diff --git a/README.md b/README.md index 4f64e8e470042808fe14a5ab21c454f703a50c02..f8ffd60669e519e24bd831912bbd3a047ffedefc 100644 --- a/README.md +++ b/README.md @@ -15,14 +15,14 @@ should probably proofread and complete it, then remove this comment. --> This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on the None dataset. It achieves the following results on the evaluation set: -- Loss: 0.0741 -- Mean Iou: 0.9239 -- Mean Accuracy: 0.9594 -- Overall Accuracy: 0.9664 -- Accuracy Water: 0.9417 -- Accuracy Non-water: 0.9772 -- Iou Water: 0.8949 -- Iou Non-water: 0.9529 +- Loss: 0.0652 +- Mean Iou: 0.9415 +- Mean Accuracy: 0.9614 +- Overall Accuracy: 0.9785 +- Accuracy Water: 0.9290 +- Accuracy Non-water: 0.9937 +- Iou Water: 0.9104 +- Iou Non-water: 0.9725 ## Model description @@ -51,258 +51,1508 @@ The following hyperparameters were used during training: ### Training results -| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Accuracy Water | Accuracy Non-water | Iou Water | Iou Non-water | -|:-------------:|:------:|:----:|:---------------:|:--------:|:-------------:|:----------------:|:--------------:|:------------------:|:---------:|:-------------:| -| 0.3061 | 20.0 | 20 | 0.4145 | 0.8074 | 0.8822 | 0.9105 | 0.8100 | 0.9544 | 0.7334 | 0.8813 | -| 0.2072 | 40.0 | 40 | 0.2783 | 0.8690 | 0.9304 | 0.9399 | 0.9063 | 0.9545 | 0.8209 | 0.9170 | -| 0.1641 | 60.0 | 60 | 0.2245 | 0.8804 | 0.9427 | 0.9449 | 0.9372 | 0.9482 | 0.8379 | 0.9229 | -| 0.1603 | 80.0 | 80 | 0.1768 | 0.8879 | 0.9325 | 0.9501 | 0.8875 | 0.9775 | 0.8440 | 0.9317 | -| 0.1385 | 100.0 | 100 | 0.1532 | 0.8870 | 0.9495 | 0.9478 | 0.9539 | 0.9452 | 0.8475 | 0.9265 | -| 0.145 | 120.0 | 120 | 0.1399 | 0.8942 | 0.9504 | 0.9516 | 0.9471 | 0.9536 | 0.8562 | 0.9321 | -| 0.1219 | 140.0 | 140 | 0.1258 | 0.9038 | 0.9487 | 0.9570 | 0.9275 | 0.9698 | 0.8676 | 0.9401 | -| 0.1183 | 160.0 | 160 | 0.1215 | 0.9010 | 0.9548 | 0.9549 | 0.9545 | 0.9551 | 0.8655 | 0.9365 | -| 0.1107 | 180.0 | 180 | 0.1124 | 0.9075 | 0.9514 | 0.9586 | 0.9328 | 0.9699 | 0.8727 | 0.9423 | -| 0.117 | 200.0 | 200 | 0.1123 | 0.9084 | 0.9468 | 0.9595 | 0.9142 | 0.9793 | 0.8729 | 0.9439 | -| 0.1044 | 220.0 | 220 | 0.1081 | 0.9091 | 0.9556 | 0.9591 | 0.9464 | 0.9647 | 0.8756 | 0.9426 | -| 0.1003 | 240.0 | 240 | 0.1018 | 0.9115 | 0.9515 | 0.9607 | 0.9281 | 0.9750 | 0.8778 | 0.9453 | -| 0.0984 | 260.0 | 260 | 0.0995 | 0.9069 | 0.9425 | 0.9591 | 0.9002 | 0.9848 | 0.8700 | 0.9437 | -| 0.0964 | 280.0 | 280 | 0.0965 | 0.9115 | 0.9560 | 0.9603 | 0.9451 | 0.9670 | 0.8786 | 0.9443 | -| 0.0962 | 300.0 | 300 | 0.0947 | 0.9108 | 0.9476 | 0.9607 | 0.9144 | 0.9809 | 0.8761 | 0.9455 | -| 0.094 | 320.0 | 320 | 0.0926 | 0.9147 | 0.9542 | 0.9621 | 0.9339 | 0.9745 | 0.8823 | 0.9471 | -| 0.0975 | 340.0 | 340 | 0.1036 | 0.9059 | 0.9588 | 0.9572 | 0.9629 | 0.9547 | 0.8723 | 0.9394 | -| 0.0919 | 360.0 | 360 | 0.0939 | 0.9106 | 0.9461 | 0.9607 | 0.9090 | 0.9832 | 0.8755 | 0.9457 | -| 0.0908 | 380.0 | 380 | 0.0908 | 0.9112 | 0.9465 | 0.9610 | 0.9096 | 0.9834 | 0.8764 | 0.9461 | -| 0.0894 | 400.0 | 400 | 0.0900 | 0.9152 | 0.9575 | 0.9621 | 0.9457 | 0.9693 | 0.8836 | 0.9468 | -| 0.0923 | 420.0 | 420 | 0.0929 | 0.9146 | 0.9579 | 0.9618 | 0.9480 | 0.9678 | 0.8829 | 0.9463 | -| 0.089 | 440.0 | 440 | 0.0892 | 0.9162 | 0.9551 | 0.9628 | 0.9355 | 0.9747 | 0.8844 | 0.9481 | -| 0.0873 | 460.0 | 460 | 0.0877 | 0.9163 | 0.9553 | 0.9629 | 0.9361 | 0.9745 | 0.8846 | 0.9481 | -| 0.1037 | 480.0 | 480 | 0.0921 | 0.9142 | 0.9504 | 0.9622 | 0.9205 | 0.9804 | 0.8809 | 0.9475 | -| 0.0863 | 500.0 | 500 | 0.0871 | 0.9167 | 0.9560 | 0.9630 | 0.9382 | 0.9738 | 0.8851 | 0.9482 | -| 0.088 | 520.0 | 520 | 0.0860 | 0.9165 | 0.9541 | 0.9631 | 0.9311 | 0.9770 | 0.8846 | 0.9485 | -| 0.0901 | 540.0 | 540 | 0.0895 | 0.9160 | 0.9587 | 0.9624 | 0.9494 | 0.9681 | 0.8848 | 0.9472 | -| 0.0858 | 560.0 | 560 | 0.0859 | 0.9165 | 0.9544 | 0.9630 | 0.9322 | 0.9765 | 0.8846 | 0.9484 | -| 0.0867 | 580.0 | 580 | 0.0864 | 0.9165 | 0.9537 | 0.9631 | 0.9298 | 0.9776 | 0.8844 | 0.9485 | -| 0.0846 | 600.0 | 600 | 0.0851 | 0.9165 | 0.9535 | 0.9631 | 0.9290 | 0.9779 | 0.8844 | 0.9485 | -| 0.0936 | 620.0 | 620 | 0.0854 | 0.9174 | 0.9575 | 0.9632 | 0.9428 | 0.9721 | 0.8863 | 0.9485 | -| 0.0848 | 640.0 | 640 | 0.0841 | 0.9174 | 0.9572 | 0.9632 | 0.9417 | 0.9726 | 0.8862 | 0.9485 | -| 0.0847 | 660.0 | 660 | 0.0839 | 0.9168 | 0.9536 | 0.9632 | 0.9291 | 0.9781 | 0.8848 | 0.9487 | -| 0.0919 | 680.0 | 680 | 0.0835 | 0.9173 | 0.9549 | 0.9634 | 0.9334 | 0.9765 | 0.8858 | 0.9489 | -| 0.0842 | 700.0 | 700 | 0.0845 | 0.9172 | 0.9593 | 0.9630 | 0.9499 | 0.9687 | 0.8864 | 0.9480 | -| 0.0841 | 720.0 | 720 | 0.0837 | 0.9179 | 0.9575 | 0.9635 | 0.9423 | 0.9728 | 0.8870 | 0.9489 | -| 0.085 | 740.0 | 740 | 0.0834 | 0.9168 | 0.9529 | 0.9633 | 0.9264 | 0.9794 | 0.8847 | 0.9489 | -| 0.0947 | 760.0 | 760 | 0.0849 | 0.9150 | 0.9499 | 0.9626 | 0.9173 | 0.9824 | 0.8818 | 0.9482 | -| 0.0836 | 780.0 | 780 | 0.0830 | 0.9185 | 0.9567 | 0.9639 | 0.9382 | 0.9751 | 0.8876 | 0.9495 | -| 0.0831 | 800.0 | 800 | 0.0824 | 0.9188 | 0.9580 | 0.9639 | 0.9429 | 0.9731 | 0.8881 | 0.9494 | -| 0.0825 | 820.0 | 820 | 0.0824 | 0.9186 | 0.9579 | 0.9638 | 0.9428 | 0.9730 | 0.8879 | 0.9493 | -| 0.0829 | 840.0 | 840 | 0.0817 | 0.9184 | 0.9556 | 0.9639 | 0.9343 | 0.9768 | 0.8872 | 0.9496 | -| 0.083 | 860.0 | 860 | 0.0818 | 0.9182 | 0.9547 | 0.9639 | 0.9315 | 0.9780 | 0.8868 | 0.9496 | -| 0.082 | 880.0 | 880 | 0.0816 | 0.9179 | 0.9541 | 0.9637 | 0.9293 | 0.9788 | 0.8863 | 0.9495 | -| 0.0897 | 900.0 | 900 | 0.0816 | 0.9188 | 0.9563 | 0.9641 | 0.9365 | 0.9761 | 0.8879 | 0.9497 | -| 0.0827 | 920.0 | 920 | 0.0818 | 0.9187 | 0.9571 | 0.9640 | 0.9396 | 0.9746 | 0.8879 | 0.9495 | -| 0.0826 | 940.0 | 940 | 0.0820 | 0.9173 | 0.9530 | 0.9635 | 0.9260 | 0.9799 | 0.8853 | 0.9492 | -| 0.0814 | 960.0 | 960 | 0.0811 | 0.9191 | 0.9564 | 0.9642 | 0.9365 | 0.9763 | 0.8883 | 0.9499 | -| 0.0814 | 980.0 | 980 | 0.0810 | 0.9194 | 0.9575 | 0.9642 | 0.9402 | 0.9747 | 0.8888 | 0.9499 | -| 0.0817 | 1000.0 | 1000 | 0.0812 | 0.9185 | 0.9549 | 0.9640 | 0.9315 | 0.9782 | 0.8873 | 0.9498 | -| 0.0809 | 1020.0 | 1020 | 0.0805 | 0.9200 | 0.9582 | 0.9645 | 0.9419 | 0.9744 | 0.8898 | 0.9503 | -| 0.0816 | 1040.0 | 1040 | 0.0806 | 0.9197 | 0.9573 | 0.9644 | 0.9390 | 0.9755 | 0.8892 | 0.9502 | -| 0.0813 | 1060.0 | 1060 | 0.0804 | 0.9196 | 0.9571 | 0.9644 | 0.9387 | 0.9756 | 0.8890 | 0.9502 | -| 0.0804 | 1080.0 | 1080 | 0.0802 | 0.9196 | 0.9566 | 0.9645 | 0.9364 | 0.9767 | 0.8890 | 0.9503 | -| 0.0823 | 1100.0 | 1100 | 0.0823 | 0.9189 | 0.9558 | 0.9641 | 0.9345 | 0.9771 | 0.8879 | 0.9499 | -| 0.0807 | 1120.0 | 1120 | 0.0811 | 0.9194 | 0.9580 | 0.9642 | 0.9423 | 0.9738 | 0.8890 | 0.9499 | -| 0.0808 | 1140.0 | 1140 | 0.0806 | 0.9196 | 0.9587 | 0.9643 | 0.9443 | 0.9730 | 0.8894 | 0.9499 | -| 0.081 | 1160.0 | 1160 | 0.0807 | 0.9188 | 0.9542 | 0.9642 | 0.9288 | 0.9796 | 0.8875 | 0.9501 | -| 0.0799 | 1180.0 | 1180 | 0.0799 | 0.9200 | 0.9575 | 0.9645 | 0.9395 | 0.9755 | 0.8896 | 0.9504 | -| 0.0801 | 1200.0 | 1200 | 0.0798 | 0.9201 | 0.9571 | 0.9646 | 0.9379 | 0.9763 | 0.8896 | 0.9505 | -| 0.08 | 1220.0 | 1220 | 0.0801 | 0.9196 | 0.9558 | 0.9645 | 0.9335 | 0.9780 | 0.8888 | 0.9504 | -| 0.0802 | 1240.0 | 1240 | 0.0795 | 0.9203 | 0.9574 | 0.9647 | 0.9385 | 0.9762 | 0.8900 | 0.9507 | -| 0.0794 | 1260.0 | 1260 | 0.0795 | 0.9199 | 0.9556 | 0.9647 | 0.9326 | 0.9787 | 0.8892 | 0.9507 | -| 0.0797 | 1280.0 | 1280 | 0.0794 | 0.9201 | 0.9558 | 0.9647 | 0.9331 | 0.9786 | 0.8894 | 0.9508 | -| 0.0794 | 1300.0 | 1300 | 0.0793 | 0.9203 | 0.9582 | 0.9647 | 0.9416 | 0.9747 | 0.8902 | 0.9505 | -| 0.0792 | 1320.0 | 1320 | 0.0795 | 0.9201 | 0.9554 | 0.9647 | 0.9315 | 0.9793 | 0.8893 | 0.9508 | -| 0.0799 | 1340.0 | 1340 | 0.0790 | 0.9207 | 0.9576 | 0.9649 | 0.9390 | 0.9762 | 0.8905 | 0.9509 | -| 0.0791 | 1360.0 | 1360 | 0.0788 | 0.9206 | 0.9576 | 0.9648 | 0.9391 | 0.9761 | 0.8903 | 0.9508 | -| 0.0796 | 1380.0 | 1380 | 0.0794 | 0.9202 | 0.9561 | 0.9648 | 0.9340 | 0.9782 | 0.8897 | 0.9508 | -| 0.0789 | 1400.0 | 1400 | 0.0803 | 0.9192 | 0.9534 | 0.9645 | 0.9253 | 0.9816 | 0.8878 | 0.9505 | -| 0.0809 | 1420.0 | 1420 | 0.0789 | 0.9205 | 0.9565 | 0.9649 | 0.9351 | 0.9779 | 0.8900 | 0.9509 | -| 0.0787 | 1440.0 | 1440 | 0.0788 | 0.9204 | 0.9561 | 0.9649 | 0.9339 | 0.9784 | 0.8899 | 0.9509 | -| 0.0787 | 1460.0 | 1460 | 0.0786 | 0.9213 | 0.9586 | 0.9651 | 0.9418 | 0.9754 | 0.8915 | 0.9512 | -| 0.0787 | 1480.0 | 1480 | 0.0784 | 0.9211 | 0.9586 | 0.9650 | 0.9423 | 0.9749 | 0.8912 | 0.9510 | -| 0.079 | 1500.0 | 1500 | 0.0783 | 0.9212 | 0.9576 | 0.9652 | 0.9382 | 0.9769 | 0.8912 | 0.9513 | -| 0.0786 | 1520.0 | 1520 | 0.0784 | 0.9211 | 0.9579 | 0.9651 | 0.9397 | 0.9762 | 0.8911 | 0.9511 | -| 0.0794 | 1540.0 | 1540 | 0.0783 | 0.9213 | 0.9589 | 0.9651 | 0.9431 | 0.9747 | 0.8916 | 0.9511 | -| 0.0794 | 1560.0 | 1560 | 0.0782 | 0.9215 | 0.9584 | 0.9652 | 0.9410 | 0.9758 | 0.8916 | 0.9513 | -| 0.0785 | 1580.0 | 1580 | 0.0782 | 0.9214 | 0.9575 | 0.9653 | 0.9375 | 0.9774 | 0.8914 | 0.9514 | -| 0.0786 | 1600.0 | 1600 | 0.0780 | 0.9218 | 0.9594 | 0.9653 | 0.9443 | 0.9745 | 0.8922 | 0.9514 | -| 0.0869 | 1620.0 | 1620 | 0.0782 | 0.9213 | 0.9590 | 0.9651 | 0.9434 | 0.9746 | 0.8915 | 0.9511 | -| 0.0783 | 1640.0 | 1640 | 0.0778 | 0.9216 | 0.9591 | 0.9652 | 0.9434 | 0.9748 | 0.8919 | 0.9513 | -| 0.0784 | 1660.0 | 1660 | 0.0778 | 0.9214 | 0.9573 | 0.9653 | 0.9368 | 0.9778 | 0.8914 | 0.9515 | -| 0.0798 | 1680.0 | 1680 | 0.0780 | 0.9216 | 0.9591 | 0.9652 | 0.9436 | 0.9747 | 0.8919 | 0.9513 | -| 0.078 | 1700.0 | 1700 | 0.0778 | 0.9215 | 0.9576 | 0.9653 | 0.9380 | 0.9773 | 0.8915 | 0.9515 | -| 0.0782 | 1720.0 | 1720 | 0.0781 | 0.9209 | 0.9556 | 0.9652 | 0.9312 | 0.9800 | 0.8905 | 0.9514 | -| 0.0783 | 1740.0 | 1740 | 0.0783 | 0.9213 | 0.9607 | 0.9650 | 0.9498 | 0.9716 | 0.8919 | 0.9508 | -| 0.0811 | 1760.0 | 1760 | 0.0777 | 0.9218 | 0.9582 | 0.9654 | 0.9396 | 0.9767 | 0.8920 | 0.9516 | -| 0.0784 | 1780.0 | 1780 | 0.0779 | 0.9213 | 0.9600 | 0.9650 | 0.9471 | 0.9728 | 0.8917 | 0.9509 | -| 0.0783 | 1800.0 | 1800 | 0.0783 | 0.9211 | 0.9607 | 0.9649 | 0.9500 | 0.9714 | 0.8916 | 0.9506 | -| 0.0785 | 1820.0 | 1820 | 0.0774 | 0.9218 | 0.9593 | 0.9653 | 0.9439 | 0.9747 | 0.8922 | 0.9514 | -| 0.0806 | 1840.0 | 1840 | 0.0774 | 0.9217 | 0.9582 | 0.9654 | 0.9400 | 0.9764 | 0.8919 | 0.9515 | -| 0.0781 | 1860.0 | 1860 | 0.0773 | 0.9218 | 0.9569 | 0.9655 | 0.9351 | 0.9787 | 0.8917 | 0.9518 | -| 0.0778 | 1880.0 | 1880 | 0.0772 | 0.9218 | 0.9582 | 0.9654 | 0.9399 | 0.9766 | 0.8920 | 0.9516 | -| 0.0773 | 1900.0 | 1900 | 0.0773 | 0.9217 | 0.9570 | 0.9655 | 0.9356 | 0.9785 | 0.8917 | 0.9517 | -| 0.0777 | 1920.0 | 1920 | 0.0771 | 0.9218 | 0.9595 | 0.9653 | 0.9445 | 0.9745 | 0.8923 | 0.9514 | -| 0.0796 | 1940.0 | 1940 | 0.0771 | 0.9220 | 0.9593 | 0.9654 | 0.9438 | 0.9749 | 0.8925 | 0.9515 | -| 0.0803 | 1960.0 | 1960 | 0.0772 | 0.9216 | 0.9596 | 0.9652 | 0.9453 | 0.9739 | 0.8921 | 0.9512 | -| 0.0774 | 1980.0 | 1980 | 0.0768 | 0.9223 | 0.9586 | 0.9656 | 0.9406 | 0.9766 | 0.8927 | 0.9519 | -| 0.0772 | 2000.0 | 2000 | 0.0768 | 0.9222 | 0.9584 | 0.9656 | 0.9399 | 0.9768 | 0.8925 | 0.9518 | -| 0.0772 | 2020.0 | 2020 | 0.0768 | 0.9223 | 0.9574 | 0.9657 | 0.9363 | 0.9786 | 0.8925 | 0.9520 | -| 0.0772 | 2040.0 | 2040 | 0.0769 | 0.9220 | 0.9593 | 0.9654 | 0.9437 | 0.9749 | 0.8924 | 0.9515 | -| 0.0773 | 2060.0 | 2060 | 0.0767 | 0.9222 | 0.9574 | 0.9656 | 0.9365 | 0.9784 | 0.8923 | 0.9520 | -| 0.0771 | 2080.0 | 2080 | 0.0765 | 0.9224 | 0.9584 | 0.9657 | 0.9398 | 0.9770 | 0.8929 | 0.9520 | -| 0.0782 | 2100.0 | 2100 | 0.0768 | 0.9221 | 0.9568 | 0.9656 | 0.9344 | 0.9793 | 0.8921 | 0.9520 | -| 0.0773 | 2120.0 | 2120 | 0.0769 | 0.9217 | 0.9566 | 0.9655 | 0.9338 | 0.9793 | 0.8916 | 0.9518 | -| 0.077 | 2140.0 | 2140 | 0.0765 | 0.9223 | 0.9580 | 0.9657 | 0.9386 | 0.9775 | 0.8926 | 0.9520 | -| 0.0773 | 2160.0 | 2160 | 0.0764 | 0.9227 | 0.9587 | 0.9658 | 0.9404 | 0.9769 | 0.8932 | 0.9521 | -| 0.0772 | 2180.0 | 2180 | 0.0765 | 0.9225 | 0.9579 | 0.9658 | 0.9379 | 0.9780 | 0.8929 | 0.9521 | -| 0.0776 | 2200.0 | 2200 | 0.0764 | 0.9225 | 0.9579 | 0.9658 | 0.9377 | 0.9781 | 0.8928 | 0.9521 | -| 0.0767 | 2220.0 | 2220 | 0.0764 | 0.9225 | 0.9577 | 0.9658 | 0.9371 | 0.9784 | 0.8929 | 0.9522 | -| 0.0763 | 2240.0 | 2240 | 0.0764 | 0.9229 | 0.9584 | 0.9660 | 0.9392 | 0.9777 | 0.8935 | 0.9524 | -| 0.0786 | 2260.0 | 2260 | 0.0765 | 0.9224 | 0.9573 | 0.9658 | 0.9358 | 0.9788 | 0.8926 | 0.9522 | -| 0.0764 | 2280.0 | 2280 | 0.0762 | 0.9225 | 0.9582 | 0.9658 | 0.9388 | 0.9775 | 0.8929 | 0.9521 | -| 0.0765 | 2300.0 | 2300 | 0.0762 | 0.9228 | 0.9588 | 0.9659 | 0.9407 | 0.9769 | 0.8934 | 0.9522 | -| 0.0763 | 2320.0 | 2320 | 0.0760 | 0.9227 | 0.9592 | 0.9658 | 0.9424 | 0.9760 | 0.8934 | 0.9521 | -| 0.0765 | 2340.0 | 2340 | 0.0764 | 0.9224 | 0.9602 | 0.9656 | 0.9466 | 0.9739 | 0.8931 | 0.9517 | -| 0.0766 | 2360.0 | 2360 | 0.0761 | 0.9226 | 0.9590 | 0.9658 | 0.9417 | 0.9763 | 0.8932 | 0.9521 | -| 0.0767 | 2380.0 | 2380 | 0.0762 | 0.9221 | 0.9592 | 0.9655 | 0.9430 | 0.9753 | 0.8926 | 0.9516 | -| 0.0765 | 2400.0 | 2400 | 0.0760 | 0.9227 | 0.9591 | 0.9658 | 0.9419 | 0.9763 | 0.8934 | 0.9521 | -| 0.0763 | 2420.0 | 2420 | 0.0759 | 0.9225 | 0.9586 | 0.9657 | 0.9405 | 0.9768 | 0.8930 | 0.9520 | -| 0.0763 | 2440.0 | 2440 | 0.0759 | 