.9943 | 0.9588 | 0.9006 | 0.9874 | 0.8103 | 0.6233 | 0.5832 | 0.9878 | 0.6814 | 0.0 | 0.5494 | 0.9864 | nan | nan | 0.9846 | 0.8983 | 0.8473 | 0.9712 | 0.7620 | 0.6193 | 0.5565 | 0.9737 | 0.3744 | 0.0 | 0.5382 | 0.9603 | nan |
0.0103 | 1977.78 | 17800 | 0.1369 | 0.7053 | 0.7512 | 0.9795 | nan | 0.9941 | 0.9584 | 0.9102 | 0.9883 | 0.7967 | 0.6284 | 0.5764 | 0.9878 | 0.6397 | 0.0 | 0.5466 | 0.9875 | nan | nan | 0.9848 | 0.9000 | 0.8538 | 0.9705 | 0.7526 | 0.6224 | 0.5528 | 0.9739 | 0.3546 | 0.0 | 0.5371 | 0.9610 | nan |
0.0133 | 1988.89 | 17900 | 0.1323 | 0.7070 | 0.7529 | 0.9795 | nan | 0.9943 | 0.9576 | 0.9078 | 0.9881 | 0.7979 | 0.6470 | 0.5738 | 0.9869 | 0.6467 | 0.0 | 0.5461 | 0.9881 | nan | nan | 0.9847 | 0.9003 | 0.8518 | 0.9701 | 0.7534 | 0.6431 | 0.5503 | 0.9740 | 0.3574 | 0.0 | 0.5380 | 0.9608 | nan |
0.0126 | 2000.0 | 18000 | 0.1371 | 0.7055 | 0.7529 | 0.9793 | nan | 0.9938 | 0.9590 | 0.9084 | 0.9882 | 0.7969 | 0.6307 | 0.5730 | 0.9873 | 0.6678 | 0.0 | 0.5422 | 0.9880 | nan | nan | 0.9847 | 0.8978 | 0.8501 | 0.9702 | 0.7520 | 0.6268 | 0.5494 | 0.9730 | 0.3659 | 0.0 | 0.5341 | 0.9613 | nan |
0.0118 | 2011.11 | 18100 | 0.1396 | 0.7028 | 0.7510 | 0.9794 | nan | 0.9942 | 0.9580 | 0.9109 | 0.9883 | 0.7983 | 0.6173 | 0.5746 | 0.9869 | 0.6513 | 0.0 | 0.5455 | 0.9870 | nan | nan | 0.9846 | 0.8999 | 0.8534 | 0.9706 | 0.7553 | 0.6139 | 0.5260 | 0.9735 | 0.3592 | 0.0 | 0.5371 | 0.9603 | nan |
0.0158 | 2022.22 | 18200 | 0.1353 | 0.6846 | 0.7309 | 0.9745 | nan | 0.9928 | 0.9362 | 0.8641 | 0.9852 | 0.7919 | 0.5719 | 0.5525 | 0.9941 | 0.5585 | 0.0 | 0.5487 | 0.9753 | nan | nan | 0.9815 | 0.8685 | 0.8096 | 0.9690 | 0.7366 | 0.5684 | 0.5402 | 0.9418 | 0.3158 | 0.0 | 0.5369 | 0.9473 | nan |
0.0167 | 2033.33 | 18300 | 0.1269 | 0.6986 | 0.7445 | 0.9782 | nan | 0.9936 | 0.9564 | 0.9070 | 0.9878 | 0.7912 | 0.6362 | 0.5516 | 0.9820 | 0.6107 | 0.0 | 0.5318 | 0.9856 | nan | nan | 0.9842 | 0.8891 | 0.8460 | 0.9698 | 0.7483 | 0.6334 | 0.5171 | 0.9665 | 0.3479 | 0.0 | 0.5218 | 0.9597 | nan |
0.0134 | 2044.44 | 18400 | 0.1259 | 0.7137 | 0.7626 | 0.9802 | nan | 0.9937 | 0.9569 | 0.9299 | 0.9877 | 0.8111 | 0.7076 | 0.5315 | 0.9864 | 0.7092 | 0.0 | 0.5490 | 0.9879 | nan | nan | 0.9854 | 0.9017 | 0.8615 | 0.9714 | 0.7658 | 0.7030 | 0.5176 | 0.9695 | 0.3876 | 0.0 | 0.5386 | 0.9628 | nan |
0.0114 | 2055.56 | 18500 | 0.1310 | 0.7122 | 0.7588 | 0.9800 | nan | 0.9940 | 0.9571 | 0.9266 | 0.9879 | 0.8035 | 0.7026 | 0.5324 | 0.9861 | 0.6813 | 0.0 | 0.5485 | 0.9853 | nan | nan | 0.9853 | 0.9016 | 0.8616 | 0.9707 | 0.7587 | 0.6988 | 0.5204 | 0.9704 | 0.3763 | 0.0 | 0.5381 | 0.9646 | nan |
0.0111 | 2066.67 | 18600 | 0.1307 | 0.7083 | 0.7552 | 0.9798 | nan | 0.9938 | 0.9572 | 0.9273 | 0.9881 | 0.8032 | 0.6558 | 0.5321 | 0.9867 | 0.6823 | 0.0 | 0.5488 | 0.9872 | nan | nan | 0.9853 | 0.8989 | 0.8626 | 0.9709 | 0.7615 | 0.6518 | 0.5192 | 0.9704 | 0.3765 | 0.0 | 0.5384 | 0.9638 | nan |
0.0111 | 2077.78 | 18700 | 0.1304 | 0.7130 | 0.7600 | 0.9802 | nan | 0.9938 | 0.9576 | 0.9256 | 0.9884 | 0.8120 | 0.6976 | 0.5371 | 0.9864 | 0.6867 | 0.0 | 0.5479 | 0.9866 | nan | nan | 0.9853 | 0.9015 | 0.8630 | 0.9715 | 0.7684 | 0.6934 | 0.5233 | 0.9710 | 0.3782 | 0.0 | 0.5379 | 0.9627 | nan |
0.0104 | 2088.89 | 18800 | 0.1303 | 0.7100 | 0.7556 | 0.9800 | nan | 0.9942 | 0.9567 | 0.9213 | 0.9886 | 0.8040 | 0.6746 | 0.5394 | 0.9869 | 0.6671 | 0.0 | 0.5477 | 0.9869 | nan | nan | 0.9853 | 0.9010 | 0.8613 | 0.9713 | 0.7630 | 0.6702 | 0.5255 | 0.9713 | 0.3691 | 0.0 | 0.5380 | 0.9642 | nan |
0.0127 | 2100.0 | 18900 | 0.1325 | 0.7075 | 0.7545 | 0.9799 | nan | 0.9938 | 0.9580 | 0.9275 | 0.9874 | 0.8104 | 0.6466 | 0.5352 | 0.9872 | 0.6725 | 0.0 | 0.5475 | 0.9877 | nan | nan | 0.9852 | 0.8994 | 0.8633 | 0.9710 | 0.7642 | 0.6433 | 0.5220 | 0.9719 | 0.3707 | 0.0 | 0.5371 | 0.9618 | nan |
0.0101 | 2111.11 | 19000 | 0.1338 | 0.7074 | 0.7551 | 0.9799 | nan | 0.9939 | 0.9565 | 0.9259 | 0.9880 | 0.8176 | 0.6380 | 0.5356 | 0.9875 | 0.6816 | 0.0 | 0.5482 | 0.9883 | nan | nan | 0.9853 | 0.8990 | 0.8594 | 0.9718 | 0.7717 | 0.6345 | 0.5229 | 0.9713 | 0.3731 | 0.0 | 0.5377 | 0.9621 | nan |
0.0099 | 2122.22 | 19100 | 0.1313 | 0.7068 | 0.7536 | 0.9798 | nan | 0.9939 | 0.9568 | 0.9193 | 0.9884 | 0.8178 | 0.6330 | 0.5402 | 0.9878 | 0.6692 | 0.0 | 0.5493 | 0.9878 | nan | nan | 0.9852 | 0.8981 | 0.8576 | 0.9715 | 0.7716 | 0.6304 | 0.5255 | 0.9717 | 0.3669 | 0.0 | 0.5393 | 0.9635 | nan |
0.01 | 2133.33 | 19200 | 0.1363 | 0.7072 | 0.7541 | 0.9797 | nan | 0.9939 | 0.9579 | 0.9170 | 0.9883 | 0.8060 | 0.6445 | 0.5444 | 0.9864 | 0.6761 | 0.0 | 0.5474 | 0.9870 | nan | nan | 0.9853 | 0.8980 | 0.8582 | 0.9706 | 0.7625 | 0.6411 | 0.5288 | 0.9711 | 0.3710 | 0.0 | 0.5376 | 0.9616 | nan |
0.0099 | 2144.44 | 19300 | 0.1349 | 0.7066 | 0.7529 | 0.9799 | nan | 0.9940 | 0.9588 | 0.9199 | 0.9875 | 0.8242 | 0.6329 | 0.5319 | 0.9877 | 0.6663 | 0.0 | 0.5463 | 0.9855 | nan | nan | 0.9852 | 0.8995 | 0.8604 | 0.9716 | 0.7748 | 0.6302 | 0.5188 | 0.9722 | 0.3674 | 0.0 | 0.5367 | 0.9620 | nan |
0.0113 | 2155.56 | 19400 | 0.1352 | 0.7078 | 0.7557 | 0.9798 | nan | 0.9939 | 0.9577 | 0.9219 | 0.9885 | 0.8094 | 0.6337 | 0.5426 | 0.9867 | 0.6981 | 0.0 | 0.5481 | 0.9873 | nan | nan | 0.9853 | 0.8986 | 0.8590 | 0.9712 | 0.7679 | 0.6300 | 0.5263 | 0.9732 | 0.3821 | 0.0 | 0.5380 | 0.9617 | nan |
0.0101 | 2166.67 | 19500 | 0.1338 | 0.7103 | 0.7568 | 0.9801 | nan | 0.9938 | 0.9589 | 0.9201 | 0.9882 | 0.8227 | 0.6645 | 0.5348 | 0.9870 | 0.6776 | 0.0 | 0.5480 | 0.9861 | nan | nan | 0.9852 | 0.8998 | 0.8578 | 0.9718 | 0.7781 | 0.6612 | 0.5215 | 0.9736 | 0.3744 | 0.0 | 0.5380 | 0.9625 | nan |
0.0116 | 2177.78 | 19600 | 0.1309 | 0.7086 | 0.7545 | 0.9801 | nan | 0.9943 | 0.9573 | 0.9189 | 0.9881 | 0.8238 | 0.6419 | 0.5347 | 0.9878 | 0.6729 | 0.0 | 0.5461 | 0.9878 | nan | nan | 0.9852 | 0.9001 | 0.8600 | 0.9722 | 0.7792 | 0.6385 | 0.5204 | 0.9731 | 0.3739 | 0.0 | 0.5378 | 0.9627 | nan |
0.0122 | 2188.89 | 19700 | 0.1362 | 0.7082 | 0.7544 | 0.9798 | nan | 0.9942 | 0.9573 | 0.9186 | 0.9881 | 0.8037 | 0.6611 | 0.5389 | 0.9867 | 0.6693 | 0.0 | 0.5483 | 0.9863 | nan | nan | 0.9851 | 0.8995 | 0.8586 | 0.9705 | 0.7610 | 0.6585 | 0.5219 | 0.9735 | 0.3700 | 0.0 | 0.5383 | 0.9612 | nan |
0.0119 | 2200.0 | 19800 | 0.1332 | 0.7079 | 0.7551 | 0.9800 | nan | 0.9940 | 0.9575 | 0.9205 | 0.9886 | 0.8139 | 0.6433 | 0.5403 | 0.9878 | 0.6804 | 0.0 | 0.5491 | 0.9859 | nan | nan | 0.9853 | 0.9003 | 0.8592 | 0.9712 | 0.7713 | 0.6399 | 0.5213 | 0.9729 | 0.3718 | 0.0 | 0.5390 | 0.9632 | nan |
0.0097 | 2211.11 | 19900 | 0.1353 | 0.7059 | 0.7517 | 0.9799 | nan | 0.9940 | 0.9599 | 0.9167 | 0.9879 | 0.8206 | 0.6267 | 0.5342 | 0.9880 | 0.6568 | 0.0 | 0.5485 | 0.9872 | nan | nan | 0.9851 | 0.8996 | 0.8577 | 0.9719 | 0.7779 | 0.6241 | 0.5166 | 0.9733 | 0.3644 | 0.0 | 0.5385 | 0.9614 | nan |
0.0103 | 2222.22 | 20000 | 0.1331 | 0.7072 | 0.7547 | 0.9799 | nan | 0.9938 | 0.9584 | 0.9232 | 0.9883 | 0.8133 | 0.6378 | 0.5420 | 0.9869 | 0.6767 | 0.0 | 0.5485 | 0.9876 | nan | nan | 0.9852 | 0.9008 | 0.8567 | 0.9714 | 0.7693 | 0.6340 | 0.5257 | 0.9738 | 0.3697 | 0.0 | 0.5388 | 0.9613 | nan |
0.0104 | 2233.33 | 20100 | 0.1373 | 0.7088 | 0.7567 | 0.9800 | nan | 0.9939 | 0.9589 | 0.9195 | 0.9883 | 0.8152 | 0.6403 | 0.5424 | 0.9870 | 0.6977 | 0.0 | 0.5498 | 0.9879 | nan | nan | 0.9852 | 0.8999 | 0.8581 | 0.9715 | 0.7728 | 0.6364 | 0.5234 | 0.9744 | 0.3824 | 0.0 | 0.5392 | 0.9620 | nan |
0.0118 | 2244.44 | 20200 | 0.1370 | 0.7065 | 0.7541 | 0.9798 | nan | 0.9941 | 0.9586 | 0.9152 | 0.9882 | 0.8079 | 0.6270 | 0.5477 | 0.9871 | 0.6864 | 0.0 | 0.5492 | 0.9873 | nan | nan | 0.9851 | 0.8998 | 0.8581 | 0.9711 | 0.7638 | 0.6233 | 0.5287 | 0.9727 | 0.3755 | 0.0 | 0.5391 | 0.9608 | nan |
0.0102 | 2255.56 | 20300 | 0.1369 | 0.7081 | 0.7564 | 0.9799 | nan | 0.9941 | 0.9596 | 0.9152 | 0.9869 | 0.8233 | 0.6386 | 0.5504 | 0.9885 | 0.6814 | 0.0 | 0.5502 | 0.9892 | nan | nan | 0.9851 | 0.9008 | 0.8544 | 0.9721 | 0.7748 | 0.6338 | 0.5292 | 0.9737 | 0.3748 | 0.0 | 0.5395 | 0.9589 | nan |
0.0096 | 2266.67 | 20400 | 0.1383 | 0.7067 | 0.7515 | 0.9799 | nan | 0.9946 | 0.9553 | 0.9108 | 0.9889 | 0.8164 | 0.6415 | 0.5344 | 0.9885 | 0.6554 | 0.0 | 0.5455 | 0.9866 | nan | nan | 0.9850 | 0.9004 | 0.8559 | 0.9718 | 0.7744 | 0.6382 | 0.5204 | 0.9734 | 0.3633 | 0.0 | 0.5381 | 0.9597 | nan |
0.0098 | 2277.78 | 20500 | 0.1392 | 0.7076 | 0.7529 | 0.9801 | nan | 0.9943 | 0.9588 | 0.9160 | 0.9882 | 0.8209 | 0.6321 | 0.5513 | 0.9883 | 0.6494 | 0.0 | 0.5476 | 0.9877 | nan | nan | 0.9852 | 0.9009 | 0.8580 | 0.9723 | 0.7756 | 0.6284 | 0.5334 | 0.9743 | 0.3629 | 0.0 | 0.5388 | 0.9617 | nan |
0.0096 | 2288.89 | 20600 | 0.1394 | 0.6972 | 0.7432 | 0.9793 | nan | 0.9941 | 0.9587 | 0.9231 | 0.9878 | 0.8079 | 0.5345 | 0.5390 | 0.9863 | 0.6537 | 0.0 | 0.5465 | 0.9872 | nan | nan | 0.9851 | 0.9000 | 0.8597 | 0.9688 | 0.7646 | 0.5320 | 0.5206 | 0.9727 | 0.3631 | 0.0 | 0.5387 | 0.9615 | nan |
0.0089 | 2300.0 | 20700 | 0.1390 | 0.7070 | 0.7549 | 0.9800 | nan | 0.9935 | 0.9594 | 0.9301 | 0.9884 | 0.8099 | 0.6250 | 0.5513 | 0.9871 | 0.6797 | 0.0 | 0.5465 | 0.9880 | nan | nan | 0.9854 | 0.9005 | 0.8627 | 0.9714 | 0.7690 | 0.6216 | 0.5277 | 0.9716 | 0.3740 | 0.0 | 0.5378 | 0.9625 | nan |
0.0093 | 2311.11 | 20800 | 0.1387 | 0.7079 | 0.7549 | 0.9801 | nan | 0.9939 | 0.9598 | 0.9214 | 0.9882 | 0.8324 | 0.6223 | 0.5454 | 0.9861 | 0.6749 | 0.0 | 0.5481 | 0.9863 | nan | nan | 0.9852 | 0.8989 | 0.8600 | 0.9726 | 0.7856 | 0.6190 | 0.5244 | 0.9728 | 0.3735 | 0.0 | 0.5398 | 0.9634 | nan |
0.0097 | 2322.22 | 20900 | 0.1359 | 0.7050 | 0.7523 | 0.9800 | nan | 0.9939 | 0.9611 | 0.9212 | 0.9880 | 0.8228 | 0.6182 | 0.5417 | 0.9866 | 0.6613 | 0.0 | 0.5468 | 0.9862 | nan | nan | 0.9852 | 0.9007 | 0.8603 | 0.9719 | 0.7771 | 0.6156 | 0.5097 | 0.9731 | 0.3657 | 0.0 | 0.5376 | 0.9629 | nan |
0.0111 | 2333.33 | 21000 | 0.1363 | 0.7061 | 0.7520 | 0.9800 | nan | 0.9941 | 0.9582 | 0.9211 | 0.9884 | 0.8220 | 0.6193 | 0.5383 | 0.9880 | 0.6584 | 0.0 | 0.5478 | 0.9878 | nan | nan | 0.9851 | 0.9010 | 0.8593 | 0.9717 | 0.7778 | 0.6167 | 0.5207 | 0.9745 | 0.3651 | 0.0 | 0.5381 | 0.9638 | nan |
0.0112 | 2344.44 | 21100 | 0.1435 | 0.7060 | 0.7520 | 0.9797 | nan | 0.9942 | 0.9586 | 0.9105 | 0.9880 | 0.8164 | 0.6207 | 0.5469 | 0.9886 | 0.6636 | 0.0 | 0.5487 | 0.9881 | nan | nan | 0.9848 | 0.8990 | 0.8548 | 0.9716 | 0.7750 | 0.6177 | 0.5287 | 0.9743 | 0.3659 | 0.0 | 0.5393 | 0.9615 | nan |
0.0109 | 2355.56 | 21200 | 0.1420 | 0.7065 | 0.7529 | 0.9799 | nan | 0.9941 | 0.9586 | 0.9165 | 0.9884 | 0.8036 | 0.6335 | 0.5448 | 0.9880 | 0.6690 | 0.0 | 0.5504 | 0.9874 | nan | nan | 0.9850 | 0.9006 | 0.8612 | 0.9710 | 0.7602 | 0.6305 | 0.5247 | 0.9740 | 0.3696 | 0.0 | 0.5394 | 0.9612 | nan |
0.0127 | 2366.67 | 21300 | 0.1375 | 0.7064 | 0.7534 | 0.9800 | nan | 0.9942 | 0.9593 | 0.9175 | 0.9880 | 0.8290 | 0.6219 | 0.5431 | 0.9857 | 0.6655 | 0.0 | 0.5491 | 0.9872 | nan | nan | 0.9852 | 0.9004 | 0.8598 | 0.9720 | 0.7782 | 0.6187 | 0.5208 | 0.9723 | 0.3678 | 0.0 | 0.5394 | 0.9617 | nan |
0.011 | 2377.78 | 21400 | 0.1389 | 0.7085 | 0.7564 | 0.9801 | nan | 0.9938 | 0.9586 | 0.9197 | 0.9883 | 0.8407 | 0.6152 | 0.5626 | 0.9880 | 0.6726 | 0.0 | 0.5496 | 0.9875 | nan | nan | 0.9851 | 0.9002 | 0.8592 | 0.9729 | 0.7915 | 0.6123 | 0.5352 | 0.9738 | 0.3702 | 0.0 | 0.5401 | 0.9616 | nan |
0.0106 | 2388.89 | 21500 | 0.1381 | 0.7090 | 0.7559 | 0.9800 | nan | 0.9940 | 0.9582 | 0.9163 | 0.9883 | 0.8314 | 0.6255 | 0.5604 | 0.9882 | 0.6723 | 0.0 | 0.5498 | 0.9861 | nan | nan | 0.9850 | 0.8999 | 0.8583 | 0.9724 | 0.7866 | 0.6224 | 0.5366 | 0.9740 | 0.3704 | 0.0 | 0.5396 | 0.9624 | nan |
0.0106 | 2400.0 | 21600 | 0.1384 | 0.7109 | 0.7590 | 0.9804 | nan | 0.9938 | 0.9598 | 0.9230 | 0.9880 | 0.8401 | 0.6359 | 0.5448 | 0.9884 | 0.6967 | 0.0 | 0.5498 | 0.9884 | nan | nan | 0.9853 | 0.9013 | 0.8618 | 0.9733 | 0.7933 | 0.6326 | 0.5293 | 0.9740 | 0.3800 | 0.0 | 0.5399 | 0.9605 | nan |
0.0109 | 2411.11 | 21700 | 0.1381 | 0.7101 | 0.7568 | 0.9802 | nan | 0.9940 | 0.9599 | 0.9178 | 0.9875 | 0.8334 | 0.6381 | 0.5619 | 0.9883 | 0.6630 | 0.0 | 0.5494 | 0.9877 | nan | nan | 0.9850 | 0.9007 | 0.8598 | 0.9728 | 0.7876 | 0.6345 | 0.5387 | 0.9739 | 0.3658 | 0.0 | 0.5398 | 0.9627 | nan |
0.011 | 2422.22 | 21800 | 0.1376 | 0.7069 | 0.7524 | 0.9802 | nan | 0.9936 | 0.9614 | 0.9257 | 0.9887 | 0.8238 | 0.6187 | 0.5430 | 0.9876 | 0.6523 | 0.0 | 0.5474 | 0.9861 | nan | nan | 0.9853 | 0.9006 | 0.8638 | 0.9723 | 0.7827 | 0.6164 | 0.5243 | 0.9737 | 0.3619 | 0.0 | 0.5383 | 0.9631 | nan |
0.0093 | 2433.33 | 21900 | 0.1386 | 0.7084 | 0.7547 | 0.9801 | nan | 0.9945 | 0.9583 | 0.9099 | 0.9873 | 0.8456 | 0.6328 | 0.5523 | 0.9879 | 0.6518 | 0.0 | 0.5484 | 0.9870 | nan | nan | 0.9849 | 0.8998 | 0.8567 | 0.9728 | 0.7952 | 0.6293 | 0.5235 | 0.9744 | 0.3624 | 0.0 | 0.5395 | 0.9630 | nan |
0.012 | 2444.44 | 22000 | 0.1401 | 0.7078 | 0.7544 | 0.9802 | nan | 0.9942 | 0.9590 | 0.9172 | 0.9879 | 0.8336 | 0.6247 | 0.5445 | 0.9881 | 0.6689 | 0.0 | 0.5468 | 0.9877 | nan | nan | 0.9851 | 0.9007 | 0.8611 | 0.9728 | 0.7875 | 0.6211 | 0.5250 | 0.9735 | 0.3693 | 0.0 | 0.5367 | 0.9604 | nan |
0.0093 | 2455.56 | 22100 | 0.1410 | 0.7080 | 0.7553 | 0.9802 | nan | 0.9938 | 0.9600 | 0.9255 | 0.9883 | 0.8232 | 0.6101 | 0.5518 | 0.9883 | 0.6878 | 0.0 | 0.5489 | 0.9854 | nan | nan | 0.9854 | 0.9003 | 0.8624 | 0.9724 | 0.7817 | 0.6072 | 0.5334 | 0.9746 | 0.3774 | 0.0 | 0.5396 | 0.9618 | nan |
0.0098 | 2466.67 | 22200 | 0.1409 | 0.7083 | 0.7561 | 0.9800 | nan | 0.9941 | 0.9589 | 0.9187 | 0.9879 | 0.8217 | 0.6276 | 0.5502 | 0.9876 | 0.6910 | 0.0 | 0.5493 | 0.9859 | nan | nan | 0.9852 | 0.8997 | 0.8571 | 0.9720 | 0.7758 | 0.6244 | 0.5281 | 0.9747 | 0.3796 | 0.0 | 0.5400 | 0.9632 | nan |
0.0105 | 2477.78 | 22300 | 0.1387 | 0.7113 | 0.7591 | 0.9803 | nan | 0.9941 | 0.9588 | 0.9213 | 0.9881 | 0.8243 | 0.6280 | 0.5821 | 0.9885 | 0.6869 | 0.0 | 0.5499 | 0.9867 | nan | nan | 0.9853 | 0.9010 | 0.8622 | 0.9723 | 0.7813 | 0.6247 | 0.5510 | 0.9745 | 0.3806 | 0.0 | 0.5411 | 0.9617 | nan |
0.011 | 2488.89 | 22400 | 0.1412 | 0.7097 | 0.7568 | 0.9802 | nan | 0.9940 | 0.9605 | 0.9180 | 0.9884 | 0.8262 | 0.6166 | 0.5668 | 0.9879 | 0.6862 | 0.0 | 0.5505 | 0.9870 | nan | nan | 0.9853 | 0.9009 | 0.8591 | 0.9724 | 0.7835 | 0.6137 | 0.5442 | 0.9750 | 0.3778 | 0.0 | 0.5403 | 0.9638 | nan |
0.0092 | 2500.0 | 22500 | 0.1382 | 0.7106 | 0.7606 | 0.9804 | nan | 0.9937 | 0.9583 | 0.9269 | 0.9886 | 0.8390 | 0.6198 | 0.5691 | 0.9885 | 0.7073 | 0.0 | 0.5497 | 0.9869 | nan | nan | 0.9854 | 0.9023 | 0.8600 | 0.9732 | 0.7934 | 0.6164 | 0.5344 | 0.9745 | 0.3859 | 0.0 | 0.5391 | 0.9622 | nan |
0.0104 | 2511.11 | 22600 | 0.1399 | 0.7098 | 0.7568 | 0.9803 | nan | 0.9944 | 0.9585 | 0.9176 | 0.9882 | 0.8267 | 0.6207 | 0.5682 | 0.9892 | 0.6796 | 0.0 | 0.5512 | 0.9873 | nan | nan | 0.9853 | 0.9019 | 0.8620 | 0.9726 | 0.7833 | 0.6175 | 0.5433 | 0.9746 | 0.3735 | 0.0 | 0.5415 | 0.9621 | nan |
0.0107 | 2522.22 | 22700 | 0.1412 | 0.7082 | 0.7553 | 0.9802 | nan | 0.9943 | 0.9589 | 0.9189 | 0.9883 | 0.8180 | 0.6141 | 0.5599 | 0.9887 | 0.6893 | 0.0 | 0.5479 | 0.9851 | nan | nan | 0.9852 | 0.9015 | 0.8617 | 0.9724 | 0.7751 | 0.6113 | 0.5396 | 0.9745 | 0.3756 | 0.0 | 0.5389 | 0.9629 | nan |
0.0118 | 2533.33 | 22800 | 0.1412 | 0.7088 | 0.7563 | 0.9801 | nan | 0.9941 | 0.9595 | 0.9155 | 0.9889 | 0.8201 | 0.6128 | 0.5769 | 0.9879 | 0.6832 | 0.0 | 0.5494 | 0.9874 | nan | nan | 0.9853 | 0.9006 | 0.8583 | 0.9722 | 0.7747 | 0.6103 | 0.5526 | 0.9754 | 0.3763 | 0.0 | 0.5388 | 0.9607 | nan |
0.013 | 2544.44 | 22900 | 0.1440 | 0.7071 | 0.7529 | 0.9800 | nan | 0.9944 | 0.9592 | 0.9118 | 0.9881 | 0.8257 | 0.6115 | 0.5483 | 0.9881 | 0.6765 | 0.0 | 0.5475 | 0.9838 | nan | nan | 0.9851 | 0.8995 | 0.8588 | 0.9723 | 0.7830 | 0.6088 | 0.5325 | 0.9744 | 0.3708 | 0.0 | 0.5390 | 0.9616 | nan |
0.0103 | 2555.56 | 23000 | 0.1448 | 0.7056 | 0.7539 | 0.9800 | nan | 0.9943 | 0.9577 | 0.9153 | 0.9884 | 0.8227 | 0.6024 | 0.5696 | 0.9888 | 0.6711 | 0.0 | 0.5490 | 0.9871 | nan | nan | 0.9851 | 0.9012 | 0.8556 | 0.9726 | 0.7799 | 0.5997 | 0.5322 | 0.9748 | 0.3682 | 0.0 | 0.5376 | 0.9603 | nan |
0.0094 | 2566.67 | 23100 | 0.1427 | 0.7093 | 0.7562 | 0.9802 | nan | 0.9942 | 0.9587 | 0.9177 | 0.9882 | 0.8263 | 0.6208 | 0.5699 | 0.9885 | 0.6796 | 0.0 | 0.5460 | 0.9849 | nan | nan | 0.9852 | 0.9005 | 0.8598 | 0.9724 | 0.7817 | 0.6176 | 0.5451 | 0.9744 | 0.3751 | 0.0 | 0.5386 | 0.9613 | nan |
0.0098 | 2577.78 | 23200 | 0.1442 | 0.7068 | 0.7543 | 0.9799 | nan | 0.9941 | 0.9595 | 0.9224 | 0.9877 | 0.8178 | 0.5945 | 0.5651 | 0.9867 | 0.6875 | 0.0 | 0.5501 | 0.9863 | nan | nan | 0.9852 | 0.8981 | 0.8615 | 0.9721 | 0.7747 | 0.5920 | 0.5465 | 0.9740 | 0.3778 | 0.0 | 0.5401 | 0.9593 | nan |
0.0086 | 2588.89 | 23300 | 0.1462 | 0.7079 | 0.7554 | 0.9798 | nan | 0.9939 | 0.9585 | 0.9153 | 0.9888 | 0.8177 | 0.6110 | 0.5699 | 0.9871 | 0.6877 | 0.0 | 0.5490 | 0.9863 | nan | nan | 0.9851 | 0.8981 | 0.8549 | 0.9724 | 0.7745 | 0.6083 | 0.5496 | 0.9735 | 0.3788 | 0.0 | 0.5383 | 0.9608 | nan |
0.0122 | 2600.0 | 23400 | 0.1483 | 0.7071 | 0.7547 | 0.9799 | nan | 0.9943 | 0.9587 | 0.9182 | 0.9881 | 0.8208 | 0.6008 | 0.5545 | 0.9860 | 0.6991 | 0.0 | 0.5502 | 0.9855 | nan | nan | 0.9852 | 0.8992 | 0.8585 | 0.9721 | 0.7756 | 0.5984 | 0.5369 | 0.9733 | 0.3817 | 0.0 | 0.5413 | 0.9634 | nan |
0.0103 | 2611.11 | 23500 | 0.1482 | 0.7068 | 0.7542 | 0.9798 | nan | 0.9942 | 0.9595 | 0.9091 | 0.9885 | 0.8103 | 0.6044 | 0.5685 | 0.9879 | 0.6906 | 0.0 | 0.5487 | 0.9882 | nan | nan | 0.9850 | 0.8997 | 0.8561 | 0.9715 | 0.7658 | 0.6022 | 0.5494 | 0.9749 | 0.3766 | 0.0 | 0.5398 | 0.9602 | nan |
0.0112 | 2622.22 | 23600 | 0.1472 | 0.7067 | 0.7531 | 0.9799 | nan | 0.9940 | 0.9600 | 0.9170 | 0.9890 | 0.8155 | 0.6020 | 0.5578 | 0.9861 | 0.6799 | 0.0 | 0.5502 | 0.9858 | nan | nan | 0.9851 | 0.8998 | 0.8597 | 0.9721 | 0.7714 | 0.5995 | 0.5425 | 0.9737 | 0.3737 | 0.0 | 0.5411 | 0.9621 | nan |
0.0096 | 2633.33 | 23700 | 0.1462 | 0.7088 | 0.7567 | 0.9801 | nan | 0.9937 | 0.9599 | 0.9214 | 0.9888 | 0.8225 | 0.6130 | 0.5738 | 0.9869 | 0.6845 | 0.0 | 0.5488 | 0.9869 | nan | nan | 0.9852 | 0.9015 | 0.8555 | 0.9723 | 0.7796 | 0.6106 | 0.5519 | 0.9745 | 0.3737 | 0.0 | 0.5401 | 0.9609 | nan |
0.0104 | 2644.44 | 23800 | 0.1433 | 0.7078 | 0.7566 | 0.9801 | nan | 0.9940 | 0.9611 | 0.9152 | 0.9882 | 0.8256 | 0.6012 | 0.5787 | 0.9877 | 0.6936 | 0.0 | 0.5496 | 0.9848 | nan | nan | 0.9850 | 0.9018 | 0.8559 | 0.9728 | 0.7793 | 0.5993 | 0.5454 | 0.9756 | 0.3793 | 0.0 | 0.5385 | 0.9604 | nan |
0.0089 | 2655.56 | 23900 | 0.1425 | 0.7096 | 0.7575 | 0.9804 | nan | 0.9941 | 0.9596 | 0.9174 | 0.9885 | 0.8344 | 0.6228 | 0.5712 | 0.9891 | 0.6749 | 0.0 | 0.5515 | 0.9863 | nan | nan | 0.9851 | 0.9032 | 0.8582 | 0.9731 | 0.7884 | 0.6203 | 0.5370 | 0.9754 | 0.3738 | 0.0 | 0.5394 | 0.9618 | nan |
0.0094 | 2666.67 | 24000 | 0.1461 | 0.7094 | 0.7573 | 0.9802 | nan | 0.9945 | 0.9575 | 0.9146 | 0.9882 | 0.8306 | 0.6124 | 0.5688 | 0.9884 | 0.6958 | 0.0 | 0.5497 | 0.9872 | nan | nan | 0.9850 | 0.9017 | 0.8572 | 0.9731 | 0.7839 | 0.6101 | 0.5460 | 0.9748 | 0.3810 | 0.0 | 0.5388 | 0.9615 | nan |
0.0098 | 2677.78 | 24100 | 0.1474 | 0.7066 | 0.7540 | 0.9801 | nan | 0.9946 | 0.9591 | 0.9077 | 0.9881 | 0.8323 | 0.6000 | 0.5500 | 0.9887 | 0.6973 | 0.0 | 0.5449 | 0.9848 | nan | nan | 0.9849 | 0.9010 | 0.8539 | 0.9731 | 0.7885 | 0.5983 | 0.5232 | 0.9753 | 0.3836 | 0.0 | 0.5374 | 0.9598 | nan |
0.01 | 2688.89 | 24200 | 0.1452 | 0.7088 | 0.7578 | 0.9803 | nan | 0.9942 | 0.9607 | 0.9192 | 0.9874 | 0.8348 | 0.6146 | 0.5607 | 0.9882 | 0.6984 | 0.0 | 0.5498 | 0.9852 | nan | nan | 0.9852 | 0.9019 | 0.8602 | 0.9728 | 0.7878 | 0.6125 | 0.5287 | 0.9755 | 0.3825 | 0.0 | 0.5383 | 0.9604 | nan |
0.0088 | 2700.0 | 24300 | 0.1469 | 0.7061 | 0.7558 | 0.9801 | nan | 0.9939 | 0.9603 | 0.9155 | 0.9886 | 0.8328 | 0.6029 | 0.5619 | 0.9880 | 0.6916 | 0.0 | 0.5472 | 0.9868 | nan | nan | 0.9851 | 0.9016 | 0.8564 | 0.9725 | 0.7861 | 0.6011 | 0.5190 | 0.9753 | 0.3779 | 0.0 | 0.5368 | 0.9612 | nan |
0.0092 | 2711.11 | 24400 | 0.1446 | 0.7112 | 0.7609 | 0.9801 | nan | 0.9935 | 0.9609 | 0.9205 | 0.9878 | 0.8338 | 0.6230 | 0.5699 | 0.9880 | 0.7190 | 0.0 | 0.5479 | 0.9862 | nan | nan | 0.9849 | 0.9013 | 0.8571 | 0.9727 | 0.7887 | 0.6195 | 0.5418 | 0.9743 | 0.3947 | 0.0 | 0.5382 | 0.9613 | nan |
