diff --git "a/README.md" "b/README.md" --- "a/README.md" +++ "b/README.md" @@ -1,199 +1,4216 @@ --- -library_name: transformers -tags: [] +license: other +base_model: nvidia/mit-b0 +tags: +- mri +- image-segementation +- breast-mri +- generated_from_trainer +model-index: +- name: segformer-b0-finetuned-bmri-prep + results: [] --- -# Model Card for Model ID + - +# segformer-b0-finetuned-bmri-prep +This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on the doggywastaken/manual_breast_segs dataset. +It achieves the following results on the evaluation set: +- Loss: 0.0131 +- Mean Iou: 0.4909 +- Mean Accuracy: 0.9818 +- Overall Accuracy: 0.9818 +- Accuracy Background: nan +- Accuracy Breast: 0.9818 +- Iou Background: 0.0 +- Iou Breast: 0.9818 +## Model description -## Model Details +More information needed -### Model Description +## Intended uses & limitations - +More information needed -This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated. +## Training and evaluation data -- **Developed by:** [More Information Needed] -- **Funded by [optional]:** [More Information Needed] -- **Shared by [optional]:** [More Information Needed] -- **Model type:** [More Information Needed] -- **Language(s) (NLP):** [More Information Needed] -- **License:** [More Information Needed] -- **Finetuned from model [optional]:** [More Information Needed] +More information needed -### Model Sources [optional] +## Training procedure - +### Training hyperparameters -- **Repository:** [More Information Needed] -- **Paper [optional]:** [More Information Needed] -- **Demo [optional]:** [More Information Needed] +The following hyperparameters were used during training: +- learning_rate: 6e-05 +- train_batch_size: 16 +- eval_batch_size: 16 +- seed: 42 +- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 +- lr_scheduler_type: linear +- num_epochs: 500 -## Uses +### Training results - +| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Accuracy Background | Accuracy Breast | Iou Background | Iou Breast | +|:-------------:|:--------:|:-----:|:---------------:|:--------:|:-------------:|:----------------:|:-------------------:|:---------------:|:--------------:|:----------:| +| 0.391 | 0.1205 | 20 | 0.4736 | 0.3895 | 0.7790 | 0.7790 | nan | 0.7790 | 0.0 | 0.7790 | +| 0.2193 | 0.2410 | 40 | 0.2272 | 0.3968 | 0.7937 | 0.7937 | nan | 0.7937 | 0.0 | 0.7937 | +| 0.1737 | 0.3614 | 60 | 0.1604 | 0.3997 | 0.7995 | 0.7995 | nan | 0.7995 | 0.0 | 0.7995 | +| 0.1632 | 0.4819 | 80 | 0.1237 | 0.4115 | 0.8230 | 0.8230 | nan | 0.8230 | 0.0 | 0.8230 | +| 0.11 | 0.6024 | 100 | 0.1083 | 0.4388 | 0.8777 | 0.8777 | nan | 0.8777 | 0.0 | 0.8777 | +| 0.0991 | 0.7229 | 120 | 0.0865 | 0.4385 | 0.8770 | 0.8770 | nan | 0.8770 | 0.0 | 0.8770 | +| 0.0858 | 0.8434 | 140 | 0.0759 | 0.4369 | 0.8738 | 0.8738 | nan | 0.8738 | 0.0 | 0.8738 | +| 0.0769 | 0.9639 | 160 | 0.0693 | 0.4377 | 0.8754 | 0.8754 | nan | 0.8754 | 0.0 | 0.8754 | +| 0.0642 | 1.0843 | 180 | 0.0619 | 0.4706 | 0.9413 | 0.9413 | nan | 0.9413 | 0.0 | 0.9413 | +| 0.0642 | 1.2048 | 200 | 0.0550 | 0.4687 | 0.9374 | 0.9374 | nan | 0.9374 | 0.0 | 0.9374 | +| 0.0592 | 1.3253 | 220 | 0.0497 | 0.4680 | 0.9359 | 0.9359 | nan | 0.9359 | 0.0 | 0.9359 | +| 0.0481 | 1.4458 | 240 | 0.0484 | 0.4775 | 0.9551 | 0.9551 | nan | 0.9551 | 0.0 | 0.9551 | +| 0.0475 | 1.5663 | 260 | 0.0465 | 0.4482 | 0.8964 | 0.8964 | nan | 0.8964 | 0.0 | 0.8964 | +| 0.0446 | 1.6867 | 280 | 0.0392 | 0.4770 | 0.9539 | 0.9539 | nan | 0.9539 | 0.0 | 0.9539 | +| 0.0395 | 1.8072 | 300 | 0.0398 | 0.4724 | 0.9447 | 0.9447 | nan | 0.9447 | 0.0 | 0.9447 | +| 0.0444 | 1.9277 | 320 | 0.0342 | 0.4789 | 0.9577 | 0.9577 | nan | 0.9577 | 0.0 | 0.9577 | +| 0.0396 | 2.0482 | 340 | 0.0334 | 0.4670 | 0.9339 | 0.9339 | nan | 0.9339 | 0.0 | 0.9339 | +| 0.0313 | 2.1687 | 360 | 0.0321 | 0.4752 | 0.9505 | 0.9505 | nan | 0.9505 | 0.0 | 0.9505 | +| 0.0311 | 2.2892 | 380 | 0.0302 | 0.4760 | 0.9520 | 0.9520 | nan | 0.9520 | 0.0 | 0.9520 | +| 0.0331 | 2.4096 | 400 | 0.0282 | 0.4743 | 0.9485 | 0.9485 | nan | 0.9485 | 0.0 | 0.9485 | +| 0.0275 | 2.5301 | 420 | 0.0284 | 0.4825 | 0.9649 | 0.9649 | nan | 0.9649 | 0.0 | 0.9649 | +| 0.03 | 2.6506 | 440 | 0.0274 | 0.4656 | 0.9311 | 0.9311 | nan | 0.9311 | 0.0 | 0.9311 | +| 0.028 | 2.7711 | 460 | 0.0255 | 0.4815 | 0.9630 | 0.9630 | nan | 0.9630 | 0.0 | 0.9630 | +| 0.0261 | 2.8916 | 480 | 0.0242 | 0.4773 | 0.9547 | 0.9547 | nan | 0.9547 | 0.0 | 0.9547 | +| 0.027 | 3.0120 | 500 | 0.0244 | 0.4740 | 0.9481 | 0.9481 | nan | 0.9481 | 0.0 | 0.9481 | +| 0.0228 | 3.1325 | 520 | 0.0225 | 0.4781 | 0.9562 | 0.9562 | nan | 0.9562 | 0.0 | 0.9562 | +| 0.0267 | 3.2530 | 540 | 0.0225 | 0.4819 | 0.9639 | 0.9639 | nan | 0.9639 | 0.0 | 0.9639 | +| 0.0236 | 3.3735 | 560 | 0.0225 | 0.4781 | 0.9561 | 0.9561 | nan | 0.9561 | 0.0 | 0.9561 | +| 0.021 | 3.4940 | 580 | 0.0207 | 0.4775 | 0.9550 | 0.9550 | nan | 0.9550 | 0.0 | 0.9550 | +| 0.0239 | 3.6145 | 600 | 0.0200 | 0.4797 | 0.9594 | 0.9594 | nan | 0.9594 | 0.0 | 0.9594 | +| 0.0236 | 3.7349 | 620 | 0.0194 | 0.4763 | 0.9526 | 0.9526 | nan | 0.9526 | 0.0 | 0.9526 | +| 0.0214 | 3.8554 | 640 | 0.0203 | 0.4838 | 0.9676 | 0.9676 | nan | 0.9676 | 0.0 | 0.9676 | +| 0.0205 | 3.9759 | 660 | 0.0185 | 0.4789 | 0.9579 | 0.9579 | nan | 0.9579 | 0.0 | 0.9579 | +| 0.0193 | 4.0964 | 680 | 0.0195 | 0.4868 | 0.9735 | 0.9735 | nan | 0.9735 | 0.0 | 0.9735 | +| 0.0194 | 4.2169 | 700 | 0.0183 | 0.4860 | 0.9719 | 0.9719 | nan | 0.9719 | 0.0 | 0.9719 | +| 0.0186 | 4.3373 | 720 | 0.0179 | 0.4855 | 0.9709 | 0.9709 | nan | 0.9709 | 0.0 | 0.9709 | +| 0.0182 | 4.4578 | 740 | 0.0173 | 0.4831 | 0.9662 | 0.9662 | nan | 0.9662 | 0.0 | 0.9662 | +| 0.018 | 4.5783 | 760 | 0.0171 | 0.4782 | 0.9564 | 0.9564 | nan | 0.9564 | 0.0 | 0.9564 | +| 0.0155 | 4.6988 | 780 | 0.0163 | 0.4829 | 0.9657 | 0.9657 | nan | 0.9657 | 0.0 | 0.9657 | +| 0.0173 | 4.8193 | 800 | 0.0161 | 0.4804 | 0.9608 | 0.9608 | nan | 0.9608 | 0.0 | 0.9608 | +| 0.0171 | 4.9398 | 820 | 0.0160 | 0.4810 | 0.9620 | 0.9620 | nan | 0.9620 | 0.0 | 0.9620 | +| 0.0164 | 5.0602 | 840 | 0.0161 | 0.4856 | 0.9713 | 0.9713 | nan | 0.9713 | 0.0 | 0.9713 | +| 0.0178 | 5.1807 | 860 | 0.0156 | 0.4847 | 0.9693 | 0.9693 | nan | 0.9693 | 0.0 | 0.9693 | +| 0.0195 | 5.3012 | 880 | 0.0163 | 0.4869 | 0.9739 | 0.9739 | nan | 0.9739 | 0.0 | 0.9739 | +| 0.0182 | 5.4217 | 900 | 0.0157 | 0.4758 | 0.9517 | 0.9517 | nan | 0.9517 | 0.0 | 0.9517 | +| 0.0158 | 5.5422 | 920 | 0.0153 | 0.4841 | 0.9682 | 0.9682 | nan | 0.9682 | 0.0 | 0.9682 | +| 0.016 | 5.6627 | 940 | 0.0149 | 0.4823 | 0.9646 | 0.9646 | nan | 0.9646 | 0.0 | 0.9646 | +| 0.0155 | 5.7831 | 960 | 0.0145 | 0.4840 | 0.9680 | 0.9680 | nan | 0.9680 | 0.0 | 0.9680 | +| 0.0153 | 5.9036 | 980 | 0.0142 | 0.4817 | 0.9634 | 0.9634 | nan | 0.9634 | 0.0 | 0.9634 | +| 0.0149 | 6.0241 | 1000 | 0.0145 | 0.4826 | 0.9652 | 0.9652 | nan | 0.9652 | 0.0 | 0.9652 | +| 0.0132 | 6.1446 | 1020 | 0.0142 | 0.4845 | 0.9690 | 0.9690 | nan | 0.9690 | 0.0 | 0.9690 | +| 0.0157 | 6.2651 | 1040 | 0.0142 | 0.4877 | 0.9754 | 0.9754 | nan | 0.9754 | 0.0 | 0.9754 | +| 0.0139 | 6.3855 | 1060 | 0.0133 | 0.4823 | 0.9647 | 0.9647 | nan | 0.9647 | 0.0 | 0.9647 | +| 0.0151 | 6.5060 | 1080 | 0.0135 | 0.4820 | 0.9641 | 0.9641 | nan | 0.9641 | 0.0 | 0.9641 | +| 0.0123 | 6.6265 | 1100 | 0.0135 | 0.4866 | 0.9732 | 0.9732 | nan | 0.9732 | 0.0 | 0.9732 | +| 0.0132 | 6.7470 | 1120 | 0.0132 | 0.4850 | 0.9699 | 0.9699 | nan | 0.9699 | 0.0 | 0.9699 | +| 0.0137 | 6.8675 | 1140 | 0.0134 | 0.4790 | 0.9580 | 0.9580 | nan | 0.9580 | 0.0 | 0.9580 | +| 0.0139 | 6.9880 | 1160 | 0.0133 | 0.4856 | 0.9712 | 0.9712 | nan | 0.9712 | 0.0 | 0.9712 | +| 0.0114 | 7.1084 | 1180 | 0.0141 | 0.4891 | 0.9783 | 0.9783 | nan | 0.9783 | 0.0 | 0.9783 | +| 0.015 | 7.2289 | 1200 | 0.0132 | 0.4805 | 0.9611 | 0.9611 | nan | 0.9611 | 0.0 | 0.9611 | +| 0.0151 | 7.3494 | 1220 | 0.0127 | 0.4849 | 0.9699 | 0.9699 | nan | 0.9699 | 0.0 | 0.9699 | +| 0.0138 | 7.4699 | 1240 | 0.0128 | 0.4858 | 0.9715 | 0.9715 | nan | 0.9715 | 0.0 | 0.9715 | +| 0.0208 | 7.5904 | 1260 | 0.0131 | 0.4859 | 0.9718 | 0.9718 | nan | 0.9718 | 0.0 | 0.9718 | +| 0.0141 | 7.7108 | 1280 | 0.0139 | 0.4836 | 0.9671 | 0.9671 | nan | 0.9671 | 0.0 | 0.9671 | +| 0.0129 | 7.8313 | 1300 | 0.0124 | 0.4850 | 0.9701 | 0.9701 | nan | 0.9701 | 0.0 | 0.9701 | +| 0.0127 | 7.9518 | 1320 | 0.0123 | 0.4894 | 0.9788 | 0.9788 | nan | 0.9788 | 0.0 | 0.9788 | +| 0.0113 | 8.0723 | 1340 | 0.0119 | 0.4846 | 0.9692 | 0.9692 | nan | 0.9692 | 0.0 | 0.9692 | +| 0.0119 | 8.1928 | 1360 | 0.0122 | 0.4880 | 0.9761 | 0.9761 | nan | 0.9761 | 0.0 | 0.9761 | +| 0.0115 | 8.3133 | 1380 | 0.0116 | 0.4853 | 0.9707 | 0.9707 | nan | 0.9707 | 0.0 | 0.9707 | +| 0.01 | 8.4337 | 1400 | 0.0117 | 0.4858 | 0.9715 | 0.9715 | nan | 0.9715 | 0.0 | 0.9715 | +| 0.015 | 8.5542 | 1420 | 0.0119 | 0.4825 | 0.9650 | 0.9650 | nan | 0.9650 | 0.0 | 0.9650 | +| 0.0114 | 8.6747 | 1440 | 0.0118 | 0.4880 | 0.9760 | 0.9760 | nan | 0.9760 | 0.0 | 0.9760 | +| 0.0147 | 8.7952 | 1460 | 0.0116 | 0.4862 | 0.9723 | 0.9723 | nan | 0.9723 | 0.0 | 0.9723 | +| 0.0111 | 8.9157 | 1480 | 0.0123 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.01 | 9.0361 | 1500 | 0.0114 | 0.4835 | 0.9671 | 0.9671 | nan | 0.9671 | 0.0 | 0.9671 | +| 0.0113 | 9.1566 | 1520 | 0.0113 | 0.4888 | 0.9776 | 0.9776 | nan | 0.9776 | 0.0 | 0.9776 | +| 0.0127 | 9.2771 | 1540 | 0.0111 | 0.4861 | 0.9722 | 0.9722 | nan | 0.9722 | 0.0 | 0.9722 | +| 0.0105 | 9.3976 | 1560 | 0.0112 | 0.4866 | 0.9733 | 0.9733 | nan | 0.9733 | 0.0 | 0.9733 | +| 0.011 | 9.5181 | 1580 | 0.0113 | 0.4895 | 0.9789 | 0.9789 | nan | 0.9789 | 0.0 | 0.9789 | +| 0.0128 | 9.6386 | 1600 | 0.0112 | 0.4836 | 0.9673 | 0.9673 | nan | 0.9673 | 0.0 | 0.9673 | +| 0.0111 | 9.7590 | 1620 | 0.0110 | 0.4867 | 0.9734 | 0.9734 | nan | 0.9734 | 0.0 | 0.9734 | +| 0.0093 | 9.8795 | 1640 | 0.0114 | 0.4844 | 0.9688 | 0.9688 | nan | 0.9688 | 0.0 | 0.9688 | +| 0.0106 | 10.0 | 1660 | 0.0116 | 0.4890 | 0.9781 | 0.9781 | nan | 0.9781 | 0.0 | 0.9781 | +| 0.0117 | 10.1205 | 1680 | 0.0109 | 0.4851 | 0.9702 | 0.9702 | nan | 0.9702 | 0.0 | 0.9702 | +| 0.0123 | 10.2410 | 1700 | 0.0112 | 0.4847 | 0.9693 | 0.9693 | nan | 0.9693 | 0.0 | 0.9693 | +| 0.0126 | 10.3614 | 1720 | 0.0109 | 0.4834 | 0.9667 | 0.9667 | nan | 0.9667 | 0.0 | 0.9667 | +| 0.0107 | 10.4819 | 1740 | 0.0111 | 0.4882 | 0.9765 | 0.9765 | nan | 0.9765 | 0.0 | 0.9765 | +| 0.0113 | 10.6024 | 1760 | 0.0105 | 0.4867 | 0.9734 | 0.9734 | nan | 0.9734 | 0.0 | 0.9734 | +| 0.0111 | 10.7229 | 1780 | 0.0105 | 0.4860 | 0.9720 | 0.9720 | nan | 0.9720 | 0.0 | 0.9720 | +| 0.0102 | 10.8434 | 1800 | 0.0105 | 0.4862 | 0.9723 | 0.9723 | nan | 0.9723 | 0.0 | 0.9723 | +| 0.011 | 10.9639 | 1820 | 0.0104 | 0.4848 | 0.9696 | 0.9696 | nan | 0.9696 | 0.0 | 0.9696 | +| 0.0105 | 11.0843 | 1840 | 0.0104 | 0.4849 | 0.9698 | 0.9698 | nan | 0.9698 | 0.0 | 0.9698 | +| 0.0108 | 11.2048 | 1860 | 0.0104 | 0.4867 | 0.9734 | 0.9734 | nan | 0.9734 | 0.0 | 0.9734 | +| 0.0116 | 11.3253 | 1880 | 0.0103 | 0.4873 | 0.9745 | 0.9745 | nan | 0.9745 | 0.0 | 0.9745 | +| 0.0092 | 11.4458 | 1900 | 0.0107 | 0.4886 | 0.9772 | 0.9772 | nan | 0.9772 | 0.0 | 0.9772 | +| 0.0102 | 11.5663 | 1920 | 0.0104 | 0.4851 | 0.9701 | 0.9701 | nan | 0.9701 | 0.0 | 0.9701 | +| 0.0115 | 11.6867 | 1940 | 0.0102 | 0.4882 | 0.9765 | 0.9765 | nan | 0.9765 | 0.0 | 0.9765 | +| 0.0091 | 11.8072 | 1960 | 0.0103 | 0.4882 | 0.9764 | 0.9764 | nan | 0.9764 | 0.0 | 0.9764 | +| 0.0116 | 11.9277 | 1980 | 0.0103 | 0.4842 | 0.9683 | 0.9683 | nan | 0.9683 | 0.0 | 0.9683 | +| 0.0094 | 12.0482 | 2000 | 0.0110 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0091 | 12.1687 | 2020 | 0.0100 | 0.4860 | 0.9719 | 0.9719 | nan | 0.9719 | 0.0 | 0.9719 | +| 0.0109 | 12.2892 | 2040 | 0.0104 | 0.4874 | 0.9749 | 0.9749 | nan | 0.9749 | 0.0 | 0.9749 | +| 0.0101 | 12.4096 | 2060 | 0.0100 | 0.4849 | 0.9698 | 0.9698 | nan | 0.9698 | 0.0 | 0.9698 | +| 0.0103 | 12.5301 | 2080 | 0.0100 | 0.4882 | 0.9763 | 0.9763 | nan | 0.9763 | 0.0 | 0.9763 | +| 0.0085 | 12.6506 | 2100 | 0.0101 | 0.4889 | 0.9778 | 0.9778 | nan | 0.9778 | 0.0 | 0.9778 | +| 0.0091 | 12.7711 | 2120 | 0.0099 | 0.4880 | 0.9759 | 0.9759 | nan | 0.9759 | 0.0 | 0.9759 | +| 0.01 | 12.8916 | 2140 | 0.0098 | 0.4898 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.008 | 13.0120 | 2160 | 0.0098 | 0.4864 | 0.9728 | 0.9728 | nan | 0.9728 | 0.0 | 0.9728 | +| 0.009 | 13.1325 | 2180 | 0.0098 | 0.4853 | 0.9706 | 0.9706 | nan | 0.9706 | 0.0 | 0.9706 | +| 0.0096 | 13.2530 | 2200 | 0.0096 | 0.4857 | 0.9714 | 0.9714 | nan | 0.9714 | 0.0 | 0.9714 | +| 0.0098 | 13.3735 | 2220 | 0.0095 | 0.4879 | 0.9757 | 0.9757 | nan | 0.9757 | 0.0 | 0.9757 | +| 0.0091 | 13.4940 | 2240 | 0.0095 | 0.4867 | 0.9735 | 0.9735 | nan | 0.9735 | 0.0 | 0.9735 | +| 0.0083 | 13.6145 | 2260 | 0.0098 | 0.4846 | 0.9692 | 0.9692 | nan | 0.9692 | 0.0 | 0.9692 | +| 0.0089 | 13.7349 | 2280 | 0.0096 | 0.4887 | 0.9774 | 0.9774 | nan | 0.9774 | 0.0 | 0.9774 | +| 0.0105 | 13.8554 | 2300 | 0.0098 | 0.4849 | 0.9698 | 0.9698 | nan | 0.9698 | 0.0 | 0.9698 | +| 0.0094 | 13.9759 | 2320 | 0.0098 | 0.4893 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0094 | 14.0964 | 2340 | 0.0098 | 0.4892 | 0.9785 | 0.9785 | nan | 0.9785 | 0.0 | 0.9785 | +| 0.008 | 14.2169 | 2360 | 0.0095 | 0.4873 | 0.9746 | 0.9746 | nan | 0.9746 | 0.0 | 0.9746 | +| 0.0086 | 14.3373 | 2380 | 0.0094 | 0.4876 | 0.9752 | 0.9752 | nan | 0.9752 | 0.0 | 0.9752 | +| 0.0094 | 14.4578 | 2400 | 0.0096 | 0.4881 | 0.9762 | 0.9762 | nan | 0.9762 | 0.0 | 0.9762 | +| 0.0087 | 14.5783 | 2420 | 0.0097 | 0.4891 | 0.9781 | 0.9781 | nan | 0.9781 | 0.0 | 0.9781 | +| 0.0153 | 14.6988 | 2440 | 0.0096 | 0.4890 | 0.9780 | 0.9780 | nan | 0.9780 | 0.0 | 0.9780 | +| 0.0089 | 14.8193 | 2460 | 0.0101 | 0.4851 | 0.9702 | 0.9702 | nan | 0.9702 | 0.0 | 0.9702 | +| 0.0093 | 14.9398 | 2480 | 0.0095 | 0.4866 | 0.9731 | 0.9731 | nan | 0.9731 | 0.0 | 0.9731 | +| 0.0094 | 15.0602 | 2500 | 0.0095 | 0.4895 | 0.9790 | 0.9790 | nan | 0.9790 | 0.0 | 0.9790 | +| 0.0087 | 15.1807 | 2520 | 0.0096 | 0.4897 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.008 | 15.3012 | 2540 | 0.0092 | 0.4871 | 0.9743 | 0.9743 | nan | 0.9743 | 0.0 | 0.9743 | +| 0.0083 | 15.4217 | 2560 | 0.0093 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.009 | 15.5422 | 2580 | 0.0097 | 0.4883 | 0.9766 | 0.9766 | nan | 0.9766 | 0.0 | 0.9766 | +| 0.0129 | 15.6627 | 2600 | 0.0096 | 0.4863 | 0.9727 | 0.9727 | nan | 0.9727 | 0.0 | 0.9727 | +| 0.0086 | 15.7831 | 2620 | 0.0094 | 0.4855 | 0.9710 | 0.9710 | nan | 0.9710 | 0.0 | 0.9710 | +| 0.0072 | 15.9036 | 2640 | 0.0097 | 0.4859 | 0.9718 | 0.9718 | nan | 0.9718 | 0.0 | 0.9718 | +| 0.0074 | 16.0241 | 2660 | 0.0095 | 0.4887 | 0.9774 | 0.9774 | nan | 0.9774 | 0.0 | 0.9774 | +| 0.0099 | 16.1446 | 2680 | 0.0106 | 0.4836 | 0.9671 | 0.9671 | nan | 0.9671 | 0.0 | 0.9671 | +| 0.0082 | 16.2651 | 2700 | 0.0098 | 0.4851 | 0.9702 | 0.9702 | nan | 0.9702 | 0.0 | 0.9702 | +| 0.0085 | 16.3855 | 2720 | 0.0091 | 0.4882 | 0.9764 | 0.9764 | nan | 0.9764 | 0.0 | 0.9764 | +| 0.0076 | 16.5060 | 2740 | 0.0093 | 0.4858 | 0.9716 | 0.9716 | nan | 0.9716 | 0.0 | 0.9716 | +| 0.0072 | 16.6265 | 2760 | 0.0096 | 0.4882 | 0.9764 | 0.9764 | nan | 0.9764 | 0.0 | 0.9764 | +| 0.0092 | 16.7470 | 2780 | 0.0095 | 0.4840 | 0.9681 | 0.9681 | nan | 0.9681 | 0.0 | 0.9681 | +| 0.0091 | 16.8675 | 2800 | 0.0098 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0085 | 16.9880 | 2820 | 0.0091 | 0.4894 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0081 | 17.1084 | 2840 | 0.0091 | 0.4879 | 0.9758 | 0.9758 | nan | 0.9758 | 0.0 | 0.9758 | +| 0.0089 | 17.2289 | 2860 | 0.0092 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0083 | 17.3494 | 2880 | 0.0093 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0082 | 17.4699 | 2900 | 0.0090 | 0.4865 | 0.9730 | 0.9730 | nan | 0.9730 | 0.0 | 0.9730 | +| 0.0079 | 17.5904 | 2920 | 0.0090 | 0.4889 | 0.9778 | 0.9778 | nan | 0.9778 | 0.0 | 0.9778 | +| 0.0092 | 17.7108 | 2940 | 0.0090 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0081 | 17.8313 | 2960 | 0.0090 | 0.4889 | 0.9779 | 0.9779 | nan | 0.9779 | 0.0 | 0.9779 | +| 0.0088 | 17.9518 | 2980 | 0.0089 | 0.4874 | 0.9748 | 0.9748 | nan | 0.9748 | 0.0 | 0.9748 | +| 0.0069 | 18.0723 | 3000 | 0.0091 | 0.4867 | 0.9734 | 0.9734 | nan | 0.9734 | 0.0 | 0.9734 | +| 0.0083 | 18.1928 | 3020 | 0.0092 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0076 | 18.3133 | 3040 | 0.0092 | 0.4870 | 0.9739 | 0.9739 | nan | 0.9739 | 0.0 | 0.9739 | +| 0.0082 | 18.4337 | 3060 | 0.0098 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0073 | 18.5542 | 3080 | 0.0090 | 0.4863 | 0.9726 | 0.9726 | nan | 0.9726 | 0.0 | 0.9726 | +| 0.0082 | 18.6747 | 3100 | 0.0089 | 0.4881 | 0.9761 | 0.9761 | nan | 0.9761 | 0.0 | 0.9761 | +| 0.0078 | 18.7952 | 3120 | 0.0090 | 0.4889 | 0.9778 | 0.9778 | nan | 0.9778 | 0.0 | 0.9778 | +| 0.0067 | 18.9157 | 3140 | 0.0091 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0071 | 19.0361 | 3160 | 0.0088 | 0.4893 | 0.9785 | 0.9785 | nan | 0.9785 | 0.0 | 0.9785 | +| 0.0063 | 19.1566 | 3180 | 0.0089 | 0.4890 | 0.9779 | 0.9779 | nan | 0.9779 | 0.0 | 0.9779 | +| 0.0071 | 19.2771 | 3200 | 0.0090 | 0.4889 | 0.9777 | 0.9777 | nan | 0.9777 | 0.0 | 0.9777 | +| 0.0061 | 19.3976 | 3220 | 0.0089 | 0.4868 | 0.9736 | 0.9736 | nan | 0.9736 | 0.0 | 0.9736 | +| 0.01 | 19.5181 | 3240 | 0.0093 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0097 | 19.6386 | 3260 | 0.0087 | 0.4891 | 0.9781 | 0.9781 | nan | 0.9781 | 0.0 | 0.9781 | +| 0.0073 | 19.7590 | 3280 | 0.0087 | 0.4871 | 0.9741 | 0.9741 | nan | 0.9741 | 0.0 | 0.9741 | +| 0.0092 | 19.8795 | 3300 | 0.0088 | 0.4876 | 0.9751 | 0.9751 | nan | 0.9751 | 0.0 | 0.9751 | +| 0.0068 | 20.0 | 3320 | 0.0088 | 0.4889 | 0.9779 | 0.9779 | nan | 0.9779 | 0.0 | 0.9779 | +| 0.0074 | 20.1205 | 3340 | 0.0090 | 0.4882 | 0.9765 | 0.9765 | nan | 0.9765 | 0.0 | 0.9765 | +| 0.0092 | 20.2410 | 3360 | 0.0090 | 0.4857 | 0.9714 | 0.9714 | nan | 0.9714 | 0.0 | 0.9714 | +| 0.008 | 20.3614 | 3380 | 0.0088 | 0.4880 | 0.9760 | 0.9760 | nan | 0.9760 | 0.0 | 0.9760 | +| 0.0094 | 20.4819 | 3400 | 0.0088 | 0.4874 | 0.9748 | 0.9748 | nan | 0.9748 | 0.0 | 0.9748 | +| 0.0081 | 20.6024 | 3420 | 0.0090 | 0.4883 | 0.9765 | 0.9765 | nan | 0.9765 | 0.0 | 0.9765 | +| 0.0064 | 20.7229 | 3440 | 0.0087 | 0.4879 | 0.9757 | 0.9757 | nan | 0.9757 | 0.0 | 0.9757 | +| 0.008 | 20.8434 | 3460 | 0.0089 | 0.4860 | 0.9720 | 0.9720 | nan | 0.9720 | 0.0 | 0.9720 | +| 0.0073 | 20.9639 | 3480 | 0.0092 | 0.4918 | 0.9837 | 0.9837 | nan | 0.9837 | 0.0 | 0.9837 | +| 0.007 | 21.0843 | 3500 | 0.0086 | 0.4897 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0077 | 21.2048 | 3520 | 0.0089 | 0.4864 | 0.9728 | 0.9728 | nan | 0.9728 | 0.0 | 0.9728 | +| 0.007 | 21.3253 | 3540 | 0.0088 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0063 | 21.4458 | 3560 | 0.0086 | 0.4875 | 0.9751 | 0.9751 | nan | 0.9751 | 0.0 | 0.9751 | +| 0.0083 | 21.5663 | 3580 | 0.0085 | 0.4882 | 0.9763 | 0.9763 | nan | 0.9763 | 0.0 | 0.9763 | +| 0.0068 | 21.6867 | 3600 | 0.0089 | 0.4882 | 0.9765 | 0.9765 | nan | 0.9765 | 0.0 | 0.9765 | +| 0.0075 | 21.8072 | 3620 | 0.0089 | 0.4856 | 0.9711 | 0.9711 | nan | 0.9711 | 0.0 | 0.9711 | +| 0.0087 | 21.9277 | 3640 | 0.0088 | 0.4871 | 0.9742 | 0.9742 | nan | 0.9742 | 0.0 | 0.9742 | +| 0.0069 | 22.0482 | 3660 | 0.0087 | 0.4884 | 0.9769 | 0.9769 | nan | 0.9769 | 0.0 | 0.9769 | +| 0.0061 | 22.1687 | 3680 | 0.0084 | 0.4890 | 0.9780 | 0.9780 | nan | 0.9780 | 0.0 | 0.9780 | +| 0.0077 | 22.2892 | 3700 | 0.0084 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.007 | 22.4096 | 3720 | 0.0088 | 0.4890 | 0.9780 | 0.9780 | nan | 0.9780 | 0.0 | 0.9780 | +| 0.0079 | 22.5301 | 3740 | 0.0084 | 0.4897 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.007 | 22.6506 | 3760 | 0.0086 | 0.4863 | 0.9727 | 0.9727 | nan | 0.9727 | 0.0 | 0.9727 | +| 0.0082 | 22.7711 | 3780 | 0.0083 | 0.4891 | 0.9782 | 0.9782 | nan | 0.9782 | 0.0 | 0.9782 | +| 0.0084 | 22.8916 | 3800 | 0.0090 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.008 | 23.0120 | 3820 | 0.0090 | 0.4854 | 0.9707 | 0.9707 | nan | 0.9707 | 0.0 | 0.9707 | +| 0.0069 | 23.1325 | 3840 | 0.0083 | 0.4893 | 0.9786 | 0.9786 | nan | 0.9786 | 0.0 | 0.9786 | +| 0.0067 | 23.2530 | 3860 | 0.0084 | 0.4894 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0083 | 23.3735 | 3880 | 0.0088 | 0.4889 | 0.9779 | 0.9779 | nan | 0.9779 | 0.0 | 0.9779 | +| 0.0066 | 23.4940 | 3900 | 0.0085 | 0.4872 | 0.9745 | 0.9745 | nan | 0.9745 | 0.0 | 0.9745 | +| 0.0077 | 23.6145 | 3920 | 0.0083 | 0.4888 | 0.9776 | 0.9776 | nan | 0.9776 | 0.0 | 0.9776 | +| 0.0069 | 23.7349 | 3940 | 0.0086 | 0.4891 | 0.9782 | 0.9782 | nan | 0.9782 | 0.0 | 0.9782 | +| 0.0065 | 23.8554 | 3960 | 0.0085 | 0.4880 | 0.9759 | 0.9759 | nan | 0.9759 | 0.0 | 0.9759 | +| 0.0078 | 23.9759 | 3980 | 0.0086 | 0.4882 | 0.9764 | 0.9764 | nan | 0.9764 | 0.0 | 0.9764 | +| 0.0067 | 24.0964 | 4000 | 0.0086 | 0.4885 | 0.9771 | 0.9771 | nan | 0.9771 | 0.0 | 0.9771 | +| 0.0064 | 24.2169 | 4020 | 0.0086 | 0.4879 | 0.9758 | 0.9758 | nan | 0.9758 | 0.0 | 0.9758 | +| 0.0067 | 24.3373 | 4040 | 0.0084 | 0.4869 | 0.9739 | 0.9739 | nan | 0.9739 | 0.0 | 0.9739 | +| 0.008 | 24.4578 | 4060 | 0.0084 | 0.4872 | 0.9743 | 0.9743 | nan | 0.9743 | 0.0 | 0.9743 | +| 0.0068 | 24.5783 | 4080 | 0.0083 | 0.4899 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0088 | 24.6988 | 4100 | 0.0091 | 0.4846 | 0.9693 | 0.9693 | nan | 0.9693 | 0.0 | 0.9693 | +| 0.0083 | 24.8193 | 4120 | 0.0089 | 0.4863 | 0.9725 | 0.9725 | nan | 0.9725 | 0.0 | 0.9725 | +| 0.0062 | 24.9398 | 4140 | 0.0089 | 0.4863 | 0.9725 | 0.9725 | nan | 0.9725 | 0.0 | 0.9725 | +| 0.0076 | 25.0602 | 4160 | 0.0089 | 0.4895 | 0.9789 | 0.9789 | nan | 0.9789 | 0.0 | 0.9789 | +| 0.0066 | 25.1807 | 4180 | 0.0088 | 0.4885 | 0.9770 | 0.9770 | nan | 0.9770 | 0.0 | 0.9770 | +| 0.0082 | 25.3012 | 4200 | 0.0085 | 0.4886 | 0.9772 | 0.9772 | nan | 0.9772 | 0.0 | 0.9772 | +| 0.0065 | 25.4217 | 4220 | 0.0088 | 0.4855 | 0.9710 | 0.9710 | nan | 0.9710 | 0.0 | 0.9710 | +| 0.0085 | 25.5422 | 4240 | 0.0086 | 0.4879 | 0.9758 | 0.9758 | nan | 0.9758 | 0.0 | 0.9758 | +| 0.0078 | 25.6627 | 4260 | 0.0085 | 0.4885 | 0.9770 | 0.9770 | nan | 0.9770 | 0.0 | 0.9770 | +| 0.0069 | 25.7831 | 4280 | 0.0083 | 0.4886 | 0.9772 | 0.9772 | nan | 0.9772 | 0.0 | 0.9772 | +| 0.0072 | 25.9036 | 4300 | 0.0084 | 0.4869 | 0.9739 | 0.9739 | nan | 0.9739 | 0.0 | 0.9739 | +| 0.007 | 26.0241 | 4320 | 0.0085 | 0.4866 | 0.9732 | 0.9732 | nan | 0.9732 | 0.0 | 0.9732 | +| 0.007 | 26.1446 | 4340 | 0.0085 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.006 | 26.2651 | 4360 | 0.0087 | 0.4886 | 0.9773 | 0.9773 | nan | 0.9773 | 0.0 | 0.9773 | +| 0.0085 | 26.3855 | 4380 | 0.0085 | 0.4897 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0069 | 26.5060 | 4400 | 0.0083 | 0.4880 | 0.9759 | 0.9759 | nan | 0.9759 | 0.0 | 0.9759 | +| 0.0076 | 26.6265 | 4420 | 0.0084 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0077 | 26.7470 | 4440 | 0.0085 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0083 | 26.8675 | 4460 | 0.0082 | 0.4887 | 0.9773 | 0.9773 | nan | 0.9773 | 0.0 | 0.9773 | +| 0.007 | 26.9880 | 4480 | 0.0083 | 0.4871 | 0.9742 | 0.9742 | nan | 0.9742 | 0.0 | 0.9742 | +| 0.0078 | 27.1084 | 4500 | 0.0083 | 0.4896 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0051 | 27.2289 | 4520 | 0.0081 | 0.4887 | 0.9775 | 0.9775 | nan | 0.9775 | 0.0 | 0.9775 | +| 0.0099 | 27.3494 | 4540 | 0.0087 | 0.4890 | 0.9780 | 0.9780 | nan | 0.9780 | 0.0 | 0.9780 | +| 0.006 | 27.4699 | 4560 | 0.0089 | 0.4871 | 0.9742 | 0.9742 | nan | 0.9742 | 0.0 | 0.9742 | +| 0.0058 | 27.5904 | 4580 | 0.0083 | 0.4889 | 0.9778 | 0.9778 | nan | 0.9778 | 0.0 | 0.9778 | +| 0.0067 | 27.7108 | 4600 | 0.0084 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.007 | 27.8313 | 4620 | 0.0084 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0062 | 27.9518 | 4640 | 0.0083 | 0.4894 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0074 | 28.0723 | 4660 | 0.0082 | 0.4890 | 0.9779 | 0.9779 | nan | 0.9779 | 0.0 | 0.9779 | +| 0.0081 | 28.1928 | 4680 | 0.0083 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.0072 | 28.3133 | 4700 | 0.0083 | 0.4892 | 0.9783 | 0.9783 | nan | 0.9783 | 0.0 | 0.9783 | +| 0.0077 | 28.4337 | 4720 | 0.0082 | 0.4869 | 0.9738 | 0.9738 | nan | 0.9738 | 0.0 | 0.9738 | +| 0.0058 | 28.5542 | 4740 | 0.0082 | 0.4880 | 0.9759 | 0.9759 | nan | 0.9759 | 0.0 | 0.9759 | +| 0.0069 | 28.6747 | 4760 | 0.0082 | 0.4895 | 0.9790 | 0.9790 | nan | 0.9790 | 0.0 | 0.9790 | +| 0.0073 | 28.7952 | 4780 | 0.0084 | 0.4886 | 0.9772 | 0.9772 | nan | 0.9772 | 0.0 | 0.9772 | +| 0.0062 | 28.9157 | 4800 | 0.0083 | 0.4894 | 0.9788 | 0.9788 | nan | 0.9788 | 0.0 | 0.9788 | +| 0.006 | 29.0361 | 4820 | 0.0083 | 0.4883 | 0.9766 | 0.9766 | nan | 0.9766 | 0.0 | 0.9766 | +| 0.0057 | 29.1566 | 4840 | 0.0084 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0069 | 29.2771 | 4860 | 0.0081 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.0064 | 29.3976 | 4880 | 0.0081 | 0.4890 | 0.9780 | 0.9780 | nan | 0.9780 | 0.0 | 0.9780 | +| 0.0059 | 29.5181 | 4900 | 0.0081 | 0.4888 | 0.9777 | 0.9777 | nan | 0.9777 | 0.0 | 0.9777 | +| 0.0067 | 29.6386 | 4920 | 0.0083 | 0.4896 | 0.9792 | 0.9792 | nan | 0.9792 | 0.0 | 0.9792 | +| 0.0059 | 29.7590 | 4940 | 0.0082 | 0.4892 | 0.9784 | 0.9784 | nan | 0.9784 | 0.0 | 0.9784 | +| 0.0068 | 29.8795 | 4960 | 0.0085 | 0.4913 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0057 | 30.0 | 4980 | 0.0083 | 0.4883 | 0.9765 | 0.9765 | nan | 0.9765 | 0.0 | 0.9765 | +| 0.0065 | 30.1205 | 5000 | 0.0085 | 0.4873 | 0.9746 | 0.9746 | nan | 0.9746 | 0.0 | 0.9746 | +| 0.0055 | 30.2410 | 5020 | 0.0083 | 0.4898 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0063 | 30.3614 | 5040 | 0.0084 | 0.4867 | 0.9735 | 0.9735 | nan | 0.9735 | 0.0 | 0.9735 | +| 0.0059 | 30.4819 | 5060 | 0.0083 | 0.4890 | 0.9780 | 0.9780 | nan | 0.9780 | 0.0 | 0.9780 | +| 0.0066 | 30.6024 | 5080 | 0.0083 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0058 | 30.7229 | 5100 | 0.0080 | 0.4896 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0064 | 30.8434 | 5120 | 0.0085 | 0.4896 | 0.9792 | 0.9792 | nan | 0.9792 | 0.0 | 0.9792 | +| 0.0067 | 30.9639 | 5140 | 0.0084 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0058 | 31.0843 | 5160 | 0.0081 | 0.4899 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0077 | 31.2048 | 5180 | 0.0082 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0068 | 31.3253 | 5200 | 0.0084 | 0.4870 | 0.9741 | 0.9741 | nan | 0.9741 | 0.0 | 0.9741 | +| 0.0067 | 31.4458 | 5220 | 0.0083 | 0.4915 | 0.9831 | 0.9831 | nan | 0.9831 | 0.0 | 0.9831 | +| 0.0069 | 31.5663 | 5240 | 0.0082 | 0.4892 | 0.9785 | 0.9785 | nan | 0.9785 | 0.0 | 0.9785 | +| 0.0081 | 31.6867 | 5260 | 0.0083 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0063 | 31.8072 | 5280 | 0.0084 | 0.4862 | 0.9725 | 0.9725 | nan | 0.9725 | 0.0 | 0.9725 | +| 0.0095 | 31.9277 | 5300 | 0.0083 | 0.4881 | 0.9762 | 0.9762 | nan | 0.9762 | 0.0 | 0.9762 | +| 0.0062 | 32.0482 | 5320 | 0.0081 | 0.4887 | 0.9774 | 0.9774 | nan | 0.9774 | 0.0 | 0.9774 | +| 0.0057 | 32.1687 | 5340 | 0.0082 | 0.4888 | 0.9776 | 0.9776 | nan | 0.9776 | 0.0 | 0.9776 | +| 0.0049 | 32.2892 | 5360 | 0.0082 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0072 | 32.4096 | 5380 | 0.0079 | 0.4889 | 0.9778 | 0.9778 | nan | 0.9778 | 0.0 | 0.9778 | +| 0.006 | 32.5301 | 5400 | 0.0080 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0061 | 32.6506 | 5420 | 0.0081 | 0.4894 | 0.9788 | 0.9788 | nan | 0.9788 | 0.0 | 0.9788 | +| 0.0052 | 32.7711 | 5440 | 0.0080 | 0.4887 | 0.9775 | 0.9775 | nan | 0.9775 | 0.0 | 0.9775 | +| 0.0073 | 32.8916 | 5460 | 0.0083 | 0.4889 | 0.9779 | 0.9779 | nan | 0.9779 | 0.0 | 0.9779 | +| 0.0063 | 33.0120 | 5480 | 0.0081 | 0.4886 | 0.9773 | 0.9773 | nan | 0.9773 | 0.0 | 0.9773 | +| 0.0065 | 33.1325 | 5500 | 0.0080 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0057 | 33.2530 | 5520 | 0.0079 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0064 | 33.3735 | 5540 | 0.0083 | 0.4894 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0075 | 33.4940 | 5560 | 0.0083 | 0.4917 | 0.9835 | 0.9835 | nan | 0.9835 | 0.0 | 0.9835 | +| 0.0046 | 33.6145 | 5580 | 0.0082 | 0.4882 | 0.9763 | 0.9763 | nan | 0.9763 | 0.0 | 0.9763 | +| 0.0095 | 33.7349 | 5600 | 0.0082 | 0.4858 | 0.9717 | 0.9717 | nan | 0.9717 | 0.0 | 0.9717 | +| 0.0081 | 33.8554 | 5620 | 0.0080 | 0.4897 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0056 | 33.9759 | 5640 | 0.0081 | 0.4874 | 0.9747 | 0.9747 | nan | 0.9747 | 0.0 | 0.9747 | +| 0.0062 | 34.0964 | 5660 | 0.0082 | 0.4879 | 0.9758 | 0.9758 | nan | 0.9758 | 0.0 | 0.9758 | +| 0.0063 | 34.2169 | 5680 | 0.0078 | 0.4895 | 0.9790 | 0.9790 | nan | 0.9790 | 0.0 | 0.9790 | +| 0.0047 | 34.3373 | 5700 | 0.0081 | 0.4882 | 0.9764 | 0.9764 | nan | 0.9764 | 0.0 | 0.9764 | +| 0.0064 | 34.4578 | 5720 | 0.0081 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.0062 | 34.5783 | 5740 | 0.0081 | 0.4915 | 0.9830 | 0.9830 | nan | 0.9830 | 0.0 | 0.9830 | +| 0.0064 | 34.6988 | 5760 | 0.0081 | 0.4881 | 0.9762 | 0.9762 | nan | 0.9762 | 0.0 | 0.9762 | +| 0.0068 | 34.8193 | 5780 | 0.0080 | 0.4893 | 0.9786 | 0.9786 | nan | 0.9786 | 0.0 | 0.9786 | +| 0.0058 | 34.9398 | 5800 | 0.0083 | 0.4869 | 0.9737 | 0.9737 | nan | 0.9737 | 0.0 | 0.9737 | +| 0.0057 | 35.0602 | 5820 | 0.0079 | 0.4894 | 0.9789 | 0.9789 | nan | 0.9789 | 0.0 | 0.9789 | +| 0.0051 | 35.1807 | 5840 | 0.0079 | 0.4888 | 0.9777 | 0.9777 | nan | 0.9777 | 0.0 | 0.9777 | +| 0.0066 | 35.3012 | 5860 | 0.0080 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0065 | 35.4217 | 5880 | 0.0083 | 0.4861 | 0.9722 | 0.9722 | nan | 0.9722 | 0.0 | 0.9722 | +| 0.0059 | 35.5422 | 5900 | 0.0081 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.0069 | 35.6627 | 5920 | 0.0080 | 0.4895 | 0.9789 | 0.9789 | nan | 0.9789 | 0.0 | 0.9789 | +| 0.0056 | 35.7831 | 5940 | 0.0080 | 0.4875 | 0.9750 | 0.9750 | nan | 0.9750 | 0.0 | 0.9750 | +| 0.0076 | 35.9036 | 5960 | 0.0084 | 0.4887 | 0.9773 | 0.9773 | nan | 0.9773 | 0.0 | 0.9773 | +| 0.0056 | 36.0241 | 5980 | 0.0081 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0065 | 36.1446 | 6000 | 0.0082 | 0.4878 | 0.9757 | 0.9757 | nan | 0.9757 | 0.0 | 0.9757 | +| 0.005 | 36.2651 | 6020 | 0.0079 | 0.4891 | 0.9783 | 0.9783 | nan | 0.9783 | 0.0 | 0.9783 | +| 0.0058 | 36.3855 | 6040 | 0.0078 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0065 | 36.5060 | 6060 | 0.0082 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0059 | 36.6265 | 6080 | 0.0081 | 0.4885 | 0.9771 | 0.9771 | nan | 0.9771 | 0.0 | 0.9771 | +| 0.006 | 36.7470 | 6100 | 0.0082 | 0.4893 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0067 | 36.8675 | 6120 | 0.0084 | 0.4880 | 0.9759 | 0.9759 | nan | 0.9759 | 0.0 | 0.9759 | +| 0.0045 | 36.9880 | 6140 | 0.0081 | 0.4894 | 0.9788 | 0.9788 | nan | 0.9788 | 0.0 | 0.9788 | +| 0.0054 | 37.1084 | 6160 | 0.0081 | 0.4884 | 0.9769 | 0.9769 | nan | 0.9769 | 0.0 | 0.9769 | +| 0.0067 | 37.2289 | 6180 | 0.0081 | 0.4883 | 0.9766 | 0.9766 | nan | 0.9766 | 0.0 | 0.9766 | +| 0.0062 | 37.3494 | 6200 | 0.0079 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0061 | 37.4699 | 6220 | 0.0080 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.0057 | 37.5904 | 6240 | 0.0085 | 0.4882 | 0.9765 | 0.9765 | nan | 0.9765 | 0.0 | 0.9765 | +| 0.0062 | 37.7108 | 6260 | 0.0080 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0073 | 37.8313 | 6280 | 0.0082 | 0.4871 | 0.9742 | 0.9742 | nan | 0.9742 | 0.0 | 0.9742 | +| 0.0059 | 37.9518 | 6300 | 0.0080 | 0.4882 | 0.9764 | 0.9764 | nan | 0.9764 | 0.0 | 0.9764 | +| 0.0062 | 38.0723 | 6320 | 0.0082 | 0.4923 | 0.9847 | 0.9847 | nan | 0.9847 | 0.0 | 0.9847 | +| 0.0053 | 38.1928 | 6340 | 0.0080 | 0.4882 | 0.9763 | 0.9763 | nan | 0.9763 | 0.0 | 0.9763 | +| 0.0054 | 38.3133 | 6360 | 0.0081 | 0.4877 | 0.9754 | 0.9754 | nan | 0.9754 | 0.0 | 0.9754 | +| 0.0066 | 38.4337 | 6380 | 0.0080 | 0.4885 | 0.9770 | 0.9770 | nan | 0.9770 | 0.0 | 0.9770 | +| 0.0064 | 38.5542 | 6400 | 0.0084 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0064 | 38.6747 | 6420 | 0.0080 | 0.4889 | 0.9778 | 0.9778 | nan | 0.9778 | 0.0 | 0.9778 | +| 0.0047 | 38.7952 | 6440 | 0.0083 | 0.4876 | 0.9753 | 0.9753 | nan | 0.9753 | 0.0 | 0.9753 | +| 0.0066 | 38.9157 | 6460 | 0.0082 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0054 | 39.0361 | 6480 | 0.0080 | 0.4877 | 0.9755 | 0.9755 | nan | 0.9755 | 0.0 | 0.9755 | +| 0.0061 | 39.1566 | 6500 | 0.0083 | 0.4867 | 0.9735 | 0.9735 | nan | 0.9735 | 0.0 | 0.9735 | +| 0.0056 | 39.2771 | 6520 | 0.0079 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0052 | 39.3976 | 6540 | 0.0079 | 0.4894 | 0.9789 | 0.9789 | nan | 0.9789 | 0.0 | 0.9789 | +| 0.0046 | 39.5181 | 6560 | 0.0080 | 0.4883 | 0.9766 | 0.9766 | nan | 0.9766 | 0.0 | 0.9766 | +| 0.0059 | 39.6386 | 6580 | 0.0079 | 0.4889 | 0.9778 | 0.9778 | nan | 0.9778 | 0.0 | 0.9778 | +| 0.0071 | 39.7590 | 6600 | 0.0080 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.005 | 39.8795 | 6620 | 0.0078 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.0069 | 40.0 | 6640 | 0.0080 | 0.4892 | 0.9785 | 0.9785 | nan | 0.9785 | 0.0 | 0.9785 | +| 0.0055 | 40.1205 | 6660 | 0.0079 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.006 | 40.2410 | 6680 | 0.0080 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.0057 | 40.3614 | 6700 | 0.0082 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.005 | 40.4819 | 6720 | 0.0080 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0061 | 40.6024 | 6740 | 0.0080 | 0.4896 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0049 | 40.7229 | 6760 | 0.0080 | 0.4896 | 0.9792 | 0.9792 | nan | 0.9792 | 0.0 | 0.9792 | +| 0.0057 | 40.8434 | 6780 | 0.0079 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0061 | 40.9639 | 6800 | 0.0080 | 0.4898 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0053 | 41.0843 | 6820 | 0.0077 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0056 | 41.2048 | 6840 | 0.0079 | 0.4871 | 0.9741 | 0.9741 | nan | 0.9741 | 0.0 | 0.9741 | +| 0.0064 | 41.3253 | 6860 | 0.0081 | 0.4922 | 0.9844 | 0.9844 | nan | 0.9844 | 0.0 | 0.9844 | +| 0.0065 | 41.4458 | 6880 | 0.0080 | 0.4892 | 0.9784 | 0.9784 | nan | 0.9784 | 0.0 | 0.9784 | +| 0.0061 | 41.5663 | 6900 | 0.0079 | 0.4890 | 0.9779 | 0.9779 | nan | 0.9779 | 0.0 | 0.9779 | +| 0.0056 | 41.6867 | 6920 | 0.0083 | 0.4878 | 0.9757 | 0.9757 | nan | 0.9757 | 0.0 | 0.9757 | +| 0.0055 | 41.8072 | 6940 | 0.0082 | 0.4899 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0056 | 41.9277 | 6960 | 0.0085 | 0.4881 | 0.9761 | 0.9761 | nan | 0.9761 | 0.0 | 0.9761 | +| 0.0063 | 42.0482 | 6980 | 0.0079 | 0.4890 | 0.9780 | 0.9780 | nan | 0.9780 | 0.0 | 0.9780 | +| 0.0049 | 42.1687 | 7000 | 0.0081 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0059 | 42.2892 | 7020 | 0.0080 | 0.4872 | 0.9744 | 0.9744 | nan | 0.9744 | 0.0 | 0.9744 | +| 0.0053 | 42.4096 | 7040 | 0.0079 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0058 | 42.5301 | 7060 | 0.0080 | 0.4922 | 0.9843 | 0.9843 | nan | 0.9843 | 0.0 | 0.9843 | +| 0.0063 | 42.6506 | 7080 | 0.0080 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0057 | 42.7711 | 7100 | 0.0080 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.006 | 42.8916 | 7120 | 0.0080 | 0.4887 | 0.9773 | 0.9773 | nan | 0.9773 | 0.0 | 0.9773 | +| 0.0052 | 43.0120 | 7140 | 0.0081 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.0057 | 43.1325 | 7160 | 0.0080 | 0.4890 | 0.9780 | 0.9780 | nan | 0.9780 | 0.0 | 0.9780 | +| 0.0056 | 43.2530 | 7180 | 0.0079 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0061 | 43.3735 | 7200 | 0.0080 | 0.4889 | 0.9778 | 0.9778 | nan | 0.9778 | 0.0 | 0.9778 | +| 0.006 | 43.4940 | 7220 | 0.0080 | 0.4893 | 0.9786 | 0.9786 | nan | 0.9786 | 0.0 | 0.9786 | +| 0.0055 | 43.6145 | 7240 | 0.0080 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0059 | 43.7349 | 7260 | 0.0079 | 0.4894 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0062 | 43.8554 | 7280 | 0.0078 | 0.4884 | 0.9768 | 0.9768 | nan | 0.9768 | 0.0 | 0.9768 | +| 0.0053 | 43.9759 | 7300 | 0.0082 | 0.4890 | 0.9781 | 0.9781 | nan | 0.9781 | 0.0 | 0.9781 | +| 0.0072 | 44.0964 | 7320 | 0.0081 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.005 | 44.2169 | 7340 | 0.0079 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0081 | 44.3373 | 7360 | 0.0079 | 0.4896 | 0.9791 | 0.9791 | nan | 0.9791 | 0.0 | 0.9791 | +| 0.0048 | 44.4578 | 7380 | 0.0080 | 0.4891 | 0.9783 | 0.9783 | nan | 0.9783 | 0.0 | 0.9783 | +| 0.0046 | 44.5783 | 7400 | 0.0080 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.005 | 44.6988 | 7420 | 0.0080 | 0.4889 | 0.9778 | 0.9778 | nan | 0.9778 | 0.0 | 0.9778 | +| 0.0059 | 44.8193 | 7440 | 0.0082 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0041 | 44.9398 | 7460 | 0.0081 | 0.4890 | 0.9779 | 0.9779 | nan | 0.9779 | 0.0 | 0.9779 | +| 0.0055 | 45.0602 | 7480 | 0.0081 | 0.4893 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0047 | 45.1807 | 7500 | 0.0080 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0064 | 45.3012 | 7520 | 0.0079 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0064 | 45.4217 | 7540 | 0.0079 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0054 | 45.5422 | 7560 | 0.0081 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0055 | 45.6627 | 7580 | 0.0082 | 0.4883 | 0.9767 | 0.9767 | nan | 0.9767 | 0.0 | 0.9767 | +| 0.0061 | 45.7831 | 7600 | 0.0080 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0057 | 45.9036 | 7620 | 0.0080 | 0.4879 | 0.9758 | 0.9758 | nan | 0.9758 | 0.0 | 0.9758 | +| 0.0053 | 46.0241 | 7640 | 0.0080 | 0.4880 | 0.9760 | 0.9760 | nan | 0.9760 | 0.0 | 0.9760 | +| 0.0052 | 46.1446 | 7660 | 0.0081 | 0.4887 | 0.9775 | 0.9775 | nan | 0.9775 | 0.0 | 0.9775 | +| 0.0048 | 46.2651 | 7680 | 0.0079 | 0.4893 | 0.9785 | 0.9785 | nan | 0.9785 | 0.0 | 0.9785 | +| 0.0058 | 46.3855 | 7700 | 0.0080 | 0.4878 | 0.9756 | 0.9756 | nan | 0.9756 | 0.0 | 0.9756 | +| 0.005 | 46.5060 | 7720 | 0.0082 | 0.4924 | 0.9848 | 0.9848 | nan | 0.9848 | 0.0 | 0.9848 | +| 0.006 | 46.6265 | 7740 | 0.0078 | 0.4895 | 0.9789 | 0.9789 | nan | 0.9789 | 0.0 | 0.9789 | +| 0.005 | 46.7470 | 7760 | 0.0080 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0059 | 46.8675 | 7780 | 0.0083 | 0.4889 | 0.9777 | 0.9777 | nan | 0.9777 | 0.0 | 0.9777 | +| 0.0064 | 46.9880 | 7800 | 0.0091 | 0.4869 | 0.9737 | 0.9737 | nan | 0.9737 | 0.0 | 0.9737 | +| 0.0069 | 47.1084 | 7820 | 0.0083 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0073 | 47.2289 | 7840 | 0.0076 | 0.4884 | 0.9769 | 0.9769 | nan | 0.9769 | 0.0 | 0.9769 | +| 0.0056 | 47.3494 | 7860 | 0.0079 | 0.4884 | 0.9767 | 0.9767 | nan | 0.9767 | 0.0 | 0.9767 | +| 0.006 | 47.4699 | 7880 | 0.0077 | 0.4899 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.005 | 47.5904 | 7900 | 0.0077 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0065 | 47.7108 | 7920 | 0.0081 | 0.4863 | 0.9727 | 0.9727 | nan | 0.9727 | 0.0 | 0.9727 | +| 0.005 | 47.8313 | 7940 | 0.0080 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0052 | 47.9518 | 7960 | 0.0080 | 0.4879 | 0.9757 | 0.9757 | nan | 0.9757 | 0.0 | 0.9757 | +| 0.0047 | 48.0723 | 7980 | 0.0078 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0053 | 48.1928 | 8000 | 0.0078 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0057 | 48.3133 | 8020 | 0.0080 | 0.4898 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0047 | 48.4337 | 8040 | 0.0081 | 0.4876 | 0.9752 | 0.9752 | nan | 0.9752 | 0.0 | 0.9752 | +| 0.0054 | 48.5542 | 8060 | 0.0080 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0062 | 48.6747 | 8080 | 0.0080 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0059 | 48.7952 | 8100 | 0.0081 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0052 | 48.9157 | 8120 | 0.0080 | 0.4895 | 0.9790 | 0.9790 | nan | 0.9790 | 0.0 | 0.9790 | +| 0.0043 | 49.0361 | 8140 | 0.0082 | 0.4882 | 0.9764 | 0.9764 | nan | 0.9764 | 0.0 | 0.9764 | +| 0.0045 | 49.1566 | 8160 | 0.0082 | 0.4894 | 0.9789 | 0.9789 | nan | 0.9789 | 0.0 | 0.9789 | +| 0.0057 | 49.2771 | 8180 | 0.0083 | 0.4919 | 0.9839 | 0.9839 | nan | 0.9839 | 0.0 | 0.9839 | +| 0.0059 | 49.3976 | 8200 | 0.0079 | 0.4888 | 0.9776 | 0.9776 | nan | 0.9776 | 0.0 | 0.9776 | +| 0.0049 | 49.5181 | 8220 | 0.0080 | 0.4892 | 0.9784 | 0.9784 | nan | 0.9784 | 0.0 | 0.9784 | +| 0.0049 | 49.6386 | 8240 | 0.0082 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0054 | 49.7590 | 8260 | 0.0081 | 0.4896 | 0.9791 | 0.9791 | nan | 0.9791 | 0.0 | 0.9791 | +| 0.0059 | 49.8795 | 8280 | 0.0083 | 0.4893 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0048 | 50.0 | 8300 | 0.0081 | 0.4888 | 0.9777 | 0.9777 | nan | 0.9777 | 0.0 | 0.9777 | +| 0.0056 | 50.1205 | 8320 | 0.0082 | 0.4918 | 0.9837 | 0.9837 | nan | 0.9837 | 0.0 | 0.9837 | +| 0.0046 | 50.2410 | 8340 | 0.0081 | 0.4884 | 0.9768 | 0.9768 | nan | 0.9768 | 0.0 | 0.9768 | +| 0.0057 | 50.3614 | 8360 | 0.0080 | 0.4895 | 0.9790 | 0.9790 | nan | 0.9790 | 0.0 | 0.9790 | +| 0.0043 | 50.4819 | 8380 | 0.0081 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0045 | 50.6024 | 8400 | 0.0079 | 0.4892 | 0.9784 | 0.9784 | nan | 0.9784 | 0.0 | 0.9784 | +| 0.0056 | 50.7229 | 8420 | 0.0080 | 0.4893 | 0.9786 | 0.9786 | nan | 0.9786 | 0.0 | 0.9786 | +| 0.006 | 50.8434 | 8440 | 0.0079 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0038 | 50.9639 | 8460 | 0.0080 | 0.4896 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0061 | 51.0843 | 8480 | 0.0080 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0048 | 51.2048 | 8500 | 0.0079 | 0.4896 | 0.9791 | 0.9791 | nan | 0.9791 | 0.0 | 0.9791 | +| 0.0048 | 51.3253 | 8520 | 0.0079 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0059 | 51.4458 | 8540 | 0.0080 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0055 | 51.5663 | 8560 | 0.0080 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0055 | 51.6867 | 8580 | 0.0080 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0057 | 51.8072 | 8600 | 0.0080 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0061 | 51.9277 | 8620 | 0.0081 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0048 | 52.0482 | 8640 | 0.0082 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.0053 | 52.1687 | 8660 | 0.0082 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0041 | 52.2892 | 8680 | 0.0080 | 0.4888 | 0.9777 | 0.9777 | nan | 0.9777 | 0.0 | 0.9777 | +| 0.0057 | 52.4096 | 8700 | 0.0080 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0063 | 52.5301 | 8720 | 0.0088 | 0.4865 | 0.9730 | 0.9730 | nan | 0.9730 | 0.0 | 0.9730 | +| 0.0056 | 52.6506 | 8740 | 0.0104 | 0.4921 | 0.9842 | 0.9842 | nan | 0.9842 | 0.0 | 0.9842 | +| 0.0071 | 52.7711 | 8760 | 0.0087 | 0.4882 | 0.9763 | 0.9763 | nan | 0.9763 | 0.0 | 0.9763 | +| 0.005 | 52.8916 | 8780 | 0.0079 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0058 | 53.0120 | 8800 | 0.0081 | 0.4896 | 0.9791 | 0.9791 | nan | 0.9791 | 0.0 | 0.9791 | +| 0.0059 | 53.1325 | 8820 | 0.0082 | 0.4894 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0063 | 53.2530 | 8840 | 0.0080 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.0044 | 53.3735 | 8860 | 0.0083 | 0.4896 | 0.9792 | 0.9792 | nan | 0.9792 | 0.0 | 0.9792 | +| 0.0057 | 53.4940 | 8880 | 0.0082 | 0.4884 | 0.9768 | 0.9768 | nan | 0.9768 | 0.0 | 0.9768 | +| 0.0062 | 53.6145 | 8900 | 0.0078 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0052 | 53.7349 | 8920 | 0.0080 | 0.4886 | 0.9772 | 0.9772 | nan | 0.9772 | 0.0 | 0.9772 | +| 0.0061 | 53.8554 | 8940 | 0.0079 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0056 | 53.9759 | 8960 | 0.0079 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0052 | 54.0964 | 8980 | 0.0080 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0047 | 54.2169 | 9000 | 0.0080 | 0.4894 | 0.9788 | 0.9788 | nan | 0.9788 | 0.0 | 0.9788 | +| 0.0051 | 54.3373 | 9020 | 0.0080 | 0.4882 | 0.9764 | 0.9764 | nan | 0.9764 | 0.0 | 0.9764 | +| 0.0047 | 54.4578 | 9040 | 0.0077 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0052 | 54.5783 | 9060 | 0.0080 | 0.4890 | 0.9780 | 0.9780 | nan | 0.9780 | 0.0 | 0.9780 | +| 0.0046 | 54.6988 | 9080 | 0.0079 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0046 | 54.8193 | 9100 | 0.0079 | 0.4897 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0049 | 54.9398 | 9120 | 0.0080 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.0044 | 55.0602 | 9140 | 0.0079 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0053 | 55.1807 | 9160 | 0.0081 | 0.4890 | 0.9780 | 0.9780 | nan | 0.9780 | 0.0 | 0.9780 | +| 0.0053 | 55.3012 | 9180 | 0.0079 | 0.4893 | 0.9785 | 0.9785 | nan | 0.9785 | 0.0 | 0.9785 | +| 0.0059 | 55.4217 | 9200 | 0.0079 | 0.4917 | 0.9834 | 0.9834 | nan | 0.9834 | 0.0 | 0.9834 | +| 0.0051 | 55.5422 | 9220 | 0.0078 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0057 | 55.6627 | 9240 | 0.0079 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0048 | 55.7831 | 9260 | 0.0078 