0.9226 | 0.9593 | 0.9657 | 0.9429 | 0.9757 | 0.8932 | 0.9520 | -| 0.077 | 2460.0 | 2460 | 0.0758 | 0.9227 | 0.9591 | 0.9658 | 0.9419 | 0.9762 | 0.8933 | 0.9521 | -| 0.0764 | 2480.0 | 2480 | 0.0758 | 0.9229 | 0.9585 | 0.9659 | 0.9396 | 0.9774 | 0.8935 | 0.9523 | -| 0.0762 | 2500.0 | 2500 | 0.0758 | 0.9227 | 0.9595 | 0.9658 | 0.9435 | 0.9755 | 0.8934 | 0.9520 | -| 0.0764 | 2520.0 | 2520 | 0.0761 | 0.9227 | 0.9596 | 0.9658 | 0.9438 | 0.9754 | 0.8934 | 0.9520 | -| 0.0792 | 2540.0 | 2540 | 0.0764 | 0.9225 | 0.9576 | 0.9658 | 0.9366 | 0.9786 | 0.8928 | 0.9522 | -| 0.0761 | 2560.0 | 2560 | 0.0758 | 0.9229 | 0.9590 | 0.9659 | 0.9412 | 0.9767 | 0.8935 | 0.9522 | -| 0.0784 | 2580.0 | 2580 | 0.0759 | 0.9230 | 0.9579 | 0.9660 | 0.9370 | 0.9787 | 0.8935 | 0.9525 | -| 0.0765 | 2600.0 | 2600 | 0.0758 | 0.9228 | 0.9577 | 0.9660 | 0.9366 | 0.9788 | 0.8933 | 0.9524 | -| 0.0782 | 2620.0 | 2620 | 0.0756 | 0.9228 | 0.9588 | 0.9659 | 0.9407 | 0.9768 | 0.8934 | 0.9522 | -| 0.0757 | 2640.0 | 2640 | 0.0757 | 0.9229 | 0.9584 | 0.9660 | 0.9391 | 0.9777 | 0.8935 | 0.9524 | -| 0.076 | 2660.0 | 2660 | 0.0755 | 0.9229 | 0.9587 | 0.9659 | 0.9404 | 0.9770 | 0.8935 | 0.9523 | -| 0.0757 | 2680.0 | 2680 | 0.0758 | 0.9228 | 0.9569 | 0.9660 | 0.9338 | 0.9801 | 0.8931 | 0.9525 | -| 0.0779 | 2700.0 | 2700 | 0.0755 | 0.9230 | 0.9589 | 0.9659 | 0.9409 | 0.9769 | 0.8936 | 0.9523 | -| 0.0759 | 2720.0 | 2720 | 0.0754 | 0.9230 | 0.9584 | 0.9660 | 0.9389 | 0.9779 | 0.8936 | 0.9524 | -| 0.076 | 2740.0 | 2740 | 0.0756 | 0.9227 | 0.9587 | 0.9658 | 0.9404 | 0.9770 | 0.8933 | 0.9522 | -| 0.0759 | 2760.0 | 2760 | 0.0755 | 0.9233 | 0.9583 | 0.9662 | 0.9381 | 0.9784 | 0.8940 | 0.9527 | -| 0.0762 | 2780.0 | 2780 | 0.0755 | 0.9229 | 0.9581 | 0.9660 | 0.9379 | 0.9783 | 0.8934 | 0.9524 | -| 0.0756 | 2800.0 | 2800 | 0.0753 | 0.9230 | 0.9590 | 0.9660 | 0.9411 | 0.9768 | 0.8937 | 0.9523 | -| 0.0762 | 2820.0 | 2820 | 0.0753 | 0.9233 | 0.9590 | 0.9661 | 0.9408 | 0.9772 | 0.8941 | 0.9525 | -| 0.0759 | 2840.0 | 2840 | 0.0752 | 0.9232 | 0.9592 | 0.9660 | 0.9419 | 0.9765 | 0.8939 | 0.9524 | -| 0.0759 | 2860.0 | 2860 | 0.0758 | 0.9229 | 0.9576 | 0.9660 | 0.9363 | 0.9789 | 0.8933 | 0.9524 | -| 0.076 | 2880.0 | 2880 | 0.0754 | 0.9229 | 0.9600 | 0.9658 | 0.9449 | 0.9750 | 0.8937 | 0.9521 | -| 0.0867 | 2900.0 | 2900 | 0.0756 | 0.9228 | 0.9577 | 0.9660 | 0.9367 | 0.9787 | 0.8933 | 0.9524 | -| 0.0754 | 2920.0 | 2920 | 0.0752 | 0.9232 | 0.9598 | 0.9660 | 0.9441 | 0.9756 | 0.8941 | 0.9523 | -| 0.0765 | 2940.0 | 2940 | 0.0753 | 0.9233 | 0.9584 | 0.9661 | 0.9385 | 0.9782 | 0.8939 | 0.9526 | -| 0.0755 | 2960.0 | 2960 | 0.0751 | 0.9232 | 0.9593 | 0.9660 | 0.9420 | 0.9765 | 0.8940 | 0.9524 | -| 0.0768 | 2980.0 | 2980 | 0.0750 | 0.9235 | 0.9590 | 0.9662 | 0.9407 | 0.9774 | 0.8943 | 0.9527 | -| 0.0755 | 3000.0 | 3000 | 0.0751 | 0.9231 | 0.9598 | 0.9660 | 0.9440 | 0.9755 | 0.8939 | 0.9523 | -| 0.0753 | 3020.0 | 3020 | 0.0750 | 0.9232 | 0.9592 | 0.9660 | 0.9418 | 0.9766 | 0.8940 | 0.9524 | -| 0.0756 | 3040.0 | 3040 | 0.0753 | 0.9233 | 0.9582 | 0.9662 | 0.9380 | 0.9785 | 0.8939 | 0.9527 | -| 0.0758 | 3060.0 | 3060 | 0.0753 | 0.9232 | 0.9584 | 0.9661 | 0.9387 | 0.9781 | 0.8938 | 0.9526 | -| 0.0753 | 3080.0 | 3080 | 0.0753 | 0.9228 | 0.9601 | 0.9658 | 0.9455 | 0.9747 | 0.8936 | 0.9520 | -| 0.0752 | 3100.0 | 3100 | 0.0749 | 0.9234 | 0.9592 | 0.9661 | 0.9416 | 0.9769 | 0.8942 | 0.9526 | -| 0.0753 | 3120.0 | 3120 | 0.0750 | 0.9229 | 0.9600 | 0.9659 | 0.9450 | 0.9750 | 0.8938 | 0.9521 | -| 0.0753 | 3140.0 | 3140 | 0.0750 | 0.9233 | 0.9597 | 0.9660 | 0.9436 | 0.9759 | 0.8942 | 0.9524 | -| 0.0753 | 3160.0 | 3160 | 0.0752 | 0.9229 | 0.9601 | 0.9658 | 0.9456 | 0.9747 | 0.8938 | 0.9521 | -| 0.0753 | 3180.0 | 3180 | 0.0749 | 0.9236 | 0.9587 | 0.9663 | 0.9393 | 0.9780 | 0.8944 | 0.9528 | -| 0.0757 | 3200.0 | 3200 | 0.0753 | 0.9232 | 0.9605 | 0.9659 | 0.9467 | 0.9744 | 0.8942 | 0.9522 | -| 0.075 | 3220.0 | 3220 | 0.0751 | 0.9230 | 0.9599 | 0.9659 | 0.9448 | 0.9751 | 0.8938 | 0.9521 | -| 0.0777 | 3240.0 | 3240 | 0.0751 | 0.9232 | 0.9595 | 0.9660 | 0.9429 | 0.9761 | 0.8941 | 0.9524 | -| 0.0756 | 3260.0 | 3260 | 0.0751 | 0.9233 | 0.9587 | 0.9661 | 0.9399 | 0.9776 | 0.8940 | 0.9526 | -| 0.0756 | 3280.0 | 3280 | 0.0749 | 0.9235 | 0.9590 | 0.9662 | 0.9405 | 0.9774 | 0.8943 | 0.9527 | -| 0.0749 | 3300.0 | 3300 | 0.0750 | 0.9236 | 0.9584 | 0.9663 | 0.9383 | 0.9785 | 0.8944 | 0.9529 | -| 0.0751 | 3320.0 | 3320 | 0.0749 | 0.9235 | 0.9586 | 0.9663 | 0.9391 | 0.9781 | 0.8943 | 0.9528 | -| 0.075 | 3340.0 | 3340 | 0.0748 | 0.9237 | 0.9587 | 0.9663 | 0.9390 | 0.9783 | 0.8945 | 0.9529 | -| 0.0752 | 3360.0 | 3360 | 0.0747 | 0.9234 | 0.9594 | 0.9661 | 0.9424 | 0.9765 | 0.8943 | 0.9525 | -| 0.0749 | 3380.0 | 3380 | 0.0747 | 0.9236 | 0.9593 | 0.9662 | 0.9417 | 0.9769 | 0.8944 | 0.9527 | -| 0.0757 | 3400.0 | 3400 | 0.0747 | 0.9235 | 0.9593 | 0.9662 | 0.9419 | 0.9768 | 0.8944 | 0.9526 | -| 0.0751 | 3420.0 | 3420 | 0.0747 | 0.9236 | 0.9587 | 0.9663 | 0.9394 | 0.9780 | 0.8944 | 0.9528 | -| 0.0773 | 3440.0 | 3440 | 0.0747 | 0.9235 | 0.9593 | 0.9662 | 0.9416 | 0.9769 | 0.8943 | 0.9526 | -| 0.0758 | 3460.0 | 3460 | 0.0749 | 0.9231 | 0.9603 | 0.9659 | 0.9461 | 0.9746 | 0.8940 | 0.9521 | -| 0.0751 | 3480.0 | 3480 | 0.0746 | 0.9235 | 0.9592 | 0.9662 | 0.9412 | 0.9772 | 0.8944 | 0.9527 | -| 0.075 | 3500.0 | 3500 | 0.0746 | 0.9236 | 0.9596 | 0.9662 | 0.9427 | 0.9765 | 0.8945 | 0.9526 | -| 0.075 | 3520.0 | 3520 | 0.0746 | 0.9235 | 0.9595 | 0.9662 | 0.9423 | 0.9766 | 0.8944 | 0.9526 | -| 0.075 | 3540.0 | 3540 | 0.0746 | 0.9238 | 0.9588 | 0.9664 | 0.9396 | 0.9781 | 0.8947 | 0.9529 | -| 0.0749 | 3560.0 | 3560 | 0.0746 | 0.9235 | 0.9592 | 0.9662 | 0.9413 | 0.9771 | 0.8944 | 0.9526 | -| 0.0753 | 3580.0 | 3580 | 0.0746 | 0.9236 | 0.9585 | 0.9663 | 0.9386 | 0.9784 | 0.8944 | 0.9529 | -| 0.0751 | 3600.0 | 3600 | 0.0747 | 0.9235 | 0.9602 | 0.9661 | 0.9451 | 0.9753 | 0.8945 | 0.9525 | -| 0.0749 | 3620.0 | 3620 | 0.0746 | 0.9235 | 0.9598 | 0.9662 | 0.9437 | 0.9760 | 0.8945 | 0.9526 | -| 0.0752 | 3640.0 | 3640 | 0.0746 | 0.9237 | 0.9590 | 0.9663 | 0.9405 | 0.9776 | 0.8946 | 0.9528 | -| 0.0749 | 3660.0 | 3660 | 0.0745 | 0.9236 | 0.9598 | 0.9662 | 0.9435 | 0.9761 | 0.8946 | 0.9526 | -| 0.0754 | 3680.0 | 3680 | 0.0745 | 0.9235 | 0.9602 | 0.9661 | 0.9450 | 0.9754 | 0.8945 | 0.9525 | -| 0.075 | 3700.0 | 3700 | 0.0744 | 0.9236 | 0.9594 | 0.9662 | 0.9419 | 0.9768 | 0.8945 | 0.9527 | -| 0.0755 | 3720.0 | 3720 | 0.0745 | 0.9237 | 0.9592 | 0.9663 | 0.9410 | 0.9774 | 0.8946 | 0.9528 | -| 0.0749 | 3740.0 | 3740 | 0.0744 | 0.9237 | 0.9599 | 0.9662 | 0.9437 | 0.9761 | 0.8947 | 0.9527 | -| 0.0749 | 3760.0 | 3760 | 0.0746 | 0.9236 | 0.9595 | 0.9662 | 0.9425 | 0.9766 | 0.8946 | 0.9527 | -| 0.0756 | 3780.0 | 3780 | 0.0747 | 0.9236 | 0.9607 | 0.9661 | 0.9471 | 0.9744 | 0.8947 | 0.9524 | -| 0.0751 | 3800.0 | 3800 | 0.0746 | 0.9237 | 0.9586 | 0.9663 | 0.9389 | 0.9783 | 0.8945 | 0.9529 | -| 0.0751 | 3820.0 | 3820 | 0.0745 | 0.9236 | 0.9603 | 0.9662 | 0.9453 | 0.9753 | 0.8947 | 0.9525 | -| 0.075 | 3840.0 | 3840 | 0.0745 | 0.9236 | 0.9602 | 0.9662 | 0.9449 | 0.9755 | 0.8946 | 0.9525 | -| 0.0746 | 3860.0 | 3860 | 0.0744 | 0.9237 | 0.9593 | 0.9663 | 0.9415 | 0.9771 | 0.8946 | 0.9528 | -| 0.0749 | 3880.0 | 3880 | 0.0744 | 0.9238 | 0.9597 | 0.9663 | 0.9428 | 0.9766 | 0.8948 | 0.9528 | -| 0.0745 | 3900.0 | 3900 | 0.0743 | 0.9237 | 0.9596 | 0.9663 | 0.9426 | 0.9766 | 0.8946 | 0.9527 | -| 0.0749 | 3920.0 | 3920 | 0.0744 | 0.9238 | 0.9587 | 0.9664 | 0.9391 | 0.9783 | 0.8947 | 0.9530 | -| 0.0751 | 3940.0 | 3940 | 0.0743 | 0.9237 | 0.9591 | 0.9663 | 0.9405 | 0.9776 | 0.8946 | 0.9528 | -| 0.0751 | 3960.0 | 3960 | 0.0743 | 0.9240 | 0.9588 | 0.9665 | 0.9392 | 0.9783 | 0.8949 | 0.9530 | -| 0.0746 | 3980.0 | 3980 | 0.0744 | 0.9236 | 0.9599 | 0.9662 | 0.9437 | 0.9760 | 0.8946 | 0.9526 | -| 0.0749 | 4000.0 | 4000 | 0.0743 | 0.9237 | 0.9591 | 0.9663 | 0.9408 | 0.9774 | 0.8946 | 0.9528 | -| 0.0746 | 4020.0 | 4020 | 0.0742 | 0.9238 | 0.9591 | 0.9664 | 0.9405 | 0.9777 | 0.8948 | 0.9529 | -| 0.0749 | 4040.0 | 4040 | 0.0745 | 0.9234 | 0.9606 | 0.9660 | 0.9466 | 0.9745 | 0.8944 | 0.9523 | -| 0.0756 | 4060.0 | 4060 | 0.0742 | 0.9238 | 0.9597 | 0.9663 | 0.9431 | 0.9764 | 0.8948 | 0.9527 | -| 0.0747 | 4080.0 | 4080 | 0.0742 | 0.9236 | 0.9598 | 0.9662 | 0.9433 | 0.9762 | 0.8946 | 0.9526 | -| 0.0745 | 4100.0 | 4100 | 0.0744 | 0.9236 | 0.9599 | 0.9662 | 0.9439 | 0.9759 | 0.8946 | 0.9526 | -| 0.0743 | 4120.0 | 4120 | 0.0744 | 0.9237 | 0.9601 | 0.9662 | 0.9445 | 0.9757 | 0.8948 | 0.9526 | -| 0.0746 | 4140.0 | 4140 | 0.0742 | 0.9239 | 0.9596 | 0.9663 | 0.9424 | 0.9768 | 0.8949 | 0.9528 | -| 0.0744 | 4160.0 | 4160 | 0.0742 | 0.9238 | 0.9601 | 0.9663 | 0.9442 | 0.9760 | 0.8949 | 0.9527 | -| 0.0748 | 4180.0 | 4180 | 0.0742 | 0.9239 | 0.9588 | 0.9664 | 0.9395 | 0.9782 | 0.8948 | 0.9530 | -| 0.0746 | 4200.0 | 4200 | 0.0742 | 0.9239 | 0.9598 | 0.9663 | 0.9430 | 0.9765 | 0.8949 | 0.9528 | -| 0.0746 | 4220.0 | 4220 | 0.0746 | 0.9233 | 0.9607 | 0.9660 | 0.9471 | 0.9743 | 0.8944 | 0.9523 | -| 0.0744 | 4240.0 | 4240 | 0.0743 | 0.9236 | 0.9598 | 0.9662 | 0.9433 | 0.9762 | 0.8946 | 0.9526 | -| 0.0749 | 4260.0 | 4260 | 0.0741 | 0.9239 | 0.9589 | 0.9664 | 0.9397 | 0.9781 | 0.8948 | 0.9530 | -| 0.0749 | 4280.0 | 4280 | 0.0742 | 0.9241 | 0.9594 | 0.9665 | 0.9415 | 0.9774 | 0.8951 | 0.9530 | -| 0.0745 | 4300.0 | 4300 | 0.0742 | 0.9239 | 0.9594 | 0.9664 | 0.9416 | 0.9772 | 0.8950 | 0.9529 | -| 0.0748 | 4320.0 | 4320 | 0.0742 | 0.9239 | 0.9597 | 0.9664 | 0.9428 | 0.9766 | 0.8950 | 0.9528 | -| 0.0745 | 4340.0 | 4340 | 0.0741 | 0.9239 | 0.9597 | 0.9664 | 0.9428 | 0.9767 | 0.8950 | 0.9528 | -| 0.0747 | 4360.0 | 4360 | 0.0742 | 0.9237 | 0.9592 | 0.9663 | 0.9410 | 0.9773 | 0.8945 | 0.9528 | -| 0.0746 | 4380.0 | 4380 | 0.0742 | 0.9239 | 0.9588 | 0.9664 | 0.9392 | 0.9783 | 0.8949 | 0.9530 | -| 0.0778 | 4400.0 | 4400 | 0.0742 | 0.9239 | 0.9595 | 0.9664 | 0.9418 | 0.9771 | 0.8950 | 0.9529 | -| 0.0747 | 4420.0 | 4420 | 0.0743 | 0.9240 | 0.9594 | 0.9664 | 0.9414 | 0.9774 | 0.8950 | 0.9530 | -| 0.0748 | 4440.0 | 4440 | 0.0741 | 0.9239 | 0.9595 | 0.9664 | 0.9418 | 0.9771 | 0.8949 | 0.9529 | -| 0.0744 | 4460.0 | 4460 | 0.0741 | 0.9240 | 0.9592 | 0.9664 | 0.9408 | 0.9776 | 0.8950 | 0.9530 | -| 0.0744 | 4480.0 | 4480 | 0.0742 | 0.9237 | 0.9593 | 0.9663 | 0.9416 | 0.9771 | 0.8947 | 0.9528 | -| 0.0746 | 4500.0 | 4500 | 0.0741 | 0.9240 | 0.9597 | 0.9664 | 0.9427 | 0.9767 | 0.8950 | 0.9529 | -| 0.0745 | 4520.0 | 4520 | 0.0741 | 0.9240 | 0.9597 | 0.9664 | 0.9426 | 0.9768 | 0.8951 | 0.9529 | -| 0.0747 | 4540.0 | 4540 | 0.0741 | 0.9240 | 0.9597 | 0.9664 | 0.9426 | 0.9768 | 0.8951 | 0.9529 | -| 0.0746 | 4560.0 | 4560 | 0.0741 | 0.9240 | 0.9590 | 0.9664 | 0.9401 | 0.9779 | 0.8949 | 0.9530 | -| 0.0746 | 4580.0 | 4580 | 0.0741 | 0.9241 | 0.9593 | 0.9665 | 0.9408 | 0.9777 | 0.8952 | 0.9531 | -| 0.0747 | 4600.0 | 4600 | 0.0741 | 0.9240 | 0.9598 | 0.9664 | 0.9431 | 0.9765 | 0.8951 | 0.9529 | -| 0.0753 | 4620.0 | 4620 | 0.0741 | 0.9240 | 0.9599 | 0.9664 | 0.9434 | 0.9765 | 0.8951 | 0.9529 | -| 0.0745 | 4640.0 | 4640 | 0.0741 | 0.9240 | 0.9594 | 0.9664 | 0.9415 | 0.9773 | 0.8951 | 0.9530 | -| 0.0746 | 4660.0 | 4660 | 0.0741 | 0.9239 | 0.9597 | 0.9664 | 0.9426 | 0.9767 | 0.8949 | 0.9528 | -| 0.0747 | 4680.0 | 4680 | 0.0740 | 0.9239 | 0.9594 | 0.9664 | 0.9417 | 0.9771 | 0.8948 | 0.9529 | -| 0.0746 | 4700.0 | 4700 | 0.0740 | 0.9240 | 0.9596 | 0.9664 | 0.9423 | 0.9770 | 0.8951 | 0.9529 | -| 0.0744 | 4720.0 | 4720 | 0.0741 | 0.9240 | 0.9588 | 0.9665 | 0.9391 | 0.9784 | 0.8949 | 0.9531 | -| 0.0772 | 4740.0 | 4740 | 0.0740 | 0.9240 | 0.9595 | 0.9664 | 0.9417 | 0.9772 | 0.8951 | 0.9530 | -| 0.0745 | 4760.0 | 4760 | 0.0742 | 0.9239 | 0.9588 | 0.9664 | 0.9392 | 0.9783 | 0.8948 | 0.9530 | -| 0.0746 | 4780.0 | 4780 | 0.0742 | 0.9237 | 0.9583 | 0.9664 | 0.9377 | 0.9789 | 0.8945 | 0.9530 | -| 0.0747 | 4800.0 | 4800 | 0.0741 | 0.9239 | 0.9589 | 0.9664 | 0.9399 | 0.9780 | 0.8948 | 0.9530 | -| 0.0744 | 4820.0 | 4820 | 0.0741 | 0.9237 | 0.9594 | 0.9663 | 0.9417 | 0.9770 | 0.8946 | 0.9528 | -| 0.0749 | 4840.0 | 4840 | 0.0740 | 0.9239 | 0.9592 | 0.9664 | 0.9408 | 0.9776 | 0.8949 | 0.9530 | -| 0.0744 | 4860.0 | 4860 | 0.0741 | 0.9239 | 0.9596 | 0.9664 | 0.9424 | 0.9768 | 0.8949 | 0.9529 | -| 0.0745 | 4880.0 | 4880 | 0.0742 | 0.9240 | 0.9599 | 0.9664 | 0.9433 | 0.9764 | 0.8951 | 0.9529 | -| 0.0757 | 4900.0 | 4900 | 0.0742 | 0.9240 | 0.9605 | 0.9664 | 0.9457 | 0.9754 | 0.8952 | 0.9528 | -| 0.0742 | 4920.0 | 4920 | 0.0740 | 0.9239 | 0.9593 | 0.9664 | 0.9410 | 0.9775 | 0.8949 | 0.9529 | -| 0.0744 | 4940.0 | 4940 | 0.0740 | 0.9240 | 0.9597 | 0.9664 | 0.9425 | 0.9768 | 0.8950 | 0.9529 | -| 0.0746 | 4960.0 | 4960 | 0.0741 | 0.9239 | 0.9589 | 0.9664 | 0.9397 | 0.9781 | 0.8949 | 0.9530 | -| 0.0746 | 4980.0 | 4980 | 0.0740 | 0.9241 | 0.9595 | 0.9665 | 0.9418 | 0.9772 | 0.8952 | 0.9530 | -| 0.0755 | 5000.0 | 5000 | 0.0741 | 0.9239 | 0.9594 | 0.9664 | 0.9417 | 0.9772 | 0.8949 | 0.9529 | +| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Accuracy Water | Accuracy Non-water | Iou Water | Iou Non-water | +|:-------------:|:-------:|:-----:|:---------------:|:--------:|:-------------:|:----------------:|:--------------:|:------------------:|:---------:|:-------------:| +| 0.2744 | 3.33 | 20 | 0.5474 | 0.7591 | 0.8996 | 0.8886 | 0.9204 | 0.8789 | 0.6602 | 0.8579 | +| 0.6419 | 6.67 | 40 | 0.4140 | 0.7124 | 0.8985 | 0.8547 | 0.9812 | 0.8158 | 0.6136 | 0.8111 | +| 0.1373 | 10.0 | 60 | 0.2129 | 0.8964 | 0.9580 | 0.9590 | 0.9561 | 0.9599 | 0.8457 | 0.9471 | +| 0.1052 | 13.33 | 80 | 0.1804 | 0.8872 | 0.9597 | 0.9545 | 0.9696 | 0.9498 | 0.8335 | 0.9410 | +| 0.2278 | 16.67 | 100 | 0.1461 | 0.9220 | 0.9639 | 0.9702 | 0.9519 | 0.9758 | 0.8825 | 0.9616 | +| 0.0835 | 20.0 | 120 | 0.1184 | 0.9289 | 0.9635 | 0.9732 | 0.9453 | 0.9818 | 0.8923 | 0.9655 | +| 0.3156 | 23.33 | 140 | 0.1160 | 0.9295 | 0.9589 | 0.9737 | 0.9309 | 0.9868 | 0.8926 | 0.9663 | +| 0.0834 | 26.67 | 160 | 0.1072 | 0.9286 | 0.9551 | 0.9735 | 0.9203 | 0.9899 | 0.8910 | 0.9662 | +| 0.0626 | 30.0 | 180 | 0.1039 | 0.9299 | 0.9551 | 0.9741 | 0.9191 | 0.9910 | 0.8929 | 0.9669 | +| 0.0658 | 33.33 | 200 | 0.0961 | 0.9235 | 0.9687 | 0.9705 | 0.9653 | 0.9722 | 0.8851 | 0.9619 | +| 0.065 | 36.67 | 220 | 0.1010 | 0.9317 | 0.9571 | 0.9747 | 0.9237 | 0.9904 | 0.8958 | 0.9677 | +| 0.0485 | 40.0 | 240 | 0.0950 | 0.9324 | 0.9555 | 0.9751 | 0.9187 | 0.9924 | 0.8966 | 0.9682 | +| 0.0563 | 43.33 | 260 | 0.0963 | 0.9226 | 0.9554 | 0.9710 | 0.9260 | 0.9848 | 0.8823 | 0.9629 | +| 0.2679 | 46.67 | 280 | 0.0929 | 0.9341 | 0.9544 | 0.9758 | 0.9140 | 0.9949 | 0.8990 | 0.9692 | +| 0.2814 | 50.0 | 300 | 0.1009 | 0.9310 | 0.9508 | 0.9748 | 0.9055 | 0.9961 | 0.8940 | 0.9679 | +| 0.0347 | 53.33 | 320 | 0.0869 | 0.9279 | 0.9564 | 0.9732 | 0.9247 | 0.9880 | 0.8901 | 0.9657 | +| 0.037 | 56.67 | 340 | 0.0838 | 0.9281 | 0.9599 | 0.9731 | 0.9352 | 0.9847 | 0.8908 | 0.9655 | +| 0.0322 | 60.0 | 360 | 0.0844 | 0.9315 | 0.9567 | 0.9746 | 0.9230 | 0.9905 | 0.8953 | 0.9676 | +| 0.042 | 63.33 | 380 | 0.0758 | 0.9303 | 0.9593 | 0.9740 | 0.9317 | 0.9870 | 0.8940 | 0.9667 | +| 0.0528 | 66.67 | 400 | 0.0872 | 0.9318 | 0.9567 | 0.9748 | 0.9226 | 0.9908 | 0.8958 | 0.9678 | +| 0.0288 | 70.0 | 420 | 0.0837 | 0.9280 | 0.9575 | 0.9731 | 0.9280 | 0.9870 | 0.8903 | 0.9656 | +| 0.2019 | 73.33 | 440 | 0.0834 | 0.9342 | 0.9570 | 0.9758 | 0.9217 | 0.9924 | 0.8994 | 0.9691 | +| 0.0386 | 76.67 | 460 | 0.0649 | 0.9377 | 0.9626 | 0.9769 | 0.9357 | 0.9896 | 0.9050 | 0.9704 | +| 0.0295 | 80.0 | 480 | 0.0703 | 0.9350 | 0.9601 | 0.9759 | 0.9301 | 0.9900 | 0.9008 | 0.9692 | +| 0.0399 | 83.33 | 500 | 0.0828 | 0.9365 | 0.9569 | 0.9767 | 0.9196 | 0.9942 | 0.9026 | 0.9703 | +| 0.025 | 86.67 | 520 | 0.0874 | 0.9343 | 0.9531 | 0.9760 | 0.9100 | 0.9963 | 0.8991 | 0.9695 | +| 0.0254 | 90.0 | 540 | 0.0669 | 0.9356 | 0.9659 | 0.9759 | 0.9472 | 0.9847 | 0.9023 | 0.9690 | +| 0.1682 | 93.33 | 560 | 0.0852 | 0.9370 | 0.9571 | 0.9769 | 0.9197 | 0.9945 | 0.9035 | 0.9705 | +| 0.0379 | 96.67 | 580 | 0.0709 | 0.9305 | 0.9588 | 0.9741 | 0.9299 | 0.9877 | 0.8942 | 0.9669 | +| 0.0346 | 100.0 | 600 | 0.0862 | 0.9291 | 0.9562 | 0.9737 | 0.9231 | 0.9893 | 0.8919 | 0.9664 | +| 0.0232 | 103.33 | 620 | 0.0750 | 0.9372 | 0.9571 | 0.9770 | 0.9195 | 0.9946 | 0.9038 | 0.9706 | +| 0.0356 | 106.67 | 640 | 0.0771 | 0.9335 | 0.9574 | 0.9755 | 0.9234 | 0.9915 | 0.8984 | 0.9686 | +| 0.0346 | 110.0 | 660 | 0.0635 | 0.9342 | 0.9618 | 0.9755 | 0.9358 | 0.9877 | 0.8998 | 0.9686 | +| 0.0365 | 113.33 | 680 | 0.0701 | 0.9344 | 0.9711 | 0.9751 | 0.9636 | 0.9786 | 0.9009 | 0.9678 | +| 0.1537 | 116.67 | 700 | 0.0762 | 0.9350 | 0.9576 | 0.9761 | 0.9226 | 0.9925 | 0.9006 | 0.9694 | +| 0.0334 | 120.0 | 720 | 0.0686 | 0.9362 | 0.9578 | 0.9765 | 0.9225 | 0.9932 | 0.9024 | 0.9700 | +| 0.3516 | 123.33 | 740 | 0.0629 | 0.9348 | 0.9603 | 0.9758 | 0.9309 | 0.9896 | 0.9005 | 0.9691 | +| 0.1583 | 126.67 | 760 | 0.0727 | 0.9355 | 0.9578 | 0.9763 | 0.9228 | 0.9927 | 0.9014 | 0.9697 | +| 0.0183 | 130.0 | 780 | 0.0652 | 0.9332 | 0.9591 | 0.9752 | 0.9287 | 0.9895 | 0.8982 | 0.9683 | +| 0.0184 | 133.33 | 800 | 0.0750 | 0.9329 | 0.9573 | 0.9752 | 0.9236 | 0.9910 | 0.8975 | 0.9683 | +| 0.0214 | 136.67 | 820 | 0.0730 | 0.9372 | 0.9560 | 0.9771 | 0.9163 | 0.9957 | 0.9037 | 0.9708 | +| 0.0212 | 140.0 | 840 | 0.0645 | 0.9358 | 0.9580 | 0.9764 | 0.9235 | 0.9926 | 0.9018 | 0.9698 | +| 0.018 | 143.33 | 860 | 0.0699 | 0.9305 | 0.9590 | 0.9741 | 0.9304 | 0.9875 | 0.8941 | 0.9669 | +| 0.0324 | 146.67 | 880 | 0.0770 | 0.9363 | 0.9577 | 0.9766 | 0.9220 | 0.9934 | 0.9026 | 0.9701 | +| 0.0337 | 150.0 | 900 | 0.0612 | 0.9386 | 0.9657 | 0.9771 | 0.9440 | 0.9873 | 0.9066 | 0.9706 | +| 0.0427 | 153.33 | 920 | 0.0546 | 0.9414 | 0.9641 | 0.9784 | 0.9371 | 0.9910 | 0.9106 | 0.9722 | +| 0.032 | 156.67 | 940 | 0.0684 | 0.9332 | 0.9583 | 0.9753 | 0.9262 | 0.9903 | 0.8980 | 0.9684 | +| 0.0413 | 160.0 | 960 | 0.0699 | 0.9346 | 0.9574 | 0.9759 | 0.9225 | 0.9923 | 0.9000 | 0.9692 | +| 0.0127 | 163.33 | 980 | 0.0706 | 0.9376 | 0.9572 | 0.9772 | 0.9195 | 0.9949 | 0.9044 | 0.9709 | +| 0.0202 | 166.67 | 1000 | 0.0768 | 0.9377 | 0.9574 | 0.9772 | 0.9202 | 0.9947 | 0.9045 | 0.9709 | +| 0.0329 | 170.0 | 1020 | 0.0663 | 0.9369 | 0.9583 | 0.9768 | 0.9233 | 0.9932 | 0.9034 | 0.9703 | +| 0.235 | 173.33 | 1040 | 0.0540 | 0.9447 | 0.9704 | 0.9794 | 0.9535 | 0.9874 | 0.9160 | 0.9735 | +| 0.016 | 176.67 | 1060 | 0.0558 | 0.9384 | 0.9617 | 0.9773 | 0.9324 | 0.9911 | 0.9060 | 0.9709 | +| 0.0112 | 180.0 | 1080 | 0.0614 | 0.9394 | 0.9665 | 0.9774 | 0.9457 | 0.9872 | 0.9079 | 0.9710 | +| 0.1565 | 183.33 | 1100 | 0.0642 | 0.9362 | 0.9620 | 0.9763 | 0.9349 | 0.9891 | 0.9028 | 0.9697 | +| 0.0154 | 186.67 | 1120 | 0.0690 | 0.9381 | 0.9578 | 0.9773 | 0.9211 | 0.9946 | 0.9051 | 0.9710 | +| 0.1415 | 190.0 | 1140 | 0.0684 | 0.9340 | 0.9579 | 0.9756 | 0.9243 | 0.9914 | 0.8992 | 0.9689 | +| 0.0505 | 193.33 | 1160 | 0.0744 | 0.9293 | 0.9575 | 0.9737 | 0.9270 | 0.9880 | 0.8922 | 0.9663 | +| 0.0101 | 196.67 | 1180 | 0.0535 | 0.9393 | 0.9610 | 0.9777 | 0.9296 | 0.9924 | 0.9073 | 0.9714 | +| 0.0126 | 200.0 | 1200 | 0.0749 | 0.9356 | 0.9576 | 0.9763 | 0.9223 | 0.9929 | 0.9015 | 0.9697 | +| 0.0194 | 203.33 | 1220 | 0.0758 | 0.9356 | 0.9568 | 0.9763 | 0.9200 | 0.9937 | 0.9013 | 0.9698 | +| 0.0155 | 206.67 | 1240 | 0.0830 | 0.9301 | 0.9570 | 0.9740 | 0.9248 | 0.9892 | 0.8934 | 0.9668 | +| 0.0195 | 210.0 | 1260 | 0.0965 | 0.9352 | 0.9574 | 0.9761 | 0.9220 | 0.9928 | 0.9008 | 0.9695 | +| 0.0399 | 213.33 | 1280 | 0.0811 | 0.9377 | 0.9572 | 0.9772 | 0.9194 | 0.9949 | 0.9045 | 0.9709 | +| 0.0191 | 216.67 | 1300 | 0.0678 | 0.9324 | 0.9588 | 0.9749 | 0.9283 | 0.9892 | 0.8969 | 0.9679 | +| 0.0303 | 220.0 | 1320 | 0.0826 | 0.9323 | 0.9569 | 0.9750 | 0.9227 | 0.9910 | 0.8965 | 0.9680 | +| 0.0085 | 223.33 | 1340 | 0.0606 | 0.9370 | 0.9635 | 0.9766 | 0.9388 | 0.9882 | 0.9040 | 0.9699 | +| 0.0095 | 226.67 | 1360 | 0.0643 | 0.9347 | 0.9588 | 0.9759 | 0.9266 | 0.9910 | 0.9003 | 0.9692 | +| 0.0141 | 230.0 | 1380 | 0.0717 | 0.9345 | 0.9575 | 0.9759 | 0.9228 | 0.9922 | 0.8999 | 0.9692 | +| 0.0083 | 233.33 | 1400 | 0.0608 | 0.9362 | 0.9593 | 0.9765 | 0.9268 | 0.9917 | 0.9025 | 0.9699 | +| 0.0082 | 236.67 | 1420 | 0.0721 | 0.9359 | 0.9577 | 0.9764 | 0.9225 | 0.9930 | 0.9019 | 0.9699 | +| 0.0338 | 240.0 | 1440 | 0.0747 | 0.9365 | 0.9575 | 0.9767 | 0.9213 | 0.9937 | 0.9028 | 0.9702 | +| 0.0145 | 243.33 | 1460 | 0.0709 | 0.9340 | 0.9574 | 0.9756 | 0.9231 | 0.9918 | 0.8991 | 0.9689 | +| 0.0186 | 246.67 | 1480 | 0.0615 | 0.9367 | 0.9592 | 0.9766 | 0.9262 | 0.9922 | 0.9032 | 0.9701 | +| 0.0375 | 250.0 | 1500 | 0.0697 | 0.9352 | 0.9581 | 0.9761 | 0.9240 | 0.9921 | 0.9010 | 0.9695 | +| 0.1679 | 253.33 | 1520 | 0.0797 | 0.9349 | 0.9579 | 0.9760 | 0.9238 | 0.9921 | 0.9005 | 0.9694 | +| 0.0142 | 256.67 | 1540 | 0.0671 | 0.9323 | 0.9580 | 0.9749 | 0.9260 | 0.9900 | 0.8967 | 0.9679 | +| 0.0296 | 260.0 | 1560 | 0.0681 | 0.9329 | 0.9585 | 0.9751 | 0.9270 | 0.9899 | 0.8976 | 0.9682 | +| 0.029 | 263.33 | 1580 | 0.0726 | 0.9354 | 0.9581 | 0.9762 | 0.9240 | 0.9922 | 0.9012 | 0.9696 | +| 0.1336 | 266.67 | 1600 | 0.0692 | 0.9365 | 0.9579 | 0.9766 | 0.9224 | 0.9933 | 0.9028 | 0.9702 | +| 0.0327 | 270.0 | 1620 | 0.0724 | 0.9359 | 0.9571 | 0.9764 | 0.9207 | 0.9936 | 0.9018 | 0.9699 | +| 0.0074 | 273.33 | 1640 | 0.0951 | 0.9335 | 0.9511 | 0.9758 | 0.9045 | 0.9977 | 0.8978 | 0.9693 | +| 0.1754 | 276.67 | 1660 | 0.0728 | 0.9373 | 0.9584 | 0.9769 | 0.9235 | 0.9934 | 0.9040 | 0.9705 | +| 0.0137 | 280.0 | 1680 | 0.0573 | 0.9395 | 0.9607 | 0.9778 | 0.9285 | 0.9929 | 0.9075 | 0.9715 | +| 0.0132 | 283.33 | 1700 | 0.0724 | 0.9326 | 0.9576 | 0.9750 | 0.9246 | 0.9905 | 0.8970 | 0.9681 | +| 0.0133 | 286.67 | 1720 | 0.0847 | 0.9362 | 0.9582 | 0.9765 | 0.9236 | 0.9928 | 0.9024 | 0.9700 | +| 0.0065 | 290.0 | 1740 | 0.0688 | 0.9324 | 0.9589 | 0.9749 | 0.9288 | 0.9891 | 0.8969 | 0.9679 | +| 0.1475 | 293.33 | 1760 | 0.0751 | 0.9386 | 0.9582 | 0.9775 | 0.9217 | 0.9946 | 0.9059 | 0.9712 | +| 0.0143 | 296.67 | 1780 | 0.0785 | 0.9378 | 0.9572 | 0.9772 | 0.9194 | 0.9950 | 0.9047 | 0.9709 | +| 0.006 | 300.0 | 1800 | 0.0714 | 0.9369 | 0.9584 | 0.9768 | 0.9236 | 0.9932 | 0.9035 | 0.9704 | +| 0.0183 | 303.33 | 1820 | 0.0900 | 0.9376 | 0.9585 | 0.9771 | 0.9234 | 0.9935 | 0.9044 | 0.9707 | +| 0.0185 | 306.67 | 1840 | 0.0756 | 0.9368 | 0.9583 | 0.9767 | 0.9235 | 0.9931 | 0.9032 | 0.9703 | +| 0.0127 | 310.0 | 1860 | 0.0741 | 0.9320 | 0.9577 | 0.9748 | 0.9256 | 0.9899 | 0.8962 | 0.9678 | +| 0.0308 | 313.33 | 1880 | 0.0675 | 0.9328 | 0.9582 | 0.9751 | 0.9264 | 0.9901 | 0.8974 | 0.9682 | +| 0.0303 | 316.67 | 1900 | 0.0584 | 0.9384 | 0.9602 | 0.9773 | 0.9279 | 0.9925 | 0.9058 | 0.9710 | +| 0.1517 | 320.0 | 1920 | 0.0687 | 0.9371 | 0.9587 | 0.9769 | 0.9244 | 0.9930 | 0.9038 | 0.9704 | +| 0.02 | 323.33 | 1940 | 0.0737 | 0.9311 | 0.9577 | 0.9744 | 0.9263 | 0.9892 | 0.8949 | 0.9673 | +| 0.1405 | 326.67 | 1960 | 0.0750 | 0.9389 | 0.9580 | 0.9776 | 0.9211 | 0.9950 | 0.9063 | 0.9714 | +| 0.0133 | 330.0 | 1980 | 0.0624 | 0.9382 | 0.9589 | 0.9773 | 0.9242 | 0.9936 | 0.9054 | 0.9710 | +| 0.0352 | 333.33 | 2000 | 0.0719 | 0.9375 | 0.9581 | 0.9770 | 0.9224 | 0.9938 | 0.9042 | 0.9707 | +| 0.0053 | 336.67 | 2020 | 0.0660 | 0.9369 | 0.9587 | 0.9768 | 0.9246 | 0.9928 | 0.9034 | 0.9703 | +| 0.0374 | 340.0 | 2040 | 0.0806 | 0.9378 | 0.9581 | 0.9772 | 0.9220 | 0.9941 | 0.9047 | 0.9708 | +| 0.0188 | 343.33 | 2060 | 0.0694 | 0.9327 | 0.9581 | 0.9751 | 0.9262 | 0.9901 | 0.8973 | 0.9681 | +| 0.0129 | 346.67 | 2080 | 0.0538 | 0.9426 | 0.9662 | 0.9787 | 0.9426 | 0.9898 | 0.9125 | 0.9727 | +| 0.0195 | 350.0 | 2100 | 0.0743 | 0.9328 | 0.9576 | 0.9751 | 0.9245 | 0.9907 | 0.8973 | 0.9682 | +| 0.0179 | 353.33 | 2120 | 0.0583 | 0.9372 | 0.9595 | 0.9769 | 0.9267 | 0.9923 | 0.9040 | 0.9704 | +| 0.1339 | 356.67 | 2140 | 0.0612 | 0.9385 | 0.9589 | 0.9774 | 0.9239 | 0.9939 | 0.9059 | 0.9712 | +| 0.006 | 360.0 | 2160 | 0.0900 | 0.9377 | 0.9576 | 0.9772 | 0.9207 | 0.9945 | 0.9045 | 0.9708 | +| 0.0124 | 363.33 | 2180 | 0.0660 | 0.9372 | 0.9588 | 0.9769 | 0.9247 | 0.9929 | 0.9040 | 0.9705 | +| 0.144 | 366.67 | 2200 | 0.0671 | 0.9307 | 0.9583 | 0.9742 | 0.9282 | 0.9884 | 0.8943 | 0.9670 | +| 0.0358 | 370.0 | 2220 | 0.0739 | 0.9335 | 0.9579 | 0.9754 | 0.9247 | 0.9910 | 0.8985 | 0.9686 | +| 0.0046 | 373.33 | 2240 | 0.0692 | 0.9336 | 0.9581 | 0.9754 | 0.9253 | 0.9909 | 0.8986 | 0.9686 | +| 0.0283 | 376.67 | 2260 | 0.0680 | 0.9329 | 0.9578 | 0.9752 | 0.9252 | 0.9905 | 0.8975 | 0.9683 | +| 0.1312 | 380.0 | 2280 | 0.0742 | 0.9353 | 0.9581 | 0.9761 | 0.9241 | 0.9922 | 0.9010 | 0.9695 | +| 0.13 | 383.33 | 2300 | 0.0700 | 0.9327 | 0.9581 | 0.9751 | 0.9261 | 0.9901 | 0.8973 | 0.9681 | +| 0.0119 | 386.67 | 2320 | 0.0875 | 0.9370 | 0.9580 | 0.9768 | 0.9223 | 0.9936 | 0.9035 | 0.9704 | +| 0.127 | 390.0 | 2340 | 0.0742 | 0.9357 | 0.9579 | 0.9763 | 0.9230 | 0.9927 | 0.9016 | 0.9698 | +| 0.012 | 393.33 | 2360 | 0.0816 | 0.9368 | 0.9584 | 0.9767 | 0.9237 | 0.9930 | 0.9032 | 0.9703 | +| 0.1322 | 396.67 | 2380 | 0.0717 | 0.9333 | 0.9582 | 0.9753 | 0.9257 | 0.9906 | 0.8982 | 0.9685 | +| 0.0178 | 400.0 | 2400 | 0.0738 | 0.9358 | 0.9585 | 0.9763 | 0.9250 | 0.9921 | 0.9018 | 0.9697 | +| 0.0342 | 403.33 | 2420 | 0.0677 | 0.9353 | 0.9586 | 0.9761 | 0.9255 | 0.9917 | 0.9011 | 0.9695 | +| 0.0042 | 406.67 | 2440 | 0.0793 | 0.9315 | 0.9574 | 0.9746 | 0.9249 | 0.9899 | 0.8954 | 0.9675 | +| 0.018 | 410.0 | 2460 | 0.0748 | 0.9356 | 0.9574 | 0.9763 | 0.9217 | 0.9931 | 0.9014 | 0.9697 | +| 0.0041 | 413.33 | 2480 | 0.0717 | 0.9353 | 0.9581 | 0.9761 | 0.9241 | 0.9921 | 0.9010 | 0.9695 | +| 0.004 | 416.67 | 2500 | 0.0726 | 0.9348 | 0.9579 | 0.9759 | 0.9237 | 0.9920 | 0.9003 | 0.9693 | +| 0.0284 | 420.0 | 2520 | 0.0696 | 0.9359 | 0.9582 | 0.9764 | 0.9238 | 0.9926 | 0.9020 | 0.9699 | +| 0.0121 | 423.33 | 2540 | 0.0669 | 0.9335 | 0.9583 | 0.9754 | 0.9260 | 0.9906 | 0.8984 | 0.9685 | +| 0.0117 | 426.67 | 2560 | 0.0693 | 0.9319 | 0.9580 | 0.9747 | 0.9265 | 0.9895 | 0.8960 | 0.9677 | +| 0.0171 | 430.0 | 2580 | 0.0711 | 0.9343 | 0.9580 | 0.9757 | 0.9245 | 0.9915 | 0.8996 | 0.9690 | +| 0.1286 | 433.33 | 2600 | 0.0714 | 0.9350 | 0.9586 | 0.9760 | 0.9257 | 0.9914 | 0.9006 | 0.9693 | +| 0.0116 | 436.67 | 2620 | 0.0693 | 0.9329 | 0.9581 | 0.9752 | 0.9259 | 0.9903 | 0.8976 | 0.9682 | +| 0.0271 | 440.0 | 2640 | 0.0735 | 0.9348 | 0.9580 | 0.9760 | 0.9243 | 0.9918 | 0.9004 | 0.9693 | +| 0.0333 | 443.33 | 2660 | 0.0766 | 0.9360 | 0.9581 | 0.9764 | 0.9234 | 0.9927 | 0.9020 | 0.9699 | +| 0.1291 | 446.67 | 2680 | 0.0665 | 0.9344 | 0.9584 | 0.9757 | 0.9256 | 0.9912 | 0.8997 | 0.9690 | +| 