0.0096 | 2722.22 | 24500 | 0.1415 | 0.7071 | 0.7543 | 0.9804 | nan | 0.9943 | 0.9597 | 0.9197 | 0.9886 | 0.8457 | 0.6118 | 0.5517 | 0.9869 | 0.6586 | 0.0 | 0.5482 | 0.9865 | nan | nan | 0.9855 | 0.9023 | 0.8602 | 0.9733 | 0.7985 | 0.6093 | 0.5173 | 0.9745 | 0.3638 | 0.0 | 0.5385 | 0.9622 | nan |
0.0098 | 2733.33 | 24600 | 0.1453 | 0.7098 | 0.7582 | 0.9805 | nan | 0.9942 | 0.9612 | 0.9133 | 0.9880 | 0.8459 | 0.6128 | 0.5669 | 0.9887 | 0.6925 | 0.0 | 0.5480 | 0.9864 | nan | nan | 0.9852 | 0.9022 | 0.8578 | 0.9741 | 0.8010 | 0.6098 | 0.5327 | 0.9750 | 0.3812 | 0.0 | 0.5376 | 0.9607 | nan |
0.0086 | 2744.44 | 24700 | 0.1449 | 0.7069 | 0.7555 | 0.9803 | nan | 0.9944 | 0.9578 | 0.9119 | 0.9889 | 0.8357 | 0.6215 | 0.5472 | 0.9885 | 0.6835 | 0.0 | 0.5510 | 0.9858 | nan | nan | 0.9852 | 0.9027 | 0.8579 | 0.9728 | 0.7893 | 0.6189 | 0.5049 | 0.9742 | 0.3757 | 0.0 | 0.5400 | 0.9613 | nan |
0.0089 | 2755.56 | 24800 | 0.1454 | 0.7076 | 0.7565 | 0.9803 | nan | 0.9940 | 0.9601 | 0.9205 | 0.9883 | 0.8372 | 0.6035 | 0.5589 | 0.9885 | 0.6922 | 0.0 | 0.5491 | 0.9857 | nan | nan | 0.9853 | 0.9013 | 0.8617 | 0.9732 | 0.7917 | 0.6015 | 0.5202 | 0.9739 | 0.3792 | 0.0 | 0.5409 | 0.9620 | nan |
0.0109 | 2766.67 | 24900 | 0.1531 | 0.7061 | 0.7553 | 0.9801 | nan | 0.9946 | 0.9597 | 0.9128 | 0.9879 | 0.8256 | 0.6045 | 0.5549 | 0.9874 | 0.7011 | 0.0 | 0.5495 | 0.9855 | nan | nan | 0.9850 | 0.9021 | 0.8570 | 0.9727 | 0.7808 | 0.6019 | 0.5122 | 0.9752 | 0.3828 | 0.0 | 0.5402 | 0.9636 | nan |
0.0084 | 2777.78 | 25000 | 0.1498 | 0.7068 | 0.7568 | 0.9801 | nan | 0.9939 | 0.9620 | 0.9249 | 0.9874 | 0.8235 | 0.5955 | 0.5665 | 0.9861 | 0.7077 | 0.0 | 0.5472 | 0.9864 | nan | nan | 0.9853 | 0.9006 | 0.8604 | 0.9722 | 0.7771 | 0.5929 | 0.5330 | 0.9753 | 0.3866 | 0.0 | 0.5378 | 0.9608 | nan |
0.0086 | 2788.89 | 25100 | 0.1493 | 0.7057 | 0.7555 | 0.9800 | nan | 0.9939 | 0.9599 | 0.9116 | 0.9890 | 0.8274 | 0.6049 | 0.5600 | 0.9878 | 0.6946 | 0.0 | 0.5496 | 0.9877 | nan | nan | 0.9850 | 0.9017 | 0.8539 | 0.9728 | 0.7833 | 0.6020 | 0.5138 | 0.9745 | 0.3807 | 0.0 | 0.5393 | 0.9612 | nan |
0.0097 | 2800.0 | 25200 | 0.1457 | 0.7071 | 0.7565 | 0.9803 | nan | 0.9942 | 0.9604 | 0.9171 | 0.9883 | 0.8443 | 0.6041 | 0.5603 | 0.9865 | 0.6884 | 0.0 | 0.5472 | 0.9868 | nan | nan | 0.9852 | 0.9021 | 0.8562 | 0.9737 | 0.7964 | 0.6016 | 0.5121 | 0.9759 | 0.3812 | 0.0 | 0.5386 | 0.9625 | nan |
0.0085 | 2811.11 | 25300 | 0.1475 | 0.7075 | 0.7559 | 0.9803 | nan | 0.9941 | 0.9613 | 0.9185 | 0.9876 | 0.8436 | 0.6070 | 0.5639 | 0.9879 | 0.6745 | 0.0 | 0.5472 | 0.9854 | nan | nan | 0.9852 | 0.9014 | 0.8587 | 0.9736 | 0.7950 | 0.6045 | 0.5228 | 0.9744 | 0.3744 | 0.0 | 0.5382 | 0.9621 | nan |
0.0088 | 2822.22 | 25400 | 0.1511 | 0.7069 | 0.7569 | 0.9804 | nan | 0.9944 | 0.9596 | 0.9160 | 0.9883 | 0.8436 | 0.5966 | 0.5624 | 0.9874 | 0.6986 | 0.0 | 0.5494 | 0.9865 | nan | nan | 0.9852 | 0.9026 | 0.8583 | 0.9734 | 0.7921 | 0.5947 | 0.5138 | 0.9753 | 0.3864 | 0.0 | 0.5396 | 0.9616 | nan |
0.0079 | 2833.33 | 25500 | 0.1439 | 0.7059 | 0.7566 | 0.9804 | nan | 0.9943 | 0.9600 | 0.9200 | 0.9879 | 0.8428 | 0.6075 | 0.5672 | 0.9878 | 0.6787 | 0.0 | 0.5474 | 0.9860 | nan | nan | 0.9853 | 0.9036 | 0.8592 | 0.9735 | 0.7939 | 0.6055 | 0.5011 | 0.9747 | 0.3755 | 0.0 | 0.5369 | 0.9617 | nan |
0.0072 | 2844.44 | 25600 | 0.1512 | 0.7054 | 0.7543 | 0.9801 | nan | 0.9941 | 0.9604 | 0.9180 | 0.9880 | 0.8253 | 0.6062 | 0.5531 | 0.9884 | 0.6850 | 0.0 | 0.5466 | 0.9864 | nan | nan | 0.9851 | 0.9020 | 0.8585 | 0.9724 | 0.7827 | 0.6040 | 0.5104 | 0.9749 | 0.3773 | 0.0 | 0.5373 | 0.9600 | nan |
0.0074 | 2855.56 | 25700 | 0.1535 | 0.7059 | 0.7551 | 0.9802 | nan | 0.9939 | 0.9612 | 0.9173 | 0.9879 | 0.8327 | 0.6066 | 0.5540 | 0.9891 | 0.6842 | 0.0 | 0.5483 | 0.9858 | nan | nan | 0.9852 | 0.9019 | 0.8580 | 0.9728 | 0.7867 | 0.6043 | 0.5079 | 0.9752 | 0.3797 | 0.0 | 0.5390 | 0.9602 | nan |
0.0086 | 2866.67 | 25800 | 0.1485 | 0.7076 | 0.7569 | 0.9803 | nan | 0.9944 | 0.9601 | 0.9121 | 0.9877 | 0.8501 | 0.6070 | 0.5688 | 0.9881 | 0.6823 | 0.0 | 0.5463 | 0.9858 | nan | nan | 0.9850 | 0.9028 | 0.8537 | 0.9739 | 0.7977 | 0.6044 | 0.5203 | 0.9758 | 0.3795 | 0.0 | 0.5362 | 0.9616 | nan |
0.01 | 2877.78 | 25900 | 0.1508 | 0.7072 | 0.7584 | 0.9803 | nan | 0.9939 | 0.9604 | 0.9172 | 0.9884 | 0.8425 | 0.6057 | 0.5683 | 0.9884 | 0.7006 | 0.0 | 0.5488 | 0.9864 | nan | nan | 0.9852 | 0.9023 | 0.8591 | 0.9733 | 0.7936 | 0.6035 | 0.5110 | 0.9748 | 0.3849 | 0.0 | 0.5379 | 0.9607 | nan |
0.008 | 2888.89 | 26000 | 0.1557 | 0.7063 | 0.7569 | 0.9801 | nan | 0.9940 | 0.9592 | 0.9223 | 0.9881 | 0.8192 | 0.6052 | 0.5604 | 0.9881 | 0.7111 | 0.0 | 0.5490 | 0.9860 | nan | nan | 0.9852 | 0.9018 | 0.8593 | 0.9718 | 0.7763 | 0.6031 | 0.5155 | 0.9749 | 0.3890 | 0.0 | 0.5389 | 0.9602 | nan |
0.0082 | 2900.0 | 26100 | 0.1495 | 0.7088 | 0.7581 | 0.9803 | nan | 0.9941 | 0.9603 | 0.9150 | 0.9882 | 0.8468 | 0.5991 | 0.5758 | 0.9881 | 0.6970 | 0.0 | 0.5482 | 0.9846 | nan | nan | 0.9851 | 0.9010 | 0.8588 | 0.9736 | 0.7993 | 0.5971 | 0.5342 | 0.9747 | 0.3841 | 0.0 | 0.5390 | 0.9590 | nan |
0.0086 | 2911.11 | 26200 | 0.1492 | 0.7080 | 0.7581 | 0.9802 | nan | 0.9935 | 0.9619 | 0.9256 | 0.9876 | 0.8353 | 0.6074 | 0.5659 | 0.9879 | 0.7004 | 0.0 | 0.5468 | 0.9854 | nan | nan | 0.9851 | 0.9023 | 0.8579 | 0.9727 | 0.7875 | 0.6054 | 0.5237 | 0.9751 | 0.3891 | 0.0 | 0.5372 | 0.9606 | nan |
0.0083 | 2922.22 | 26300 | 0.1524 | 0.7066 | 0.7580 | 0.9803 | nan | 0.9942 | 0.9604 | 0.9177 | 0.9882 | 0.8240 | 0.6217 | 0.5670 | 0.9879 | 0.7020 | 0.0 | 0.5467 | 0.9862 | nan | nan | 0.9852 | 0.9040 | 0.8575 | 0.9725 | 0.7777 | 0.6192 | 0.5042 | 0.9762 | 0.3848 | 0.0 | 0.5364 | 0.9611 | nan |
0.0084 | 2933.33 | 26400 | 0.1514 | 0.7060 | 0.7565 | 0.9802 | nan | 0.9939 | 0.9606 | 0.9205 | 0.9885 | 0.8238 | 0.6122 | 0.5594 | 0.9877 | 0.6955 | 0.0 | 0.5498 | 0.9867 | nan | nan | 0.9853 | 0.9032 | 0.8600 | 0.9723 | 0.7788 | 0.6092 | 0.5085 | 0.9750 | 0.3811 | 0.0 | 0.5390 | 0.9599 | nan |
0.0083 | 2944.44 | 26500 | 0.1534 | 0.7076 | 0.7578 | 0.9802 | nan | 0.9941 | 0.9608 | 0.9170 | 0.9882 | 0.8306 | 0.6167 | 0.5696 | 0.9869 | 0.6938 | 0.0 | 0.5500 | 0.9861 | nan | nan | 0.9851 | 0.9033 | 0.8581 | 0.9724 | 0.7818 | 0.6142 | 0.5173 | 0.9757 | 0.3821 | 0.0 | 0.5384 | 0.9624 | nan |
0.0095 | 2955.56 | 26600 | 0.1527 | 0.7074 | 0.7580 | 0.9803 | nan | 0.9941 | 0.9588 | 0.9145 | 0.9889 | 0.8497 | 0.6032 | 0.5771 | 0.9883 | 0.6837 | 0.0 | 0.5494 | 0.9877 | nan | nan | 0.9851 | 0.9033 | 0.8575 | 0.9735 | 0.7980 | 0.6008 | 0.5211 | 0.9750 | 0.3757 | 0.0 | 0.5380 | 0.9609 | nan |
0.0094 | 2966.67 | 26700 | 0.1515 | 0.7058 | 0.7570 | 0.9803 | nan | 0.9943 | 0.9609 | 0.9109 | 0.9883 | 0.8314 | 0.6122 | 0.5705 | 0.9880 | 0.6894 | 0.0 | 0.5512 | 0.9866 | nan | nan | 0.9851 | 0.9049 | 0.8551 | 0.9728 | 0.7844 | 0.6094 | 0.5028 | 0.9755 | 0.3792 | 0.0 | 0.5392 | 0.9608 | nan |
0.0085 | 2977.78 | 26800 | 0.1570 | 0.7046 | 0.7518 | 0.9801 | nan | 0.9944 | 0.9606 | 0.9112 | 0.9884 | 0.8286 | 0.5894 | 0.5620 | 0.9872 | 0.6654 | 0.0 | 0.5478 | 0.9865 | nan | nan | 0.9850 | 0.9024 | 0.8551 | 0.9724 | 0.7827 | 0.5871 | 0.5223 | 0.9758 | 0.3716 | 0.0 | 0.5396 | 0.9612 | nan |
0.0077 | 2988.89 | 26900 | 0.1541 | 0.7066 | 0.7565 | 0.9802 | nan | 0.9941 | 0.9603 | 0.9163 | 0.9884 | 0.8280 | 0.6129 | 0.5612 | 0.9879 | 0.6951 | 0.0 | 0.5472 | 0.9864 | nan | nan | 0.9852 | 0.9023 | 0.8596 | 0.9724 | 0.7813 | 0.6105 | 0.5138 | 0.9754 | 0.3809 | 0.0 | 0.5383 | 0.9601 | nan |
0.0073 | 3000.0 | 27000 | 0.1479 | 0.7083 | 0.7592 | 0.9806 | nan | 0.9942 | 0.9607 | 0.9154 | 0.9882 | 0.8564 | 0.6192 | 0.5635 | 0.9880 | 0.6900 | 0.0 | 0.5486 | 0.9867 | nan | nan | 0.9852 | 0.9046 | 0.8592 | 0.9742 | 0.8069 | 0.6166 | 0.4978 | 0.9751 | 0.3805 | 0.0 | 0.5389 | 0.9601 | nan |
0.0093 | 3011.11 | 27100 | 0.1483 | 0.7090 | 0.7592 | 0.9804 | nan | 0.9937 | 0.9594 | 0.9243 | 0.9886 | 0.8341 | 0.6208 | 0.5544 | 0.9887 | 0.7122 | 0.0 | 0.5495 | 0.9853 | nan | nan | 0.9852 | 0.9030 | 0.8584 | 0.9732 | 0.7890 | 0.6180 | 0.5165 | 0.9746 | 0.3911 | 0.0 | 0.5388 | 0.9606 | nan |
0.0083 | 3022.22 | 27200 | 0.1523 | 0.7079 | 0.7577 | 0.9804 | nan | 0.9939 | 0.9598 | 0.9248 | 0.9885 | 0.8425 | 0.6018 | 0.5710 | 0.9875 | 0.6911 | 0.0 | 0.5458 | 0.9856 | nan | nan | 0.9853 | 0.9020 | 0.8599 | 0.9736 | 0.7986 | 0.5994 | 0.5215 | 0.9742 | 0.3838 | 0.0 | 0.5359 | 0.9607 | nan |
0.009 | 3033.33 | 27300 | 0.1479 | 0.7131 | 0.7628 | 0.9810 | nan | 0.9943 | 0.9600 | 0.9190 | 0.9878 | 0.8925 | 0.6139 | 0.5663 | 0.9879 | 0.6989 | 0.0 | 0.5480 | 0.9855 | nan | nan | 0.9853 | 0.9023 | 0.8596 | 0.9765 | 0.8400 | 0.6110 | 0.5209 | 0.9752 | 0.3873 | 0.0 | 0.5392 | 0.9603 | nan |
0.0086 | 3044.44 | 27400 | 0.1508 | 0.7125 | 0.7600 | 0.9809 | nan | 0.9942 | 0.9598 | 0.9170 | 0.9886 | 0.8866 | 0.6078 | 0.5652 | 0.9883 | 0.6815 | 0.0 | 0.5452 | 0.9859 | nan | nan | 0.9853 | 0.9021 | 0.8593 | 0.9764 | 0.8399 | 0.6049 | 0.5300 | 0.9743 | 0.3776 | 0.0 | 0.5375 | 0.9626 | nan |
0.0101 | 3055.56 | 27500 | 0.1484 | 0.7104 | 0.7591 | 0.9809 | nan | 0.9940 | 0.9592 | 0.9202 | 0.9894 | 0.8808 | 0.6085 | 0.5475 | 0.9884 | 0.6906 | 0.0 | 0.5455 | 0.9847 | nan | nan | 0.9854 | 0.9022 | 0.8615 | 0.9758 | 0.8345 | 0.6063 | 0.5071 | 0.9752 | 0.3784 | 0.0 | 0.5363 | 0.9618 | nan |
0.0084 | 3066.67 | 27600 | 0.1475 | 0.7092 | 0.7592 | 0.9809 | nan | 0.9942 | 0.9607 | 0.9214 | 0.9881 | 0.8780 | 0.6050 | 0.5552 | 0.9877 | 0.6878 | 0.0 | 0.5476 | 0.9853 | nan | nan | 0.9854 | 0.9040 | 0.8613 | 0.9751 | 0.8255 | 0.6026 | 0.5017 | 0.9754 | 0.3805 | 0.0 | 0.5373 | 0.9616 | nan |
0.0075 | 3077.78 | 27700 | 0.1472 | 0.7129 | 0.7624 | 0.9809 | nan | 0.9940 | 0.9592 | 0.9204 | 0.9886 | 0.8812 | 0.6141 | 0.5739 | 0.9889 | 0.6970 | 0.0 | 0.5458 | 0.9857 | nan | nan | 0.9852 | 0.9023 | 0.8611 | 0.9759 | 0.8331 | 0.6109 | 0.5320 | 0.9745 | 0.3841 | 0.0 | 0.5354 | 0.9606 | nan |
0.0076 | 3088.89 | 27800 | 0.1516 | 0.7122 | 0.7611 | 0.9808 | nan | 0.9944 | 0.9589 | 0.9165 | 0.9884 | 0.8729 | 0.6150 | 0.5639 | 0.9875 | 0.7016 | 0.0 | 0.5477 | 0.9860 | nan | nan | 0.9852 | 0.9022 | 0.8590 | 0.9755 | 0.8245 | 0.6127 | 0.5303 | 0.9750 | 0.3844 | 0.0 | 0.5373 | 0.9598 | nan |
0.007 | 3100.0 | 27900 | 0.1500 | 0.7116 | 0.7607 | 0.9809 | nan | 0.9940 | 0.9604 | 0.9209 | 0.9890 | 0.8759 | 0.6195 | 0.5612 | 0.9877 | 0.6852 | 0.0 | 0.5481 | 0.9863 | nan | nan | 0.9854 | 0.9030 | 0.8610 | 0.9758 | 0.8304 | 0.6170 | 0.5162 | 0.9744 | 0.3785 | 0.0 | 0.5378 | 0.9599 | nan |
0.0096 | 3111.11 | 28000 | 0.1491 | 0.7102 | 0.7591 | 0.9807 | nan | 0.9940 | 0.9602 | 0.9212 | 0.9880 | 0.8732 | 0.6032 | 0.5681 | 0.9886 | 0.6796 | 0.0 | 0.5475 | 0.9859 | nan | nan | 0.9853 | 0.9021 | 0.8596 | 0.9755 | 0.8215 | 0.6008 | 0.5276 | 0.9744 | 0.3780 | 0.0 | 0.5369 | 0.9610 | nan |
0.0092 | 3122.22 | 28100 | 0.1499 | 0.7103 | 0.7598 | 0.9811 | nan | 0.9942 | 0.9603 | 0.9241 | 0.9883 | 0.8852 | 0.6099 | 0.5463 | 0.9877 | 0.6860 | 0.0 | 0.5503 | 0.9857 | nan | nan | 0.9854 | 0.9037 | 0.8623 | 0.9763 | 0.8347 | 0.6075 | 0.4962 | 0.9758 | 0.3828 | 0.0 | 0.5386 | 0.9603 | nan |
0.0072 | 3133.33 | 28200 | 0.1501 | 0.7097 | 0.7600 | 0.9808 | nan | 0.9940 | 0.9600 | 0.9224 | 0.9886 | 0.8708 | 0.6071 | 0.5669 | 0.9877 | 0.6885 | 0.0 | 0.5466 | 0.9872 | nan | nan | 0.9854 | 0.9022 | 0.8619 | 0.9753 | 0.8242 | 0.6046 | 0.5126 | 0.9751 | 0.3785 | 0.0 | 0.5360 | 0.9603 | nan |
0.0074 | 3144.44 | 28300 | 0.1516 | 0.7084 | 0.7566 | 0.9808 | nan | 0.9940 | 0.9603 | 0.9240 | 0.9885 | 0.8754 | 0.5961 | 0.5512 | 0.9882 | 0.6676 | 0.0 | 0.5477 | 0.9856 | nan | nan | 0.9854 | 0.9023 | 0.8618 | 0.9756 | 0.8286 | 0.5941 | 0.5096 | 0.9749 | 0.3708 | 0.0 | 0.5368 | 0.9610 | nan |
0.0081 | 3155.56 | 28400 | 0.1538 | 0.7092 | 0.7581 | 0.9807 | nan | 0.9941 | 0.9606 | 0.9197 | 0.9878 | 0.8732 | 0.6043 | 0.5552 | 0.9883 | 0.6816 | 0.0 | 0.5476 | 0.9847 | nan | nan | 0.9852 | 0.9014 | 0.8609 | 0.9754 | 0.8239 | 0.6018 | 0.5148 | 0.9745 | 0.3758 | 0.0 | 0.5374 | 0.9599 | nan |
0.0081 | 3166.67 | 28500 | 0.1530 | 0.7085 | 0.7591 | 0.9807 | nan | 0.9941 | 0.9603 | 0.9176 | 0.9881 | 0.8712 | 0.5963 | 0.5612 | 0.9890 | 0.6976 | 0.0 | 0.5475 | 0.9865 | nan | nan | 0.9852 | 0.9022 | 0.8598 | 0.9754 | 0.8242 | 0.5941 | 0.5039 | 0.9749 | 0.3825 | 0.0 | 0.5378 | 0.9619 | nan |
0.009 | 3177.78 | 28600 | 0.1502 | 0.7104 | 0.7616 | 0.9808 | nan | 0.9940 | 0.9605 | 0.9194 | 0.9879 | 0.8825 | 0.6123 | 0.5694 | 0.9880 | 0.6894 | 0.0 | 0.5483 | 0.9875 | nan | nan | 0.9852 | 0.9029 | 0.8588 | 0.9762 | 0.8306 | 0.6097 | 0.5105 | 0.9745 | 0.3801 | 0.0 | 0.5374 | 0.9589 | nan |
0.0084 | 3188.89 | 28700 | 0.1489 | 0.7083 | 0.7603 | 0.9810 | nan | 0.9942 | 0.9607 | 0.9250 | 0.9880 | 0.8759 | 0.6035 | 0.5544 | 0.9880 | 0.7024 | 0.0 | 0.5449 | 0.9865 | nan | nan | 0.9854 | 0.9043 | 0.8625 | 0.9759 | 0.8261 | 0.6012 | 0.4881 | 0.9761 | 0.3847 | 0.0 | 0.5352 | 0.9604 | nan |
0.0074 | 3200.0 | 28800 | 0.1556 | 0.7079 | 0.7579 | 0.9809 | nan | 0.9946 | 0.9604 | 0.9128 | 0.9882 | 0.8793 | 0.6003 | 0.5561 | 0.9879 | 0.6779 | 0.0 | 0.5504 | 0.9865 | nan | nan | 0.9853 | 0.9042 | 0.8589 | 0.9757 | 0.8262 | 0.5975 | 0.4958 | 0.9756 | 0.3756 | 0.0 | 0.5387 | 0.9608 | nan |
0.0068 | 3211.11 | 28900 | 0.1587 | 0.7070 | 0.7582 | 0.9805 | nan | 0.9943 | 0.9595 | 0.9142 | 0.9890 | 0.8534 | 0.6019 | 0.5634 | 0.9878 | 0.6998 | 0.0 | 0.5479 | 0.9869 | nan | nan | 0.9852 | 0.9034 | 0.8574 | 0.9747 | 0.8088 | 0.5997 | 0.5006 | 0.9757 | 0.3821 | 0.0 | 0.5369 | 0.9594 | nan |
0.0075 | 3222.22 | 29000 | 0.1527 | 0.7107 | 0.7595 | 0.9809 | nan | 0.9944 | 0.9592 | 0.9204 | 0.9881 | 0.8774 | 0.6170 | 0.5572 | 0.9886 | 0.6797 | 0.0 | 0.5481 | 0.9842 | nan | nan | 0.9853 | 0.9034 | 0.8603 | 0.9758 | 0.8291 | 0.6143 | 0.5069 | 0.9752 | 0.3792 | 0.0 | 0.5372 | 0.9612 | nan |
0.0084 | 3233.33 | 29100 | 0.1543 | 0.7085 | 0.7594 | 0.9808 | nan | 0.9940 | 0.9613 | 0.9241 | 0.9885 | 0.8644 | 0.5947 | 0.5654 | 0.9880 | 0.7006 | 0.0 | 0.5470 | 0.9852 | nan | nan | 0.9855 | 0.9032 | 0.8627 | 0.9752 | 0.8169 | 0.5928 | 0.5073 | 0.9750 | 0.3858 | 0.0 | 0.5358 | 0.9616 | nan |
0.0087 | 3244.44 | 29200 | 0.1545 | 0.7097 | 0.7603 | 0.9808 | nan | 0.9942 | 0.9615 | 0.9179 | 0.9880 | 0.8697 | 0.6003 | 0.5692 | 0.9886 | 0.6988 | 0.0 | 0.5480 | 0.9872 | nan | nan | 0.9855 | 0.9034 | 0.8596 | 0.9753 | 0.8212 | 0.5983 | 0.5134 | 0.9757 | 0.3854 | 0.0 | 0.5366 | 0.9615 | nan |
0.0094 | 3255.56 | 29300 | 0.1568 | 0.7100 | 0.7583 | 0.9807 | nan | 0.9944 | 0.9601 | 0.9136 | 0.9882 | 0.8696 | 0.6151 | 0.5668 | 0.9883 | 0.6683 | 0.0 | 0.5493 | 0.9862 | nan | nan | 0.9850 | 0.9040 | 0.8588 | 0.9752 | 0.8216 | 0.6121 | 0.5147 | 0.9751 | 0.3735 | 0.0 | 0.5381 | 0.9616 | nan |
0.007 | 3266.67 | 29400 | 0.1538 | 0.7085 | 0.7580 | 0.9807 | nan | 0.9942 | 0.9604 | 0.9177 | 0.9880 | 0.8773 | 0.6101 | 0.5541 | 0.9883 | 0.6758 | 0.0 | 0.5451 | 0.9851 | nan | nan | 0.9852 | 0.9028 | 0.8575 | 0.9754 | 0.8272 | 0.6080 | 0.4985 | 0.9753 | 0.3768 | 0.0 | 0.5352 | 0.9600 | nan |
0.0077 | 3277.78 | 29500 | 0.1564 | 0.7073 | 0.7572 | 0.9806 | nan | 0.9942 | 0.9609 | 0.9192 | 0.9881 | 0.8575 | 0.6032 | 0.5702 | 0.9874 | 0.6718 | 0.0 | 0.5455 | 0.9879 | nan | nan | 0.9853 | 0.9034 | 0.8599 | 0.9744 | 0.8085 | 0.6007 | 0.5099 | 0.9757 | 0.3743 | 0.0 | 0.5362 | 0.9591 | nan |
0.0074 | 3288.89 | 29600 | 0.1566 | 0.7098 | 0.7573 | 0.9807 | nan | 0.9942 | 0.9617 | 0.9131 | 0.9883 | 0.8738 | 0.6106 | 0.5581 | 0.9880 | 0.6670 | 0.0 | 0.5469 | 0.9856 | nan | nan | 0.9851 | 0.9034 | 0.8575 | 0.9753 | 0.8255 | 0.6080 | 0.5163 | 0.9753 | 0.3725 | 0.0 | 0.5376 | 0.9605 | nan |
0.0073 | 3300.0 | 29700 | 0.1572 | 0.7097 | 0.7581 | 0.9807 | nan | 0.9940 | 0.9621 | 0.9215 | 0.9880 | 0.8675 | 0.6069 | 0.5612 | 0.9872 | 0.6752 | 0.0 | 0.5486 | 0.9849 | nan | nan | 0.9852 | 0.9032 | 0.8585 | 0.9750 | 0.8176 | 0.6050 | 0.5167 | 0.9756 | 0.3789 | 0.0 | 0.5390 | 0.9613 | nan |
0.009 | 3311.11 | 29800 | 0.1548 | 0.7092 | 0.7576 | 0.9807 | nan | 0.9942 | 0.9613 | 0.9175 | 0.9883 | 0.8608 | 0.6116 | 0.5661 | 0.9876 | 0.6699 | 0.0 | 0.5483 | 0.9864 | nan | nan | 0.9851 | 0.9034 | 0.8584 | 0.9750 | 0.8147 | 0.6095 | 0.5156 | 0.9751 | 0.3741 | 0.0 | 0.5378 | 0.9614 | nan |
0.007 | 3322.22 | 29900 | 0.1559 | 0.7094 | 0.7593 | 0.9808 | nan | 0.9943 | 0.9596 | 0.9210 | 0.9883 | 0.8701 | 0.6091 | 0.5688 | 0.9876 | 0.6783 | 0.0 | 0.5482 | 0.9862 | nan | nan | 0.9854 | 0.9037 | 0.8605 | 0.9753 | 0.8208 | 0.6068 | 0.5124 | 0.9749 | 0.3753 | 0.0 | 0.5382 | 0.9591 | nan |
0.0085 | 3333.33 | 30000 | 0.1533 | 0.7128 | 0.7632 | 0.9809 | nan | 0.9941 | 0.9602 | 0.9168 | 0.9884 | 0.8761 | 0.6264 | 0.5862 | 0.9881 | 0.6849 | 0.0 | 0.5500 | 0.9868 | nan | nan | 0.9851 | 0.9044 | 0.8570 | 0.9757 | 0.8268 | 0.6233 | 0.5257 | 0.9746 | 0.3816 | 0.0 | 0.5390 | 0.9603 | nan |
0.008 | 3344.44 | 30100 | 0.1561 | 0.7077 | 0.7571 | 0.9804 | nan | 0.9942 | 0.9598 | 0.9106 | 0.9889 | 0.8522 | 0.6131 | 0.5671 | 0.9883 | 0.6793 | 0.0 | 0.5469 | 0.9847 | nan | nan | 0.9850 | 0.9026 | 0.8556 | 0.9742 | 0.8061 | 0.6109 | 0.5077 | 0.9746 | 0.3794 | 0.0 | 0.5370 | 0.9596 | nan |
0.0077 | 3355.56 | 30200 | 0.1548 | 0.7110 | 0.7614 | 0.9809 | nan | 0.9944 | 0.9606 | 0.9155 | 0.9881 | 0.8809 | 0.6166 | 0.5663 | 0.9875 | 0.6933 | 0.0 | 0.5495 | 0.9838 | nan | nan | 0.9852 | 0.9041 | 0.8587 | 0.9757 | 0.8295 | 0.6141 | 0.5060 | 0.9752 | 0.3845 | 0.0 | 0.5376 | 0.9614 | nan |
0.0078 | 3366.67 | 30300 | 0.1582 | 0.7086 | 0.7579 | 0.9805 | nan | 0.9941 | 0.9604 | 0.9187 | 0.9884 | 0.8490 | 0.6053 | 0.5677 | 0.9878 | 0.6881 | 0.0 | 0.5505 | 0.9845 | nan | nan | 0.9852 | 0.9025 | 0.8583 | 0.9741 | 0.8039 | 0.6029 | 0.5179 | 0.9752 | 0.3825 | 0.0 | 0.5396 | 0.9614 | nan |
0.0085 | 3377.78 | 30400 | 0.1584 | 0.7099 | 0.7580 | 0.9806 | nan | 0.9942 | 0.9601 | 0.9181 | 0.9881 | 0.8676 | 0.6098 | 0.5632 | 0.9876 | 0.6737 | 0.0 | 0.5485 | 0.9847 | nan | nan | 0.9851 | 0.9027 | 0.8598 | 0.9748 | 0.8185 | 0.6071 | 0.5215 | 0.9749 | 0.3761 | 0.0 | 0.5381 | 0.9601 | nan |
0.0078 | 3388.89 | 30500 | 0.1552 | 0.7110 | 0.7592 | 0.9808 | nan | 0.9946 | 0.9608 | 0.9140 | 0.9882 | 0.8756 | 0.6071 | 0.5665 | 0.9862 | 0.6854 | 0.0 | 0.5482 | 0.9835 | nan | nan | 0.9852 | 0.9022 | 0.8596 | 0.9759 | 0.8264 | 0.6050 | 0.5235 | 0.9744 | 0.3809 | 0.0 | 0.5390 | 0.9603 | nan |
0.0077 | 3400.0 | 30600 | 0.1586 | 0.7098 | 0.7584 | 0.9806 | nan | 0.9942 | 0.9609 | 0.9148 | 0.9885 | 0.8597 | 0.6048 | 0.5654 | 0.9876 | 0.6905 | 0.0 | 0.5483 | 0.9865 | nan | nan | 0.9851 | 0.9027 | 0.8603 | 0.9746 | 0.8127 | 0.6020 | 0.5275 | 0.9754 | 0.3816 | 0.0 | 0.5377 | 0.9581 | nan |
0.0084 | 3411.11 | 30700 | 0.1579 | 0.7125 | 0.7621 | 0.9810 | nan | 0.9943 | 0.9615 | 0.9179 | 0.9885 | 0.8710 | 0.6167 | 0.5672 | 0.9876 | 0.7041 | 0.0 | 0.5503 | 0.9855 | nan | nan | 0.9854 | 0.9038 | 0.8611 | 0.9758 | 0.8247 | 0.6145 | 0.5207 | 0.9752 | 0.3895 | 0.0 | 0.5389 | 0.9602 | nan |
0.0084 | 3422.22 | 30800 | 0.1562 | 0.7118 | 0.7623 | 0.9809 | nan | 0.9940 | 0.9625 | 0.9168 | 0.9881 | 0.8793 | 0.6082 | 0.5797 | 0.9881 | 0.6926 | 0.0 | 0.5523 | 0.9860 | nan | nan | 0.9853 | 0.9033 | 0.8615 | 0.9758 | 0.8298 | 0.6062 | 0.5219 | 0.9754 | 0.3848 | 0.0 | 0.5389 | 0.9593 | nan |
0.0071 | 3433.33 | 30900 | 0.1574 | 0.7115 | 0.7606 | 0.9811 | nan | 0.9944 | 0.9598 | 0.9173 | 0.9888 | 0.8817 | 0.6085 | 0.5623 | 0.9884 | 0.6895 | 0.0 | 0.5505 | 0.9862 | nan | nan | 0.9853 | 0.9040 | 0.8594 | 0.9765 | 0.8362 | 0.6064 | 0.5129 | 0.9758 | 0.3807 | 0.0 | 0.5398 | 0.9608 | nan |
0.0077 | 3444.44 | 31000 | 0.1577 | 0.7124 | 0.7619 | 0.9810 | nan | 0.9943 | 0.9595 | 0.9153 | 0.9887 | 0.8822 | 0.6134 | 0.5682 | 0.9879 | 0.6984 | 0.0 | 0.5502 | 0.9851 | nan | nan | 0.9852 | 0.9034 | 0.8588 | 0.9762 | 0.8349 | 0.6113 | 0.5182 | 0.9754 | 0.3868 | 0.0 | 0.5386 | 0.9599 | nan |
0.0074 | 3455.56 | 31100 | 0.1572 | 0.7111 | 0.7597 | 0.9810 | nan | 0.9942 | 0.9613 | 0.9154 | 0.9892 | 0.8771 | 0.6078 | 0.5636 | 0.9881 | 0.6864 | 0.0 | 0.5474 | 0.9860 | nan | nan | 0.9853 | 0.9037 | 0.8601 | 0.9759 | 0.8311 | 0.6057 | 0.5148 | 0.9758 | 0.3811 | 0.0 | 0.5381 | 0.9620 | nan |
0.0076 | 3466.67 | 31200 | 0.1569 | 0.7090 | 0.7606 | 0.9808 | nan | 0.9942 | 0.9601 | 0.9165 | 0.9885 | 0.8715 | 0.6017 | 0.5690 | 0.9882 | 0.7043 | 0.0 | 0.5483 | 0.9848 | nan | nan | 0.9852 | 0.9036 | 0.8587 | 0.9754 | 0.8235 | 0.5997 | 0.5004 | 0.9754 | 0.3888 | 0.0 | 0.5384 | 0.9593 | nan |