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0051 | 55.9036 | 9280 | 0.0078 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0051 | 56.0241 | 9300 | 0.0079 | 0.4895 | 0.9789 | 0.9789 | nan | 0.9789 | 0.0 | 0.9789 | +| 0.0051 | 56.1446 | 9320 | 0.0081 | 0.4921 | 0.9842 | 0.9842 | nan | 0.9842 | 0.0 | 0.9842 | +| 0.0053 | 56.2651 | 9340 | 0.0079 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0055 | 56.3855 | 9360 | 0.0077 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0046 | 56.5060 | 9380 | 0.0078 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0043 | 56.6265 | 9400 | 0.0078 | 0.4897 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0053 | 56.7470 | 9420 | 0.0079 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0057 | 56.8675 | 9440 | 0.0078 | 0.4895 | 0.9790 | 0.9790 | nan | 0.9790 | 0.0 | 0.9790 | +| 0.0045 | 56.9880 | 9460 | 0.0078 | 0.4890 | 0.9779 | 0.9779 | nan | 0.9779 | 0.0 | 0.9779 | +| 0.0048 | 57.1084 | 9480 | 0.0080 | 0.4919 | 0.9839 | 0.9839 | nan | 0.9839 | 0.0 | 0.9839 | +| 0.0047 | 57.2289 | 9500 | 0.0080 | 0.4891 | 0.9783 | 0.9783 | nan | 0.9783 | 0.0 | 0.9783 | +| 0.011 | 57.3494 | 9520 | 0.0088 | 0.4868 | 0.9736 | 0.9736 | nan | 0.9736 | 0.0 | 0.9736 | +| 0.0059 | 57.4699 | 9540 | 0.0083 | 0.4915 | 0.9831 | 0.9831 | nan | 0.9831 | 0.0 | 0.9831 | +| 0.0053 | 57.5904 | 9560 | 0.0079 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0068 | 57.7108 | 9580 | 0.0078 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.005 | 57.8313 | 9600 | 0.0079 | 0.4895 | 0.9789 | 0.9789 | nan | 0.9789 | 0.0 | 0.9789 | +| 0.005 | 57.9518 | 9620 | 0.0078 | 0.4899 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0063 | 58.0723 | 9640 | 0.0078 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0056 | 58.1928 | 9660 | 0.0079 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0049 | 58.3133 | 9680 | 0.0078 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0046 | 58.4337 | 9700 | 0.0079 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0058 | 58.5542 | 9720 | 0.0078 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0047 | 58.6747 | 9740 | 0.0077 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.006 | 58.7952 | 9760 | 0.0080 | 0.4919 | 0.9837 | 0.9837 | nan | 0.9837 | 0.0 | 0.9837 | +| 0.0049 | 58.9157 | 9780 | 0.0080 | 0.4888 | 0.9776 | 0.9776 | nan | 0.9776 | 0.0 | 0.9776 | +| 0.0047 | 59.0361 | 9800 | 0.0081 | 0.4889 | 0.9779 | 0.9779 | nan | 0.9779 | 0.0 | 0.9779 | +| 0.0056 | 59.1566 | 9820 | 0.0078 | 0.4897 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0055 | 59.2771 | 9840 | 0.0079 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.005 | 59.3976 | 9860 | 0.0080 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.005 | 59.5181 | 9880 | 0.0080 | 0.4916 | 0.9831 | 0.9831 | nan | 0.9831 | 0.0 | 0.9831 | +| 0.0043 | 59.6386 | 9900 | 0.0078 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.0038 | 59.7590 | 9920 | 0.0078 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0042 | 59.8795 | 9940 | 0.0079 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0063 | 60.0 | 9960 | 0.0078 | 0.4894 | 0.9788 | 0.9788 | nan | 0.9788 | 0.0 | 0.9788 | +| 0.0047 | 60.1205 | 9980 | 0.0079 | 0.4891 | 0.9782 | 0.9782 | nan | 0.9782 | 0.0 | 0.9782 | +| 0.0043 | 60.2410 | 10000 | 0.0080 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0049 | 60.3614 | 10020 | 0.0079 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0042 | 60.4819 | 10040 | 0.0080 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0042 | 60.6024 | 10060 | 0.0079 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0056 | 60.7229 | 10080 | 0.0080 | 0.4892 | 0.9784 | 0.9784 | nan | 0.9784 | 0.0 | 0.9784 | +| 0.0045 | 60.8434 | 10100 | 0.0080 | 0.4915 | 0.9830 | 0.9830 | nan | 0.9830 | 0.0 | 0.9830 | +| 0.0052 | 60.9639 | 10120 | 0.0080 | 0.4888 | 0.9776 | 0.9776 | nan | 0.9776 | 0.0 | 0.9776 | +| 0.0049 | 61.0843 | 10140 | 0.0079 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0038 | 61.2048 | 10160 | 0.0080 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0044 | 61.3253 | 10180 | 0.0081 | 0.4881 | 0.9762 | 0.9762 | nan | 0.9762 | 0.0 | 0.9762 | +| 0.0051 | 61.4458 | 10200 | 0.0078 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0047 | 61.5663 | 10220 | 0.0078 | 0.4914 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0049 | 61.6867 | 10240 | 0.0080 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.004 | 61.8072 | 10260 | 0.0080 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0057 | 61.9277 | 10280 | 0.0081 | 0.4884 | 0.9768 | 0.9768 | nan | 0.9768 | 0.0 | 0.9768 | +| 0.0043 | 62.0482 | 10300 | 0.0080 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0051 | 62.1687 | 10320 | 0.0079 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0054 | 62.2892 | 10340 | 0.0080 | 0.4916 | 0.9833 | 0.9833 | nan | 0.9833 | 0.0 | 0.9833 | +| 0.0054 | 62.4096 | 10360 | 0.0081 | 0.4891 | 0.9782 | 0.9782 | nan | 0.9782 | 0.0 | 0.9782 | +| 0.0043 | 62.5301 | 10380 | 0.0081 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0053 | 62.6506 | 10400 | 0.0081 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0049 | 62.7711 | 10420 | 0.0080 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0045 | 62.8916 | 10440 | 0.0081 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0044 | 63.0120 | 10460 | 0.0082 | 0.4890 | 0.9779 | 0.9779 | nan | 0.9779 | 0.0 | 0.9779 | +| 0.0043 | 63.1325 | 10480 | 0.0082 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0049 | 63.2530 | 10500 | 0.0080 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.005 | 63.3735 | 10520 | 0.0081 | 0.4898 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0049 | 63.4940 | 10540 | 0.0081 | 0.4918 | 0.9836 | 0.9836 | nan | 0.9836 | 0.0 | 0.9836 | +| 0.0047 | 63.6145 | 10560 | 0.0080 | 0.4896 | 0.9791 | 0.9791 | nan | 0.9791 | 0.0 | 0.9791 | +| 0.0042 | 63.7349 | 10580 | 0.0082 | 0.4895 | 0.9790 | 0.9790 | nan | 0.9790 | 0.0 | 0.9790 | +| 0.0043 | 63.8554 | 10600 | 0.0079 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0046 | 63.9759 | 10620 | 0.0080 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0043 | 64.0964 | 10640 | 0.0079 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0048 | 64.2169 | 10660 | 0.0080 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0058 | 64.3373 | 10680 | 0.0081 | 0.4894 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0044 | 64.4578 | 10700 | 0.0081 | 0.4898 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0045 | 64.5783 | 10720 | 0.0081 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0046 | 64.6988 | 10740 | 0.0083 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0047 | 64.8193 | 10760 | 0.0080 | 0.4895 | 0.9790 | 0.9790 | nan | 0.9790 | 0.0 | 0.9790 | +| 0.0038 | 64.9398 | 10780 | 0.0080 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0042 | 65.0602 | 10800 | 0.0080 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0045 | 65.1807 | 10820 | 0.0080 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0036 | 65.3012 | 10840 | 0.0081 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.004 | 65.4217 | 10860 | 0.0081 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0044 | 65.5422 | 10880 | 0.0080 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.0039 | 65.6627 | 10900 | 0.0080 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0049 | 65.7831 | 10920 | 0.0082 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0043 | 65.9036 | 10940 | 0.0082 | 0.4898 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0049 | 66.0241 | 10960 | 0.0079 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0053 | 66.1446 | 10980 | 0.0080 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0051 | 66.2651 | 11000 | 0.0079 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0044 | 66.3855 | 11020 | 0.0080 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0042 | 66.5060 | 11040 | 0.0081 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0047 | 66.6265 | 11060 | 0.0081 | 0.4880 | 0.9759 | 0.9759 | nan | 0.9759 | 0.0 | 0.9759 | +| 0.0048 | 66.7470 | 11080 | 0.0081 | 0.4890 | 0.9781 | 0.9781 | nan | 0.9781 | 0.0 | 0.9781 | +| 0.0039 | 66.8675 | 11100 | 0.0081 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0054 | 66.9880 | 11120 | 0.0079 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0038 | 67.1084 | 11140 | 0.0082 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0042 | 67.2289 | 11160 | 0.0082 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0046 | 67.3494 | 11180 | 0.0081 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0046 | 67.4699 | 11200 | 0.0082 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.0042 | 67.5904 | 11220 | 0.0081 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0044 | 67.7108 | 11240 | 0.0082 | 0.4898 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0044 | 67.8313 | 11260 | 0.0082 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0041 | 67.9518 | 11280 | 0.0082 | 0.4896 | 0.9792 | 0.9792 | nan | 0.9792 | 0.0 | 0.9792 | +| 0.0046 | 68.0723 | 11300 | 0.0081 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0046 | 68.1928 | 11320 | 0.0080 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0056 | 68.3133 | 11340 | 0.0081 | 0.4888 | 0.9777 | 0.9777 | nan | 0.9777 | 0.0 | 0.9777 | +| 0.0038 | 68.4337 | 11360 | 0.0080 | 0.4892 | 0.9784 | 0.9784 | nan | 0.9784 | 0.0 | 0.9784 | +| 0.005 | 68.5542 | 11380 | 0.0080 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0041 | 68.6747 | 11400 | 0.0081 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0042 | 68.7952 | 11420 | 0.0081 | 0.4897 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0049 | 68.9157 | 11440 | 0.0081 | 0.4916 | 0.9831 | 0.9831 | nan | 0.9831 | 0.0 | 0.9831 | +| 0.0048 | 69.0361 | 11460 | 0.0081 | 0.4899 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0044 | 69.1566 | 11480 | 0.0083 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.005 | 69.2771 | 11500 | 0.0083 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0049 | 69.3976 | 11520 | 0.0081 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.0049 | 69.5181 | 11540 | 0.0079 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0048 | 69.6386 | 11560 | 0.0082 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0045 | 69.7590 | 11580 | 0.0083 | 0.4888 | 0.9775 | 0.9775 | nan | 0.9775 | 0.0 | 0.9775 | +| 0.0038 | 69.8795 | 11600 | 0.0080 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0032 | 70.0 | 11620 | 0.0081 | 0.4889 | 0.9778 | 0.9778 | nan | 0.9778 | 0.0 | 0.9778 | +| 0.0051 | 70.1205 | 11640 | 0.0079 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0042 | 70.2410 | 11660 | 0.0082 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0037 | 70.3614 | 11680 | 0.0080 | 0.4896 | 0.9792 | 0.9792 | nan | 0.9792 | 0.0 | 0.9792 | +| 0.0042 | 70.4819 | 11700 | 0.0080 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0041 | 70.6024 | 11720 | 0.0081 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0037 | 70.7229 | 11740 | 0.0080 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0045 | 70.8434 | 11760 | 0.0081 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0042 | 70.9639 | 11780 | 0.0082 | 0.4894 | 0.9789 | 0.9789 | nan | 0.9789 | 0.0 | 0.9789 | +| 0.0038 | 71.0843 | 11800 | 0.0084 | 0.4894 | 0.9788 | 0.9788 | nan | 0.9788 | 0.0 | 0.9788 | +| 0.0046 | 71.2048 | 11820 | 0.0081 | 0.4896 | 0.9792 | 0.9792 | nan | 0.9792 | 0.0 | 0.9792 | +| 0.0044 | 71.3253 | 11840 | 0.0083 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0049 | 71.4458 | 11860 | 0.0082 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0037 | 71.5663 | 11880 | 0.0083 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0049 | 71.6867 | 11900 | 0.0081 | 0.4915 | 0.9831 | 0.9831 | nan | 0.9831 | 0.0 | 0.9831 | +| 0.005 | 71.8072 | 11920 | 0.0081 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0051 | 71.9277 | 11940 | 0.0079 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0045 | 72.0482 | 11960 | 0.0078 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0052 | 72.1687 | 11980 | 0.0082 | 0.4895 | 0.9790 | 0.9790 | nan | 0.9790 | 0.0 | 0.9790 | +| 0.0038 | 72.2892 | 12000 | 0.0082 | 0.4888 | 0.9775 | 0.9775 | nan | 0.9775 | 0.0 | 0.9775 | +| 0.0044 | 72.4096 | 12020 | 0.0081 | 0.4897 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0047 | 72.5301 | 12040 | 0.0083 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0046 | 72.6506 | 12060 | 0.0082 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0043 | 72.7711 | 12080 | 0.0082 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0045 | 72.8916 | 12100 | 0.0082 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0036 | 73.0120 | 12120 | 0.0083 | 0.4890 | 0.9779 | 0.9779 | nan | 0.9779 | 0.0 | 0.9779 | +| 0.0047 | 73.1325 | 12140 | 0.0083 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0035 | 73.2530 | 12160 | 0.0083 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0043 | 73.3735 | 12180 | 0.0082 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0039 | 73.4940 | 12200 | 0.0082 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.004 | 73.6145 | 12220 | 0.0082 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0045 | 73.7349 | 12240 | 0.0084 | 0.4917 | 0.9835 | 0.9835 | nan | 0.9835 | 0.0 | 0.9835 | +| 0.0056 | 73.8554 | 12260 | 0.0080 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0037 | 73.9759 | 12280 | 0.0083 | 0.4915 | 0.9830 | 0.9830 | nan | 0.9830 | 0.0 | 0.9830 | +| 0.0039 | 74.0964 | 12300 | 0.0083 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.004 | 74.2169 | 12320 | 0.0085 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0049 | 74.3373 | 12340 | 0.0085 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0045 | 74.4578 | 12360 | 0.0081 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0041 | 74.5783 | 12380 | 0.0083 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0046 | 74.6988 | 12400 | 0.0084 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.004 | 74.8193 | 12420 | 0.0083 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0043 | 74.9398 | 12440 | 0.0081 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0048 | 75.0602 | 12460 | 0.0083 | 0.4892 | 0.9784 | 0.9784 | nan | 0.9784 | 0.0 | 0.9784 | +| 0.0042 | 75.1807 | 12480 | 0.0084 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0047 | 75.3012 | 12500 | 0.0082 | 0.4896 | 0.9792 | 0.9792 | nan | 0.9792 | 0.0 | 0.9792 | +| 0.0035 | 75.4217 | 12520 | 0.0081 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0042 | 75.5422 | 12540 | 0.0083 | 0.4891 | 0.9783 | 0.9783 | nan | 0.9783 | 0.0 | 0.9783 | +| 0.0044 | 75.6627 | 12560 | 0.0085 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0036 | 75.7831 | 12580 | 0.0083 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0039 | 75.9036 | 12600 | 0.0083 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0047 | 76.0241 | 12620 | 0.0081 | 0.4893 | 0.9786 | 0.9786 | nan | 0.9786 | 0.0 | 0.9786 | +| 0.0042 | 76.1446 | 12640 | 0.0083 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0043 | 76.2651 | 12660 | 0.0086 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0044 | 76.3855 | 12680 | 0.0085 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.0043 | 76.5060 | 12700 | 0.0083 | 0.4896 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0041 | 76.6265 | 12720 | 0.0084 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0036 | 76.7470 | 12740 | 0.0083 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0043 | 76.8675 | 12760 | 0.0085 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0039 | 76.9880 | 12780 | 0.0080 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0039 | 77.1084 | 12800 | 0.0083 | 0.4897 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0045 | 77.2289 | 12820 | 0.0084 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.004 | 77.3494 | 12840 | 0.0082 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0041 | 77.4699 | 12860 | 0.0081 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0044 | 77.5904 | 12880 | 0.0085 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.005 | 77.7108 | 12900 | 0.0083 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0038 | 77.8313 | 12920 | 0.0085 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0055 | 77.9518 | 12940 | 0.0083 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0038 | 78.0723 | 12960 | 0.0085 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0039 | 78.1928 | 12980 | 0.0083 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.004 | 78.3133 | 13000 | 0.0084 | 0.4914 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.0039 | 78.4337 | 13020 | 0.0083 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.004 | 78.5542 | 13040 | 0.0084 | 0.4892 | 0.9783 | 0.9783 | nan | 0.9783 | 0.0 | 0.9783 | +| 0.0038 | 78.6747 | 13060 | 0.0083 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0048 | 78.7952 | 13080 | 0.0083 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0038 | 78.9157 | 13100 | 0.0082 | 0.4894 | 0.9788 | 0.9788 | nan | 0.9788 | 0.0 | 0.9788 | +| 0.0047 | 79.0361 | 13120 | 0.0082 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0043 | 79.1566 | 13140 | 0.0082 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0042 | 79.2771 | 13160 | 0.0084 | 0.4893 | 0.9786 | 0.9786 | nan | 0.9786 | 0.0 | 0.9786 | +| 0.0035 | 79.3976 | 13180 | 0.0082 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0042 | 79.5181 | 13200 | 0.0083 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.004 | 79.6386 | 13220 | 0.0083 | 0.4895 | 0.9791 | 0.9791 | nan | 0.9791 | 0.0 | 0.9791 | +| 0.0043 | 79.7590 | 13240 | 0.0081 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0043 | 79.8795 | 13260 | 0.0083 | 0.4889 | 0.9778 | 0.9778 | nan | 0.9778 | 0.0 | 0.9778 | +| 0.004 | 80.0 | 13280 | 0.0083 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0038 | 80.1205 | 13300 | 0.0081 | 0.4893 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0046 | 80.2410 | 13320 | 0.0083 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0041 | 80.3614 | 13340 | 0.0082 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0052 | 80.4819 | 13360 | 0.0082 | 0.4880 | 0.9761 | 0.9761 | nan | 0.9761 | 0.0 | 0.9761 | +| 0.0041 | 80.6024 | 13380 | 0.0082 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0047 | 80.7229 | 13400 | 0.0084 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0031 | 80.8434 | 13420 | 0.0082 | 0.4891 | 0.9782 | 0.9782 | nan | 0.9782 | 0.0 | 0.9782 | +| 0.0048 | 80.9639 | 13440 | 0.0082 | 0.4898 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0042 | 81.0843 | 13460 | 0.0082 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0038 | 81.2048 | 13480 | 0.0082 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0037 | 81.3253 | 13500 | 0.0083 | 0.4898 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0037 | 81.4458 | 13520 | 0.0083 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0043 | 81.5663 | 13540 | 0.0081 | 0.4899 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0037 | 81.6867 | 13560 | 0.0082 | 0.4899 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0042 | 81.8072 | 13580 | 0.0083 | 0.4895 | 0.9791 | 0.9791 | nan | 0.9791 | 0.0 | 0.9791 | +| 0.0039 | 81.9277 | 13600 | 0.0082 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0053 | 82.0482 | 13620 | 0.0084 | 0.4895 | 0.9791 | 0.9791 | nan | 0.9791 | 0.0 | 0.9791 | +| 0.005 | 82.1687 | 13640 | 0.0084 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0042 | 82.2892 | 13660 | 0.0082 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0039 | 82.4096 | 13680 | 0.0084 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0044 | 82.5301 | 13700 | 0.0083 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.0046 | 82.6506 | 13720 | 0.0082 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0051 | 82.7711 | 13740 | 0.0083 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0036 | 82.8916 | 13760 | 0.0081 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0041 | 83.0120 | 13780 | 0.0083 | 0.4891 | 0.9782 | 0.9782 | nan | 0.9782 | 0.0 | 0.9782 | +| 0.0044 | 83.1325 | 13800 | 0.0082 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0044 | 83.2530 | 13820 | 0.0082 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0039 | 83.3735 | 13840 | 0.0083 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0034 | 83.4940 | 13860 | 0.0084 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0044 | 83.6145 | 13880 | 0.0085 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0042 | 83.7349 | 13900 | 0.0084 | 0.4888 | 0.9776 | 0.9776 | nan | 0.9776 | 0.0 | 0.9776 | +| 0.0042 | 83.8554 | 13920 | 0.0082 | 0.4896 | 0.9792 | 0.9792 | nan | 0.9792 | 0.0 | 0.9792 | +| 0.0036 | 83.9759 | 13940 | 0.0083 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.004 | 84.0964 | 13960 | 0.0082 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0042 | 84.2169 | 13980 | 0.0084 | 0.4893 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0051 | 84.3373 | 14000 | 0.0083 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0039 | 84.4578 | 14020 | 0.0083 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0043 | 84.5783 | 14040 | 0.0083 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0041 | 84.6988 | 14060 | 0.0082 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0036 | 84.8193 | 14080 | 0.0084 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0044 | 84.9398 | 14100 | 0.0084 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.0046 | 85.0602 | 14120 | 0.0083 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0036 | 85.1807 | 14140 | 0.0083 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0033 | 85.3012 | 14160 | 0.0084 | 0.4890 | 0.9780 | 0.9780 | nan | 0.9780 | 0.0 | 0.9780 | +| 0.0038 | 85.4217 | 14180 | 0.0082 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0041 | 85.5422 | 14200 | 0.0082 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0038 | 85.6627 | 14220 | 0.0084 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.0043 | 85.7831 | 14240 | 0.0082 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.004 | 85.9036 | 14260 | 0.0083 | 0.4899 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0033 | 86.0241 | 14280 | 0.0087 | 0.4889 | 0.9777 | 0.9777 | nan | 0.9777 | 0.0 | 0.9777 | +| 0.0043 | 86.1446 | 14300 | 0.0084 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0041 | 86.2651 | 14320 | 0.0085 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0033 | 86.3855 | 14340 | 0.0081 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0044 | 86.5060 | 14360 | 0.0082 | 0.4899 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0037 | 86.6265 | 14380 | 0.0083 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0039 | 86.7470 | 14400 | 0.0083 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0044 | 86.8675 | 14420 | 0.0082 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.004 | 86.9880 | 14440 | 0.0084 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0041 | 87.1084 | 14460 | 0.0085 | 0.4899 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.004 | 87.2289 | 14480 | 0.0085 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0049 | 87.3494 | 14500 | 0.0084 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0046 | 87.4699 | 14520 | 0.0084 | 0.4897 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0037 | 87.5904 | 14540 | 0.0083 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0038 | 87.7108 | 14560 | 0.0086 | 0.4892 | 0.9785 | 0.9785 | nan | 0.9785 | 0.0 | 0.9785 | +| 0.0051 | 87.8313 | 14580 | 0.0083 | 0.4913 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0039 | 87.9518 | 14600 | 0.0083 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0036 | 88.0723 | 14620 | 0.0084 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0045 | 88.1928 | 14640 | 0.0083 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0047 | 88.3133 | 14660 | 0.0087 | 0.4897 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0038 | 88.4337 | 14680 | 0.0087 | 0.4882 | 0.9764 | 0.9764 | nan | 0.9764 | 0.0 | 0.9764 | +| 0.0051 | 88.5542 | 14700 | 0.0086 | 0.4891 | 0.9783 | 0.9783 | nan | 0.9783 | 0.0 | 0.9783 | +| 0.0044 | 88.6747 | 14720 | 0.0083 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.004 | 88.7952 | 14740 | 0.0085 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0046 | 88.9157 | 14760 | 0.0082 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0036 | 89.0361 | 14780 | 0.0086 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0034 | 89.1566 | 14800 | 0.0083 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0039 | 89.2771 | 14820 | 0.0083 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0039 | 89.3976 | 14840 | 0.0085 | 0.4889 | 0.9777 | 0.9777 | nan | 0.9777 | 0.0 | 0.9777 | +| 0.0034 | 89.5181 | 14860 | 0.0083 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0054 | 89.6386 | 14880 | 0.0086 | 0.4915 | 0.9831 | 0.9831 | nan | 0.9831 | 0.0 | 0.9831 | +| 0.005 | 89.7590 | 14900 | 0.0083 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0045 | 89.8795 | 14920 | 0.0084 | 0.4896 | 0.9792 | 0.9792 | nan | 0.9792 | 0.0 | 0.9792 | +| 0.0047 | 90.0 | 14940 | 0.0088 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0037 | 90.1205 | 14960 | 0.0085 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0043 | 90.2410 | 14980 | 0.0086 | 0.4891 | 0.9781 | 0.9781 | nan | 0.9781 | 0.0 | 0.9781 | +| 0.0041 | 90.3614 | 15000 | 0.0084 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0038 | 90.4819 | 15020 | 0.0085 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0044 | 90.6024 | 15040 | 0.0085 | 0.4915 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.0051 | 90.7229 | 15060 | 0.0086 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0041 | 90.8434 | 15080 | 0.0085 | 0.4892 | 0.9784 | 0.9784 | nan | 0.9784 | 0.0 | 0.9784 | +| 0.0043 | 90.9639 | 15100 | 0.0084 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0041 | 91.0843 | 15120 | 0.0085 | 0.4890 | 0.9781 | 0.9781 | nan | 0.9781 | 0.0 | 0.9781 | +| 0.0034 | 91.2048 | 15140 | 0.0086 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0041 | 91.3253 | 15160 | 0.0085 | 0.4897 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0043 | 91.4458 | 15180 | 0.0084 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0039 | 91.5663 | 15200 | 0.0085 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0044 | 91.6867 | 15220 | 0.0088 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0034 | 91.8072 | 15240 | 0.0086 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0043 | 91.9277 | 15260 | 0.0086 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0044 | 92.0482 | 15280 | 0.0085 | 0.4895 | 0.9791 | 0.9791 | nan | 0.9791 | 0.0 | 0.9791 | +| 0.0039 | 92.1687 | 15300 | 0.0086 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0047 | 92.2892 | 15320 | 0.0086 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0038 | 92.4096 | 15340 | 0.0084 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0044 | 92.5301 | 15360 | 0.0085 | 0.4895 | 0.9791 | 0.9791 | nan | 0.9791 | 0.0 | 0.9791 | +| 0.0043 | 92.6506 | 15380 | 0.0085 | 0.4915 | 0.9830 | 0.9830 | nan | 0.9830 | 0.0 | 0.9830 | +| 0.0037 | 92.7711 | 15400 | 0.0085 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.004 | 92.8916 | 15420 | 0.0084 | 0.4894 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0035 | 93.0120 | 15440 | 0.0086 | 0.4915 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.0037 | 93.1325 | 15460 | 0.0086 | 0.4897 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0035 | 93.2530 | 15480 | 0.0088 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0039 | 93.3735 | 15500 | 0.0084 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0035 | 93.4940 | 15520 | 0.0085 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0047 | 93.6145 | 15540 | 0.0085 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0032 | 93.7349 | 15560 | 0.0085 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0055 | 93.8554 | 15580 | 0.0086 | 0.4915 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.003 | 93.9759 | 15600 | 0.0087 | 0.4881 | 0.9762 | 0.9762 | nan | 0.9762 | 0.0 | 0.9762 | +| 0.0042 | 94.0964 | 15620 | 0.0083 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0033 | 94.2169 | 15640 | 0.0087 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0036 | 94.3373 | 15660 | 0.0085 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0038 | 94.4578 | 15680 | 0.0086 | 0.4884 | 0.9767 | 0.9767 | nan | 0.9767 | 0.0 | 0.9767 | +| 0.0034 | 94.5783 | 15700 | 0.0086 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0039 | 94.6988 | 15720 | 0.0085 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0035 | 94.8193 | 15740 | 0.0086 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0035 | 94.9398 | 15760 | 0.0085 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0047 | 95.0602 | 15780 | 0.0087 | 0.4893 | 0.9785 | 0.9785 | nan | 0.9785 | 0.0 | 0.9785 | +| 0.004 | 95.1807 | 15800 | 0.0087 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0039 | 95.3012 | 15820 | 0.0086 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0039 | 95.4217 | 15840 | 0.0087 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0036 | 95.5422 | 15860 | 0.0086 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0037 | 95.6627 | 15880 | 0.0085 | 0.4896 | 0.9792 | 0.9792 | nan | 0.9792 | 0.0 | 0.9792 | +| 0.0042 | 95.7831 | 15900 | 0.0086 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0037 | 95.9036 | 15920 | 0.0086 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.0044 | 96.0241 | 15940 | 0.0087 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.004 | 96.1446 | 15960 | 0.0085 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0037 | 96.2651 | 15980 | 0.0086 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0036 | 96.3855 | 16000 | 0.0089 | 0.4883 | 0.9766 | 0.9766 | nan | 0.9766 | 0.0 | 0.9766 | +| 0.004 | 96.5060 | 16020 | 0.0086 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0025 | 96.6265 | 16040 | 0.0088 | 0.4894 | 0.9789 | 0.9789 | nan | 0.9789 | 0.0 | 0.9789 | +| 0.0038 | 96.7470 | 16060 | 0.0085 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.004 | 96.8675 | 16080 | 0.0087 | 0.4898 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0041 | 96.9880 | 16100 | 0.0087 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.004 | 97.1084 | 16120 | 0.0087 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0036 | 97.2289 | 16140 | 0.0087 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0027 | 97.3494 | 16160 | 0.0086 | 0.4892 | 0.9784 | 0.9784 | nan | 0.9784 | 0.0 | 0.9784 | +| 0.0035 | 97.4699 | 16180 | 0.0087 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.0039 | 97.5904 | 16200 | 0.0086 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0038 | 97.7108 | 16220 | 0.0088 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0033 | 97.8313 | 16240 | 0.0088 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0041 | 97.9518 | 16260 | 0.0087 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0038 | 98.0723 | 16280 | 0.0087 | 0.4895 | 0.9790 | 0.9790 | nan | 0.9790 | 0.0 | 0.9790 | +| 0.0034 | 98.1928 | 16300 | 0.0087 | 0.4893 | 0.9786 | 0.9786 | nan | 0.9786 | 0.0 | 0.9786 | +| 0.0042 | 98.3133 | 16320 | 0.0087 | 0.4916 | 0.9832 | 0.9832 | nan | 0.9832 | 0.0 | 0.9832 | +| 0.0035 | 98.4337 | 16340 | 0.0086 | 0.4899 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0035 | 98.5542 | 16360 | 0.0090 | 0.4891 | 0.9782 | 0.9782 | nan | 0.9782 | 0.0 | 0.9782 | +| 0.0043 | 98.6747 | 16380 | 0.0087 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0036 | 98.7952 | 16400 | 0.0089 | 0.4895 | 0.9790 | 0.9790 | nan | 0.9790 | 0.0 | 0.9790 | +| 0.0043 | 98.9157 | 16420 | 0.0098 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0043 | 99.0361 | 16440 | 0.0087 | 0.4882 | 0.9764 | 0.9764 | nan | 0.9764 | 0.0 | 0.9764 | +| 0.0043 | 99.1566 | 16460 | 0.0086 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0037 | 99.2771 | 16480 | 0.0086 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0033 | 99.3976 | 16500 | 0.0088 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.004 | 99.5181 | 16520 | 0.0087 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0039 | 99.6386 | 16540 | 0.0086 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0035 | 99.7590 | 16560 | 0.0085 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0034 | 99.8795 | 16580 | 0.0088 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0048 | 100.0 | 16600 | 0.0087 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0036 | 100.1205 | 16620 | 0.0087 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0043 | 100.2410 | 16640 | 0.0089 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0037 | 100.3614 | 16660 | 0.0086 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0044 | 100.4819 | 16680 | 0.0084 | 0.4898 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.004 | 100.6024 | 16700 | 0.0086 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0044 | 100.7229 | 16720 | 0.0088 | 0.4894 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0046 | 100.8434 | 16740 | 0.0088 | 0.4893 | 0.9786 | 0.9786 | nan | 0.9786 | 0.0 | 0.9786 | +| 0.0041 | 100.9639 | 16760 | 0.0086 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0036 | 101.0843 | 16780 | 0.0089 | 0.4885 | 0.9769 | 0.9769 | nan | 0.9769 | 0.0 | 0.9769 | +| 0.0038 | 101.2048 | 16800 | 0.0088 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0032 | 101.3253 | 16820 | 0.0087 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0048 | 101.4458 | 16840 | 0.0087 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0037 | 101.5663 | 16860 | 0.0087 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0035 | 101.6867 | 16880 | 0.0088 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0033 | 101.8072 | 16900 | 0.0089 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0048 | 101.9277 | 16920 | 0.0095 | 0.4890 | 0.9780 | 0.9780 | nan | 0.9780 | 0.0 | 0.9780 | +| 0.0051 | 102.0482 | 16940 | 0.0086 | 0.4917 | 0.9833 | 0.9833 | nan | 0.9833 | 0.0 | 0.9833 | +| 0.0038 | 102.1687 | 16960 | 0.0085 | 0.4891 | 0.9782 | 0.9782 | nan | 0.9782 | 0.0 | 0.9782 | +| 0.0037 | 102.2892 | 16980 | 0.0087 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0043 | 102.4096 | 17000 | 0.0088 | 0.4917 | 0.9834 | 0.9834 | nan | 0.9834 | 0.0 | 0.9834 | +| 0.0036 | 102.5301 | 17020 | 0.0087 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0052 | 102.6506 | 17040 | 0.0086 | 0.4891 | 0.9782 | 0.9782 | nan | 0.9782 | 0.0 | 0.9782 | +| 0.0035 | 102.7711 | 17060 | 0.0088 | 0.4890 | 0.9780 | 0.9780 | nan | 0.9780 | 0.0 | 0.9780 | +| 0.006 | 102.8916 | 17080 | 0.0090 | 0.4899 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0038 | 103.0120 | 17100 | 0.0085 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0035 | 103.1325 | 17120 | 0.0085 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0038 | 103.2530 | 17140 | 0.0086 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0034 | 103.3735 | 17160 | 0.0086 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.0032 | 103.4940 | 17180 | 0.0087 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.003 | 103.6145 | 17200 | 0.0086 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0031 | 103.7349 | 17220 | 0.0088 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0038 | 103.8554 | 17240 | 0.0087 | 0.4891 | 0.9782 | 0.9782 | nan | 0.9782 | 0.0 | 0.9782 | +| 0.003 | 103.9759 | 17260 | 0.0087 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0034 | 104.0964 | 17280 | 0.0089 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0039 | 104.2169 | 17300 | 0.0087 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0034 | 104.3373 | 17320 | 0.0087 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0039 | 104.4578 | 17340 | 0.0086 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0038 | 104.5783 | 17360 | 0.0086 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0039 | 104.6988 | 17380 | 0.0087 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0037 | 104.8193 | 17400 | 0.0086 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0044 | 104.9398 | 17420 | 0.0088 | 0.4896 | 0.9791 | 0.9791 | nan | 0.9791 | 0.0 | 0.9791 | +| 0.0031 | 105.0602 | 17440 | 0.0087 | 0.4918 | 0.9835 | 0.9835 | nan | 0.9835 | 0.0 | 0.9835 | +| 0.0038 | 105.1807 | 17460 | 0.0086 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.004 | 105.3012 | 17480 | 0.0087 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0036 | 105.4217 | 17500 | 0.0087 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0042 | 105.5422 | 17520 | 0.0086 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0038 | 105.6627 | 17540 | 0.0087 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0035 | 105.7831 | 17560 | 0.0090 | 0.4895 | 0.9790 | 0.9790 | nan | 0.9790 | 0.0 | 0.9790 | +| 0.0034 | 105.9036 | 17580 | 0.0085 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0036 | 106.0241 | 17600 | 0.0088 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0037 | 106.1446 | 17620 | 0.0085 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0046 | 106.2651 | 17640 | 0.0087 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.003 | 106.3855 | 17660 | 0.0087 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0039 | 106.5060 | 17680 | 0.0087 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0039 | 106.6265 | 17700 | 0.0089 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0033 | 106.7470 | 17720 | 0.0088 | 0.4896 | 0.9791 | 0.9791 | nan | 0.9791 | 0.0 | 0.9791 | +| 0.0041 | 106.8675 | 17740 | 0.0087 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0036 | 106.9880 | 17760 | 0.0088 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0038 | 107.1084 | 17780 | 0.0087 | 0.4895 | 0.9789 | 0.9789 | nan | 0.9789 | 0.0 | 0.9789 | +| 0.0042 | 107.2289 | 17800 | 0.0089 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0029 | 107.3494 | 17820 | 0.0088 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0038 | 107.4699 | 17840 | 0.0087 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.003 | 107.5904 | 17860 | 0.0089 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0038 | 107.7108 | 17880 | 0.0088 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0035 | 107.8313 | 17900 | 0.0089 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.003 | 107.9518 | 17920 | 0.0088 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0036 | 108.0723 | 17940 | 0.0089 | 0.4892 | 0.9785 | 0.9785 | nan | 0.9785 | 0.0 | 0.9785 | +| 0.0042 | 108.1928 | 17960 | 0.0090 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0038 | 108.3133 | 17980 | 0.0089 | 0.4893 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.004 | 108.4337 | 18000 | 0.0088 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0039 | 108.5542 | 18020 | 0.0087 | 0.4917 | 0.9834 | 0.9834 | nan | 0.9834 | 0.0 | 0.9834 | +| 0.0036 | 108.6747 | 18040 | 0.0089 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.004 | 108.7952 | 18060 | 0.0086 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0035 | 108.9157 | 18080 | 0.0089 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0037 | 109.0361 | 18100 | 0.0086 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.004 | 109.1566 | 18120 | 0.0085 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0033 | 109.2771 | 18140 | 0.0086 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.004 | 109.3976 | 18160 | 0.0086 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0035 | 109.5181 | 18180 | 0.0087 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0039 | 109.6386 | 18200 | 0.0086 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0036 | 109.7590 | 18220 | 0.0087 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0038 | 109.8795 | 18240 | 0.0087 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0037 | 110.0 | 18260 | 0.0086 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.004 | 110.1205 | 18280 | 0.0088 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.003 | 110.2410 | 18300 | 0.0087 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0041 | 110.3614 | 18320 | 0.0087 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.004 | 110.4819 | 18340 | 0.0088 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0036 | 110.6024 | 18360 | 0.0087 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0035 | 110.7229 | 18380 | 0.0086 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0039 | 110.8434 | 18400 | 0.0087 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0036 | 110.9639 | 18420 | 0.0087 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0034 | 111.0843 | 18440 | 0.0086 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0036 | 111.2048 | 18460 | 0.0087 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0037 | 111.3253 | 18480 | 0.0088 | 0.4898 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0038 | 111.4458 | 18500 | 0.0089 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0038 | 111.5663 | 18520 | 0.0087 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0042 | 111.6867 | 18540 | 0.0090 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0037 | 111.8072 | 18560 | 0.0087 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.003 | 111.9277 | 18580 | 0.0088 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0032 | 112.0482 | 18600 | 0.0089 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0038 | 112.1687 | 18620 | 0.0089 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0037 | 112.2892 | 18640 | 0.0089 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0036 | 112.4096 | 18660 | 0.0087 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0038 | 112.5301 | 18680 | 0.0088 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0038 | 112.6506 | 18700 | 0.0089 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0034 | 112.7711 | 18720 | 0.0090 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0041 | 112.8916 | 18740 | 0.0090 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0029 | 113.0120 | 18760 | 0.0089 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0034 | 113.1325 | 18780 | 0.0090 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0029 | 113.2530 | 18800 | 0.0089 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0043 | 113.3735 | 18820 | 0.0089 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0036 | 113.4940 | 18840 | 0.0089 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0033 | 113.6145 | 18860 | 0.0088 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0043 | 113.7349 | 18880 | 0.0088 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0036 | 113.8554 | 18900 | 0.0089 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0042 | 113.9759 | 18920 | 0.0091 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0037 | 114.0964 | 18940 | 0.0089 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.003 | 114.2169 | 18960 | 0.0090 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0034 | 114.3373 | 18980 | 0.0089 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0043 | 114.4578 | 19000 | 0.0090 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.004 | 114.5783 | 19020 | 0.0089 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0036 | 114.6988 | 19040 | 0.0090 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.0039 | 114.8193 | 19060 | 0.0091 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0036 | 114.9398 | 19080 | 0.0088 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0035 | 115.0602 | 19100 | 0.0088 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0034 | 115.1807 | 19120 | 0.0089 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0045 | 115.3012 | 19140 | 0.0090 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0038 | 115.4217 | 19160 | 0.0087 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0029 | 115.5422 | 19180 | 0.0091 | 0.4897 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0046 | 115.6627 | 19200 | 0.0088 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0038 | 115.7831 | 19220 | 0.0090 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0035 | 115.9036 | 19240 | 0.0092 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0033 | 116.0241 | 19260 | 0.0089 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0038 | 116.1446 | 19280 | 0.0089 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0034 | 116.2651 | 19300 | 0.0089 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.004 | 116.3855 | 19320 | 0.0090 | 0.4916 | 0.9832 | 0.9832 | nan | 0.9832 | 0.0 | 0.9832 | +| 0.0034 | 116.5060 | 19340 | 0.0089 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0038 | 116.6265 | 19360 | 0.0090 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0039 | 116.7470 | 19380 | 0.0090 | 0.4898 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0032 | 116.8675 | 19400 | 0.0088 | 0.4914 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0033 | 116.9880 | 19420 | 0.0089 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0035 | 117.1084 | 19440 | 0.0090 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0039 | 117.2289 | 19460 | 0.0089 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0034 | 117.3494 | 19480 | 0.0093 | 0.4893 | 0.9786 | 0.9786 | nan | 0.9786 | 0.0 | 0.9786 | +| 0.0036 | 117.4699 | 19500 | 0.0090 | 0.4897 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0032 | 117.5904 | 19520 | 0.0092 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0043 | 117.7108 | 19540 | 0.0090 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.003 | 117.8313 | 19560 | 0.0090 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0036 | 117.9518 | 19580 | 0.0090 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0037 | 118.0723 | 19600 | 0.0091 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0038 | 118.1928 | 19620 | 0.0091 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0033 | 118.3133 | 19640 | 0.0090 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.0036 | 118.4337 | 19660 | 0.0091 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0035 | 118.5542 | 19680 | 0.0090 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0042 | 118.6747 | 19700 | 0.0091 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0037 | 118.7952 | 19720 | 0.0088 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0033 | 118.9157 | 19740 | 0.0091 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.004 | 119.0361 | 19760 | 0.0088 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0031 | 119.1566 | 19780 | 0.0090 | 0.4896 | 0.9792 | 0.9792 | nan | 0.9792 | 0.0 | 0.9792 | +| 0.0035 | 119.2771 | 19800 | 0.0089 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0035 | 119.3976 | 19820 | 0.0089 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0029 | 119.5181 | 19840 | 0.0089 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0031 | 119.6386 | 19860 | 0.0090 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0032 | 119.7590 | 19880 | 0.0088 | 0.4916 | 0.9833 | 0.9833 | nan | 0.9833 | 0.0 | 0.9833 | +| 0.0027 | 119.8795 | 19900 | 0.0089 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0031 | 120.0 | 19920 | 0.0091 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.0038 | 120.1205 | 19940 | 0.0092 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0035 | 120.2410 | 19960 | 0.0091 | 0.4892 | 0.9783 | 0.9783 | nan | 0.9783 | 0.0 | 0.9783 | +| 0.0039 | 120.3614 | 19980 | 0.0089 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0032 | 120.4819 | 20000 | 0.0088 | 0.4921 | 0.9843 | 0.9843 | nan | 0.9843 | 0.0 | 0.9843 | +| 0.0036 | 120.6024 | 20020 | 0.0087 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0038 | 120.7229 | 20040 | 0.0089 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0039 | 120.8434 | 20060 | 0.0087 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0033 | 120.9639 | 20080 | 0.0087 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0037 | 121.0843 | 20100 | 0.0090 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0039 | 121.2048 | 20120 | 0.0089 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.003 | 121.3253 | 20140 | 0.0089 | 0.4894 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0043 | 121.4458 | 20160 | 0.0088 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.005 | 121.5663 | 20180 | 0.0087 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0037 | 121.6867 | 20200 | 0.0089 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0033 | 121.8072 | 20220 | 0.0089 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0049 | 121.9277 | 20240 | 0.0090 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0034 | 122.0482 | 20260 | 0.0089 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0034 | 122.1687 | 20280 | 0.0090 | 0.4894 | 0.9789 | 0.9789 | nan | 0.9789 | 0.0 | 0.9789 | +| 0.0035 | 122.2892 | 20300 | 0.0090 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0034 | 122.4096 | 20320 | 0.0091 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0045 | 122.5301 | 20340 | 0.0090 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0038 | 122.6506 | 20360 | 0.0090 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.003 | 122.7711 | 20380 | 0.0089 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0032 | 122.8916 | 20400 | 0.0089 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.003 | 123.0120 | 20420 | 0.0091 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0036 | 123.1325 | 20440 | 0.0090 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0043 | 123.2530 | 20460 | 0.0090 | 0.4897 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0033 | 123.3735 | 20480 | 0.0089 | 0.4899 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0034 | 123.4940 | 20500 | 0.0088 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0036 | 123.6145 | 20520 | 0.0090 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0024 | 123.7349 | 20540 | 0.0090 | 0.4896 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.003 | 123.8554 | 20560 | 0.0089 | 0.4913 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0031 | 123.9759 | 20580 | 0.0089 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0036 | 124.0964 | 20600 | 0.0090 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0033 | 124.2169 | 20620 | 0.0093 | 0.4893 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0033 | 124.3373 | 20640 | 0.0090 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0034 | 124.4578 | 20660 | 0.0089 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.003 | 124.5783 | 20680 | 0.0090 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0036 | 124.6988 | 20700 | 0.0090 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0036 | 124.8193 | 20720 | 0.0090 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0046 | 124.9398 | 20740 | 0.0091 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0033 | 125.0602 | 20760 | 0.0089 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0032 | 125.1807 | 20780 | 0.0093 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0033 | 125.3012 | 20800 | 0.0093 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0034 | 125.4217 | 20820 | 0.0093 | 0.4897 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0037 | 125.5422 | 20840 | 0.0093 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0027 | 125.6627 | 20860 | 0.0091 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0038 | 125.7831 | 20880 | 0.0091 | 0.4915 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.0043 | 125.9036 | 20900 | 0.0091 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0031 | 126.0241 | 20920 | 0.0092 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0036 | 126.1446 | 20940 | 0.0092 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0031 | 126.2651 | 20960 | 0.0091 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0051 | 126.3855 | 20980 | 0.0091 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0041 | 126.5060 | 21000 | 0.0089 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0033 | 126.6265 | 21020 | 0.0089 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0037 | 126.7470 | 21040 | 0.0089 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0031 | 126.8675 | 21060 | 0.0088 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0212 | 126.9880 | 21080 | 0.0093 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0044 | 127.1084 | 21100 | 0.0091 | 0.4896 | 0.9792 | 0.9792 | nan | 0.9792 | 0.0 | 0.9792 | +| 0.004 | 127.2289 | 21120 | 0.0086 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0032 | 127.3494 | 21140 | 0.0089 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0035 | 127.4699 | 21160 | 0.0089 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0049 | 127.5904 | 21180 | 0.0089 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0029 | 127.7108 | 21200 | 0.0089 | 0.4895 | 0.9791 | 0.9791 | nan | 0.9791 | 0.0 | 0.9791 | +| 0.003 | 127.8313 | 21220 | 0.0090 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.004 | 127.9518 | 21240 | 0.0090 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0041 | 128.0723 | 21260 | 0.0090 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0032 | 128.1928 | 21280 | 0.0089 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0033 | 128.3133 | 21300 | 0.0089 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0036 | 128.4337 | 21320 | 0.0090 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0034 | 128.5542 | 21340 | 0.0091 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0037 | 128.6747 | 21360 | 0.0092 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0033 | 128.7952 | 21380 | 0.0091 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0039 | 128.9157 | 21400 | 0.0091 | 0.4896 | 0.9791 | 0.9791 | nan | 0.9791 | 0.0 | 0.9791 | +| 0.0027 | 129.0361 | 21420 | 0.0092 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0039 | 129.1566 | 21440 | 0.0091 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0043 | 129.2771 | 21460 | 0.0092 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0034 | 129.3976 | 21480 | 0.0091 | 0.4895 | 0.9791 | 0.9791 | nan | 0.9791 | 0.0 | 0.9791 | +| 0.0033 | 129.5181 | 21500 | 0.0090 | 0.4915 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.0035 | 129.6386 | 21520 | 0.0089 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0039 | 129.7590 | 21540 | 0.0091 | 0.4894 | 0.9787 | 0.9787 | nan | 0.9787 | 0.0 | 0.9787 | +| 0.0031 | 129.8795 | 21560 | 0.0091 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0031 | 130.0 | 21580 | 0.0092 | 0.4915 | 0.9830 | 0.9830 | nan | 0.9830 | 0.0 | 0.9830 | +| 0.0033 | 130.1205 | 21600 | 0.0093 | 0.4897 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0029 | 130.2410 | 21620 | 0.0092 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0029 | 130.3614 | 21640 | 0.0091 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0034 | 130.4819 | 21660 | 0.0092 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 130.6024 | 21680 | 0.0093 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.0035 | 130.7229 | 21700 | 0.0092 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0034 | 130.8434 | 21720 | 0.0093 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0029 | 130.9639 | 21740 | 0.0092 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0029 | 131.0843 | 21760 | 0.0093 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.003 | 131.2048 | 21780 | 0.0093 | 0.4899 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0031 | 131.3253 | 21800 | 0.0092 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0033 | 131.4458 | 21820 | 0.0092 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0036 | 131.5663 | 21840 | 0.0091 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0032 | 131.6867 | 21860 | 0.0092 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0031 | 131.8072 | 21880 | 0.0093 | 0.4899 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0041 | 131.9277 | 21900 | 0.0092 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0036 | 132.0482 | 21920 | 0.0091 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0034 | 132.1687 | 21940 | 0.0091 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.004 | 132.2892 | 21960 | 0.0091 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0032 | 132.4096 | 21980 | 0.0091 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.004 | 132.5301 | 22000 | 0.0093 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0035 | 132.6506 | 22020 | 0.0092 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0031 | 132.7711 | 22040 | 0.0091 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0035 | 132.8916 | 22060 | 0.0092 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0037 | 133.0120 | 22080 | 0.0090 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.003 | 133.1325 | 22100 | 0.0091 | 0.4914 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.004 | 133.2530 | 22120 | 0.0091 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0033 | 133.3735 | 22140 | 0.0093 | 0.4898 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0031 | 133.4940 | 22160 | 0.0095 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.004 | 133.6145 | 22180 | 0.0090 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0039 | 133.7349 | 22200 | 0.0090 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0039 | 133.8554 | 22220 | 0.0091 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0033 | 133.9759 | 22240 | 0.0092 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0036 | 134.0964 | 22260 | 0.0092 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0034 | 134.2169 | 22280 | 0.0093 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 134.3373 | 22300 | 0.0093 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0032 | 134.4578 | 22320 | 0.0091 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0034 | 134.5783 | 22340 | 0.0090 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.004 | 134.6988 | 22360 | 0.0091 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.003 | 134.8193 | 22380 | 0.0092 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0035 | 134.9398 | 22400 | 0.0092 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0031 | 135.0602 | 22420 | 0.0092 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.003 | 135.1807 | 22440 | 0.0092 | 0.4916 | 0.9832 | 0.9832 | nan | 0.9832 | 0.0 | 0.9832 | +| 0.0031 | 135.3012 | 22460 | 0.0091 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0035 | 135.4217 | 22480 | 0.0090 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0038 | 135.5422 | 22500 | 0.0090 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0035 | 135.6627 | 22520 | 0.0091 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0032 | 135.7831 | 22540 | 0.0091 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0036 | 135.9036 | 22560 | 0.0094 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0033 | 136.0241 | 22580 | 0.0095 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0036 | 136.1446 | 22600 | 0.0092 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0032 | 136.2651 | 22620 | 0.0093 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0037 | 136.3855 | 22640 | 0.0092 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0035 | 136.5060 | 22660 | 0.0093 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0035 | 136.6265 | 22680 | 0.0092 | 0.4913 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0031 | 136.7470 | 22700 | 0.0089 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.003 | 136.8675 | 22720 | 0.0090 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0027 | 136.9880 | 22740 | 0.0091 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0035 | 137.1084 | 22760 | 0.0091 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0042 | 137.2289 | 22780 | 0.0091 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0034 | 137.3494 | 22800 | 0.0092 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.003 | 137.4699 | 22820 | 0.0091 | 0.4915 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.0035 | 137.5904 | 22840 | 0.0092 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0037 | 137.7108 | 22860 | 0.0091 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0032 | 137.8313 | 22880 | 0.0090 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0031 | 137.9518 | 22900 | 0.0092 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0035 | 138.0723 | 22920 | 0.0092 | 0.4894 | 0.9789 | 0.9789 | nan | 0.9789 | 0.0 | 0.9789 | +| 0.0033 | 138.1928 | 22940 | 0.0092 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.003 | 138.3133 | 22960 | 0.0092 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.003 | 138.4337 | 22980 | 0.0091 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0029 | 138.5542 | 23000 | 0.0092 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0035 | 138.6747 | 23020 | 0.0096 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0032 | 138.7952 | 23040 | 0.0091 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0033 | 138.9157 | 23060 | 0.0092 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0035 | 139.0361 | 23080 | 0.0090 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0031 | 139.1566 | 23100 | 0.0093 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0028 | 139.2771 | 23120 | 0.0092 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0031 | 139.3976 | 23140 | 0.0093 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0028 | 139.5181 | 23160 | 0.0094 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0032 | 139.6386 | 23180 | 0.0093 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0032 | 139.7590 | 23200 | 0.0093 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0034 | 139.8795 | 23220 | 0.0091 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0034 | 140.0 | 23240 | 0.0094 | 0.4897 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0031 | 140.1205 | 23260 | 0.0093 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0038 | 140.2410 | 23280 | 0.0095 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0031 | 140.3614 | 23300 | 0.0092 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0036 | 140.4819 | 23320 | 0.0092 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.003 | 140.6024 | 23340 | 0.0092 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.003 | 140.7229 | 23360 | 0.0093 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0034 | 140.8434 | 23380 | 0.0092 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0033 | 140.9639 | 23400 | 0.0093 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.003 | 141.0843 | 23420 | 0.0094 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0034 | 141.2048 | 23440 | 0.0094 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0041 | 141.3253 | 23460 | 0.0093 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0039 | 141.4458 | 23480 | 0.0093 | 0.4898 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0038 | 141.5663 | 23500 | 0.0093 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0035 | 141.6867 | 23520 | 0.0093 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.003 | 141.8072 | 23540 | 0.0093 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.003 | 141.9277 | 23560 | 0.0092 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0029 | 142.0482 | 23580 | 0.0093 | 0.4893 | 0.9786 | 0.9786 | nan | 0.9786 | 0.0 | 0.9786 | +| 0.003 | 142.1687 | 23600 | 0.0093 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0031 | 142.2892 | 23620 | 0.0094 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0034 | 142.4096 | 23640 | 0.0093 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0034 | 142.5301 | 23660 | 0.0094 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0033 | 142.6506 | 23680 | 0.0094 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0033 | 142.7711 | 23700 | 0.0093 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0029 | 142.8916 | 23720 | 0.0093 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0033 | 143.0120 | 23740 | 0.0095 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0031 | 143.1325 | 23760 | 0.0093 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0032 | 143.2530 | 23780 | 0.0095 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0036 | 143.3735 | 23800 | 0.0094 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0036 | 143.4940 | 23820 | 0.0095 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0031 | 143.6145 | 23840 | 0.0094 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0027 | 143.7349 | 23860 | 0.0093 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.004 | 143.8554 | 23880 | 0.0095 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0038 | 143.9759 | 23900 | 0.0093 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0027 | 144.0964 | 23920 | 0.0093 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0035 | 144.2169 | 23940 | 0.0092 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0031 | 144.3373 | 23960 | 0.0092 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0034 | 144.4578 | 23980 | 0.0094 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0031 | 144.5783 | 24000 | 0.0094 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0037 | 144.6988 | 24020 | 0.0093 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0028 | 144.8193 | 24040 | 0.0092 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.003 | 144.9398 | 24060 | 0.0094 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0033 | 145.0602 | 24080 | 0.0095 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0034 | 145.1807 | 24100 | 0.0093 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0032 | 145.3012 | 24120 | 0.0093 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0032 | 145.4217 | 24140 | 0.0094 | 0.4895 | 0.9789 | 0.9789 | nan | 0.9789 | 0.0 | 0.9789 | +| 0.0033 | 145.5422 | 24160 | 0.0093 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0028 | 145.6627 | 24180 | 0.0094 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0031 | 145.7831 | 24200 | 0.0093 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0034 | 145.9036 | 24220 | 0.0091 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0035 | 146.0241 | 24240 | 0.0094 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.003 | 146.1446 | 24260 | 0.0093 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0032 | 146.2651 | 24280 | 0.0094 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 146.3855 | 24300 | 0.0097 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0034 | 146.5060 | 24320 | 0.0094 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0035 | 146.6265 | 24340 | 0.0093 | 0.4914 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0031 | 146.7470 | 24360 | 0.0094 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0027 | 146.8675 | 24380 | 0.0097 | 0.4896 | 0.9792 | 0.9792 | nan | 0.9792 | 0.0 | 0.9792 | +| 0.0032 | 146.9880 | 24400 | 0.0094 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0038 | 147.1084 | 24420 | 0.0093 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0033 | 147.2289 | 24440 | 0.0093 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0031 | 147.3494 | 24460 | 0.0092 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0035 | 147.4699 | 24480 | 0.0092 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0037 | 147.5904 | 24500 | 0.0094 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0029 | 147.7108 | 24520 | 0.0094 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0033 | 147.8313 | 24540 | 0.0092 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0039 | 147.9518 | 24560 | 0.0092 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0027 | 148.0723 | 24580 | 0.0095 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0032 | 148.1928 | 24600 | 0.0093 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0032 | 148.3133 | 24620 | 0.0092 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0035 | 148.4337 | 24640 | 0.0093 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0035 | 148.5542 | 24660 | 0.0094 | 0.4913 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0031 | 148.6747 | 24680 | 0.0094 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0039 | 148.7952 | 24700 | 0.0095 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0036 | 148.9157 | 24720 | 0.0095 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0035 | 149.0361 | 24740 | 0.0094 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0035 | 149.1566 | 24760 | 0.0092 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0039 | 149.2771 | 24780 | 0.0095 | 0.4898 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0026 | 149.3976 | 24800 | 0.0095 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0029 | 149.5181 | 24820 | 0.0094 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0035 | 149.6386 | 24840 | 0.0095 | 0.4915 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.003 | 149.7590 | 24860 | 0.0094 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0033 | 149.8795 | 24880 | 0.0096 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.0046 | 150.0 | 24900 | 0.0094 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0029 | 150.1205 | 24920 | 0.0094 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0027 | 150.2410 | 24940 | 0.0095 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0028 | 150.3614 | 24960 | 0.0092 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0033 | 150.4819 | 24980 | 0.0092 | 0.4899 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0034 | 150.6024 | 25000 | 0.0093 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0031 | 150.7229 | 25020 | 0.0093 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0037 | 150.8434 | 25040 | 0.0094 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0028 | 150.9639 | 25060 | 0.0092 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0034 | 151.0843 | 25080 | 0.0093 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0031 | 151.2048 | 25100 | 0.0095 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0026 | 151.3253 | 25120 | 0.0096 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0026 | 151.4458 | 25140 | 0.0097 | 0.4897 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0025 | 151.5663 | 25160 | 0.0095 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0034 | 151.6867 | 25180 | 0.0095 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0032 | 151.8072 | 25200 | 0.0096 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0032 | 151.9277 | 25220 | 0.0094 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.003 | 152.0482 | 25240 | 0.0095 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0034 | 152.1687 | 25260 | 0.0093 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0031 | 152.2892 | 25280 | 0.0095 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0032 | 152.4096 | 25300 | 0.0096 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0035 | 152.5301 | 25320 | 0.0095 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0032 | 152.6506 | 25340 | 0.0094 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0032 | 152.7711 | 25360 | 0.0094 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0031 | 152.8916 | 25380 | 0.0094 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0036 | 153.0120 | 25400 | 0.0094 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 153.1325 | 25420 | 0.0098 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0035 | 153.2530 | 25440 | 0.0095 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0031 | 153.3735 | 25460 | 0.0095 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0044 | 153.4940 | 25480 | 0.0096 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0029 | 153.6145 | 25500 | 0.0095 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0034 | 153.7349 | 25520 | 0.0096 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0039 | 153.8554 | 25540 | 0.0097 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0033 | 153.9759 | 25560 | 0.0093 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0035 | 154.0964 | 25580 | 0.0094 | 0.4914 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0034 | 154.2169 | 25600 | 0.0094 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0027 | 154.3373 | 25620 | 0.0096 | 0.4896 | 0.9791 | 0.9791 | nan | 0.9791 | 0.0 | 0.9791 | +| 0.0029 | 154.4578 | 25640 | 0.0095 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0035 | 154.5783 | 25660 | 0.0096 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.0032 | 154.6988 | 25680 | 0.0094 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 154.8193 | 25700 | 0.0099 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.005 | 154.9398 | 25720 | 0.0093 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.003 | 155.0602 | 25740 | 0.0095 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0027 | 155.1807 | 25760 | 0.0094 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0033 | 155.3012 | 25780 | 0.0095 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0032 | 155.4217 | 25800 | 0.0096 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.003 | 155.5422 | 25820 | 0.0094 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0029 | 155.6627 | 25840 | 0.0095 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0031 | 155.7831 | 25860 | 0.0094 | 0.4897 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0031 | 155.9036 | 25880 | 0.0094 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0041 | 156.0241 | 25900 | 0.0095 | 0.4899 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0036 | 156.1446 | 25920 | 0.0093 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0034 | 156.2651 | 25940 | 0.0094 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.003 | 156.3855 | 25960 | 0.0094 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.003 | 156.5060 | 25980 | 0.0095 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0034 | 156.6265 | 26000 | 0.0096 | 0.4899 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0035 | 156.7470 | 26020 | 0.0096 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0037 | 156.8675 | 26040 | 0.0095 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0035 | 156.9880 | 26060 | 0.0094 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0026 | 157.1084 | 26080 | 0.0096 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0032 | 157.2289 | 26100 | 0.0096 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0029 | 157.3494 | 26120 | 0.0094 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0029 | 157.4699 | 26140 | 0.0093 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0039 | 157.5904 | 26160 | 0.0094 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0031 | 157.7108 | 26180 | 0.0095 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0029 | 157.8313 | 26200 | 0.0095 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0028 | 157.9518 | 26220 | 0.0094 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0033 | 158.0723 | 26240 | 0.0095 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.003 | 158.1928 | 26260 | 0.0095 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0032 | 158.3133 | 26280 | 0.0095 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0025 | 158.4337 | 26300 | 0.0097 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0029 | 158.5542 | 26320 | 0.0096 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0027 | 158.6747 | 26340 | 0.0096 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0028 | 158.7952 | 26360 | 0.0097 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0032 | 158.9157 | 26380 | 0.0095 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0037 | 159.0361 | 26400 | 0.0096 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0039 | 159.1566 | 26420 | 0.0096 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0033 | 159.2771 | 26440 | 0.0097 | 0.4896 | 0.9792 | 0.9792 | nan | 0.9792 | 0.0 | 0.9792 | +| 0.0033 | 159.3976 | 26460 | 0.0094 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0031 | 159.5181 | 26480 | 0.0095 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0029 | 159.6386 | 26500 | 0.0095 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0031 | 159.7590 | 26520 | 0.0097 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0044 | 159.8795 | 26540 | 0.0098 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 160.0 | 26560 | 0.0097 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0032 | 160.1205 | 26580 | 0.0096 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0035 | 160.2410 | 26600 | 0.0097 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0033 | 160.3614 | 26620 | 0.0098 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0031 | 160.4819 | 26640 | 0.0097 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0035 | 160.6024 | 26660 | 0.0097 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0026 | 160.7229 | 26680 | 0.0096 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0029 | 160.8434 | 26700 | 0.0095 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0032 | 160.9639 | 26720 | 0.0095 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 161.0843 | 26740 | 0.0096 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0026 | 161.2048 | 26760 | 0.0096 | 0.4915 | 0.9830 | 0.9830 | nan | 0.9830 | 0.0 | 0.9830 | +| 0.0027 | 161.3253 | 26780 | 0.0096 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0034 | 161.4458 | 26800 | 0.0095 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0033 | 161.5663 | 26820 | 0.0095 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0028 | 161.6867 | 26840 | 0.0095 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0034 | 161.8072 | 26860 | 0.0096 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0029 | 161.9277 | 26880 | 0.0095 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0027 | 162.0482 | 26900 | 0.0095 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0029 | 162.1687 | 26920 | 0.0097 | 0.4896 | 0.9792 | 0.9792 | nan | 0.9792 | 0.0 | 0.9792 | +| 0.0034 | 162.2892 | 26940 | 0.0097 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0032 | 162.4096 | 26960 | 0.0095 | 0.4916 | 0.9831 | 0.9831 | nan | 0.9831 | 0.0 | 0.9831 | +| 0.0027 | 162.5301 | 26980 | 0.0097 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0027 | 162.6506 | 27000 | 0.0096 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0028 | 162.7711 | 27020 | 0.0096 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0037 | 162.8916 | 27040 | 0.0097 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0027 | 163.0120 | 27060 | 0.0095 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0029 | 163.1325 | 27080 | 0.0096 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0028 | 163.2530 | 27100 | 0.0097 | 0.4899 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0031 | 163.3735 | 27120 | 0.0094 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0033 | 163.4940 | 27140 | 0.0096 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0038 | 163.6145 | 27160 | 0.0098 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0027 | 163.7349 | 27180 | 0.0099 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0033 | 163.8554 | 27200 | 0.0097 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.003 | 163.9759 | 27220 | 0.0098 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0033 | 164.0964 | 27240 | 0.0094 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0034 | 164.2169 | 27260 | 0.0098 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0022 | 164.3373 | 27280 | 0.0097 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0029 | 164.4578 | 27300 | 0.0097 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0032 | 164.5783 | 27320 | 0.0097 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0032 | 164.6988 | 27340 | 0.0097 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0028 | 164.8193 | 27360 | 0.0099 | 0.4897 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0029 | 164.9398 | 27380 | 0.0097 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.003 | 165.0602 | 27400 | 0.0098 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.003 | 165.1807 | 27420 | 0.0097 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0033 | 165.3012 | 27440 | 0.0098 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0033 | 165.4217 | 27460 | 0.0097 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0033 | 165.5422 | 27480 | 0.0099 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0027 | 165.6627 | 27500 | 0.0098 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0034 | 165.7831 | 27520 | 0.0096 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.003 | 165.9036 | 27540 | 0.0097 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0027 | 166.0241 | 27560 | 0.0097 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0029 | 166.1446 | 27580 | 0.0097 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0029 | 166.2651 | 27600 | 0.0097 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0027 | 166.3855 | 27620 | 0.0097 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0034 | 166.5060 | 27640 | 0.0097 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0034 | 166.6265 | 27660 | 0.0098 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0022 | 166.7470 | 27680 | 0.0097 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0031 | 166.8675 | 27700 | 0.0096 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0034 | 166.9880 | 27720 | 0.0099 | 0.4899 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0034 | 167.1084 | 27740 | 0.0096 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0029 | 167.2289 | 27760 | 0.0095 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0027 | 167.3494 | 27780 | 0.0098 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0023 | 167.4699 | 27800 | 0.0096 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0034 | 167.5904 | 27820 | 0.0099 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.003 | 167.7108 | 27840 | 0.0096 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0028 | 167.8313 | 27860 | 0.0096 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0029 | 167.9518 | 27880 | 0.0098 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0035 | 168.0723 | 27900 | 0.0095 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.003 | 168.1928 | 27920 | 0.0096 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0031 | 168.3133 | 27940 | 0.0095 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0026 | 168.4337 | 27960 | 0.0097 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0026 | 168.5542 | 27980 | 0.0098 | 0.4899 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0027 | 168.6747 | 28000 | 0.0098 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0024 | 168.7952 | 28020 | 0.0101 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0028 | 168.9157 | 28040 | 0.0099 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0032 | 169.0361 | 28060 | 0.0097 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0029 | 169.1566 | 28080 | 0.0097 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0031 | 169.2771 | 28100 | 0.0096 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0031 | 169.3976 | 28120 | 0.0097 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0032 | 169.5181 | 28140 | 0.0098 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0028 | 169.6386 | 28160 | 0.0097 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0033 | 169.7590 | 28180 | 0.0098 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0029 | 169.8795 | 28200 | 0.0096 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0032 | 170.0 | 28220 | 0.0096 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0037 | 170.1205 | 28240 | 0.0097 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0024 | 170.2410 | 28260 | 0.0098 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0033 | 170.3614 | 28280 | 0.0099 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0027 | 170.4819 | 28300 | 0.0098 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0033 | 170.6024 | 28320 | 0.0100 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0028 | 170.7229 | 28340 | 0.0098 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.003 | 170.8434 | 28360 | 0.0098 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 170.9639 | 28380 | 0.0097 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.003 | 171.0843 | 28400 | 0.0097 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 171.2048 | 28420 | 0.0096 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.003 | 171.3253 | 28440 | 0.0097 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0028 | 171.4458 | 28460 | 0.0097 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.003 | 171.5663 | 28480 | 0.0099 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0031 | 171.6867 | 28500 | 0.0097 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0035 | 171.8072 | 28520 | 0.0098 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0032 | 171.9277 | 28540 | 0.0099 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0034 | 172.0482 | 28560 | 0.0098 | 0.4898 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.003 | 172.1687 | 28580 | 0.0099 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0029 | 172.2892 | 28600 | 0.0099 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 172.4096 | 28620 | 0.0098 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0035 | 172.5301 | 28640 | 0.0098 | 0.4913 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0028 | 172.6506 | 28660 | 0.0096 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.003 | 172.7711 | 28680 | 0.0098 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0029 | 172.8916 | 28700 | 0.0097 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0031 | 173.0120 | 28720 | 0.0098 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.003 | 173.1325 | 28740 | 0.0099 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0031 | 173.2530 | 28760 | 0.0098 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0028 | 173.3735 | 28780 | 0.0098 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0031 | 173.4940 | 28800 | 0.0099 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0032 | 173.6145 | 28820 | 0.0098 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0032 | 173.7349 | 28840 | 0.0099 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.0028 | 173.8554 | 28860 | 0.0097 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0026 | 173.9759 | 28880 | 0.0098 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 174.0964 | 28900 | 0.0100 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0026 | 174.2169 | 28920 | 0.0099 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0036 | 174.3373 | 28940 | 0.0098 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0032 | 174.4578 | 28960 | 0.0098 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0036 | 174.5783 | 28980 | 0.0098 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0029 | 174.6988 | 29000 | 0.0098 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0032 | 174.8193 | 29020 | 0.0098 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0032 | 174.9398 | 29040 | 0.0098 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0029 | 175.0602 | 29060 | 0.0098 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0025 | 175.1807 | 29080 | 0.0098 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0027 | 175.3012 | 29100 | 0.0098 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0031 | 175.4217 | 29120 | 0.0098 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0029 | 175.5422 | 29140 | 0.0100 | 0.4899 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0026 | 175.6627 | 29160 | 0.0100 | 0.4899 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.0026 | 175.7831 | 29180 | 0.0099 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0028 | 175.9036 | 29200 | 0.0099 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0023 | 176.0241 | 29220 | 0.0099 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0028 | 176.1446 | 29240 | 0.0099 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.003 | 176.2651 | 29260 | 0.0099 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.003 | 176.3855 | 29280 | 0.0099 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0026 | 176.5060 | 29300 | 0.0101 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 176.6265 | 29320 | 0.0099 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0031 | 176.7470 | 29340 | 0.0100 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0035 | 176.8675 | 29360 | 0.0100 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0036 | 176.9880 | 29380 | 0.0098 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0035 | 177.1084 | 29400 | 0.0099 | 0.4913 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0024 | 177.2289 | 29420 | 0.0102 | 0.4896 | 0.9792 | 0.9792 | nan | 0.9792 | 0.0 | 0.9792 | +| 0.0029 | 177.3494 | 29440 | 0.0100 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0029 | 177.4699 | 29460 | 0.0099 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0033 | 177.5904 | 29480 | 0.0099 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0031 | 177.7108 | 29500 | 0.0097 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0032 | 177.8313 | 29520 | 0.0095 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0024 | 177.9518 | 29540 | 0.0096 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0031 | 178.0723 | 29560 | 0.0098 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0031 | 178.1928 | 29580 | 0.0098 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0032 | 178.3133 | 29600 | 0.0098 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0029 | 178.4337 | 29620 | 0.0098 | 0.4897 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0026 | 178.5542 | 29640 | 0.0099 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0029 | 178.6747 | 29660 | 0.0096 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0029 | 178.7952 | 29680 | 0.0099 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0031 | 178.9157 | 29700 | 0.0097 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0031 | 179.0361 | 29720 | 0.0097 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0026 | 179.1566 | 29740 | 0.0098 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0027 | 179.2771 | 29760 | 0.0098 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0038 | 179.3976 | 29780 | 0.0100 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0026 | 179.5181 | 29800 | 0.0099 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0036 | 179.6386 | 29820 | 0.0098 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.003 | 179.7590 | 29840 | 0.0100 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0032 | 179.8795 | 29860 | 0.0098 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0026 | 180.0 | 29880 | 0.0096 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0028 | 180.1205 | 29900 | 0.0097 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0034 | 180.2410 | 29920 | 0.0097 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0032 | 180.3614 | 29940 | 0.0099 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0025 | 180.4819 | 29960 | 0.0098 | 0.4899 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0029 | 180.6024 | 29980 | 0.0098 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0031 | 180.7229 | 30000 | 0.0097 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0033 | 180.8434 | 30020 | 0.0100 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0033 | 180.9639 | 30040 | 0.0099 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0027 | 181.0843 | 30060 | 0.0098 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0025 | 181.2048 | 30080 | 0.0100 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0036 | 181.3253 | 30100 | 0.0099 | 0.4918 | 0.9836 | 0.9836 | nan | 0.9836 | 0.0 | 0.9836 | +| 0.0027 | 181.4458 | 30120 | 0.0097 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0028 | 181.5663 | 30140 | 0.0100 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0025 | 181.6867 | 30160 | 0.0100 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0027 | 181.8072 | 30180 | 0.0102 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0029 | 181.9277 | 30200 | 0.0098 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0051 | 182.0482 | 30220 | 0.0100 | 0.4915 | 0.9830 | 0.9830 | nan | 0.9830 | 0.0 | 0.9830 | +| 0.003 | 182.1687 | 30240 | 0.0099 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0039 | 182.2892 | 30260 | 0.0099 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0029 | 182.4096 | 30280 | 0.0099 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0029 | 182.5301 | 30300 | 0.0097 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0029 | 182.6506 | 30320 | 0.0099 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0028 | 182.7711 | 30340 | 0.0098 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0029 | 182.8916 | 30360 | 0.0098 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0033 | 183.0120 | 30380 | 0.0098 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0031 | 183.1325 | 30400 | 0.0099 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0027 | 183.2530 | 30420 | 0.0099 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0028 | 183.3735 | 30440 | 0.0099 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 183.4940 | 30460 | 0.0099 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0029 | 183.6145 | 30480 | 0.0100 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0034 | 183.7349 | 30500 | 0.0101 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0031 | 183.8554 | 30520 | 0.0099 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0033 | 183.9759 | 30540 | 0.0099 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0032 | 184.0964 | 30560 | 0.0101 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0028 | 184.2169 | 30580 | 0.0101 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0028 | 184.3373 | 30600 | 0.0099 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0027 | 184.4578 | 30620 | 0.0098 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.003 | 184.5783 | 30640 | 0.0100 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0029 | 184.6988 | 30660 | 0.0101 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0026 | 184.8193 | 30680 | 0.0101 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0032 | 184.9398 | 30700 | 0.0099 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0028 | 185.0602 | 30720 | 0.0100 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.003 | 185.1807 | 30740 | 0.0099 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0027 | 185.3012 | 30760 | 0.0099 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0032 | 185.4217 | 30780 | 0.0099 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0031 | 185.5422 | 30800 | 0.0099 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0037 | 185.6627 | 30820 | 0.0100 | 0.4899 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0037 | 185.7831 | 30840 | 0.0098 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0022 | 185.9036 | 30860 | 0.0099 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.003 | 186.0241 | 30880 | 0.0098 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0029 | 186.1446 | 30900 | 0.0098 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0026 | 186.2651 | 30920 | 0.0099 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0029 | 186.3855 | 30940 | 0.0098 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0024 | 186.5060 | 30960 | 0.0100 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0035 | 186.6265 | 30980 | 0.0099 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.003 | 186.7470 | 31000 | 0.0099 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0028 | 186.8675 | 31020 | 0.0098 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0025 | 186.9880 | 31040 | 0.0100 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.003 | 187.1084 | 31060 | 0.0104 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0027 | 187.2289 | 31080 | 0.0100 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0024 | 187.3494 | 31100 | 0.0099 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0029 | 187.4699 | 31120 | 0.0101 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0032 | 187.5904 | 31140 | 0.0098 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0025 | 187.7108 | 31160 | 0.0099 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0034 | 187.8313 | 31180 | 0.0100 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.003 | 187.9518 | 31200 | 0.0101 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0031 | 188.0723 | 31220 | 0.0099 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 188.1928 | 31240 | 0.0099 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0029 | 188.3133 | 31260 | 0.0100 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0031 | 188.4337 | 31280 | 0.0101 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0034 | 188.5542 | 31300 | 0.0100 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 188.6747 | 31320 | 0.0099 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0025 | 188.7952 | 31340 | 0.0099 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0035 | 188.9157 | 31360 | 0.0100 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0022 | 189.0361 | 31380 | 0.0098 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0027 | 189.1566 | 31400 | 0.0100 | 0.4899 | 0.9797 | 0.9797 | nan | 0.9797 | 0.0 | 0.9797 | +| 0.003 | 189.2771 | 31420 | 0.0098 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0024 | 189.3976 | 31440 | 0.0099 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0032 | 189.5181 | 31460 | 0.0098 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0028 | 189.6386 | 31480 | 0.0098 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0034 | 189.7590 | 31500 | 0.0101 | 0.4896 | 0.9793 | 0.9793 | nan | 0.9793 | 0.0 | 0.9793 | +| 0.0028 | 189.8795 | 31520 | 0.0102 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0029 | 190.0 | 31540 | 0.0100 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0032 | 190.1205 | 31560 | 0.0100 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0028 | 190.2410 | 31580 | 0.0100 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0033 | 190.3614 | 31600 | 0.0099 | 0.4915 | 0.9830 | 0.9830 | nan | 0.9830 | 0.0 | 0.9830 | +| 0.0027 | 190.4819 | 31620 | 0.0100 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 190.6024 | 31640 | 0.0101 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0025 | 190.7229 | 31660 | 0.0100 | 0.4898 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0029 | 190.8434 | 31680 | 0.0100 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0033 | 190.9639 | 31700 | 0.0098 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0028 | 191.0843 | 31720 | 0.0098 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0026 | 191.2048 | 31740 | 0.0097 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0027 | 191.3253 | 31760 | 0.0100 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0025 | 191.4458 | 31780 | 0.0099 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0031 | 191.5663 | 31800 | 0.0100 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0026 | 191.6867 | 31820 | 0.0098 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0029 | 191.8072 | 31840 | 0.0100 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0032 | 191.9277 | 31860 | 0.0101 | 0.4897 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.003 | 192.0482 | 31880 | 0.0099 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0027 | 192.1687 | 31900 | 0.0099 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0027 | 192.2892 | 31920 | 0.0099 | 0.4899 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0029 | 192.4096 | 31940 | 0.0102 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0026 | 192.5301 | 31960 | 0.0100 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0027 | 192.6506 | 31980 | 0.0100 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0032 | 192.7711 | 32000 | 0.0101 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0037 | 192.8916 | 32020 | 0.0101 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0028 | 193.0120 | 32040 | 0.0100 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0028 | 193.1325 | 32060 | 0.0100 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0031 | 193.2530 | 32080 | 0.0099 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0039 | 193.3735 | 32100 | 0.0101 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0027 | 193.4940 | 32120 | 0.0100 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.003 | 193.6145 | 32140 | 0.0103 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.0029 | 193.7349 | 32160 | 0.0098 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0029 | 193.8554 | 32180 | 0.0100 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0027 | 193.9759 | 32200 | 0.0099 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0034 | 194.0964 | 32220 | 0.0101 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0038 | 194.2169 | 32240 | 0.0102 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0031 | 194.3373 | 32260 | 0.0101 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0029 | 194.4578 | 32280 | 0.0100 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0027 | 194.5783 | 32300 | 0.0104 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0029 | 194.6988 | 32320 | 0.0102 | 0.4898 | 0.9796 | 0.9796 | nan | 0.9796 | 0.0 | 0.9796 | +| 0.0026 | 194.8193 | 32340 | 0.0101 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0029 | 194.9398 | 32360 | 0.0100 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0026 | 195.0602 | 32380 | 0.0100 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0031 | 195.1807 | 32400 | 0.0100 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0027 | 195.3012 | 32420 | 0.0101 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0029 | 195.4217 | 32440 | 0.0100 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0027 | 195.5422 | 32460 | 0.0100 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 195.6627 | 32480 | 0.0101 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0028 | 195.7831 | 32500 | 0.0101 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0026 | 195.9036 | 32520 | 0.0101 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0025 | 196.0241 | 32540 | 0.0100 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0033 | 196.1446 | 32560 | 0.0100 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0028 | 196.2651 | 32580 | 0.0100 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0027 | 196.3855 | 32600 | 0.0100 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0029 | 196.5060 | 32620 | 0.0099 | 0.4915 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.0023 | 196.6265 | 32640 | 0.0101 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0026 | 196.7470 | 32660 | 0.0101 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0031 | 196.8675 | 32680 | 0.0101 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0028 | 196.9880 | 32700 | 0.0100 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 197.1084 | 32720 | 0.0101 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.003 | 197.2289 | 32740 | 0.0103 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.0029 | 197.3494 | 32760 | 0.0103 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0027 | 197.4699 | 32780 | 0.0103 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0028 | 197.5904 | 32800 | 0.0104 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0032 | 197.7108 | 32820 | 0.0102 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0024 | 197.8313 | 32840 | 0.0101 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0028 | 197.9518 | 32860 | 0.0102 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0025 | 198.0723 | 32880 | 0.0100 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0025 | 198.1928 | 32900 | 0.0102 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0028 | 198.3133 | 32920 | 0.0101 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0025 | 198.4337 | 32940 | 0.0102 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0026 | 198.5542 | 32960 | 0.0101 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0033 | 198.6747 | 32980 | 0.0100 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0027 | 198.7952 | 33000 | 0.0102 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0029 | 198.9157 | 33020 | 0.0102 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0027 | 199.0361 | 33040 | 0.0099 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0031 | 199.1566 | 33060 | 0.0101 | 0.4920 | 0.9840 | 0.9840 | nan | 0.9840 | 0.0 | 0.9840 | +| 0.0039 | 199.2771 | 33080 | 0.0101 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0024 | 199.3976 | 33100 | 0.0102 | 0.4898 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0024 | 199.5181 | 33120 | 0.0100 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 199.6386 | 33140 | 0.0100 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0026 | 199.7590 | 33160 | 0.0101 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0027 | 199.8795 | 33180 | 0.0101 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0035 | 200.0 | 33200 | 0.0101 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0028 | 200.1205 | 33220 | 0.0102 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0028 | 200.2410 | 33240 | 0.0102 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0028 | 200.3614 | 33260 | 0.0101 | 0.4913 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0028 | 200.4819 | 33280 | 0.0101 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0031 | 200.6024 | 33300 | 0.0101 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0023 | 200.7229 | 33320 | 0.0102 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0028 | 200.8434 | 33340 | 0.0100 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0032 | 200.9639 | 33360 | 0.0100 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0032 | 201.0843 | 33380 | 0.0102 | 0.4899 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0032 | 201.2048 | 33400 | 0.0100 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.003 | 201.3253 | 33420 | 0.0100 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0031 | 201.4458 | 33440 | 0.0103 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0028 | 201.5663 | 33460 | 0.0103 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0027 | 201.6867 | 33480 | 0.0101 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0026 | 201.8072 | 33500 | 0.0100 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0036 | 201.9277 | 33520 | 0.0100 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0027 | 202.0482 | 33540 | 0.0101 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 202.1687 | 33560 | 0.0102 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0029 | 202.2892 | 33580 | 0.0101 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0027 | 202.4096 | 33600 | 0.0100 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0026 | 202.5301 | 33620 | 0.0101 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0027 | 202.6506 | 33640 | 0.0102 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0027 | 202.7711 | 33660 | 0.0102 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 202.8916 | 33680 | 0.0100 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0032 | 203.0120 | 33700 | 0.0099 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0026 | 203.1325 | 33720 | 0.0099 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.003 | 203.2530 | 33740 | 0.0101 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0034 | 203.3735 | 33760 | 0.0102 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0027 | 203.4940 | 33780 | 0.0101 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0025 | 203.6145 | 33800 | 0.0109 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0036 | 203.7349 | 33820 | 0.0098 | 0.4897 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0028 | 203.8554 | 33840 | 0.0099 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0032 | 203.9759 | 33860 | 0.0098 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0026 | 204.0964 | 33880 | 0.0100 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0032 | 204.2169 | 33900 | 0.0100 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0038 | 204.3373 | 33920 | 0.0100 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0031 | 204.4578 | 33940 | 0.0101 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0026 | 204.5783 | 33960 | 0.0101 | 0.4918 | 0.9837 | 0.9837 | nan | 0.9837 | 0.0 | 0.9837 | +| 0.0031 | 204.6988 | 33980 | 0.0099 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0029 | 204.8193 | 34000 | 0.0099 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.003 | 204.9398 | 34020 | 0.0100 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0031 | 205.0602 | 34040 | 0.0100 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0028 | 205.1807 | 34060 | 0.0102 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0031 | 205.3012 | 34080 | 0.0101 | 0.4899 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0027 | 205.4217 | 34100 | 0.0103 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0027 | 205.5422 | 34120 | 0.0101 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0028 | 205.6627 | 34140 | 0.0102 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.003 | 205.7831 | 34160 | 0.0100 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.003 | 205.9036 | 34180 | 0.0101 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0037 | 206.0241 | 34200 | 0.0102 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0028 | 206.1446 | 34220 | 0.0102 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0032 | 206.2651 | 34240 | 0.0101 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0029 | 206.3855 | 34260 | 0.0102 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0029 | 206.5060 | 34280 | 0.0103 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0025 | 206.6265 | 34300 | 0.0102 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.003 | 206.7470 | 34320 | 0.0102 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0026 | 206.8675 | 34340 | 0.0103 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0029 | 206.9880 | 34360 | 0.0102 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0023 | 207.1084 | 34380 | 0.0104 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0028 | 207.2289 | 34400 | 0.0103 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0029 | 207.3494 | 34420 | 0.0103 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0031 | 207.4699 | 34440 | 0.0101 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0025 | 207.5904 | 34460 | 0.0102 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0027 | 207.7108 | 34480 | 0.0102 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0027 | 207.8313 | 34500 | 0.0102 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0028 | 207.9518 | 34520 | 0.0102 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.003 | 208.0723 | 34540 | 0.0103 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0031 | 208.1928 | 34560 | 0.0103 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0028 | 208.3133 | 34580 | 0.0102 | 0.4918 | 0.9835 | 0.9835 | nan | 0.9835 | 0.0 | 0.9835 | +| 0.0023 | 208.4337 | 34600 | 0.0102 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0028 | 208.5542 | 34620 | 0.0102 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0026 | 208.6747 | 34640 | 0.0102 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0027 | 208.7952 | 34660 | 0.0103 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0023 | 208.9157 | 34680 | 0.0104 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0028 | 209.0361 | 34700 | 0.0103 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0028 | 209.1566 | 34720 | 0.0103 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0023 | 209.2771 | 34740 | 0.0103 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0026 | 209.3976 | 34760 | 0.0103 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 209.5181 | 34780 | 0.0103 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0026 | 209.6386 | 34800 | 0.0103 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0028 | 209.7590 | 34820 | 0.0103 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0032 | 209.8795 | 34840 | 0.0103 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0045 | 210.0 | 34860 | 0.0103 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0028 | 210.1205 | 34880 | 0.0104 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 210.2410 | 34900 | 0.0104 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0029 | 210.3614 | 34920 | 0.0103 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.003 | 210.4819 | 34940 | 0.0102 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0029 | 210.6024 | 34960 | 0.0102 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0029 | 210.7229 | 34980 | 0.0103 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0031 | 210.8434 | 35000 | 0.0104 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.003 | 210.9639 | 35020 | 0.0104 | 0.4914 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.003 | 211.0843 | 35040 | 0.0105 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0027 | 211.2048 | 35060 | 0.0102 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 211.3253 | 35080 | 0.0103 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0023 | 211.4458 | 35100 | 0.0103 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.003 | 211.5663 | 35120 | 0.0103 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 211.6867 | 35140 | 0.0105 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0027 | 211.8072 | 35160 | 0.0103 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0026 | 211.9277 | 35180 | 0.0103 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0031 | 212.0482 | 35200 | 0.0103 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.003 | 212.1687 | 35220 | 0.0102 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0029 | 212.2892 | 35240 | 0.0102 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0024 | 212.4096 | 35260 | 0.0101 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0026 | 212.5301 | 35280 | 0.0101 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 212.6506 | 35300 | 0.0104 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0027 | 212.7711 | 35320 | 0.0104 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0025 | 212.8916 | 35340 | 0.0103 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.003 | 213.0120 | 35360 | 0.0103 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0026 | 213.1325 | 35380 | 0.0104 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0028 | 213.2530 | 35400 | 0.0104 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.003 | 213.3735 | 35420 | 0.0102 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 213.4940 | 35440 | 0.0103 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0026 | 213.6145 | 35460 | 0.0103 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0023 | 213.7349 | 35480 | 0.0103 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 213.8554 | 35500 | 0.0102 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.003 | 213.9759 | 35520 | 0.0102 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0026 | 214.0964 | 35540 | 0.0101 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0027 | 214.2169 | 35560 | 0.0102 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0024 | 214.3373 | 35580 | 0.0101 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0024 | 214.4578 | 35600 | 0.0103 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0024 | 214.5783 | 35620 | 0.0103 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.003 | 214.6988 | 35640 | 0.0104 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0027 | 214.8193 | 35660 | 0.0103 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0025 | 214.9398 | 35680 | 0.0102 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0021 | 215.0602 | 35700 | 0.0104 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 215.1807 | 35720 | 0.0103 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0029 | 215.3012 | 35740 | 0.0103 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0025 | 215.4217 | 35760 | 0.0105 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0028 | 215.5422 | 35780 | 0.0104 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0028 | 215.6627 | 35800 | 0.0104 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 215.7831 | 35820 | 0.0104 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0028 | 215.9036 | 35840 | 0.0105 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0026 | 216.0241 | 35860 | 0.0103 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0025 | 216.1446 | 35880 | 0.0104 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0026 | 216.2651 | 35900 | 0.0103 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0027 | 216.3855 | 35920 | 0.0103 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0028 | 216.5060 | 35940 | 0.0103 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 216.6265 | 35960 | 0.0103 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.003 | 216.7470 | 35980 | 0.0103 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0028 | 216.8675 | 36000 | 0.0103 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.003 | 216.9880 | 36020 | 0.0103 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 217.1084 | 36040 | 0.0103 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0028 | 217.2289 | 36060 | 0.0104 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.004 | 217.3494 | 36080 | 0.0102 | 0.4914 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.0023 | 217.4699 | 36100 | 0.0102 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0028 | 217.5904 | 36120 | 0.0102 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.003 | 217.7108 | 36140 | 0.0103 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0027 | 217.8313 | 36160 | 0.0105 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 217.9518 | 36180 | 0.0104 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0029 | 218.0723 | 36200 | 0.0102 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0022 | 218.1928 | 36220 | 0.0105 | 0.4913 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0031 | 218.3133 | 36240 | 0.0105 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0033 | 218.4337 | 36260 | 0.0104 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0027 | 218.5542 | 36280 | 0.0105 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0026 | 218.6747 | 36300 | 0.0105 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.003 | 218.7952 | 36320 | 0.0110 | 0.4892 | 0.9784 | 0.9784 | nan | 0.9784 | 0.0 | 0.9784 | +| 0.0035 | 218.9157 | 36340 | 0.0101 | 0.4914 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.0038 | 219.0361 | 36360 | 0.0097 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.003 | 219.1566 | 36380 | 0.0098 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0032 | 219.2771 | 36400 | 0.0100 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 219.3976 | 36420 | 0.0100 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 219.5181 | 36440 | 0.0102 | 0.4898 | 0.9795 | 0.9795 | nan | 0.9795 | 0.0 | 0.9795 | +| 0.0031 | 219.6386 | 36460 | 0.0101 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0029 | 219.7590 | 36480 | 0.0100 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0026 | 219.8795 | 36500 | 0.0099 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0028 | 220.0 | 36520 | 0.0100 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0029 | 220.1205 | 36540 | 0.0102 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 220.2410 | 36560 | 0.0100 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0029 | 220.3614 | 36580 | 0.0101 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0026 | 220.4819 | 36600 | 0.0103 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.003 | 220.6024 | 36620 | 0.0103 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.003 | 220.7229 | 36640 | 0.0103 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0029 | 220.8434 | 36660 | 0.0103 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0027 | 220.9639 | 36680 | 0.0102 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0027 | 221.0843 | 36700 | 0.0103 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0027 | 221.2048 | 36720 | 0.0102 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0025 | 221.3253 | 36740 | 0.0104 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0031 | 221.4458 | 36760 | 0.0102 | 0.4917 | 0.9834 | 0.9834 | nan | 0.9834 | 0.0 | 0.9834 | +| 0.0026 | 221.5663 | 36780 | 0.0103 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0029 | 221.6867 | 36800 | 0.0105 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0026 | 221.8072 | 36820 | 0.0103 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0027 | 221.9277 | 36840 | 0.0103 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0024 | 222.0482 | 36860 | 0.0102 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0029 | 222.1687 | 36880 | 0.0105 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.003 | 222.2892 | 36900 | 0.0108 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0028 | 222.4096 | 36920 | 0.0104 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0028 | 222.5301 | 36940 | 0.0103 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 222.6506 | 36960 | 0.0101 | 0.4884 | 0.9769 | 0.9769 | nan | 0.9769 | 0.0 | 0.9769 | +| 0.0039 | 222.7711 | 36980 | 0.0101 | 0.4915 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.0039 | 222.8916 | 37000 | 0.0096 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0027 | 223.0120 | 37020 | 0.0094 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0032 | 223.1325 | 37040 | 0.0095 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0025 | 223.2530 | 37060 | 0.0097 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0025 | 223.3735 | 37080 | 0.0098 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0027 | 223.4940 | 37100 | 0.0099 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.003 | 223.6145 | 37120 | 0.0097 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0029 | 223.7349 | 37140 | 0.0099 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0027 | 223.8554 | 37160 | 0.0099 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0036 | 223.9759 | 37180 | 0.0104 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0026 | 224.0964 | 37200 | 0.0099 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0027 | 224.2169 | 37220 | 0.0101 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0027 | 224.3373 | 37240 | 0.0101 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0028 | 224.4578 | 37260 | 0.0101 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 224.5783 | 37280 | 0.0101 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0027 | 224.6988 | 37300 | 0.0103 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 224.8193 | 37320 | 0.0102 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0027 | 224.9398 | 37340 | 0.0103 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0029 | 225.0602 | 37360 | 0.0102 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.002 | 225.1807 | 37380 | 0.0105 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0028 | 225.3012 | 37400 | 0.0104 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0028 | 225.4217 | 37420 | 0.0103 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.003 | 225.5422 | 37440 | 0.0103 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0024 | 225.6627 | 37460 | 0.0104 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0029 | 225.7831 | 37480 | 0.0104 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0025 | 225.9036 | 37500 | 0.0103 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 226.0241 | 37520 | 0.0104 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0025 | 226.1446 | 37540 | 0.0104 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0019 | 226.2651 | 37560 | 0.0105 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0027 | 226.3855 | 37580 | 0.0104 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0024 | 226.5060 | 37600 | 0.0104 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0027 | 226.6265 | 37620 | 0.0105 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0031 | 226.7470 | 37640 | 0.0104 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0025 | 226.8675 | 37660 | 0.0105 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0024 | 226.9880 | 37680 | 0.0103 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0026 | 227.1084 | 37700 | 0.0104 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0028 | 227.2289 | 37720 | 0.0105 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 227.3494 | 37740 | 0.0105 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.003 | 227.4699 | 37760 | 0.0104 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0028 | 227.5904 | 37780 | 0.0104 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0024 | 227.7108 | 37800 | 0.0104 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0029 | 227.8313 | 37820 | 0.0102 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 227.9518 | 37840 | 0.0104 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0027 | 228.0723 | 37860 | 0.0104 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0029 | 228.1928 | 37880 | 0.0105 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0027 | 228.3133 | 37900 | 0.0106 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0021 | 228.4337 | 37920 | 0.0105 | 0.4916 | 0.9831 | 0.9831 | nan | 0.9831 | 0.0 | 0.9831 | +| 0.0032 | 228.5542 | 37940 | 0.0105 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0028 | 228.6747 | 37960 | 0.0106 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0029 | 228.7952 | 37980 | 0.0104 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0027 | 228.9157 | 38000 | 0.0105 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0025 | 229.0361 | 38020 | 0.0106 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0033 | 229.1566 | 38040 | 0.0105 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0024 | 229.2771 | 38060 | 0.0105 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 229.3976 | 38080 | 0.0107 | 0.4895 | 0.9789 | 0.9789 | nan | 0.9789 | 0.0 | 0.9789 | +| 0.0035 | 229.5181 | 38100 | 0.0106 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 229.6386 | 38120 | 0.0106 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0027 | 229.7590 | 38140 | 0.0104 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0026 | 229.8795 | 38160 | 0.0104 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0027 | 230.0 | 38180 | 0.0104 | 0.4914 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0026 | 230.1205 | 38200 | 0.0104 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0022 | 230.2410 | 38220 | 0.0104 | 0.4915 | 0.9830 | 0.9830 | nan | 0.9830 | 0.0 | 0.9830 | +| 0.0028 | 230.3614 | 38240 | 0.0104 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0025 | 230.4819 | 38260 | 0.0104 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0023 | 230.6024 | 38280 | 0.0104 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 230.7229 | 38300 | 0.0107 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0026 | 230.8434 | 38320 | 0.0106 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0025 | 230.9639 | 38340 | 0.0106 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0029 | 231.0843 | 38360 | 0.0105 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0026 | 231.2048 | 38380 | 0.0107 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 231.3253 | 38400 | 0.0106 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0029 | 231.4458 | 38420 | 0.0109 | 0.4901 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0022 | 231.5663 | 38440 | 0.0107 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.003 | 231.6867 | 38460 | 0.0106 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0024 | 231.8072 | 38480 | 0.0106 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0029 | 231.9277 | 38500 | 0.0105 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0028 | 232.0482 | 38520 | 0.0104 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0028 | 232.1687 | 38540 | 0.0105 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0027 | 232.2892 | 38560 | 0.0106 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0028 | 232.4096 | 38580 | 0.0105 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0028 | 232.5301 | 38600 | 0.0105 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0028 | 232.6506 | 38620 | 0.0104 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0032 | 232.7711 | 38640 | 0.0103 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0027 | 232.8916 | 38660 | 0.0106 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0026 | 233.0120 | 38680 | 0.0105 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0026 | 233.1325 | 38700 | 0.0106 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0026 | 233.2530 | 38720 | 0.0105 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0026 | 233.3735 | 38740 | 0.0106 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0023 | 233.4940 | 38760 | 0.0106 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0026 | 233.6145 | 38780 | 0.0105 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0026 | 233.7349 | 38800 | 0.0105 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0024 | 233.8554 | 38820 | 0.0106 | 0.4900 | 0.9799 | 0.9799 | nan | 0.9799 | 0.0 | 0.9799 | +| 0.0028 | 233.9759 | 38840 | 0.0106 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0025 | 234.0964 | 38860 | 0.0106 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0029 | 234.2169 | 38880 | 0.0107 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 234.3373 | 38900 | 0.0105 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0022 | 234.4578 | 38920 | 0.0107 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0032 | 234.5783 | 38940 | 0.0106 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 234.6988 | 38960 | 0.0106 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 234.8193 | 38980 | 0.0107 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0023 | 234.9398 | 39000 | 0.0106 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0027 | 235.0602 | 39020 | 0.0106 | 0.4900 | 0.9800 | 0.9800 | nan | 0.9800 | 0.0 | 0.9800 | +| 0.0026 | 235.1807 | 39040 | 0.0105 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0024 | 235.3012 | 39060 | 0.0106 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0027 | 235.4217 | 39080 | 0.0105 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 235.5422 | 39100 | 0.0106 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0031 | 235.6627 | 39120 | 0.0104 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0027 | 235.7831 | 39140 | 0.0106 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 235.9036 | 39160 | 0.0105 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0027 | 236.0241 | 39180 | 0.0106 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0027 | 236.1446 | 39200 | 0.0105 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0026 | 236.2651 | 39220 | 0.0107 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0029 | 236.3855 | 39240 | 0.0106 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0027 | 236.5060 | 39260 | 0.0106 | 0.4899 | 0.9798 | 0.9798 | nan | 0.9798 | 0.0 | 0.9798 | +| 0.0032 | 236.6265 | 39280 | 0.0106 | 0.4915 | 0.9831 | 0.9831 | nan | 0.9831 | 0.0 | 0.9831 | +| 0.0026 | 236.7470 | 39300 | 0.0106 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0026 | 236.8675 | 39320 | 0.0103 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0031 | 236.9880 | 39340 | 0.0104 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0026 | 237.1084 | 39360 | 0.0107 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0026 | 237.2289 | 39380 | 0.0106 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 237.3494 | 39400 | 0.0107 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0029 | 237.4699 | 39420 | 0.0107 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0032 | 237.5904 | 39440 | 0.0105 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0021 | 237.7108 | 39460 | 0.0107 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0029 | 237.8313 | 39480 | 0.0107 | 0.4914 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.0029 | 237.9518 | 39500 | 0.0106 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0031 | 238.0723 | 39520 | 0.0107 | 0.4916 | 0.9831 | 0.9831 | nan | 0.9831 | 0.0 | 0.9831 | +| 0.003 | 238.1928 | 39540 | 0.0104 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 238.3133 | 39560 | 0.0106 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0019 | 238.4337 | 39580 | 0.0105 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0033 | 238.5542 | 39600 | 0.0108 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0022 | 238.6747 | 39620 | 0.0105 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 238.7952 | 39640 | 0.0107 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 238.9157 | 39660 | 0.0106 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0036 | 239.0361 | 39680 | 0.0106 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0025 | 239.1566 | 39700 | 0.0107 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0027 | 239.2771 | 39720 | 0.0106 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0026 | 239.3976 | 39740 | 0.0105 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0033 | 239.5181 | 39760 | 0.0106 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0026 | 239.6386 | 39780 | 0.0104 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 239.7590 | 39800 | 0.0107 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0028 | 239.8795 | 39820 | 0.0106 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0026 | 240.0 | 39840 | 0.0106 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0023 | 240.1205 | 39860 | 0.0103 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0039 | 240.2410 | 39880 | 0.0105 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0023 | 240.3614 | 39900 | 0.0106 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0029 | 240.4819 | 39920 | 0.0107 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 240.6024 | 39940 | 0.0107 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0025 | 240.7229 | 39960 | 0.0104 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0028 | 240.8434 | 39980 | 0.0107 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0022 | 240.9639 | 40000 | 0.0106 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0028 | 241.0843 | 40020 | 0.0105 | 0.4901 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0023 | 241.2048 | 40040 | 0.0105 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 241.3253 | 40060 | 0.0105 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0034 | 241.4458 | 40080 | 0.0106 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.002 | 241.5663 | 40100 | 0.0107 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.003 | 241.6867 | 40120 | 0.0105 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0027 | 241.8072 | 40140 | 0.0105 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 241.9277 | 40160 | 0.0107 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0026 | 242.0482 | 40180 | 0.0105 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0026 | 242.1687 | 40200 | 0.0104 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 242.2892 | 40220 | 0.0105 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0026 | 242.4096 | 40240 | 0.0105 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0027 | 242.5301 | 40260 | 0.0106 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0032 | 242.6506 | 40280 | 0.0105 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0025 | 242.7711 | 40300 | 0.0107 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0029 | 242.8916 | 40320 | 0.0107 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0026 | 243.0120 | 40340 | 0.0106 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0027 | 243.1325 | 40360 | 0.0107 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 243.2530 | 40380 | 0.0107 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0027 | 243.3735 | 40400 | 0.0106 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0025 | 243.4940 | 40420 | 0.0108 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0032 | 243.6145 | 40440 | 0.0109 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0024 | 243.7349 | 40460 | 0.0107 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0027 | 243.8554 | 40480 | 0.0105 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0026 | 243.9759 | 40500 | 0.0105 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0025 | 244.0964 | 40520 | 0.0106 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0028 | 244.2169 | 40540 | 0.0107 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0027 | 244.3373 | 40560 | 0.0105 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 244.4578 | 40580 | 0.0105 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0029 | 244.5783 | 40600 | 0.0107 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0029 | 244.6988 | 40620 | 0.0107 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0027 | 244.8193 | 40640 | 0.0106 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.003 | 244.9398 | 40660 | 0.0107 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0023 | 245.0602 | 40680 | 0.0106 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 245.1807 | 40700 | 0.0106 | 0.4914 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.0021 | 245.3012 | 40720 | 0.0107 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0027 | 245.4217 | 40740 | 0.0105 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0029 | 245.5422 | 40760 | 0.0106 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.003 | 245.6627 | 40780 | 0.0105 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 245.7831 | 40800 | 0.0106 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0026 | 245.9036 | 40820 | 0.0107 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0023 | 246.0241 | 40840 | 0.0108 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0026 | 246.1446 | 40860 | 0.0107 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 246.2651 | 40880 | 0.0108 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0031 | 246.3855 | 40900 | 0.0108 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0025 | 246.5060 | 40920 | 0.0106 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.003 | 246.6265 | 40940 | 0.0106 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0023 | 246.7470 | 40960 | 0.0107 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0025 | 246.8675 | 40980 | 0.0105 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0029 | 246.9880 | 41000 | 0.0106 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 247.1084 | 41020 | 0.0106 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0029 | 247.2289 | 41040 | 0.0106 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0023 | 247.3494 | 41060 | 0.0107 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0025 | 247.4699 | 41080 | 0.0107 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0026 | 247.5904 | 41100 | 0.0108 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0025 | 247.7108 | 41120 | 0.0107 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0025 | 247.8313 | 41140 | 0.0108 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0021 | 247.9518 | 41160 | 0.0106 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 248.0723 | 41180 | 0.0107 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 248.1928 | 41200 | 0.0108 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0025 | 248.3133 | 41220 | 0.0106 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0024 | 248.4337 | 41240 | 0.0108 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 248.5542 | 41260 | 0.0107 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0026 | 248.6747 | 41280 | 0.0108 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 248.7952 | 41300 | 0.0109 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0026 | 248.9157 | 41320 | 0.0106 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0027 | 249.0361 | 41340 | 0.0107 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 249.1566 | 41360 | 0.0107 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0024 | 249.2771 | 41380 | 0.0107 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0027 | 249.3976 | 41400 | 0.0106 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 249.5181 | 41420 | 0.0106 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0033 | 249.6386 | 41440 | 0.0106 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0035 | 249.7590 | 41460 | 0.0106 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0024 | 249.8795 | 41480 | 0.0107 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0029 | 250.0 | 41500 | 0.0105 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0023 | 250.1205 | 41520 | 0.0106 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0026 | 250.2410 | 41540 | 0.0106 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0028 | 250.3614 | 41560 | 0.0107 | 0.4902 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0022 | 250.4819 | 41580 | 0.0107 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0025 | 250.6024 | 41600 | 0.0107 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0026 | 250.7229 | 41620 | 0.0107 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0025 | 250.8434 | 41640 | 0.0107 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0027 | 250.9639 | 41660 | 0.0106 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0026 | 251.0843 | 41680 | 0.0109 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0023 | 251.2048 | 41700 | 0.0108 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 251.3253 | 41720 | 0.0107 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 251.4458 | 41740 | 0.0107 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0027 | 251.5663 | 41760 | 0.0107 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0029 | 251.6867 | 41780 | 0.0107 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.003 | 251.8072 | 41800 | 0.0106 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0025 | 251.9277 | 41820 | 0.0107 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 252.0482 | 41840 | 0.0107 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 252.1687 | 41860 | 0.0110 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0025 | 252.2892 | 41880 | 0.0107 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.002 | 252.4096 | 41900 | 0.0107 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0033 | 252.5301 | 41920 | 0.0110 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0027 | 252.6506 | 41940 | 0.0107 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0029 | 252.7711 | 41960 | 0.0109 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0027 | 252.8916 | 41980 | 0.0108 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0024 | 253.0120 | 42000 | 0.0107 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 253.1325 | 42020 | 0.0106 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 253.2530 | 42040 | 0.0108 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0026 | 253.3735 | 42060 | 0.0110 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0023 | 253.4940 | 42080 | 0.0107 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0021 | 253.6145 | 42100 | 0.0108 | 0.4916 | 0.9832 | 0.9832 | nan | 0.9832 | 0.0 | 0.9832 | +| 0.0023 | 253.7349 | 42120 | 0.0108 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0027 | 253.8554 | 42140 | 0.0107 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0024 | 253.9759 | 42160 | 0.0107 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0025 | 254.0964 | 42180 | 0.0106 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0025 | 254.2169 | 42200 | 0.0107 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0023 | 254.3373 | 42220 | 0.0107 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0031 | 254.4578 | 42240 | 0.0108 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0026 | 254.5783 | 42260 | 0.0107 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0021 | 254.6988 | 42280 | 0.0108 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0028 | 254.8193 | 42300 | 0.0109 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0029 | 254.9398 | 42320 | 0.0107 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0024 | 255.0602 | 42340 | 0.0108 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0027 | 255.1807 | 42360 | 0.0108 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0025 | 255.3012 | 42380 | 0.0108 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 255.4217 | 42400 | 0.0107 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0022 | 255.5422 | 42420 | 0.0106 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0029 | 255.6627 | 42440 | 0.0108 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0026 | 255.7831 | 42460 | 0.0108 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 255.9036 | 42480 | 0.0107 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0027 | 256.0241 | 42500 | 0.0109 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 256.1446 | 42520 | 0.0109 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0021 | 256.2651 | 42540 | 0.0108 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 256.3855 | 42560 | 0.0108 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0027 | 256.5060 | 42580 | 0.0106 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0027 | 256.6265 | 42600 | 0.0107 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0025 | 256.7470 | 42620 | 0.0108 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0026 | 256.8675 | 42640 | 0.0110 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0034 | 256.9880 | 42660 | 0.0108 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0023 | 257.1084 | 42680 | 0.0107 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.002 | 257.2289 | 42700 | 0.0107 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0031 | 257.3494 | 42720 | 0.0106 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 257.4699 | 42740 | 0.0108 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 257.5904 | 42760 | 0.0109 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0027 | 257.7108 | 42780 | 0.0108 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0024 | 257.8313 | 42800 | 0.0109 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0023 | 257.9518 | 42820 | 0.0108 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0022 | 258.0723 | 42840 | 0.0107 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 258.1928 | 42860 | 0.0108 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0029 | 258.3133 | 42880 | 0.0107 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0021 | 258.4337 | 42900 | 0.0109 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 258.5542 | 42920 | 0.0106 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0023 | 258.6747 | 42940 | 0.0107 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0027 | 258.7952 | 42960 | 0.0107 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0025 | 258.9157 | 42980 | 0.0109 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 259.0361 | 43000 | 0.0107 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0027 | 259.1566 | 43020 | 0.0109 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 259.2771 | 43040 | 0.0107 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0024 | 259.3976 | 43060 | 0.0107 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.002 | 259.5181 | 43080 | 0.0108 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0022 | 259.6386 | 43100 | 0.0106 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0022 | 259.7590 | 43120 | 0.0108 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0027 | 259.8795 | 43140 | 0.0106 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0029 | 260.0 | 43160 | 0.0107 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 260.1205 | 43180 | 0.0107 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0034 | 260.2410 | 43200 | 0.0106 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0023 | 260.3614 | 43220 | 0.0108 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0021 | 260.4819 | 43240 | 0.0109 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0025 | 260.6024 | 43260 | 0.0108 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 260.7229 | 43280 | 0.0109 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0031 | 260.8434 | 43300 | 0.0107 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0024 | 260.9639 | 43320 | 0.0106 | 0.4913 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0041 | 261.0843 | 43340 | 0.0108 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0025 | 261.2048 | 43360 | 0.0107 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0024 | 261.3253 | 43380 | 0.0108 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 261.4458 | 43400 | 0.0107 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 261.5663 | 43420 | 0.0108 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.003 | 261.6867 | 43440 | 0.0108 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0028 | 261.8072 | 43460 | 0.0108 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0022 | 261.9277 | 43480 | 0.0109 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 262.0482 | 43500 | 0.0107 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 262.1687 | 43520 | 0.0108 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0029 | 262.2892 | 43540 | 0.0108 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0027 | 262.4096 | 43560 | 0.0109 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0029 | 262.5301 | 43580 | 0.0107 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0026 | 262.6506 | 43600 | 0.0106 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.002 | 262.7711 | 43620 | 0.0107 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.003 | 262.8916 | 43640 | 0.0108 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0026 | 263.0120 | 43660 | 0.0108 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0027 | 263.1325 | 43680 | 0.0108 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.003 | 263.2530 | 43700 | 0.0109 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.003 | 263.3735 | 43720 | 0.0109 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0024 | 263.4940 | 43740 | 0.0106 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0026 | 263.6145 | 43760 | 0.0110 | 0.4897 | 0.9794 | 0.9794 | nan | 0.9794 | 0.0 | 0.9794 | +| 0.003 | 263.7349 | 43780 | 0.0106 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0025 | 263.8554 | 43800 | 0.0106 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.002 | 263.9759 | 43820 | 0.0107 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0032 | 264.0964 | 43840 | 0.0108 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0021 | 264.2169 | 43860 | 0.0109 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0027 | 264.3373 | 43880 | 0.0109 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 264.4578 | 43900 | 0.0109 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0021 | 264.5783 | 43920 | 0.0108 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0035 | 264.6988 | 43940 | 0.0108 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0029 | 264.8193 | 43960 | 0.0107 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 264.9398 | 43980 | 0.0108 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0022 | 265.0602 | 44000 | 0.0111 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0027 | 265.1807 | 44020 | 0.0108 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0026 | 265.3012 | 44040 | 0.0108 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 265.4217 | 44060 | 0.0108 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 265.5422 | 44080 | 0.0109 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 265.6627 | 44100 | 0.0108 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0022 | 265.7831 | 44120 | 0.0109 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0027 | 265.9036 | 44140 | 0.0110 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0027 | 266.0241 | 44160 | 0.0109 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0029 | 266.1446 | 44180 | 0.0110 | 0.4913 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.002 | 266.2651 | 44200 | 0.0110 | 0.4901 | 0.9802 | 0.9802 | nan | 0.9802 | 0.0 | 0.9802 | +| 0.0031 | 266.3855 | 44220 | 0.0110 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0027 | 266.5060 | 44240 | 0.0109 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0025 | 266.6265 | 44260 | 0.0110 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 266.7470 | 44280 | 0.0110 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0022 | 266.8675 | 44300 | 0.0109 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0027 | 266.9880 | 44320 | 0.0110 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0028 | 267.1084 | 44340 | 0.0110 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0028 | 267.2289 | 44360 | 0.0109 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0026 | 267.3494 | 44380 | 0.0109 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0024 | 267.4699 | 44400 | 0.0108 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.003 | 267.5904 | 44420 | 0.0109 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0026 | 267.7108 | 44440 | 0.0110 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0025 | 267.8313 | 44460 | 0.0109 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 267.9518 | 44480 | 0.0108 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0026 | 268.0723 | 44500 | 0.0109 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 268.1928 | 44520 | 0.0110 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0025 | 268.3133 | 44540 | 0.0110 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0043 | 268.4337 | 44560 | 0.0109 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0023 | 268.5542 | 44580 | 0.0106 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0029 | 268.6747 | 44600 | 0.0106 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0024 | 268.7952 | 44620 | 0.0108 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.003 | 268.9157 | 44640 | 0.0108 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0025 | 269.0361 | 44660 | 0.0108 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0025 | 269.1566 | 44680 | 0.0110 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 269.2771 | 44700 | 0.0109 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0026 | 269.3976 | 44720 | 0.0109 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0028 | 269.5181 | 44740 | 0.0109 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0024 | 269.6386 | 44760 | 0.0108 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0025 | 269.7590 | 44780 | 0.0109 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0033 | 269.8795 | 44800 | 0.0108 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0025 | 270.0 | 44820 | 0.0109 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 270.1205 | 44840 | 0.0109 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0024 | 270.2410 | 44860 | 0.0108 | 0.4915 | 0.9830 | 0.9830 | nan | 0.9830 | 0.0 | 0.9830 | +| 0.0025 | 270.3614 | 44880 | 0.0109 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 270.4819 | 44900 | 0.0109 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0028 | 270.6024 | 44920 | 0.0110 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0027 | 270.7229 | 44940 | 0.0109 | 0.4913 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0022 | 270.8434 | 44960 | 0.0109 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 270.9639 | 44980 | 0.0110 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 271.0843 | 45000 | 0.0109 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0031 | 271.2048 | 45020 | 0.0109 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0027 | 271.3253 | 45040 | 0.0110 | 0.4914 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0022 | 271.4458 | 45060 | 0.0110 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0033 | 271.5663 | 45080 | 0.0109 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 271.6867 | 45100 | 0.0109 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 271.8072 | 45120 | 0.0110 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0031 | 271.9277 | 45140 | 0.0111 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.003 | 272.0482 | 45160 | 0.0110 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 272.1687 | 45180 | 0.0110 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 272.2892 | 45200 | 0.0109 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0021 | 272.4096 | 45220 | 0.0109 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0024 | 272.5301 | 45240 | 0.0110 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0028 | 272.6506 | 45260 | 0.0109 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0018 | 272.7711 | 45280 | 0.0110 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0036 | 272.8916 | 45300 | 0.0110 | 0.4915 | 0.9830 | 0.9830 | nan | 0.9830 | 0.0 | 0.9830 | +| 0.0033 | 273.0120 | 45320 | 0.0109 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0031 | 273.1325 | 45340 | 0.0110 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0022 | 273.2530 | 45360 | 0.0110 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0023 | 273.3735 | 45380 | 0.0109 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0032 | 273.4940 | 45400 | 0.0110 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 273.6145 | 45420 | 0.0109 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 273.7349 | 45440 | 0.0108 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0028 | 273.8554 | 45460 | 0.0109 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0028 | 273.9759 | 45480 | 0.0109 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0035 | 274.0964 | 45500 | 0.0111 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0023 | 274.2169 | 45520 | 0.0110 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0025 | 274.3373 | 45540 | 0.0109 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0027 | 274.4578 | 45560 | 0.0109 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 274.5783 | 45580 | 0.0109 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0031 | 274.6988 | 45600 | 0.0110 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0036 | 274.8193 | 45620 | 0.0109 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0025 | 274.9398 | 45640 | 0.0109 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0027 | 275.0602 | 45660 | 0.0106 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 275.1807 | 45680 | 0.0108 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 275.3012 | 45700 | 0.0109 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0024 | 275.4217 | 45720 | 0.0109 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0025 | 275.5422 | 45740 | 0.0109 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0027 | 275.6627 | 45760 | 0.0108 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 275.7831 | 45780 | 0.0108 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0026 | 275.9036 | 45800 | 0.0108 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0023 | 276.0241 | 45820 | 0.0108 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0025 | 276.1446 | 45840 | 0.0111 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 276.2651 | 45860 | 0.0109 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.003 | 276.3855 | 45880 | 0.0109 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0027 | 276.5060 | 45900 | 0.0110 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.003 | 276.6265 | 45920 | 0.0109 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0025 | 276.7470 | 45940 | 0.0109 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 276.8675 | 45960 | 0.0110 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0024 | 276.9880 | 45980 | 0.0110 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0023 | 277.1084 | 46000 | 0.0109 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 277.2289 | 46020 | 0.0110 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.003 | 277.3494 | 46040 | 0.0109 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0024 | 277.4699 | 46060 | 0.0110 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 277.5904 | 46080 | 0.0110 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0023 | 277.7108 | 46100 | 0.0110 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 277.8313 | 46120 | 0.0108 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0029 | 277.9518 | 46140 | 0.0112 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0022 | 278.0723 | 46160 | 0.0112 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.003 | 278.1928 | 46180 | 0.0112 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 278.3133 | 46200 | 0.0111 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 278.4337 | 46220 | 0.0111 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0028 | 278.5542 | 46240 | 0.0109 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 278.6747 | 46260 | 0.0111 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 278.7952 | 46280 | 0.0110 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0028 | 278.9157 | 46300 | 0.0110 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 279.0361 | 46320 | 0.0110 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0027 | 279.1566 | 46340 | 0.0112 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.003 | 279.2771 | 46360 | 0.0110 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0025 | 279.3976 | 46380 | 0.0110 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0024 | 279.5181 | 46400 | 0.0110 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0021 | 279.6386 | 46420 | 0.0110 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0026 | 279.7590 | 46440 | 0.0109 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 279.8795 | 46460 | 0.0111 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0022 | 280.0 | 46480 | 0.0112 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0033 | 280.1205 | 46500 | 0.0111 | 0.4914 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.0025 | 280.2410 | 46520 | 0.0111 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0022 | 280.3614 | 46540 | 0.0113 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0021 | 280.4819 | 46560 | 0.0112 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0034 | 280.6024 | 46580 | 0.0112 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0022 | 280.7229 | 46600 | 0.0111 | 0.4914 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.0023 | 280.8434 | 46620 | 0.0110 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 280.9639 | 46640 | 0.0110 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0024 | 281.0843 | 46660 | 0.0110 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 281.2048 | 46680 | 0.0110 | 0.4900 | 0.9801 | 0.9801 | nan | 0.9801 | 0.0 | 0.9801 | +| 0.0025 | 281.3253 | 46700 | 0.0110 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0026 | 281.4458 | 46720 | 0.0111 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0026 | 281.5663 | 46740 | 0.0110 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0022 | 281.6867 | 46760 | 0.0111 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 281.8072 | 46780 | 0.0110 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 281.9277 | 46800 | 0.0111 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0026 | 282.0482 | 46820 | 0.0111 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0023 | 282.1687 | 46840 | 0.0110 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0031 | 282.2892 | 46860 | 0.0111 | 0.4914 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0027 | 282.4096 | 46880 | 0.0110 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 282.5301 | 46900 | 0.0109 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0031 | 282.6506 | 46920 | 0.0109 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 282.7711 | 46940 | 0.0109 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0029 | 282.8916 | 46960 | 0.0111 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0026 | 283.0120 | 46980 | 0.0110 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0034 | 283.1325 | 47000 | 0.0112 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 283.2530 | 47020 | 0.0111 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0026 | 283.3735 | 47040 | 0.0112 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0029 | 283.4940 | 47060 | 0.0112 | 0.4913 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0024 | 283.6145 | 47080 | 0.0111 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0024 | 283.7349 | 47100 | 0.0110 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 283.8554 | 47120 | 0.0111 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0022 | 283.9759 | 47140 | 0.0111 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0028 | 284.0964 | 47160 | 0.0111 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 284.2169 | 47180 | 0.0110 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 284.3373 | 47200 | 0.0110 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0026 | 284.4578 | 47220 | 0.0110 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0026 | 284.5783 | 47240 | 0.0111 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 284.6988 | 47260 | 0.0114 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0024 | 284.8193 | 47280 | 0.0112 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0027 | 284.9398 | 47300 | 0.0109 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0022 | 285.0602 | 47320 | 0.0111 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 285.1807 | 47340 | 0.0110 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0018 | 285.3012 | 47360 | 0.0110 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 285.4217 | 47380 | 0.0111 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0022 | 285.5422 | 47400 | 0.0111 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0026 | 285.6627 | 47420 | 0.0110 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 285.7831 | 47440 | 0.0112 | 0.4902 | 0.9803 | 0.9803 | nan | 0.9803 | 0.0 | 0.9803 | +| 0.0028 | 285.9036 | 47460 | 0.0111 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 286.0241 | 47480 | 0.0111 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0024 | 286.1446 | 47500 | 0.0110 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0026 | 286.2651 | 47520 | 0.0111 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 286.3855 | 47540 | 0.0110 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0029 | 286.5060 | 47560 | 0.0111 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0023 | 286.6265 | 47580 | 0.0113 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0023 | 286.7470 | 47600 | 0.0112 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.002 | 286.8675 | 47620 | 0.0112 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0025 | 286.9880 | 47640 | 0.0113 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 287.1084 | 47660 | 0.0112 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 287.2289 | 47680 | 0.0111 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.002 | 287.3494 | 47700 | 0.0110 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0027 | 287.4699 | 47720 | 0.0112 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0026 | 287.5904 | 47740 | 0.0112 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 287.7108 | 47760 | 0.0111 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 287.8313 | 47780 | 0.0111 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0026 | 287.9518 | 47800 | 0.0111 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0023 | 288.0723 | 47820 | 0.0111 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 288.1928 | 47840 | 0.0111 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0028 | 288.3133 | 47860 | 0.0112 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0029 | 288.4337 | 47880 | 0.0113 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 288.5542 | 47900 | 0.0113 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 288.6747 | 47920 | 0.0112 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0025 | 288.7952 | 47940 | 0.0114 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0025 | 288.9157 | 47960 | 0.0112 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0023 | 289.0361 | 47980 | 0.0111 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0026 | 289.1566 | 48000 | 0.0111 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0026 | 289.2771 | 48020 | 0.0113 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0025 | 289.3976 | 48040 | 0.0113 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0024 | 289.5181 | 48060 | 0.0113 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 289.6386 | 48080 | 0.0113 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0023 | 289.7590 | 48100 | 0.0112 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0017 | 289.8795 | 48120 | 0.0112 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 290.0 | 48140 | 0.0112 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 290.1205 | 48160 | 0.0112 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0019 | 290.2410 | 48180 | 0.0113 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0025 | 290.3614 | 48200 | 0.0113 | 0.4914 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0022 | 290.4819 | 48220 | 0.0112 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0031 | 290.6024 | 48240 | 0.0112 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0031 | 290.7229 | 48260 | 0.0112 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0021 | 290.8434 | 48280 | 0.0112 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0022 | 290.9639 | 48300 | 0.0111 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0027 | 291.0843 | 48320 | 0.0113 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0026 | 291.2048 | 48340 | 0.0112 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.003 | 291.3253 | 48360 | 0.0113 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0023 | 291.4458 | 48380 | 0.0113 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 291.5663 | 48400 | 0.0112 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0026 | 291.6867 | 48420 | 0.0111 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.002 | 291.8072 | 48440 | 0.0111 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 291.9277 | 48460 | 0.0113 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0027 | 292.0482 | 48480 | 0.0113 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0026 | 292.1687 | 48500 | 0.0112 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0032 | 292.2892 | 48520 | 0.0111 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 292.4096 | 48540 | 0.0111 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0025 | 292.5301 | 48560 | 0.0113 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0019 | 292.6506 | 48580 | 0.0112 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0026 | 292.7711 | 48600 | 0.0112 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0024 | 292.8916 | 48620 | 0.0112 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0025 | 293.0120 | 48640 | 0.0112 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 293.1325 | 48660 | 0.0112 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 293.2530 | 48680 | 0.0112 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 293.3735 | 48700 | 0.0113 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 293.4940 | 48720 | 0.0113 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 293.6145 | 48740 | 0.0113 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0027 | 293.7349 | 48760 | 0.0112 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0026 | 293.8554 | 48780 | 0.0111 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0025 | 293.9759 | 48800 | 0.0112 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0022 | 294.0964 | 48820 | 0.0111 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 294.2169 | 48840 | 0.0111 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0029 | 294.3373 | 48860 | 0.0112 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0024 | 294.4578 | 48880 | 0.0113 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0023 | 294.5783 | 48900 | 0.0112 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0027 | 294.6988 | 48920 | 0.0112 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0027 | 294.8193 | 48940 | 0.0112 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 294.9398 | 48960 | 0.0111 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0033 | 295.0602 | 48980 | 0.0112 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 295.1807 | 49000 | 0.0113 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0026 | 295.3012 | 49020 | 0.0114 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0028 | 295.4217 | 49040 | 0.0115 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0024 | 295.5422 | 49060 | 0.0113 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0024 | 295.6627 | 49080 | 0.0110 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0029 | 295.7831 | 49100 | 0.0113 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0032 | 295.9036 | 49120 | 0.0112 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0022 | 296.0241 | 49140 | 0.0112 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0025 | 296.1446 | 49160 | 0.0112 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0026 | 296.2651 | 49180 | 0.0112 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0025 | 296.3855 | 49200 | 0.0112 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0023 | 296.5060 | 49220 | 0.0112 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0027 | 296.6265 | 49240 | 0.0112 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.002 | 296.7470 | 49260 | 0.0113 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0026 | 296.8675 | 49280 | 0.0114 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0021 | 296.9880 | 49300 | 0.0114 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 297.1084 | 49320 | 0.0112 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 297.2289 | 49340 | 0.0113 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0025 | 297.3494 | 49360 | 0.0113 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0027 | 297.4699 | 49380 | 0.0114 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 297.5904 | 49400 | 0.0113 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 297.7108 | 49420 | 0.0113 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.003 | 297.8313 | 49440 | 0.0115 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 297.9518 | 49460 | 0.0113 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0029 | 298.0723 | 49480 | 0.0113 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 298.1928 | 49500 | 0.0115 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0028 | 298.3133 | 49520 | 0.0116 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0029 | 298.4337 | 49540 | 0.0113 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0021 | 298.5542 | 49560 | 0.0111 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0027 | 298.6747 | 49580 | 0.0112 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0026 | 298.7952 | 49600 | 0.0112 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0029 | 298.9157 | 49620 | 0.0112 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 299.0361 | 49640 | 0.0112 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.002 | 299.1566 | 49660 | 0.0112 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0022 | 299.2771 | 49680 | 0.0114 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 299.3976 | 49700 | 0.0113 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0025 | 299.5181 | 49720 | 0.0113 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 299.6386 | 49740 | 0.0114 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 299.7590 | 49760 | 0.0112 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 299.8795 | 49780 | 0.0114 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 300.0 | 49800 | 0.0114 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 300.1205 | 49820 | 0.0113 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 300.2410 | 49840 | 0.0114 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0028 | 300.3614 | 49860 | 0.0113 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 300.4819 | 49880 | 0.0114 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0026 | 300.6024 | 49900 | 0.0113 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 300.7229 | 49920 | 0.0113 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0022 | 300.8434 | 49940 | 0.0112 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 300.9639 | 49960 | 0.0114 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0022 | 301.0843 | 49980 | 0.0114 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0024 | 301.2048 | 50000 | 0.0113 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0017 | 301.3253 | 50020 | 0.0112 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 301.4458 | 50040 | 0.0112 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0023 | 301.5663 | 50060 | 0.0114 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 301.6867 | 50080 | 0.0113 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0022 | 301.8072 | 50100 | 0.0114 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0024 | 301.9277 | 50120 | 0.0116 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0024 | 302.0482 | 50140 | 0.0115 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 302.1687 | 50160 | 0.0115 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0024 | 302.2892 | 50180 | 0.0115 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0022 | 302.4096 | 50200 | 0.0113 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0029 | 302.5301 | 50220 | 0.0114 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0024 | 302.6506 | 50240 | 0.0114 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 302.7711 | 50260 | 0.0115 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0024 | 302.8916 | 50280 | 0.0114 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 303.0120 | 50300 | 0.0113 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0019 | 303.1325 | 50320 | 0.0115 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.002 | 303.2530 | 50340 | 0.0113 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 303.3735 | 50360 | 0.0114 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0027 | 303.4940 | 50380 | 0.0114 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0022 | 303.6145 | 50400 | 0.0114 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0026 | 303.7349 | 50420 | 0.0113 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0017 | 303.8554 | 50440 | 0.0115 | 0.4903 | 0.9805 | 0.9805 | nan | 0.9805 | 0.0 | 0.9805 | +| 0.0025 | 303.9759 | 50460 | 0.0113 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 304.0964 | 50480 | 0.0116 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0024 | 304.2169 | 50500 | 0.0114 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0024 | 304.3373 | 50520 | 0.0113 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0018 | 304.4578 | 50540 | 0.0116 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0017 | 304.5783 | 50560 | 0.0114 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 304.6988 | 50580 | 0.0113 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0023 | 304.8193 | 50600 | 0.0114 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0028 | 304.9398 | 50620 | 0.0115 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0021 | 305.0602 | 50640 | 0.0115 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 305.1807 | 