0.0036 | 450.0 | 2700 | 0.0788 | 0.9350 | 0.9580 | 0.9760 | 0.9240 | 0.9920 | 0.9006 | 0.9693 | +| 0.0036 | 453.33 | 2720 | 0.0958 | 0.9342 | 0.9573 | 0.9757 | 0.9225 | 0.9921 | 0.8993 | 0.9690 | +| 0.0172 | 456.67 | 2740 | 0.0776 | 0.9383 | 0.9586 | 0.9774 | 0.9230 | 0.9941 | 0.9055 | 0.9711 | +| 0.0122 | 460.0 | 2760 | 0.0733 | 0.9353 | 0.9580 | 0.9762 | 0.9237 | 0.9923 | 0.9011 | 0.9695 | +| 0.0285 | 463.33 | 2780 | 0.0881 | 0.9341 | 0.9577 | 0.9757 | 0.9237 | 0.9916 | 0.8992 | 0.9689 | +| 0.0171 | 466.67 | 2800 | 0.0732 | 0.9307 | 0.9577 | 0.9743 | 0.9264 | 0.9890 | 0.8944 | 0.9671 | +| 0.0279 | 470.0 | 2820 | 0.0701 | 0.9330 | 0.9583 | 0.9752 | 0.9264 | 0.9902 | 0.8978 | 0.9683 | +| 0.1256 | 473.33 | 2840 | 0.0762 | 0.9342 | 0.9581 | 0.9757 | 0.9248 | 0.9913 | 0.8994 | 0.9689 | +| 0.0335 | 476.67 | 2860 | 0.0693 | 0.9360 | 0.9577 | 0.9765 | 0.9223 | 0.9931 | 0.9021 | 0.9700 | +| 0.0113 | 480.0 | 2880 | 0.0702 | 0.9352 | 0.9583 | 0.9761 | 0.9247 | 0.9919 | 0.9009 | 0.9694 | +| 0.0133 | 483.33 | 2900 | 0.0767 | 0.9352 | 0.9581 | 0.9761 | 0.9243 | 0.9920 | 0.9009 | 0.9694 | +| 0.0335 | 486.67 | 2920 | 0.0686 | 0.9354 | 0.9585 | 0.9762 | 0.9251 | 0.9919 | 0.9013 | 0.9696 | +| 0.0035 | 490.0 | 2940 | 0.0709 | 0.9355 | 0.9582 | 0.9762 | 0.9241 | 0.9923 | 0.9014 | 0.9696 | +| 0.0167 | 493.33 | 2960 | 0.0741 | 0.9351 | 0.9580 | 0.9761 | 0.9239 | 0.9921 | 0.9007 | 0.9694 | +| 0.0166 | 496.67 | 2980 | 0.0750 | 0.9361 | 0.9583 | 0.9765 | 0.9241 | 0.9926 | 0.9022 | 0.9699 | +| 0.0277 | 500.0 | 3000 | 0.0726 | 0.9369 | 0.9585 | 0.9768 | 0.9238 | 0.9931 | 0.9035 | 0.9704 | +| 0.0169 | 503.33 | 3020 | 0.0779 | 0.9377 | 0.9576 | 0.9771 | 0.9206 | 0.9945 | 0.9045 | 0.9708 | +| 0.0038 | 506.67 | 3040 | 0.0681 | 0.9348 | 0.9587 | 0.9759 | 0.9262 | 0.9912 | 0.9004 | 0.9692 | +| 0.0166 | 510.0 | 3060 | 0.0754 | 0.9355 | 0.9583 | 0.9762 | 0.9245 | 0.9921 | 0.9014 | 0.9696 | +| 0.0268 | 513.33 | 3080 | 0.0677 | 0.9358 | 0.9588 | 0.9763 | 0.9256 | 0.9919 | 0.9019 | 0.9698 | +| 0.0032 | 516.67 | 3100 | 0.0720 | 0.9360 | 0.9583 | 0.9764 | 0.9240 | 0.9925 | 0.9021 | 0.9699 | +| 0.1239 | 520.0 | 3120 | 0.0697 | 0.9356 | 0.9586 | 0.9763 | 0.9252 | 0.9920 | 0.9016 | 0.9697 | +| 0.0269 | 523.33 | 3140 | 0.0747 | 0.9352 | 0.9584 | 0.9761 | 0.9250 | 0.9918 | 0.9010 | 0.9695 | +| 0.0129 | 526.67 | 3160 | 0.0895 | 0.9354 | 0.9577 | 0.9762 | 0.9227 | 0.9927 | 0.9012 | 0.9696 | +| 0.1726 | 530.0 | 3180 | 0.0636 | 0.9339 | 0.9587 | 0.9755 | 0.9268 | 0.9905 | 0.8991 | 0.9687 | +| 0.0332 | 533.33 | 3200 | 0.0998 | 0.9370 | 0.9577 | 0.9769 | 0.9215 | 0.9939 | 0.9035 | 0.9705 | +| 0.0115 | 536.67 | 3220 | 0.0778 | 0.9361 | 0.9585 | 0.9765 | 0.9246 | 0.9924 | 0.9023 | 0.9699 | +| 0.0167 | 540.0 | 3240 | 0.0767 | 0.9360 | 0.9582 | 0.9764 | 0.9238 | 0.9926 | 0.9021 | 0.9699 | +| 0.0109 | 543.33 | 3260 | 0.0725 | 0.9361 | 0.9584 | 0.9764 | 0.9243 | 0.9925 | 0.9022 | 0.9699 | +| 0.0264 | 546.67 | 3280 | 0.0687 | 0.9351 | 0.9584 | 0.9761 | 0.9251 | 0.9917 | 0.9008 | 0.9694 | +| 0.1259 | 550.0 | 3300 | 0.0751 | 0.9343 | 0.9582 | 0.9757 | 0.9250 | 0.9914 | 0.8997 | 0.9690 | +| 0.0111 | 553.33 | 3320 | 0.0714 | 0.9348 | 0.9583 | 0.9759 | 0.9250 | 0.9916 | 0.9003 | 0.9692 | +| 0.1257 | 556.67 | 3340 | 0.0656 | 0.9356 | 0.9588 | 0.9762 | 0.9259 | 0.9917 | 0.9015 | 0.9696 | +| 0.0163 | 560.0 | 3360 | 0.0724 | 0.9353 | 0.9583 | 0.9761 | 0.9246 | 0.9920 | 0.9011 | 0.9695 | +| 0.0111 | 563.33 | 3380 | 0.0787 | 0.9327 | 0.9578 | 0.9751 | 0.9250 | 0.9905 | 0.8973 | 0.9682 | +| 0.011 | 566.67 | 3400 | 0.0679 | 0.9336 | 0.9582 | 0.9754 | 0.9256 | 0.9908 | 0.8986 | 0.9686 | +| 0.1369 | 570.0 | 3420 | 0.0859 | 0.9331 | 0.9579 | 0.9753 | 0.9250 | 0.9907 | 0.8979 | 0.9684 | +| 0.0325 | 573.33 | 3440 | 0.0907 | 0.9361 | 0.9573 | 0.9765 | 0.9208 | 0.9937 | 0.9022 | 0.9701 | +| 0.132 | 576.67 | 3460 | 0.0849 | 0.9330 | 0.9579 | 0.9752 | 0.9252 | 0.9906 | 0.8977 | 0.9683 | +| 0.0111 | 580.0 | 3480 | 0.0908 | 0.9341 | 0.9581 | 0.9756 | 0.9249 | 0.9913 | 0.8993 | 0.9689 | +| 0.0109 | 583.33 | 3500 | 0.0809 | 0.9349 | 0.9584 | 0.9760 | 0.9253 | 0.9915 | 0.9005 | 0.9693 | +| 0.0264 | 586.67 | 3520 | 0.0821 | 0.9360 | 0.9584 | 0.9764 | 0.9243 | 0.9924 | 0.9021 | 0.9699 | +| 0.0163 | 590.0 | 3540 | 0.0690 | 0.9351 | 0.9584 | 0.9761 | 0.9249 | 0.9918 | 0.9008 | 0.9694 | +| 0.0028 | 593.33 | 3560 | 0.0742 | 0.9346 | 0.9581 | 0.9758 | 0.9246 | 0.9916 | 0.9000 | 0.9691 | +| 0.0274 | 596.67 | 3580 | 0.0717 | 0.9347 | 0.9582 | 0.9759 | 0.9247 | 0.9916 | 0.9002 | 0.9692 | +| 0.0266 | 600.0 | 3600 | 0.0873 | 0.9345 | 0.9578 | 0.9758 | 0.9237 | 0.9919 | 0.8999 | 0.9691 | +| 0.0164 | 603.33 | 3620 | 0.0735 | 0.9348 | 0.9584 | 0.9759 | 0.9254 | 0.9915 | 0.9004 | 0.9692 | +| 0.0162 | 606.67 | 3640 | 0.0757 | 0.9347 | 0.9583 | 0.9759 | 0.9250 | 0.9915 | 0.9001 | 0.9692 | +| 0.0109 | 610.0 | 3660 | 0.0853 | 0.9334 | 0.9580 | 0.9754 | 0.9252 | 0.9908 | 0.8983 | 0.9685 | +| 0.0109 | 613.33 | 3680 | 0.0741 | 0.9354 | 0.9583 | 0.9762 | 0.9244 | 0.9921 | 0.9013 | 0.9696 | +| 0.0027 | 616.67 | 3700 | 0.0751 | 0.9355 | 0.9583 | 0.9762 | 0.9244 | 0.9921 | 0.9014 | 0.9696 | +| 0.0266 | 620.0 | 3720 | 0.0728 | 0.9341 | 0.9580 | 0.9757 | 0.9247 | 0.9913 | 0.8993 | 0.9689 | +| 0.124 | 623.33 | 3740 | 0.0727 | 0.9323 | 0.9582 | 0.9749 | 0.9268 | 0.9897 | 0.8967 | 0.9679 | +| 0.0026 | 626.67 | 3760 | 0.0912 | 0.9366 | 0.9586 | 0.9766 | 0.9246 | 0.9927 | 0.9030 | 0.9702 | +| 0.0177 | 630.0 | 3780 | 0.0825 | 0.9366 | 0.9581 | 0.9767 | 0.9230 | 0.9932 | 0.9030 | 0.9702 | +| 0.0262 | 633.33 | 3800 | 0.0758 | 0.9368 | 0.9583 | 0.9767 | 0.9236 | 0.9931 | 0.9032 | 0.9703 | +| 0.0106 | 636.67 | 3820 | 0.0851 | 0.9339 | 0.9580 | 0.9756 | 0.9249 | 0.9912 | 0.8991 | 0.9688 | +| 0.1289 | 640.0 | 3840 | 0.0711 | 0.9349 | 0.9588 | 0.9760 | 0.9265 | 0.9912 | 0.9006 | 0.9693 | +| 0.0326 | 643.33 | 3860 | 0.0808 | 0.9343 | 0.9581 | 0.9757 | 0.9247 | 0.9914 | 0.8996 | 0.9690 | +| 0.016 | 646.67 | 3880 | 0.0709 | 0.9334 | 0.9583 | 0.9754 | 0.9261 | 0.9905 | 0.8983 | 0.9685 | +| 0.0106 | 650.0 | 3900 | 0.0812 | 0.9332 | 0.9578 | 0.9753 | 0.9247 | 0.9909 | 0.8979 | 0.9684 | +| 0.0104 | 653.33 | 3920 | 0.0794 | 0.9338 | 0.9579 | 0.9755 | 0.9247 | 0.9912 | 0.8989 | 0.9687 | +| 0.0326 | 656.67 | 3940 | 0.0746 | 0.9349 | 0.9582 | 0.9760 | 0.9247 | 0.9917 | 0.9005 | 0.9693 | +| 0.0322 | 660.0 | 3960 | 0.0788 | 0.9345 | 0.9581 | 0.9758 | 0.9247 | 0.9916 | 0.9000 | 0.9691 | +| 0.0318 | 663.33 | 3980 | 0.0815 | 0.9356 | 0.9581 | 0.9763 | 0.9238 | 0.9924 | 0.9015 | 0.9697 | +| 0.0157 | 666.67 | 4000 | 0.0759 | 0.9356 | 0.9582 | 0.9763 | 0.9242 | 0.9923 | 0.9015 | 0.9697 | +| 0.0024 | 670.0 | 4020 | 0.0748 | 0.9352 | 0.9583 | 0.9761 | 0.9248 | 0.9919 | 0.9010 | 0.9695 | +| 0.0315 | 673.33 | 4040 | 0.0850 | 0.9351 | 0.9582 | 0.9760 | 0.9246 | 0.9919 | 0.9007 | 0.9694 | +| 0.0324 | 676.67 | 4060 | 0.0820 | 0.9351 | 0.9580 | 0.9761 | 0.9239 | 0.9921 | 0.9007 | 0.9694 | +| 0.0258 | 680.0 | 4080 | 0.0711 | 0.9359 | 0.9585 | 0.9764 | 0.9247 | 0.9923 | 0.9020 | 0.9698 | +| 0.0315 | 683.33 | 4100 | 0.0876 | 0.9352 | 0.9579 | 0.9761 | 0.9235 | 0.9923 | 0.9009 | 0.9695 | +| 0.026 | 686.67 | 4120 | 0.0752 | 0.9355 | 0.9583 | 0.9762 | 0.9246 | 0.9921 | 0.9013 | 0.9696 | +| 0.0258 | 690.0 | 4140 | 0.0715 | 0.9353 | 0.9584 | 0.9761 | 0.9250 | 0.9919 | 0.9011 | 0.9695 | +| 0.0258 | 693.33 | 4160 | 0.0794 | 0.9363 | 0.9584 | 0.9765 | 0.9243 | 0.9926 | 0.9025 | 0.9700 | +| 0.1233 | 696.67 | 4180 | 0.0707 | 0.9358 | 0.9586 | 0.9763 | 0.9251 | 0.9921 | 0.9019 | 0.9698 | +| 0.0116 | 700.0 | 4200 | 0.0984 | 0.9335 | 0.9580 | 0.9754 | 0.9251 | 0.9908 | 0.8984 | 0.9686 | +| 0.013 | 703.33 | 4220 | 0.0754 | 0.9373 | 0.9586 | 0.9769 | 0.9239 | 0.9933 | 0.9041 | 0.9706 | +| 0.0024 | 706.67 | 4240 | 0.0810 | 0.9344 | 0.9584 | 0.9758 | 0.9255 | 0.9912 | 0.8998 | 0.9690 | +| 0.0315 | 710.0 | 4260 | 0.0745 | 0.9351 | 0.9584 | 0.9761 | 0.9252 | 0.9917 | 0.9008 | 0.9694 | +| 0.1223 | 713.33 | 4280 | 0.0743 | 0.9343 | 0.9583 | 0.9757 | 0.9252 | 0.9913 | 0.8997 | 0.9690 | +| 0.0315 | 716.67 | 4300 | 0.0954 | 0.9353 | 0.9579 | 0.9762 | 0.9234 | 0.9924 | 0.9011 | 0.9696 | +| 0.1263 | 720.0 | 4320 | 0.0793 | 0.9365 | 0.9586 | 0.9766 | 0.9246 | 0.9926 | 0.9029 | 0.9701 | +| 0.0155 | 723.33 | 4340 | 0.0923 | 0.9348 | 0.9584 | 0.9759 | 0.9252 | 0.9915 | 0.9004 | 0.9693 | +| 0.0256 | 726.67 | 4360 | 0.0794 | 0.9368 | 0.9586 | 0.9768 | 0.9243 | 0.9929 | 0.9034 | 0.9703 | +| 0.0316 | 730.0 | 4380 | 0.0853 | 0.9379 | 0.9584 | 0.9772 | 0.9229 | 0.9939 | 0.9049 | 0.9709 | +| 0.0155 | 733.33 | 4400 | 0.0688 | 0.9363 | 0.9592 | 0.9765 | 0.9264 | 0.9919 | 0.9026 | 0.9700 | +| 0.1215 | 736.67 | 4420 | 0.0720 | 0.9376 | 0.9586 | 0.9771 | 0.9239 | 0.9934 | 0.9045 | 0.9707 | +| 0.0105 | 740.0 | 4440 | 0.0838 | 0.9362 | 0.9587 | 0.9765 | 0.9251 | 0.9923 | 0.9024 | 0.9700 | +| 0.0326 | 743.33 | 4460 | 0.0901 | 0.9381 | 0.9585 | 0.9773 | 0.9230 | 0.9939 | 0.9052 | 0.9710 | +| 0.1212 | 746.67 | 4480 | 0.0755 | 0.9367 | 0.9586 | 0.9767 | 0.9245 | 0.9927 | 0.9031 | 0.9702 | +| 0.0313 | 750.0 | 4500 | 0.0770 | 0.9358 | 0.9585 | 0.9763 | 0.9248 | 0.9922 | 0.9018 | 0.9698 | +| 0.0311 | 753.33 | 4520 | 0.0747 | 0.9370 | 0.9585 | 0.9768 | 0.9239 | 0.9931 | 0.9036 | 0.9704 | +| 0.0255 | 756.67 | 4540 | 0.0728 | 0.9378 | 0.9586 | 0.9771 | 0.9236 | 0.9936 | 0.9047 | 0.9708 | +| 0.031 | 760.0 | 4560 | 0.0722 | 0.9354 | 0.9583 | 0.9762 | 0.9247 | 0.9920 | 0.9013 | 0.9696 | +| 0.0022 | 763.33 | 4580 | 0.0692 | 0.9348 | 0.9587 | 0.9759 | 0.9261 | 0.9912 | 0.9004 | 0.9692 | +| 0.031 | 766.67 | 4600 | 0.0740 | 0.9363 | 0.9584 | 0.9765 | 0.9242 | 0.9926 | 0.9025 | 0.9700 | +| 0.0151 | 770.0 | 4620 | 0.0738 | 0.9362 | 0.9585 | 0.9765 | 0.9244 | 0.9925 | 0.9024 | 0.9700 | +| 0.015 | 773.33 | 4640 | 0.0719 | 0.9358 | 0.9585 | 0.9763 | 0.9249 | 0.9921 | 0.9018 | 0.9697 | +| 0.0153 | 776.67 | 4660 | 0.0767 | 0.9339 | 0.9579 | 0.9756 | 0.9245 | 0.9913 | 0.8990 | 0.9688 | +| 0.1215 | 780.0 | 4680 | 0.0732 | 0.9353 | 0.9583 | 0.9761 | 0.9246 | 0.9920 | 0.9011 | 0.9695 | +| 0.0022 | 783.33 | 4700 | 0.0724 | 0.9359 | 0.9583 | 0.9764 | 0.9243 | 0.9924 | 0.9019 | 0.9698 | +| 0.0022 | 786.67 | 4720 | 0.0698 | 0.9360 | 0.9587 | 0.9764 | 0.9253 | 0.9921 | 0.9021 | 0.9698 | +| 0.0022 | 790.0 | 4740 | 0.0736 | 0.9356 | 0.9583 | 0.9763 | 0.9243 | 0.9922 | 0.9015 | 0.9697 | +| 0.0322 | 793.33 | 4760 | 0.0697 | 0.9376 | 0.9583 | 0.9771 | 0.9230 | 0.9937 | 0.9044 | 0.9707 | +| 0.0132 | 796.67 | 4780 | 0.0748 | 0.9355 | 0.9582 | 0.9762 | 0.9241 | 0.9922 | 0.9014 | 0.9696 | +| 0.0024 | 800.0 | 4800 | 0.0671 | 0.9360 | 0.9588 | 0.9764 | 0.9256 | 0.9920 | 0.9022 | 0.9698 | +| 0.0106 | 803.33 | 4820 | 0.0735 | 0.9361 | 0.9584 | 0.9765 | 0.9244 | 0.9925 | 0.9023 | 0.9699 | +| 0.015 | 806.67 | 4840 | 0.0673 | 0.9333 | 0.9589 | 0.9753 | 0.9280 | 0.9898 | 0.8982 | 0.9684 | +| 0.1232 | 810.0 | 4860 | 0.0811 | 0.9312 | 0.9579 | 0.9744 | 0.9267 | 0.9891 | 0.8950 | 0.9673 | +| 0.0262 | 813.33 | 4880 | 0.0716 | 0.9365 | 0.9588 | 0.9766 | 0.9252 | 0.9924 | 0.9028 | 0.9701 | +| 0.0254 | 816.67 | 4900 | 0.0743 | 0.9364 | 0.9585 | 0.9766 | 0.9242 | 0.9927 | 0.9027 | 0.9701 | +| 0.1216 | 820.0 | 4920 | 0.0689 | 0.9360 | 0.9590 | 0.9764 | 0.9261 | 0.9918 | 0.9021 | 0.9698 | +| 0.0105 | 823.33 | 4940 | 0.0798 | 0.9358 | 0.9583 | 0.9763 | 0.9244 | 0.9923 | 0.9018 | 0.9698 | +| 0.0251 | 826.67 | 4960 | 0.0713 | 0.9367 | 0.9588 | 0.9767 | 0.9249 | 0.9926 | 0.9032 | 0.9702 | +| 0.0021 | 830.0 | 4980 | 0.0701 | 0.9365 | 0.9590 | 0.9766 | 0.9257 | 0.9922 | 0.9029 | 0.9701 | +| 0.0021 | 833.33 | 5000 | 0.0723 | 0.9350 | 0.9587 | 0.9760 | 0.9261 | 0.9914 | 0.9007 | 0.9693 | +| 0.0148 | 836.67 | 5020 | 0.0720 | 0.9363 | 0.9588 | 0.9765 | 0.9255 | 0.9922 | 0.9025 | 0.9700 | +| 0.002 | 840.0 | 5040 | 0.0728 | 0.9361 | 0.9587 | 0.9764 | 0.9253 | 0.9922 | 0.9023 | 0.9699 | +| 0.0021 | 843.33 | 5060 | 0.0745 | 0.9360 | 0.9587 | 0.9764 | 0.9254 | 0.9921 | 0.9021 | 0.9698 | +| 0.0169 | 846.67 | 5080 | 0.0810 | 0.9365 | 0.9589 | 0.9766 | 0.9254 | 0.9923 | 0.9028 | 0.9701 | +| 0.0148 | 850.0 | 5100 | 0.0766 | 0.9353 | 0.9587 | 0.9761 | 0.9259 | 0.9916 | 0.9012 | 0.9695 | +| 0.0147 | 853.33 | 5120 | 0.0806 | 0.9368 | 0.9586 | 0.9767 | 0.9243 | 0.9928 | 0.9033 | 0.9703 | +| 0.0147 | 856.67 | 5140 | 0.0718 | 0.9366 | 0.9587 | 0.9767 | 0.9248 | 0.9926 | 0.9030 | 0.9702 | +| 0.0152 | 860.0 | 5160 | 0.0682 | 0.9353 | 0.9591 | 0.9761 | 0.9272 | 0.9911 | 0.9011 | 0.9694 | +| 0.025 | 863.33 | 5180 | 0.0730 | 0.9341 | 0.9586 | 0.9756 | 0.9264 | 0.9908 | 0.8993 | 0.9688 | +| 0.031 | 866.67 | 5200 | 0.0773 | 0.9369 | 0.9588 | 0.9768 | 0.9248 | 0.9927 | 0.9034 | 0.9703 | +| 0.0252 | 870.0 | 5220 | 0.0883 | 0.9353 | 0.9584 | 0.9761 | 0.9251 | 0.9918 | 0.9011 | 0.9695 | +| 0.01 | 873.33 | 5240 | 0.0708 | 0.9365 | 0.9588 | 0.9766 | 0.9252 | 0.9924 | 0.9030 | 0.9701 | +| 0.002 | 876.67 | 5260 | 0.0780 | 0.9372 | 0.9587 | 0.9769 | 0.9242 | 0.9931 | 0.9039 | 0.9705 | +| 0.031 | 880.0 | 5280 | 0.0674 | 0.9365 | 0.9590 | 0.9766 | 0.9257 | 0.9923 | 0.9029 | 0.9701 | +| 0.0022 | 883.33 | 5300 | 0.0671 | 0.9356 | 0.9589 | 0.9762 | 0.9261 | 0.9917 | 0.9016 | 0.9696 | +| 0.0306 | 886.67 | 5320 | 0.0726 | 0.9370 | 0.9586 | 0.9768 | 0.9241 | 0.9931 | 0.9037 | 0.9704 | +| 0.0096 | 890.0 | 5340 | 0.0698 | 0.9361 | 0.9588 | 0.9764 | 