0.0084 | 3477.78 | 31300 | 0.1569 | 0.7098 | 0.7603 | 0.9809 | nan | 0.9944 | 0.9619 | 0.9138 | 0.9882 | 0.8691 | 0.6024 | 0.5823 | 0.9882 | 0.6887 | 0.0 | 0.5489 | 0.9860 | nan | nan | 0.9852 | 0.9043 | 0.8592 | 0.9757 | 0.8225 | 0.6003 | 0.5124 | 0.9754 | 0.3839 | 0.0 | 0.5387 | 0.9599 | nan |
0.0089 | 3488.89 | 31400 | 0.1567 | 0.7122 | 0.7623 | 0.9811 | nan | 0.9944 | 0.9600 | 0.9206 | 0.9877 | 0.8948 | 0.6072 | 0.5632 | 0.9881 | 0.6971 | 0.0 | 0.5487 | 0.9861 | nan | nan | 0.9854 | 0.9034 | 0.8626 | 0.9765 | 0.8388 | 0.6049 | 0.5129 | 0.9755 | 0.3851 | 0.0 | 0.5393 | 0.9617 | nan |
0.008 | 3500.0 | 31500 | 0.1605 | 0.7110 | 0.7609 | 0.9810 | nan | 0.9945 | 0.9592 | 0.9182 | 0.9884 | 0.8816 | 0.6094 | 0.5660 | 0.9879 | 0.6921 | 0.0 | 0.5480 | 0.9850 | nan | nan | 0.9854 | 0.9031 | 0.8608 | 0.9760 | 0.8315 | 0.6079 | 0.5092 | 0.9752 | 0.3821 | 0.0 | 0.5389 | 0.9614 | nan |
0.0082 | 3511.11 | 31600 | 0.1586 | 0.7116 | 0.7607 | 0.9809 | nan | 0.9944 | 0.9594 | 0.9141 | 0.9885 | 0.8755 | 0.6194 | 0.5740 | 0.9885 | 0.6810 | 0.0 | 0.5471 | 0.9861 | nan | nan | 0.9851 | 0.9043 | 0.8551 | 0.9757 | 0.8308 | 0.6174 | 0.5175 | 0.9750 | 0.3776 | 0.0 | 0.5387 | 0.9624 | nan |
0.0082 | 3522.22 | 31700 | 0.1554 | 0.7118 | 0.7623 | 0.9811 | nan | 0.9938 | 0.9613 | 0.9293 | 0.9887 | 0.8790 | 0.6128 | 0.5685 | 0.9881 | 0.6919 | 0.0 | 0.5478 | 0.9862 | nan | nan | 0.9857 | 0.9032 | 0.8654 | 0.9761 | 0.8295 | 0.6102 | 0.5149 | 0.9757 | 0.3808 | 0.0 | 0.5389 | 0.9610 | nan |
0.007 | 3533.33 | 31800 | 0.1615 | 0.7071 | 0.7559 | 0.9805 | nan | 0.9943 | 0.9602 | 0.9120 | 0.9885 | 0.8586 | 0.6055 | 0.5535 | 0.9877 | 0.6770 | 0.0 | 0.5480 | 0.9852 | nan | nan | 0.9851 | 0.9026 | 0.8569 | 0.9744 | 0.8101 | 0.6031 | 0.5018 | 0.9751 | 0.3762 | 0.0 | 0.5388 | 0.9614 | nan |
0.0073 | 3544.44 | 31900 | 0.1581 | 0.7085 | 0.7588 | 0.9808 | nan | 0.9941 | 0.9607 | 0.9182 | 0.9882 | 0.8753 | 0.6095 | 0.5528 | 0.9882 | 0.6843 | 0.0 | 0.5479 | 0.9865 | nan | nan | 0.9853 | 0.9032 | 0.8597 | 0.9754 | 0.8248 | 0.6071 | 0.4938 | 0.9749 | 0.3787 | 0.0 | 0.5379 | 0.9614 | nan |
0.008 | 3555.56 | 32000 | 0.1555 | 0.7097 | 0.7616 | 0.9810 | nan | 0.9941 | 0.9613 | 0.9225 | 0.9879 | 0.8826 | 0.6010 | 0.5636 | 0.9880 | 0.7030 | 0.0 | 0.5488 | 0.9862 | nan | nan | 0.9854 | 0.9033 | 0.8626 | 0.9759 | 0.8308 | 0.5988 | 0.4972 | 0.9756 | 0.3868 | 0.0 | 0.5388 | 0.9617 | nan |
0.0077 | 3566.67 | 32100 | 0.1618 | 0.7085 | 0.7608 | 0.9808 | nan | 0.9935 | 0.9610 | 0.9303 | 0.9887 | 0.8676 | 0.5937 | 0.5629 | 0.9879 | 0.7093 | 0.0 | 0.5489 | 0.9859 | nan | nan | 0.9855 | 0.9029 | 0.8604 | 0.9755 | 0.8228 | 0.5916 | 0.4981 | 0.9756 | 0.3899 | 0.0 | 0.5390 | 0.9606 | nan |
0.0079 | 3577.78 | 32200 | 0.1605 | 0.7097 | 0.7607 | 0.9808 | nan | 0.9940 | 0.9607 | 0.9208 | 0.9882 | 0.8742 | 0.6077 | 0.5678 | 0.9882 | 0.6945 | 0.0 | 0.5475 | 0.9850 | nan | nan | 0.9853 | 0.9031 | 0.8589 | 0.9757 | 0.8255 | 0.6057 | 0.5051 | 0.9758 | 0.3832 | 0.0 | 0.5377 | 0.9602 | nan |
0.0074 | 3588.89 | 32300 | 0.1567 | 0.7094 | 0.7584 | 0.9808 | nan | 0.9945 | 0.9602 | 0.9135 | 0.9883 | 0.8702 | 0.6020 | 0.5804 | 0.9881 | 0.6700 | 0.0 | 0.5494 | 0.9841 | nan | nan | 0.9853 | 0.9033 | 0.8595 | 0.9751 | 0.8206 | 0.6002 | 0.5173 | 0.9755 | 0.3753 | 0.0 | 0.5395 | 0.9614 | nan |
0.0073 | 3600.0 | 32400 | 0.1586 | 0.7103 | 0.7601 | 0.9809 | nan | 0.9943 | 0.9609 | 0.9138 | 0.9880 | 0.8843 | 0.6003 | 0.5788 | 0.9888 | 0.6785 | 0.0 | 0.5482 | 0.9851 | nan | nan | 0.9852 | 0.9039 | 0.8556 | 0.9760 | 0.8333 | 0.5979 | 0.5189 | 0.9753 | 0.3789 | 0.0 | 0.5381 | 0.9602 | nan |
0.0085 | 3611.11 | 32500 | 0.1532 | 0.7108 | 0.7604 | 0.9809 | nan | 0.9942 | 0.9594 | 0.9243 | 0.9884 | 0.8681 | 0.6108 | 0.5663 | 0.9884 | 0.6902 | 0.0 | 0.5492 | 0.9855 | nan | nan | 0.9853 | 0.9043 | 0.8610 | 0.9752 | 0.8214 | 0.6083 | 0.5159 | 0.9757 | 0.3821 | 0.0 | 0.5390 | 0.9613 | nan |
0.0079 | 3622.22 | 32600 | 0.1579 | 0.7102 | 0.7580 | 0.9809 | nan | 0.9943 | 0.9591 | 0.9227 | 0.9885 | 0.8708 | 0.6101 | 0.5522 | 0.9890 | 0.6756 | 0.0 | 0.5483 | 0.9853 | nan | nan | 0.9855 | 0.9030 | 0.8627 | 0.9751 | 0.8219 | 0.6080 | 0.5185 | 0.9756 | 0.3727 | 0.0 | 0.5382 | 0.9608 | nan |
0.0072 | 3633.33 | 32700 | 0.1570 | 0.7124 | 0.7619 | 0.9811 | nan | 0.9940 | 0.9613 | 0.9265 | 0.9883 | 0.8743 | 0.6113 | 0.5816 | 0.9883 | 0.6831 | 0.0 | 0.5486 | 0.9860 | nan | nan | 0.9856 | 0.9036 | 0.8651 | 0.9756 | 0.8281 | 0.6090 | 0.5288 | 0.9756 | 0.3786 | 0.0 | 0.5385 | 0.9608 | nan |
0.0073 | 3644.44 | 32800 | 0.1614 | 0.7102 | 0.7591 | 0.9808 | nan | 0.9943 | 0.9611 | 0.9209 | 0.9885 | 0.8629 | 0.6054 | 0.5752 | 0.9869 | 0.6796 | 0.0 | 0.5489 | 0.9859 | nan | nan | 0.9855 | 0.9030 | 0.8630 | 0.9750 | 0.8161 | 0.6031 | 0.5272 | 0.9757 | 0.3742 | 0.0 | 0.5393 | 0.9600 | nan |
0.0073 | 3655.56 | 32900 | 0.1633 | 0.7111 | 0.7592 | 0.9808 | nan | 0.9941 | 0.9621 | 0.9185 | 0.9882 | 0.8669 | 0.5962 | 0.5712 | 0.9884 | 0.6924 | 0.0 | 0.5475 | 0.9853 | nan | nan | 0.9854 | 0.9016 | 0.8618 | 0.9754 | 0.8201 | 0.5945 | 0.5371 | 0.9760 | 0.3820 | 0.0 | 0.5389 | 0.9607 | nan |
0.0073 | 3666.67 | 33000 | 0.1636 | 0.7107 | 0.7587 | 0.9808 | nan | 0.9944 | 0.9606 | 0.9168 | 0.9884 | 0.8655 | 0.5977 | 0.5759 | 0.9878 | 0.6836 | 0.0 | 0.5490 | 0.9851 | nan | nan | 0.9853 | 0.9028 | 0.8593 | 0.9754 | 0.8185 | 0.5954 | 0.5365 | 0.9757 | 0.3792 | 0.0 | 0.5390 | 0.9612 | nan |
0.0073 | 3677.78 | 33100 | 0.1651 | 0.7100 | 0.7604 | 0.9806 | nan | 0.9943 | 0.9600 | 0.9138 | 0.9877 | 0.8721 | 0.5993 | 0.5790 | 0.9886 | 0.6952 | 0.0 | 0.5486 | 0.9861 | nan | nan | 0.9850 | 0.9021 | 0.8575 | 0.9755 | 0.8207 | 0.5970 | 0.5229 | 0.9753 | 0.3852 | 0.0 | 0.5390 | 0.9598 | nan |
0.0077 | 3688.89 | 33200 | 0.1628 | 0.7090 | 0.7577 | 0.9807 | nan | 0.9943 | 0.9595 | 0.9191 | 0.9882 | 0.8697 | 0.5914 | 0.5689 | 0.9890 | 0.6774 | 0.0 | 0.5485 | 0.9856 | nan | nan | 0.9853 | 0.9019 | 0.8619 | 0.9756 | 0.8217 | 0.5892 | 0.5239 | 0.9751 | 0.3738 | 0.0 | 0.5387 | 0.9610 | nan |
0.0076 | 3700.0 | 33300 | 0.1594 | 0.7121 | 0.7631 | 0.9807 | nan | 0.9940 | 0.9602 | 0.9178 | 0.9881 | 0.8649 | 0.6153 | 0.5935 | 0.9885 | 0.6989 | 0.0 | 0.5498 | 0.9860 | nan | nan | 0.9852 | 0.9025 | 0.8584 | 0.9752 | 0.8171 | 0.6124 | 0.5346 | 0.9750 | 0.3844 | 0.0 | 0.5396 | 0.9603 | nan |
0.0072 | 3711.11 | 33400 | 0.1629 | 0.7090 | 0.7595 | 0.9808 | nan | 0.9942 | 0.9614 | 0.9209 | 0.9889 | 0.8570 | 0.5963 | 0.5765 | 0.9874 | 0.6969 | 0.0 | 0.5483 | 0.9860 | nan | nan | 0.9855 | 0.9028 | 0.8624 | 0.9753 | 0.8141 | 0.5945 | 0.5140 | 0.9757 | 0.3841 | 0.0 | 0.5387 | 0.9607 | nan |
0.0065 | 3722.22 | 33500 | 0.1626 | 0.7077 | 0.7586 | 0.9806 | nan | 0.9940 | 0.9611 | 0.9202 | 0.9883 | 0.8643 | 0.5820 | 0.5885 | 0.9883 | 0.6808 | 0.0 | 0.5491 | 0.9866 | nan | nan | 0.9853 | 0.9022 | 0.8592 | 0.9753 | 0.8158 | 0.5801 | 0.5229 | 0.9755 | 0.3766 | 0.0 | 0.5388 | 0.9605 | nan |
0.0074 | 3733.33 | 33600 | 0.1618 | 0.7093 | 0.7593 | 0.9808 | nan | 0.9942 | 0.9601 | 0.9203 | 0.9883 | 0.8696 | 0.6061 | 0.5708 | 0.9877 | 0.6785 | 0.0 | 0.5495 | 0.9863 | nan | nan | 0.9853 | 0.9034 | 0.8599 | 0.9751 | 0.8204 | 0.6043 | 0.5148 | 0.9758 | 0.3731 | 0.0 | 0.5387 | 0.9606 | nan |
0.0072 | 3744.44 | 33700 | 0.1634 | 0.7099 | 0.7595 | 0.9807 | nan | 0.9940 | 0.9613 | 0.9206 | 0.9883 | 0.8709 | 0.5962 | 0.5705 | 0.9869 | 0.6909 | 0.0 | 0.5487 | 0.9853 | nan | nan | 0.9853 | 0.9009 | 0.8616 | 0.9754 | 0.8231 | 0.5942 | 0.5214 | 0.9744 | 0.3824 | 0.0 | 0.5386 | 0.9613 | nan |
0.0062 | 3755.56 | 33800 | 0.1660 | 0.7102 | 0.7604 | 0.9807 | nan | 0.9943 | 0.9602 | 0.9171 | 0.9884 | 0.8712 | 0.5987 | 0.5724 | 0.9877 | 0.7021 | 0.0 | 0.5472 | 0.9856 | nan | nan | 0.9853 | 0.9035 | 0.8584 | 0.9750 | 0.8214 | 0.5967 | 0.5230 | 0.9756 | 0.3858 | 0.0 | 0.5367 | 0.9606 | nan |
0.0072 | 3766.67 | 33900 | 0.1617 | 0.7118 | 0.7617 | 0.9808 | nan | 0.9946 | 0.9596 | 0.9143 | 0.9879 | 0.8658 | 0.6255 | 0.5788 | 0.9877 | 0.6950 | 0.0 | 0.5464 | 0.9853 | nan | nan | 0.9852 | 0.9044 | 0.8593 | 0.9748 | 0.8143 | 0.6225 | 0.5234 | 0.9756 | 0.3836 | 0.0 | 0.5371 | 0.9610 | nan |
0.0069 | 3777.78 | 34000 | 0.1665 | 0.7094 | 0.7588 | 0.9807 | nan | 0.9942 | 0.9612 | 0.9159 | 0.9884 | 0.8660 | 0.6042 | 0.5656 | 0.9881 | 0.6885 | 0.0 | 0.5487 | 0.9854 | nan | nan | 0.9853 | 0.9033 | 0.8598 | 0.9750 | 0.8159 | 0.6019 | 0.5145 | 0.9750 | 0.3826 | 0.0 | 0.5383 | 0.9616 | nan |
0.0079 | 3788.89 | 34100 | 0.1627 | 0.7097 | 0.7608 | 0.9808 | nan | 0.9942 | 0.9604 | 0.9229 | 0.9882 | 0.8662 | 0.5914 | 0.5858 | 0.9879 | 0.6961 | 0.0 | 0.5500 | 0.9865 | nan | nan | 0.9854 | 0.9033 | 0.8637 | 0.9752 | 0.8193 | 0.5892 | 0.5197 | 0.9759 | 0.3845 | 0.0 | 0.5397 | 0.9610 | nan |
0.0066 | 3800.0 | 34200 | 0.1607 | 0.7104 | 0.7614 | 0.9809 | nan | 0.9940 | 0.9609 | 0.9261 | 0.9881 | 0.8679 | 0.6005 | 0.5681 | 0.9889 | 0.7080 | 0.0 | 0.5501 | 0.9843 | nan | nan | 0.9856 | 0.9034 | 0.8621 | 0.9753 | 0.8202 | 0.5980 | 0.5141 | 0.9751 | 0.3899 | 0.0 | 0.5397 | 0.9613 | nan |
0.0072 | 3811.11 | 34300 | 0.1679 | 0.7080 | 0.7590 | 0.9807 | nan | 0.9942 | 0.9592 | 0.9171 | 0.9889 | 0.8635 | 0.6034 | 0.5671 | 0.9885 | 0.6896 | 0.0 | 0.5510 | 0.9849 | nan | nan | 0.9853 | 0.9035 | 0.8598 | 0.9749 | 0.8167 | 0.6006 | 0.5036 | 0.9755 | 0.3756 | 0.0 | 0.5398 | 0.9609 | nan |
0.0075 | 3822.22 | 34400 | 0.1650 | 0.7091 | 0.7600 | 0.9808 | nan | 0.9944 | 0.9604 | 0.9187 | 0.9877 | 0.8708 | 0.5959 | 0.5723 | 0.9881 | 0.6960 | 0.0 | 0.5508 | 0.9855 | nan | nan | 0.9853 | 0.9030 | 0.8621 | 0.9751 | 0.8198 | 0.5937 | 0.5105 | 0.9762 | 0.3826 | 0.0 | 0.5403 | 0.9602 | nan |
0.007 | 3833.33 | 34500 | 0.1644 | 0.7083 | 0.7594 | 0.9808 | nan | 0.9942 | 0.9608 | 0.9216 | 0.9885 | 0.8569 | 0.6003 | 0.5824 | 0.9877 | 0.6861 | 0.0 | 0.5483 | 0.9861 | nan | nan | 0.9855 | 0.9032 | 0.8634 | 0.9747 | 0.8110 | 0.5980 | 0.5096 | 0.9759 | 0.3787 | 0.0 | 0.5386 | 0.9609 | nan |
0.006 | 3844.44 | 34600 | 0.1655 | 0.7083 | 0.7585 | 0.9807 | nan | 0.9944 | 0.9607 | 0.9160 | 0.9879 | 0.8718 | 0.5878 | 0.5699 | 0.9882 | 0.6927 | 0.0 | 0.5470 | 0.9851 | nan | nan | 0.9853 | 0.9025 | 0.8606 | 0.9752 | 0.8209 | 0.5855 | 0.5149 | 0.9755 | 0.3818 | 0.0 | 0.5374 | 0.9599 | nan |
0.007 | 3855.56 | 34700 | 0.1662 | 0.7092 | 0.7602 | 0.9809 | nan | 0.9942 | 0.9599 | 0.9200 | 0.9883 | 0.8760 | 0.6076 | 0.5580 | 0.9881 | 0.6976 | 0.0 | 0.5467 | 0.9857 | nan | nan | 0.9854 | 0.9035 | 0.8618 | 0.9754 | 0.8229 | 0.6055 | 0.5004 | 0.9759 | 0.3820 | 0.0 | 0.5373 | 0.9602 | nan |
0.0072 | 3866.67 | 34800 | 0.1630 | 0.7101 | 0.7598 | 0.9810 | nan | 0.9942 | 0.9614 | 0.9232 | 0.9886 | 0.8708 | 0.6093 | 0.5591 | 0.9878 | 0.6927 | 0.0 | 0.5459 | 0.9852 | nan | nan | 0.9858 | 0.9037 | 0.8648 | 0.9752 | 0.8219 | 0.6070 | 0.5065 | 0.9758 | 0.3817 | 0.0 | 0.5369 | 0.9617 | nan |
0.0065 | 3877.78 | 34900 | 0.1696 | 0.7074 | 0.7581 | 0.9807 | nan | 0.9945 | 0.9599 | 0.9161 | 0.9882 | 0.8645 | 0.5974 | 0.5608 | 0.9883 | 0.6928 | 0.0 | 0.5477 | 0.9868 | nan | nan | 0.9853 | 0.9031 | 0.8601 | 0.9750 | 0.8152 | 0.5951 | 0.4970 | 0.9761 | 0.3822 | 0.0 | 0.5380 | 0.9610 | nan |
0.0074 | 3888.89 | 35000 | 0.1669 | 0.7087 | 0.7578 | 0.9810 | nan | 0.9943 | 0.9615 | 0.9207 | 0.9883 | 0.8766 | 0.5975 | 0.5450 | 0.9875 | 0.6888 | 0.0 | 0.5485 | 0.9847 | nan | nan | 0.9856 | 0.9027 | 0.8641 | 0.9755 | 0.8257 | 0.5955 | 0.4974 | 0.9756 | 0.3816 | 0.0 | 0.5390 | 0.9611 | nan |
0.008 | 3900.0 | 35100 | 0.1688 | 0.7090 | 0.7596 | 0.9810 | nan | 0.9944 | 0.9609 | 0.9203 | 0.9881 | 0.8763 | 0.6009 | 0.5592 | 0.9880 | 0.6917 | 0.0 | 0.5494 | 0.9860 | nan | nan | 0.9855 | 0.9038 | 0.8622 | 0.9758 | 0.8252 | 0.5985 | 0.4995 | 0.9756 | 0.3823 | 0.0 | 0.5392 | 0.9603 | nan |
0.0077 | 3911.11 | 35200 | 0.1709 | 0.7080 | 0.7587 | 0.9808 | nan | 0.9946 | 0.9607 | 0.9103 | 0.9886 | 0.8759 | 0.5976 | 0.5609 | 0.9873 | 0.6946 | 0.0 | 0.5492 | 0.9853 | nan | nan | 0.9852 | 0.9027 | 0.8589 | 0.9759 | 0.8273 | 0.5955 | 0.4939 | 0.9762 | 0.3809 | 0.0 | 0.5396 | 0.9600 | nan |
0.0073 | 3922.22 | 35300 | 0.1670 | 0.7095 | 0.7600 | 0.9810 | nan | 0.9943 | 0.9607 | 0.9243 | 0.9883 | 0.8749 | 0.5920 | 0.5670 | 0.9876 | 0.6980 | 0.0 | 0.5471 | 0.9856 | nan | nan | 0.9857 | 0.9030 | 0.8655 | 0.9757 | 0.8274 | 0.5901 | 0.5076 | 0.9758 | 0.3843 | 0.0 | 0.5374 | 0.9615 | nan |
0.0074 | 3933.33 | 35400 | 0.1658 | 0.7105 | 0.7616 | 0.9811 | nan | 0.9943 | 0.9604 | 0.9253 | 0.9881 | 0.8760 | 0.6039 | 0.5680 | 0.9877 | 0.7004 | 0.0 | 0.5488 | 0.9859 | nan | nan | 0.9856 | 0.9035 | 0.8658 | 0.9757 | 0.8255 | 0.6016 | 0.5075 | 0.9756 | 0.3873 | 0.0 | 0.5380 | 0.9601 | nan |
0.0067 | 3944.44 | 35500 | 0.1662 | 0.7097 | 0.7597 | 0.9810 | nan | 0.9944 | 0.9611 | 0.9213 | 0.9880 | 0.8776 | 0.6047 | 0.5514 | 0.9875 | 0.6989 | 0.0 | 0.5489 | 0.9829 | nan | nan | 0.9856 | 0.9031 | 0.8651 | 0.9757 | 0.8255 | 0.6025 | 0.4985 | 0.9759 | 0.3857 | 0.0 | 0.5391 | 0.9601 | nan |
0.0072 | 3955.56 | 35600 | 0.1681 | 0.7091 | 0.7583 | 0.9809 | nan | 0.9944 | 0.9615 | 0.9175 | 0.9882 | 0.8725 | 0.6050 | 0.5541 | 0.9876 | 0.6839 | 0.0 | 0.5497 | 0.9847 | nan | nan | 0.9855 | 0.9037 | 0.8632 | 0.9752 | 0.8225 | 0.6029 | 0.5009 | 0.9755 | 0.3803 | 0.0 | 0.5396 | 0.9601 | nan |
0.0064 | 3966.67 | 35700 | 0.1693 | 0.7084 | 0.7587 | 0.9809 | nan | 0.9943 | 0.9610 | 0.9214 | 0.9882 | 0.8760 | 0.5964 | 0.5601 | 0.9880 | 0.6835 | 0.0 | 0.5492 | 0.9859 | nan | nan | 0.9855 | 0.9036 | 0.8619 | 0.9757 | 0.8270 | 0.5940 | 0.5000 | 0.9760 | 0.3774 | 0.0 | 0.5393 | 0.9610 | nan |
0.0066 | 3977.78 | 35800 | 0.1660 | 0.7081 | 0.7593 | 0.9809 | nan | 0.9941 | 0.9614 | 0.9229 | 0.9883 | 0.8697 | 0.6023 | 0.5552 | 0.9884 | 0.6967 | 0.0 | 0.5478 | 0.9847 | nan | nan | 0.9857 | 0.9038 | 0.8625 | 0.9753 | 0.8226 | 0.5999 | 0.4902 | 0.9754 | 0.3834 | 0.0 | 0.5377 | 0.9602 | nan |
0.0073 | 3988.89 | 35900 | 0.1660 | 0.7085 | 0.7608 | 0.9810 | nan | 0.9940 | 0.9611 | 0.9265 | 0.9883 | 0.8741 | 0.5965 | 0.5551 | 0.9881 | 0.7093 | 0.0 | 0.5511 | 0.9856 | nan | nan | 0.9858 | 0.9034 | 0.8647 | 0.9754 | 0.8232 | 0.5945 | 0.4927 | 0.9748 | 0.3877 | 0.0 | 0.5397 | 0.9601 | nan |
0.0062 | 4000.0 | 36000 | 0.1673 | 0.7110 | 0.7605 | 0.9810 | nan | 0.9946 | 0.9589 | 0.9178 | 0.9880 | 0.8803 | 0.6073 | 0.5585 | 0.9881 | 0.6949 | 0.0 | 0.5502 | 0.9871 | nan | nan | 0.9854 | 0.9036 | 0.8619 | 0.9755 | 0.8277 | 0.6050 | 0.5144 | 0.9753 | 0.3828 | 0.0 | 0.5400 | 0.9607 | nan |
0.0071 | 4011.11 | 36100 | 0.1653 | 0.7093 | 0.7598 | 0.9810 | nan | 0.9943 | 0.9599 | 0.9247 | 0.9885 | 0.8779 | 0.5953 | 0.5599 | 0.9877 | 0.7008 | 0.0 | 0.5439 | 0.9850 | nan | nan | 0.9857 | 0.9027 | 0.8652 | 0.9757 | 0.8271 | 0.5934 | 0.5048 | 0.9748 | 0.3860 | 0.0 | 0.5353 | 0.9607 | nan |
0.0082 | 4022.22 | 36200 | 0.1658 | 0.7117 | 0.7629 | 0.9810 | nan | 0.9941 | 0.9615 | 0.9228 | 0.9882 | 0.8751 | 0.6195 | 0.5666 | 0.9877 | 0.7042 | 0.0 | 0.5495 | 0.9853 | nan | nan | 0.9856 | 0.9041 | 0.8635 | 0.9757 | 0.8234 | 0.6167 | 0.5077 | 0.9749 | 0.3891 | 0.0 | 0.5388 | 0.9607 | nan |
0.0075 | 4033.33 | 36300 | 0.1639 | 0.7116 | 0.7632 | 0.9811 | nan | 0.9940 | 0.9621 | 0.9228 | 0.9885 | 0.8736 | 0.6150 | 0.5761 | 0.9875 | 0.7049 | 0.0 | 0.5482 | 0.9858 | nan | nan | 0.9857 | 0.9049 | 0.8624 | 0.9755 | 0.8230 | 0.6130 | 0.5105 | 0.9755 | 0.3921 | 0.0 | 0.5382 | 0.9581 | nan |
0.0066 | 4044.44 | 36400 | 0.1653 | 0.7128 | 0.7644 | 0.9811 | nan | 0.9940 | 0.9627 | 0.9241 | 0.9880 | 0.8698 | 0.6201 | 0.5802 | 0.9882 | 0.7100 | 0.0 | 0.5501 | 0.9857 | nan | nan | 0.9857 | 0.9047 | 0.8635 | 0.9757 | 0.8192 | 0.6172 | 0.5209 | 0.9761 | 0.3909 | 0.0 | 0.5399 | 0.9597 | nan |
0.0071 | 4055.56 | 36500 | 0.1655 | 0.7110 | 0.7608 | 0.9809 | nan | 0.9945 | 0.9611 | 0.9166 | 0.9877 | 0.8770 | 0.6155 | 0.5636 | 0.9879 | 0.6944 | 0.0 | 0.5462 | 0.9851 | nan | nan | 0.9853 | 0.9046 | 0.8588 | 0.9755 | 0.8224 | 0.6128 | 0.5109 | 0.9759 | 0.3873 | 0.0 | 0.5370 | 0.9616 | nan |
0.0065 | 4066.67 | 36600 | 0.1670 | 0.7091 | 0.7596 | 0.9809 | nan | 0.9943 | 0.9614 | 0.9213 | 0.9886 | 0.8653 | 0.6005 | 0.5749 | 0.9876 | 0.6921 | 0.0 | 0.5446 | 0.9845 | nan | nan | 0.9856 | 0.9037 | 0.8640 | 0.9752 | 0.8182 | 0.5980 | 0.5094 | 0.9751 | 0.3845 | 0.0 | 0.5355 | 0.9601 | nan |
0.0075 | 4077.78 | 36700 | 0.1655 | 0.7098 | 0.7606 | 0.9811 | nan | 0.9944 | 0.9611 | 0.9228 | 0.9883 | 0.8732 | 0.6022 | 0.5660 | 0.9876 | 0.6984 | 0.0 | 0.5473 | 0.9854 | nan | nan | 0.9857 | 0.9042 | 0.8636 | 0.9756 | 0.8237 | 0.5998 | 0.5057 | 0.9757 | 0.3864 | 0.0 | 0.5370 | 0.9603 | nan |
0.007 | 4088.89 | 36800 | 0.1693 | 0.7094 | 0.7602 | 0.9810 | nan | 0.9943 | 0.9615 | 0.9239 | 0.9881 | 0.8667 | 0.6038 | 0.5669 | 0.9875 | 0.6999 | 0.0 | 0.5457 | 0.9845 | nan | nan | 0.9857 | 0.9039 | 0.8632 | 0.9753 | 0.8179 | 0.6016 | 0.5022 | 0.9762 | 0.3905 | 0.0 | 0.5369 | 0.9597 | nan |
0.0066 | 4100.0 | 36900 | 0.1672 | 0.7092 | 0.7600 | 0.9808 | nan | 0.9945 | 0.9615 | 0.9135 | 0.9878 | 0.8709 | 0.6088 | 0.5586 | 0.9879 | 0.7031 | 0.0 | 0.5480 | 0.9848 | nan | nan | 0.9853 | 0.9047 | 0.8580 | 0.9752 | 0.8192 | 0.6061 | 0.5001 | 0.9761 | 0.3877 | 0.0 | 0.5379 | 0.9601 | nan |
0.0069 | 4111.11 | 37000 | 0.1703 | 0.7101 | 0.7615 | 0.9810 | nan | 0.9942 | 0.9605 | 0.9232 | 0.9886 | 0.8723 | 0.6011 | 0.5811 | 0.9873 | 0.6981 | 0.0 | 0.5463 | 0.9854 | nan | nan | 0.9857 | 0.9034 | 0.8643 | 0.9754 | 0.8217 | 0.5989 | 0.5167 | 0.9756 | 0.3829 | 0.0 | 0.5367 | 0.9599 | nan |
0.0065 | 4122.22 | 37100 | 0.1683 | 0.7092 | 0.7597 | 0.9809 | nan | 0.9944 | 0.9611 | 0.9181 | 0.9886 | 0.8652 | 0.6062 | 0.5710 | 0.9878 | 0.6899 | 0.0 | 0.5483 | 0.9858 | nan | nan | 0.9856 | 0.9047 | 0.8613 | 0.9751 | 0.8175 | 0.6038 | 0.5076 | 0.9760 | 0.3834 | 0.0 | 0.5370 | 0.9587 | nan |
0.0061 | 4133.33 | 37200 | 0.1671 | 0.7103 | 0.7607 | 0.9811 | nan | 0.9945 | 0.9612 | 0.9217 | 0.9886 | 0.8681 | 0.6117 | 0.5630 | 0.9876 | 0.6973 | 0.0 | 0.5495 | 0.9849 | nan | nan | 0.9858 | 0.9054 | 0.8655 | 0.9751 | 0.8208 | 0.6090 | 0.5025 | 0.9758 | 0.3848 | 0.0 | 0.5385 | 0.9601 | nan |
0.0069 | 4144.44 | 37300 | 0.1644 | 0.7107 | 0.7602 | 0.9812 | nan | 0.9942 | 0.9618 | 0.9234 | 0.9889 | 0.8700 | 0.6158 | 0.5601 | 0.9877 | 0.6867 | 0.0 | 0.5472 | 0.9863 | nan | nan | 0.9858 | 0.9054 | 0.8656 | 0.9752 | 0.8213 | 0.6129 | 0.5077 | 0.9759 | 0.3828 | 0.0 | 0.5359 | 0.9599 | nan |
0.0063 | 4155.56 | 37400 | 0.1685 | 0.7104 | 0.7599 | 0.9809 | nan | 0.9943 | 0.9617 | 0.9185 | 0.9888 | 0.8656 | 0.6023 | 0.5605 | 0.9874 | 0.7084 | 0.0 | 0.5473 | 0.9841 | nan | nan | 0.9856 | 0.9043 | 0.8619 | 0.9748 | 0.8175 | 0.6000 | 0.5176 | 0.9753 | 0.3901 | 0.0 | 0.5372 | 0.9608 | nan |
0.0066 | 4166.67 | 37500 | 0.1731 | 0.7080 | 0.7575 | 0.9809 | nan | 0.9944 | 0.9606 | 0.9190 | 0.9889 | 0.8604 | 0.6081 | 0.5607 | 0.9881 | 0.6773 | 0.0 | 0.5481 | 0.9848 | nan | nan | 0.9856 | 0.9046 | 0.8622 | 0.9750 | 0.8146 | 0.6056 | 0.5004 | 0.9753 | 0.3744 | 0.0 | 0.5376 | 0.9608 | nan |
0.0062 | 4177.78 | 37600 | 0.1703 | 0.7081 | 0.7578 | 0.9810 | nan | 0.9944 | 0.9618 | 0.9217 | 0.9886 | 0.8664 | 0.6003 | 0.5491 | 0.9871 | 0.6922 | 0.0 | 0.5472 | 0.9842 | nan | nan | 0.9858 | 0.9042 | 0.8654 | 0.9747 | 0.8166 | 0.5981 | 0.4962 | 0.9753 | 0.3837 | 0.0 | 0.5369 | 0.9598 | nan |
0.0066 | 4188.89 | 37700 | 0.1690 | 0.7094 | 0.7594 | 0.9808 | nan | 0.9942 | 0.9610 | 0.9214 | 0.9886 | 0.8606 | 0.6048 | 0.5593 | 0.9875 | 0.7024 | 0.0 | 0.5480 | 0.9852 | nan | nan | 0.9856 | 0.9041 | 0.8635 | 0.9743 | 0.8113 | 0.6025 | 0.5117 | 0.9755 | 0.3875 | 0.0 | 0.5372 | 0.9602 | nan |
0.0061 | 4200.0 | 37800 | 0.1683 | 0.7094 | 0.7603 | 0.9809 | nan | 0.9942 | 0.9610 | 0.9250 | 0.9884 | 0.8656 | 0.6065 | 0.5653 | 0.9876 | 0.6991 | 0.0 | 0.5477 | 0.9835 | nan | nan | 0.9857 | 0.9037 | 0.8647 | 0.9750 | 0.8150 | 0.6043 | 0.5076 | 0.9751 | 0.3843 | 0.0 | 0.5374 | 0.9596 | nan |
0.0058 | 4211.11 | 37900 | 0.1711 | 0.7086 | 0.7583 | 0.9809 | nan | 0.9941 | 0.9619 | 0.9252 | 0.9884 | 0.8633 | 0.6108 | 0.5455 | 0.9874 | 0.6936 | 0.0 | 0.5457 | 0.9843 | nan | nan | 0.9857 | 0.9042 | 0.8637 | 0.9745 | 0.8163 | 0.6081 | 0.4952 | 0.9756 | 0.3840 | 0.0 | 0.5361 | 0.9596 | nan |
0.0061 | 4222.22 | 38000 | 0.1717 | 0.7097 | 0.7588 | 0.9809 | nan | 0.9945 | 0.9619 | 0.9149 | 0.9888 | 0.8636 | 0.6056 | 0.5589 | 0.9868 | 0.6997 | 0.0 | 0.5468 | 0.9842 | nan | nan | 0.9855 | 0.9042 | 0.8616 | 0.9750 | 0.8167 | 0.6034 | 0.5110 | 0.9756 | 0.3862 | 0.0 | 0.5377 | 0.9597 | nan |