50660 | 0.0115 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0026 | 305.3012 | 50680 | 0.0116 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0021 | 305.4217 | 50700 | 0.0115 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.003 | 305.5422 | 50720 | 0.0114 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0024 | 305.6627 | 50740 | 0.0115 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0026 | 305.7831 | 50760 | 0.0116 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 305.9036 | 50780 | 0.0115 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0027 | 306.0241 | 50800 | 0.0114 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0026 | 306.1446 | 50820 | 0.0115 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0023 | 306.2651 | 50840 | 0.0114 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0026 | 306.3855 | 50860 | 0.0114 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 306.5060 | 50880 | 0.0114 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0026 | 306.6265 | 50900 | 0.0115 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0024 | 306.7470 | 50920 | 0.0114 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0025 | 306.8675 | 50940 | 0.0114 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 306.9880 | 50960 | 0.0113 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 307.1084 | 50980 | 0.0114 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0027 | 307.2289 | 51000 | 0.0115 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0029 | 307.3494 | 51020 | 0.0115 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0026 | 307.4699 | 51040 | 0.0115 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 307.5904 | 51060 | 0.0114 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0022 | 307.7108 | 51080 | 0.0112 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0026 | 307.8313 | 51100 | 0.0114 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0023 | 307.9518 | 51120 | 0.0114 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0025 | 308.0723 | 51140 | 0.0114 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0022 | 308.1928 | 51160 | 0.0115 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0026 | 308.3133 | 51180 | 0.0115 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0028 | 308.4337 | 51200 | 0.0115 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 308.5542 | 51220 | 0.0115 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.002 | 308.6747 | 51240 | 0.0114 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 308.7952 | 51260 | 0.0114 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0024 | 308.9157 | 51280 | 0.0116 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 309.0361 | 51300 | 0.0115 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0021 | 309.1566 | 51320 | 0.0116 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0019 | 309.2771 | 51340 | 0.0115 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 309.3976 | 51360 | 0.0115 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0027 | 309.5181 | 51380 | 0.0114 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0024 | 309.6386 | 51400 | 0.0115 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0027 | 309.7590 | 51420 | 0.0113 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 309.8795 | 51440 | 0.0115 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0024 | 310.0 | 51460 | 0.0115 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 310.1205 | 51480 | 0.0116 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 310.2410 | 51500 | 0.0113 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0021 | 310.3614 | 51520 | 0.0116 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 310.4819 | 51540 | 0.0114 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.002 | 310.6024 | 51560 | 0.0116 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0025 | 310.7229 | 51580 | 0.0116 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0026 | 310.8434 | 51600 | 0.0115 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0026 | 310.9639 | 51620 | 0.0116 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0026 | 311.0843 | 51640 | 0.0116 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0023 | 311.2048 | 51660 | 0.0115 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 311.3253 | 51680 | 0.0114 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0026 | 311.4458 | 51700 | 0.0113 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0025 | 311.5663 | 51720 | 0.0115 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 311.6867 | 51740 | 0.0115 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0025 | 311.8072 | 51760 | 0.0114 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.003 | 311.9277 | 51780 | 0.0114 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 312.0482 | 51800 | 0.0115 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0022 | 312.1687 | 51820 | 0.0115 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0028 | 312.2892 | 51840 | 0.0115 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0021 | 312.4096 | 51860 | 0.0114 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0024 | 312.5301 | 51880 | 0.0116 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 312.6506 | 51900 | 0.0115 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0024 | 312.7711 | 51920 | 0.0116 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0029 | 312.8916 | 51940 | 0.0114 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0028 | 313.0120 | 51960 | 0.0115 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0019 | 313.1325 | 51980 | 0.0116 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0023 | 313.2530 | 52000 | 0.0116 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0027 | 313.3735 | 52020 | 0.0117 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0024 | 313.4940 | 52040 | 0.0115 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0025 | 313.6145 | 52060 | 0.0114 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0022 | 313.7349 | 52080 | 0.0116 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0026 | 313.8554 | 52100 | 0.0115 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0025 | 313.9759 | 52120 | 0.0115 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0028 | 314.0964 | 52140 | 0.0115 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0026 | 314.2169 | 52160 | 0.0116 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 314.3373 | 52180 | 0.0117 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0026 | 314.4578 | 52200 | 0.0116 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0025 | 314.5783 | 52220 | 0.0115 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0026 | 314.6988 | 52240 | 0.0115 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0026 | 314.8193 | 52260 | 0.0114 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 314.9398 | 52280 | 0.0113 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0021 | 315.0602 | 52300 | 0.0113 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 315.1807 | 52320 | 0.0115 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0024 | 315.3012 | 52340 | 0.0115 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0026 | 315.4217 | 52360 | 0.0115 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0023 | 315.5422 | 52380 | 0.0114 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0024 | 315.6627 | 52400 | 0.0115 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0024 | 315.7831 | 52420 | 0.0114 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 315.9036 | 52440 | 0.0115 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0025 | 316.0241 | 52460 | 0.0116 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 316.1446 | 52480 | 0.0116 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0028 | 316.2651 | 52500 | 0.0115 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 316.3855 | 52520 | 0.0115 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0025 | 316.5060 | 52540 | 0.0115 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 316.6265 | 52560 | 0.0115 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0021 | 316.7470 | 52580 | 0.0116 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0025 | 316.8675 | 52600 | 0.0115 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0024 | 316.9880 | 52620 | 0.0115 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 317.1084 | 52640 | 0.0116 | 0.4902 | 0.9804 | 0.9804 | nan | 0.9804 | 0.0 | 0.9804 | +| 0.0024 | 317.2289 | 52660 | 0.0115 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 317.3494 | 52680 | 0.0114 | 0.4914 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.0025 | 317.4699 | 52700 | 0.0115 | 0.4903 | 0.9806 | 0.9806 | nan | 0.9806 | 0.0 | 0.9806 | +| 0.0024 | 317.5904 | 52720 | 0.0115 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 317.7108 | 52740 | 0.0115 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 317.8313 | 52760 | 0.0114 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 317.9518 | 52780 | 0.0116 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0022 | 318.0723 | 52800 | 0.0114 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0022 | 318.1928 | 52820 | 0.0117 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 318.3133 | 52840 | 0.0116 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.002 | 318.4337 | 52860 | 0.0115 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0027 | 318.5542 | 52880 | 0.0116 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0023 | 318.6747 | 52900 | 0.0114 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0019 | 318.7952 | 52920 | 0.0116 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0028 | 318.9157 | 52940 | 0.0114 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0027 | 319.0361 | 52960 | 0.0116 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0033 | 319.1566 | 52980 | 0.0114 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 319.2771 | 53000 | 0.0116 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0029 | 319.3976 | 53020 | 0.0116 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 319.5181 | 53040 | 0.0115 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0028 | 319.6386 | 53060 | 0.0116 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0028 | 319.7590 | 53080 | 0.0115 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 319.8795 | 53100 | 0.0115 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 320.0 | 53120 | 0.0116 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0031 | 320.1205 | 53140 | 0.0114 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 320.2410 | 53160 | 0.0114 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0027 | 320.3614 | 53180 | 0.0115 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 320.4819 | 53200 | 0.0115 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 320.6024 | 53220 | 0.0115 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 320.7229 | 53240 | 0.0115 | 0.4904 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.0025 | 320.8434 | 53260 | 0.0115 | 0.4915 | 0.9831 | 0.9831 | nan | 0.9831 | 0.0 | 0.9831 | +| 0.0023 | 320.9639 | 53280 | 0.0115 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0025 | 321.0843 | 53300 | 0.0115 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0028 | 321.2048 | 53320 | 0.0116 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 321.3253 | 53340 | 0.0116 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0022 | 321.4458 | 53360 | 0.0116 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0023 | 321.5663 | 53380 | 0.0115 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 321.6867 | 53400 | 0.0115 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0031 | 321.8072 | 53420 | 0.0115 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 321.9277 | 53440 | 0.0116 | 0.4913 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0024 | 322.0482 | 53460 | 0.0116 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 322.1687 | 53480 | 0.0115 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0025 | 322.2892 | 53500 | 0.0115 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 322.4096 | 53520 | 0.0117 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0026 | 322.5301 | 53540 | 0.0115 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0022 | 322.6506 | 53560 | 0.0116 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 322.7711 | 53580 | 0.0116 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0021 | 322.8916 | 53600 | 0.0116 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 323.0120 | 53620 | 0.0114 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0022 | 323.1325 | 53640 | 0.0115 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 323.2530 | 53660 | 0.0115 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 323.3735 | 53680 | 0.0116 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0025 | 323.4940 | 53700 | 0.0114 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 323.6145 | 53720 | 0.0117 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.003 | 323.7349 | 53740 | 0.0117 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0026 | 323.8554 | 53760 | 0.0117 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.002 | 323.9759 | 53780 | 0.0117 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0023 | 324.0964 | 53800 | 0.0116 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 324.2169 | 53820 | 0.0116 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0019 | 324.3373 | 53840 | 0.0116 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 324.4578 | 53860 | 0.0117 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0027 | 324.5783 | 53880 | 0.0117 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 324.6988 | 53900 | 0.0116 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0026 | 324.8193 | 53920 | 0.0116 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0025 | 324.9398 | 53940 | 0.0116 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0018 | 325.0602 | 53960 | 0.0116 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0028 | 325.1807 | 53980 | 0.0118 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0028 | 325.3012 | 54000 | 0.0118 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0026 | 325.4217 | 54020 | 0.0118 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 325.5422 | 54040 | 0.0116 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0026 | 325.6627 | 54060 | 0.0116 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0027 | 325.7831 | 54080 | 0.0116 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0026 | 325.9036 | 54100 | 0.0115 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 326.0241 | 54120 | 0.0116 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 326.1446 | 54140 | 0.0116 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0026 | 326.2651 | 54160 | 0.0116 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0019 | 326.3855 | 54180 | 0.0116 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 326.5060 | 54200 | 0.0117 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0025 | 326.6265 | 54220 | 0.0117 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0024 | 326.7470 | 54240 | 0.0117 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 326.8675 | 54260 | 0.0116 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 326.9880 | 54280 | 0.0118 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0022 | 327.1084 | 54300 | 0.0115 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0023 | 327.2289 | 54320 | 0.0117 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0024 | 327.3494 | 54340 | 0.0117 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 327.4699 | 54360 | 0.0117 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 327.5904 | 54380 | 0.0117 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0022 | 327.7108 | 54400 | 0.0118 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 327.8313 | 54420 | 0.0116 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0019 | 327.9518 | 54440 | 0.0117 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 328.0723 | 54460 | 0.0116 | 0.4916 | 0.9831 | 0.9831 | nan | 0.9831 | 0.0 | 0.9831 | +| 0.0024 | 328.1928 | 54480 | 0.0116 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0019 | 328.3133 | 54500 | 0.0117 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0025 | 328.4337 | 54520 | 0.0114 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 328.5542 | 54540 | 0.0115 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0027 | 328.6747 | 54560 | 0.0116 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0022 | 328.7952 | 54580 | 0.0115 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 328.9157 | 54600 | 0.0116 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 329.0361 | 54620 | 0.0116 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.003 | 329.1566 | 54640 | 0.0117 | 0.4904 | 0.9808 | 0.9808 | nan | 0.9808 | 0.0 | 0.9808 | +| 0.0023 | 329.2771 | 54660 | 0.0117 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0021 | 329.3976 | 54680 | 0.0117 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0022 | 329.5181 | 54700 | 0.0118 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 329.6386 | 54720 | 0.0115 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0019 | 329.7590 | 54740 | 0.0116 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0022 | 329.8795 | 54760 | 0.0116 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0024 | 330.0 | 54780 | 0.0117 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0019 | 330.1205 | 54800 | 0.0116 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0025 | 330.2410 | 54820 | 0.0117 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 330.3614 | 54840 | 0.0117 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0024 | 330.4819 | 54860 | 0.0116 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0021 | 330.6024 | 54880 | 0.0116 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 330.7229 | 54900 | 0.0116 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0027 | 330.8434 | 54920 | 0.0116 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0029 | 330.9639 | 54940 | 0.0117 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0024 | 331.0843 | 54960 | 0.0117 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 331.2048 | 54980 | 0.0118 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0019 | 331.3253 | 55000 | 0.0118 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0028 | 331.4458 | 55020 | 0.0119 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0023 | 331.5663 | 55040 | 0.0117 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0027 | 331.6867 | 55060 | 0.0117 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 331.8072 | 55080 | 0.0116 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 331.9277 | 55100 | 0.0118 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0017 | 332.0482 | 55120 | 0.0119 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0021 | 332.1687 | 55140 | 0.0117 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 332.2892 | 55160 | 0.0117 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0024 | 332.4096 | 55180 | 0.0116 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0021 | 332.5301 | 55200 | 0.0117 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 332.6506 | 55220 | 0.0117 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 332.7711 | 55240 | 0.0117 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0025 | 332.8916 | 55260 | 0.0118 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 333.0120 | 55280 | 0.0117 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0028 | 333.1325 | 55300 | 0.0117 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0025 | 333.2530 | 55320 | 0.0117 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.002 | 333.3735 | 55340 | 0.0118 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0027 | 333.4940 | 55360 | 0.0118 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0019 | 333.6145 | 55380 | 0.0118 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 333.7349 | 55400 | 0.0118 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0024 | 333.8554 | 55420 | 0.0117 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 333.9759 | 55440 | 0.0117 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 334.0964 | 55460 | 0.0117 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 334.2169 | 55480 | 0.0117 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0022 | 334.3373 | 55500 | 0.0116 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 334.4578 | 55520 | 0.0117 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 334.5783 | 55540 | 0.0117 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0022 | 334.6988 | 55560 | 0.0117 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 334.8193 | 55580 | 0.0116 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 334.9398 | 55600 | 0.0116 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 335.0602 | 55620 | 0.0116 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 335.1807 | 55640 | 0.0118 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0027 | 335.3012 | 55660 | 0.0118 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 335.4217 | 55680 | 0.0117 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 335.5422 | 55700 | 0.0116 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0024 | 335.6627 | 55720 | 0.0117 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 335.7831 | 55740 | 0.0118 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0024 | 335.9036 | 55760 | 0.0117 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 336.0241 | 55780 | 0.0117 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0024 | 336.1446 | 55800 | 0.0117 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 336.2651 | 55820 | 0.0117 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0028 | 336.3855 | 55840 | 0.0117 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0019 | 336.5060 | 55860 | 0.0118 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 336.6265 | 55880 | 0.0117 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0021 | 336.7470 | 55900 | 0.0117 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0026 | 336.8675 | 55920 | 0.0118 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 336.9880 | 55940 | 0.0118 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0021 | 337.1084 | 55960 | 0.0118 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0025 | 337.2289 | 55980 | 0.0118 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 337.3494 | 56000 | 0.0117 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 337.4699 | 56020 | 0.0117 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 337.5904 | 56040 | 0.0120 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0027 | 337.7108 | 56060 | 0.0116 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0025 | 337.8313 | 56080 | 0.0117 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0025 | 337.9518 | 56100 | 0.0119 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.002 | 338.0723 | 56120 | 0.0116 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 338.1928 | 56140 | 0.0118 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0026 | 338.3133 | 56160 | 0.0119 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0022 | 338.4337 | 56180 | 0.0117 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 338.5542 | 56200 | 0.0117 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0025 | 338.6747 | 56220 | 0.0118 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 338.7952 | 56240 | 0.0118 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0024 | 338.9157 | 56260 | 0.0118 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 339.0361 | 56280 | 0.0119 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 339.1566 | 56300 | 0.0118 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0029 | 339.2771 | 56320 | 0.0116 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 339.3976 | 56340 | 0.0118 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0029 | 339.5181 | 56360 | 0.0117 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0024 | 339.6386 | 56380 | 0.0119 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0021 | 339.7590 | 56400 | 0.0118 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.002 | 339.8795 | 56420 | 0.0117 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0026 | 340.0 | 56440 | 0.0118 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 340.1205 | 56460 | 0.0118 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0023 | 340.2410 | 56480 | 0.0118 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0025 | 340.3614 | 56500 | 0.0118 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0017 | 340.4819 | 56520 | 0.0118 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0017 | 340.6024 | 56540 | 0.0116 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0026 | 340.7229 | 56560 | 0.0117 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0024 | 340.8434 | 56580 | 0.0115 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 340.9639 | 56600 | 0.0117 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0019 | 341.0843 | 56620 | 0.0118 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0021 | 341.2048 | 56640 | 0.0118 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0027 | 341.3253 | 56660 | 0.0116 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0025 | 341.4458 | 56680 | 0.0117 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0026 | 341.5663 | 56700 | 0.0118 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 341.6867 | 56720 | 0.0118 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0023 | 341.8072 | 56740 | 0.0117 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0022 | 341.9277 | 56760 | 0.0119 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 342.0482 | 56780 | 0.0118 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 342.1687 | 56800 | 0.0118 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0025 | 342.2892 | 56820 | 0.0118 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 342.4096 | 56840 | 0.0118 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0022 | 342.5301 | 56860 | 0.0118 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 342.6506 | 56880 | 0.0118 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0023 | 342.7711 | 56900 | 0.0116 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0024 | 342.8916 | 56920 | 0.0116 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 343.0120 | 56940 | 0.0116 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 343.1325 | 56960 | 0.0118 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 343.2530 | 56980 | 0.0118 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0024 | 343.3735 | 57000 | 0.0118 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0026 | 343.4940 | 57020 | 0.0118 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 343.6145 | 57040 | 0.0118 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0024 | 343.7349 | 57060 | 0.0118 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.002 | 343.8554 | 57080 | 0.0119 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0022 | 343.9759 | 57100 | 0.0119 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 344.0964 | 57120 | 0.0118 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 344.2169 | 57140 | 0.0119 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 344.3373 | 57160 | 0.0118 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 344.4578 | 57180 | 0.0118 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.002 | 344.5783 | 57200 | 0.0118 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 344.6988 | 57220 | 0.0118 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 344.8193 | 57240 | 0.0118 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0025 | 344.9398 | 57260 | 0.0119 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 345.0602 | 57280 | 0.0119 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 345.1807 | 57300 | 0.0120 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0025 | 345.3012 | 57320 | 0.0120 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.003 | 345.4217 | 57340 | 0.0119 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0026 | 345.5422 | 57360 | 0.0117 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 345.6627 | 57380 | 0.0117 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0024 | 345.7831 | 57400 | 0.0120 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0022 | 345.9036 | 57420 | 0.0119 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0027 | 346.0241 | 57440 | 0.0119 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 346.1446 | 57460 | 0.0118 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0026 | 346.2651 | 57480 | 0.0117 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0028 | 346.3855 | 57500 | 0.0119 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0017 | 346.5060 | 57520 | 0.0120 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 346.6265 | 57540 | 0.0119 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 346.7470 | 57560 | 0.0119 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 346.8675 | 57580 | 0.0119 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 346.9880 | 57600 | 0.0118 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0024 | 347.1084 | 57620 | 0.0118 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0024 | 347.2289 | 57640 | 0.0118 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0026 | 347.3494 | 57660 | 0.0121 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0024 | 347.4699 | 57680 | 0.0120 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 347.5904 | 57700 | 0.0119 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0021 | 347.7108 | 57720 | 0.0118 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0018 | 347.8313 | 57740 | 0.0118 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0026 | 347.9518 | 57760 | 0.0119 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0024 | 348.0723 | 57780 | 0.0117 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0017 | 348.1928 | 57800 | 0.0118 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.002 | 348.3133 | 57820 | 0.0119 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 348.4337 | 57840 | 0.0119 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 348.5542 | 57860 | 0.0118 | 0.4903 | 0.9807 | 0.9807 | nan | 0.9807 | 0.0 | 0.9807 | +| 0.002 | 348.6747 | 57880 | 0.0119 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0028 | 348.7952 | 57900 | 0.0118 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0028 | 348.9157 | 57920 | 0.0118 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.002 | 349.0361 | 57940 | 0.0119 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0024 | 349.1566 | 57960 | 0.0119 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 349.2771 | 57980 | 0.0119 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 349.3976 | 58000 | 0.0119 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0028 | 349.5181 | 58020 | 0.0119 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 349.6386 | 58040 | 0.0121 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 349.7590 | 58060 | 0.0120 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0021 | 349.8795 | 58080 | 0.0120 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0028 | 350.0 | 58100 | 0.0121 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 350.1205 | 58120 | 0.0119 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 350.2410 | 58140 | 0.0120 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0018 | 350.3614 | 58160 | 0.0119 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.003 | 350.4819 | 58180 | 0.0120 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 350.6024 | 58200 | 0.0119 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 350.7229 | 58220 | 0.0120 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 350.8434 | 58240 | 0.0118 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0025 | 350.9639 | 58260 | 0.0120 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.002 | 351.0843 | 58280 | 0.0120 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0022 | 351.2048 | 58300 | 0.0119 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0024 | 351.3253 | 58320 | 0.0120 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 351.4458 | 58340 | 0.0119 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0022 | 351.5663 | 58360 | 0.0120 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0024 | 351.6867 | 58380 | 0.0120 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 351.8072 | 58400 | 0.0122 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0023 | 351.9277 | 58420 | 0.0121 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0023 | 352.0482 | 58440 | 0.0121 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 352.1687 | 58460 | 0.0121 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 352.2892 | 58480 | 0.0120 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.002 | 352.4096 | 58500 | 0.0121 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0017 | 352.5301 | 58520 | 0.0121 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 352.6506 | 58540 | 0.0121 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 352.7711 | 58560 | 0.0120 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0022 | 352.8916 | 58580 | 0.0120 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0017 | 353.0120 | 58600 | 0.0120 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0021 | 353.1325 | 58620 | 0.0119 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0025 | 353.2530 | 58640 | 0.0119 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 353.3735 | 58660 | 0.0120 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0026 | 353.4940 | 58680 | 0.0120 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 353.6145 | 58700 | 0.0122 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 353.7349 | 58720 | 0.0120 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0032 | 353.8554 | 58740 | 0.0120 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 353.9759 | 58760 | 0.0119 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0023 | 354.0964 | 58780 | 0.0120 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 354.2169 | 58800 | 0.0120 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 354.3373 | 58820 | 0.0120 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0027 | 354.4578 | 58840 | 0.0121 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0031 | 354.5783 | 58860 | 0.0119 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0025 | 354.6988 | 58880 | 0.0120 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 354.8193 | 58900 | 0.0120 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0022 | 354.9398 | 58920 | 0.0119 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0027 | 355.0602 | 58940 | 0.0121 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 355.1807 | 58960 | 0.0120 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0029 | 355.3012 | 58980 | 0.0121 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0029 | 355.4217 | 59000 | 0.0120 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 355.5422 | 59020 | 0.0120 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 355.6627 | 59040 | 0.0119 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0029 | 355.7831 | 59060 | 0.0121 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0021 | 355.9036 | 59080 | 0.0119 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0021 | 356.0241 | 59100 | 0.0119 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0029 | 356.1446 | 59120 | 0.0120 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 356.2651 | 59140 | 0.0120 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0023 | 356.3855 | 59160 | 0.0120 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 356.5060 | 59180 | 0.0119 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 356.6265 | 59200 | 0.0120 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0017 | 356.7470 | 59220 | 0.0121 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0026 | 356.8675 | 59240 | 0.0119 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 356.9880 | 59260 | 0.0119 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0023 | 357.1084 | 59280 | 0.0121 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0022 | 357.2289 | 59300 | 0.0120 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0025 | 357.3494 | 59320 | 0.0121 | 0.4905 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0025 | 357.4699 | 59340 | 0.0120 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0025 | 357.5904 | 59360 | 0.0120 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 357.7108 | 59380 | 0.0119 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 357.8313 | 59400 | 0.0121 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0026 | 357.9518 | 59420 | 0.0118 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0023 | 358.0723 | 59440 | 0.0119 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 358.1928 | 59460 | 0.0120 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0022 | 358.3133 | 59480 | 0.0120 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 358.4337 | 59500 | 0.0118 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 358.5542 | 59520 | 0.0119 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0022 | 358.6747 | 59540 | 0.0119 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0024 | 358.7952 | 59560 | 0.0121 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 358.9157 | 59580 | 0.0119 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 359.0361 | 59600 | 0.0120 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 359.1566 | 59620 | 0.0119 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0019 | 359.2771 | 59640 | 0.0121 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 359.3976 | 59660 | 0.0119 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0023 | 359.5181 | 59680 | 0.0119 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 359.6386 | 59700 | 0.0120 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0019 | 359.7590 | 59720 | 0.0120 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 359.8795 | 59740 | 0.0120 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 360.0 | 59760 | 0.0121 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 360.1205 | 59780 | 0.0120 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0021 | 360.2410 | 59800 | 0.0121 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0021 | 360.3614 | 59820 | 0.0121 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 360.4819 | 59840 | 0.0120 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 360.6024 | 59860 | 0.0120 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.002 | 360.7229 | 59880 | 0.0121 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 360.8434 | 59900 | 0.0121 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.002 | 360.9639 | 59920 | 0.0121 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 361.0843 | 59940 | 0.0121 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 361.2048 | 59960 | 0.0120 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 361.3253 | 59980 | 0.0121 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0025 | 361.4458 | 60000 | 0.0121 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0024 | 361.5663 | 60020 | 0.0121 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0023 | 361.6867 | 60040 | 0.0120 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0032 | 361.8072 | 60060 | 0.0119 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 361.9277 | 60080 | 0.0119 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 362.0482 | 60100 | 0.0120 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 362.1687 | 60120 | 0.0120 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 362.2892 | 60140 | 0.0120 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0021 | 362.4096 | 60160 | 0.0119 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0023 | 362.5301 | 60180 | 0.0119 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0022 | 362.6506 | 60200 | 0.0120 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 362.7711 | 60220 | 0.0119 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 362.8916 | 60240 | 0.0120 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0027 | 363.0120 | 60260 | 0.0118 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0027 | 363.1325 | 60280 | 0.0119 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0018 | 363.2530 | 60300 | 0.0119 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.002 | 363.3735 | 60320 | 0.0119 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 363.4940 | 60340 | 0.0120 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0023 | 363.6145 | 60360 | 0.0119 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0027 | 363.7349 | 60380 | 0.0119 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0022 | 363.8554 | 60400 | 0.0119 | 0.4913 | 0.9827 | 0.9827 | nan | 0.9827 | 0.0 | 0.9827 | +| 0.0027 | 363.9759 | 60420 | 0.0118 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0018 | 364.0964 | 60440 | 0.0119 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0018 | 364.2169 | 60460 | 0.0120 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 364.3373 | 60480 | 0.0120 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0022 | 364.4578 | 60500 | 0.0120 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 364.5783 | 60520 | 0.0121 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0023 | 364.6988 | 60540 | 0.0120 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 364.8193 | 60560 | 0.0120 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 364.9398 | 60580 | 0.0120 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0023 | 365.0602 | 60600 | 0.0120 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 365.1807 | 60620 | 0.0119 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 365.3012 | 60640 | 0.0120 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 365.4217 | 60660 | 0.0120 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0021 | 365.5422 | 60680 | 0.0120 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0026 | 365.6627 | 60700 | 0.0120 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0018 | 365.7831 | 60720 | 0.0119 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 365.9036 | 60740 | 0.0122 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 366.0241 | 60760 | 0.0121 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 366.1446 | 60780 | 0.0121 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0024 | 366.2651 | 60800 | 0.0121 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 366.3855 | 60820 | 0.0121 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0019 | 366.5060 | 60840 | 0.0120 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 366.6265 | 60860 | 0.0121 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 366.7470 | 60880 | 0.0120 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0019 | 366.8675 | 60900 | 0.0120 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0018 | 366.9880 | 60920 | 0.0121 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0021 | 367.1084 | 60940 | 0.0121 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0022 | 367.2289 | 60960 | 0.0121 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0022 | 367.3494 | 60980 | 0.0121 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 367.4699 | 61000 | 0.0121 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0027 | 367.5904 | 61020 | 0.0121 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0021 | 367.7108 | 61040 | 0.0121 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0028 | 367.8313 | 61060 | 0.0121 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 367.9518 | 61080 | 0.0121 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0026 | 368.0723 | 61100 | 0.0121 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0024 | 368.1928 | 61120 | 0.0120 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 368.3133 | 61140 | 0.0121 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0022 | 368.4337 | 61160 | 0.0121 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0028 | 368.5542 | 61180 | 0.0120 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 368.6747 | 61200 | 0.0122 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 368.7952 | 61220 | 0.0120 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0023 | 368.9157 | 61240 | 0.0123 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 369.0361 | 61260 | 0.0121 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 369.1566 | 61280 | 0.0122 | 0.4906 | 0.9811 | 0.9811 | nan | 0.9811 | 0.0 | 0.9811 | +| 0.0024 | 369.2771 | 61300 | 0.0121 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 369.3976 | 61320 | 0.0122 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0021 | 369.5181 | 61340 | 0.0125 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0018 | 369.6386 | 61360 | 0.0124 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 369.7590 | 61380 | 0.0124 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0019 | 369.8795 | 61400 | 0.0122 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 370.0 | 61420 | 0.0122 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.002 | 370.1205 | 61440 | 0.0123 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0025 | 370.2410 | 61460 | 0.0122 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0018 | 370.3614 | 61480 | 0.0122 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0025 | 370.4819 | 61500 | 0.0121 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0028 | 370.6024 | 61520 | 0.0121 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0027 | 370.7229 | 61540 | 0.0121 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 370.8434 | 61560 | 0.0121 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 370.9639 | 61580 | 0.0122 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 371.0843 | 61600 | 0.0120 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.003 | 371.2048 | 61620 | 0.0121 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 371.3253 | 61640 | 0.0121 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 371.4458 | 61660 | 0.0121 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 371.5663 | 61680 | 0.0121 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 371.6867 | 61700 | 0.0122 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 371.8072 | 61720 | 0.0121 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0022 | 371.9277 | 61740 | 0.0123 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0021 | 372.0482 | 61760 | 0.0121 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 372.1687 | 61780 | 0.0121 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0022 | 372.2892 | 61800 | 0.0121 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 372.4096 | 61820 | 0.0121 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0018 | 372.5301 | 61840 | 0.0121 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 372.6506 | 61860 | 0.0121 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 372.7711 | 61880 | 0.0122 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0027 | 372.8916 | 61900 | 0.0122 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0025 | 373.0120 | 61920 | 0.0121 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0029 | 373.1325 | 61940 | 0.0121 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0026 | 373.2530 | 61960 | 0.0122 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 373.3735 | 61980 | 0.0123 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 373.4940 | 62000 | 0.0122 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0029 | 373.6145 | 62020 | 0.0121 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0018 | 373.7349 | 62040 | 0.0122 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 373.8554 | 62060 | 0.0122 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 373.9759 | 62080 | 0.0123 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.002 | 374.0964 | 62100 | 0.0122 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 374.2169 | 62120 | 0.0123 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0024 | 374.3373 | 62140 | 0.0121 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.002 | 374.4578 | 62160 | 0.0121 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0024 | 374.5783 | 62180 | 0.0119 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0027 | 374.6988 | 62200 | 0.0121 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0022 | 374.8193 | 62220 | 0.0121 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 374.9398 | 62240 | 0.0122 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 375.0602 | 62260 | 0.0122 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0027 | 375.1807 | 62280 | 0.0122 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 375.3012 | 62300 | 0.0122 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.002 | 375.4217 | 62320 | 0.0122 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0024 | 375.5422 | 62340 | 0.0121 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0019 | 375.6627 | 62360 | 0.0121 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0017 | 375.7831 | 62380 | 0.0122 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0024 | 375.9036 | 62400 | 0.0121 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 376.0241 | 62420 | 0.0121 | 0.4914 | 0.9828 | 0.9828 | nan | 0.9828 | 0.0 | 0.9828 | +| 0.0019 | 376.1446 | 62440 | 0.0122 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0024 | 376.2651 | 62460 | 0.0122 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 376.3855 | 62480 | 0.0121 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0022 | 376.5060 | 62500 | 0.0122 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 376.6265 | 62520 | 0.0122 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 376.7470 | 62540 | 0.0120 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0023 | 376.8675 | 62560 | 0.0121 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0027 | 376.9880 | 62580 | 0.0122 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0021 | 377.1084 | 62600 | 0.0123 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 377.2289 | 62620 | 0.0122 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 377.3494 | 62640 | 0.0121 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0023 | 377.4699 | 62660 | 0.0122 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 377.5904 | 62680 | 0.0122 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 377.7108 | 62700 | 0.0123 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 377.8313 | 62720 | 0.0123 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 377.9518 | 62740 | 0.0124 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 378.0723 | 62760 | 0.0124 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 378.1928 | 62780 | 0.0122 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0021 | 378.3133 | 62800 | 0.0123 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 378.4337 | 62820 | 0.0122 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0019 | 378.5542 | 62840 | 0.0123 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0019 | 378.6747 | 62860 | 0.0122 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0025 | 378.7952 | 62880 | 0.0123 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 378.9157 | 62900 | 0.0122 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 379.0361 | 62920 | 0.0122 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 379.1566 | 62940 | 0.0122 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 379.2771 | 62960 | 0.0122 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 379.3976 | 62980 | 0.0123 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0022 | 379.5181 | 63000 | 0.0124 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 379.6386 | 63020 | 0.0122 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0023 | 379.7590 | 63040 | 0.0122 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0021 | 379.8795 | 63060 | 0.0123 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0022 | 380.0 | 63080 | 0.0123 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0019 | 380.1205 | 63100 | 0.0123 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 380.2410 | 63120 | 0.0121 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 380.3614 | 63140 | 0.0122 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0019 | 380.4819 | 63160 | 0.0122 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 380.6024 | 63180 | 0.0122 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.002 | 380.7229 | 63200 | 0.0122 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0024 | 380.8434 | 63220 | 0.0122 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 380.9639 | 63240 | 0.0123 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0023 | 381.0843 | 63260 | 0.0123 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0019 | 381.2048 | 63280 | 0.0124 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0018 | 381.3253 | 63300 | 0.0123 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 381.4458 | 63320 | 0.0123 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 381.5663 | 63340 | 0.0123 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0022 | 381.6867 | 63360 | 0.0122 | 0.4915 | 0.9830 | 0.9830 | nan | 0.9830 | 0.0 | 0.9830 | +| 0.002 | 381.8072 | 63380 | 0.0123 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0019 | 381.9277 | 63400 | 0.0123 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0017 | 382.0482 | 63420 | 0.0124 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 382.1687 | 63440 | 0.0123 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 382.2892 | 63460 | 0.0124 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 382.4096 | 63480 | 0.0122 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0018 | 382.5301 | 63500 | 0.0123 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 382.6506 | 63520 | 0.0122 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0019 | 382.7711 | 63540 | 0.0123 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0026 | 382.8916 | 63560 | 0.0123 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 383.0120 | 63580 | 0.0123 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 383.1325 | 63600 | 0.0123 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0023 | 383.2530 | 63620 | 0.0123 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 383.3735 | 63640 | 0.0124 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 383.4940 | 63660 | 0.0123 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 383.6145 | 63680 | 0.0123 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 383.7349 | 63700 | 0.0123 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 383.8554 | 63720 | 0.0124 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 383.9759 | 63740 | 0.0124 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0019 | 384.0964 | 63760 | 0.0124 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 384.2169 | 63780 | 0.0123 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0025 | 384.3373 | 63800 | 0.0122 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0027 | 384.4578 | 63820 | 0.0123 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 384.5783 | 63840 | 0.0123 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0021 | 384.6988 | 63860 | 0.0123 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 384.8193 | 63880 | 0.0121 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 384.9398 | 63900 | 0.0122 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 385.0602 | 63920 | 0.0124 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 385.1807 | 63940 | 0.0125 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 385.3012 | 63960 | 0.0124 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 385.4217 | 63980 | 0.0124 | 0.4904 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0019 | 385.5422 | 64000 | 0.0124 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 385.6627 | 64020 | 0.0124 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0019 | 385.7831 | 64040 | 0.0123 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0021 | 385.9036 | 64060 | 0.0123 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 386.0241 | 64080 | 0.0122 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 386.1446 | 64100 | 0.0124 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 386.2651 | 64120 | 0.0123 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.003 | 386.3855 | 64140 | 0.0123 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0015 | 386.5060 | 64160 | 0.0124 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 386.6265 | 64180 | 0.0124 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 386.7470 | 64200 | 0.0124 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 386.8675 | 64220 | 0.0124 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 386.9880 | 64240 | 0.0125 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 387.1084 | 64260 | 0.0123 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0024 | 387.2289 | 64280 | 0.0125 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0026 | 387.3494 | 64300 | 0.0124 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0026 | 387.4699 | 64320 | 0.0124 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 387.5904 | 64340 | 0.0124 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 387.7108 | 64360 | 0.0123 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0027 | 387.8313 | 64380 | 0.0125 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0022 | 387.9518 | 64400 | 0.0124 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0021 | 388.0723 | 64420 | 0.0124 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 388.1928 | 64440 | 0.0123 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 388.3133 | 64460 | 0.0125 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.002 | 388.4337 | 64480 | 0.0125 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.002 | 388.5542 | 64500 | 0.0124 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 388.6747 | 64520 | 0.0124 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0024 | 388.7952 | 64540 | 0.0123 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 388.9157 | 64560 | 0.0123 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 389.0361 | 64580 | 0.0122 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 389.1566 | 64600 | 0.0123 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 389.2771 | 64620 | 0.0125 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0019 | 389.3976 | 64640 | 0.0124 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0022 | 389.5181 | 64660 | 0.0124 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0021 | 389.6386 | 64680 | 0.0125 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 389.7590 | 64700 | 0.0126 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 389.8795 | 64720 | 0.0124 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 390.0 | 64740 | 0.0124 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 390.1205 | 64760 | 0.0123 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0019 | 390.2410 | 64780 | 0.0123 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0029 | 390.3614 | 64800 | 0.0122 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 390.4819 | 64820 | 0.0123 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 390.6024 | 64840 | 0.0123 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 390.7229 | 64860 | 0.0124 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 390.8434 | 64880 | 0.0124 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0021 | 390.9639 | 64900 | 0.0124 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.002 | 391.0843 | 64920 | 0.0122 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 391.2048 | 64940 | 0.0123 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 391.3253 | 64960 | 0.0123 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 391.4458 | 64980 | 0.0123 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0024 | 391.5663 | 65000 | 0.0124 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 391.6867 | 65020 | 0.0124 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0025 | 391.8072 | 65040 | 0.0124 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 391.9277 | 65060 | 0.0123 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.002 | 392.0482 | 65080 | 0.0123 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0024 | 392.1687 | 65100 | 0.0123 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 392.2892 | 65120 | 0.0123 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0024 | 392.4096 | 65140 | 0.0124 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0024 | 392.5301 | 65160 | 0.0123 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 392.6506 | 65180 | 0.0124 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0026 | 392.7711 | 65200 | 0.0124 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 392.8916 | 65220 | 0.0124 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 393.0120 | 65240 | 0.0124 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 393.1325 | 65260 | 0.0126 | 0.4905 | 0.9810 | 0.9810 | nan | 0.9810 | 0.0 | 0.9810 | +| 0.0021 | 393.2530 | 65280 | 0.0124 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0021 | 393.3735 | 65300 | 0.0124 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0018 | 393.4940 | 65320 | 0.0124 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0023 | 393.6145 | 65340 | 0.0124 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 393.7349 | 65360 | 0.0125 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 393.8554 | 65380 | 0.0124 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0022 | 393.9759 | 65400 | 0.0124 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.002 | 394.0964 | 65420 | 0.0124 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0022 | 394.2169 | 65440 | 0.0123 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0019 | 394.3373 | 65460 | 0.0124 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0019 | 394.4578 | 65480 | 0.0126 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0026 | 394.5783 | 65500 | 0.0126 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0018 | 394.6988 | 65520 | 0.0124 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 394.8193 | 65540 | 0.0123 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 394.9398 | 65560 | 0.0125 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 395.0602 | 65580 | 0.0125 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 395.1807 | 65600 | 0.0125 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 395.3012 | 65620 | 0.0125 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 395.4217 | 65640 | 0.0123 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.002 | 395.5422 | 65660 | 0.0124 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0019 | 395.6627 | 65680 | 0.0124 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0024 | 395.7831 | 65700 | 0.0125 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0025 | 395.9036 | 65720 | 0.0124 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0021 | 396.0241 | 65740 | 0.0123 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0021 | 396.1446 | 65760 | 0.0124 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0018 | 396.2651 | 65780 | 0.0124 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0025 | 396.3855 | 65800 | 0.0124 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 396.5060 | 65820 | 0.0124 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 396.6265 | 65840 | 0.0123 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0024 | 396.7470 | 65860 | 0.0124 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0016 | 396.8675 | 65880 | 0.0124 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 396.9880 | 65900 | 0.0124 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 397.1084 | 65920 | 0.0123 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0019 | 397.2289 | 65940 | 0.0124 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 397.3494 | 65960 | 0.0124 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 397.4699 | 65980 | 0.0124 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0023 | 397.5904 | 66000 | 0.0124 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 397.7108 | 66020 | 0.0124 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.002 | 397.8313 | 66040 | 0.0124 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 397.9518 | 66060 | 0.0125 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 398.0723 | 66080 | 0.0123 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 398.1928 | 66100 | 0.0123 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.002 | 398.3133 | 66120 | 0.0124 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0019 | 398.4337 | 66140 | 0.0123 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0025 | 398.5542 | 66160 | 0.0126 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0026 | 398.6747 | 66180 | 0.0125 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0017 | 398.7952 | 66200 | 0.0124 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.002 | 398.9157 | 66220 | 0.0124 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 399.0361 | 66240 | 0.0125 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 399.1566 | 66260 | 0.0124 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 399.2771 | 66280 | 0.0124 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0022 | 399.3976 | 66300 | 0.0124 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 399.5181 | 66320 | 0.0124 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 399.6386 | 66340 | 0.0126 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0019 | 399.7590 | 66360 | 0.0124 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 399.8795 | 66380 | 0.0125 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 400.0 | 66400 | 0.0125 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0024 | 400.1205 | 66420 | 0.0126 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.002 | 400.2410 | 66440 | 0.0125 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 400.3614 | 66460 | 0.0124 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0018 | 400.4819 | 66480 | 0.0125 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0025 | 400.6024 | 66500 | 0.0125 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 400.7229 | 66520 | 0.0125 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 400.8434 | 66540 | 0.0124 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 400.9639 | 66560 | 0.0125 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 401.0843 | 66580 | 0.0125 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0022 | 401.2048 | 66600 | 0.0125 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0019 | 401.3253 | 66620 | 0.0124 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 401.4458 | 66640 | 0.0125 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 401.5663 | 66660 | 0.0126 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 401.6867 | 66680 | 0.0125 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0024 | 401.8072 | 66700 | 0.0126 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 401.9277 | 66720 | 0.0125 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0018 | 402.0482 | 66740 | 0.0125 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 402.1687 | 66760 | 0.0125 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 402.2892 | 66780 | 0.0125 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 402.4096 | 66800 | 0.0126 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 402.5301 | 66820 | 0.0126 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 402.6506 | 66840 | 0.0124 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 402.7711 | 66860 | 0.0125 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 402.8916 | 66880 | 0.0126 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0022 | 403.0120 | 66900 | 0.0125 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0022 | 403.1325 | 66920 | 0.0127 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0021 | 403.2530 | 66940 | 0.0126 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0023 | 403.3735 | 66960 | 0.0126 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.002 | 403.4940 | 66980 | 0.0125 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0024 | 403.6145 | 67000 | 0.0126 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 403.7349 | 67020 | 0.0126 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0029 | 403.8554 | 67040 | 0.0124 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 403.9759 | 67060 | 0.0124 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.002 | 404.0964 | 67080 | 0.0125 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 404.2169 | 67100 | 0.0125 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 404.3373 | 67120 | 0.0125 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 404.4578 | 67140 | 0.0126 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 404.5783 | 67160 | 0.0125 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 404.6988 | 67180 | 0.0126 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 404.8193 | 67200 | 0.0127 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0021 | 404.9398 | 67220 | 0.0126 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.003 | 405.0602 | 67240 | 0.0125 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0019 | 405.1807 | 67260 | 0.0126 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0026 | 405.3012 | 67280 | 0.0125 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0029 | 405.4217 | 67300 | 0.0125 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 405.5422 | 67320 | 0.0125 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0019 | 405.6627 | 67340 | 0.0125 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0021 | 405.7831 | 67360 | 0.0126 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 405.9036 | 67380 | 0.0126 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.002 | 406.0241 | 67400 | 0.0127 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0028 | 406.1446 | 67420 | 0.0125 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0027 | 406.2651 | 67440 | 0.0126 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 406.3855 | 67460 | 0.0125 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0026 | 406.5060 | 67480 | 0.0124 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 406.6265 | 67500 | 0.0125 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0018 | 406.7470 | 67520 | 0.0124 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 406.8675 | 67540 | 0.0125 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0024 | 406.9880 | 67560 | 0.0125 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0024 | 407.1084 | 67580 | 0.0125 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0021 | 407.2289 | 67600 | 0.0124 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 407.3494 | 67620 | 0.0126 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.002 | 407.4699 | 67640 | 0.0125 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 407.5904 | 67660 | 0.0126 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0019 | 407.7108 | 67680 | 0.0125 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0017 | 407.8313 | 67700 | 0.0127 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 407.9518 | 67720 | 0.0127 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0025 | 408.0723 | 67740 | 0.0125 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0021 | 408.1928 | 67760 | 0.0125 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 408.3133 | 67780 | 0.0126 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 408.4337 | 67800 | 0.0126 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0021 | 408.5542 | 67820 | 0.0127 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0022 | 408.6747 | 67840 | 0.0126 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0019 | 408.7952 | 67860 | 0.0125 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 408.9157 | 67880 | 0.0125 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0022 | 409.0361 | 67900 | 0.0125 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0019 | 409.1566 | 67920 | 0.0126 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0021 | 409.2771 | 67940 | 0.0125 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 409.3976 | 67960 | 0.0125 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 409.5181 | 67980 | 0.0126 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 409.6386 | 68000 | 0.0126 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0022 | 409.7590 | 68020 | 0.0125 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.002 | 409.8795 | 68040 | 0.0124 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 410.0 | 68060 | 0.0125 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 410.1205 | 68080 | 0.0126 | 0.4905 | 0.9809 | 0.9809 | nan | 0.9809 | 0.0 | 0.9809 | +| 0.0024 | 410.2410 | 68100 | 0.0126 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 410.3614 | 68120 | 0.0125 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 410.4819 | 68140 | 0.0126 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0025 | 410.6024 | 68160 | 0.0126 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 410.7229 | 68180 | 0.0127 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0025 | 410.8434 | 68200 | 0.0127 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0028 | 410.9639 | 68220 | 0.0126 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 411.0843 | 68240 | 0.0126 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 411.2048 | 68260 | 0.0126 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 411.3253 | 68280 | 0.0126 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 411.4458 | 68300 | 0.0126 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.002 | 411.5663 | 68320 | 0.0126 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0025 | 411.6867 | 68340 | 0.0126 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0022 | 411.8072 | 68360 | 0.0127 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 411.9277 | 68380 | 0.0125 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0019 | 412.0482 | 68400 | 0.0125 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0026 | 412.1687 | 68420 | 0.0127 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0022 | 412.2892 | 68440 | 0.0126 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 412.4096 | 68460 | 0.0126 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 412.5301 | 68480 | 0.0127 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0018 | 412.6506 | 68500 | 0.0126 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 412.7711 | 68520 | 0.0127 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 412.8916 | 68540 | 0.0127 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 413.0120 | 68560 | 0.0127 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0018 | 413.1325 | 68580 | 0.0126 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.002 | 413.2530 | 68600 | 0.0125 | 0.4914 | 0.9829 | 0.9829 | nan | 0.9829 | 0.0 | 0.9829 | +| 0.0022 | 413.3735 | 68620 | 0.0126 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0026 | 413.4940 | 68640 | 0.0125 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 413.6145 | 68660 | 0.0125 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0019 | 413.7349 | 68680 | 0.0126 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 413.8554 | 68700 | 0.0126 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 413.9759 | 68720 | 0.0126 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 414.0964 | 68740 | 0.0126 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 414.2169 | 68760 | 0.0125 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.003 | 414.3373 | 68780 | 0.0125 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0018 | 414.4578 | 68800 | 0.0125 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0018 | 414.5783 | 68820 | 0.0125 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 414.6988 | 68840 | 0.0125 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 414.8193 | 68860 | 0.0125 | 0.4913 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0024 | 414.9398 | 68880 | 0.0125 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0019 | 415.0602 | 68900 | 0.0126 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 415.1807 | 68920 | 0.0126 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 415.3012 | 68940 | 0.0125 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 415.4217 | 68960 | 0.0127 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 415.5422 | 68980 | 0.0127 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 415.6627 | 69000 | 0.0126 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 415.7831 | 69020 | 0.0126 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0023 | 415.9036 | 69040 | 0.0125 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 416.0241 | 69060 | 0.0126 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 416.1446 | 69080 | 0.0126 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0026 | 416.2651 | 69100 | 0.0126 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0019 | 416.3855 | 69120 | 0.0127 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0021 | 416.5060 | 69140 | 0.0126 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 416.6265 | 69160 | 0.0126 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 416.7470 | 69180 | 0.0127 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0026 | 416.8675 | 69200 | 0.0126 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 416.9880 | 69220 | 0.0126 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0021 | 417.1084 | 69240 | 0.0127 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 417.2289 | 69260 | 0.0125 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 417.3494 | 69280 | 0.0125 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0022 | 417.4699 | 69300 | 0.0127 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 417.5904 | 69320 | 0.0126 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.002 | 417.7108 | 69340 | 0.0125 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 417.8313 | 69360 | 0.0126 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 417.9518 | 69380 | 0.0125 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0026 | 418.0723 | 69400 | 0.0126 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0019 | 418.1928 | 69420 | 0.0126 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 418.3133 | 69440 | 0.0126 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0023 | 418.4337 | 69460 | 0.0127 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.0018 | 418.5542 | 69480 | 0.0126 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0019 | 418.6747 | 69500 | 0.0126 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 418.7952 | 69520 | 0.0126 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 418.9157 | 69540 | 0.0126 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0023 | 419.0361 | 69560 | 0.0126 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 419.1566 | 69580 | 0.0127 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0018 | 419.2771 | 69600 | 0.0126 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0021 | 419.3976 | 69620 | 0.0126 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 419.5181 | 69640 | 0.0127 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 419.6386 | 69660 | 0.0127 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 419.7590 | 69680 | 0.0126 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0017 | 419.8795 | 69700 | 0.0126 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 420.0 | 69720 | 0.0125 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 420.1205 | 69740 | 0.0127 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.002 | 420.2410 | 69760 | 0.0127 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.002 | 420.3614 | 69780 | 0.0128 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.002 | 420.4819 | 69800 | 0.0126 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 420.6024 | 69820 | 0.0128 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0018 | 420.7229 | 69840 | 0.0127 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 420.8434 | 69860 | 0.0126 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0017 | 420.9639 | 69880 | 0.0127 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0018 | 421.0843 | 69900 | 0.0126 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 421.2048 | 69920 | 0.0127 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 421.3253 | 69940 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 421.4458 | 69960 | 0.0128 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 421.5663 | 69980 | 0.0126 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 421.6867 | 70000 | 0.0127 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0021 | 421.8072 | 70020 | 0.0127 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 421.9277 | 70040 | 0.0127 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0019 | 422.0482 | 70060 | 0.0127 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.002 | 422.1687 | 70080 | 0.0127 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 422.2892 | 70100 | 0.0127 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0021 | 422.4096 | 70120 | 0.0127 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.002 | 422.5301 | 70140 | 0.0127 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.002 | 422.6506 | 70160 | 0.0126 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0018 | 422.7711 | 70180 | 0.0125 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.002 | 422.8916 | 70200 | 0.0126 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0024 | 423.0120 | 70220 | 0.0125 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 423.1325 | 70240 | 0.0126 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 423.2530 | 70260 | 0.0127 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0022 | 423.3735 | 70280 | 0.0127 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.002 | 423.4940 | 70300 | 0.0125 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.002 | 423.6145 | 70320 | 0.0125 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 423.7349 | 70340 | 0.0126 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 423.8554 | 70360 | 0.0127 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0019 | 423.9759 | 70380 | 0.0128 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 424.0964 | 70400 | 0.0127 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 424.2169 | 70420 | 0.0127 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 424.3373 | 70440 | 0.0127 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0026 | 424.4578 | 70460 | 0.0126 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0026 | 424.5783 | 70480 | 0.0127 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0023 | 424.6988 | 70500 | 0.0128 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.002 | 424.8193 | 70520 | 0.0127 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0016 | 424.9398 | 70540 | 0.0127 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 425.0602 | 70560 | 0.0127 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0025 | 425.1807 | 70580 | 0.0127 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 425.3012 | 70600 | 0.0127 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0024 | 425.4217 | 70620 | 0.0127 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0019 | 425.5422 | 70640 | 0.0128 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 425.6627 | 70660 | 0.0126 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0022 | 425.7831 | 70680 | 0.0127 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 425.9036 | 70700 | 0.0126 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0016 | 426.0241 | 70720 | 0.0128 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0022 | 426.1446 | 70740 | 0.0127 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0018 | 426.2651 | 70760 | 0.0127 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0023 | 426.3855 | 70780 | 0.0128 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 426.5060 | 70800 | 0.0127 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0019 | 426.6265 | 70820 | 0.0128 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0024 | 426.7470 | 70840 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 426.8675 | 70860 | 0.0128 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 426.9880 | 70880 | 0.0126 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 427.1084 | 70900 | 0.0127 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0023 | 427.2289 | 70920 | 0.0127 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 427.3494 | 70940 | 0.0128 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 427.4699 | 70960 | 0.0128 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0029 | 427.5904 | 70980 | 0.0128 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0018 | 427.7108 | 71000 | 0.0126 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 427.8313 | 71020 | 0.0126 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0023 | 427.9518 | 71040 | 0.0127 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0019 | 428.0723 | 71060 | 0.0127 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 428.1928 | 71080 | 0.0126 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 428.3133 | 71100 | 0.0127 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.003 | 428.4337 | 71120 | 0.0127 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 428.5542 | 71140 | 0.0128 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0021 | 428.6747 | 71160 | 0.0127 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0022 | 428.7952 | 71180 | 0.0128 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0022 | 428.9157 | 71200 | 0.0127 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 429.0361 | 71220 | 0.0127 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0016 | 429.1566 | 71240 | 0.0128 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0018 | 429.2771 | 71260 | 0.0126 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 429.3976 | 71280 | 0.0127 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0023 | 429.5181 | 71300 | 0.0126 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 429.6386 | 71320 | 0.0127 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 429.7590 | 71340 | 0.0126 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 429.8795 | 71360 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 430.0 | 71380 | 0.0128 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 430.1205 | 71400 | 0.0127 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 430.2410 | 71420 | 0.0129 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 430.3614 | 71440 | 0.0128 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0026 | 430.4819 | 71460 | 0.0128 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0019 | 430.6024 | 71480 | 0.0127 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 430.7229 | 71500 | 0.0127 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 430.8434 | 71520 | 0.0127 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 430.9639 | 71540 | 0.0127 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0018 | 431.0843 | 71560 | 0.0127 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 431.2048 | 71580 | 0.0128 | 0.4906 | 0.9812 | 0.9812 | nan | 0.9812 | 0.0 | 0.9812 | +| 0.0022 | 431.3253 | 71600 | 0.0128 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 431.4458 | 71620 | 0.0127 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 431.5663 | 71640 | 0.0127 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 431.6867 | 71660 | 0.0127 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0023 | 431.8072 | 71680 | 0.0127 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 431.9277 | 71700 | 0.0128 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0025 | 432.0482 | 71720 | 0.0126 | 0.4907 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0017 | 432.1687 | 71740 | 0.0127 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 432.2892 | 71760 | 0.0128 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 432.4096 | 71780 | 0.0128 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 432.5301 | 71800 | 0.0127 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 432.6506 | 71820 | 0.0127 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0018 | 432.7711 | 71840 | 0.0128 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 432.8916 | 71860 | 0.0128 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 433.0120 | 71880 | 0.0129 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0019 | 433.1325 | 71900 | 0.0128 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.002 | 433.2530 | 71920 | 0.0127 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 433.3735 | 71940 | 0.0128 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 433.4940 | 71960 | 0.0127 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 433.6145 | 71980 | 0.0127 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 433.7349 | 72000 | 0.0128 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 433.8554 | 72020 | 0.0128 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0023 | 433.9759 | 72040 | 0.0128 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 434.0964 | 72060 | 0.0128 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0017 | 434.2169 | 72080 | 0.0128 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0017 | 434.3373 | 72100 | 0.0127 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 434.4578 | 