0.9254 | 0.9921 | 0.9023 | 0.9699 | +| 0.1208 | 893.33 | 5360 | 0.0746 | 0.9365 | 0.9585 | 0.9766 | 0.9243 | 0.9927 | 0.9029 | 0.9701 | +| 0.0177 | 896.67 | 5380 | 0.0767 | 0.9365 | 0.9585 | 0.9766 | 0.9242 | 0.9927 | 0.9028 | 0.9701 | +| 0.002 | 900.0 | 5400 | 0.0677 | 0.9363 | 0.9589 | 0.9765 | 0.9257 | 0.9921 | 0.9026 | 0.9700 | +| 0.0147 | 903.33 | 5420 | 0.0753 | 0.9345 | 0.9586 | 0.9758 | 0.9260 | 0.9911 | 0.9000 | 0.9691 | +| 0.1214 | 906.67 | 5440 | 0.0796 | 0.9363 | 0.9585 | 0.9765 | 0.9244 | 0.9926 | 0.9026 | 0.9700 | +| 0.1197 | 910.0 | 5460 | 0.0756 | 0.9374 | 0.9588 | 0.9770 | 0.9244 | 0.9931 | 0.9042 | 0.9706 | +| 0.0249 | 913.33 | 5480 | 0.0756 | 0.9372 | 0.9588 | 0.9769 | 0.9245 | 0.9930 | 0.9039 | 0.9705 | +| 0.0145 | 916.67 | 5500 | 0.0754 | 0.9355 | 0.9588 | 0.9762 | 0.9259 | 0.9916 | 0.9014 | 0.9695 | +| 0.1201 | 920.0 | 5520 | 0.0781 | 0.9352 | 0.9585 | 0.9761 | 0.9252 | 0.9917 | 0.9010 | 0.9694 | +| 0.0144 | 923.33 | 5540 | 0.0868 | 0.9366 | 0.9586 | 0.9767 | 0.9244 | 0.9927 | 0.9030 | 0.9702 | +| 0.0099 | 926.67 | 5560 | 0.0664 | 0.9371 | 0.9593 | 0.9768 | 0.9263 | 0.9923 | 0.9038 | 0.9704 | +| 0.0095 | 930.0 | 5580 | 0.0745 | 0.9357 | 0.9589 | 0.9763 | 0.9260 | 0.9917 | 0.9017 | 0.9697 | +| 0.0095 | 933.33 | 5600 | 0.0745 | 0.9366 | 0.9589 | 0.9766 | 0.9254 | 0.9924 | 0.9030 | 0.9701 | +| 0.1289 | 936.67 | 5620 | 0.0651 | 0.9375 | 0.9591 | 0.9770 | 0.9253 | 0.9929 | 0.9044 | 0.9706 | +| 0.0099 | 940.0 | 5640 | 0.0755 | 0.9357 | 0.9585 | 0.9763 | 0.9250 | 0.9920 | 0.9017 | 0.9697 | +| 0.01 | 943.33 | 5660 | 0.0678 | 0.9370 | 0.9591 | 0.9768 | 0.9258 | 0.9924 | 0.9036 | 0.9703 | +| 0.0247 | 946.67 | 5680 | 0.0787 | 0.9374 | 0.9585 | 0.9770 | 0.9236 | 0.9934 | 0.9042 | 0.9706 | +| 0.0248 | 950.0 | 5700 | 0.0740 | 0.9372 | 0.9585 | 0.9769 | 0.9238 | 0.9932 | 0.9039 | 0.9705 | +| 0.1199 | 953.33 | 5720 | 0.0720 | 0.9357 | 0.9586 | 0.9763 | 0.9252 | 0.9920 | 0.9017 | 0.9697 | +| 0.0148 | 956.67 | 5740 | 0.0715 | 0.9372 | 0.9589 | 0.9769 | 0.9250 | 0.9928 | 0.9039 | 0.9704 | +| 0.0254 | 960.0 | 5760 | 0.0821 | 0.9335 | 0.9579 | 0.9754 | 0.9248 | 0.9909 | 0.8983 | 0.9686 | +| 0.1213 | 963.33 | 5780 | 0.0709 | 0.9345 | 0.9586 | 0.9758 | 0.9263 | 0.9910 | 0.8999 | 0.9690 | +| 0.0152 | 966.67 | 5800 | 0.0716 | 0.9348 | 0.9587 | 0.9759 | 0.9261 | 0.9912 | 0.9004 | 0.9692 | +| 0.0248 | 970.0 | 5820 | 0.0929 | 0.9351 | 0.9581 | 0.9761 | 0.9240 | 0.9921 | 0.9008 | 0.9694 | +| 0.002 | 973.33 | 5840 | 0.0684 | 0.9359 | 0.9586 | 0.9764 | 0.9252 | 0.9921 | 0.9020 | 0.9698 | +| 0.1195 | 976.67 | 5860 | 0.0762 | 0.9331 | 0.9584 | 0.9752 | 0.9266 | 0.9902 | 0.8979 | 0.9683 | +| 0.002 | 980.0 | 5880 | 0.0798 | 0.9346 | 0.9582 | 0.9758 | 0.9248 | 0.9915 | 0.9000 | 0.9691 | +| 0.0302 | 983.33 | 5900 | 0.0840 | 0.9359 | 0.9584 | 0.9764 | 0.9245 | 0.9923 | 0.9020 | 0.9698 | +| 0.1191 | 986.67 | 5920 | 0.0724 | 0.9340 | 0.9587 | 0.9756 | 0.9270 | 0.9905 | 0.8992 | 0.9688 | +| 0.0142 | 990.0 | 5940 | 0.0791 | 0.9342 | 0.9583 | 0.9757 | 0.9254 | 0.9912 | 0.8995 | 0.9689 | +| 0.03 | 993.33 | 5960 | 0.0772 | 0.9358 | 0.9584 | 0.9763 | 0.9245 | 0.9923 | 0.9018 | 0.9698 | +| 0.0019 | 996.67 | 5980 | 0.0695 | 0.9358 | 0.9584 | 0.9764 | 0.9246 | 0.9922 | 0.9019 | 0.9698 | +| 0.0301 | 1000.0 | 6000 | 0.0783 | 0.9355 | 0.9585 | 0.9762 | 0.9252 | 0.9919 | 0.9014 | 0.9696 | +| 0.0246 | 1003.33 | 6020 | 0.0844 | 0.9356 | 0.9583 | 0.9763 | 0.9243 | 0.9922 | 0.9015 | 0.9697 | +| 0.0147 | 1006.67 | 6040 | 0.0726 | 0.9367 | 0.9588 | 0.9767 | 0.9249 | 0.9926 | 0.9032 | 0.9702 | +| 0.0021 | 1010.0 | 6060 | 0.0746 | 0.9347 | 0.9585 | 0.9759 | 0.9258 | 0.9912 | 0.9002 | 0.9691 | +| 0.1189 | 1013.33 | 6080 | 0.0745 | 0.9364 | 0.9588 | 0.9766 | 0.9254 | 0.9923 | 0.9028 | 0.9701 | +| 0.0301 | 1016.67 | 6100 | 0.0884 | 0.9364 | 0.9583 | 0.9766 | 0.9239 | 0.9928 | 0.9028 | 0.9701 | +| 0.0163 | 1020.0 | 6120 | 0.0731 | 0.9356 | 0.9586 | 0.9762 | 0.9254 | 0.9918 | 0.9015 | 0.9696 | +| 0.0141 | 1023.33 | 6140 | 0.0747 | 0.9346 | 0.9586 | 0.9758 | 0.9262 | 0.9911 | 0.9001 | 0.9691 | +| 0.0019 | 1026.67 | 6160 | 0.0662 | 0.9352 | 0.9594 | 0.9761 | 0.9279 | 0.9909 | 0.9011 | 0.9694 | +| 0.1197 | 1030.0 | 6180 | 0.0789 | 0.9352 | 0.9584 | 0.9761 | 0.9250 | 0.9918 | 0.9009 | 0.9694 | +| 0.1191 | 1033.33 | 6200 | 0.0681 | 0.9369 | 0.9591 | 0.9767 | 0.9258 | 0.9924 | 0.9034 | 0.9703 | +| 0.0093 | 1036.67 | 6220 | 0.0679 | 0.9360 | 0.9591 | 0.9764 | 0.9263 | 0.9918 | 0.9022 | 0.9698 | +| 0.1189 | 1040.0 | 6240 | 0.0753 | 0.9354 | 0.9586 | 0.9762 | 0.9254 | 0.9918 | 0.9013 | 0.9696 | +| 0.0092 | 1043.33 | 6260 | 0.0718 | 0.9354 | 0.9589 | 0.9762 | 0.9263 | 0.9915 | 0.9013 | 0.9695 | +| 0.1185 | 1046.67 | 6280 | 0.0757 | 0.9364 | 0.9588 | 0.9766 | 0.9253 | 0.9923 | 0.9027 | 0.9700 | +| 0.0315 | 1050.0 | 6300 | 0.0793 | 0.9358 | 0.9585 | 0.9763 | 0.9249 | 0.9921 | 0.9019 | 0.9698 | +| 0.0307 | 1053.33 | 6320 | 0.0770 | 0.9363 | 0.9584 | 0.9766 | 0.9241 | 0.9927 | 0.9026 | 0.9700 | +| 0.0247 | 1056.67 | 6340 | 0.0755 | 0.9348 | 0.9586 | 0.9759 | 0.9259 | 0.9913 | 0.9005 | 0.9692 | +| 0.0092 | 1060.0 | 6360 | 0.0788 | 0.9360 | 0.9586 | 0.9764 | 0.9251 | 0.9922 | 0.9022 | 0.9699 | +| 0.0093 | 1063.33 | 6380 | 0.0696 | 0.9358 | 0.9591 | 0.9763 | 0.9267 | 0.9915 | 0.9018 | 0.9697 | +| 0.0298 | 1066.67 | 6400 | 0.0707 | 0.9359 | 0.9586 | 0.9764 | 0.9251 | 0.9922 | 0.9021 | 0.9698 | +| 0.0018 | 1070.0 | 6420 | 0.0725 | 0.9343 | 0.9586 | 0.9757 | 0.9265 | 0.9908 | 0.8996 | 0.9689 | +| 0.1184 | 1073.33 | 6440 | 0.0669 | 0.9355 | 0.9594 | 0.9762 | 0.9277 | 0.9911 | 0.9015 | 0.9695 | +| 0.014 | 1076.67 | 6460 | 0.0857 | 0.9358 | 0.9584 | 0.9763 | 0.9244 | 0.9923 | 0.9019 | 0.9698 | +| 0.0138 | 1080.0 | 6480 | 0.0764 | 0.9347 | 0.9583 | 0.9759 | 0.9251 | 0.9915 | 0.9003 | 0.9692 | +| 0.0256 | 1083.33 | 6500 | 0.0807 | 0.9365 | 0.9582 | 0.9766 | 0.9234 | 0.9930 | 0.9028 | 0.9701 | +| 0.0136 | 1086.67 | 6520 | 0.0800 | 0.9359 | 0.9584 | 0.9764 | 0.9244 | 0.9924 | 0.9020 | 0.9698 | +| 0.0018 | 1090.0 | 6540 | 0.0701 | 0.9358 | 0.9589 | 0.9763 | 0.9262 | 0.9917 | 0.9019 | 0.9697 | +| 0.031 | 1093.33 | 6560 | 0.0699 | 0.9373 | 0.9588 | 0.9769 | 0.9245 | 0.9931 | 0.9041 | 0.9705 | +| 0.0243 | 1096.67 | 6580 | 0.0709 | 0.9368 | 0.9586 | 0.9768 | 0.9242 | 0.9929 | 0.9034 | 0.9703 | +| 0.0138 | 1100.0 | 6600 | 0.0735 | 0.9372 | 0.9587 | 0.9769 | 0.9244 | 0.9930 | 0.9039 | 0.9705 | +| 0.0096 | 1103.33 | 6620 | 0.0872 | 0.9358 | 0.9587 | 0.9763 | 0.9255 | 0.9919 | 0.9018 | 0.9697 | +| 0.0138 | 1106.67 | 6640 | 0.0762 | 0.9352 | 0.9585 | 0.9761 | 0.9255 | 0.9916 | 0.9009 | 0.9694 | +| 0.0308 | 1110.0 | 6660 | 0.0740 | 0.9373 | 0.9587 | 0.9769 | 0.9244 | 0.9931 | 0.9041 | 0.9705 | +| 0.0243 | 1113.33 | 6680 | 0.0817 | 0.9375 | 0.9585 | 0.9770 | 0.9235 | 0.9935 | 0.9043 | 0.9706 | +| 0.0296 | 1116.67 | 6700 | 0.0703 | 0.9370 | 0.9587 | 0.9768 | 0.9244 | 0.9929 | 0.9036 | 0.9704 | +| 0.0092 | 1120.0 | 6720 | 0.0744 | 0.9364 | 0.9590 | 0.9766 | 0.9259 | 0.9921 | 0.9028 | 0.9700 | +| 0.0091 | 1123.33 | 6740 | 0.0707 | 0.9351 | 0.9589 | 0.9760 | 0.9266 | 0.9912 | 0.9009 | 0.9694 | +| 0.0108 | 1126.67 | 6760 | 0.0740 | 0.9366 | 0.9589 | 0.9766 | 0.9253 | 0.9924 | 0.9031 | 0.9702 | +| 0.0018 | 1130.0 | 6780 | 0.0685 | 0.9345 | 0.9590 | 0.9758 | 0.9274 | 0.9906 | 0.9000 | 0.9690 | +| 0.0018 | 1133.33 | 6800 | 0.0701 | 0.9349 | 0.9592 | 0.9759 | 0.9276 | 0.9908 | 0.9006 | 0.9692 | +| 0.0017 | 1136.67 | 6820 | 0.0781 | 0.9360 | 0.9589 | 0.9764 | 0.9258 | 0.9920 | 0.9022 | 0.9698 | +| 0.0242 | 1140.0 | 6840 | 0.0773 | 0.9366 | 0.9586 | 0.9767 | 0.9244 | 0.9927 | 0.9031 | 0.9702 | +| 0.0263 | 1143.33 | 6860 | 0.0915 | 0.9375 | 0.9581 | 0.9770 | 0.9223 | 0.9939 | 0.9043 | 0.9707 | +| 0.0305 | 1146.67 | 6880 | 0.0737 | 0.9368 | 0.9588 | 0.9767 | 0.9249 | 0.9927 | 0.9033 | 0.9703 | +| 0.0017 | 1150.0 | 6900 | 0.0687 | 0.9369 | 0.9591 | 0.9768 | 0.9258 | 0.9925 | 0.9036 | 0.9703 | +| 0.0243 | 1153.33 | 6920 | 0.0791 | 0.9355 | 0.9586 | 0.9762 | 0.9253 | 0.9919 | 0.9014 | 0.9696 | +| 0.0253 | 1156.67 | 6940 | 0.0811 | 0.9359 | 0.9587 | 0.9764 | 0.9254 | 0.9921 | 0.9021 | 0.9698 | +| 0.1184 | 1160.0 | 6960 | 0.0724 | 0.9369 | 0.9591 | 0.9767 | 0.9258 | 0.9924 | 0.9035 | 0.9703 | +| 0.035 | 1163.33 | 6980 | 0.0781 | 0.9383 | 0.9590 | 0.9773 | 0.9244 | 0.9936 | 0.9055 | 0.9710 | +| 0.0296 | 1166.67 | 7000 | 0.0875 | 0.9366 | 0.9584 | 0.9767 | 0.9239 | 0.9929 | 0.9030 | 0.9702 | +| 0.0135 | 1170.0 | 7020 | 0.0847 | 0.9361 | 0.9586 | 0.9765 | 0.9250 | 0.9923 | 0.9023 | 0.9699 | +| 0.1182 | 1173.33 | 7040 | 0.0681 | 0.9375 | 0.9591 | 0.9770 | 0.9254 | 0.9929 | 0.9044 | 0.9706 | +| 0.0017 | 1176.67 | 7060 | 0.0674 | 0.9366 | 0.9594 | 0.9766 | 0.9269 | 0.9919 | 0.9032 | 0.9701 | +| 0.0089 | 1180.0 | 7080 | 0.0767 | 0.9364 | 0.9587 | 0.9766 | 0.9250 | 0.9924 | 0.9027 | 0.9701 | +| 0.0017 | 1183.33 | 7100 | 0.0720 | 0.9372 | 0.9590 | 0.9769 | 0.9252 | 0.9928 | 0.9039 | 0.9704 | +| 0.0294 | 1186.67 | 7120 | 0.0827 | 0.9371 | 0.9587 | 0.9769 | 0.9243 | 0.9930 | 0.9038 | 0.9704 | +| 0.0293 | 1190.0 | 7140 | 0.0723 | 0.9368 | 0.9590 | 0.9767 | 0.9257 | 0.9924 | 0.9033 | 0.9702 | +| 0.0018 | 1193.33 | 7160 | 0.0713 | 0.9361 | 0.9589 | 0.9764 | 0.9259 | 0.9920 | 0.9023 | 0.9699 | +| 0.0089 | 1196.67 | 7180 | 0.0852 | 0.9364 | 0.9586 | 0.9766 | 0.9248 | 0.9925 | 0.9028 | 0.9701 | +| 0.0017 | 1200.0 | 7200 | 0.0730 | 0.9371 | 0.9592 | 0.9768 | 0.9258 | 0.9925 | 0.9038 | 0.9704 | +| 0.0088 | 1203.33 | 7220 | 0.0662 | 0.9370 | 0.9596 | 0.9768 | 0.9271 | 0.9920 | 0.9037 | 0.9703 | +| 0.0088 | 1206.67 | 7240 | 0.0768 | 0.9358 | 0.9589 | 0.9763 | 0.9260 | 0.9918 | 0.9019 | 0.9697 | +| 0.0294 | 1210.0 | 7260 | 0.0731 | 0.9371 | 0.9589 | 0.9768 | 0.9250 | 0.9928 | 0.9038 | 0.9704 | +| 0.0017 | 1213.33 | 7280 | 0.0647 | 0.9372 | 0.9596 | 0.9769 | 0.9271 | 0.9922 | 0.9040 | 0.9704 | +| 0.009 | 1216.67 | 7300 | 0.0737 | 0.9371 | 0.9594 | 0.9768 | 0.9265 | 0.9923 | 0.9038 | 0.9703 | +| 0.0136 | 1220.0 | 7320 | 0.0722 | 0.9361 | 0.9590 | 0.9764 | 0.9263 | 0.9918 | 0.9023 | 0.9698 | +| 0.0019 | 1223.33 | 7340 | 0.0684 | 0.9373 | 0.9591 | 0.9769 | 0.9255 | 0.9927 | 0.9041 | 0.9705 | +| 0.0133 | 1226.67 | 7360 | 0.0911 | 0.9369 | 0.9589 | 0.9768 | 0.9252 | 0.9926 | 0.9035 | 0.9703 | +| 0.0018 | 1230.0 | 7380 | 0.0656 | 0.9369 | 0.9591 | 0.9767 | 0.9257 | 0.9924 | 0.9034 | 0.9703 | +| 0.0137 | 1233.33 | 7400 | 0.0677 | 0.9371 | 0.9597 | 0.9768 | 0.9274 | 0.9920 | 0.9038 | 0.9703 | +| 0.0309 | 1236.67 | 7420 | 0.0830 | 0.9370 | 0.9587 | 0.9768 | 0.9245 | 0.9929 | 0.9036 | 0.9704 | +| 0.025 | 1240.0 | 7440 | 0.0694 | 0.9375 | 0.9593 | 0.9770 | 0.9259 | 0.9927 | 0.9045 | 0.9706 | +| 0.0238 | 1243.33 | 7460 | 0.0720 | 0.9371 | 0.9593 | 0.9768 | 0.9261 | 0.9924 | 0.9038 | 0.9704 | +| 0.0087 | 1246.67 | 7480 | 0.0650 | 0.9374 | 0.9595 | 0.9769 | 0.9266 | 0.9924 | 0.9042 | 0.9705 | +| 0.0089 | 1250.0 | 7500 | 0.0750 | 0.9379 | 0.9589 | 0.9772 | 0.9245 | 0.9934 | 0.9049 | 0.9708 | +| 0.0131 | 1253.33 | 7520 | 0.0745 | 0.9365 | 0.9592 | 0.9766 | 0.9262 | 0.9921 | 0.9030 | 0.9701 | +| 0.0296 | 1256.67 | 7540 | 0.0782 | 0.9361 | 0.9587 | 0.9765 | 0.9253 | 0.9922 | 0.9024 | 0.9699 | +| 0.0017 | 1260.0 | 7560 | 0.0727 | 0.9369 | 0.9590 | 0.9768 | 0.9255 | 0.9925 | 0.9035 | 0.9703 | +| 0.0087 | 1263.33 | 7580 | 0.0738 | 0.9373 | 0.9592 | 0.9769 | 0.9256 | 0.9927 | 0.9040 | 0.9705 | +| 0.0016 | 1266.67 | 7600 | 0.0702 | 0.9372 | 0.9591 | 0.9769 | 0.9256 | 0.9927 | 0.9040 | 0.9705 | +| 0.1242 | 1270.0 | 7620 | 0.0651 | 0.9370 | 0.9597 | 0.9768 | 0.9276 | 0.9919 | 0.9038 | 0.9703 | +| 0.024 | 1273.33 | 7640 | 0.0681 | 0.9373 | 0.9598 | 0.9769 | 0.9274 | 0.9921 | 0.9041 | 0.9704 | +| 0.1179 | 1276.67 | 7660 | 0.0611 | 0.9372 | 0.9605 | 0.9768 | 0.9297 | 0.9913 | 0.9041 | 0.9703 | +| 0.0017 | 1280.0 | 7680 | 0.0737 | 0.9365 | 0.9588 | 0.9766 | 0.9253 | 0.9924 | 0.9030 | 0.9701 | +| 0.0239 | 1283.33 | 7700 | 0.0709 | 0.9367 | 0.9592 | 0.9767 | 0.9262 | 0.9922 | 0.9033 | 0.9702 | +| 0.0089 | 1286.67 | 7720 | 0.0734 | 0.9386 | 0.9585 | 0.9775 | 0.9227 | 0.9943 | 0.9060 | 0.9712 | +| 0.1184 | 1290.0 | 7740 | 0.0740 | 0.9373 | 0.9588 | 0.9769 | 0.9246 | 0.9930 | 0.9040 | 0.9705 | +| 0.0087 | 1293.33 | 7760 | 0.0721 | 0.9356 | 0.9592 | 0.9762 | 0.9271 | 0.9913 | 0.9016 | 0.9696 | +| 0.0017 | 1296.67 | 7780 | 0.0747 | 0.9366 | 0.9589 | 0.9767 | 0.9254 | 0.9924 | 0.9031 | 0.9702 | +| 0.0086 | 1300.0 | 7800 | 0.0738 | 0.9370 | 0.9591 | 0.9768 | 0.9257 | 0.9925 | 0.9037 | 0.9703 | +| 0.0237 | 1303.33 | 7820 | 0.0824 | 0.9367 | 0.9588 | 0.9767 | 0.9251 | 0.9925 | 0.9031 | 0.9702 | +| 0.0293 | 1306.67 | 7840 | 0.0725 | 0.9380 | 0.9593 | 0.9772 | 0.9254 | 0.9931 | 0.9052 | 0.9709 | +| 0.0019 | 1310.0 | 7860 | 0.0696 | 0.9385 | 0.9591 | 0.9774 | 0.9244 | 0.9937 | 0.9059 | 0.9712 | +| 0.1205 | 1313.33 | 7880 | 0.0633 | 0.9371 | 0.9596 | 0.9768 | 0.9272 | 0.9920 | 0.9038 | 0.9703 | +| 0.0239 | 1316.67 | 7900 | 0.0798 | 0.9379 | 0.9588 | 0.9772 | 0.9242 | 0.9935 | 0.9050 | 0.9708 | +| 0.0091 | 1320.0 | 7920 | 0.0695 | 0.9370 | 0.9595 | 0.9768 | 0.9268 | 0.9921 | 0.9037 | 0.9703 | +| 0.0087 | 1323.33 | 7940 | 0.0676 | 0.9374 | 0.9593 | 0.9769 | 0.9261 | 0.9926 | 0.9042 | 0.9705 | +| 0.0086 | 1326.67 | 7960 | 0.0775 | 0.9373 | 0.9589 | 0.9769 | 0.9250 | 0.9929 | 0.9040 | 0.9705 | +| 0.1182 | 1330.0 | 