0.0059 | 4233.33 | 38100 | 0.1709 | 0.7086 | 0.7591 | 0.9809 | nan | 0.9942 | 0.9607 | 0.9197 | 0.9888 | 0.8652 | 0.5986 | 0.5539 | 0.9889 | 0.7102 | 0.0 | 0.5457 | 0.9836 | nan | nan | 0.9856 | 0.9035 | 0.8620 | 0.9751 | 0.8188 | 0.5966 | 0.5024 | 0.9756 | 0.3891 | 0.0 | 0.5360 | 0.9591 | nan |
0.0059 | 4244.44 | 38200 | 0.1749 | 0.7088 | 0.7594 | 0.9809 | nan | 0.9946 | 0.9593 | 0.9176 | 0.9888 | 0.8630 | 0.6079 | 0.5643 | 0.9883 | 0.6968 | 0.0 | 0.5470 | 0.9851 | nan | nan | 0.9856 | 0.9044 | 0.8634 | 0.9748 | 0.8138 | 0.6058 | 0.5052 | 0.9755 | 0.3811 | 0.0 | 0.5373 | 0.9583 | nan |
0.0067 | 4255.56 | 38300 | 0.1732 | 0.7093 | 0.7590 | 0.9808 | nan | 0.9943 | 0.9609 | 0.9177 | 0.9887 | 0.8624 | 0.6048 | 0.5602 | 0.9874 | 0.6994 | 0.0 | 0.5472 | 0.9850 | nan | nan | 0.9854 | 0.9037 | 0.8609 | 0.9751 | 0.8153 | 0.6026 | 0.5097 | 0.9756 | 0.3861 | 0.0 | 0.5375 | 0.9603 | nan |
0.0064 | 4266.67 | 38400 | 0.1760 | 0.7080 | 0.7589 | 0.9808 | nan | 0.9943 | 0.9611 | 0.9152 | 0.9883 | 0.8678 | 0.6000 | 0.5621 | 0.9882 | 0.6957 | 0.0 | 0.5495 | 0.9843 | nan | nan | 0.9854 | 0.9037 | 0.8594 | 0.9752 | 0.8161 | 0.5980 | 0.5027 | 0.9760 | 0.3830 | 0.0 | 0.5385 | 0.9577 | nan |
0.006 | 4277.78 | 38500 | 0.1709 | 0.7107 | 0.7604 | 0.9810 | nan | 0.9942 | 0.9599 | 0.9222 | 0.9888 | 0.8712 | 0.6122 | 0.5585 | 0.9884 | 0.6974 | 0.0 | 0.5468 | 0.9847 | nan | nan | 0.9855 | 0.9039 | 0.8620 | 0.9755 | 0.8223 | 0.6098 | 0.5151 | 0.9759 | 0.3831 | 0.0 | 0.5370 | 0.9583 | nan |
0.0062 | 4288.89 | 38600 | 0.1769 | 0.7072 | 0.7581 | 0.9808 | nan | 0.9944 | 0.9607 | 0.9169 | 0.9880 | 0.8748 | 0.5996 | 0.5603 | 0.9878 | 0.6851 | 0.0 | 0.5460 | 0.9839 | nan | nan | 0.9854 | 0.9035 | 0.8607 | 0.9752 | 0.8226 | 0.5976 | 0.4917 | 0.9757 | 0.3786 | 0.0 | 0.5359 | 0.9599 | nan |
0.0077 | 4300.0 | 38700 | 0.1764 | 0.7081 | 0.7581 | 0.9807 | nan | 0.9944 | 0.9609 | 0.9129 | 0.9882 | 0.8746 | 0.5960 | 0.5637 | 0.9875 | 0.6876 | 0.0 | 0.5465 | 0.9849 | nan | nan | 0.9851 | 0.9037 | 0.8560 | 0.9757 | 0.8255 | 0.5939 | 0.5046 | 0.9756 | 0.3812 | 0.0 | 0.5360 | 0.9593 | nan |
0.0063 | 4311.11 | 38800 | 0.1757 | 0.7093 | 0.7600 | 0.9809 | nan | 0.9940 | 0.9615 | 0.9199 | 0.9885 | 0.8745 | 0.5971 | 0.5627 | 0.9881 | 0.6995 | 0.0 | 0.5480 | 0.9856 | nan | nan | 0.9855 | 0.9034 | 0.8602 | 0.9756 | 0.8237 | 0.5950 | 0.5082 | 0.9759 | 0.3850 | 0.0 | 0.5376 | 0.9612 | nan |
0.0068 | 4322.22 | 38900 | 0.1685 | 0.7095 | 0.7609 | 0.9809 | nan | 0.9941 | 0.9614 | 0.9197 | 0.9885 | 0.8731 | 0.6060 | 0.5719 | 0.9885 | 0.6953 | 0.0 | 0.5469 | 0.9859 | nan | nan | 0.9855 | 0.9041 | 0.8617 | 0.9756 | 0.8242 | 0.6038 | 0.5044 | 0.9758 | 0.3821 | 0.0 | 0.5366 | 0.9601 | nan |
0.0094 | 4333.33 | 39000 | 0.1616 | 0.7050 | 0.7584 | 0.9801 | nan | 0.9942 | 0.9584 | 0.9130 | 0.9885 | 0.8297 | 0.6073 | 0.5926 | 0.9880 | 0.6950 | 0.0 | 0.5491 | 0.9853 | nan | nan | 0.9850 | 0.9034 | 0.8572 | 0.9726 | 0.7752 | 0.6050 | 0.5124 | 0.9747 | 0.3783 | 0.0 | 0.5394 | 0.9574 | nan |
0.0077 | 4344.44 | 39100 | 0.1720 | 0.7094 | 0.7621 | 0.9809 | nan | 0.9944 | 0.9607 | 0.9160 | 0.9882 | 0.8794 | 0.6117 | 0.5683 | 0.9873 | 0.7071 | 0.0 | 0.5483 | 0.9842 | nan | nan | 0.9853 | 0.9044 | 0.8589 | 0.9761 | 0.8296 | 0.6093 | 0.4887 | 0.9753 | 0.3864 | 0.0 | 0.5385 | 0.9605 | nan |
0.0065 | 4355.56 | 39200 | 0.1761 | 0.7089 | 0.7606 | 0.9809 | nan | 0.9943 | 0.9605 | 0.9189 | 0.9880 | 0.8821 | 0.6097 | 0.5575 | 0.9873 | 0.6957 | 0.0 | 0.5484 | 0.9852 | nan | nan | 0.9854 | 0.9033 | 0.8621 | 0.9758 | 0.8284 | 0.6071 | 0.4905 | 0.9752 | 0.3807 | 0.0 | 0.5385 | 0.9593 | nan |
0.0065 | 4366.67 | 39300 | 0.1745 | 0.7083 | 0.7589 | 0.9810 | nan | 0.9945 | 0.9602 | 0.9148 | 0.9886 | 0.8807 | 0.6058 | 0.5506 | 0.9879 | 0.6917 | 0.0 | 0.5475 | 0.9849 | nan | nan | 0.9854 | 0.9040 | 0.8603 | 0.9762 | 0.8321 | 0.6038 | 0.4844 | 0.9753 | 0.3792 | 0.0 | 0.5384 | 0.9604 | nan |
0.0061 | 4377.78 | 39400 | 0.1758 | 0.7101 | 0.7612 | 0.9811 | nan | 0.9943 | 0.9615 | 0.9214 | 0.9882 | 0.8787 | 0.6035 | 0.5689 | 0.9877 | 0.6981 | 0.0 | 0.5467 | 0.9858 | nan | nan | 0.9855 | 0.9040 | 0.8633 | 0.9761 | 0.8286 | 0.6015 | 0.5045 | 0.9757 | 0.3844 | 0.0 | 0.5373 | 0.9601 | nan |
0.0064 | 4388.89 | 39500 | 0.1771 | 0.7101 | 0.7612 | 0.9811 | nan | 0.9943 | 0.9615 | 0.9198 | 0.9882 | 0.8780 | 0.6131 | 0.5657 | 0.9876 | 0.6935 | 0.0 | 0.5482 | 0.9846 | nan | nan | 0.9855 | 0.9043 | 0.8621 | 0.9761 | 0.8296 | 0.6107 | 0.4961 | 0.9754 | 0.3837 | 0.0 | 0.5385 | 0.9598 | nan |
0.006 | 4400.0 | 39600 | 0.1737 | 0.7089 | 0.7601 | 0.9810 | nan | 0.9943 | 0.9603 | 0.9184 | 0.9885 | 0.8762 | 0.6070 | 0.5630 | 0.9883 | 0.6934 | 0.0 | 0.5472 | 0.9847 | nan | nan | 0.9854 | 0.9040 | 0.8610 | 0.9760 | 0.8283 | 0.6050 | 0.4945 | 0.9754 | 0.3806 | 0.0 | 0.5383 | 0.9588 | nan |
0.0065 | 4411.11 | 39700 | 0.1778 | 0.7093 | 0.7597 | 0.9809 | nan | 0.9945 | 0.9608 | 0.9168 | 0.9878 | 0.8802 | 0.6094 | 0.5586 | 0.9878 | 0.6870 | 0.0 | 0.5484 | 0.9850 | nan | nan | 0.9855 | 0.9036 | 0.8611 | 0.9758 | 0.8279 | 0.6070 | 0.4984 | 0.9753 | 0.3798 | 0.0 | 0.5386 | 0.9590 | nan |
0.0063 | 4422.22 | 39800 | 0.1747 | 0.7090 | 0.7600 | 0.9809 | nan | 0.9943 | 0.9615 | 0.9196 | 0.9882 | 0.8736 | 0.6081 | 0.5612 | 0.9877 | 0.6947 | 0.0 | 0.5465 | 0.9845 | nan | nan | 0.9855 | 0.9037 | 0.8614 | 0.9757 | 0.8247 | 0.6060 | 0.4944 | 0.9755 | 0.3838 | 0.0 | 0.5381 | 0.9587 | nan |
0.0066 | 4433.33 | 39900 | 0.1763 | 0.7076 | 0.7594 | 0.9809 | nan | 0.9942 | 0.9615 | 0.9219 | 0.9883 | 0.8697 | 0.6019 | 0.5566 | 0.9877 | 0.6993 | 0.0 | 0.5470 | 0.9845 | nan | nan | 0.9857 | 0.9035 | 0.8635 | 0.9753 | 0.8217 | 0.5996 | 0.4871 | 0.9755 | 0.3840 | 0.0 | 0.5375 | 0.9584 | nan |
0.0064 | 4444.44 | 40000 | 0.1771 | 0.7068 | 0.7575 | 0.9807 | nan | 0.9943 | 0.9606 | 0.9188 | 0.9884 | 0.8676 | 0.6048 | 0.5538 | 0.9876 | 0.6834 | 0.0 | 0.5460 | 0.9844 | nan | nan | 0.9854 | 0.9037 | 0.8597 | 0.9749 | 0.8196 | 0.6027 | 0.4865 | 0.9753 | 0.3778 | 0.0 | 0.5367 | 0.9590 | nan |
0.006 | 4455.56 | 40100 | 0.1776 | 0.7067 | 0.7573 | 0.9808 | nan | 0.9943 | 0.9609 | 0.9205 | 0.9882 | 0.8683 | 0.6011 | 0.5463 | 0.9877 | 0.6922 | 0.0 | 0.5439 | 0.9837 | nan | nan | 0.9855 | 0.9027 | 0.8621 | 0.9751 | 0.8192 | 0.5990 | 0.4845 | 0.9750 | 0.3825 | 0.0 | 0.5360 | 0.9593 | nan |
0.0074 | 4466.67 | 40200 | 0.1781 | 0.7072 | 0.7574 | 0.9808 | nan | 0.9942 | 0.9607 | 0.9205 | 0.9886 | 0.8682 | 0.6055 | 0.5514 | 0.9871 | 0.6857 | 0.0 | 0.5432 | 0.9836 | nan | nan | 0.9855 | 0.9033 | 0.8615 | 0.9751 | 0.8167 | 0.6034 | 0.4906 | 0.9755 | 0.3806 | 0.0 | 0.5345 | 0.9596 | nan |
0.0069 | 4477.78 | 40300 | 0.1796 | 0.7076 | 0.7588 | 0.9809 | nan | 0.9943 | 0.9611 | 0.9190 | 0.9882 | 0.8692 | 0.6058 | 0.5557 | 0.9880 | 0.6921 | 0.0 | 0.5465 | 0.9854 | nan | nan | 0.9855 | 0.9038 | 0.8614 | 0.9754 | 0.8199 | 0.6037 | 0.4864 | 0.9754 | 0.3838 | 0.0 | 0.5372 | 0.9594 | nan |
0.0072 | 4488.89 | 40400 | 0.1770 | 0.7088 | 0.7603 | 0.9810 | nan | 0.9946 | 0.9600 | 0.9170 | 0.9882 | 0.8712 | 0.6097 | 0.5576 | 0.9884 | 0.7047 | 0.0 | 0.5476 | 0.9850 | nan | nan | 0.9855 | 0.9045 | 0.8613 | 0.9756 | 0.8202 | 0.6074 | 0.4915 | 0.9754 | 0.3871 | 0.0 | 0.5380 | 0.9595 | nan |
0.0058 | 4500.0 | 40500 | 0.1745 | 0.7085 | 0.7601 | 0.9810 | nan | 0.9943 | 0.9604 | 0.9231 | 0.9886 | 0.8712 | 0.6169 | 0.5546 | 0.9876 | 0.6938 | 0.0 | 0.5458 | 0.9845 | nan | nan | 0.9856 | 0.9053 | 0.8630 | 0.9753 | 0.8247 | 0.6147 | 0.4818 | 0.9752 | 0.3809 | 0.0 | 0.5359 | 0.9596 | nan |
0.0067 | 4511.11 | 40600 | 0.1828 | 0.7069 | 0.7571 | 0.9807 | nan | 0.9943 | 0.9608 | 0.9169 | 0.9883 | 0.8664 | 0.5963 | 0.5514 | 0.9883 | 0.6871 | 0.0 | 0.5508 | 0.9842 | nan | nan | 0.9853 | 0.9027 | 0.8605 | 0.9754 | 0.8200 | 0.5945 | 0.4888 | 0.9749 | 0.3812 | 0.0 | 0.5396 | 0.9598 | nan |
0.0061 | 4522.22 | 40700 | 0.1790 | 0.7091 | 0.7599 | 0.9809 | nan | 0.9944 | 0.9599 | 0.9186 | 0.9887 | 0.8527 | 0.6313 | 0.5620 | 0.9880 | 0.6889 | 0.0 | 0.5483 | 0.9860 | nan | nan | 0.9854 | 0.9060 | 0.8603 | 0.9748 | 0.8098 | 0.6281 | 0.4928 | 0.9754 | 0.3784 | 0.0 | 0.5384 | 0.9596 | nan |
0.0056 | 4533.33 | 40800 | 0.1799 | 0.7072 | 0.7583 | 0.9808 | nan | 0.9942 | 0.9612 | 0.9227 | 0.9886 | 0.8581 | 0.5985 | 0.5634 | 0.9880 | 0.6916 | 0.0 | 0.5479 | 0.9854 | nan | nan | 0.9857 | 0.9030 | 0.8642 | 0.9750 | 0.8132 | 0.5963 | 0.4965 | 0.9751 | 0.3802 | 0.0 | 0.5375 | 0.9595 | nan |
0.005 | 4544.44 | 40900 | 0.1773 | 0.7075 | 0.7584 | 0.9809 | nan | 0.9943 | 0.9602 | 0.9231 | 0.9886 | 0.8639 | 0.6020 | 0.5575 | 0.9883 | 0.6905 | 0.0 | 0.5487 | 0.9842 | nan | nan | 0.9857 | 0.9039 | 0.8637 | 0.9751 | 0.8148 | 0.5999 | 0.4935 | 0.9750 | 0.3809 | 0.0 | 0.5388 | 0.9586 | nan |
0.0072 | 4555.56 | 41000 | 0.1785 | 0.7072 | 0.7584 | 0.9807 | nan | 0.9943 | 0.9603 | 0.9186 | 0.9886 | 0.8603 | 0.6013 | 0.5593 | 0.9883 | 0.6954 | 0.0 | 0.5490 | 0.9853 | nan | nan | 0.9855 | 0.9035 | 0.8614 | 0.9748 | 0.8137 | 0.5988 | 0.4953 | 0.9750 | 0.3817 | 0.0 | 0.5381 | 0.9586 | nan |
0.0073 | 4566.67 | 41100 | 0.1786 | 0.7065 | 0.7584 | 0.9809 | nan | 0.9945 | 0.9614 | 0.9184 | 0.9881 | 0.8710 | 0.5946 | 0.5561 | 0.9877 | 0.6972 | 0.0 | 0.5471 | 0.9852 | nan | nan | 0.9856 | 0.9041 | 0.8627 | 0.9754 | 0.8210 | 0.5927 | 0.4822 | 0.9753 | 0.3811 | 0.0 | 0.5379 | 0.9605 | nan |
0.0062 | 4577.78 | 41200 | 0.1775 | 0.7057 | 0.7571 | 0.9807 | nan | 0.9944 | 0.9602 | 0.9186 | 0.9883 | 0.8668 | 0.5984 | 0.5508 | 0.9877 | 0.6880 | 0.0 | 0.5478 | 0.9847 | nan | nan | 0.9854 | 0.9040 | 0.8597 | 0.9751 | 0.8176 | 0.5961 | 0.4814 | 0.9748 | 0.3776 | 0.0 | 0.5379 | 0.9587 | nan |
0.0066 | 4588.89 | 41300 | 0.1779 | 0.7064 | 0.7568 | 0.9807 | nan | 0.9942 | 0.9603 | 0.9223 | 0.9886 | 0.8622 | 0.5963 | 0.5556 | 0.9878 | 0.6834 | 0.0 | 0.5455 | 0.9849 | nan | nan | 0.9855 | 0.9032 | 0.8631 | 0.9748 | 0.8162 | 0.5943 | 0.4909 | 0.9748 | 0.3785 | 0.0 | 0.5361 | 0.9593 | nan |
0.0063 | 4600.0 | 41400 | 0.1795 | 0.7071 | 0.7580 | 0.9807 | nan | 0.9944 | 0.9604 | 0.9166 | 0.9884 | 0.8620 | 0.5940 | 0.5680 | 0.9878 | 0.6914 | 0.0 | 0.5476 | 0.9857 | nan | nan | 0.9854 | 0.9033 | 0.8596 | 0.9751 | 0.8159 | 0.5920 | 0.5017 | 0.9749 | 0.3803 | 0.0 | 0.5374 | 0.9599 | nan |
0.0074 | 4611.11 | 41500 | 0.1816 | 0.7068 | 0.7582 | 0.9808 | nan | 0.9941 | 0.9612 | 0.9220 | 0.9887 | 0.8664 | 0.5958 | 0.5586 | 0.9873 | 0.6918 | 0.0 | 0.5482 | 0.9847 | nan | nan | 0.9855 | 0.9034 | 0.8616 | 0.9752 | 0.8192 | 0.5938 | 0.4894 | 0.9754 | 0.3799 | 0.0 | 0.5382 | 0.9598 | nan |
0.0069 | 4622.22 | 41600 | 0.1791 | 0.7056 | 0.7557 | 0.9808 | nan | 0.9947 | 0.9603 | 0.9219 | 0.9874 | 0.8742 | 0.5908 | 0.5482 | 0.9874 | 0.6759 | 0.0 | 0.5445 | 0.9833 | nan | nan | 0.9855 | 0.9033 | 0.8634 | 0.9752 | 0.8241 | 0.5889 | 0.4826 | 0.9757 | 0.3751 | 0.0 | 0.5354 | 0.9575 | nan |
0.0061 | 4633.33 | 41700 | 0.1788 | 0.7058 | 0.7575 | 0.9807 | nan | 0.9943 | 0.9603 | 0.9207 | 0.9883 | 0.8646 | 0.5985 | 0.5607 | 0.9883 | 0.6867 | 0.0 | 0.5442 | 0.9835 | nan | nan | 0.9855 | 0.9037 | 0.8619 | 0.9748 | 0.8157 | 0.5966 | 0.4874 | 0.9750 | 0.3752 | 0.0 | 0.5352 | 0.9583 | nan |
0.0067 | 4644.44 | 41800 | 0.1799 | 0.7056 | 0.7560 | 0.9806 | nan | 0.9943 | 0.9598 | 0.9192 | 0.9886 | 0.8613 | 0.5929 | 0.5569 | 0.9878 | 0.6776 | 0.0 | 0.5479 | 0.9851 | nan | nan | 0.9854 | 0.9029 | 0.8604 | 0.9749 | 0.8135 | 0.5910 | 0.4944 | 0.9749 | 0.3738 | 0.0 | 0.5374 | 0.9587 | nan |
0.006 | 4655.56 | 41900 | 0.1810 | 0.7061 | 0.7575 | 0.9807 | nan | 0.9940 | 0.9610 | 0.9259 | 0.9886 | 0.8582 | 0.6048 | 0.5559 | 0.9877 | 0.6864 | 0.0 | 0.5424 | 0.9852 | nan | nan | 0.9856 | 0.9038 | 0.8634 | 0.9746 | 0.8124 | 0.6028 | 0.4860 | 0.9747 | 0.3787 | 0.0 | 0.5329 | 0.9584 | nan |
0.0055 | 4666.67 | 42000 | 0.1786 | 0.7072 | 0.7580 | 0.9808 | nan | 0.9943 | 0.9614 | 0.9193 | 0.9885 | 0.8710 | 0.5972 | 0.5568 | 0.9874 | 0.6897 | 0.0 | 0.5466 | 0.9840 | nan | nan | 0.9855 | 0.9040 | 0.8619 | 0.9751 | 0.8206 | 0.5952 | 0.4906 | 0.9750 | 0.3817 | 0.0 | 0.5371 | 0.9601 | nan |
0.0074 | 4677.78 | 42100 | 0.1828 | 0.7078 | 0.7593 | 0.9808 | nan | 0.9942 | 0.9620 | 0.9210 | 0.9880 | 0.8630 | 0.6004 | 0.5658 | 0.9873 | 0.7003 | 0.0 | 0.5445 | 0.9847 | nan | nan | 0.9855 | 0.9036 | 0.8616 | 0.9750 | 0.8143 | 0.5984 | 0.5008 | 0.9753 | 0.3865 | 0.0 | 0.5349 | 0.9583 | nan |
0.0074 | 4688.89 | 42200 | 0.1788 | 0.7076 | 0.7591 | 0.9809 | nan | 0.9942 | 0.9618 | 0.9224 | 0.9882 | 0.8704 | 0.6016 | 0.5546 | 0.9876 | 0.6976 | 0.0 | 0.5456 | 0.9849 | nan | nan | 0.9856 | 0.9041 | 0.8629 | 0.9752 | 0.8210 | 0.5994 | 0.4882 | 0.9750 | 0.3860 | 0.0 | 0.5358 | 0.9585 | nan |
0.0072 | 4700.0 | 42300 | 0.1806 | 0.7080 | 0.7596 | 0.9809 | nan | 0.9943 | 0.9599 | 0.9237 | 0.9885 | 0.8639 | 0.6038 | 0.5674 | 0.9878 | 0.6950 | 0.0 | 0.5453 | 0.9853 | nan | nan | 0.9856 | 0.9041 | 0.8637 | 0.9751 | 0.8153 | 0.6017 | 0.4956 | 0.9753 | 0.3826 | 0.0 | 0.5363 | 0.9603 | nan |
0.0067 | 4711.11 | 42400 | 0.1778 | 0.7083 | 0.7597 | 0.9808 | nan | 0.9942 | 0.9601 | 0.9232 | 0.9886 | 0.8606 | 0.6082 | 0.5691 | 0.9878 | 0.6923 | 0.0 | 0.5468 | 0.9848 | nan | nan | 0.9856 | 0.9041 | 0.8628 | 0.9749 | 0.8132 | 0.6057 | 0.4994 | 0.9752 | 0.3828 | 0.0 | 0.5369 | 0.9597 | nan |
0.0062 | 4722.22 | 42500 | 0.1881 | 0.7073 | 0.7577 | 0.9808 | nan | 0.9944 | 0.9613 | 0.9190 | 0.9885 | 0.8616 | 0.5980 | 0.5627 | 0.9871 | 0.6904 | 0.0 | 0.5452 | 0.9838 | nan | nan | 0.9856 | 0.9035 | 0.8626 | 0.9748 | 0.8147 | 0.5960 | 0.4971 | 0.9754 | 0.3824 | 0.0 | 0.5359 | 0.9601 | nan |
0.0062 | 4733.33 | 42600 | 0.1819 | 0.7087 | 0.7592 | 0.9808 | nan | 0.9945 | 0.9606 | 0.9191 | 0.9884 | 0.8637 | 0.6004 | 0.5695 | 0.9876 | 0.6953 | 0.0 | 0.5480 | 0.9828 | nan | nan | 0.9855 | 0.9039 | 0.8613 | 0.9752 | 0.8169 | 0.5982 | 0.5062 | 0.9755 | 0.3847 | 0.0 | 0.5386 | 0.9584 | nan |
0.0055 | 4744.44 | 42700 | 0.1838 | 0.7094 | 0.7607 | 0.9809 | nan | 0.9945 | 0.9602 | 0.9168 | 0.9885 | 0.8613 | 0.6184 | 0.5761 | 0.9878 | 0.6943 | 0.0 | 0.5466 | 0.9833 | nan | nan | 0.9855 | 0.9044 | 0.8615 | 0.9750 | 0.8125 | 0.6161 | 0.5034 | 0.9752 | 0.3817 | 0.0 | 0.5374 | 0.9597 | nan |
0.0059 | 4755.56 | 42800 | 0.1847 | 0.7088 | 0.7593 | 0.9808 | nan | 0.9942 | 0.9603 | 0.9227 | 0.9887 | 0.8636 | 0.6065 | 0.5646 | 0.9872 | 0.6978 | 0.0 | 0.5459 | 0.9802 | nan | nan | 0.9855 | 0.9024 | 0.8627 | 0.9752 | 0.8176 | 0.6041 | 0.5059 | 0.9751 | 0.3835 | 0.0 | 0.5369 | 0.9568 | nan |
0.0065 | 4766.67 | 42900 | 0.1817 | 0.7075 | 0.7587 | 0.9809 | nan | 0.9942 | 0.9605 | 0.9247 | 0.9887 | 0.8556 | 0.6089 | 0.5638 | 0.9876 | 0.6870 | 0.0 | 0.5489 | 0.9846 | nan | nan | 0.9857 | 0.9040 | 0.8650 | 0.9746 | 0.8102 | 0.6068 | 0.4887 | 0.9748 | 0.3800 | 0.0 | 0.5390 | 0.9609 | nan |
0.006 | 4777.78 | 43000 | 0.1841 | 0.7066 | 0.7577 | 0.9808 | nan | 0.9943 | 0.9618 | 0.9173 | 0.9878 | 0.8662 | 0.6036 | 0.5484 | 0.9881 | 0.6949 | 0.0 | 0.5463 | 0.9833 | nan | nan | 0.9854 | 0.9038 | 0.8605 | 0.9750 | 0.8178 | 0.6016 | 0.4796 | 0.9753 | 0.3837 | 0.0 | 0.5373 | 0.9590 | nan |
0.0062 | 4788.89 | 43100 | 0.1825 | 0.7069 | 0.7572 | 0.9808 | nan | 0.9944 | 0.9609 | 0.9192 | 0.9882 | 0.8679 | 0.6082 | 0.5490 | 0.9877 | 0.6812 | 0.0 | 0.5476 | 0.9820 | nan | nan | 0.9855 | 0.9041 | 0.8617 | 0.9750 | 0.8177 | 0.6061 | 0.4854 | 0.9753 | 0.3773 | 0.0 | 0.5375 | 0.9571 | nan |
0.0073 | 4800.0 | 43200 | 0.1789 | 0.7075 | 0.7578 | 0.9807 | nan | 0.9944 | 0.9598 | 0.9179 | 0.9886 | 0.8593 | 0.6116 | 0.5625 | 0.9879 | 0.6810 | 0.0 | 0.5475 | 0.9827 | nan | nan | 0.9855 | 0.9035 | 0.8620 | 0.9748 | 0.8118 | 0.6094 | 0.4960 | 0.9748 | 0.3755 | 0.0 | 0.5377 | 0.9591 | nan |
0.0057 | 4811.11 | 43300 | 0.1851 | 0.7075 | 0.7579 | 0.9808 | nan | 0.9942 | 0.9617 | 0.9212 | 0.9885 | 0.8638 | 0.5980 | 0.5606 | 0.9871 | 0.6887 | 0.0 | 0.5471 | 0.9835 | nan | nan | 0.9855 | 0.9030 | 0.8618 | 0.9752 | 0.8164 | 0.5960 | 0.4975 | 0.9755 | 0.3824 | 0.0 | 0.5376 | 0.9587 | nan |
0.0058 | 4822.22 | 43400 | 0.1844 | 0.7080 | 0.7586 | 0.9808 | nan | 0.9944 | 0.9603 | 0.9182 | 0.9885 | 0.8691 | 0.5989 | 0.5599 | 0.9876 | 0.6985 | 0.0 | 0.5479 | 0.9798 | nan | nan | 0.9855 | 0.9025 | 0.8609 | 0.9756 | 0.8225 | 0.5970 | 0.4993 | 0.9753 | 0.3841 | 0.0 | 0.5378 | 0.9556 | nan |
0.0057 | 4833.33 | 43500 | 0.1825 | 0.7077 | 0.7580 | 0.9808 | nan | 0.9943 | 0.9612 | 0.9215 | 0.9881 | 0.8695 | 0.6026 | 0.5573 | 0.9877 | 0.6872 | 0.0 | 0.5460 | 0.9809 | nan | nan | 0.9854 | 0.9032 | 0.8624 | 0.9754 | 0.8198 | 0.6007 | 0.4934 | 0.9756 | 0.3821 | 0.0 | 0.5368 | 0.9576 | nan |
0.0063 | 4844.44 | 43600 | 0.1866 | 0.7066 | 0.7571 | 0.9807 | nan | 0.9941 | 0.9602 | 0.9225 | 0.9886 | 0.8625 | 0.5968 | 0.5557 | 0.9881 | 0.6885 | 0.0 | 0.5464 | 0.9815 | nan | nan | 0.9855 | 0.9026 | 0.8621 | 0.9749 | 0.8148 | 0.5947 | 0.4949 | 0.9750 | 0.3802 | 0.0 | 0.5368 | 0.9579 | nan |
0.0068 | 4855.56 | 43700 | 0.1875 | 0.7069 | 0.7567 | 0.9807 | nan | 0.9944 | 0.9614 | 0.9150 | 0.9884 | 0.8651 | 0.6074 | 0.5438 | 0.9876 | 0.6880 | 0.0 | 0.5448 | 0.9850 | nan | nan | 0.9853 | 0.9045 | 0.8594 | 0.9748 | 0.8158 | 0.6052 | 0.4848 | 0.9752 | 0.3827 | 0.0 | 0.5353 | 0.9594 | nan |
0.0063 | 4866.67 | 43800 | 0.1879 | 0.7069 | 0.7578 | 0.9807 | nan | 0.9942 | 0.9619 | 0.9185 | 0.9882 | 0.8570 | 0.6000 | 0.5615 | 0.9876 | 0.6951 | 0.0 | 0.5451 | 0.9840 | nan | nan | 0.9854 | 0.9034 | 0.8605 | 0.9748 | 0.8106 | 0.5980 | 0.4965 | 0.9756 | 0.3825 | 0.0 | 0.5355 | 0.9595 | nan |
0.006 | 4877.78 | 43900 | 0.1831 | 0.7074 | 0.7574 | 0.9809 | nan | 0.9943 | 0.9615 | 0.9192 | 0.9884 | 0.8679 | 0.5995 | 0.5539 | 0.9878 | 0.6870 | 0.0 | 0.5458 | 0.9838 | nan | nan | 0.9855 | 0.9041 | 0.8619 | 0.9752 | 0.8193 | 0.5973 | 0.4951 | 0.9753 | 0.3787 | 0.0 | 0.5363 | 0.9607 | nan |
0.0051 | 4888.89 | 44000 | 0.1859 | 0.7071 | 0.7585 | 0.9808 | nan | 0.9941 | 0.9618 | 0.9245 | 0.9880 | 0.8646 | 0.5971 | 0.5621 | 0.9876 | 0.6883 | 0.0 | 0.5489 | 0.9846 | nan | nan | 0.9855 | 0.9036 | 0.8628 | 0.9750 | 0.8157 | 0.5951 | 0.4937 | 0.9750 | 0.3812 | 0.0 | 0.5383 | 0.9596 | nan |
0.0072 | 4900.0 | 44100 | 0.1833 | 0.7080 | 0.7604 | 0.9808 | nan | 0.9942 | 0.9609 | 0.9189 | 0.9885 | 0.8714 | 0.5985 | 0.5772 | 0.9877 | 0.6923 | 0.0 | 0.5496 | 0.9851 | nan | nan | 0.9854 | 0.9035 | 0.8604 | 0.9757 | 0.8208 | 0.5963 | 0.5004 | 0.9753 | 0.3795 | 0.0 | 0.5390 | 0.9595 | nan |
0.0056 | 4911.11 | 44200 | 0.1860 | 0.7079 | 0.7585 | 0.9807 | nan | 0.9943 | 0.9618 | 0.9169 | 0.9879 | 0.8715 | 0.6012 | 0.5650 | 0.9878 | 0.6884 | 0.0 | 0.5478 | 0.9801 | nan | nan | 0.9853 | 0.9031 | 0.8605 | 0.9753 | 0.8206 | 0.5993 | 0.5011 | 0.9753 | 0.3810 | 0.0 | 0.5380 | 0.9556 | nan |
0.0057 | 4922.22 | 44300 | 0.1834 | 0.7100 | 0.7615 | 0.9808 | nan | 0.9940 | 0.9611 | 0.9213 | 0.9886 | 0.8631 | 0.6120 | 0.5838 | 0.9878 | 0.6995 | 0.0 | 0.5464 | 0.9804 | nan | nan | 0.9854 | 0.9032 | 0.8606 | 0.9752 | 0.8156 | 0.6097 | 0.5168 | 0.9751 | 0.3846 | 0.0 | 0.5371 | 0.9571 | nan |
0.0055 | 4933.33 | 44400 | 0.1908 | 0.7075 | 0.7586 | 0.9806 | nan | 0.9942 | 0.9607 | 0.9187 | 0.9879 | 0.8708 | 0.5972 | 0.5650 | 0.9880 | 0.6937 | 0.0 | 0.5448 | 0.9817 | nan | nan | 0.9853 | 0.9028 | 0.8588 | 0.9753 | 0.8199 | 0.5954 | 0.5031 | 0.9750 | 0.3834 | 0.0 | 0.5356 | 0.9562 | nan |
0.0059 | 4944.44 | 44500 | 0.1892 | 0.7074 | 0.7570 | 0.9807 | nan | 0.9942 | 0.9624 | 0.9190 | 0.9875 | 0.8775 | 0.5930 | 0.5579 | 0.9873 | 0.6786 | 0.0 | 0.5473 | 0.9787 | nan | nan | 0.9853 | 0.9020 | 0.8605 | 0.9755 | 0.8249 | 0.5910 | 0.5040 | 0.9750 | 0.3770 | 0.0 | 0.5380 | 0.9554 | nan |
0.0065 | 4955.56 | 44600 | 0.1864 | 0.7074 | 0.7585 | 0.9808 | nan | 0.9943 | 0.9611 | 0.9212 | 0.9882 | 0.8620 | 0.6012 | 0.5641 | 0.9878 | 0.6921 | 0.0 | 0.5467 | 0.9831 | nan | nan | 0.9855 | 0.9041 | 0.8622 | 0.9749 | 0.8115 | 0.5990 | 0.4974 | 0.9752 | 0.3815 | 0.0 | 0.5374 | 0.9598 | nan |
0.0051 | 4966.67 | 44700 | 0.1867 | 0.7065 | 0.7575 | 0.9806 | nan | 0.9943 | 0.9614 | 0.9185 | 0.9881 | 0.8581 | 0.5931 | 0.5684 | 0.9874 | 0.6867 | 0.0 | 0.5498 | 0.9843 | nan | nan | 0.9853 | 0.9033 | 0.8599 | 0.9747 | 0.8091 | 0.5912 | 0.5013 | 0.9751 | 0.3798 | 0.0 | 0.5390 | 0.9590 | nan |
0.0068 | 4977.78 | 44800 | 0.1877 | 0.7059 | 0.7563 | 0.9806 | nan | 0.9944 | 0.9620 | 0.9144 | 0.9880 | 0.8677 | 0.5839 | 0.5608 | 0.9876 | 0.6882 | 0.0 | 0.5469 | 0.9822 | nan | nan | 0.9853 | 0.9032 | 0.8586 | 0.9750 | 0.8171 | 0.5820 | 0.4975 | 0.9754 | 0.3806 | 0.0 | 0.5376 | 0.9588 | nan |