72120 | 0.0127 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0024 | 434.5783 | 72140 | 0.0128 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0019 | 434.6988 | 72160 | 0.0127 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.002 | 434.8193 | 72180 | 0.0127 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 434.9398 | 72200 | 0.0127 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0019 | 435.0602 | 72220 | 0.0128 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0017 | 435.1807 | 72240 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 435.3012 | 72260 | 0.0127 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 435.4217 | 72280 | 0.0127 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 435.5422 | 72300 | 0.0127 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 435.6627 | 72320 | 0.0128 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 435.7831 | 72340 | 0.0128 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 435.9036 | 72360 | 0.0128 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0016 | 436.0241 | 72380 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 436.1446 | 72400 | 0.0127 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0026 | 436.2651 | 72420 | 0.0128 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 436.3855 | 72440 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 436.5060 | 72460 | 0.0128 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 436.6265 | 72480 | 0.0129 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 436.7470 | 72500 | 0.0129 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 436.8675 | 72520 | 0.0131 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.002 | 436.9880 | 72540 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 437.1084 | 72560 | 0.0128 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 437.2289 | 72580 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 437.3494 | 72600 | 0.0129 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0021 | 437.4699 | 72620 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 437.5904 | 72640 | 0.0129 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 437.7108 | 72660 | 0.0127 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0024 | 437.8313 | 72680 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 437.9518 | 72700 | 0.0128 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0017 | 438.0723 | 72720 | 0.0129 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 438.1928 | 72740 | 0.0128 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0024 | 438.3133 | 72760 | 0.0129 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0019 | 438.4337 | 72780 | 0.0129 | 0.4913 | 0.9826 | 0.9826 | nan | 0.9826 | 0.0 | 0.9826 | +| 0.0022 | 438.5542 | 72800 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 438.6747 | 72820 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0019 | 438.7952 | 72840 | 0.0129 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 438.9157 | 72860 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 439.0361 | 72880 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 439.1566 | 72900 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 439.2771 | 72920 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 439.3976 | 72940 | 0.0128 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 439.5181 | 72960 | 0.0128 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0019 | 439.6386 | 72980 | 0.0129 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 439.7590 | 73000 | 0.0128 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0025 | 439.8795 | 73020 | 0.0129 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0025 | 440.0 | 73040 | 0.0128 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 440.1205 | 73060 | 0.0128 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 440.2410 | 73080 | 0.0128 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 440.3614 | 73100 | 0.0129 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 440.4819 | 73120 | 0.0129 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 440.6024 | 73140 | 0.0129 | 0.4912 | 0.9825 | 0.9825 | nan | 0.9825 | 0.0 | 0.9825 | +| 0.002 | 440.7229 | 73160 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 440.8434 | 73180 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0018 | 440.9639 | 73200 | 0.0130 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 441.0843 | 73220 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 441.2048 | 73240 | 0.0129 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0017 | 441.3253 | 73260 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 441.4458 | 73280 | 0.0128 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 441.5663 | 73300 | 0.0129 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0024 | 441.6867 | 73320 | 0.0129 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 441.8072 | 73340 | 0.0128 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 441.9277 | 73360 | 0.0129 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 442.0482 | 73380 | 0.0128 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0027 | 442.1687 | 73400 | 0.0128 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 442.2892 | 73420 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 442.4096 | 73440 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 442.5301 | 73460 | 0.0128 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 442.6506 | 73480 | 0.0128 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0019 | 442.7711 | 73500 | 0.0127 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 442.8916 | 73520 | 0.0128 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 443.0120 | 73540 | 0.0128 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 443.1325 | 73560 | 0.0128 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0018 | 443.2530 | 73580 | 0.0127 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0019 | 443.3735 | 73600 | 0.0128 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 443.4940 | 73620 | 0.0129 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0031 | 443.6145 | 73640 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 443.7349 | 73660 | 0.0128 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 443.8554 | 73680 | 0.0128 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0025 | 443.9759 | 73700 | 0.0128 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 444.0964 | 73720 | 0.0128 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 444.2169 | 73740 | 0.0129 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.003 | 444.3373 | 73760 | 0.0129 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0025 | 444.4578 | 73780 | 0.0129 | 0.4906 | 0.9813 | 0.9813 | nan | 0.9813 | 0.0 | 0.9813 | +| 0.0019 | 444.5783 | 73800 | 0.0128 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0018 | 444.6988 | 73820 | 0.0127 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 444.8193 | 73840 | 0.0128 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0021 | 444.9398 | 73860 | 0.0128 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0022 | 445.0602 | 73880 | 0.0127 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 445.1807 | 73900 | 0.0128 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 445.3012 | 73920 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 445.4217 | 73940 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 445.5422 | 73960 | 0.0128 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 445.6627 | 73980 | 0.0129 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 445.7831 | 74000 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0018 | 445.9036 | 74020 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 446.0241 | 74040 | 0.0129 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 446.1446 | 74060 | 0.0129 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 446.2651 | 74080 | 0.0129 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0018 | 446.3855 | 74100 | 0.0129 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 446.5060 | 74120 | 0.0129 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0021 | 446.6265 | 74140 | 0.0129 | 0.4907 | 0.9814 | 0.9814 | nan | 0.9814 | 0.0 | 0.9814 | +| 0.0024 | 446.7470 | 74160 | 0.0128 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0019 | 446.8675 | 74180 | 0.0128 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 446.9880 | 74200 | 0.0129 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 447.1084 | 74220 | 0.0129 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 447.2289 | 74240 | 0.0129 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 447.3494 | 74260 | 0.0129 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 447.4699 | 74280 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 447.5904 | 74300 | 0.0129 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 447.7108 | 74320 | 0.0130 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0024 | 447.8313 | 74340 | 0.0129 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0019 | 447.9518 | 74360 | 0.0129 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 448.0723 | 74380 | 0.0129 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 448.1928 | 74400 | 0.0129 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0021 | 448.3133 | 74420 | 0.0129 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 448.4337 | 74440 | 0.0128 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 448.5542 | 74460 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 448.6747 | 74480 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 448.7952 | 74500 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 448.9157 | 74520 | 0.0129 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 449.0361 | 74540 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0046 | 449.1566 | 74560 | 0.0130 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0018 | 449.2771 | 74580 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 449.3976 | 74600 | 0.0129 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 449.5181 | 74620 | 0.0130 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0024 | 449.6386 | 74640 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 449.7590 | 74660 | 0.0128 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 449.8795 | 74680 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 450.0 | 74700 | 0.0129 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0019 | 450.1205 | 74720 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 450.2410 | 74740 | 0.0129 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0025 | 450.3614 | 74760 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0018 | 450.4819 | 74780 | 0.0129 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0021 | 450.6024 | 74800 | 0.0130 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 450.7229 | 74820 | 0.0129 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 450.8434 | 74840 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 450.9639 | 74860 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 451.0843 | 74880 | 0.0129 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 451.2048 | 74900 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 451.3253 | 74920 | 0.0128 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 451.4458 | 74940 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 451.5663 | 74960 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 451.6867 | 74980 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 451.8072 | 75000 | 0.0128 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0019 | 451.9277 | 75020 | 0.0129 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0019 | 452.0482 | 75040 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0018 | 452.1687 | 75060 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 452.2892 | 75080 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 452.4096 | 75100 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 452.5301 | 75120 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 452.6506 | 75140 | 0.0128 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 452.7711 | 75160 | 0.0129 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.002 | 452.8916 | 75180 | 0.0129 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 453.0120 | 75200 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0017 | 453.1325 | 75220 | 0.0129 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 453.2530 | 75240 | 0.0129 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 453.3735 | 75260 | 0.0128 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 453.4940 | 75280 | 0.0129 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0019 | 453.6145 | 75300 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 453.7349 | 75320 | 0.0128 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 453.8554 | 75340 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 453.9759 | 75360 | 0.0129 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 454.0964 | 75380 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 454.2169 | 75400 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 454.3373 | 75420 | 0.0130 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 454.4578 | 75440 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 454.5783 | 75460 | 0.0129 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 454.6988 | 75480 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0017 | 454.8193 | 75500 | 0.0129 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0019 | 454.9398 | 75520 | 0.0127 | 0.4912 | 0.9824 | 0.9824 | nan | 0.9824 | 0.0 | 0.9824 | +| 0.0022 | 455.0602 | 75540 | 0.0127 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0016 | 455.1807 | 75560 | 0.0129 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 455.3012 | 75580 | 0.0128 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0023 | 455.4217 | 75600 | 0.0128 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 455.5422 | 75620 | 0.0128 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 455.6627 | 75640 | 0.0129 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0014 | 455.7831 | 75660 | 0.0129 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0019 | 455.9036 | 75680 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 456.0241 | 75700 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 456.1446 | 75720 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 456.2651 | 75740 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 456.3855 | 75760 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0027 | 456.5060 | 75780 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 456.6265 | 75800 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 456.7470 | 75820 | 0.0129 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 456.8675 | 75840 | 0.0128 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 456.9880 | 75860 | 0.0129 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 457.1084 | 75880 | 0.0129 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0027 | 457.2289 | 75900 | 0.0129 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0024 | 457.3494 | 75920 | 0.0129 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0019 | 457.4699 | 75940 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 457.5904 | 75960 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 457.7108 | 75980 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 457.8313 | 76000 | 0.0129 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 457.9518 | 76020 | 0.0129 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0018 | 458.0723 | 76040 | 0.0130 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 458.1928 | 76060 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 458.3133 | 76080 | 0.0129 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0015 | 458.4337 | 76100 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 458.5542 | 76120 | 0.0128 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.002 | 458.6747 | 76140 | 0.0129 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 458.7952 | 76160 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 458.9157 | 76180 | 0.0129 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0026 | 459.0361 | 76200 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 459.1566 | 76220 | 0.0129 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0026 | 459.2771 | 76240 | 0.0129 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 459.3976 | 76260 | 0.0129 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 459.5181 | 76280 | 0.0130 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 459.6386 | 76300 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 459.7590 | 76320 | 0.0130 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0025 | 459.8795 | 76340 | 0.0130 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.002 | 460.0 | 76360 | 0.0128 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 460.1205 | 76380 | 0.0129 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0021 | 460.2410 | 76400 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 460.3614 | 76420 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 460.4819 | 76440 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 460.6024 | 76460 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 460.7229 | 76480 | 0.0130 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.002 | 460.8434 | 76500 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 460.9639 | 76520 | 0.0130 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 461.0843 | 76540 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 461.2048 | 76560 | 0.0128 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0026 | 461.3253 | 76580 | 0.0130 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 461.4458 | 76600 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0017 | 461.5663 | 76620 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 461.6867 | 76640 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0017 | 461.8072 | 76660 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 461.9277 | 76680 | 0.0128 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 462.0482 | 76700 | 0.0129 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0017 | 462.1687 | 76720 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 462.2892 | 76740 | 0.0129 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0019 | 462.4096 | 76760 | 0.0129 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0016 | 462.5301 | 76780 | 0.0129 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0018 | 462.6506 | 76800 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 462.7711 | 76820 | 0.0130 | 0.4907 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0024 | 462.8916 | 76840 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 463.0120 | 76860 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 463.1325 | 76880 | 0.0129 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0021 | 463.2530 | 76900 | 0.0130 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0018 | 463.3735 | 76920 | 0.0129 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0019 | 463.4940 | 76940 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 463.6145 | 76960 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 463.7349 | 76980 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 463.8554 | 77000 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0014 | 463.9759 | 77020 | 0.0130 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 464.0964 | 77040 | 0.0129 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0017 | 464.2169 | 77060 | 0.0130 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0022 | 464.3373 | 77080 | 0.0129 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 464.4578 | 77100 | 0.0129 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 464.5783 | 77120 | 0.0129 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0019 | 464.6988 | 77140 | 0.0129 | 0.4908 | 0.9815 | 0.9815 | nan | 0.9815 | 0.0 | 0.9815 | +| 0.0022 | 464.8193 | 77160 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 464.9398 | 77180 | 0.0130 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0018 | 465.0602 | 77200 | 0.0129 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 465.1807 | 77220 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 465.3012 | 77240 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0018 | 465.4217 | 77260 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 465.5422 | 77280 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0019 | 465.6627 | 77300 | 0.0130 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.002 | 465.7831 | 77320 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 465.9036 | 77340 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 466.0241 | 77360 | 0.0129 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 466.1446 | 77380 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 466.2651 | 77400 | 0.0130 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0024 | 466.3855 | 77420 | 0.0130 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 466.5060 | 77440 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 466.6265 | 77460 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0026 | 466.7470 | 77480 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 466.8675 | 77500 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 466.9880 | 77520 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 467.1084 | 77540 | 0.0129 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0019 | 467.2289 | 77560 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 467.3494 | 77580 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 467.4699 | 77600 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 467.5904 | 77620 | 0.0130 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0023 | 467.7108 | 77640 | 0.0129 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 467.8313 | 77660 | 0.0129 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 467.9518 | 77680 | 0.0130 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0018 | 468.0723 | 77700 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 468.1928 | 77720 | 0.0130 | 0.4911 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0024 | 468.3133 | 77740 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 468.4337 | 77760 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0017 | 468.5542 | 77780 | 0.0129 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 468.6747 | 77800 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 468.7952 | 77820 | 0.0130 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 468.9157 | 77840 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 469.0361 | 77860 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 469.1566 | 77880 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0018 | 469.2771 | 77900 | 0.0131 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0015 | 469.3976 | 77920 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 469.5181 | 77940 | 0.0130 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.002 | 469.6386 | 77960 | 0.0131 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0017 | 469.7590 | 77980 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0016 | 469.8795 | 78000 | 0.0130 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 470.0 | 78020 | 0.0130 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0019 | 470.1205 | 78040 | 0.0131 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0015 | 470.2410 | 78060 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 470.3614 | 78080 | 0.0130 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0024 | 470.4819 | 78100 | 0.0130 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0017 | 470.6024 | 78120 | 0.0130 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 470.7229 | 78140 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 470.8434 | 78160 | 0.0129 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 470.9639 | 78180 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0019 | 471.0843 | 78200 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0018 | 471.2048 | 78220 | 0.0129 | 0.4912 | 0.9823 | 0.9823 | nan | 0.9823 | 0.0 | 0.9823 | +| 0.0019 | 471.3253 | 78240 | 0.0129 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0027 | 471.4458 | 78260 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 471.5663 | 78280 | 0.0130 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 471.6867 | 78300 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 471.8072 | 78320 | 0.0131 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 471.9277 | 78340 | 0.0130 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 472.0482 | 78360 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 472.1687 | 78380 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 472.2892 | 78400 | 0.0130 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 472.4096 | 78420 | 0.0131 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 472.5301 | 78440 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 472.6506 | 78460 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 472.7711 | 78480 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 472.8916 | 78500 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 473.0120 | 78520 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 473.1325 | 78540 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 473.2530 | 78560 | 0.0130 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 473.3735 | 78580 | 0.0131 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 473.4940 | 78600 | 0.0131 | 0.4911 | 0.9822 | 0.9822 | nan | 0.9822 | 0.0 | 0.9822 | +| 0.0028 | 473.6145 | 78620 | 0.0130 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0018 | 473.7349 | 78640 | 0.0130 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 473.8554 | 78660 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 473.9759 | 78680 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 474.0964 | 78700 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 474.2169 | 78720 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 474.3373 | 78740 | 0.0131 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.002 | 474.4578 | 78760 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 474.5783 | 78780 | 0.0132 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0019 | 474.6988 | 78800 | 0.0131 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0019 | 474.8193 | 78820 | 0.0130 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0019 | 474.9398 | 78840 | 0.0131 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 475.0602 | 78860 | 0.0130 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0019 | 475.1807 | 78880 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 475.3012 | 78900 | 0.0130 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 475.4217 | 78920 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 475.5422 | 78940 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0018 | 475.6627 | 78960 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 475.7831 | 78980 | 0.0131 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0025 | 475.9036 | 79000 | 0.0130 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 476.0241 | 79020 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0018 | 476.1446 | 79040 | 0.0131 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0017 | 476.2651 | 79060 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 476.3855 | 79080 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 476.5060 | 79100 | 0.0130 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0024 | 476.6265 | 79120 | 0.0130 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 476.7470 | 79140 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 476.8675 | 79160 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 476.9880 | 79180 | 0.0131 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 477.1084 | 79200 | 0.0129 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 477.2289 | 79220 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 477.3494 | 79240 | 0.0130 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0026 | 477.4699 | 79260 | 0.0129 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0019 | 477.5904 | 79280 | 0.0131 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0019 | 477.7108 | 79300 | 0.0130 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 477.8313 | 79320 | 0.0130 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 477.9518 | 79340 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 478.0723 | 79360 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 478.1928 | 79380 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 478.3133 | 79400 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 478.4337 | 79420 | 0.0131 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 478.5542 | 79440 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 478.6747 | 79460 | 0.0131 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0026 | 478.7952 | 79480 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 478.9157 | 79500 | 0.0132 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 479.0361 | 79520 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 479.1566 | 79540 | 0.0132 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 479.2771 | 79560 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 479.3976 | 79580 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0017 | 479.5181 | 79600 | 0.0131 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0026 | 479.6386 | 79620 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 479.7590 | 79640 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 479.8795 | 79660 | 0.0131 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 480.0 | 79680 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 480.1205 | 79700 | 0.0132 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0024 | 480.2410 | 79720 | 0.0131 | 0.4908 | 0.9816 | 0.9816 | nan | 0.9816 | 0.0 | 0.9816 | +| 0.0023 | 480.3614 | 79740 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 480.4819 | 79760 | 0.0130 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 480.6024 | 79780 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0017 | 480.7229 | 79800 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 480.8434 | 79820 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 480.9639 | 79840 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 481.0843 | 79860 | 0.0130 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 481.2048 | 79880 | 0.0132 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0018 | 481.3253 | 79900 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 481.4458 | 79920 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 481.5663 | 79940 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 481.6867 | 79960 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 481.8072 | 79980 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 481.9277 | 80000 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0017 | 482.0482 | 80020 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 482.1687 | 80040 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 482.2892 | 80060 | 0.0132 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 482.4096 | 80080 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 482.5301 | 80100 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 482.6506 | 80120 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 482.7711 | 80140 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 482.8916 | 80160 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 483.0120 | 80180 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 483.1325 | 80200 | 0.0130 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0028 | 483.2530 | 80220 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0019 | 483.3735 | 80240 | 0.0131 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 483.4940 | 80260 | 0.0130 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 483.6145 | 80280 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 483.7349 | 80300 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0016 | 483.8554 | 80320 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 483.9759 | 80340 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0016 | 484.0964 | 80360 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 484.2169 | 80380 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 484.3373 | 80400 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 484.4578 | 80420 | 0.0130 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 484.5783 | 80440 | 0.0131 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0018 | 484.6988 | 80460 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0027 | 484.8193 | 80480 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 484.9398 | 80500 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 485.0602 | 80520 | 0.0132 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 485.1807 | 80540 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 485.3012 | 80560 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 485.4217 | 80580 | 0.0132 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 485.5422 | 80600 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 485.6627 | 80620 | 0.0131 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 485.7831 | 80640 | 0.0132 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 485.9036 | 80660 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 486.0241 | 80680 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 486.1446 | 80700 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 486.2651 | 80720 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 486.3855 | 80740 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0017 | 486.5060 | 80760 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 486.6265 | 80780 | 0.0131 | 0.4911 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0018 | 486.7470 | 80800 | 0.0132 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0014 | 486.8675 | 80820 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 486.9880 | 80840 | 0.0131 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 487.1084 | 80860 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 487.2289 | 80880 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 487.3494 | 80900 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 487.4699 | 80920 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 487.5904 | 80940 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 487.7108 | 80960 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 487.8313 | 80980 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 487.9518 | 81000 | 0.0131 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0023 | 488.0723 | 81020 | 0.0132 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 488.1928 | 81040 | 0.0132 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 488.3133 | 81060 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 488.4337 | 81080 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 488.5542 | 81100 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 488.6747 | 81120 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 488.7952 | 81140 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 488.9157 | 81160 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0017 | 489.0361 | 81180 | 0.0132 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 489.1566 | 81200 | 0.0132 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0022 | 489.2771 | 81220 | 0.0130 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0024 | 489.3976 | 81240 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 489.5181 | 81260 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 489.6386 | 81280 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 489.7590 | 81300 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 489.8795 | 81320 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 490.0 | 81340 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0017 | 490.1205 | 81360 | 0.0130 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 490.2410 | 81380 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0019 | 490.3614 | 81400 | 0.0130 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 490.4819 | 81420 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 490.6024 | 81440 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0024 | 490.7229 | 81460 | 0.0132 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0025 | 490.8434 | 81480 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 490.9639 | 81500 | 0.0132 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 491.0843 | 81520 | 0.0132 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0017 | 491.2048 | 81540 | 0.0132 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 491.3253 | 81560 | 0.0132 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 491.4458 | 81580 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 491.5663 | 81600 | 0.0131 | 0.4908 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0028 | 491.6867 | 81620 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 491.8072 | 81640 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 491.9277 | 81660 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0025 | 492.0482 | 81680 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0016 | 492.1687 | 81700 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 492.2892 | 81720 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0024 | 492.4096 | 81740 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 492.5301 | 81760 | 0.0132 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0021 | 492.6506 | 81780 | 0.0132 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 492.7711 | 81800 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 492.8916 | 81820 | 0.0132 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 493.0120 | 81840 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 493.1325 | 81860 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 493.2530 | 81880 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 493.3735 | 81900 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 493.4940 | 81920 | 0.0130 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 493.6145 | 81940 | 0.0131 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0022 | 493.7349 | 81960 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0022 | 493.8554 | 81980 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 493.9759 | 82000 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0027 | 494.0964 | 82020 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0016 | 494.2169 | 82040 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 494.3373 | 82060 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0025 | 494.4578 | 82080 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 494.5783 | 82100 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 494.6988 | 82120 | 0.0132 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 494.8193 | 82140 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.002 | 494.9398 | 82160 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 495.0602 | 82180 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 495.1807 | 82200 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0025 | 495.3012 | 82220 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 495.4217 | 82240 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 495.5422 | 82260 | 0.0132 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 495.6627 | 82280 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 495.7831 | 82300 | 0.0132 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 495.9036 | 82320 | 0.0132 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 496.0241 | 82340 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0017 | 496.1446 | 82360 | 0.0132 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0019 | 496.2651 | 82380 | 0.0132 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 496.3855 | 82400 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0026 | 496.5060 | 82420 | 0.0131 | 0.4909 | 0.9817 | 0.9817 | nan | 0.9817 | 0.0 | 0.9817 | +| 0.0024 | 496.6265 | 82440 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 496.7470 | 82460 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0022 | 496.8675 | 82480 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 496.9880 | 82500 | 0.0132 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 497.1084 | 82520 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0028 | 497.2289 | 82540 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0024 | 497.3494 | 82560 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.002 | 497.4699 | 82580 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0017 | 497.5904 | 82600 | 0.0132 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0018 | 497.7108 | 82620 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.002 | 497.8313 | 82640 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0021 | 497.9518 | 82660 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0018 | 498.0723 | 82680 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0022 | 498.1928 | 82700 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0019 | 498.3133 | 82720 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 498.4337 | 82740 | 0.0131 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 498.5542 | 82760 | 0.0132 | 0.4910 | 0.9821 | 0.9821 | nan | 0.9821 | 0.0 | 0.9821 | +| 0.0021 | 498.6747 | 82780 | 0.0132 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0019 | 498.7952 | 82800 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0021 | 498.9157 | 82820 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0018 | 499.0361 | 82840 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 499.1566 | 82860 | 0.0131 | 0.4910 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0018 | 499.2771 | 82880 | 0.0132 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0018 | 499.3976 | 82900 | 0.0132 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0018 | 499.5181 | 82920 | 0.0132 | 0.4910 | 0.9820 | 0.9820 | nan | 0.9820 | 0.0 | 0.9820 | +| 0.0023 | 499.6386 | 82940 | 0.0131 | 0.4909 | 0.9819 | 0.9819 | nan | 0.9819 | 0.0 | 0.9819 | +| 0.0023 | 499.7590 | 82960 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0023 | 499.8795 | 82980 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | +| 0.0021 | 500.0 | 83000 | 0.0131 | 0.4909 | 0.9818 | 0.9818 | nan | 0.9818 | 0.0 | 0.9818 | -### Direct Use - +### Framework versions -[More Information Needed] - -### Downstream Use [optional] - - - -[More Information Needed] - -### Out-of-Scope Use - - - -[More Information Needed] - -## Bias, Risks, and Limitations - - - -[More Information Needed] - -### Recommendations - - - -Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations. - -## How to Get Started with the Model - -Use the code below to get started with the model. - -[More Information Needed] - -## Training Details - -### Training Data - - - -[More Information Needed] - -### Training Procedure - - - -#### Preprocessing [optional] - -[More Information Needed] - - -#### Training Hyperparameters - -- **Training regime:** [More Information Needed] - -#### Speeds, Sizes, Times [optional] - - - -[More Information Needed] - -## Evaluation - - - -### Testing Data, Factors & Metrics - -#### Testing Data - - - -[More Information Needed] - -#### Factors - - - -[More Information Needed] - -#### Metrics - - - -[More Information Needed] - -### Results - -[More Information Needed] - -#### Summary - - - -## Model Examination [optional] - - - -[More Information Needed] - -## Environmental Impact - - - -Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700). - -- **Hardware Type:** [More Information Needed] -- **Hours used:** [More Information Needed] -- **Cloud Provider:** [More Information Needed] -- **Compute Region:** [More Information Needed] -- **Carbon Emitted:** [More Information Needed] - -## Technical Specifications [optional] - -### Model Architecture and Objective - -[More Information Needed] - -### Compute Infrastructure - -[More Information Needed] - -#### Hardware - -[More Information Needed] - -#### Software - -[More Information Needed] - -## Citation [optional] - - - -**BibTeX:** - -[More Information Needed] - -**APA:** - -[More Information Needed] - -## Glossary [optional] - - - -[More Information Needed] - -## More Information [optional] - -[More Information Needed] - -## Model Card Authors [optional] - -[More Information Needed] - -## Model Card Contact - -[More Information Needed] \ No newline at end of file +- Transformers 4.40.1 +- Pytorch 2.0.0+cu118 +- Datasets 2.19.0 +- Tokenizers 0.19.1