7980 | 0.0665 | 0.9371 | 0.9598 | 0.9768 | 0.9276 | 0.9919 | 0.9038 | 0.9703 | +| 0.1184 | 1333.33 | 8000 | 0.0726 | 0.9381 | 0.9591 | 0.9773 | 0.9247 | 0.9934 | 0.9053 | 0.9709 | +| 0.029 | 1336.67 | 8020 | 0.0818 | 0.9385 | 0.9588 | 0.9774 | 0.9236 | 0.9940 | 0.9059 | 0.9712 | +| 0.0237 | 1340.0 | 8040 | 0.0773 | 0.9362 | 0.9589 | 0.9765 | 0.9258 | 0.9920 | 0.9024 | 0.9699 | +| 0.0016 | 1343.33 | 8060 | 0.0662 | 0.9368 | 0.9598 | 0.9767 | 0.9280 | 0.9916 | 0.9034 | 0.9702 | +| 0.0016 | 1346.67 | 8080 | 0.0690 | 0.9373 | 0.9595 | 0.9769 | 0.9265 | 0.9924 | 0.9042 | 0.9705 | +| 0.0128 | 1350.0 | 8100 | 0.0797 | 0.9362 | 0.9589 | 0.9765 | 0.9257 | 0.9921 | 0.9025 | 0.9700 | +| 0.0239 | 1353.33 | 8120 | 0.0759 | 0.9374 | 0.9592 | 0.9769 | 0.9256 | 0.9927 | 0.9042 | 0.9705 | +| 0.0294 | 1356.67 | 8140 | 0.0722 | 0.9359 | 0.9593 | 0.9763 | 0.9271 | 0.9915 | 0.9020 | 0.9697 | +| 0.1299 | 1360.0 | 8160 | 0.0715 | 0.9371 | 0.9594 | 0.9768 | 0.9264 | 0.9924 | 0.9039 | 0.9704 | +| 0.0289 | 1363.33 | 8180 | 0.0711 | 0.9377 | 0.9591 | 0.9771 | 0.9252 | 0.9930 | 0.9046 | 0.9707 | +| 0.0108 | 1366.67 | 8200 | 0.0717 | 0.9376 | 0.9590 | 0.9770 | 0.9249 | 0.9931 | 0.9045 | 0.9707 | +| 0.0128 | 1370.0 | 8220 | 0.0730 | 0.9370 | 0.9592 | 0.9768 | 0.9260 | 0.9924 | 0.9037 | 0.9704 | +| 0.0128 | 1373.33 | 8240 | 0.0735 | 0.9363 | 0.9594 | 0.9765 | 0.9271 | 0.9917 | 0.9026 | 0.9699 | +| 0.0129 | 1376.67 | 8260 | 0.0699 | 0.9368 | 0.9596 | 0.9767 | 0.9273 | 0.9919 | 0.9035 | 0.9702 | +| 0.0087 | 1380.0 | 8280 | 0.0793 | 0.9367 | 0.9588 | 0.9767 | 0.9252 | 0.9925 | 0.9031 | 0.9702 | +| 0.0349 | 1383.33 | 8300 | 0.0810 | 0.9379 | 0.9588 | 0.9772 | 0.9241 | 0.9935 | 0.9049 | 0.9708 | +| 0.0127 | 1386.67 | 8320 | 0.0777 | 0.9373 | 0.9590 | 0.9769 | 0.9253 | 0.9928 | 0.9041 | 0.9705 | +| 0.0086 | 1390.0 | 8340 | 0.0737 | 0.9369 | 0.9590 | 0.9767 | 0.9256 | 0.9925 | 0.9035 | 0.9703 | +| 0.0109 | 1393.33 | 8360 | 0.0809 | 0.9377 | 0.9588 | 0.9771 | 0.9242 | 0.9934 | 0.9047 | 0.9708 | +| 0.0296 | 1396.67 | 8380 | 0.0745 | 0.9378 | 0.9585 | 0.9772 | 0.9232 | 0.9937 | 0.9048 | 0.9708 | +| 0.0016 | 1400.0 | 8400 | 0.0763 | 0.9366 | 0.9590 | 0.9766 | 0.9256 | 0.9923 | 0.9031 | 0.9701 | +| 0.0016 | 1403.33 | 8420 | 0.0722 | 0.9377 | 0.9594 | 0.9771 | 0.9260 | 0.9928 | 0.9047 | 0.9707 | +| 0.0128 | 1406.67 | 8440 | 0.0791 | 0.9373 | 0.9586 | 0.9770 | 0.9240 | 0.9932 | 0.9041 | 0.9706 | +| 0.0016 | 1410.0 | 8460 | 0.0685 | 0.9377 | 0.9593 | 0.9771 | 0.9258 | 0.9929 | 0.9048 | 0.9707 | +| 0.0086 | 1413.33 | 8480 | 0.0746 | 0.9387 | 0.9593 | 0.9775 | 0.9249 | 0.9937 | 0.9062 | 0.9712 | +| 0.0127 | 1416.67 | 8500 | 0.0859 | 0.9374 | 0.9589 | 0.9770 | 0.9248 | 0.9930 | 0.9043 | 0.9706 | +| 0.0238 | 1420.0 | 8520 | 0.0729 | 0.9377 | 0.9593 | 0.9771 | 0.9257 | 0.9928 | 0.9046 | 0.9707 | +| 0.0289 | 1423.33 | 8540 | 0.0752 | 0.9384 | 0.9591 | 0.9774 | 0.9247 | 0.9936 | 0.9057 | 0.9711 | +| 0.0236 | 1426.67 | 8560 | 0.0722 | 0.9371 | 0.9594 | 0.9768 | 0.9264 | 0.9923 | 0.9039 | 0.9704 | +| 0.0084 | 1430.0 | 8580 | 0.0708 | 0.9368 | 0.9594 | 0.9767 | 0.9268 | 0.9920 | 0.9035 | 0.9702 | +| 0.0126 | 1433.33 | 8600 | 0.0822 | 0.9380 | 0.9589 | 0.9772 | 0.9244 | 0.9935 | 0.9051 | 0.9709 | +| 0.0016 | 1436.67 | 8620 | 0.0661 | 0.9374 | 0.9599 | 0.9769 | 0.9278 | 0.9920 | 0.9044 | 0.9705 | +| 0.0126 | 1440.0 | 8640 | 0.0723 | 0.9373 | 0.9593 | 0.9769 | 0.9259 | 0.9926 | 0.9042 | 0.9705 | +| 0.1178 | 1443.33 | 8660 | 0.0646 | 0.9393 | 0.9600 | 0.9777 | 0.9266 | 0.9934 | 0.9071 | 0.9715 | +| 0.0287 | 1446.67 | 8680 | 0.0767 | 0.9383 | 0.9590 | 0.9773 | 0.9244 | 0.9936 | 0.9056 | 0.9710 | +| 0.0136 | 1450.0 | 8700 | 0.0721 | 0.9381 | 0.9591 | 0.9773 | 0.9248 | 0.9934 | 0.9053 | 0.9709 | +| 0.0234 | 1453.33 | 8720 | 0.0805 | 0.9377 | 0.9588 | 0.9771 | 0.9242 | 0.9934 | 0.9047 | 0.9707 | +| 0.0289 | 1456.67 | 8740 | 0.0667 | 0.9381 | 0.9594 | 0.9772 | 0.9258 | 0.9931 | 0.9054 | 0.9709 | +| 0.117 | 1460.0 | 8760 | 0.0719 | 0.9376 | 0.9594 | 0.9770 | 0.9260 | 0.9927 | 0.9045 | 0.9706 | +| 0.0286 | 1463.33 | 8780 | 0.0790 | 0.9385 | 0.9588 | 0.9774 | 0.9237 | 0.9940 | 0.9059 | 0.9712 | +| 0.0247 | 1466.67 | 8800 | 0.0729 | 0.9377 | 0.9593 | 0.9771 | 0.9257 | 0.9929 | 0.9047 | 0.9707 | +| 0.1171 | 1470.0 | 8820 | 0.0678 | 0.9376 | 0.9596 | 0.9770 | 0.9267 | 0.9925 | 0.9046 | 0.9706 | +| 0.0287 | 1473.33 | 8840 | 0.0693 | 0.9367 | 0.9593 | 0.9766 | 0.9266 | 0.9920 | 0.9032 | 0.9701 | +| 0.0238 | 1476.67 | 8860 | 0.0686 | 0.9368 | 0.9597 | 0.9767 | 0.9277 | 0.9917 | 0.9034 | 0.9702 | +| 0.0084 | 1480.0 | 8880 | 0.0754 | 0.9374 | 0.9592 | 0.9769 | 0.9256 | 0.9927 | 0.9042 | 0.9705 | +| 0.0015 | 1483.33 | 8900 | 0.0641 | 0.9372 | 0.9604 | 0.9768 | 0.9293 | 0.9914 | 0.9040 | 0.9703 | +| 0.0135 | 1486.67 | 8920 | 0.0732 | 0.9370 | 0.9594 | 0.9768 | 0.9267 | 0.9922 | 0.9037 | 0.9703 | +| 0.0234 | 1490.0 | 8940 | 0.0735 | 0.9378 | 0.9594 | 0.9771 | 0.9261 | 0.9928 | 0.9049 | 0.9708 | +| 0.0234 | 1493.33 | 8960 | 0.0764 | 0.9380 | 0.9596 | 0.9772 | 0.9265 | 0.9927 | 0.9051 | 0.9708 | +| 0.0016 | 1496.67 | 8980 | 0.0684 | 0.9376 | 0.9597 | 0.9770 | 0.9271 | 0.9923 | 0.9045 | 0.9706 | +| 0.1167 | 1500.0 | 9000 | 0.0688 | 0.9379 | 0.9596 | 0.9771 | 0.9266 | 0.9927 | 0.9050 | 0.9708 | +| 0.0232 | 1503.33 | 9020 | 0.0777 | 0.9381 | 0.9593 | 0.9772 | 0.9254 | 0.9932 | 0.9053 | 0.9709 | +| 0.1176 | 1506.67 | 9040 | 0.0665 | 0.9374 | 0.9603 | 0.9769 | 0.9289 | 0.9917 | 0.9044 | 0.9704 | +| 0.0286 | 1510.0 | 9060 | 0.0777 | 0.9374 | 0.9591 | 0.9770 | 0.9254 | 0.9928 | 0.9043 | 0.9706 | +| 0.0128 | 1513.33 | 9080 | 0.0824 | 0.9376 | 0.9588 | 0.9771 | 0.9243 | 0.9933 | 0.9045 | 0.9707 | +| 0.0016 | 1516.67 | 9100 | 0.0700 | 0.9370 | 0.9598 | 0.9768 | 0.9278 | 0.9918 | 0.9037 | 0.9703 | +| 0.0232 | 1520.0 | 9120 | 0.0791 | 0.9377 | 0.9593 | 0.9771 | 0.9257 | 0.9928 | 0.9047 | 0.9707 | +| 0.1192 | 1523.33 | 9140 | 0.0650 | 0.9386 | 0.9604 | 0.9774 | 0.9282 | 0.9925 | 0.9062 | 0.9711 | +| 0.0016 | 1526.67 | 9160 | 0.0683 | 0.9394 | 0.9596 | 0.9777 | 0.9255 | 0.9938 | 0.9072 | 0.9716 | +| 0.0251 | 1530.0 | 9180 | 0.0619 | 0.9376 | 0.9599 | 0.9770 | 0.9277 | 0.9922 | 0.9047 | 0.9706 | +| 0.0017 | 1533.33 | 9200 | 0.0529 | 0.9455 | 0.9689 | 0.9798 | 0.9483 | 0.9895 | 0.9170 | 0.9740 | +| 0.0312 | 1536.67 | 9220 | 0.0746 | 0.9351 | 0.9583 | 0.9761 | 0.9248 | 0.9918 | 0.9008 | 0.9694 | +| 0.029 | 1540.0 | 9240 | 0.0729 | 0.9374 | 0.9591 | 0.9770 | 0.9255 | 0.9928 | 0.9042 | 0.9705 | +| 0.0238 | 1543.33 | 9260 | 0.0821 | 0.9372 | 0.9587 | 0.9769 | 0.9244 | 0.9930 | 0.9039 | 0.9705 | +| 0.0233 | 1546.67 | 9280 | 0.0675 | 0.9372 | 0.9595 | 0.9768 | 0.9268 | 0.9922 | 0.9040 | 0.9704 | +| 0.0016 | 1550.0 | 9300 | 0.0679 | 0.9379 | 0.9594 | 0.9772 | 0.9258 | 0.9930 | 0.9050 | 0.9708 | +| 0.0082 | 1553.33 | 9320 | 0.0742 | 0.9375 | 0.9592 | 0.9770 | 0.9255 | 0.9928 | 0.9044 | 0.9706 | +| 0.0116 | 1556.67 | 9340 | 0.0679 | 0.9371 | 0.9597 | 0.9768 | 0.9273 | 0.9921 | 0.9039 | 0.9704 | +| 0.0163 | 1560.0 | 9360 | 0.0653 | 0.9381 | 0.9597 | 0.9772 | 0.9266 | 0.9928 | 0.9053 | 0.9709 | +| 0.0015 | 1563.33 | 9380 | 0.0666 | 0.9378 | 0.9594 | 0.9771 | 0.9259 | 0.9929 | 0.9049 | 0.9708 | +| 0.1187 | 1566.67 | 9400 | 0.0668 | 0.9381 | 0.9597 | 0.9772 | 0.9266 | 0.9928 | 0.9053 | 0.9709 | +| 0.0126 | 1570.0 | 9420 | 0.0750 | 0.9376 | 0.9593 | 0.9770 | 0.9258 | 0.9928 | 0.9045 | 0.9706 | +| 0.0017 | 1573.33 | 9440 | 0.0698 | 0.9378 | 0.9598 | 0.9771 | 0.9271 | 0.9925 | 0.9049 | 0.9707 | +| 0.0082 | 1576.67 | 9460 | 0.0862 | 0.9377 | 0.9588 | 0.9771 | 0.9241 | 0.9934 | 0.9047 | 0.9708 | +| 0.0285 | 1580.0 | 9480 | 0.0760 | 0.9383 | 0.9592 | 0.9773 | 0.9250 | 0.9934 | 0.9056 | 0.9710 | +| 0.0234 | 1583.33 | 9500 | 0.0781 | 0.9379 | 0.9591 | 0.9772 | 0.9250 | 0.9932 | 0.9050 | 0.9708 | +| 0.0082 | 1586.67 | 9520 | 0.0732 | 0.9387 | 0.9593 | 0.9775 | 0.9248 | 0.9937 | 0.9062 | 0.9713 | +| 0.0234 | 1590.0 | 9540 | 0.0695 | 0.9378 | 0.9598 | 0.9771 | 0.9273 | 0.9924 | 0.9049 | 0.9707 | +| 0.0232 | 1593.33 | 9560 | 0.0712 | 0.9374 | 0.9598 | 0.9769 | 0.9275 | 0.9921 | 0.9042 | 0.9705 | +| 0.1178 | 1596.67 | 9580 | 0.0705 | 0.9378 | 0.9594 | 0.9771 | 0.9258 | 0.9929 | 0.9049 | 0.9707 | +| 0.0231 | 1600.0 | 9600 | 0.0712 | 0.9377 | 0.9597 | 0.9770 | 0.9269 | 0.9925 | 0.9047 | 0.9707 | +| 0.0125 | 1603.33 | 9620 | 0.0696 | 0.9374 | 0.9599 | 0.9769 | 0.9276 | 0.9921 | 0.9043 | 0.9705 | +| 0.0283 | 1606.67 | 9640 | 0.0731 | 0.9382 | 0.9594 | 0.9773 | 0.9257 | 0.9931 | 0.9054 | 0.9709 | +| 0.0083 | 1610.0 | 9660 | 0.0686 | 0.9379 | 0.9599 | 0.9771 | 0.9274 | 0.9924 | 0.9050 | 0.9707 | +| 0.0083 | 1613.33 | 9680 | 0.0660 | 0.9377 | 0.9601 | 0.9770 | 0.9282 | 0.9920 | 0.9048 | 0.9706 | +| 0.0081 | 1616.67 | 9700 | 0.0737 | 0.9383 | 0.9593 | 0.9773 | 0.9253 | 0.9933 | 0.9056 | 0.9710 | +| 0.0123 | 1620.0 | 9720 | 0.0627 | 0.9382 | 0.9606 | 0.9772 | 0.9293 | 0.9919 | 0.9055 | 0.9708 | +| 0.0285 | 1623.33 | 9740 | 0.0708 | 0.9382 | 0.9590 | 0.9773 | 0.9244 | 0.9936 | 0.9054 | 0.9710 | +| 0.0182 | 1626.67 | 9760 | 0.0700 | 0.9383 | 0.9598 | 0.9773 | 0.9267 | 0.9928 | 0.9057 | 0.9710 | +| 0.0104 | 1630.0 | 9780 | 0.0782 | 0.9375 | 0.9592 | 0.9770 | 0.9254 | 0.9929 | 0.9045 | 0.9706 | +| 0.1166 | 1633.33 | 9800 | 0.0622 | 0.9389 | 0.9603 | 0.9775 | 0.9278 | 0.9928 | 0.9065 | 0.9712 | +| 0.1165 | 1636.67 | 9820 | 0.0646 | 0.9372 | 0.9602 | 0.9768 | 0.9289 | 0.9915 | 0.9040 | 0.9703 | +| 0.0284 | 1640.0 | 9840 | 0.0744 | 0.9377 | 0.9594 | 0.9771 | 0.9259 | 0.9928 | 0.9047 | 0.9707 | +| 0.002 | 1643.33 | 9860 | 0.0681 | 0.9366 | 0.9599 | 0.9766 | 0.9283 | 0.9914 | 0.9032 | 0.9701 | +| 0.0229 | 1646.67 | 9880 | 0.0705 | 0.9381 | 0.9597 | 0.9772 | 0.9266 | 0.9928 | 0.9053 | 0.9709 | +| 0.0081 | 1650.0 | 9900 | 0.0729 | 0.9383 | 0.9595 | 0.9773 | 0.9259 | 0.9931 | 0.9056 | 0.9710 | +| 0.1155 | 1653.33 | 9920 | 0.0614 | 0.9386 | 0.9609 | 0.9774 | 0.9297 | 0.9920 | 0.9062 | 0.9711 | +| 0.012 | 1656.67 | 9940 | 0.0686 | 0.9376 | 0.9599 | 0.9770 | 0.9277 | 0.9922 | 0.9047 | 0.9706 | +| 0.0015 | 1660.0 | 9960 | 0.0717 | 0.9377 | 0.9596 | 0.9771 | 0.9268 | 0.9925 | 0.9047 | 0.9707 | +| 0.1171 | 1663.33 | 9980 | 0.0645 | 0.9386 | 0.9604 | 0.9774 | 0.9284 | 0.9924 | 0.9061 | 0.9711 | +| 0.0085 | 1666.67 | 10000 | 0.0788 | 0.9348 | 0.9590 | 0.9759 | 0.9272 | 0.9909 | 0.9004 | 0.9692 | +| 0.03 | 1670.0 | 10020 | 0.0763 | 0.9383 | 0.9594 | 0.9773 | 0.9256 | 0.9932 | 0.9056 | 0.9710 | +| 0.0121 | 1673.33 | 10040 | 0.0725 | 0.9387 | 0.9596 | 0.9775 | 0.9259 | 0.9934 | 0.9063 | 0.9712 | +| 0.0121 | 1676.67 | 10060 | 0.0653 | 0.9383 | 0.9601 | 0.9773 | 0.9276 | 0.9925 | 0.9057 | 0.9709 | +| 0.008 | 1680.0 | 10080 | 0.0793 | 0.9378 | 0.9592 | 0.9771 | 0.9254 | 0.9930 | 0.9049 | 0.9708 | +| 0.0015 | 1683.33 | 10100 | 0.0653 | 0.9386 | 0.9602 | 0.9774 | 0.9278 | 0.9927 | 0.9062 | 0.9711 | +| 0.0015 | 1686.67 | 10120 | 0.0634 | 0.9380 | 0.9607 | 0.9771 | 0.9296 | 0.9917 | 0.9053 | 0.9707 | +| 0.0087 | 1690.0 | 10140 | 0.0640 | 0.9401 | 0.9610 | 0.9780 | 0.9291 | 0.9930 | 0.9084 | 0.9718 | +| 0.0017 | 1693.33 | 10160 | 0.0614 | 0.9385 | 0.9595 | 0.9774 | 0.9257 | 0.9933 | 0.9058 | 0.9711 | +| 0.023 | 1696.67 | 10180 | 0.0724 | 0.9362 | 0.9596 | 0.9764 | 0.9278 | 0.9914 | 0.9025 | 0.9699 | +| 0.1198 | 1700.0 | 10200 | 0.0716 | 0.9384 | 0.9595 | 0.9774 | 0.9258 | 0.9932 | 0.9058 | 0.9711 | +| 0.0015 | 1703.33 | 10220 | 0.0664 | 0.9384 | 0.9601 | 0.9773 | 0.9277 | 0.9926 | 0.9058 | 0.9710 | +| 0.008 | 1706.67 | 10240 | 0.0643 | 0.9376 | 0.9599 | 0.9770 | 0.9276 | 0.9922 | 0.9046 | 0.9706 | +| 0.0095 | 1710.0 | 10260 | 0.0660 | 0.9386 | 0.9602 | 0.9774 | 0.9278 | 0.9926 | 0.9061 | 0.9711 | +| 0.0123 | 1713.33 | 10280 | 0.0619 | 0.9388 | 0.9604 | 0.9775 | 0.9280 | 0.9927 | 0.9065 | 0.9712 | +| 0.0248 | 1716.67 | 10300 | 0.0704 | 0.9376 | 0.9594 | 0.9770 | 0.9262 | 0.9927 | 0.9046 | 0.9707 | +| 0.023 | 1720.0 | 10320 | 0.0697 | 0.9389 | 0.9598 | 0.9775 | 0.9263 | 0.9933 | 0.9065 | 0.9713 | +| 0.0285 | 1723.33 | 10340 | 0.0745 | 0.9389 | 0.9592 | 0.9776 | 0.9246 | 0.9938 | 0.9065 | 0.9713 | +| 0.0081 | 1726.67 | 10360 | 0.0760 | 0.9379 | 0.9595 | 0.9772 | 0.9261 | 0.9928 | 0.9050 | 0.9708 | +| 0.0228 | 1730.0 | 10380 | 0.0666 | 0.9385 | 0.9599 | 0.9774 | 0.9269 | 0.9929 | 0.9060 | 0.9711 | +| 0.0015 | 1733.33 | 10400 | 0.0693 | 0.9387 | 0.9596 | 0.9775 | 0.9260 | 0.9933 | 0.9062 | 0.9712 | +| 0.028 | 1736.67 | 10420 | 0.0742 | 0.9380 | 0.9597 | 0.9772 | 0.9266 | 0.9927 | 0.9052 | 0.9708 | +| 0.012 | 1740.0 | 10440 | 0.0681 | 0.9379 | 0.9599 | 0.9771 | 0.9275 | 0.9924 | 0.9050 | 0.9707 | +| 0.1159 | 1743.33 | 10460 | 0.0688 | 0.9390 | 0.9597 | 0.9776 | 0.9260 | 0.9934 | 0.9066 | 0.9713 | +| 0.0149 | 1746.67 | 10480 | 0.0674 | 0.9383 | 0.9599 | 0.9773 | 0.9271 | 0.9927 | 0.9057 | 0.9710 | +| 0.0084 | 1750.0 | 10500 | 0.0671 | 0.9385 | 0.9597 | 0.9774 | 0.9262 | 0.9931 | 0.9059 | 0.9711 | +| 0.1153 | 1753.33 | 10520 | 0.0691 | 0.9391 | 0.9595 | 0.9776 | 0.9252 | 0.9937 | 0.9068 | 0.9714 | +| 0.023 | 1756.67 | 10540 | 0.0780 | 0.9381 | 0.9595 | 0.9772 | 0.9261 | 0.9929 | 0.9053 | 0.9709 | +| 0.0285 | 1760.0 | 10560 | 0.0738 | 0.9380 | 0.9595 | 0.9772 | 0.9262 | 0.9929 | 0.9052 | 0.9709 | +| 0.0015 | 1763.33 | 10580 | 0.0688 | 0.9383 | 0.9595 | 0.9773 | 0.9258 | 0.9932 | 0.9056 | 0.9710 | +| 0.0016 | 1766.67 | 10600 | 0.0679 | 0.9384 | 0.9599 | 0.9773 | 0.9269 | 0.9928 | 0.9058 | 0.9710 | +| 0.1155 | 1770.0 | 10620 | 0.0673 | 0.9390 | 0.9597 | 0.9776 | 0.9260 | 0.9934 | 0.9066 | 0.9713 | +| 0.1172 | 1773.33 | 10640 | 0.0621 | 0.9396 | 0.9601 | 0.9778 | 0.9267 | 0.9935 | 0.9075 | 0.9716 | +| 0.0082 | 1776.67 | 10660 | 0.0661 | 0.9394 | 0.9598 | 0.9778 | 0.9259 | 0.9937 | 0.9073 | 0.9716 | +| 0.0015 | 1780.0 | 10680 | 0.0613 | 0.9391 | 0.9605 | 0.9776 | 0.9283 | 0.9927 | 0.9068 | 0.9713 | +| 0.0122 | 1783.33 | 10700 | 0.0666 | 0.9390 | 0.9597 | 0.9776 | 0.9261 | 0.9934 | 0.9066 | 0.9713 | +| 0.0119 | 1786.67 | 10720 | 0.0672 | 0.9383 | 0.9601 | 0.9773 | 0.9277 | 0.9925 | 0.9057 | 0.9709 | +| 0.0227 | 1790.0 | 10740 | 0.0741 | 0.9390 | 0.9596 | 0.9776 | 0.9257 | 0.9936 | 0.9067 | 0.9714 | +| 0.1157 | 1793.33 | 10760 | 0.0653 | 0.9395 | 0.9595 | 0.9778 | 0.9250 | 0.9940 | 0.9073 | 0.9716 | +| 0.0015 | 1796.67 | 10780 | 0.0672 | 0.9390 | 0.9595 | 0.9776 | 0.9255 | 0.9936 | 0.9066 | 0.9713 | +| 0.0242 | 1800.0 | 10800 | 0.0734 | 0.9385 | 0.9592 | 0.9774 | 0.9249 | 0.9935 | 0.9059 | 0.9711 | +| 0.0118 | 1803.33 | 10820 | 0.0700 | 0.9381 | 0.9597 | 0.9772 | 0.9266 | 0.9928 | 0.9054 | 0.9709 | +| 0.0079 | 1806.67 | 10840 | 0.0705 | 0.9389 | 0.9595 | 0.9776 | 0.9256 | 0.9935 | 0.9065 | 0.9713 | +| 0.0227 | 1810.0 | 10860 | 0.0671 | 0.9389 | 0.9604 | 0.9775 | 0.9281 | 0.9927 | 0.9066 | 0.9712 | +| 0.1151 | 1813.33 | 10880 | 0.0654 | 0.9384 | 0.9603 | 0.9773 | 0.9280 | 0.9925 | 0.9059 | 0.9710 | +| 0.1152 | 1816.67 | 10900 | 0.0683 | 0.9386 | 0.9596 | 0.9774 | 0.9261 | 0.9932 | 0.9060 | 0.9711 | +| 0.0283 | 1820.0 | 10920 | 0.0671 | 0.9383 | 0.9593 | 0.9773 | 0.9252 | 0.9934 | 0.9056 | 0.9710 | +| 0.1172 | 1823.33 | 10940 | 0.0585 | 0.9397 | 0.9613 | 0.9778 | 0.9302 | 0.9924 | 0.9077 | 0.9716 | +| 0.0119 | 1826.67 | 10960 | 0.0693 | 0.9379 | 0.9599 | 0.9771 | 0.9274 | 0.9924 | 0.9051 | 0.9708 | +| 0.0226 | 1830.0 | 10980 | 0.0705 | 0.9386 | 0.9597 | 0.9774 | 0.9262 | 0.9932 | 0.9060 | 0.9711 | +| 0.0015 | 1833.33 | 11000 | 0.0668 | 0.9387 | 0.9602 | 0.9774 | 0.9277 | 0.9927 | 0.9062 | 0.9711 | +| 0.023 | 1836.67 | 11020 | 0.0733 | 0.9391 | 0.9595 | 0.9776 | 0.9252 | 0.9938 | 0.9068 | 0.9714 | +| 0.0227 | 1840.0 | 11040 | 0.0701 | 0.9385 | 0.9598 | 0.9774 | 0.9265 | 0.9930 | 0.9059 | 0.9711 | +| 0.0226 | 1843.33 | 11060 | 0.0761 | 0.9385 | 0.9595 | 0.9774 | 0.9257 | 0.9933 | 0.9059 | 0.9711 | +| 0.0243 | 1846.67 | 11080 | 0.0677 | 0.9391 | 0.9602 | 0.9776 | 0.9273 | 0.9931 | 0.9068 | 0.9713 | +| 0.023 | 1850.0 | 11100 | 0.0699 | 0.9395 | 0.9597 | 0.9778 | 0.9256 | 0.9938 | 0.9073 | 0.9716 | +| 0.0014 | 1853.33 | 11120 | 0.0697 | 0.9387 | 0.9596 | 0.9775 | 0.9260 | 0.9933 | 0.9062 | 0.9712 | +| 0.0118 | 1856.67 | 11140 | 0.0681 | 0.9389 | 0.9599 | 0.9775 | 0.9265 | 0.9932 | 0.9065 | 0.9713 | +| 0.0079 | 1860.0 | 11160 | 0.0677 | 0.9388 | 0.9598 | 0.9775 | 0.9264 | 0.9932 | 0.9063 | 0.9712 | +| 0.0278 | 1863.33 | 11180 | 0.0733 | 0.9395 | 0.9592 | 0.9778 | 0.9241 | 0.9943 | 0.9073 | 0.9716 | +| 0.0078 | 1866.67 | 11200 | 0.0645 | 0.9397 | 0.9606 | 0.9778 | 0.9281 | 0.9931 | 0.9077 | 0.9716 | +| 0.0285 | 1870.0 | 11220 | 0.0637 | 0.9386 | 0.9600 | 0.9774 | 0.9271 | 0.9929 | 0.9061 | 0.9711 | +| 0.1191 | 1873.33 | 11240 | 0.0606 | 0.9385 | 0.9609 | 0.9773 | 0.9299 | 0.9919 | 0.9060 | 0.9710 | +| 0.0227 | 1876.67 | 11260 | 0.0597 | 0.9399 | 0.9609 | 0.9779 | 0.9289 | 0.9930 | 0.9081 | 0.9717 | +| 0.0015 | 1880.0 | 11280 | 0.0677 | 0.9391 | 0.9600 | 0.9776 | 0.9268 | 0.9932 | 0.9068 | 0.9714 | +| 0.0119 | 1883.33 | 11300 | 0.0696 | 0.9381 | 0.9600 | 0.9772 | 0.9274 | 0.9925 | 0.9054 | 0.9709 | +| 0.0279 | 1886.67 | 11320 | 0.0710 | 0.9391 | 0.9596 | 0.9776 | 0.9257 | 0.9936 | 0.9068 | 0.9714 | +| 0.1149 | 1890.0 | 11340 | 0.0640 | 0.9396 | 0.9605 | 0.9778 | 0.9280 | 0.9931 | 0.9076 | 0.9716 | +| 0.0278 | 1893.33 | 11360 | 0.0654 | 0.9393 | 0.9597 | 0.9777 | 0.9257 | 0.9937 | 0.9071 | 0.9715 | +| 0.0014 | 1896.67 | 11380 | 0.0678 | 0.9394 | 0.9597 | 0.9777 | 0.9257 | 0.9937 | 0.9072 | 0.9715 | +| 0.0229 | 1900.0 | 11400 | 0.0724 | 0.9392 | 0.9596 | 0.9777 | 0.9254 | 0.9938 | 0.9070 | 0.9715 | +| 0.0018 | 1903.33 | 11420 | 0.0633 | 0.9384 | 0.9612 | 0.9773 | 0.9310 | 0.9915 | 0.9059 | 0.9709 | +| 0.0226 | 1906.67 | 11440 | 0.0741 | 0.9392 | 0.9596 | 0.9777 | 0.9254 | 0.9937 | 0.9069 | 0.9715 | +| 0.0226 | 1910.0 | 11460 | 0.0709 | 0.9389 | 0.9599 | 0.9775 | 0.9266 | 0.9932 | 0.9065 | 0.9713 | +| 0.0243 | 1913.33 | 11480 | 0.0671 | 0.9392 | 0.9597 | 0.9777 | 0.9259 | 0.9936 | 0.9070 | 0.9715 | +| 0.0229 | 1916.67 | 11500 | 0.0635 | 0.9401 | 0.9602 | 0.9780 | 0.9266 | 0.9938 | 0.9084 | 0.9719 | +| 0.0015 | 1920.0 | 11520 | 0.0695 | 0.9392 | 0.9598 | 0.9777 | 0.9261 | 0.9935 | 0.9070 | 0.9714 | +| 0.0118 | 1923.33 | 11540 | 0.0713 | 0.9392 | 0.9599 | 0.9777 | 0.9263 | 0.9934 | 0.9069 | 0.9714 | +| 0.0231 | 1926.67 | 11560 | 0.0879 | 0.9383 | 0.9592 | 0.9773 | 0.9251 | 0.9934 | 0.9055 | 0.9710 | +| 0.0233 | 1930.0 | 11580 | 0.0738 | 0.9390 | 0.9595 | 0.9776 | 0.9252 | 0.9937 | 0.9067 | 0.9714 | +| 0.0127 | 1933.33 | 11600 | 0.0703 | 0.9394 | 0.9597 | 0.9777 | 0.9257 | 0.9937 | 0.9072 | 0.9715 | +| 0.0078 | 1936.67 | 11620 | 0.0746 | 0.9392 | 0.9594 | 0.9777 | 0.9250 | 0.9939 | 0.9069 | 0.9715 | +| 0.0278 | 1940.0 | 11640 | 0.0693 | 0.9388 | 0.9598 | 0.9775 | 0.9264 | 0.9932 | 0.9064 | 0.9713 | +| 0.0014 | 1943.33 | 11660 | 0.0697 | 0.9384 | 0.9597 | 0.9773 | 0.9264 | 0.9930 | 0.9057 | 0.9710 | +| 0.0148 | 1946.67 | 11680 | 0.0669 | 0.9396 | 0.9600 | 0.9778 | 0.9265 | 0.9936 | 0.9075 | 0.9716 | +| 0.0117 | 1950.0 | 11700 | 0.0768 | 0.9393 | 0.9593 | 0.9777 | 0.9245 | 0.9941 | 0.9070 | 0.9715 | +| 0.1156 | 1953.33 | 11720 | 0.0589 | 0.9406 | 0.9613 | 0.9782 | 0.9295 | 0.9931 | 0.9092 | 0.9721 | +| 0.1149 | 1956.67 | 11740 | 0.0611 | 0.9400 | 0.9606 | 0.9780 | 0.9277 | 0.9934 | 0.9083 | 0.9718 | +| 0.0081 | 1960.0 | 11760 | 0.0660 | 0.9397 | 0.9599 | 0.9779 | 0.9261 | 0.9938 | 0.9077 | 0.9717 | +| 0.0115 | 1963.33 | 11780 | 0.0662 | 0.9392 | 0.9601 | 0.9777 | 0.9269 | 0.9933 | 0.9070 | 0.9714 | +| 0.0077 | 1966.67 | 11800 | 0.0673 | 0.9395 | 0.9600 | 0.9778 | 0.9265 | 0.9935 | 0.9074 | 0.9716 | +| 0.0278 | 1970.0 | 11820 | 0.0671 | 0.9398 | 0.9599 | 0.9779 | 0.9259 | 0.9939 | 0.9079 | 0.9718 | +| 0.0225 | 1973.33 | 11840 | 0.0701 | 0.9395 | 0.9598 | 0.9778 | 0.9259 | 0.9937 | 0.9074 | 0.9716 | +| 0.0014 | 1976.67 | 11860 | 0.0602 | 0.9397 | 0.9609 | 0.9778 | 0.9290 | 0.9928 | 0.9077 | 0.9716 | +| 0.0014 | 1980.0 | 11880 | 0.0663 | 0.9394 | 0.9601 | 0.9777 | 0.9268 | 0.9934 | 0.9073 | 0.9715 | +| 0.0077 | 1983.33 | 11900 | 0.0689 | 0.9396 | 0.9601 | 0.9778 | 0.9268 | 0.9935 | 0.9075 | 0.9716 | +| 0.0079 | 1986.67 | 11920 | 0.0676 | 0.9387 | 0.9604 | 0.9774 | 0.9282 | 0.9926 | 0.9063 | 0.9712 | +| 0.1148 | 1990.0 | 11940 | 0.0661 | 0.9388 | 0.9599 | 0.9775 | 0.9266 | 0.9931 | 0.9064 | 0.9712 | +| 0.008 | 1993.33 | 11960 | 0.0693 | 0.9395 | 0.9604 | 0.9778 | 0.9275 | 0.9932 | 0.9075 | 0.9716 | +| 0.0278 | 1996.67 | 11980 | 0.0679 | 0.9400 | 0.9596 | 0.9780 | 0.9248 | 0.9943 | 0.9081 | 0.9719 | +| 0.0014 | 2000.0 | 12000 | 0.0675 | 0.9396 | 0.9601 | 0.9778 | 0.9268 | 0.9935 | 0.9075 | 0.9716 | +| 0.0115 | 2003.33 | 12020 | 0.0661 | 0.9395 | 0.9601 | 0.9778 | 0.9266 | 0.9935 | 0.9074 | 0.9716 | +| 0.1161 | 2006.67 | 12040 | 0.0570 | 0.9400 | 0.9614 | 0.9779 | 0.9302 | 0.9926 | 0.9083 | 0.9717 | +| 0.0278 | 2010.0 | 12060 | 0.0693 | 0.9393 | 0.9598 | 0.9777 | 0.9258 | 0.9937 | 0.9072 | 0.9715 | +| 0.0276 | 2013.33 | 12080 | 0.0643 | 0.9397 | 0.9605 | 0.9778 | 0.9278 | 0.9932 | 0.9077 | 0.9716 | +| 0.0114 | 2016.67 | 12100 | 0.0807 | 0.9391 | 0.9593 | 0.9776 | 0.9248 | 0.9939 | 0.9067 | 0.9714 | +| 0.0225 | 2020.0 | 12120 | 0.0693 | 0.9396 | 0.9599 | 0.9778 | 0.9259 | 0.9938 | 0.9076 | 0.9717 | +| 0.0278 | 2023.33 | 12140 | 0.0653 | 0.9394 | 0.9599 | 0.9777 | 0.9262 | 0.9936 | 0.9072 | 0.9715 | +| 0.0225 | 2026.67 | 12160 | 0.0561 | 0.9416 | 0.9624 | 0.9785 | 0.9321 | 0.9928 | 0.9107 | 0.9725 | +| 0.1167 | 2030.0 | 12180 | 0.0654 | 0.9395 | 0.9604 | 0.9777 | 0.9275 | 0.9932 | 0.9074 | 0.9715 | +| 0.0279 | 2033.33 | 12200 | 0.0597 | 0.9399 | 0.9605 | 0.9779 | 0.9277 | 0.9934 | 0.9081 | 0.9718 | +| 0.0078 | 2036.67 | 12220 | 0.0611 | 0.9393 | 0.9607 | 0.9777 | 0.9285 | 0.9928 | 0.9072 | 0.9714 | +| 0.0015 | 2040.0 | 12240 | 0.0676 | 0.9393 | 0.9601 | 0.9777 | 0.9269 | 0.9933 | 0.9071 | 0.9715 | +| 0.0117 | 2043.33 | 12260 | 0.0794 | 0.9390 | 0.9597 | 0.9776 | 0.9259 | 0.9935 | 0.9067 | 0.9714 | +| 0.0117 | 2046.67 | 12280 | 0.0758 | 0.9387 | 0.9594 | 0.9775 | 0.9251 | 0.9936 | 0.9062 | 0.9712 | +| 0.0117 | 2050.0 | 12300 | 0.0714 | 0.9386 | 0.9600 | 0.9774 | 0.9271 | 0.9929 | 0.9061 | 0.9711 | +| 0.0016 | 2053.33 | 12320 | 0.0638 | 0.9394 | 0.9603 | 0.9777 | 0.9273 | 0.9932 | 0.9072 | 0.9715 | +| 0.0015 | 2056.67 | 12340 | 0.0629 | 0.9391 | 0.9611 | 0.9775 | 0.9301 | 0.9921 | 0.9069 | 0.9713 | +| 0.0077 | 2060.0 | 12360 | 0.0648 | 0.9391 | 0.9606 | 0.9776 | 0.9285 | 0.9927 | 0.9069 | 0.9713 | +| 0.0015 | 2063.33 | 12380 | 0.0622 | 0.9392 | 0.9608 | 0.9776 | 0.9291 | 0.9925 | 0.9070 | 0.9714 | +| 0.0323 | 2066.67 | 12400 | 0.0707 | 0.9393 | 0.9597 | 0.9777 | 0.9257 | 0.9937 | 0.9071 | 0.9715 | +| 0.0121 | 2070.0 | 12420 | 0.0686 | 0.9391 | 0.9600 | 0.9776 | 0.9267 | 0.9933 | 0.9068 | 0.9714 | +| 0.1145 | 2073.33 | 12440 | 0.0650 | 0.9407 | 0.9604 | 0.9783 | 0.9268 | 0.9941 | 0.9093 | 0.9722 | +| 0.0223 | 2076.67 | 12460 | 0.0629 | 0.9401 | 0.9607 | 0.9780 | 0.9280 | 0.9933 | 0.9083 | 0.9718 | +| 0.0016 | 2080.0 | 12480 | 0.0606 | 0.9402 | 0.9610 | 0.9780 | 0.9289 | 0.9931 | 0.9086 | 0.9719 | +| 0.0014 | 2083.33 | 12500 | 0.0580 | 0.9401 | 0.9616 | 0.9780 | 0.9306 | 0.9925 | 0.9085 | 0.9718 | +| 0.0014 | 2086.67 | 12520 | 0.0597 | 0.9404 | 0.9609 | 0.9781 | 0.9284 | 0.9934 | 0.9088 | 0.9720 | +| 0.1217 | 2090.0 | 12540 | 0.0772 | 0.9386 | 0.9595 | 0.9774 | 0.9258 | 0.9933 | 0.9061 | 0.9712 | +| 0.1156 | 2093.33 | 12560 | 0.0698 | 0.9395 | 0.9596 | 0.9778 | 0.9253 | 0.9939 | 0.9073 | 0.9716 | +| 0.0078 | 2096.67 | 12580 | 0.0635 | 0.9401 | 0.9602 | 0.9780 | 0.9266 | 0.9938 | 0.9083 | 0.9719 | +| 0.1144 | 2100.0 | 12600 | 0.0641 | 0.9395 | 0.9602 | 0.9778 | 0.9271 | 0.9933 | 0.9074 | 0.9716 | +| 0.0223 | 2103.33 | 12620 | 0.0709 | 0.9394 | 0.9597 | 0.9778 | 0.9256 | 0.9938 | 0.9073 | 0.9716 | +| 0.0275 | 2106.67 | 12640 | 0.0717 | 0.9391 | 0.9599 | 0.9776 | 0.9264 | 0.9934 | 0.9069 | 0.9714 | +| 0.0223 | 2110.0 | 12660 | 0.0666 | 0.9397 | 0.9600 | 0.9779 | 0.9263 | 0.9937 | 0.9077 | 0.9717 | +| 0.0076 | 2113.33 | 12680 | 0.0716 | 0.9395 | 0.9597 | 0.9778 | 0.9257 | 0.9938 | 0.9074 | 0.9716 | +| 0.0114 | 2116.67 | 12700 | 0.0655 | 0.9395 | 0.9604 | 0.9778 | 0.9275 | 0.9932 | 0.9074 | 0.9715 | +| 0.0014 | 2120.0 | 12720 | 0.0726 | 0.9392 | 0.9597 | 0.9777 | 0.9258 | 0.9936 | 0.9070 | 0.9715 | +| 0.0077 | 2123.33 | 12740 | 0.0668 | 0.9398 | 0.9598 | 0.9779 | 0.9257 | 0.9939 | 0.9078 | 0.9717 | +| 0.0275 | 2126.67 | 12760 | 0.0719 | 0.9396 | 0.9596 | 0.9779 | 0.9250 | 0.9941 | 0.9076 | 0.9717 | +| 0.0014 | 2130.0 | 12780 | 0.0640 | 0.9400 | 0.9607 | 0.9780 | 0.9280 | 0.9933 | 0.9083 | 0.9718 | +| 0.0114 | 2133.33 | 12800 | 0.0633 | 0.9387 | 0.9605 | 0.9774 | 0.9285 | 0.9925 | 0.9063 | 0.9711 | +| 0.0114 | 2136.67 | 12820 | 0.0605 | 0.9398 | 0.9611 | 0.9779 | 0.9295 | 0.9927 | 0.9080 | 0.9717 | +| 0.0076 | 2140.0 | 12840 | 0.0651 | 0.9402 | 0.9607 | 0.9780 | 0.9279 | 0.9934 | 0.9085 | 0.9719 | +| 0.0113 | 2143.33 | 12860 | 0.0747 | 0.9394 | 0.9598 | 0.9777 | 0.9261 | 0.9936 | 0.9072 | 0.9715 | +| 0.0223 | 2146.67 | 12880 | 0.0746 | 0.9396 | 0.9596 | 0.9778 | 0.9252 | 0.9940 | 0.9076 | 0.9717 | +| 0.0276 | 2150.0 | 12900 | 0.0659 | 0.9397 | 0.9602 | 0.9778 | 0.9268 | 0.9935 | 0.9077 | 0.9717 | +| 0.0283 | 2153.33 | 12920 | 0.0748 | 0.9390 | 0.9595 | 0.9776 | 0.9254 | 0.9936 | 0.9067 | 0.9714 | +| 0.0274 | 2156.67 | 12940 | 0.0631 | 0.9400 | 0.9605 | 0.9779 | 0.9275 | 0.9934 | 0.9081 | 0.9718 | +| 0.0241 | 2160.0 | 12960 | 0.0656 | 0.9398 | 0.9603 | 0.9779 | 0.9272 | 0.9934 | 0.9079 | 0.9717 | +| 0.1143 | 2163.33 | 12980 | 0.0640 | 0.9403 | 0.9600 | 0.9781 | 0.9260 | 0.9941 | 0.9086 | 0.9720 | +| 0.0015 | 2166.67 | 13000 | 0.0585 | 0.9410 | 0.9614 | 0.9783 | 0.9294 | 0.9934 | 0.9097 | 0.9722 | +| 0.1149 | 2170.0 | 13020 | 0.0633 | 0.9396 | 0.9605 | 0.9778 | 0.9279 | 0.9931 | 0.9075 | 0.9716 | +| 0.1142 | 2173.33 | 13040 | 0.0631 | 0.9400 | 0.9605 | 0.9780 | 0.9275 | 0.9935 | 0.9082 | 0.9718 | +| 0.0276 | 2176.67 | 13060 | 0.0680 | 0.9400 | 0.9599 | 0.9780 | 0.9259 | 0.9940 | 0.9081 | 0.9718 | +| 0.0222 | 2180.0 | 13080 | 0.0621 | 0.9404 | 0.9607 | 0.9781 | 0.9278 | 0.9936 | 0.9088 | 0.9720 | +| 0.0014 | 2183.33 | 13100 | 0.0575 | 0.9407 | 0.9614 | 0.9782 | 0.9297 | 0.9931 | 0.9093 | 0.9721 | +| 0.1141 | 2186.67 | 13120 | 0.0645 | 0.9403 | 0.9603 | 0.9781 | 0.9268 | 0.9939 | 0.9086 | 0.9720 | +| 0.0274 | 2190.0 | 13140 | 0.0670 | 0.9399 | 0.9601 | 0.9779 | 0.9263 | 0.9938 | 0.9079 | 0.9718 | +| 0.0277 | 2193.33 | 13160 | 0.0688 | 0.9397 | 0.9597 | 0.9779 | 0.9254 | 0.9940 | 0.9078 | 0.9717 | +| 0.0078 | 2196.67 | 13180 | 0.0734 | 0.9399 | 0.9599 | 0.9779 | 0.9258 | 0.9939 | 0.9079 | 0.9718 | +| 