0.0063 | 4988.89 | 44900 | 0.1867 | 0.7065 | 0.7569 | 0.9806 | nan | 0.9942 | 0.9611 | 0.9181 | 0.9884 | 0.8556 | 0.6048 | 0.5529 | 0.9875 | 0.6914 | 0.0 | 0.5457 | 0.9835 | nan | nan | 0.9853 | 0.9034 | 0.8591 | 0.9745 | 0.8072 | 0.6027 | 0.4932 | 0.9747 | 0.3817 | 0.0 | 0.5365 | 0.9590 | nan |
0.0076 | 5000.0 | 45000 | 0.1866 | 0.7088 | 0.7594 | 0.9808 | nan | 0.9943 | 0.9614 | 0.9187 | 0.9885 | 0.8626 | 0.6030 | 0.5753 | 0.9875 | 0.6885 | 0.0 | 0.5487 | 0.9847 | nan | nan | 0.9855 | 0.9039 | 0.8616 | 0.9753 | 0.8165 | 0.6010 | 0.5068 | 0.9749 | 0.3808 | 0.0 | 0.5386 | 0.9609 | nan |
0.0063 | 5011.11 | 45100 | 0.1825 | 0.7098 | 0.7623 | 0.9808 | nan | 0.9942 | 0.9595 | 0.9234 | 0.9883 | 0.8666 | 0.6046 | 0.5938 | 0.9875 | 0.6973 | 0.0 | 0.5473 | 0.9850 | nan | nan | 0.9854 | 0.9043 | 0.8597 | 0.9754 | 0.8171 | 0.6020 | 0.5172 | 0.9749 | 0.3844 | 0.0 | 0.5371 | 0.9604 | nan |
0.0054 | 5022.22 | 45200 | 0.1890 | 0.7081 | 0.7587 | 0.9808 | nan | 0.9942 | 0.9612 | 0.9205 | 0.9885 | 0.8655 | 0.5964 | 0.5705 | 0.9877 | 0.6895 | 0.0 | 0.5462 | 0.9841 | nan | nan | 0.9856 | 0.9033 | 0.8613 | 0.9752 | 0.8183 | 0.5944 | 0.5052 | 0.9750 | 0.3821 | 0.0 | 0.5368 | 0.9603 | nan |
0.0058 | 5033.33 | 45300 | 0.1880 | 0.7091 | 0.7602 | 0.9808 | nan | 0.9943 | 0.9613 | 0.9188 | 0.9882 | 0.8661 | 0.6079 | 0.5698 | 0.9872 | 0.6977 | 0.0 | 0.5467 | 0.9842 | nan | nan | 0.9854 | 0.9041 | 0.8606 | 0.9751 | 0.8159 | 0.6054 | 0.5056 | 0.9750 | 0.3852 | 0.0 | 0.5371 | 0.9599 | nan |
0.0054 | 5044.44 | 45400 | 0.1884 | 0.7087 | 0.7599 | 0.9809 | nan | 0.9943 | 0.9620 | 0.9209 | 0.9883 | 0.8623 | 0.5973 | 0.5833 | 0.9873 | 0.6921 | 0.0 | 0.5469 | 0.9843 | nan | nan | 0.9856 | 0.9042 | 0.8625 | 0.9751 | 0.8149 | 0.5955 | 0.5125 | 0.9751 | 0.3807 | 0.0 | 0.5376 | 0.9605 | nan |
0.0055 | 5055.56 | 45500 | 0.1886 | 0.7079 | 0.7593 | 0.9808 | nan | 0.9944 | 0.9604 | 0.9205 | 0.9885 | 0.8659 | 0.6026 | 0.5672 | 0.9875 | 0.6931 | 0.0 | 0.5469 | 0.9841 | nan | nan | 0.9855 | 0.9050 | 0.8604 | 0.9750 | 0.8166 | 0.6006 | 0.4961 | 0.9751 | 0.3835 | 0.0 | 0.5377 | 0.9589 | nan |
0.0062 | 5066.67 | 45600 | 0.1941 | 0.7071 | 0.7581 | 0.9806 | nan | 0.9944 | 0.9605 | 0.9155 | 0.9884 | 0.8563 | 0.5995 | 0.5716 | 0.9871 | 0.6930 | 0.0 | 0.5469 | 0.9841 | nan | nan | 0.9853 | 0.9033 | 0.8590 | 0.9746 | 0.8084 | 0.5976 | 0.5037 | 0.9749 | 0.3822 | 0.0 | 0.5373 | 0.9594 | nan |
0.0052 | 5077.78 | 45700 | 0.1861 | 0.7076 | 0.7582 | 0.9809 | nan | 0.9943 | 0.9600 | 0.9251 | 0.9887 | 0.8628 | 0.5972 | 0.5678 | 0.9879 | 0.6880 | 0.0 | 0.5442 | 0.9831 | nan | nan | 0.9856 | 0.9038 | 0.8636 | 0.9751 | 0.8169 | 0.5952 | 0.5001 | 0.9745 | 0.3823 | 0.0 | 0.5350 | 0.9596 | nan |
0.0057 | 5088.89 | 45800 | 0.1854 | 0.7070 | 0.7582 | 0.9808 | nan | 0.9941 | 0.9615 | 0.9247 | 0.9882 | 0.8634 | 0.5959 | 0.5564 | 0.9879 | 0.6953 | 0.0 | 0.5466 | 0.9840 | nan | nan | 0.9856 | 0.9039 | 0.8635 | 0.9749 | 0.8147 | 0.5940 | 0.4909 | 0.9752 | 0.3841 | 0.0 | 0.5373 | 0.9598 | nan |
0.0056 | 5100.0 | 45900 | 0.1908 | 0.7073 | 0.7578 | 0.9808 | nan | 0.9943 | 0.9608 | 0.9221 | 0.9884 | 0.8583 | 0.5976 | 0.5646 | 0.9882 | 0.6899 | 0.0 | 0.5458 | 0.9839 | nan | nan | 0.9856 | 0.9039 | 0.8638 | 0.9748 | 0.8115 | 0.5954 | 0.4981 | 0.9747 | 0.3827 | 0.0 | 0.5365 | 0.9602 | nan |
0.0057 | 5111.11 | 46000 | 0.1884 | 0.7060 | 0.7566 | 0.9807 | nan | 0.9944 | 0.9603 | 0.9205 | 0.9885 | 0.8590 | 0.5956 | 0.5530 | 0.9877 | 0.6890 | 0.0 | 0.5466 | 0.9843 | nan | nan | 0.9855 | 0.9039 | 0.8619 | 0.9747 | 0.8121 | 0.5937 | 0.4870 | 0.9750 | 0.3814 | 0.0 | 0.5371 | 0.9599 | nan |
0.006 | 5122.22 | 46100 | 0.1915 | 0.7076 | 0.7591 | 0.9809 | nan | 0.9944 | 0.9611 | 0.9222 | 0.9882 | 0.8613 | 0.5978 | 0.5676 | 0.9878 | 0.6979 | 0.0 | 0.5466 | 0.9839 | nan | nan | 0.9857 | 0.9045 | 0.8640 | 0.9749 | 0.8134 | 0.5958 | 0.4968 | 0.9751 | 0.3840 | 0.0 | 0.5367 | 0.9606 | nan |
0.0053 | 5133.33 | 46200 | 0.1915 | 0.7055 | 0.7559 | 0.9808 | nan | 0.9945 | 0.9613 | 0.9177 | 0.9880 | 0.8685 | 0.5975 | 0.5481 | 0.9881 | 0.6758 | 0.0 | 0.5465 | 0.9846 | nan | nan | 0.9855 | 0.9038 | 0.8614 | 0.9753 | 0.8204 | 0.5956 | 0.4756 | 0.9751 | 0.3769 | 0.0 | 0.5367 | 0.9594 | nan |
0.0064 | 5144.44 | 46300 | 0.1893 | 0.7060 | 0.7575 | 0.9808 | nan | 0.9942 | 0.9609 | 0.9217 | 0.9882 | 0.8649 | 0.5952 | 0.5583 | 0.9880 | 0.6887 | 0.0 | 0.5458 | 0.9842 | nan | nan | 0.9855 | 0.9035 | 0.8630 | 0.9750 | 0.8151 | 0.5933 | 0.4845 | 0.9753 | 0.3801 | 0.0 | 0.5366 | 0.9601 | nan |
0.0062 | 5155.56 | 46400 | 0.1913 | 0.7059 | 0.7579 | 0.9807 | nan | 0.9942 | 0.9603 | 0.9220 | 0.9884 | 0.8608 | 0.5908 | 0.5684 | 0.9883 | 0.6900 | 0.0 | 0.5468 | 0.9853 | nan | nan | 0.9855 | 0.9032 | 0.8640 | 0.9746 | 0.8115 | 0.5889 | 0.4939 | 0.9746 | 0.3784 | 0.0 | 0.5365 | 0.9591 | nan |
0.006 | 5166.67 | 46500 | 0.1942 | 0.7059 | 0.7564 | 0.9807 | nan | 0.9943 | 0.9613 | 0.9181 | 0.9883 | 0.8630 | 0.5912 | 0.5569 | 0.9878 | 0.6852 | 0.0 | 0.5458 | 0.9847 | nan | nan | 0.9854 | 0.9041 | 0.8605 | 0.9749 | 0.8138 | 0.5893 | 0.4922 | 0.9751 | 0.3794 | 0.0 | 0.5366 | 0.9599 | nan |
0.0054 | 5177.78 | 46600 | 0.1936 | 0.7075 | 0.7581 | 0.9807 | nan | 0.9944 | 0.9605 | 0.9173 | 0.9885 | 0.8618 | 0.5976 | 0.5663 | 0.9879 | 0.6900 | 0.0 | 0.5487 | 0.9848 | nan | nan | 0.9855 | 0.9036 | 0.8619 | 0.9748 | 0.8128 | 0.5955 | 0.5027 | 0.9749 | 0.3807 | 0.0 | 0.5378 | 0.9594 | nan |
0.0056 | 5188.89 | 46700 | 0.1907 | 0.7067 | 0.7579 | 0.9808 | nan | 0.9942 | 0.9613 | 0.9217 | 0.9884 | 0.8651 | 0.5918 | 0.5629 | 0.9880 | 0.6893 | 0.0 | 0.5471 | 0.9845 | nan | nan | 0.9856 | 0.9038 | 0.8625 | 0.9750 | 0.8163 | 0.5898 | 0.4960 | 0.9753 | 0.3796 | 0.0 | 0.5367 | 0.9596 | nan |
0.0057 | 5200.0 | 46800 | 0.1928 | 0.7063 | 0.7570 | 0.9808 | nan | 0.9943 | 0.9609 | 0.9211 | 0.9885 | 0.8636 | 0.5952 | 0.5532 | 0.9878 | 0.6896 | 0.0 | 0.5459 | 0.9838 | nan | nan | 0.9855 | 0.9037 | 0.8628 | 0.9749 | 0.8151 | 0.5933 | 0.4888 | 0.9750 | 0.3805 | 0.0 | 0.5365 | 0.9600 | nan |
0.0055 | 5211.11 | 46900 | 0.1883 | 0.7067 | 0.7585 | 0.9807 | nan | 0.9939 | 0.9611 | 0.9243 | 0.9887 | 0.8602 | 0.5944 | 0.5650 | 0.9880 | 0.6952 | 0.0 | 0.5472 | 0.9842 | nan | nan | 0.9855 | 0.9038 | 0.8617 | 0.9747 | 0.8120 | 0.5926 | 0.4946 | 0.9756 | 0.3832 | 0.0 | 0.5373 | 0.9600 | nan |
0.0061 | 5222.22 | 47000 | 0.1949 | 0.7067 | 0.7573 | 0.9807 | nan | 0.9942 | 0.9612 | 0.9199 | 0.9884 | 0.8647 | 0.5899 | 0.5582 | 0.9874 | 0.6933 | 0.0 | 0.5461 | 0.9847 | nan | nan | 0.9854 | 0.9032 | 0.8594 | 0.9752 | 0.8149 | 0.5881 | 0.4992 | 0.9756 | 0.3823 | 0.0 | 0.5371 | 0.9601 | nan |
0.0055 | 5233.33 | 47100 | 0.1928 | 0.7065 | 0.7575 | 0.9807 | nan | 0.9944 | 0.9613 | 0.9181 | 0.9879 | 0.8652 | 0.6008 | 0.5487 | 0.9882 | 0.6943 | 0.0 | 0.5462 | 0.9843 | nan | nan | 0.9855 | 0.9039 | 0.8611 | 0.9750 | 0.8156 | 0.5990 | 0.4858 | 0.9747 | 0.3808 | 0.0 | 0.5373 | 0.9598 | nan |
0.0063 | 5244.44 | 47200 | 0.1920 | 0.7060 | 0.7576 | 0.9808 | nan | 0.9941 | 0.9609 | 0.9258 | 0.9879 | 0.8648 | 0.5899 | 0.5613 | 0.9881 | 0.6862 | 0.0 | 0.5480 | 0.9847 | nan | nan | 0.9856 | 0.9038 | 0.8635 | 0.9746 | 0.8146 | 0.5878 | 0.4919 | 0.9751 | 0.3775 | 0.0 | 0.5380 | 0.9598 | nan |
0.0063 | 5255.56 | 47300 | 0.1915 | 0.7072 | 0.7577 | 0.9808 | nan | 0.9943 | 0.9616 | 0.9191 | 0.9883 | 0.8640 | 0.5959 | 0.5578 | 0.9874 | 0.6917 | 0.0 | 0.5484 | 0.9837 | nan | nan | 0.9855 | 0.9037 | 0.8613 | 0.9751 | 0.8154 | 0.5938 | 0.4978 | 0.9752 | 0.3808 | 0.0 | 0.5388 | 0.9587 | nan |
0.0053 | 5266.67 | 47400 | 0.1935 | 0.7075 | 0.7581 | 0.9808 | nan | 0.9943 | 0.9612 | 0.9207 | 0.9885 | 0.8692 | 0.5909 | 0.5613 | 0.9873 | 0.6930 | 0.0 | 0.5472 | 0.9839 | nan | nan | 0.9855 | 0.9039 | 0.8624 | 0.9753 | 0.8194 | 0.5890 | 0.5012 | 0.9748 | 0.3814 | 0.0 | 0.5373 | 0.9598 | nan |
0.0055 | 5277.78 | 47500 | 0.1903 | 0.7074 | 0.7579 | 0.9808 | nan | 0.9942 | 0.9610 | 0.9224 | 0.9889 | 0.8619 | 0.5925 | 0.5659 | 0.9874 | 0.6914 | 0.0 | 0.5464 | 0.9834 | nan | nan | 0.9856 | 0.9031 | 0.8638 | 0.9750 | 0.8151 | 0.5906 | 0.5029 | 0.9751 | 0.3797 | 0.0 | 0.5371 | 0.9603 | nan |
0.0051 | 5288.89 | 47600 | 0.1926 | 0.7088 | 0.7593 | 0.9808 | nan | 0.9942 | 0.9620 | 0.9196 | 0.9884 | 0.8684 | 0.5882 | 0.5790 | 0.9874 | 0.6924 | 0.0 | 0.5469 | 0.9843 | nan | nan | 0.9855 | 0.9029 | 0.8619 | 0.9754 | 0.8195 | 0.5860 | 0.5176 | 0.9751 | 0.3836 | 0.0 | 0.5378 | 0.9599 | nan |
0.0048 | 5300.0 | 47700 | 0.1936 | 0.7071 | 0.7580 | 0.9807 | nan | 0.9942 | 0.9613 | 0.9177 | 0.9885 | 0.8618 | 0.5964 | 0.5619 | 0.9880 | 0.6939 | 0.0 | 0.5476 | 0.9849 | nan | nan | 0.9854 | 0.9042 | 0.8600 | 0.9749 | 0.8139 | 0.5941 | 0.4975 | 0.9751 | 0.3825 | 0.0 | 0.5376 | 0.9601 | nan |
0.0063 | 5311.11 | 47800 | 0.1919 | 0.7061 | 0.7580 | 0.9807 | nan | 0.9941 | 0.9610 | 0.9238 | 0.9884 | 0.8635 | 0.5861 | 0.5644 | 0.9881 | 0.6954 | 0.0 | 0.5483 | 0.9835 | nan | nan | 0.9855 | 0.9035 | 0.8622 | 0.9749 | 0.8155 | 0.5842 | 0.4933 | 0.9750 | 0.3798 | 0.0 | 0.5377 | 0.9608 | nan |
0.0055 | 5322.22 | 47900 | 0.1916 | 0.7045 | 0.7559 | 0.9806 | nan | 0.9940 | 0.9617 | 0.9210 | 0.9883 | 0.8657 | 0.5765 | 0.5565 | 0.9878 | 0.6891 | 0.0 | 0.5464 | 0.9842 | nan | nan | 0.9855 | 0.9025 | 0.8612 | 0.9748 | 0.8150 | 0.5749 | 0.4897 | 0.9756 | 0.3795 | 0.0 | 0.5371 | 0.9587 | nan |
0.0059 | 5333.33 | 48000 | 0.1859 | 0.7071 | 0.7572 | 0.9808 | nan | 0.9942 | 0.9610 | 0.9189 | 0.9885 | 0.8666 | 0.5990 | 0.5604 | 0.9884 | 0.6793 | 0.0 | 0.5446 | 0.9854 | nan | nan | 0.9854 | 0.9038 | 0.8611 | 0.9750 | 0.8182 | 0.5970 | 0.5001 | 0.9747 | 0.3759 | 0.0 | 0.5352 | 0.9593 | nan |
0.0055 | 5344.44 | 48100 | 0.1934 | 0.7073 | 0.7584 | 0.9808 | nan | 0.9942 | 0.9605 | 0.9199 | 0.9885 | 0.8650 | 0.6001 | 0.5667 | 0.9880 | 0.6845 | 0.0 | 0.5479 | 0.9850 | nan | nan | 0.9855 | 0.9042 | 0.8621 | 0.9751 | 0.8152 | 0.5980 | 0.5009 | 0.9751 | 0.3756 | 0.0 | 0.5379 | 0.9580 | nan |
0.0072 | 5355.56 | 48200 | 0.1902 | 0.7071 | 0.7580 | 0.9807 | nan | 0.9941 | 0.9613 | 0.9220 | 0.9884 | 0.8648 | 0.5947 | 0.5648 | 0.9875 | 0.6875 | 0.0 | 0.5465 | 0.9839 | nan | nan | 0.9855 | 0.9034 | 0.8619 | 0.9749 | 0.8162 | 0.5927 | 0.4998 | 0.9756 | 0.3784 | 0.0 | 0.5372 | 0.9597 | nan |
0.0064 | 5366.67 | 48300 | 0.1923 | 0.7067 | 0.7576 | 0.9807 | nan | 0.9942 | 0.9611 | 0.9196 | 0.9884 | 0.8630 | 0.6009 | 0.5519 | 0.9878 | 0.6919 | 0.0 | 0.5480 | 0.9845 | nan | nan | 0.9854 | 0.9039 | 0.8612 | 0.9747 | 0.8134 | 0.5985 | 0.4901 | 0.9750 | 0.3804 | 0.0 | 0.5382 | 0.9593 | nan |
0.0047 | 5377.78 | 48400 | 0.1899 | 0.7077 | 0.7593 | 0.9807 | nan | 0.9941 | 0.9608 | 0.9186 | 0.9884 | 0.8656 | 0.5987 | 0.5696 | 0.9883 | 0.6945 | 0.0 | 0.5480 | 0.9849 | nan | nan | 0.9854 | 0.9033 | 0.8604 | 0.9749 | 0.8160 | 0.5967 | 0.5017 | 0.9745 | 0.3809 | 0.0 | 0.5387 | 0.9600 | nan |
0.006 | 5388.89 | 48500 | 0.1920 | 0.7065 | 0.7581 | 0.9807 | nan | 0.9942 | 0.9613 | 0.9195 | 0.9883 | 0.8683 | 0.5958 | 0.5565 | 0.9879 | 0.6939 | 0.0 | 0.5478 | 0.9842 | nan | nan | 0.9854 | 0.9039 | 0.8611 | 0.9751 | 0.8181 | 0.5938 | 0.4887 | 0.9749 | 0.3795 | 0.0 | 0.5385 | 0.9593 | nan |
0.0054 | 5400.0 | 48600 | 0.1925 | 0.7083 | 0.7594 | 0.9808 | nan | 0.9942 | 0.9608 | 0.9214 | 0.9883 | 0.8699 | 0.5985 | 0.5687 | 0.9880 | 0.6922 | 0.0 | 0.5469 | 0.9839 | nan | nan | 0.9855 | 0.9032 | 0.8620 | 0.9755 | 0.8224 | 0.5965 | 0.5064 | 0.9748 | 0.3767 | 0.0 | 0.5376 | 0.9595 | nan |
0.0058 | 5411.11 | 48700 | 0.1896 | 0.7061 | 0.7567 | 0.9807 | nan | 0.9942 | 0.9617 | 0.9198 | 0.9887 | 0.8609 | 0.5990 | 0.5524 | 0.9876 | 0.6853 | 0.0 | 0.5468 | 0.9841 | nan | nan | 0.9855 | 0.9046 | 0.8618 | 0.9746 | 0.8120 | 0.5969 | 0.4867 | 0.9751 | 0.3794 | 0.0 | 0.5373 | 0.9595 | nan |
0.0066 | 5422.22 | 48800 | 0.1932 | 0.7061 | 0.7563 | 0.9807 | nan | 0.9943 | 0.9610 | 0.9161 | 0.9883 | 0.8661 | 0.5987 | 0.5498 | 0.9879 | 0.6811 | 0.0 | 0.5479 | 0.9838 | nan | nan | 0.9853 | 0.9040 | 0.8596 | 0.9747 | 0.8159 | 0.5965 | 0.4868 | 0.9749 | 0.3770 | 0.0 | 0.5388 | 0.9593 | nan |
0.006 | 5433.33 | 48900 | 0.1949 | 0.7063 | 0.7570 | 0.9807 | nan | 0.9942 | 0.9605 | 0.9228 | 0.9883 | 0.8615 | 0.5947 | 0.5548 | 0.9881 | 0.6846 | 0.0 | 0.5495 | 0.9845 | nan | nan | 0.9855 | 0.9033 | 0.8627 | 0.9747 | 0.8133 | 0.5925 | 0.4916 | 0.9752 | 0.3780 | 0.0 | 0.5397 | 0.9585 | nan |
0.0055 | 5444.44 | 49000 | 0.1917 | 0.7057 | 0.7551 | 0.9808 | nan | 0.9942 | 0.9614 | 0.9219 | 0.9886 | 0.8634 | 0.5905 | 0.5491 | 0.9875 | 0.6749 | 0.0 | 0.5461 | 0.9840 | nan | nan | 0.9855 | 0.9037 | 0.8635 | 0.9748 | 0.8145 | 0.5886 | 0.4889 | 0.9751 | 0.3755 | 0.0 | 0.5375 | 0.9604 | nan |
0.0054 | 5455.56 | 49100 | 0.1937 | 0.7055 | 0.7555 | 0.9807 | nan | 0.9944 | 0.9618 | 0.9173 | 0.9886 | 0.8600 | 0.5889 | 0.5545 | 0.9876 | 0.6820 | 0.0 | 0.5470 | 0.9839 | nan | nan | 0.9855 | 0.9038 | 0.8621 | 0.9748 | 0.8131 | 0.5869 | 0.4926 | 0.9754 | 0.3756 | 0.0 | 0.5375 | 0.9588 | nan |
0.0056 | 5466.67 | 49200 | 0.1930 | 0.7060 | 0.7553 | 0.9806 | nan | 0.9943 | 0.9608 | 0.9180 | 0.9884 | 0.8624 | 0.5975 | 0.5452 | 0.9877 | 0.6783 | 0.0 | 0.5475 | 0.9833 | nan | nan | 0.9853 | 0.9035 | 0.8603 | 0.9746 | 0.8139 | 0.5954 | 0.4898 | 0.9750 | 0.3756 | 0.0 | 0.5383 | 0.9597 | nan |
0.006 | 5477.78 | 49300 | 0.1941 | 0.7064 | 0.7568 | 0.9808 | nan | 0.9941 | 0.9623 | 0.9210 | 0.9882 | 0.8679 | 0.5924 | 0.5477 | 0.9874 | 0.6917 | 0.0 | 0.5456 | 0.9837 | nan | nan | 0.9854 | 0.9040 | 0.8611 | 0.9750 | 0.8182 | 0.5904 | 0.4885 | 0.9750 | 0.3836 | 0.0 | 0.5368 | 0.9589 | nan |
0.0047 | 5488.89 | 49400 | 0.1972 | 0.7059 | 0.7563 | 0.9808 | nan | 0.9942 | 0.9621 | 0.9212 | 0.9885 | 0.8637 | 0.5869 | 0.5518 | 0.9874 | 0.6894 | 0.0 | 0.5467 | 0.9842 | nan | nan | 0.9855 | 0.9037 | 0.8629 | 0.9750 | 0.8153 | 0.5849 | 0.4915 | 0.9753 | 0.3805 | 0.0 | 0.5375 | 0.9592 | nan |
0.0052 | 5500.0 | 49500 | 0.1928 | 0.7056 | 0.7564 | 0.9807 | nan | 0.9944 | 0.9609 | 0.9199 | 0.9883 | 0.8642 | 0.5875 | 0.5544 | 0.9877 | 0.6887 | 0.0 | 0.5471 | 0.9844 | nan | nan | 0.9855 | 0.9037 | 0.8615 | 0.9750 | 0.8163 | 0.5856 | 0.4891 | 0.9750 | 0.3805 | 0.0 | 0.5377 | 0.9578 | nan |
0.0056 | 5511.11 | 49600 | 0.1992 | 0.7056 | 0.7548 | 0.9807 | nan | 0.9945 | 0.9612 | 0.9160 | 0.9884 | 0.8662 | 0.5868 | 0.5425 | 0.9873 | 0.6845 | 0.0 | 0.5466 | 0.9838 | nan | nan | 0.9854 | 0.9028 | 0.8610 | 0.9751 | 0.8185 | 0.5849 | 0.4880 | 0.9749 | 0.3798 | 0.0 | 0.5376 | 0.9595 | nan |
0.0055 | 5522.22 | 49700 | 0.1929 | 0.7058 | 0.7558 | 0.9807 | nan | 0.9942 | 0.9607 | 0.9220 | 0.9888 | 0.8606 | 0.5928 | 0.5451 | 0.9875 | 0.6839 | 0.0 | 0.5498 | 0.9841 | nan | nan | 0.9855 | 0.9032 | 0.8628 | 0.9749 | 0.8139 | 0.5908 | 0.4852 | 0.9751 | 0.3779 | 0.0 | 0.5404 | 0.9595 | nan |
0.0064 | 5533.33 | 49800 | 0.1736 | 0.7085 | 0.7591 | 0.9810 | nan | 0.9944 | 0.9608 | 0.9180 | 0.9883 | 0.8812 | 0.6140 | 0.5474 | 0.9875 | 0.6876 | 0.0 | 0.5466 | 0.9840 | nan | nan | 0.9853 | 0.9063 | 0.8585 | 0.9757 | 0.8281 | 0.6114 | 0.4848 | 0.9749 | 0.3802 | 0.0 | 0.5370 | 0.9594 | nan |
0.0062 | 5544.44 | 49900 | 0.1913 | 0.7071 | 0.7581 | 0.9808 | nan | 0.9943 | 0.9614 | 0.9182 | 0.9884 | 0.8740 | 0.5900 | 0.5668 | 0.9875 | 0.6840 | 0.0 | 0.5483 | 0.9842 | nan | nan | 0.9854 | 0.9043 | 0.8596 | 0.9756 | 0.8232 | 0.5881 | 0.4957 | 0.9756 | 0.3787 | 0.0 | 0.5389 | 0.9598 | nan |
0.0057 | 5555.56 | 50000 | 0.1930 | 0.7063 | 0.7571 | 0.9807 | nan | 0.9942 | 0.9612 | 0.9186 | 0.9884 | 0.8695 | 0.5900 | 0.5632 | 0.9879 | 0.6806 | 0.0 | 0.5476 | 0.9838 | nan | nan | 0.9854 | 0.9039 | 0.8599 | 0.9752 | 0.8197 | 0.5879 | 0.4933 | 0.9752 | 0.3767 | 0.0 | 0.5384 | 0.9598 | nan |
0.0056 | 5566.67 | 50100 | 0.1923 | 0.7055 | 0.7561 | 0.9807 | nan | 0.9941 | 0.9618 | 0.9190 | 0.9886 | 0.8662 | 0.5902 | 0.5492 | 0.9878 | 0.6860 | 0.0 | 0.5470 | 0.9830 | nan | nan | 0.9854 | 0.9033 | 0.8608 | 0.9750 | 0.8173 | 0.5882 | 0.4856 | 0.9755 | 0.3781 | 0.0 | 0.5380 | 0.9592 | nan |
0.0053 | 5577.78 | 50200 | 0.1920 | 0.7067 | 0.7582 | 0.9808 | nan | 0.9943 | 0.9611 | 0.9196 | 0.9885 | 0.8706 | 0.5861 | 0.5693 | 0.9879 | 0.6890 | 0.0 | 0.5479 | 0.9843 | nan | nan | 0.9855 | 0.9040 | 0.8620 | 0.9754 | 0.8203 | 0.5842 | 0.4962 | 0.9751 | 0.3799 | 0.0 | 0.5383 | 0.9597 | nan |
0.006 | 5588.89 | 50300 | 0.1950 | 0.7054 | 0.7560 | 0.9807 | nan | 0.9943 | 0.9609 | 0.9181 | 0.9882 | 0.8679 | 0.5942 | 0.5464 | 0.9877 | 0.6833 | 0.0 | 0.5471 | 0.9839 | nan | nan | 0.9854 | 0.9037 | 0.8603 | 0.9751 | 0.8181 | 0.5921 | 0.4811 | 0.9751 | 0.3774 | 0.0 | 0.5379 | 0.9592 | nan |
0.006 | 5600.0 | 50400 | 0.1931 | 0.7060 | 0.7571 | 0.9807 | nan | 0.9941 | 0.9618 | 0.9200 | 0.9883 | 0.8684 | 0.5928 | 0.5614 | 0.9876 | 0.6778 | 0.0 | 0.5489 | 0.9844 | nan | nan | 0.9854 | 0.9038 | 0.8621 | 0.9750 | 0.8167 | 0.5906 | 0.4902 | 0.9753 | 0.3751 | 0.0 | 0.5389 | 0.9594 | nan |
0.0059 | 5611.11 | 50500 | 0.1966 | 0.7053 | 0.7562 | 0.9807 | nan | 0.9943 | 0.9610 | 0.9187 | 0.9885 | 0.8624 | 0.5921 | 0.5592 | 0.9874 | 0.6787 | 0.0 | 0.5478 | 0.9842 | nan | nan | 0.9854 | 0.9037 | 0.8608 | 0.9746 | 0.8125 | 0.5901 | 0.4863 | 0.9753 | 0.3769 | 0.0 | 0.5381 | 0.9595 | nan |
0.0058 | 5622.22 | 50600 | 0.1951 | 0.7050 | 0.7557 | 0.9808 | nan | 0.9943 | 0.9621 | 0.9181 | 0.9883 | 0.8706 | 0.5858 | 0.5491 | 0.9872 | 0.6833 | 0.0 | 0.5464 | 0.9837 | nan | nan | 0.9855 | 0.9038 | 0.8607 | 0.9751 | 0.8190 | 0.5841 | 0.4810 | 0.9755 | 0.3786 | 0.0 | 0.5373 | 0.9590 | nan |
0.0052 | 5633.33 | 50700 | 0.2024 | 0.7056 | 0.7563 | 0.9808 | nan | 0.9943 | 0.9616 | 0.9174 | 0.9886 | 0.8693 | 0.5845 | 0.5562 | 0.9877 | 0.6843 | 0.0 | 0.5481 | 0.9842 | nan | nan | 0.9854 | 0.9038 | 0.8606 | 0.9754 | 0.8186 | 0.5825 | 0.4892 | 0.9754 | 0.3789 | 0.0 | 0.5383 | 0.9595 | nan |
0.0057 | 5644.44 | 50800 | 0.1937 | 0.7070 | 0.7580 | 0.9808 | nan | 0.9942 | 0.9618 | 0.9206 | 0.9882 | 0.8660 | 0.5892 | 0.5674 | 0.9879 | 0.6912 | 0.0 | 0.5462 | 0.9831 | nan | nan | 0.9855 | 0.9035 | 0.8626 | 0.9752 | 0.8168 | 0.5873 | 0.4985 | 0.9753 | 0.3820 | 0.0 | 0.5367 | 0.9603 | nan |
0.0054 | 5655.56 | 50900 | 0.1964 | 0.7058 | 0.7570 | 0.9808 | nan | 0.9943 | 0.9613 | 0.9181 | 0.9885 | 0.8692 | 0.5953 | 0.5508 | 0.9878 | 0.6878 | 0.0 | 0.5469 | 0.9840 | nan | nan | 0.9854 | 0.9043 | 0.8605 | 0.9752 | 0.8194 | 0.5933 | 0.4791 | 0.9754 | 0.3812 | 0.0 | 0.5372 | 0.9592 | nan |
0.0065 | 5666.67 | 51000 | 0.1972 | 0.7050 | 0.7563 | 0.9808 | nan | 0.9942 | 0.9614 | 0.9206 | 0.9885 | 0.8662 | 0.5899 | 0.5480 | 0.9878 | 0.6878 | 0.0 | 0.5476 | 0.9843 | nan | nan | 0.9855 | 0.9043 | 0.8608 | 0.9750 | 0.8164 | 0.5879 | 0.4771 | 0.9754 | 0.3794 | 0.0 | 0.5380 | 0.9602 | nan |
0.0053 | 5677.78 | 51100 | 0.1930 | 0.7045 | 0.7559 | 0.9807 | nan | 0.9942 | 0.9618 | 0.9170 | 0.9886 | 0.8630 | 0.5876 | 0.5473 | 0.9881 | 0.6918 | 0.0 | 0.5469 | 0.9843 | nan | nan | 0.9854 | 0.9039 | 0.8603 | 0.9748 | 0.8142 | 0.5858 | 0.4747 | 0.9754 | 0.3827 | 0.0 | 0.5374 | 0.9595 | nan |
0.0053 | 5688.89 | 51200 | 0.1990 | 0.7053 | 0.7562 | 0.9807 | nan | 0.9943 | 0.9609 | 0.9189 | 0.9882 | 0.8668 | 0.5925 | 0.5490 | 0.9881 | 0.6839 | 0.0 | 0.5475 | 0.9840 | nan | nan | 0.9853 | 0.9039 | 0.8602 | 0.9751 | 0.8180 | 0.5905 | 0.4773 | 0.9752 | 0.3806 | 0.0 | 0.5381 | 0.9593 | nan |
0.005 | 5700.0 | 51300 | 0.1962 | 0.7048 | 0.7563 | 0.9807 | nan | 0.9942 | 0.9620 | 0.9185 | 0.9878 | 0.8680 | 0.5940 | 0.5483 | 0.9881 | 0.6843 | 0.0 | 0.5467 | 0.9838 | nan | nan | 0.9854 | 0.9043 | 0.8599 | 0.9747 | 0.8168 | 0.5920 | 0.4750 | 0.9751 | 0.3785 | 0.0 | 0.5368 | 0.9596 | nan |
0.0052 | 5711.11 | 51400 | 0.1965 | 0.7047 | 0.7564 | 0.9806 | nan | 0.9942 | 0.9610 | 0.9173 | 0.9886 | 0.8621 | 0.5921 | 0.5500 | 0.9880 | 0.6912 | 0.0 | 0.5476 | 0.9845 | nan | nan | 0.9854 | 0.9039 | 0.8597 | 0.9746 | 0.8135 | 0.5903 | 0.4754 | 0.9750 | 0.3810 | 0.0 | 0.5379 | 0.9599 | nan |
0.0056 | 5722.22 | 51500 | 0.1985 | 0.7050 | 0.7562 | 0.9807 | nan | 0.9942 | 0.9613 | 0.9204 | 0.9884 | 0.8651 | 0.5857 | 0.5447 | 0.9872 | 0.6970 | 0.0 | 0.5465 | 0.9836 | nan | nan | 0.9855 | 0.9029 | 0.8619 | 0.9750 | 0.8157 | 0.5838 | 0.4794 | 0.9753 | 0.3837 | 0.0 | 0.5373 | 0.9597 | nan |
0.0057 | 5733.33 | 51600 | 0.1995 | 0.7054 | 0.7563 | 0.9807 | nan | 0.9941 | 0.9612 | 0.9223 | 0.9886 | 0.8656 | 0.5891 | 0.5498 | 0.9876 | 0.6860 | 0.0 | 0.5478 | 0.9839 | nan | nan | 0.9855 | 0.9036 | 0.8622 | 0.9749 | 0.8167 | 0.5873 | 0.4822 | 0.9752 | 0.3796 | 0.0 | 0.5378 | 0.9594 | nan |
0.0053 | 5744.44 | 51700 | 0.1966 | 0.7054 | 0.7571 | 0.9807 | nan | 0.9942 | 0.9615 | 0.9200 | 0.9882 | 0.8681 | 0.5902 | 0.5512 | 0.9880 | 0.6914 | 0.0 | 0.5482 | 0.9844 | nan | nan | 0.9855 | 0.9039 | 0.8610 | 0.9750 | 0.8172 | 0.5883 | 0.4807 | 0.9751 | 0.3805 | 0.0 | 0.5381 | 0.9592 | nan |
0.0053 | 5755.56 | 51800 | 0.2001 | 0.7053 | 0.7568 | 0.9807 | nan | 0.9943 | 0.9606 | 0.9198 | 0.9889 | 0.8627 | 0.5882 | 0.5583 | 0.9872 | 0.6913 | 0.0 | 0.5474 | 0.9835 | nan | nan | 0.9855 | 0.9039 | 0.8612 | 0.9748 | 0.8149 | 0.5862 | 0.4848 | 0.9752 | 0.3793 | 0.0 | 0.5375 | 0.9601 | nan |
0.0052 | 5766.67 | 51900 | 0.1982 | 0.7057 | 0.7559 | 0.9807 | nan | 0.9945 | 0.9616 | 0.9164 | 0.9881 | 0.8682 | 0.5908 | 0.5498 | 0.9877 | 0.6845 | 0.0 | 0.5455 | 0.9832 | nan | nan | 0.9854 | 0.9040 | 0.8599 | 0.9751 | 0.8188 | 0.5890 | 0.4848 | 0.9754 | 0.3796 | 0.0 | 0.5361 | 0.9602 | nan |
0.0056 | 5777.78 | 52000 | 0.1928 | 0.7069 | 0.7579 | 0.9808 | nan | 0.9943 | 0.9612 | 0.9194 | 0.9884 | 0.8658 | 0.5894 | 0.5670 | 0.9877 | 0.6901 | 0.0 | 0.5478 | 0.9833 | nan | nan | 0.9854 | 0.9040 | 0.8606 | 0.9752 | 0.8175 | 0.5875 | 0.4990 | 0.9753 | 0.3814 | 0.0 | 0.5374 | 0.9594 | nan |
0.0056 | 5788.89 | 52100 | 0.1981 | 0.7067 | 0.7583 | 0.9807 | nan | 0.9942 | 0.9607 | 0.9204 | 0.9886 | 0.8636 | 0.5922 | 0.5653 | 0.9877 | 0.6950 | 0.0 | 0.5473 | 0.9846 | nan | nan | 0.9855 | 0.9039 | 0.8614 | 0.9749 | 0.8141 | 0.5902 | 0.4965 | 0.9750 | 0.3821 | 0.0 | 0.5374 | 0.9596 | nan |
0.0058 | 5800.0 | 52200 | 0.2026 | 0.7053 | 0.7557 | 0.9808 | nan | 0.9944 | 0.9619 | 0.9162 | 0.9882 | 0.8698 | 0.5870 | 0.5526 | 0.9877 | 0.6802 | 0.0 | 0.5470 | 0.9837 | nan | nan | 0.9854 | 0.9039 | 0.8611 | 0.9752 | 0.8189 | 0.5852 | 0.4848 | 0.9755 | 0.3776 | 0.0 | 0.5372 | 0.9595 | nan |
0.0064 | 5811.11 | 52300 | 0.2028 | 0.7053 | 0.7565 | 0.9806 | nan | 0.9942 | 0.9618 | 0.9190 | 0.9881 | 0.8605 | 0.5892 | 0.5653 | 0.9875 | 0.6819 | 0.0 | 0.5466 | 0.9843 | nan | nan | 0.9855 | 0.9034 | 0.8606 | 0.9746 | 0.8120 | 0.5872 | 0.4913 | 0.9749 | 0.3776 | 0.0 | 0.5370 | 0.9594 | nan |
0.0051 | 5822.22 | 52400 | 0.2029 | 0.7074 | 0.7589 | 0.9808 | nan | 0.9943 | 0.9612 | 0.9221 | 0.9881 | 0.8637 | 0.5888 | 0.5813 | 0.9878 | 0.6878 | 0.0 | 0.5466 | 0.9845 | nan | nan | 0.9855 | 0.9038 | 0.8622 | 0.9750 | 0.8134 | 0.5870 | 0.5091 | 0.9754 | 0.3803 | 0.0 | 0.5368 | 0.9607 | nan |
0.0061 | 5833.33 | 52500 | 0.2013 | 0.7052 | 0.7560 | 0.9807 | nan | 0.9942 | 0.9618 | 0.9195 | 0.9884 | 0.8635 | 0.5856 | 0.5571 | 0.9880 | 0.6837 | 0.0 | 0.5465 | 0.9837 | nan | nan | 0.9854 | 0.9037 | 0.8615 | 0.9750 | 0.8159 | 0.5838 | 0.4868 | 0.9754 | 0.3782 | 0.0 | 0.5366 | 0.9597 | nan |
0.0058 | 5844.44 | 52600 | 0.1990 | 0.7057 | 0.7569 | 0.9807 | nan | 0.9944 | 0.9606 | 0.9186 | 0.9883 | 0.8637 | 0.5884 | 0.5625 | 0.9883 | 0.6860 | 0.0 | 0.5476 | 0.9838 | nan | nan | 0.9855 | 0.9045 | 0.8611 | 0.9749 | 0.8151 | 0.5865 | 0.4891 | 0.9750 | 0.3793 | 0.0 | 0.5379 | 0.9600 | nan |
0.0058 | 5855.56 | 52700 | 0.1953 | 0.7062 | 0.7575 | 0.9807 | nan | 0.9942 | 0.9607 | 0.9222 | 0.9883 | 0.8651 | 0.5904 | 0.5575 | 0.9876 | 0.6926 | 0.0 | 0.5470 | 0.9842 | nan | nan | 0.9855 | 0.9039 | 0.8621 | 0.9747 | 0.8153 | 0.5884 | 0.4918 | 0.9751 | 0.3804 | 0.0 | 0.5376 | 0.9597 | nan |
0.0052 | 5866.67 | 52800 | 0.1968 | 0.7070 | 0.7583 | 0.9808 | nan | 0.9944 | 0.9608 | 0.9172 | 0.9883 | 0.8668 | 0.5946 | 0.5695 | 0.9881 | 0.6874 | 0.0 | 0.5479 | 0.9846 | nan | nan | 0.9855 | 0.9046 | 0.8600 | 0.9750 | 0.8154 | 0.5925 | 0.4980 | 0.9752 | 0.3800 | 0.0 | 0.5382 | 0.9600 | nan |
0.0052 | 5877.78 | 52900 | 0.1990 | 0.7059 | 0.7566 | 0.9807 | nan | 0.9942 | 0.9609 | 0.9205 | 0.9888 | 0.8586 | 0.5874 | 0.5612 | 0.9882 | 0.6892 | 0.0 | 0.5464 | 0.9844 | nan | nan | 0.9855 | 0.9039 | 0.8614 | 0.9747 | 0.8122 | 0.5855 | 0.4946 | 0.9751 | 0.3811 | 0.0 | 0.5367 | 0.9598 | nan |
0.0054 | 5888.89 | 53000 | 0.1956 | 0.7058 | 0.7576 | 0.9807 | nan | 0.9942 | 0.9610 | 0.9209 | 0.9883 | 0.8628 | 0.5935 | 0.5621 | 0.9882 | 0.6895 | 0.0 | 0.5461 | 0.9844 | nan | nan | 0.9855 | 0.9047 | 0.8607 | 0.9748 | 0.8127 | 0.5913 | 0.4907 | 0.9748 | 0.3793 | 0.0 | 0.5362 | 0.9595 | nan |
0.0067 | 5900.0 | 53100 | 0.1988 | 0.7074 | 0.7584 | 0.9808 | nan | 0.9943 | 0.9616 | 0.9214 | 0.9881 | 0.8622 | 0.5945 | 0.5704 | 0.9875 | 0.6900 | 0.0 | 0.5470 | 0.9843 | nan | nan | 0.9855 | 0.9040 | 0.8614 | 0.9750 | 0.8137 | 0.5923 | 0.5036 | 0.9754 | 0.3808 | 0.0 | 0.5377 | 0.9596 | nan |
0.0057 | 5911.11 | 53200 | 0.2021 | 0.7068 | 0.7577 | 0.9808 | nan | 0.9945 | 0.9610 | 0.9187 | 0.9880 | 0.8629 | 0.6007 | 0.5613 | 0.9878 | 0.6849 | 0.0 | 0.5475 | 0.9848 | nan | nan | 0.9855 | 0.9043 | 0.8618 | 0.9749 | 0.8135 | 0.5985 | 0.4925 | 0.9752 | 0.3773 | 0.0 | 0.5380 | 0.9597 | nan |
0.0044 | 5922.22 | 53300 | 0.2007 | 0.7069 | 0.7578 | 0.9808 | nan | 0.9945 | 0.9610 | 0.9171 | 0.9883 | 0.8655 | 0.5971 | 0.5604 | 0.9875 | 0.6905 | 0.0 | 0.5477 | 0.9842 | nan | nan | 0.9855 | 0.9042 | 0.8604 | 0.9752 | 0.8154 | 0.5950 | 0.4945 | 0.9751 | 0.3790 | 0.0 | 0.5384 | 0.9601 | nan |
0.0046 | 5933.33 | 53400 | 0.2017 | 0.7064 | 0.7572 | 0.9808 | nan | 0.9942 | 0.9610 | 0.9219 | 0.9884 | 0.8638 | 0.5946 | 0.5593 | 0.9883 | 0.6839 | 0.0 | 0.5469 | 0.9838 | nan | nan | 0.9855 | 0.9037 | 0.8620 | 0.9750 | 0.8154 | 0.5925 | 0.4935 | 0.9750 | 0.3772 | 0.0 | 0.5375 | 0.9596 | nan |
0.0071 | 5944.44 | 53500 | 0.1995 | 0.7062 | 0.7575 | 0.9808 | nan | 0.9943 | 0.9614 | 0.9207 | 0.9881 | 0.8621 | 0.5940 | 0.5631 | 0.9878 | 0.6876 | 0.0 | 0.5462 | 0.9841 | nan | nan | 0.9855 | 0.9040 | 0.8627 | 0.9749 | 0.8135 | 0.5918 | 0.4937 | 0.9754 | 0.3778 | 0.0 | 0.5366 | 0.9590 | nan |
0.005 | 5955.56 | 53600 | 0.2006 | 0.7061 | 0.7566 | 0.9808 | nan | 0.9943 | 0.9614 | 0.9205 | 0.9886 | 0.8598 | 0.5960 | 0.5508 | 0.9879 | 0.6856 | 0.0 | 0.5492 | 0.9844 | nan | nan | 0.9856 | 0.9048 | 0.8625 | 0.9748 | 0.8131 | 0.5939 | 0.4842 | 0.9754 | 0.3792 | 0.0 | 0.5395 | 0.9599 | nan |
0.0054 | 5966.67 | 53700 | 0.2066 | 0.7046 | 0.7541 | 0.9807 | nan | 0.9943 | 0.9616 | 0.9182 | 0.9883 | 0.8632 | 0.5921 | 0.5424 | 0.9877 | 0.6705 | 0.0 | 0.5473 | 0.9839 | nan | nan | 0.9855 | 0.9037 | 0.8616 | 0.9746 | 0.8135 | 0.5901 | 0.4822 | 0.9752 | 0.3717 | 0.0 | 0.5380 | 0.9596 | nan |
0.0053 | 5977.78 | 53800 | 0.2011 | 0.7053 | 0.7559 | 0.9807 | nan | 0.9941 | 0.9608 | 0.9206 | 0.9887 | 0.8596 | 0.5913 | 0.5511 | 0.9882 | 0.6853 | 0.0 | 0.5472 | 0.9842 | nan | nan | 0.9855 | 0.9037 | 0.8622 | 0.9743 | 0.8114 | 0.5893 | 0.4883 | 0.9749 | 0.3768 | 0.0 | 0.5378 | 0.9599 | nan |
0.0053 | 5988.89 | 53900 | 0.1990 | 0.7055 | 0.7558 | 0.9808 | nan | 0.9943 | 0.9613 | 0.9204 | 0.9885 | 0.8615 | 0.5945 | 0.5474 | 0.9876 | 0.6814 | 0.0 | 0.5481 | 0.9843 | nan | nan | 0.9855 | 0.9043 | 0.8624 | 0.9748 | 0.8130 | 0.5925 | 0.4850 | 0.9751 | 0.3757 | 0.0 | 0.5385 | 0.9594 | nan |
0.0053 | 6000.0 | 54000 | 0.1973 | 0.7060 | 0.7563 | 0.9808 | nan | 0.9943 | 0.9617 | 0.9199 | 0.9884 | 0.8666 | 0.5887 | 0.5509 | 0.9874 | 0.6863 | 0.0 | 0.5480 | 0.9837 | nan | nan | 0.9855 | 0.9038 | 0.8620 | 0.9748 | 0.8160 | 0.5866 | 0.4902 | 0.9751 | 0.3801 | 0.0 | 0.5384 | 0.9593 | nan |
0.0061 | 6011.11 | 54100 | 0.2004 | 0.7054 | 0.7557 | 0.9807 | nan | 0.9942 | 0.9612 | 0.9201 | 0.9884 | 0.8628 | 0.5924 | 0.5523 | 0.9880 | 0.6775 | 0.0 | 0.5474 | 0.9839 | nan | nan | 0.9855 | 0.9037 | 0.8601 | 0.9747 | 0.8145 | 0.5902 | 0.4897 | 0.9749 | 0.3744 | 0.0 | 0.5377 | 0.9599 | nan |
0.0047 | 6022.22 | 54200 | 0.2023 | 0.7053 | 0.7550 | 0.9807 | nan | 0.9942 | 0.9615 | 0.9181 | 0.9886 | 0.8624 | 0.5905 | 0.5501 | 0.9879 | 0.6745 | 0.0 | 0.5481 | 0.9843 | nan | nan | 0.9854 | 0.9039 | 0.8609 | 0.9749 | 0.8138 | 0.5885 | 0.4906 | 0.9748 | 0.3735 | 0.0 | 0.5388 | 0.9590 | nan |
0.0054 | 6033.33 | 54300 | 0.2056 | 0.7058 | 0.7560 | 0.9807 | nan | 0.9943 | 0.9613 | 0.9199 | 0.9885 | 0.8592 | 0.5954 | 0.5475 | 0.9878 | 0.6870 | 0.0 | 0.5477 | 0.9834 | nan | nan | 0.9855 | 0.9044 | 0.8624 | 0.9746 | 0.8104 | 0.5931 | 0.4868 | 0.9754 | 0.3780 | 0.0 | 0.5384 | 0.9599 | nan |
0.0047 | 6044.44 | 54400 | 0.2025 | 0.7063 | 0.7568 | 0.9807 | nan | 0.9942 | 0.9609 | 0.9199 | 0.9886 | 0.8619 | 0.6006 | 0.5559 | 0.9879 | 0.6802 | 0.0 | 0.5474 | 0.9841 | nan | nan | 0.9855 | 0.9045 | 0.8606 | 0.9747 | 0.8130 | 0.5984 | 0.4899 | 0.9751 | 0.3756 | 0.0 | 0.5380 | 0.9599 | nan |
0.0057 | 6055.56 | 54500 | 0.1982 | 0.7060 | 0.7564 | 0.9807 | nan | 0.9941 | 0.9611 | 0.9166 | 0.9886 | 0.8670 | 0.5993 | 0.5484 | 0.9879 | 0.6819 | 0.0 | 0.5482 | 0.9835 | nan | nan | 0.9852 | 0.9044 | 0.8577 | 0.9749 | 0.8182 | 0.5971 | 0.4848 | 0.9753 | 0.3759 | 0.0 | 0.5392 | 0.9594 | nan |
0.0053 | 6066.67 | 54600 | 0.2030 | 0.7058 | 0.7557 | 0.9807 | nan | 0.9942 | 0.9615 | 0.9172 | 0.9885 | 0.8645 | 0.6000 | 0.5484 | 0.9883 | 0.6752 | 0.0 | 0.5467 | 0.9839 | nan | nan | 0.9853 | 0.9043 | 0.8590 | 0.9748 | 0.8157 | 0.5978 | 0.4872 | 0.9756 | 0.3730 | 0.0 | 0.5377 | 0.9593 | nan |
0.0057 | 6077.78 | 54700 | 0.2036 | 0.7063 | 0.7562 | 0.9806 | nan | 0.9943 | 0.9609 | 0.9158 | 0.9883 | 0.8635 | 0.5969 | 0.5517 | 0.9881 | 0.6827 | 0.0 | 0.5483 | 0.9843 | nan | nan | 0.9852 | 0.9039 | 0.8577 | 0.9749 | 0.8155 | 0.5950 | 0.4924 | 0.9753 | 0.3767 | 0.0 | 0.5393 | 0.9594 | nan |
0.0053 | 6088.89 | 54800 | 0.2022 | 0.7075 | 0.7576 | 0.9808 | nan | 0.9942 | 0.9618 | 0.9197 | 0.9882 | 0.8685 | 0.6004 | 0.5579 | 0.9877 | 0.6826 | 0.0 | 0.5466 | 0.9835 | nan | nan | 0.9854 | 0.9042 | 0.8613 | 0.9751 | 0.8176 | 0.5983 | 0.4975 | 0.9753 | 0.3777 | 0.0 | 0.5378 | 0.9593 | nan |
0.0052 | 6100.0 | 54900 | 0.2022 | 0.7060 | 0.7559 | 0.9807 | nan | 0.9943 | 0.9618 | 0.9175 | 0.9884 | 0.8630 | 0.5981 | 0.5510 | 0.9880 | 0.6787 | 0.0 | 0.5465 | 0.9841 | nan | nan | 0.9854 | 0.9042 | 0.8611 | 0.9749 | 0.8150 | 0.5961 | 0.4863 | 0.9752 | 0.3756 | 0.0 | 0.5376 | 0.9601 | nan |
0.0054 | 6111.11 | 55000 | 0.2053 | 0.7064 | 0.7568 | 0.9807 | nan | 0.9943 | 0.9607 | 0.9179 | 0.9884 | 0.8645 | 0.5988 | 0.5539 | 0.9880 | 0.6834 | 0.0 | 0.5482 | 0.9837 | nan | nan | 0.9854 | 0.9043 | 0.8601 | 0.9748 | 0.8152 | 0.5970 | 0.4892 | 0.9751 | 0.3769 | 0.0 | 0.5391 | 0.9599 | nan |
0.0053 | 6122.22 | 55100 | 0.2020 | 0.7068 | 0.7575 | 0.9808 | nan | 0.9943 | 0.9618 | 0.9190 | 0.9882 | 0.8641 | 0.6003 | 0.5559 | 0.9879 | 0.6872 | 0.0 | 0.5467 | 0.9846 | nan | nan | 0.9855 | 0.9045 | 0.8615 | 0.9748 | 0.8147 | 0.5980 | 0.4913 | 0.9754 | 0.3789 | 0.0 | 0.5375 | 0.9595 | nan |
0.005 | 6133.33 | 55200 | 0.2015 | 0.7059 | 0.7559 | 0.9807 | nan | 0.9942 | 0.9618 | 0.9187 | 0.9885 | 0.8651 | 0.5933 | 0.5501 | 0.9876 | 0.6819 | 0.0 | 0.5460 | 0.9833 | nan | nan | 0.9853 | 0.9037 | 0.8602 | 0.9749 | 0.8170 | 0.5912 | 0.4895 | 0.9753 | 0.3774 | 0.0 | 0.5370 | 0.9589 | nan |
0.0049 | 6144.44 | 55300 | 0.2046 | 0.7063 | 0.7570 | 0.9808 | nan | 0.9942 | 0.9613 | 0.9203 | 0.9884 | 0.8665 | 0.5968 | 0.5551 | 0.9882 | 0.6809 | 0.0 | 0.5474 | 0.9846 | nan | nan | 0.9855 | 0.9043 | 0.8623 | 0.9749 | 0.8169 | 0.5949 | 0.4875 | 0.9752 | 0.3764 | 0.0 | 0.5380 | 0.9600 | nan |
0.006 | 6155.56 | 55400 | 0.2046 | 0.7059 | 0.7569 | 0.9807 | nan | 0.9942 | 0.9611 | 0.9161 | 0.9885 | 0.8632 | 0.5962 | 0.5547 | 0.9881 | 0.6881 | 0.0 | 0.5490 | 0.9831 | nan | nan | 0.9853 | 0.9043 | 0.8585 | 0.9748 | 0.8145 | 0.5941 | 0.4868 | 0.9754 | 0.3789 | 0.0 | 0.5392 | 0.9589 | nan |
0.0067 | 6166.67 | 55500 | 0.2042 | 0.7062 | 0.7564 | 0.9807 | nan | 0.9944 | 0.9606 | 0.9161 | 0.9885 | 0.8647 | 0.5962 | 0.5549 | 0.9881 | 0.6824 | 0.0 | 0.5475 | 0.9835 | nan | nan | 0.9854 | 0.9044 | 0.8591 | 0.9749 | 0.8147 | 0.5940 | 0.4908 | 0.9752 | 0.3772 | 0.0 | 0.5383 | 0.9603 | nan |
0.005 | 6177.78 | 55600 | 0.2065 | 0.7071 | 0.7571 | 0.9807 | nan | 0.9942 | 0.9614 | 0.9186 | 0.9886 | 0.8635 | 0.5960 | 0.5648 | 0.9881 | 0.6818 | 0.0 | 0.5453 | 0.9830 | nan | nan | 0.9854 | 0.9038 | 0.8613 | 0.9750 | 0.8156 | 0.5939 | 0.5029 | 0.9752 | 0.3768 | 0.0 | 0.5366 | 0.9589 | nan |
0.005 | 6188.89 | 55700 | 0.1999 | 0.7069 | 0.7579 | 0.9808 | nan | 0.9943 | 0.9616 | 0.9201 | 0.9883 | 0.8604 | 0.5994 | 0.5654 | 0.9877 | 0.6857 | 0.0 | 0.5480 | 0.9842 | nan | nan | 0.9855 | 0.9047 | 0.8617 | 0.9747 | 0.8118 | 0.5974 | 0.4962 | 0.9752 | 0.3780 | 0.0 | 0.5384 | 0.9594 | nan |
0.005 | 6200.0 | 55800 | 0.2053 | 0.7068 | 0.7578 | 0.9808 | nan | 0.9943 | 0.9615 | 0.9170 | 0.9883 | 0.8645 | 0.5997 | 0.5613 | 0.9876 | 0.6882 | 0.0 | 0.5469 | 0.9844 | nan | nan | 0.9854 | 0.9047 | 0.8601 | 0.9749 | 0.8152 | 0.5979 | 0.4928 | 0.9752 | 0.3783 | 0.0 | 0.5377 | 0.9592 | nan |
0.0046 | 6211.11 | 55900 | 0.2012 | 0.7073 | 0.7578 | 0.9807 | nan | 0.9943 | 0.9612 | 0.9166 | 0.9886 | 0.8578 | 0.6042 | 0.5695 | 0.9879 | 0.6830 | 0.0 | 0.5469 | 0.9842 | nan | nan | 0.9854 | 0.9050 | 0.8592 | 0.9747 | 0.8113 | 0.6021 | 0.4998 | 0.9752 | 0.3772 | 0.0 | 0.5379 | 0.9596 | nan |
0.0055 | 6222.22 | 56000 | 0.2079 | 0.7065 | 0.7573 | 0.9807 | nan | 0.9942 | 0.9612 | 0.9185 | 0.9883 | 0.8659 | 0.5977 | 0.5656 | 0.9878 | 0.6777 | 0.0 | 0.5459 | 0.9841 | nan | nan | 0.9853 | 0.9041 | 0.8602 | 0.9749 | 0.8156 | 0.5957 | 0.4954 | 0.9752 | 0.3747 | 0.0 | 0.5371 | 0.9604 | nan |
0.0056 | 6233.33 | 56100 | 0.2034 | 0.7066 | 0.7574 | 0.9808 | nan | 0.9943 | 0.9608 | 0.9208 | 0.9885 | 0.8663 | 0.5963 | 0.5610 | 0.9877 | 0.6828 | 0.0 | 0.5483 | 0.9824 | nan | nan | 0.9855 | 0.9038 | 0.8626 | 0.9749 | 0.8161 | 0.5941 | 0.4932 | 0.9755 | 0.3760 | 0.0 | 0.5389 | 0.9589 | nan |
0.0053 | 6244.44 | 56200 | 0.2087 | 0.7065 | 0.7576 | 0.9807 | nan | 0.9941 | 0.9616 | 0.9209 | 0.9882 | 0.8624 | 0.5958 | 0.5607 | 0.9878 | 0.6885 | 0.0 | 0.5469 | 0.9838 | nan | nan | 0.9854 | 0.9042 | 0.8614 | 0.9747 | 0.8125 | 0.5938 | 0.4950 | 0.9753 | 0.3782 | 0.0 | 0.5374 | 0.9607 | nan |
0.0049 | 6255.56 | 56300 | 0.2056 | 0.7055 | 0.7556 | 0.9806 | nan | 0.9943 | 0.9612 | 0.9176 | 0.9885 | 0.8636 | 0.5918 | 0.5548 | 0.9880 | 0.6784 | 0.0 | 0.5462 | 0.9828 | nan | nan | 0.9854 | 0.9035 | 0.8603 | 0.9748 | 0.8145 | 0.5900 | 0.4919 | 0.9752 | 0.3741 | 0.0 | 0.5369 | 0.9595 | nan |
0.0055 | 6266.67 | 56400 | 0.2020 | 0.7061 | 0.7563 | 0.9806 | nan | 0.9943 | 0.9612 | 0.9171 | 0.9883 | 0.8631 | 0.5958 | 0.5556 | 0.9880 | 0.6799 | 0.0 | 0.5480 | 0.9841 | nan | nan | 0.9854 | 0.9039 | 0.8592 | 0.9746 | 0.8130 | 0.5935 | 0.4949 | 0.9753 | 0.3749 | 0.0 | 0.5386 | 0.9593 | nan |
0.0054 | 6277.78 | 56500 | 0.2080 | 0.7069 | 0.7578 | 0.9808 | nan | 0.9943 | 0.9613 | 0.9198 | 0.9883 | 0.8662 | 0.5951 | 0.5677 | 0.9879 | 0.6823 | 0.0 | 0.5472 | 0.9836 | nan | nan | 0.9855 | 0.9038 | 0.8621 | 0.9751 | 0.8160 | 0.5930 | 0.4990 | 0.9752 | 0.3753 | 0.0 | 0.5382 | 0.9595 | nan |
0.0051 | 6288.89 | 56600 | 0.2077 | 0.7065 | 0.7568 | 0.9808 | nan | 0.9944 | 0.9612 | 0.9204 | 0.9882 | 0.8635 | 0.5943 | 0.5628 | 0.9875 | 0.6783 | 0.0 | 0.5478 | 0.9834 | nan | nan | 0.9855 | 0.9039 | 0.8626 | 0.9748 | 0.8141 | 0.5924 | 0.4964 | 0.9752 | 0.3747 | 0.0 | 0.5384 | 0.9597 | nan |
0.0043 | 6300.0 | 56700 | 0.2078 | 0.7061 | 0.7570 | 0.9807 | nan | 0.9943 | 0.9610 | 0.9173 | 0.9884 | 0.8654 | 0.5936 | 0.5665 | 0.9877 | 0.6799 | 0.0 | 0.5464 | 0.9836 | nan | nan | 0.9853 | 0.9038 | 0.8597 | 0.9750 | 0.8159 | 0.5916 | 0.4944 | 0.9751 | 0.3755 | 0.0 | 0.5374 | 0.9598 | nan |
0.006 | 6311.11 | 56800 | 0.2082 | 0.7066 | 0.7573 | 0.9806 | nan | 0.9942 | 0.9611 | 0.9167 | 0.9884 | 0.8629 | 0.5934 | 0.5670 | 0.9879 | 0.6851 | 0.0 | 0.5477 | 0.9834 | nan | nan | 0.9853 | 0.9032 | 0.8590 | 0.9750 | 0.8135 | 0.5915 | 0.5012 | 0.9749 | 0.3774 | 0.0 | 0.5386 | 0.9598 | nan |
0.0052 | 6322.22 | 56900 | 0.2082 | 0.7069 | 0.7578 | 0.9807 | nan | 0.9943 | 0.9607 | 0.9174 | 0.9885 | 0.8626 | 0.6002 | 0.5661 | 0.9880 | 0.6835 | 0.0 | 0.5478 | 0.9838 | nan | nan | 0.9854 | 0.9042 | 0.8609 | 0.9749 | 0.8137 | 0.5983 | 0.4961 | 0.9749 | 0.3759 | 0.0 | 0.5385 | 0.9598 | nan |
0.0058 | 6333.33 | 57000 | 0.2050 | 0.7061 | 0.7564 | 0.9807 | nan | 0.9944 | 0.9603 | 0.9170 | 0.9884 | 0.8625 | 0.5949 | 0.5585 | 0.9882 | 0.6806 | 0.0 | 0.5480 | 0.9842 | nan | nan | 0.9854 | 0.9041 | 0.8608 | 0.9747 | 0.8127 | 0.5927 | 0.4957 | 0.9750 | 0.3741 | 0.0 | 0.5385 | 0.9597 | nan |
0.0055 | 6344.44 | 57100 | 0.2050 | 0.7061 | 0.7566 | 0.9806 | nan | 0.9942 | 0.9610 | 0.9161 | 0.9886 | 0.8580 | 0.5962 | 0.5688 | 0.9880 | 0.6774 | 0.0 | 0.5468 | 0.9843 | nan | nan | 0.9852 | 0.9035 | 0.8578 | 0.9746 | 0.8110 | 0.5941 | 0.4999 | 0.9751 | 0.3746 | 0.0 | 0.5376 | 0.9600 | nan |
0.0053 | 6355.56 | 57200 | 0.2044 | 0.7064 | 0.7572 | 0.9806 | nan | 0.9940 | 0.9609 | 0.9191 | 0.9887 | 0.8630 | 0.6006 | 0.5612 | 0.9880 | 0.6790 | 0.0 | 0.5478 | 0.9846 | nan | nan | 0.9853 | 0.9037 | 0.8598 | 0.9748 | 0.8141 | 0.5985 | 0.4939 | 0.9749 | 0.3746 | 0.0 | 0.5380 | 0.9591 | nan |
0.0051 | 6366.67 | 57300 | 0.2102 | 0.7061 | 0.7563 | 0.9806 | nan | 0.9943 | 0.9604 | 0.9135 | 0.9885 | 0.8647 | 0.5951 | 0.5608 | 0.9880 | 0.6790 | 0.0 | 0.5465 | 0.9844 | nan | nan | 0.9852 | 0.9034 | 0.8577 | 0.9748 | 0.8157 | 0.5931 | 0.4982 | 0.9750 | 0.3727 | 0.0 | 0.5372 | 0.9596 | nan |
0.0046 | 6377.78 | 57400 | 0.2091 | 0.7063 | 0.7567 | 0.9807 | nan | 0.9943 | 0.9608 | 0.9195 | 0.9883 | 0.8653 | 0.5942 | 0.5587 | 0.9880 | 0.6807 | 0.0 | 0.5464 | 0.9839 | nan | nan | 0.9854 | 0.9035 | 0.8611 | 0.9749 | 0.8162 | 0.5923 | 0.4957 | 0.9753 | 0.3740 | 0.0 | 0.5375 | 0.9602 | nan |
0.0051 | 6388.89 | 57500 | 0.2102 | 0.7068 | 0.7577 | 0.9807 | nan | 0.9942 | 0.9605 | 0.9192 | 0.9883 | 0.8690 | 0.5906 | 0.5721 | 0.9882 | 0.6800 | 0.0 | 0.5476 | 0.9831 | nan | nan | 0.9854 | 0.9034 | 0.8610 | 0.9749 | 0.8181 | 0.5887 | 0.5038 | 0.9752 | 0.3739 | 0.0 | 0.5378 | 0.9591 | nan |
0.0058 | 6400.0 | 57600 | 0.2129 | 0.7064 | 0.7575 | 0.9806 | nan | 0.9945 | 0.9609 | 0.9105 | 0.9882 | 0.8635 | 0.5969 | 0.5706 | 0.9877 | 0.6844 | 0.0 | 0.5480 | 0.9845 | nan | nan | 0.9852 | 0.9042 | 0.8556 | 0.9749 | 0.8136 | 0.5947 | 0.4997 | 0.9753 | 0.3763 | 0.0 | 0.5387 | 0.9589 | nan |
0.0051 | 6411.11 | 57700 | 0.2064 | 0.7066 | 0.7576 | 0.9807 | nan | 0.9943 | 0.9602 | 0.9205 | 0.9884 | 0.8628 | 0.5986 | 0.5593 | 0.9878 | 0.6887 | 0.0 | 0.5467 | 0.9838 | nan | nan | 0.9855 | 0.9039 | 0.8613 | 0.9747 | 0.8141 | 0.5968 | 0.4936 | 0.9750 | 0.3772 | 0.0 | 0.5374 | 0.9601 | nan |
0.0054 | 6422.22 | 57800 | 0.2076 | 0.7062 | 0.7564 | 0.9807 | nan | 0.9943 | 0.9609 | 0.9166 | 0.9885 | 0.8624 | 0.6007 | 0.5542 | 0.9877 | 0.6786 | 0.0 | 0.5489 | 0.9840 | nan | nan | 0.9854 | 0.9041 | 0.8600 | 0.9746 | 0.8141 | 0.5986 | 0.4884 | 0.9747 | 0.3742 | 0.0 | 0.5392 | 0.9604 | nan |
0.0052 | 6433.33 | 57900 | 0.2122 | 0.7061 | 0.7566 | 0.9807 | nan | 0.9942 | 0.9611 | 0.9212 | 0.9884 | 0.8645 | 0.5950 | 0.5558 | 0.9878 | 0.6802 | 0.0 | 0.5469 | 0.9841 | nan | nan | 0.9854 | 0.9037 | 0.8614 | 0.9749 | 0.8155 | 0.5929 | 0.4926 | 0.9751 | 0.3745 | 0.0 | 0.5377 | 0.9601 | nan |
0.0049 | 6444.44 | 58000 | 0.2078 | 0.7069 | 0.7573 | 0.9807 | nan | 0.9943 | 0.9604 | 0.9184 | 0.9884 | 0.8608 | 0.5975 | 0.5630 | 0.9881 | 0.6856 | 0.0 | 0.5468 | 0.9842 | nan | nan | 0.9854 | 0.9037 | 0.8609 | 0.9747 | 0.8121 | 0.5953 | 0.5014 | 0.9747 | 0.3768 | 0.0 | 0.5374 | 0.9600 | nan |
0.005 | 6455.56 | 58100 | 0.2067 | 0.7058 | 0.7561 | 0.9806 | nan | 0.9943 | 0.9611 | 0.9140 | 0.9883 | 0.8625 | 0.5952 | 0.5571 | 0.9881 | 0.6813 | 0.0 | 0.5466 | 0.9843 | nan | nan | 0.9852 | 0.9038 | 0.8580 | 0.9748 | 0.8145 | 0.5930 | 0.4938 | 0.9751 | 0.3746 | 0.0 | 0.5369 | 0.9600 | nan |
0.0052 | 6466.67 | 58200 | 0.2087 | 0.7059 | 0.7556 | 0.9806 | nan | 0.9942 | 0.9613 | 0.9159 | 0.9887 | 0.8608 | 0.5920 | 0.5603 | 0.9878 | 0.6772 | 0.0 | 0.5454 | 0.9834 | nan | nan | 0.9853 | 0.9035 | 0.8581 | 0.9748 | 0.8130 | 0.5899 | 0.5006 | 0.9752 | 0.3737 | 0.0 | 0.5365 | 0.9598 | nan |
0.0054 | 6477.78 | 58300 | 0.2092 | 0.7068 | 0.7572 | 0.9806 | nan | 0.9943 | 0.9607 | 0.9182 | 0.9884 | 0.8631 | 0.5922 | 0.5723 | 0.9878 | 0.6791 | 0.0 | 0.5463 | 0.9838 | nan | nan | 0.9853 | 0.9037 | 0.8594 | 0.9749 | 0.8152 | 0.5901 | 0.5062 | 0.9749 | 0.3744 | 0.0 | 0.5369 | 0.9605 | nan |
0.0053 | 6488.89 | 58400 | 0.2068 | 0.7064 | 0.7569 | 0.9806 | nan | 0.9941 | 0.9613 | 0.9179 | 0.9886 | 0.8630 | 0.5916 | 0.5671 | 0.9877 | 0.6816 | 0.0 | 0.5462 | 0.9840 | nan | nan | 0.9854 | 0.9034 | 0.8593 | 0.9748 | 0.8137 | 0.5896 | 0.5029 | 0.9748 | 0.3752 | 0.0 | 0.5370 | 0.9602 | nan |
0.0046 | 6500.0 | 58500 | 0.2068 | 0.7073 | 0.7572 | 0.9807 | nan | 0.9944 | 0.9610 | 0.9165 | 0.9885 | 0.8644 | 0.5959 | 0.5708 | 0.9876 | 0.6770 | 0.0 | 0.5467 | 0.9840 | nan | nan | 0.9854 | 0.9040 | 0.8596 | 0.9749 | 0.8153 | 0.5937 | 0.5085 | 0.9750 | 0.3728 | 0.0 | 0.5375 | 0.9610 | nan |
0.0057 | 6511.11 | 58600 | 0.2103 | 0.7061 | 0.7564 | 0.9806 | nan | 0.9943 | 0.9605 | 0.9169 | 0.9885 | 0.8645 | 0.5930 | 0.5631 | 0.9880 | 0.6789 | 0.0 | 0.5455 | 0.9841 | nan | nan | 0.9853 | 0.9036 | 0.8588 | 0.9749 | 0.8155 | 0.5909 | 0.4989 | 0.9751 | 0.3736 | 0.0 | 0.5362 | 0.9599 | nan |
0.0064 | 6522.22 | 58700 | 0.1957 | 0.7056 | 0.7590 | 0.9810 | nan | 0.9942 | 0.9626 | 0.9239 | 0.9884 | 0.8683 | 0.5846 | 0.5757 | 0.9873 | 0.6889 | 0.0 | 0.5481 | 0.9857 | nan | nan | 0.9858 | 0.9061 | 0.8614 | 0.9756 | 0.8174 | 0.5827 | 0.4876 | 0.9745 | 0.3792 | 0.0 | 0.5378 | 0.9595 | nan |
0.0054 | 6533.33 | 58800 | 0.2046 | 0.7040 | 0.7544 | 0.9807 | nan | 0.9943 | 0.9623 | 0.9177 | 0.9883 | 0.8724 | 0.5642 | 0.5627 | 0.9874 | 0.6764 | 0.0 | 0.5421 | 0.9846 | nan | nan | 0.9855 | 0.9024 | 0.8614 | 0.9757 | 0.8224 | 0.5624 | 0.4954 | 0.9748 | 0.3746 | 0.0 | 0.5329 | 0.9605 | nan |
0.0051 | 6544.44 | 58900 | 0.2046 | 0.7041 | 0.7549 | 0.9807 | nan | 0.9944 | 0.9619 | 0.9179 | 0.9884 | 0.8729 | 0.5631 | 0.5626 | 0.9875 | 0.6821 | 0.0 | 0.5428 | 0.9847 | nan | nan | 0.9856 | 0.9026 | 0.8621 | 0.9757 | 0.8221 | 0.5612 | 0.4953 | 0.9749 | 0.3756 | 0.0 | 0.5335 | 0.9602 | nan |
0.0056 | 6555.56 | 59000 | 0.2088 | 0.7043 | 0.7547 | 0.9807 | nan | 0.9944 | 0.9615 | 0.9183 | 0.9884 | 0.8734 | 0.5644 | 0.5610 | 0.9874 | 0.6798 | 0.0 | 0.5434 | 0.9841 | nan | nan | 0.9855 | 0.9029 | 0.8613 | 0.9756 | 0.8227 | 0.5627 | 0.4967 | 0.9750 | 0.3746 | 0.0 | 0.5341 | 0.9605 | nan |
0.0053 | 6566.67 | 59100 | 0.2096 | 0.7045 | 0.7546 | 0.9807 | nan | 0.9944 | 0.9620 | 0.9177 | 0.9884 | 0.8687 | 0.5715 | 0.5587 | 0.9873 | 0.6765 | 0.0 | 0.5466 | 0.9829 | nan | nan | 0.9855 | 0.9027 | 0.8620 | 0.9754 | 0.8192 | 0.5697 | 0.4946 | 0.9751 | 0.3739 | 0.0 | 0.5369 | 0.9592 | nan |
0.0057 | 6577.78 | 59200 | 0.2079 | 0.7052 | 0.7553 | 0.9807 | nan | 0.9943 | 0.9619 | 0.9195 | 0.9884 | 0.8714 | 0.5747 | 0.5629 | 0.9873 | 0.6750 | 0.0 | 0.5462 | 0.9822 | nan | nan | 0.9855 | 0.9028 | 0.8619 | 0.9756 | 0.8205 | 0.5729 | 0.5007 | 0.9751 | 0.3724 | 0.0 | 0.5365 | 0.9588 | nan |
0.0051 | 6588.89 | 59300 | 0.2060 | 0.7056 | 0.7555 | 0.9807 | nan | 0.9944 | 0.9616 | 0.9181 | 0.9886 | 0.8674 | 0.5760 | 0.5625 | 0.9873 | 0.6790 | 0.0 | 0.5476 | 0.9838 | nan | nan | 0.9855 | 0.9030 | 0.8615 | 0.9754 | 0.8194 | 0.5741 | 0.5006 | 0.9750 | 0.3750 | 0.0 | 0.5374 | 0.9596 | nan |
0.0044 | 6600.0 | 59400 | 0.2070 | 0.7059 | 0.7561 | 0.9808 | nan | 0.9944 | 0.9617 | 0.9190 | 0.9883 | 0.8711 | 0.5796 | 0.5624 | 0.9875 | 0.6798 | 0.0 | 0.5469 | 0.9829 | nan | nan | 0.9856 | 0.9030 | 0.8624 | 0.9755 | 0.8205 | 0.5778 | 0.4988 | 0.9749 | 0.3761 | 0.0 | 0.5373 | 0.9590 | nan |
0.0051 | 6611.11 | 59500 | 0.2127 | 0.7045 | 0.7547 | 0.9807 | nan | 0.9943 | 0.9613 | 0.9187 | 0.9886 | 0.8679 | 0.5656 | 0.5641 | 0.9875 | 0.6786 | 0.0 | 0.5469 | 0.9828 | nan | nan | 0.9855 | 0.9024 | 0.8617 | 0.9754 | 0.8195 | 0.5639 | 0.5004 | 0.9749 | 0.3740 | 0.0 | 0.5371 | 0.9595 | nan |
0.0042 | 6622.22 | 59600 | 0.2095 | 0.7063 | 0.7561 | 0.9807 | nan | 0.9943 | 0.9612 | 0.9185 | 0.9886 | 0.8662 | 0.5869 | 0.5631 | 0.9876 | 0.6769 | 0.0 | 0.5468 | 0.9830 | nan | nan | 0.9854 | 0.9032 | 0.8609 | 0.9753 | 0.8171 | 0.5849 | 0.5032 | 0.9749 | 0.3739 | 0.0 | 0.5373 | 0.9592 | nan |
0.0052 | 6633.33 | 59700 | 0.2094 | 0.7060 | 0.7563 | 0.9807 | nan | 0.9943 | 0.9618 | 0.9187 | 0.9885 | 0.8680 | 0.5805 | 0.5687 | 0.9872 | 0.6776 | 0.0 | 0.5466 | 0.9833 | nan | nan | 0.9855 | 0.9031 | 0.8619 | 0.9754 | 0.8196 | 0.5786 | 0.5021 | 0.9749 | 0.3741 | 0.0 | 0.5372 | 0.9593 | nan |
0.005 | 6644.44 | 59800 | 0.2091 | 0.7057 | 0.7555 | 0.9807 | nan | 0.9943 | 0.9614 | 0.9188 | 0.9884 | 0.8709 | 0.5749 | 0.5618 | 0.9876 | 0.6772 | 0.0 | 0.5481 | 0.9832 | nan | nan | 0.9855 | 0.9029 | 0.8614 | 0.9754 | 0.8201 | 0.5730 | 0.5020 | 0.9748 | 0.3751 | 0.0 | 0.5386 | 0.9591 | nan |
0.0053 | 6655.56 | 59900 | 0.2109 | 0.7055 | 0.7555 | 0.9807 | nan | 0.9944 | 0.9612 | 0.9172 | 0.9887 | 0.8661 | 0.5746 | 0.5655 | 0.9876 | 0.6794 | 0.0 | 0.5482 | 0.9830 | nan | nan | 0.9855 | 0.9030 | 0.8613 | 0.9753 | 0.8185 | 0.5727 | 0.5038 | 0.9747 | 0.3741 | 0.0 | 0.5386 | 0.9588 | nan |
0.005 | 6666.67 | 60000 | 0.2113 | 0.7066 | 0.7566 | 0.9807 | nan | 0.9943 | 0.9621 | 0.9160 | 0.9884 | 0.8702 | 0.5860 | 0.5654 | 0.9874 | 0.6780 | 0.0 | 0.5471 | 0.9846 | nan | nan | 0.9854 | 0.9034 | 0.8600 | 0.9756 | 0.8207 | 0.5841 | 0.5035 | 0.9749 | 0.3739 | 0.0 | 0.5375 | 0.9599 | nan |
0.0061 | 6677.78 | 60100 | 0.2030 | 0.7083 | 0.7586 | 0.9810 | nan | 0.9943 | 0.9615 | 0.9236 | 0.9883 | 0.8711 | 0.6031 | 0.5617 | 0.9879 | 0.6809 | 0.0 | 0.5467 | 0.9839 | nan | nan | 0.9856 | 0.9051 | 0.8632 | 0.9754 | 0.8215 | 0.6012 | 0.5000 | 0.9751 | 0.3753 | 0.0 | 0.5371 | 0.9599 | nan |
0.0063 | 6688.89 | 60200 | 0.2032 | 0.7072 | 0.7573 | 0.9809 | nan | 0.9944 | 0.9616 | 0.9221 | 0.9882 | 0.8706 | 0.5916 | 0.5603 | 0.9875 | 0.6786 | 0.0 | 0.5491 | 0.9840 | nan | nan | 0.9857 | 0.9046 | 0.8641 | 0.9753 | 0.8206 | 0.5897 | 0.4976 | 0.9752 | 0.3739 | 0.0 | 0.5391 | 0.9604 | nan |
0.005 | 6700.0 | 60300 | 0.2089 | 0.7064 | 0.7565 | 0.9808 | nan | 0.9942 | 0.9620 | 0.9213 | 0.9885 | 0.8676 | 0.5913 | 0.5627 | 0.9876 | 0.6760 | 0.0 | 0.5448 | 0.9826 | nan | nan | 0.9856 | 0.9036 | 0.8633 | 0.9752 | 0.8200 | 0.5894 | 0.4983 | 0.9752 | 0.3732 | 0.0 | 0.5352 | 0.9582 | nan |
0.0061 | 6711.11 | 60400 | 0.2058 | 0.7070 | 0.7569 | 0.9809 | nan | 0.9944 | 0.9615 | 0.9203 | 0.9885 | 0.8683 | 0.5921 | 0.5580 | 0.9877 | 0.6799 | 0.0 | 0.5479 | 0.9839 | nan | nan | 0.9856 | 0.9043 | 0.8627 | 0.9752 | 0.8189 | 0.5902 | 0.4993 | 0.9750 | 0.3743 | 0.0 | 0.5382 | 0.9597 | nan |
0.0053 | 6722.22 | 60500 | 0.2061 | 0.7071 | 0.7567 | 0.9809 | nan | 0.9944 | 0.9612 | 0.9210 | 0.9885 | 0.8687 | 0.5919 | 0.5572 | 0.9876 | 0.6786 | 0.0 | 0.5467 | 0.9842 | nan | nan | 0.9855 | 0.9040 | 0.8623 | 0.9753 | 0.8206 | 0.5900 | 0.4999 | 0.9749 | 0.3747 | 0.0 | 0.5372 | 0.9605 | nan |
0.0045 | 6733.33 | 60600 | 0.2069 | 0.7079 | 0.7579 | 0.9809 | nan | 0.9944 | 0.9614 | 0.9208 | 0.9884 | 0.8673 | 0.6082 | 0.5559 | 0.9875 | 0.6799 | 0.0 | 0.5472 | 0.9840 | nan | nan | 0.9856 | 0.9049 | 0.8633 | 0.9751 | 0.8177 | 0.6060 | 0.4953 | 0.9751 | 0.3746 | 0.0 | 0.5375 | 0.9598 | nan |
0.0055 | 6744.44 | 60700 | 0.2067 | 0.7077 | 0.7575 | 0.9809 | nan | 0.9945 | 0.9613 | 0.9162 | 0.9883 | 0.8701 | 0.6032 | 0.5630 | 0.9877 | 0.6729 | 0.0 | 0.5481 | 0.9843 | nan | nan | 0.9855 | 0.9049 | 0.8608 | 0.9753 | 0.8201 | 0.6012 | 0.4991 | 0.9751 | 0.3718 | 0.0 | 0.5384 | 0.9601 | nan |
0.0045 | 6755.56 | 60800 | 0.2062 | 0.7077 | 0.7581 | 0.9809 | nan | 0.9943 | 0.9614 | 0.9195 | 0.9886 | 0.8682 | 0.6040 | 0.5579 | 0.9877 | 0.6822 | 0.0 | 0.5493 | 0.9839 | nan | nan | 0.9856 | 0.9050 | 0.8618 | 0.9753 | 0.8198 | 0.6019 | 0.4936 | 0.9750 | 0.3752 | 0.0 | 0.5394 | 0.9598 | nan |
0.0059 | 6766.67 | 60900 | 0.2095 | 0.7074 | 0.7572 | 0.9809 | nan | 0.9943 | 0.9618 | 0.9194 | 0.9882 | 0.8694 | 0.6029 | 0.5563 | 0.9877 | 0.6741 | 0.0 | 0.5485 | 0.9835 | nan | nan | 0.9855 | 0.9046 | 0.8623 | 0.9752 | 0.8197 | 0.6009 | 0.4940 | 0.9749 | 0.3728 | 0.0 | 0.5388 | 0.9597 | nan |
0.0058 | 6777.78 | 61000 | 0.2093 | 0.7080 | 0.7584 | 0.9809 | nan | 0.9944 | 0.9613 | 0.9179 | 0.9884 | 0.8691 | 0.6069 | 0.5588 | 0.9877 | 0.6836 | 0.0 | 0.5491 | 0.9841 | nan | nan | 0.9854 | 0.9048 | 0.8611 | 0.9754 | 0.8203 | 0.6048 | 0.4942 | 0.9749 | 0.3760 | 0.0 | 0.5392 | 0.9594 | nan |
0.0046 | 6788.89 | 61100 | 0.2071 | 0.7067 | 0.7568 | 0.9808 | nan | 0.9943 | 0.9613 | 0.9188 | 0.9884 | 0.8682 | 0.5974 | 0.5556 | 0.9877 | 0.6788 | 0.0 | 0.5472 | 0.9841 | nan | nan | 0.9855 | 0.9041 | 0.8618 | 0.9752 | 0.8192 | 0.5956 | 0.4933 | 0.9748 | 0.3741 | 0.0 | 0.5375 | 0.9594 | nan |
0.006 | 6800.0 | 61200 | 0.2112 | 0.7068 | 0.7567 | 0.9808 | nan | 0.9943 | 0.9613 | 0.9194 | 0.9885 | 0.8697 | 0.5953 | 0.5568 | 0.9877 | 0.6748 | 0.0 | 0.5486 | 0.9835 | nan | nan | 0.9855 | 0.9042 | 0.8621 | 0.9753 | 0.8197 | 0.5935 | 0.4947 | 0.9750 | 0.3738 | 0.0 | 0.5388 | 0.9593 | nan |
0.0055 | 6811.11 | 61300 | 0.2111 | 0.7071 | 0.7575 | 0.9808 | nan | 0.9942 | 0.9615 | 0.9193 | 0.9886 | 0.8663 | 0.5981 | 0.5658 | 0.9879 | 0.6776 | 0.0 | 0.5482 | 0.9831 | nan | nan | 0.9855 | 0.9039 | 0.8611 | 0.9751 | 0.8179 | 0.5962 | 0.5001 | 0.9749 | 0.3733 | 0.0 | 0.5382 | 0.9584 | nan |
0.0051 | 6822.22 | 61400 | 0.2053 | 0.7072 | 0.7573 | 0.9808 | nan | 0.9944 | 0.9615 | 0.9173 | 0.9882 | 0.8699 | 0.6006 | 0.5588 | 0.9877 | 0.6777 | 0.0 | 0.5477 | 0.9838 | nan | nan | 0.9854 | 0.9044 | 0.8611 | 0.9753 | 0.8198 | 0.5986 | 0.4955 | 0.9751 | 0.3728 | 0.0 | 0.5383 | 0.9599 | nan |
0.0061 | 6833.33 | 61500 | 0.2112 | 0.7067 | 0.7571 | 0.9808 | nan | 0.9944 | 0.9614 | 0.9191 | 0.9883 | 0.8683 | 0.5930 | 0.5628 | 0.9877 | 0.6783 | 0.0 | 0.5485 | 0.9831 | nan | nan | 0.9855 | 0.9038 | 0.8615 | 0.9753 | 0.8187 | 0.5912 | 0.4990 | 0.9751 | 0.3727 | 0.0 | 0.5388 | 0.9583 | nan |
0.0053 | 6844.44 | 61600 | 0.2106 | 0.7063 | 0.7565 | 0.9808 | nan | 0.9943 | 0.9610 | 0.9204 | 0.9885 | 0.8648 | 0.5919 | 0.5607 | 0.9877 | 0.6763 | 0.0 | 0.5482 | 0.9835 | nan | nan | 0.9855 | 0.9038 | 0.8617 | 0.9751 | 0.8166 | 0.5900 | 0.4980 | 0.9749 | 0.3727 | 0.0 | 0.5385 | 0.9594 | nan |
0.0051 | 6855.56 | 61700 | 0.2093 | 0.7065 | 0.7570 | 0.9808 | nan | 0.9943 | 0.9611 | 0.9205 | 0.9883 | 0.8682 | 0.5946 | 0.5556 | 0.9876 | 0.6835 | 0.0 | 0.5486 | 0.9822 | nan | nan | 0.9855 | 0.9037 | 0.8620 | 0.9751 | 0.8182 | 0.5926 | 0.4939 | 0.9748 | 0.3754 | 0.0 | 0.5389 | 0.9582 | nan |
0.005 | 6866.67 | 61800 | 0.2101 | 0.7062 | 0.7565 | 0.9808 | nan | 0.9943 | 0.9606 | 0.9198 | 0.9885 | 0.8683 | 0.5904 | 0.5576 | 0.9875 | 0.6783 | 0.0 | 0.5497 | 0.9836 | nan | nan | 0.9855 | 0.9037 | 0.8611 | 0.9752 | 0.8188 | 0.5886 | 0.4942 | 0.9749 | 0.3731 | 0.0 | 0.5398 | 0.9592 | nan |
0.0043 | 6877.78 | 61900 | 0.2088 | 0.7067 | 0.7566 | 0.9807 | nan | 0.9943 | 0.9613 | 0.9196 | 0.9883 | 0.8651 | 0.5944 | 0.5565 | 0.9876 | 0.6796 | 0.0 | 0.5490 | 0.9840 | nan | nan | 0.9854 | 0.9040 | 0.8607 | 0.9750 | 0.8160 | 0.5924 | 0.4986 | 0.9750 | 0.3742 | 0.0 | 0.5391 | 0.9597 | nan |
0.0049 | 6888.89 | 62000 | 0.2110 | 0.7072 | 0.7574 | 0.9808 | nan | 0.9944 | 0.9611 | 0.9172 | 0.9883 | 0.8686 | 0.5959 | 0.5634 | 0.9878 | 0.6780 | 0.0 | 0.5496 | 0.9842 | nan | nan | 0.9854 | 0.9038 | 0.8605 | 0.9753 | 0.8191 | 0.5940 | 0.5002 | 0.9749 | 0.3741 | 0.0 | 0.5394 | 0.9592 | nan |
0.0047 | 6900.0 | 62100 | 0.2057 | 0.7065 | 0.7566 | 0.9808 | nan | 0.9943 | 0.9616 | 0.9183 | 0.9884 | 0.8672 | 0.5939 | 0.5556 | 0.9877 | 0.6816 | 0.0 | 0.5482 | 0.9822 | nan | nan | 0.9855 | 0.9037 | 0.8608 | 0.9752 | 0.8183 | 0.5921 | 0.4960 | 0.9749 | 0.3752 | 0.0 | 0.5384 | 0.9581 | nan |
0.0053 | 6911.11 | 62200 | 0.2112 | 0.7064 | 0.7564 | 0.9807 | nan | 0.9943 | 0.9611 | 0.9180 | 0.9885 | 0.8657 | 0.5949 | 0.5579 | 0.9875 | 0.6767 | 0.0 | 0.5486 | 0.9837 | nan | nan | 0.9854 | 0.9040 | 0.8603 | 0.9751 | 0.8173 | 0.5931 | 0.4941 | 0.9750 | 0.3735 | 0.0 | 0.5390 | 0.9596 | nan |
0.0047 | 6922.22 | 62300 | 0.2085 | 0.7062 | 0.7562 | 0.9808 | nan | 0.9943 | 0.9613 | 0.9195 | 0.9883 | 0.8677 | 0.5935 | 0.5541 | 0.9878 | 0.6760 | 0.0 | 0.5484 | 0.9833 | nan | nan | 0.9855 | 0.9039 | 0.8614 | 0.9751 | 0.8177 | 0.5916 | 0.4932 | 0.9749 | 0.3729 | 0.0 | 0.5388 | 0.9591 | nan |
0.0051 | 6933.33 | 62400 | 0.2076 | 0.7071 | 0.7568 | 0.9807 | nan | 0.9943 | 0.9611 | 0.9190 | 0.9884 | 0.8652 | 0.5972 | 0.5619 | 0.9878 | 0.6760 | 0.0 | 0.5487 | 0.9825 | nan | nan | 0.9855 | 0.9035 | 0.8618 | 0.9751 | 0.8172 | 0.5952 | 0.5024 | 0.9748 | 0.3723 | 0.0 | 0.5391 | 0.9587 | nan |
0.0048 | 6944.44 | 62500 | 0.2114 | 0.7074 | 0.7571 | 0.9807 | nan | 0.9944 | 0.9610 | 0.9165 | 0.9884 | 0.8660 | 0.5969 | 0.5622 | 0.9879 | 0.6796 | 0.0 | 0.5490 | 0.9836 | nan | nan | 0.9854 | 0.9037 | 0.8595 | 0.9752 | 0.8183 | 0.5950 | 0.5030 | 0.9748 | 0.3741 | 0.0 | 0.5394 | 0.9600 | nan |
0.0044 | 6955.56 | 62600 | 0.2106 | 0.7065 | 0.7569 | 0.9807 | nan | 0.9944 | 0.9607 | 0.9184 | 0.9884 | 0.8645 | 0.5954 | 0.5661 | 0.9877 | 0.6755 | 0.0 | 0.5481 | 0.9834 | nan | nan | 0.9854 | 0.9038 | 0.8605 | 0.9751 | 0.8153 | 0.5935 | 0.4995 | 0.9750 | 0.3723 | 0.0 | 0.5386 | 0.9597 | nan |
0.006 | 6966.67 | 62700 | 0.2095 | 0.7068 | 0.7568 | 0.9808 | nan | 0.9943 | 0.9613 | 0.9201 | 0.9884 | 0.8643 | 0.5953 | 0.5623 | 0.9877 | 0.6752 | 0.0 | 0.5487 | 0.9837 | nan | nan | 0.9855 | 0.9039 | 0.8619 | 0.9751 | 0.8158 | 0.5934 | 0.5003 | 0.9750 | 0.3715 | 0.0 | 0.5390 | 0.9601 | nan |
0.0045 | 6977.78 | 62800 | 0.2076 | 0.7067 | 0.7565 | 0.9808 | nan | 0.9944 | 0.9614 | 0.9173 | 0.9885 | 0.8674 | 0.5935 | 0.5636 | 0.9878 | 0.6729 | 0.0 | 0.5487 | 0.9830 | nan | nan | 0.9855 | 0.9041 | 0.8611 | 0.9753 | 0.8188 | 0.5917 | 0.5012 | 0.9751 | 0.3700 | 0.0 | 0.5391 | 0.9591 | nan |
0.0062 | 6988.89 | 62900 | 0.2090 | 0.7068 | 0.7566 | 0.9808 | nan | 0.9943 | 0.9615 | 0.9187 | 0.9886 | 0.8660 | 0.5959 | 0.5589 | 0.9875 | 0.6758 | 0.0 | 0.5487 | 0.9837 | nan | nan | 0.9855 | 0.9042 | 0.8605 | 0.9751 | 0.8173 | 0.5940 | 0.4992 | 0.9749 | 0.3722 | 0.0 | 0.5389 | 0.9595 | nan |
0.0041 | 7000.0 | 63000 | 0.2161 | 0.7066 | 0.7565 | 0.9808 | nan | 0.9944 | 0.9612 | 0.9170 | 0.9884 | 0.8672 | 0.5958 | 0.5582 | 0.9876 | 0.6752 | 0.0 | 0.5495 | 0.9839 | nan | nan | 0.9854 | 0.9044 | 0.8605 | 0.9752 | 0.8185 | 0.5938 | 0.4958 | 0.9751 | 0.3713 | 0.0 | 0.5393 | 0.9598 | nan |
0.0047 | 7011.11 | 63100 | 0.2106 | 0.7066 | 0.7570 | 0.9808 | nan | 0.9944 | 0.9614 | 0.9177 | 0.9885 | 0.8687 | 0.5951 | 0.5593 | 0.9875 | 0.6798 | 0.0 | 0.5479 | 0.9835 | nan | nan | 0.9855 | 0.9041 | 0.8606 | 0.9753 | 0.8191 | 0.5931 | 0.4959 | 0.9750 | 0.3733 | 0.0 | 0.5382 | 0.9594 | nan |
0.0046 | 7022.22 | 63200 | 0.2117 | 0.7058 | 0.7554 | 0.9807 | nan | 0.9944 | 0.9611 | 0.9170 | 0.9885 | 0.8623 | 0.5930 | 0.5597 | 0.9875 | 0.6708 | 0.0 | 0.5479 | 0.9830 | nan | nan | 0.9854 | 0.9039 | 0.8600 | 0.9749 | 0.8143 | 0.5912 | 0.4983 | 0.9747 | 0.3698 | 0.0 | 0.5383 | 0.9587 | nan |
0.0059 | 7033.33 | 63300 | 0.2123 | 0.7064 | 0.7563 | 0.9808 | nan | 0.9943 | 0.9614 | 0.9188 | 0.9883 | 0.8663 | 0.5930 | 0.5570 | 0.9876 | 0.6766 | 0.0 | 0.5490 | 0.9834 | nan | nan | 0.9854 | 0.9043 | 0.8607 | 0.9752 | 0.8171 | 0.5911 | 0.4975 | 0.9749 | 0.3726 | 0.0 | 0.5392 | 0.9588 | nan |
0.0045 | 7044.44 | 63400 | 0.2156 | 0.7055 | 0.7550 | 0.9807 | nan | 0.9943 | 0.9611 | 0.9193 | 0.9887 | 0.8645 | 0.5895 | 0.5510 | 0.9874 | 0.6734 | 0.0 | 0.5485 | 0.9824 | nan | nan | 0.9855 | 0.9037 | 0.8618 | 0.9750 | 0.8165 | 0.5877 | 0.4935 | 0.9749 | 0.3705 | 0.0 | 0.5388 | 0.9584 | nan |
0.0051 | 7055.56 | 63500 | 0.2113 | 0.7068 | 0.7564 | 0.9808 | nan | 0.9943 | 0.9613 | 0.9190 | 0.9883 | 0.8689 | 0.5947 | 0.5575 | 0.9876 | 0.6737 | 0.0 | 0.5482 | 0.9835 | nan | nan | 0.9855 | 0.9041 | 0.8611 | 0.9752 | 0.8188 | 0.5927 | 0.4998 | 0.9749 | 0.3715 | 0.0 | 0.5384 | 0.9593 | nan |
0.0046 | 7066.67 | 63600 | 0.2155 | 0.7060 | 0.7558 | 0.9807 | nan | 0.9943 | 0.9616 | 0.9190 | 0.9885 | 0.8643 | 0.5914 | 0.5590 | 0.9874 | 0.6735 | 0.0 | 0.5481 | 0.9823 | nan | nan | 0.9855 | 0.9038 | 0.8610 | 0.9750 | 0.8160 | 0.5894 | 0.4978 | 0.9751 | 0.3710 | 0.0 | 0.5387 | 0.9585 | nan |
0.0053 | 7077.78 | 63700 | 0.2155 | 0.7060 | 0.7554 | 0.9807 | nan | 0.9944 | 0.9614 | 0.9176 | 0.9884 | 0.8669 | 0.5897 | 0.5556 | 0.9877 | 0.6737 | 0.0 | 0.5486 | 0.9813 | nan | nan | 0.9855 | 0.9036 | 0.8610 | 0.9752 | 0.8181 | 0.5879 | 0.4980 | 0.9750 | 0.3716 | 0.0 | 0.5391 | 0.9574 | nan |
0.005 | 7088.89 | 63800 | 0.2109 | 0.7058 | 0.7555 | 0.9807 | nan | 0.9944 | 0.9614 | 0.9176 | 0.9884 | 0.8666 | 0.5919 | 0.5504 | 0.9874 | 0.6784 | 0.0 | 0.5488 | 0.9813 | nan | nan | 0.9855 | 0.9036 | 0.8607 | 0.9751 | 0.8182 | 0.5901 | 0.4932 | 0.9750 | 0.3722 | 0.0 | 0.5392 | 0.9570 | nan |
0.006 | 7100.0 | 63900 | 0.2138 | 0.7063 | 0.7562 | 0.9808 | nan | 0.9943 | 0.9613 | 0.9195 | 0.9885 | 0.8659 | 0.5955 | 0.5535 | 0.9878 | 0.6772 | 0.0 | 0.5485 | 0.9829 | nan | nan | 0.9855 | 0.9040 | 0.8619 | 0.9750 | 0.8174 | 0.5936 | 0.4933 | 0.9748 | 0.3719 | 0.0 | 0.5389 | 0.9589 | nan |
0.0049 | 7111.11 | 64000 | 0.2124 | 0.7062 | 0.7561 | 0.9808 | nan | 0.9944 | 0.9611 | 0.9195 | 0.9884 | 0.8647 | 0.5937 | 0.5578 | 0.9876 | 0.6757 | 0.0 | 0.5482 | 0.9821 | nan | nan | 0.9855 | 0.9040 | 0.8613 | 0.9750 | 0.8168 | 0.5918 | 0.4967 | 0.9751 | 0.3711 | 0.0 | 0.5384 | 0.9584 | nan |
0.0053 | 7122.22 | 64100 | 0.2156 | 0.7065 | 0.7562 | 0.9808 | nan | 0.9945 | 0.9617 | 0.9167 | 0.9884 | 0.8696 | 0.5948 | 0.5517 | 0.9874 | 0.6794 | 0.0 | 0.5475 | 0.9834 | nan | nan | 0.9855 | 0.9044 | 0.8606 | 0.9753 | 0.8202 | 0.5928 | 0.4939 | 0.9750 | 0.3733 | 0.0 | 0.5381 | 0.9589 | nan |
0.0049 | 7133.33 | 64200 | 0.2114 | 0.7058 | 0.7553 | 0.9807 | nan | 0.9944 | 0.9617 | 0.9170 | 0.9884 | 0.8663 | 0.5923 | 0.5515 | 0.9876 | 0.6743 | 0.0 | 0.5475 | 0.9828 | nan | nan | 0.9854 | 0.9040 | 0.8603 | 0.9750 | 0.8175 | 0.5904 | 0.4938 | 0.9751 | 0.3711 | 0.0 | 0.5380 | 0.9594 | nan |
0.0053 | 7144.44 | 64300 | 0.2118 | 0.7056 | 0.7554 | 0.9808 | nan | 0.9943 | 0.9617 | 0.9190 | 0.9884 | 0.8674 | 0.5888 | 0.5505 | 0.9875 | 0.6761 | 0.0 | 0.5476 | 0.9837 | nan | nan | 0.9855 | 0.9039 | 0.8607 | 0.9751 | 0.8194 | 0.5869 | 0.4894 | 0.9752 | 0.3725 | 0.0 | 0.5383 | 0.9598 | nan |
0.005 | 7155.56 | 64400 | 0.2128 | 0.7060 | 0.7557 | 0.9808 | nan | 0.9944 | 0.9615 | 0.9180 | 0.9885 | 0.8650 | 0.5921 | 0.5535 | 0.9874 | 0.6769 | 0.0 | 0.5479 | 0.9836 | nan | nan | 0.9855 | 0.9042 | 0.8607 | 0.9751 | 0.8171 | 0.5903 | 0.4936 | 0.9751 | 0.3731 | 0.0 | 0.5383 | 0.9593 | nan |
0.0044 | 7166.67 | 64500 | 0.2140 | 0.7056 | 0.7553 | 0.9806 | nan | 0.9943 | 0.9610 | 0.9176 | 0.9884 | 0.8640 | 0.5902 | 0.5518 | 0.9878 | 0.6762 | 0.0 | 0.5508 | 0.9819 | nan | nan | 0.9854 | 0.9035 | 0.8596 | 0.9749 | 0.8159 | 0.5883 | 0.4947 | 0.9749 | 0.3717 | 0.0 | 0.5401 | 0.9578 | nan |
0.004 | 7177.78 | 64600 | 0.2131 | 0.7060 | 0.7556 | 0.9807 | nan | 0.9944 | 0.9612 | 0.9170 | 0.9884 | 0.8641 | 0.5936 | 0.5529 | 0.9876 | 0.6774 | 0.0 | 0.5488 | 0.9816 | nan | nan | 0.9854 | 0.9036 | 0.8599 | 0.9749 | 0.8160 | 0.5917 | 0.4952 | 0.9749 | 0.3732 | 0.0 | 0.5392 | 0.9579 | nan |
0.0045 | 7188.89 | 64700 | 0.2106 | 0.7061 | 0.7562 | 0.9808 | nan | 0.9944 | 0.9611 | 0.9191 | 0.9884 | 0.8663 | 0.5907 | 0.5565 | 0.9877 | 0.6792 | 0.0 | 0.5485 | 0.9828 | nan | nan | 0.9855 | 0.9038 | 0.8618 | 0.9750 | 0.8174 | 0.5888 | 0.4955 | 0.9748 | 0.3732 | 0.0 | 0.5388 | 0.9591 | nan |
0.0056 | 7200.0 | 64800 | 0.2142 | 0.7057 | 0.7558 | 0.9807 | nan | 0.9943 | 0.9610 | 0.9181 | 0.9884 | 0.8665 | 0.5896 | 0.5540 | 0.9877 | 0.6794 | 0.0 | 0.5483 | 0.9827 | nan | nan | 0.9855 | 0.9037 | 0.8602 | 0.9750 | 0.8173 | 0.5877 | 0.4929 | 0.9748 | 0.3740 | 0.0 | 0.5387 | 0.9592 | nan |
0.0051 | 7211.11 | 64900 | 0.2146 | 0.7055 | 0.7554 | 0.9807 | nan | 0.9943 | 0.9613 | 0.9184 | 0.9886 | 0.8654 | 0.5916 | 0.5489 | 0.9876 | 0.6789 | 0.0 | 0.5475 | 0.9826 | nan | nan | 0.9855 | 0.9037 | 0.8612 | 0.9750 | 0.8174 | 0.5897 | 0.4892 | 0.9748 | 0.3734 | 0.0 | 0.5377 | 0.9588 | nan |
0.0049 | 7222.22 | 65000 | 0.2124 | 0.7057 | 0.7555 | 0.9807 | nan | 0.9943 | 0.9613 | 0.9183 | 0.9884 | 0.8686 | 0.5922 | 0.5484 | 0.9876 | 0.6769 | 0.0 | 0.5488 | 0.9816 | nan | nan | 0.9855 | 0.9036 | 0.8608 | 0.9750 | 0.8192 | 0.5902 | 0.4902 | 0.9746 | 0.3728 | 0.0 | 0.5390 | 0.9572 | nan |
0.0051 | 7233.33 | 65100 | 0.2148 | 0.7056 | 0.7557 | 0.9807 | nan | 0.9944 | 0.9610 | 0.9177 | 0.9886 | 0.8664 | 0.5923 | 0.5559 | 0.9876 | 0.6728 | 0.0 | 0.5484 | 0.9829 | nan | nan | 0.9855 | 0.9038 | 0.8610 | 0.9750 | 0.8176 | 0.5903 | 0.4912 | 0.9748 | 0.3707 | 0.0 | 0.5386 | 0.9588 | nan |
0.005 | 7244.44 | 65200 | 0.2150 | 0.7063 | 0.7561 | 0.9807 | nan | 0.9944 | 0.9611 | 0.9179 | 0.9885 | 0.8671 | 0.5938 | 0.5571 | 0.9877 | 0.6754 | 0.0 | 0.5483 | 0.9817 | nan | nan | 0.9855 | 0.9037 | 0.8606 | 0.9752 | 0.8186 | 0.5917 | 0.4967 | 0.9749 | 0.3720 | 0.0 | 0.5386 | 0.9577 | nan |
0.0044 | 7255.56 | 65300 | 0.2127 | 0.7061 | 0.7561 | 0.9807 | nan | 0.9943 | 0.9614 | 0.9188 | 0.9884 | 0.8674 | 0.5915 | 0.5563 | 0.9874 | 0.6778 | 0.0 | 0.5471 | 0.9823 | nan | nan | 0.9855 | 0.9037 | 0.8606 | 0.9752 | 0.8183 | 0.5896 | 0.4964 | 0.9750 | 0.3734 | 0.0 | 0.5376 | 0.9584 | nan |
0.0052 | 7266.67 | 65400 | 0.2125 | 0.7063 | 0.7562 | 0.9807 | nan | 0.9943 | 0.9614 | 0.9186 | 0.9882 | 0.8674 | 0.5943 | 0.5538 | 0.9877 | 0.6777 | 0.0 | 0.5485 | 0.9823 | nan | nan | 0.9855 | 0.9038 | 0.8607 | 0.9750 | 0.8174 | 0.5923 | 0.4955 | 0.9749 | 0.3736 | 0.0 | 0.5386 | 0.9583 | nan |
0.0048 | 7277.78 | 65500 | 0.2163 | 0.7058 | 0.7554 | 0.9807 | nan | 0.9943 | 0.9613 | 0.9187 | 0.9884 | 0.8651 | 0.5861 | 0.5542 | 0.9876 | 0.6786 | 0.0 | 0.5478 | 0.9832 | nan | nan | 0.9855 | 0.9035 | 0.8609 | 0.9750 | 0.8165 | 0.5843 | 0.4968 | 0.9750 | 0.3739 | 0.0 | 0.5382 | 0.9595 | nan |
0.004 | 7288.89 | 65600 | 0.2128 | 0.7064 | 0.7558 | 0.9808 | nan | 0.9945 | 0.9610 | 0.9158 | 0.9885 | 0.8648 | 0.5974 | 0.5545 | 0.9876 | 0.6740 | 0.0 | 0.5485 | 0.9836 | nan | nan | 0.9855 | 0.9047 | 0.8608 | 0.9749 | 0.8164 | 0.5954 | 0.4947 | 0.9748 | 0.3708 | 0.0 | 0.5387 | 0.9597 | nan |
0.0054 | 7300.0 | 65700 | 0.2140 | 0.7069 | 0.7569 | 0.9807 | nan | 0.9944 | 0.9609 | 0.9175 | 0.9886 | 0.8639 | 0.5961 | 0.5631 | 0.9876 | 0.6786 | 0.0 | 0.5488 | 0.9832 | nan | nan | 0.9855 | 0.9041 | 0.8603 | 0.9750 | 0.8159 | 0.5941 | 0.5019 | 0.9749 | 0.3729 | 0.0 | 0.5388 | 0.9594 | nan |
0.0044 | 7311.11 | 65800 | 0.2115 | 0.7072 | 0.7575 | 0.9808 | nan | 0.9943 | 0.9612 | 0.9197 | 0.9885 | 0.8670 | 0.5952 | 0.5674 | 0.9877 | 0.6779 | 0.0 | 0.5478 | 0.9838 | nan | nan | 0.9855 | 0.9041 | 0.8611 | 0.9752 | 0.8187 | 0.5931 | 0.5041 | 0.9749 | 0.3728 | 0.0 | 0.5380 | 0.9593 | nan |
0.0056 | 7322.22 | 65900 | 0.2121 | 0.7066 | 0.7569 | 0.9808 | nan | 0.9943 | 0.9610 | 0.9180 | 0.9886 | 0.8655 | 0.5958 | 0.5599 | 0.9877 | 0.6797 | 0.0 | 0.5484 | 0.9836 | nan | nan | 0.9855 | 0.9043 | 0.8606 | 0.9751 | 0.8172 | 0.5939 | 0.4970 | 0.9749 | 0.3730 | 0.0 | 0.5384 | 0.9592 | nan |
0.004 | 7333.33 | 66000 | 0.2157 | 0.7065 | 0.7564 | 0.9808 | nan | 0.9944 | 0.9614 | 0.9188 | 0.9884 | 0.8686 | 0.5909 | 0.5588 | 0.9875 | 0.6781 | 0.0 | 0.5480 | 0.9822 | nan | nan | 0.9855 | 0.9039 | 0.8610 | 0.9752 | 0.8192 | 0.5890 | 0.4980 | 0.9750 | 0.3739 | 0.0 | 0.5383 | 0.9587 | nan |
0.0045 | 7344.44 | 66100 | 0.2117 | 0.7063 | 0.7563 | 0.9808 | nan | 0.9943 | 0.9613 | 0.9198 | 0.9884 | 0.8678 | 0.5908 | 0.5589 | 0.9876 | 0.6764 | 0.0 | 0.5475 | 0.9831 | nan | nan | 0.9855 | 0.9041 | 0.8611 | 0.9752 | 0.8193 | 0.5889 | 0.4976 | 0.9749 | 0.3725 | 0.0 | 0.5380 | 0.9592 | nan |
0.0042 | 7355.56 | 66200 | 0.2169 | 0.7061 | 0.7561 | 0.9807 | nan | 0.9944 | 0.9614 | 0.9177 | 0.9883 | 0.8680 | 0.5933 | 0.5545 | 0.9876 | 0.6770 | 0.0 | 0.5479 | 0.9827 | nan | nan | 0.9855 | 0.9040 | 0.8607 | 0.9750 | 0.8183 | 0.5913 | 0.4942 | 0.9748 | 0.3722 | 0.0 | 0.5383 | 0.9587 | nan |
0.0045 | 7366.67 | 66300 | 0.2153 | 0.7062 | 0.7561 | 0.9808 | nan | 0.9944 | 0.9614 | 0.9177 | 0.9885 | 0.8686 | 0.5917 | 0.5578 | 0.9876 | 0.6744 | 0.0 | 0.5483 | 0.9827 | nan | nan | 0.9855 | 0.9039 | 0.8606 | 0.9752 | 0.8204 | 0.5898 | 0.4954 | 0.9748 | 0.3716 | 0.0 | 0.5384 | 0.9587 | nan |
0.005 | 7377.78 | 66400 | 0.2177 | 0.7062 | 0.7562 | 0.9808 | nan | 0.9944 | 0.9610 | 0.9180 | 0.9884 | 0.8687 | 0.5938 | 0.5566 | 0.9876 | 0.6754 | 0.0 | 0.5483 | 0.9827 | nan | nan | 0.9855 | 0.9040 | 0.8607 | 0.9751 | 0.8196 | 0.5919 | 0.4936 | 0.9748 | 0.3715 | 0.0 | 0.5386 | 0.9591 | nan |
0.0055 | 7388.89 | 66500 | 0.2117 | 0.7069 | 0.7571 | 0.9808 | nan | 0.9944 | 0.9612 | 0.9174 | 0.9884 | 0.8699 | 0.5941 | 0.5602 | 0.9877 | 0.6798 | 0.0 | 0.5483 | 0.9835 | nan | nan | 0.9855 | 0.9043 | 0.8603 | 0.9753 | 0.8211 | 0.5921 | 0.4985 | 0.9748 | 0.3734 | 0.0 | 0.5383 | 0.9594 | nan |
0.0045 | 7400.0 | 66600 | 0.2160 | 0.7059 | 0.7561 | 0.9807 | nan | 0.9942 | 0.9613 | 0.9186 | 0.9887 | 0.8664 | 0.5910 | 0.5569 | 0.9877 | 0.6778 | 0.0 | 0.5476 | 0.9827 | nan | nan | 0.9855 | 0.9039 | 0.8597 | 0.9752 | 0.8182 | 0.5891 | 0.4944 | 0.9748 | 0.3728 | 0.0 | 0.5382 | 0.9588 | nan |
0.0049 | 7411.11 | 66700 | 0.2136 | 0.7067 | 0.7572 | 0.9808 | nan | 0.9942 | 0.9616 | 0.9198 | 0.9883 | 0.8686 | 0.5930 | 0.5600 | 0.9877 | 0.6814 | 0.0 | 0.5485 | 0.9835 | nan | nan | 0.9855 | 0.9039 | 0.8607 | 0.9753 | 0.8193 | 0.5912 | 0.4967 | 0.9748 | 0.3752 | 0.0 | 0.5387 | 0.9591 | nan |
0.0058 | 7422.22 | 66800 | 0.2117 | 0.7064 | 0.7567 | 0.9808 | nan | 0.9943 | 0.9612 | 0.9194 | 0.9884 | 0.8691 | 0.5919 | 0.5600 | 0.9876 | 0.6765 | 0.0 | 0.5487 | 0.9827 | nan | nan | 0.9855 | 0.9040 | 0.8607 | 0.9752 | 0.8196 | 0.5900 | 0.4955 | 0.9748 | 0.3731 | 0.0 | 0.5388 | 0.9591 | nan |
0.0047 | 7433.33 | 66900 | 0.2123 | 0.7063 | 0.7562 | 0.9807 | nan | 0.9943 | 0.9615 | 0.9187 | 0.9884 | 0.8685 | 0.5931 | 0.5528 | 0.9875 | 0.6793 | 0.0 | 0.5484 | 0.9822 | nan | nan | 0.9855 | 0.9037 | 0.8603 | 0.9752 | 0.8197 | 0.5912 | 0.4936 | 0.9748 | 0.3746 | 0.0 | 0.5386 | 0.9587 | nan |
0.0052 | 7444.44 | 67000 | 0.2146 | 0.7060 | 0.7565 | 0.9807 | nan | 0.9943 | 0.9614 | 0.9184 | 0.9885 | 0.8653 | 0.5905 | 0.5579 | 0.9876 | 0.6824 | 0.0 | 0.5484 | 0.9829 | nan | nan | 0.9855 | 0.9039 | 0.8606 | 0.9751 | 0.8168 | 0.5887 | 0.4942 | 0.9749 | 0.3750 | 0.0 | 0.5387 | 0.9585 | nan |
0.0048 | 7455.56 | 67100 | 0.2175 | 0.7065 | 0.7568 | 0.9808 | nan | 0.9943 | 0.9612 | 0.9207 | 0.9885 | 0.8673 | 0.5910 | 0.5598 | 0.9876 | 0.6804 | 0.0 | 0.5483 | 0.9827 | nan | nan | 0.9856 | 0.9039 | 0.8619 | 0.9751 | 0.8182 | 0.5891 | 0.4972 | 0.9748 | 0.3747 | 0.0 | 0.5384 | 0.9590 | nan |
0.0046 | 7466.67 | 67200 | 0.2178 | 0.7060 | 0.7560 | 0.9807 | nan | 0.9943 | 0.9615 | 0.9182 | 0.9883 | 0.8672 | 0.5898 | 0.5562 | 0.9876 | 0.6766 | 0.0 | 0.5492 | 0.9831 | nan | nan | 0.9855 | 0.9038 | 0.8605 | 0.9751 | 0.8177 | 0.5879 | 0.4962 | 0.9749 | 0.3727 | 0.0 | 0.5392 | 0.9593 | nan |
0.0046 | 7477.78 | 67300 | 0.2130 | 0.7059 | 0.7562 | 0.9807 | nan | 0.9943 | 0.9613 | 0.9183 | 0.9884 | 0.8677 | 0.5879 | 0.5600 | 0.9876 | 0.6778 | 0.0 | 0.5486 | 0.9828 | nan | nan | 0.9855 | 0.9036 | 0.8608 | 0.9751 | 0.8183 | 0.5861 | 0.4966 | 0.9748 | 0.3732 | 0.0 | 0.5387 | 0.9584 | nan |
0.0055 | 7488.89 | 67400 | 0.2157 | 0.7063 | 0.7568 | 0.9807 | nan | 0.9942 | 0.9617 | 0.9193 | 0.9883 | 0.8679 | 0.5874 | 0.5617 | 0.9875 | 0.6827 | 0.0 | 0.5484 | 0.9822 | nan | nan | 0.9855 | 0.9033 | 0.8607 | 0.9751 | 0.8185 | 0.5855 | 0.4998 | 0.9750 | 0.3755 | 0.0 | 0.5388 | 0.9579 | nan |
0.0053 | 7500.0 | 67500 | 0.2151 | 0.7065 | 0.7565 | 0.9807 | nan | 0.9944 | 0.9611 | 0.9178 | 0.9885 | 0.8662 | 0.5902 | 0.5631 | 0.9877 | 0.6768 | 0.0 | 0.5486 | 0.9837 | nan | nan | 0.9855 | 0.9038 | 0.8608 | 0.9751 | 0.8173 | 0.5883 | 0.5018 | 0.9748 | 0.3724 | 0.0 | 0.5388 | 0.9599 | nan |
0.0054 | 7511.11 | 67600 | 0.2169 | 0.7059 | 0.7561 | 0.9807 | nan | 0.9943 | 0.9609 | 0.9186 | 0.9886 | 0.8664 | 0.5883 | 0.5600 | 0.9876 | 0.6767 | 0.0 | 0.5489 | 0.9826 | nan | nan | 0.9855 | 0.9037 | 0.8608 | 0.9751 | 0.8173 | 0.5864 | 0.4978 | 0.9747 | 0.3722 | 0.0 | 0.5388 | 0.9589 | nan |
0.0049 | 7522.22 | 67700 | 0.2128 | 0.7063 | 0.7566 | 0.9807 | nan | 0.9943 | 0.9612 | 0.9192 | 0.9884 | 0.8672 | 0.5899 | 0.5619 | 0.9878 | 0.6772 | 0.0 | 0.5490 | 0.9829 | nan | nan | 0.9855 | 0.9036 | 0.8610 | 0.9752 | 0.8180 | 0.5880 | 0.4993 | 0.9747 | 0.3728 | 0.0 | 0.5389 | 0.9587 | nan |
0.0048 | 7533.33 | 67800 | 0.2142 | 0.7066 | 0.7568 | 0.9808 | nan | 0.9943 | 0.9612 | 0.9183 | 0.9885 | 0.8676 | 0.5912 | 0.5641 | 0.9877 | 0.6757 | 0.0 | 0.5490 | 0.9837 | nan | nan | 0.9855 | 0.9040 | 0.8612 | 0.9752 | 0.8188 | 0.5893 | 0.5003 | 0.9749 | 0.3718 | 0.0 | 0.5392 | 0.9595 | nan |
0.0052 | 7544.44 | 67900 | 0.2169 | 0.7063 | 0.7563 | 0.9807 | nan | 0.9943 | 0.9611 | 0.9190 | 0.9885 | 0.8669 | 0.5908 | 0.5607 | 0.9877 | 0.6754 | 0.0 | 0.5483 | 0.9830 | nan | nan | 0.9855 | 0.9036 | 0.8610 | 0.9751 | 0.8183 | 0.5889 | 0.4993 | 0.9747 | 0.3721 | 0.0 | 0.5387 | 0.9589 | nan |
0.0041 | 7555.56 | 68000 | 0.2178 | 0.7063 | 0.7563 | 0.9807 | nan | 0.9943 | 0.9610 | 0.9187 | 0.9885 | 0.8677 | 0.5905 | 0.5609 | 0.9877 | 0.6749 | 0.0 | 0.5484 | 0.9828 | nan | nan | 0.9855 | 0.9036 | 0.8609 | 0.9752 | 0.8186 | 0.5886 | 0.4985 | 0.9747 | 0.3719 | 0.0 | 0.5387 | 0.9594 | nan |
0.0052 | 7566.67 | 68100 | 0.2150 | 0.7063 | 0.7562 | 0.9807 | nan | 0.9943 | 0.9612 | 0.9190 | 0.9885 | 0.8672 | 0.5890 | 0.5617 | 0.9876 | 0.6745 | 0.0 | 0.5488 | 0.9828 | nan | nan | 0.9855 | 0.9036 | 0.8615 | 0.9752 | 0.8184 | 0.5871 | 0.5002 | 0.9748 | 0.3724 | 0.0 | 0.5388 | 0.9585 | nan |
0.0044 | 7577.78 | 68200 | 0.2157 | 0.7064 | 0.7566 | 0.9807 | nan | 0.9943 | 0.9613 | 0.9183 | 0.9884 | 0.8675 | 0.5901 | 0.5644 | 0.9875 | 0.6747 | 0.0 | 0.5494 | 0.9830 | nan | nan | 0.9855 | 0.9039 | 0.8608 | 0.9752 | 0.8186 | 0.5882 | 0.4993 | 0.9747 | 0.3723 | 0.0 | 0.5394 | 0.9589 | nan |
0.0048 | 7588.89 | 68300 | 0.2176 | 0.7062 | 0.7564 | 0.9808 | nan | 0.9943 | 0.9614 | 0.9193 | 0.9883 | 0.8686 | 0.5913 | 0.5586 | 0.9876 | 0.6768 | 0.0 | 0.5484 | 0.9824 | nan | nan | 0.9855 | 0.9038 | 0.8613 | 0.9752 | 0.8193 | 0.5894 | 0.4955 | 0.9748 | 0.3728 | 0.0 | 0.5386 | 0.9588 | nan |
0.0045 | 7600.0 | 68400 | 0.2150 | 0.7064 | 0.7562 | 0.9808 | nan | 0.9944 | 0.9612 | 0.9184 | 0.9885 | 0.8678 | 0.5907 | 0.5596 | 0.9876 | 0.6741 | 0.0 | 0.5486 | 0.9837 | nan | nan | 0.9855 | 0.9041 | 0.8613 | 0.9751 | 0.8191 | 0.5888 | 0.4971 | 0.9749 | 0.3717 | 0.0 | 0.5389 | 0.9598 | nan |
0.0052 | 7611.11 | 68500 | 0.2177 | 0.7062 | 0.7563 | 0.9808 | nan | 0.9944 | 0.9614 | 0.9182 | 0.9884 | 0.8681 | 0.5910 | 0.5600 | 0.9875 | 0.6745 | 0.0 | 0.5486 | 0.9834 | nan | nan | 0.9855 | 0.9040 | 0.8609 | 0.9752 | 0.8188 | 0.5890 | 0.4959 | 0.9749 | 0.3716 | 0.0 | 0.5390 | 0.9592 | nan |
0.0043 | 7622.22 | 68600 | 0.2175 | 0.7060 | 0.7561 | 0.9807 | nan | 0.9944 | 0.9612 | 0.9181 | 0.9885 | 0.8680 | 0.5890 | 0.5585 | 0.9874 | 0.6757 | 0.0 | 0.5487 | 0.9836 | nan | nan | 0.9855 | 0.9039 | 0.8604 | 0.9751 | 0.8194 | 0.5872 | 0.4953 | 0.9748 | 0.3717 | 0.0 | 0.5389 | 0.9598 | nan |
0.0043 | 7633.33 | 68700 | 0.2169 | 0.7063 | 0.7561 | 0.9807 | nan | 0.9943 | 0.9613 | 0.9180 | 0.9884 | 0.8679 | 0.5909 | 0.5592 | 0.9874 | 0.6731 | 0.0 | 0.5488 | 0.9832 | nan | nan | 0.9855 | 0.9036 | 0.8605 | 0.9751 | 0.8184 | 0.5889 | 0.4986 | 0.9748 | 0.3715 | 0.0 | 0.5389 | 0.9594 | nan |
0.0046 | 7644.44 | 68800 | 0.2180 | 0.7060 | 0.7562 | 0.9807 | nan | 0.9943 | 0.9614 | 0.9192 | 0.9885 | 0.8664 | 0.5906 | 0.5586 | 0.9876 | 0.6767 | 0.0 | 0.5483 | 0.9829 | nan | nan | 0.9855 | 0.9038 | 0.8609 | 0.9750 | 0.8177 | 0.5888 | 0.4949 | 0.9748 | 0.3728 | 0.0 | 0.5385 | 0.9589 | nan |
0.0047 | 7655.56 | 68900 | 0.2163 | 0.7060 | 0.7561 | 0.9807 | nan | 0.9943 | 0.9610 | 0.9177 | 0.9884 | 0.8686 | 0.5921 | 0.5568 | 0.9876 | 0.6741 | 0.0 | 0.5484 | 0.9838 | nan | nan | 0.9854 | 0.9039 | 0.8603 | 0.9751 | 0.8189 | 0.5902 | 0.4939 | 0.9748 | 0.3713 | 0.0 | 0.5385 | 0.9595 | nan |
0.0049 | 7666.67 | 69000 | 0.2166 | 0.7063 | 0.7564 | 0.9807 | nan | 0.9944 | 0.9612 | 0.9170 | 0.9885 | 0.8663 | 0.5920 | 0.5614 | 0.9876 | 0.6767 | 0.0 | 0.5486 | 0.9831 | nan | nan | 0.9855 | 0.9038 | 0.8607 | 0.9751 | 0.8176 | 0.5901 | 0.4975 | 0.9747 | 0.3723 | 0.0 | 0.5388 | 0.9592 | nan |
0.0058 | 7677.78 | 69100 | 0.2176 | 0.7062 | 0.7563 | 0.9808 | nan | 0.9943 | 0.9612 | 0.9181 | 0.9885 | 0.8666 | 0.5927 | 0.5596 | 0.9877 | 0.6738 | 0.0 | 0.5492 | 0.9833 | nan | nan | 0.9855 | 0.9040 | 0.8606 | 0.9751 | 0.8183 | 0.5908 | 0.4959 | 0.9748 | 0.3712 | 0.0 | 0.5391 | 0.9593 | nan |
0.0044 | 7688.89 | 69200 | 0.2170 | 0.7059 | 0.7560 | 0.9808 | nan | 0.9943 | 0.9614 | 0.9187 | 0.9884 | 0.8676 | 0.5912 | 0.5560 | 0.9876 | 0.6753 | 0.0 | 0.5486 | 0.9826 | nan | nan | 0.9855 | 0.9040 | 0.8610 | 0.9751 | 0.8186 | 0.5893 | 0.4931 | 0.9748 | 0.3719 | 0.0 | 0.5387 | 0.9584 | nan |
0.0042 | 7700.0 | 69300 | 0.2168 | 0.7058 | 0.7557 | 0.9807 | nan | 0.9944 | 0.9613 | 0.9180 | 0.9884 | 0.8669 | 0.5905 | 0.5551 | 0.9875 | 0.6752 | 0.0 | 0.5481 | 0.9829 | nan | nan | 0.9855 | 0.9039 | 0.8608 | 0.9751 | 0.8181 | 0.5887 | 0.4930 | 0.9748 | 0.3725 | 0.0 | 0.5386 | 0.9592 | nan |
0.0045 | 7711.11 | 69400 | 0.2162 | 0.7061 | 0.7563 | 0.9808 | nan | 0.9943 | 0.9613 | 0.9185 | 0.9884 | 0.8670 | 0.5916 | 0.5587 | 0.9875 | 0.6766 | 0.0 | 0.5484 | 0.9831 | nan | nan | 0.9855 | 0.9040 | 0.8610 | 0.9751 | 0.8179 | 0.5897 | 0.4952 | 0.9749 | 0.3726 | 0.0 | 0.5387 | 0.9590 | nan |
0.0048 | 7722.22 | 69500 | 0.2139 | 0.7063 | 0.7565 | 0.9808 | nan | 0.9943 | 0.9614 | 0.9188 | 0.9885 | 0.8673 | 0.5917 | 0.5592 | 0.9877 | 0.6771 | 0.0 | 0.5487 | 0.9834 | nan | nan | 0.9855 | 0.9040 | 0.8612 | 0.9752 | 0.8184 | 0.5898 | 0.4960 | 0.9748 | 0.3730 | 0.0 | 0.5388 | 0.9593 | nan |
0.0047 | 7733.33 | 69600 | 0.2152 | 0.7063 | 0.7565 | 0.9808 | nan | 0.9943 | 0.9613 | 0.9183 | 0.9884 | 0.8679 | 0.5916 | 0.5607 | 0.9877 | 0.6756 | 0.0 | 0.5486 | 0.9835 | nan | nan | 0.9855 | 0.9039 | 0.8608 | 0.9752 | 0.8187 | 0.5897 | 0.4967 | 0.9747 | 0.3724 | 0.0 | 0.5387 | 0.9593 | nan |
0.0046 | 7744.44 | 69700 | 0.2153 | 0.7065 | 0.7570 | 0.9807 | nan | 0.9943 | 0.9613 | 0.9192 | 0.9884 | 0.8671 | 0.5917 | 0.5628 | 0.9877 | 0.6804 | 0.0 | 0.5485 | 0.9830 | nan | nan | 0.9855 | 0.9038 | 0.8611 | 0.9751 | 0.8177 | 0.5898 | 0.4986 | 0.9747 | 0.3741 | 0.0 | 0.5386 | 0.9589 | nan |
0.0042 | 7755.56 | 69800 | 0.2181 | 0.7062 | 0.7564 | 0.9807 | nan | 0.9943 | 0.9613 | 0.9183 | 0.9884 | 0.8665 | 0.5920 | 0.5582 | 0.9876 | 0.6787 | 0.0 | 0.5486 | 0.9833 | nan | nan | 0.9855 | 0.9040 | 0.8610 | 0.9751 | 0.8171 | 0.5901 | 0.4955 | 0.9747 | 0.3739 | 0.0 | 0.5387 | 0.9590 | nan |
0.0046 | 7766.67 | 69900 | 0.2162 | 0.7058 | 0.7559 | 0.9807 | nan | 0.9943 | 0.9610 | 0.9180 | 0.9886 | 0.8649 | 0.5916 | 0.5562 | 0.9876 | 0.6768 | 0.0 | 0.5487 | 0.9832 | nan | nan | 0.9855 | 0.9040 | 0.8605 | 0.9750 | 0.8166 | 0.5897 | 0.4934 | 0.9748 | 0.3727 | 0.0 | 0.5388 | 0.9590 | nan |
0.0062 | 7777.78 | 70000 | 0.2182 | 0.7057 | 0.7557 | 0.9807 | nan | 0.9943 | 0.9611 | 0.9185 | 0.9885 | 0.8655 | 0.5918 | 0.5536 | 0.9875 | 0.6759 | 0.0 | 0.5486 | 0.9835 | nan | nan | 0.9855 | 0.9040 | 0.8609 | 0.9750 | 0.8169 | 0.5899 | 0.4912 | 0.9748 | 0.3725 | 0.0 | 0.5386 | 0.9595 | nan |
0.006 | 7788.89 | 70100 | 0.2167 | 0.7059 | 0.7560 | 0.9807 | nan | 0.9944 | 0.9611 | 0.9180 | 0.9886 | 0.8653 | 0.5907 | 0.5587 | 0.9876 | 0.6755 | 0.0 | 0.5483 | 0.9835 | nan | nan | 0.9855 | 0.9039 | 0.8607 | 0.9751 | 0.8169 | 0.5889 | 0.4955 | 0.9748 | 0.3721 | 0.0 | 0.5386 | 0.9593 | nan |
0.005 | 7800.0 | 70200 | 0.2148 | 0.7061 | 0.7564 | 0.9808 | nan | 0.9944 | 0.9611 | 0.9186 | 0.9885 | 0.8658 | 0.5923 | 0.5580 | 0.9876 | 0.6772 | 0.0 | 0.5490 | 0.9838 | nan | nan | 0.9855 | 0.9042 | 0.8611 | 0.9751 | 0.8169 | 0.5904 | 0.4945 | 0.9748 | 0.3730 | 0.0 | 0.5390 | 0.9592 | nan |
0.0048 | 7811.11 | 70300 | 0.2158 | 0.7060 | 0.7560 | 0.9807 | nan | 0.9944 | 0.9612 | 0.9175 | 0.9884 | 0.8665 | 0.5923 | 0.5562 | 0.9875 | 0.6758 | 0.0 | 0.5488 | 0.9837 | nan | nan | 0.9855 | 0.9041 | 0.8605 | 0.9751 | 0.8173 | 0.5904 | 0.4937 | 0.9747 | 0.3724 | 0.0 | 0.5389 | 0.9595 | nan |
0.0053 | 7822.22 | 70400 | 0.2161 | 0.7059 | 0.7559 | 0.9807 | nan | 0.9943 | 0.9610 | 0.9186 | 0.9886 | 0.8659 | 0.5922 | 0.5551 | 0.9876 | 0.6760 | 0.0 | 0.5487 | 0.9827 | nan | nan | 0.9855 | 0.9038 | 0.8607 | 0.9751 | 0.8172 | 0.5903 | 0.4935 | 0.9747 | 0.3725 | 0.0 | 0.5388 | 0.9586 | nan |
0.0046 | 7833.33 | 70500 | 0.2141 | 0.7061 | 0.7560 | 0.9807 | nan | 0.9944 | 0.9611 | 0.9186 | 0.9885 | 0.8665 | 0.5922 | 0.5573 | 0.9875 | 0.6743 | 0.0 | 0.5490 | 0.9827 | nan | nan | 0.9855 | 0.9039 | 0.8607 | 0.9751 | 0.8175 | 0.5903 | 0.4955 | 0.9747 | 0.3719 | 0.0 | 0.5390 | 0.9588 | nan |
0.0054 | 7844.44 | 70600 | 0.2135 | 0.7061 | 0.7562 | 0.9807 | nan | 0.9943 | 0.9612 | 0.9186 | 0.9885 | 0.8660 | 0.5922 | 0.5578 | 0.9876 | 0.6768 | 0.0 | 0.5488 | 0.9828 | nan | nan | 0.9855 | 0.9039 | 0.8606 | 0.9751 | 0.8173 | 0.5903 | 0.4947 | 0.9747 | 0.3730 | 0.0 | 0.5389 | 0.9590 | nan |
0.0053 | 7855.56 | 70700 | 0.2174 | 0.7061 | 0.7562 | 0.9807 | nan | 0.9943 | 0.9613 | 0.9181 | 0.9885 | 0.8655 | 0.5915 | 0.5578 | 0.9877 | 0.6777 | 0.0 | 0.5485 | 0.9828 | nan | nan | 0.9855 | 0.9038 | 0.8607 | 0.9750 | 0.8170 | 0.5897 | 0.4953 | 0.9747 | 0.3736 | 0.0 | 0.5388 | 0.9587 | nan |
0.0041 | 7866.67 | 70800 | 0.2144 | 0.7061 | 0.7564 | 0.9807 | nan | 0.9943 | 0.9612 | 0.9189 | 0.9885 | 0.8664 | 0.5920 | 0.5580 | 0.9876 | 0.6777 | 0.0 | 0.5489 | 0.9831 | nan | nan | 0.9855 | 0.9039 | 0.8607 | 0.9751 | 0.8173 | 0.5901 | 0.4955 | 0.9747 | 0.3733 | 0.0 | 0.5389 | 0.9588 | nan |
0.0044 | 7877.78 | 70900 | 0.2197 | 0.7061 | 0.7562 | 0.9807 | nan | 0.9943 | 0.9610 | 0.9186 | 0.9885 | 0.8661 | 0.5913 | 0.5582 | 0.9877 | 0.6762 | 0.0 | 0.5490 | 0.9835 | nan | nan | 0.9855 | 0.9039 | 0.8608 | 0.9751 | 0.8176 | 0.5894 | 0.4955 | 0.9747 | 0.3725 | 0.0 | 0.5391 | 0.9590 | nan |
0.0067 | 7888.89 | 71000 | 0.2121 | 0.7061 | 0.7564 | 0.9807 | nan | 0.9943 | 0.9612 | 0.9178 | 0.9885 | 0.8649 | 0.5919 | 0.5589 | 0.9877 | 0.6790 | 0.0 | 0.5488 | 0.9836 | nan | nan | 0.9855 | 0.9039 | 0.8606 | 0.9751 | 0.8166 | 0.5900 | 0.4959 | 0.9747 | 0.3734 | 0.0 | 0.5389 | 0.9591 | nan |
0.0044 | 7900.0 | 71100 | 0.2158 | 0.7060 | 0.7561 | 0.9807 | nan | 0.9943 | 0.9612 | 0.9184 | 0.9885 | 0.8653 | 0.5917 | 0.5572 | 0.9876 | 0.6771 | 0.0 | 0.5488 | 0.9830 | nan | nan | 0.9855 | 0.9039 | 0.8608 | 0.9750 | 0.8168 | 0.5898 | 0.4948 | 0.9747 | 0.3730 | 0.0 | 0.5389 | 0.9588 | nan |
0.005 | 7911.11 | 71200 | 0.2146 | 0.7060 | 0.7560 | 0.9807 | nan | 0.9943 | 0.9610 | 0.9185 | 0.9886 | 0.8643 | 0.5922 | 0.5576 | 0.9876 | 0.6762 | 0.0 | 0.5488 | 0.9832 | nan | nan | 0.9855 | 0.9040 | 0.8608 | 0.9750 | 0.8163 | 0.5903 | 0.4951 | 0.9747 | 0.3726 | 0.0 | 0.5389 | 0.9590 | nan |
0.004 | 7922.22 | 71300 | 0.2158 | 0.7062 | 0.7561 | 0.9807 | nan | 0.9944 | 0.9612 | 0.9180 | 0.9885 | 0.8659 | 0.5918 | 0.5580 | 0.9876 | 0.6761 | 0.0 | 0.5487 | 0.9833 | nan | nan | 0.9855 | 0.9040 | 0.8607 | 0.9751 | 0.8171 | 0.5899 | 0.4960 | 0.9748 | 0.3729 | 0.0 | 0.5389 | 0.9592 | nan |
0.0055 | 7933.33 | 71400 | 0.2135 | 0.7062 | 0.7565 | 0.9807 | nan | 0.9943 | 0.9612 | 0.9194 | 0.9884 | 0.8656 | 0.5920 | 0.5586 | 0.9876 | 0.6786 | 0.0 | 0.5487 | 0.9833 | nan | nan | 0.9855 | 0.9039 | 0.8611 | 0.9750 | 0.8166 | 0.5901 | 0.4964 | 0.9748 | 0.3737 | 0.0 | 0.5389 | 0.9589 | nan |
0.0042 | 7944.44 | 71500 | 0.2166 | 0.7060 | 0.7561 | 0.9807 | nan | 0.9943 | 0.9611 | 0.9187 | 0.9884 | 0.8654 | 0.5920 | 0.5564 | 0.9876 | 0.6777 | 0.0 | 0.5487 | 0.9833 | nan | nan | 0.9855 | 0.9039 | 0.8610 | 0.9750 | 0.8163 | 0.5901 | 0.4948 | 0.9748 | 0.3735 | 0.0 | 0.5389 | 0.9589 | nan |
0.005 | 7955.56 | 71600 | 0.2153 | 0.7060 | 0.7561 | 0.9807 | nan | 0.9943 | 0.9612 | 0.9186 | 0.9885 | 0.8657 | 0.5913 | 0.5566 | 0.9876 | 0.6774 | 0.0 | 0.5488 | 0.9829 | nan | nan | 0.9855 | 0.9038 | 0.8613 | 0.9751 | 0.8168 | 0.5894 | 0.4949 | 0.9747 | 0.3731 | 0.0 | 0.5390 | 0.9588 | nan |
0.0049 | 7966.67 | 71700 | 0.2142 | 0.7060 | 0.7561 | 0.9807 | nan | 0.9943 | 0.9611 | 0.9185 | 0.9885 | 0.8657 | 0.5912 | 0.5565 | 0.9876 | 0.6773 | 0.0 | 0.5489 | 0.9830 | nan | nan | 0.9855 | 0.9038 | 0.8611 | 0.9751 | 0.8170 | 0.5894 | 0.4950 | 0.9747 | 0.3731 | 0.0 | 0.5390 | 0.9588 | nan |
0.0039 | 7977.78 | 71800 | 0.2182 | 0.7061 | 0.7562 | 0.9807 | nan | 0.9943 | 0.9612 | 0.9186 | 0.9885 | 0.8660 | 0.5919 | 0.5565 | 0.9876 | 0.6778 | 0.0 | 0.5487 | 0.9832 | nan | nan | 0.9855 | 0.9039 | 0.8612 | 0.9750 | 0.8169 | 0.5899 | 0.4949 | 0.9747 | 0.3735 | 0.0 | 0.5390 | 0.9590 | nan |
0.005 | 7988.89 | 71900 | 0.2167 | 0.7062 | 0.7564 | 0.9807 | nan | 0.9943 | 0.9611 | 0.9188 | 0.9885 | 0.8655 | 0.5920 | 0.5583 | 0.9876 | 0.6792 | 0.0 | 0.5488 | 0.9832 | nan | nan | 0.9855 | 0.9039 | 0.8612 | 0.9750 | 0.8168 | 0.5901 | 0.4959 | 0.9747 | 0.3738 | 0.0 | 0.5390 | 0.9590 | nan |
0.0046 | 8000.0 | 72000 | 0.2199 | 0.7061 | 0.7562 | 0.9807 | nan | 0.9943 | 0.9611 | 0.9188 | 0.9885 | 0.8659 | 0.5917 | 0.5574 | 0.9875 | 0.6769 | 0.0 | 0.5488 | 0.9830 | nan | nan | 0.9855 | 0.9039 | 0.8612 | 0.9751 | 0.8171 | 0.5898 | 0.4952 | 0.9748 | 0.3732 | 0.0 | 0.5390 | 0.9590 | nan |
Framework versions
- Transformers 4.30.2
- Pytorch 2.0.1+cu117
- Datasets 2.13.1
- Tokenizers 0.13.3