0.0014 | 2200.0 | 13200 | 0.0653 | 0.9403 | 0.9604 | 0.9781 | 0.9271 | 0.9937 | 0.9086 | 0.9720 | +| 0.0278 | 2203.33 | 13220 | 0.0694 | 0.9399 | 0.9598 | 0.9780 | 0.9254 | 0.9941 | 0.9080 | 0.9718 | +| 0.0226 | 2206.67 | 13240 | 0.0636 | 0.9401 | 0.9608 | 0.9780 | 0.9285 | 0.9932 | 0.9083 | 0.9718 | +| 0.0014 | 2210.0 | 13260 | 0.0639 | 0.9404 | 0.9608 | 0.9781 | 0.9281 | 0.9935 | 0.9088 | 0.9720 | +| 0.0166 | 2213.33 | 13280 | 0.0629 | 0.9405 | 0.9608 | 0.9781 | 0.9280 | 0.9935 | 0.9089 | 0.9720 | +| 0.0077 | 2216.67 | 13300 | 0.0617 | 0.9396 | 0.9608 | 0.9778 | 0.9288 | 0.9929 | 0.9077 | 0.9716 | +| 0.1147 | 2220.0 | 13320 | 0.0673 | 0.9401 | 0.9603 | 0.9780 | 0.9269 | 0.9937 | 0.9083 | 0.9719 | +| 0.1145 | 2223.33 | 13340 | 0.0640 | 0.9404 | 0.9604 | 0.9781 | 0.9268 | 0.9939 | 0.9088 | 0.9720 | +| 0.0227 | 2226.67 | 13360 | 0.0734 | 0.9396 | 0.9595 | 0.9778 | 0.9248 | 0.9942 | 0.9075 | 0.9717 | +| 0.0014 | 2230.0 | 13380 | 0.0669 | 0.9392 | 0.9604 | 0.9776 | 0.9280 | 0.9929 | 0.9070 | 0.9714 | +| 0.0113 | 2233.33 | 13400 | 0.0673 | 0.9398 | 0.9604 | 0.9779 | 0.9275 | 0.9934 | 0.9079 | 0.9717 | +| 0.0075 | 2236.67 | 13420 | 0.0766 | 0.9397 | 0.9596 | 0.9779 | 0.9249 | 0.9942 | 0.9077 | 0.9718 | +| 0.0115 | 2240.0 | 13440 | 0.0681 | 0.9397 | 0.9601 | 0.9779 | 0.9266 | 0.9936 | 0.9078 | 0.9717 | +| 0.0114 | 2243.33 | 13460 | 0.0717 | 0.9399 | 0.9597 | 0.9780 | 0.9252 | 0.9942 | 0.9080 | 0.9718 | +| 0.1143 | 2246.67 | 13480 | 0.0580 | 0.9409 | 0.9616 | 0.9783 | 0.9302 | 0.9931 | 0.9097 | 0.9722 | +| 0.0112 | 2250.0 | 13500 | 0.0697 | 0.9398 | 0.9603 | 0.9779 | 0.9270 | 0.9935 | 0.9079 | 0.9717 | +| 0.0119 | 2253.33 | 13520 | 0.0669 | 0.9398 | 0.9603 | 0.9779 | 0.9271 | 0.9935 | 0.9080 | 0.9717 | +| 0.0112 | 2256.67 | 13540 | 0.0645 | 0.9406 | 0.9604 | 0.9782 | 0.9268 | 0.9940 | 0.9091 | 0.9721 | +| 0.1143 | 2260.0 | 13560 | 0.0645 | 0.9401 | 0.9603 | 0.9780 | 0.9270 | 0.9937 | 0.9084 | 0.9719 | +| 0.0221 | 2263.33 | 13580 | 0.0676 | 0.9400 | 0.9601 | 0.9780 | 0.9263 | 0.9939 | 0.9082 | 0.9719 | +| 0.0221 | 2266.67 | 13600 | 0.0668 | 0.9400 | 0.9606 | 0.9780 | 0.9278 | 0.9934 | 0.9082 | 0.9718 | +| 0.0077 | 2270.0 | 13620 | 0.0661 | 0.9403 | 0.9601 | 0.9781 | 0.9261 | 0.9941 | 0.9086 | 0.9720 | +| 0.0076 | 2273.33 | 13640 | 0.0639 | 0.9398 | 0.9608 | 0.9778 | 0.9286 | 0.9930 | 0.9079 | 0.9717 | +| 0.1141 | 2276.67 | 13660 | 0.0722 | 0.9405 | 0.9600 | 0.9782 | 0.9257 | 0.9943 | 0.9089 | 0.9721 | +| 0.0075 | 2280.0 | 13680 | 0.0683 | 0.9397 | 0.9603 | 0.9779 | 0.9270 | 0.9935 | 0.9078 | 0.9717 | +| 0.0222 | 2283.33 | 13700 | 0.0792 | 0.9403 | 0.9596 | 0.9781 | 0.9247 | 0.9945 | 0.9086 | 0.9721 | +| 0.0014 | 2286.67 | 13720 | 0.0616 | 0.9401 | 0.9617 | 0.9779 | 0.9311 | 0.9923 | 0.9084 | 0.9718 | +| 0.0014 | 2290.0 | 13740 | 0.0671 | 0.9398 | 0.9602 | 0.9779 | 0.9268 | 0.9936 | 0.9079 | 0.9717 | +| 0.0222 | 2293.33 | 13760 | 0.0685 | 0.9397 | 0.9607 | 0.9778 | 0.9284 | 0.9930 | 0.9078 | 0.9716 | +| 0.0276 | 2296.67 | 13780 | 0.0699 | 0.9402 | 0.9599 | 0.9781 | 0.9255 | 0.9942 | 0.9084 | 0.9720 | +| 0.1138 | 2300.0 | 13800 | 0.0660 | 0.9402 | 0.9604 | 0.9781 | 0.9270 | 0.9938 | 0.9085 | 0.9719 | +| 0.0223 | 2303.33 | 13820 | 0.0596 | 0.9408 | 0.9611 | 0.9783 | 0.9288 | 0.9935 | 0.9095 | 0.9722 | +| 0.0015 | 2306.67 | 13840 | 0.0608 | 0.9400 | 0.9607 | 0.9779 | 0.9282 | 0.9932 | 0.9081 | 0.9718 | +| 0.0014 | 2310.0 | 13860 | 0.0647 | 0.9401 | 0.9601 | 0.9780 | 0.9262 | 0.9939 | 0.9083 | 0.9719 | +| 0.1143 | 2313.33 | 13880 | 0.0615 | 0.9408 | 0.9605 | 0.9783 | 0.9269 | 0.9941 | 0.9094 | 0.9722 | +| 0.0076 | 2316.67 | 13900 | 0.0699 | 0.9396 | 0.9601 | 0.9778 | 0.9266 | 0.9936 | 0.9075 | 0.9716 | +| 0.0291 | 2320.0 | 13920 | 0.0639 | 0.9405 | 0.9601 | 0.9782 | 0.9261 | 0.9942 | 0.9088 | 0.9721 | +| 0.0111 | 2323.33 | 13940 | 0.0747 | 0.9397 | 0.9596 | 0.9779 | 0.9250 | 0.9941 | 0.9077 | 0.9718 | +| 0.0273 | 2326.67 | 13960 | 0.0678 | 0.9398 | 0.9602 | 0.9779 | 0.9267 | 0.9936 | 0.9079 | 0.9717 | +| 0.114 | 2330.0 | 13980 | 0.0659 | 0.9398 | 0.9601 | 0.9779 | 0.9266 | 0.9937 | 0.9079 | 0.9717 | +| 0.0272 | 2333.33 | 14000 | 0.0748 | 0.9400 | 0.9596 | 0.9780 | 0.9249 | 0.9943 | 0.9081 | 0.9719 | +| 0.0155 | 2336.67 | 14020 | 0.0659 | 0.9400 | 0.9601 | 0.9780 | 0.9263 | 0.9939 | 0.9082 | 0.9719 | +| 0.0112 | 2340.0 | 14040 | 0.0622 | 0.9400 | 0.9606 | 0.9780 | 0.9278 | 0.9934 | 0.9083 | 0.9718 | +| 0.0014 | 2343.33 | 14060 | 0.0452 | 0.9472 | 0.9680 | 0.9806 | 0.9443 | 0.9917 | 0.9195 | 0.9750 | +| 0.1638 | 2346.67 | 14080 | 0.0961 | 0.9376 | 0.9593 | 0.9770 | 0.9258 | 0.9928 | 0.9046 | 0.9707 | +| 0.1194 | 2350.0 | 14100 | 0.0704 | 0.9390 | 0.9596 | 0.9776 | 0.9256 | 0.9936 | 0.9066 | 0.9713 | +| 0.0084 | 2353.33 | 14120 | 0.0613 | 0.9410 | 0.9612 | 0.9783 | 0.9289 | 0.9935 | 0.9097 | 0.9723 | +| 0.0343 | 2356.67 | 14140 | 0.0730 | 0.9403 | 0.9598 | 0.9781 | 0.9253 | 0.9944 | 0.9086 | 0.9720 | +| 0.0223 | 2360.0 | 14160 | 0.0728 | 0.9396 | 0.9599 | 0.9778 | 0.9261 | 0.9937 | 0.9075 | 0.9716 | +| 0.0075 | 2363.33 | 14180 | 0.0695 | 0.9401 | 0.9602 | 0.9780 | 0.9266 | 0.9938 | 0.9083 | 0.9719 | +| 0.0221 | 2366.67 | 14200 | 0.0750 | 0.9398 | 0.9598 | 0.9779 | 0.9256 | 0.9940 | 0.9078 | 0.9717 | +| 0.0015 | 2370.0 | 14220 | 0.0717 | 0.9381 | 0.9602 | 0.9772 | 0.9280 | 0.9923 | 0.9054 | 0.9708 | +| 0.0017 | 2373.33 | 14240 | 0.0590 | 0.9401 | 0.9614 | 0.9780 | 0.9301 | 0.9927 | 0.9085 | 0.9718 | +| 0.0242 | 2376.67 | 14260 | 0.0634 | 0.9382 | 0.9604 | 0.9772 | 0.9285 | 0.9922 | 0.9055 | 0.9709 | +| 0.0014 | 2380.0 | 14280 | 0.0694 | 0.9392 | 0.9604 | 0.9776 | 0.9279 | 0.9929 | 0.9069 | 0.9714 | +| 0.0111 | 2383.33 | 14300 | 0.0734 | 0.9396 | 0.9596 | 0.9778 | 0.9252 | 0.9940 | 0.9075 | 0.9717 | +| 0.1139 | 2386.67 | 14320 | 0.0603 | 0.9408 | 0.9607 | 0.9783 | 0.9276 | 0.9938 | 0.9093 | 0.9722 | +| 0.0076 | 2390.0 | 14340 | 0.0665 | 0.9400 | 0.9605 | 0.9779 | 0.9276 | 0.9934 | 0.9082 | 0.9718 | +| 0.022 | 2393.33 | 14360 | 0.0758 | 0.9400 | 0.9597 | 0.9780 | 0.9252 | 0.9942 | 0.9081 | 0.9719 | +| 0.0074 | 2396.67 | 14380 | 0.0609 | 0.9400 | 0.9615 | 0.9779 | 0.9305 | 0.9925 | 0.9082 | 0.9717 | +| 0.1145 | 2400.0 | 14400 | 0.0643 | 0.9403 | 0.9607 | 0.9781 | 0.9279 | 0.9935 | 0.9086 | 0.9719 | +| 0.0015 | 2403.33 | 14420 | 0.0619 | 0.9403 | 0.9609 | 0.9781 | 0.9285 | 0.9933 | 0.9086 | 0.9719 | +| 0.0076 | 2406.67 | 14440 | 0.0612 | 0.9406 | 0.9611 | 0.9782 | 0.9288 | 0.9933 | 0.9092 | 0.9721 | +| 0.1154 | 2410.0 | 14460 | 0.0678 | 0.9394 | 0.9603 | 0.9777 | 0.9275 | 0.9932 | 0.9073 | 0.9715 | +| 0.0272 | 2413.33 | 14480 | 0.0730 | 0.9399 | 0.9597 | 0.9780 | 0.9252 | 0.9942 | 0.9080 | 0.9718 | +| 0.0014 | 2416.67 | 14500 | 0.0697 | 0.9396 | 0.9601 | 0.9778 | 0.9267 | 0.9935 | 0.9075 | 0.9716 | +| 0.0075 | 2420.0 | 14520 | 0.0640 | 0.9403 | 0.9608 | 0.9781 | 0.9280 | 0.9935 | 0.9087 | 0.9720 | +| 0.0343 | 2423.33 | 14540 | 0.0717 | 0.9405 | 0.9601 | 0.9782 | 0.9260 | 0.9942 | 0.9088 | 0.9721 | +| 0.0115 | 2426.67 | 14560 | 0.0716 | 0.9406 | 0.9600 | 0.9782 | 0.9256 | 0.9944 | 0.9091 | 0.9722 | +| 0.0111 | 2430.0 | 14580 | 0.0639 | 0.9397 | 0.9605 | 0.9779 | 0.9278 | 0.9932 | 0.9078 | 0.9717 | +| 0.0113 | 2433.33 | 14600 | 0.0716 | 0.9396 | 0.9602 | 0.9778 | 0.9270 | 0.9934 | 0.9076 | 0.9716 | +| 0.0272 | 2436.67 | 14620 | 0.0701 | 0.9400 | 0.9599 | 0.9780 | 0.9257 | 0.9941 | 0.9082 | 0.9719 | +| 0.1135 | 2440.0 | 14640 | 0.0658 | 0.9402 | 0.9607 | 0.9780 | 0.9279 | 0.9934 | 0.9085 | 0.9719 | +| 0.0013 | 2443.33 | 14660 | 0.0586 | 0.9408 | 0.9617 | 0.9782 | 0.9304 | 0.9929 | 0.9095 | 0.9721 | +| 0.0271 | 2446.67 | 14680 | 0.0732 | 0.9401 | 0.9597 | 0.9780 | 0.9252 | 0.9943 | 0.9083 | 0.9719 | +| 0.0143 | 2450.0 | 14700 | 0.0649 | 0.9403 | 0.9606 | 0.9781 | 0.9277 | 0.9936 | 0.9087 | 0.9720 | +| 0.0152 | 2453.33 | 14720 | 0.0640 | 0.9405 | 0.9607 | 0.9782 | 0.9278 | 0.9936 | 0.9090 | 0.9721 | +| 0.0271 | 2456.67 | 14740 | 0.0656 | 0.9406 | 0.9602 | 0.9782 | 0.9263 | 0.9942 | 0.9091 | 0.9721 | +| 0.011 | 2460.0 | 14760 | 0.0649 | 0.9404 | 0.9605 | 0.9781 | 0.9272 | 0.9938 | 0.9088 | 0.9720 | +| 0.0074 | 2463.33 | 14780 | 0.0675 | 0.9399 | 0.9605 | 0.9779 | 0.9278 | 0.9933 | 0.9080 | 0.9717 | +| 0.0271 | 2466.67 | 14800 | 0.0662 | 0.9399 | 0.9603 | 0.9779 | 0.9270 | 0.9936 | 0.9081 | 0.9718 | +| 0.1322 | 2470.0 | 14820 | 0.0658 | 0.9404 | 0.9616 | 0.9781 | 0.9305 | 0.9927 | 0.9089 | 0.9719 | +| 0.011 | 2473.33 | 14840 | 0.0702 | 0.9401 | 0.9607 | 0.9780 | 0.9281 | 0.9933 | 0.9083 | 0.9718 | +| 0.0334 | 2476.67 | 14860 | 0.0728 | 0.9410 | 0.9600 | 0.9784 | 0.9252 | 0.9948 | 0.9097 | 0.9724 | +| 0.1256 | 2480.0 | 14880 | 0.0628 | 0.9408 | 0.9612 | 0.9783 | 0.9291 | 0.9934 | 0.9095 | 0.9722 | +| 0.0073 | 2483.33 | 14900 | 0.0709 | 0.9400 | 0.9600 | 0.9780 | 0.9259 | 0.9940 | 0.9081 | 0.9718 | +| 0.022 | 2486.67 | 14920 | 0.0668 | 0.9398 | 0.9606 | 0.9779 | 0.9281 | 0.9932 | 0.9079 | 0.9717 | +| 0.0219 | 2490.0 | 14940 | 0.0650 | 0.9402 | 0.9605 | 0.9780 | 0.9275 | 0.9936 | 0.9085 | 0.9719 | +| 0.011 | 2493.33 | 14960 | 0.0712 | 0.9396 | 0.9602 | 0.9778 | 0.9269 | 0.9935 | 0.9076 | 0.9716 | +| 0.0219 | 2496.67 | 14980 | 0.0673 | 0.9399 | 0.9604 | 0.9779 | 0.9275 | 0.9934 | 0.9080 | 0.9718 | +| 0.1136 | 2500.0 | 15000 | 0.0613 | 0.9407 | 0.9610 | 0.9782 | 0.9286 | 0.9935 | 0.9093 | 0.9721 | +| 0.1133 | 2503.33 | 15020 | 0.0623 | 0.9407 | 0.9608 | 0.9782 | 0.9280 | 0.9937 | 0.9093 | 0.9722 | +| 0.0331 | 2506.67 | 15040 | 0.0640 | 0.9428 | 0.9616 | 0.9790 | 0.9287 | 0.9945 | 0.9124 | 0.9732 | +| 0.0272 | 2510.0 | 15060 | 0.0645 | 0.9400 | 0.9604 | 0.9780 | 0.9272 | 0.9936 | 0.9082 | 0.9718 | +| 0.0013 | 2513.33 | 15080 | 0.0577 | 0.9414 | 0.9616 | 0.9785 | 0.9296 | 0.9935 | 0.9104 | 0.9725 | +| 0.0013 | 2516.67 | 15100 | 0.0636 | 0.9404 | 0.9610 | 0.9781 | 0.9287 | 0.9933 | 0.9088 | 0.9720 | +| 0.0014 | 2520.0 | 15120 | 0.0637 | 0.9402 | 0.9606 | 0.9780 | 0.9278 | 0.9935 | 0.9086 | 0.9719 | +| 0.0013 | 2523.33 | 15140 | 0.0589 | 0.9411 | 0.9615 | 0.9784 | 0.9298 | 0.9933 | 0.9099 | 0.9723 | +| 0.1133 | 2526.67 | 15160 | 0.0580 | 0.9414 | 0.9617 | 0.9785 | 0.9300 | 0.9934 | 0.9103 | 0.9724 | +| 0.0108 | 2530.0 | 15180 | 0.0660 | 0.9406 | 0.9603 | 0.9782 | 0.9267 | 0.9940 | 0.9090 | 0.9721 | +| 0.0219 | 2533.33 | 15200 | 0.0662 | 0.9405 | 0.9605 | 0.9782 | 0.9271 | 0.9938 | 0.9089 | 0.9721 | +| 0.1207 | 2536.67 | 15220 | 0.0589 | 0.9407 | 0.9614 | 0.9782 | 0.9297 | 0.9931 | 0.9094 | 0.9721 | +| 0.0073 | 2540.0 | 15240 | 0.0668 | 0.9396 | 0.9602 | 0.9778 | 0.9271 | 0.9934 | 0.9076 | 0.9716 | +| 0.0218 | 2543.33 | 15260 | 0.0716 | 0.9404 | 0.9598 | 0.9781 | 0.9250 | 0.9945 | 0.9087 | 0.9721 | +| 0.1133 | 2546.67 | 15280 | 0.0575 | 0.9412 | 0.9614 | 0.9784 | 0.9293 | 0.9935 | 0.9100 | 0.9724 | +| 0.0219 | 2550.0 | 15300 | 0.0656 | 0.9406 | 0.9605 | 0.9782 | 0.9271 | 0.9939 | 0.9091 | 0.9721 | +| 0.0108 | 2553.33 | 15320 | 0.0739 | 0.9398 | 0.9598 | 0.9779 | 0.9257 | 0.9940 | 0.9079 | 0.9718 | +| 0.0222 | 2556.67 | 15340 | 0.0651 | 0.9407 | 0.9604 | 0.9782 | 0.9266 | 0.9941 | 0.9092 | 0.9722 | +| 0.1138 | 2560.0 | 15360 | 0.0644 | 0.9408 | 0.9609 | 0.9782 | 0.9282 | 0.9936 | 0.9094 | 0.9722 | +| 0.0014 | 2563.33 | 15380 | 0.0644 | 0.9398 | 0.9608 | 0.9779 | 0.9287 | 0.9930 | 0.9080 | 0.9717 | +| 0.0072 | 2566.67 | 15400 | 0.0553 | 0.9418 | 0.9624 | 0.9786 | 0.9318 | 0.9930 | 0.9111 | 0.9726 | +| 0.0218 | 2570.0 | 15420 | 0.0659 | 0.9405 | 0.9604 | 0.9782 | 0.9268 | 0.9939 | 0.9089 | 0.9721 | +| 0.1145 | 2573.33 | 15440 | 0.0610 | 0.9406 | 0.9611 | 0.9782 | 0.9289 | 0.9933 | 0.9091 | 0.9721 | +| 0.0072 | 2576.67 | 15460 | 0.0684 | 0.9408 | 0.9606 | 0.9783 | 0.9272 | 0.9940 | 0.9093 | 0.9722 | +| 0.0222 | 2580.0 | 15480 | 0.0674 | 0.9406 | 0.9604 | 0.9782 | 0.9268 | 0.9940 | 0.9091 | 0.9721 | +| 0.0218 | 2583.33 | 15500 | 0.0738 | 0.9402 | 0.9599 | 0.9780 | 0.9256 | 0.9942 | 0.9084 | 0.9719 | +| 0.1132 | 2586.67 | 15520 | 0.0662 | 0.9405 | 0.9603 | 0.9782 | 0.9265 | 0.9941 | 0.9090 | 0.9721 | +| 0.0271 | 2590.0 | 15540 | 0.0697 | 0.9402 | 0.9600 | 0.9781 | 0.9258 | 0.9941 | 0.9084 | 0.9720 | +| 0.0108 | 2593.33 | 15560 | 0.0715 | 0.9404 | 0.9599 | 0.9781 | 0.9255 | 0.9943 | 0.9087 | 0.9721 | +| 0.0273 | 2596.67 | 15580 | 0.0647 | 0.9407 | 0.9604 | 0.9783 | 0.9268 | 0.9941 | 0.9093 | 0.9722 | +| 0.0014 | 2600.0 | 15600 | 0.0701 | 0.9398 | 0.9601 | 0.9779 | 0.9266 | 0.9937 | 0.9079 | 0.9718 | +| 0.0305 | 2603.33 | 15620 | 0.0648 | 0.9401 | 0.9603 | 0.9780 | 0.9269 | 0.9937 | 0.9084 | 0.9719 | +| 0.0222 | 2606.67 | 15640 | 0.0704 | 0.9402 | 0.9600 | 0.9781 | 0.9259 | 0.9941 | 0.9085 | 0.9720 | +| 0.1133 | 2610.0 | 15660 | 0.0637 | 0.9409 | 0.9606 | 0.9783 | 0.9271 | 0.9940 | 0.9095 | 0.9723 | +| 0.0218 | 2613.33 | 15680 | 0.0713 | 0.9405 | 0.9598 | 0.9782 | 0.9252 | 0.9945 | 0.9089 | 0.9721 | +| 0.0073 | 2616.67 | 15700 | 0.0665 | 0.9400 | 0.9608 | 0.9779 | 0.9284 | 0.9931 | 0.9082 | 0.9718 | +| 0.0273 | 2620.0 | 15720 | 0.0706 | 0.9402 | 0.9606 | 0.9780 | 0.9277 | 0.9935 | 0.9084 | 0.9719 | +| 0.0087 | 2623.33 | 15740 | 0.0651 | 0.9402 | 0.9608 | 0.9780 | 0.9284 | 0.9933 | 0.9086 | 0.9719 | +| 0.1133 | 2626.67 | 15760 | 0.0695 | 0.9404 | 0.9601 | 0.9781 | 0.9261 | 0.9942 | 0.9088 | 0.9721 | +| 0.0218 | 2630.0 | 15780 | 0.0658 | 0.9406 | 0.9610 | 0.9782 | 0.9285 | 0.9935 | 0.9092 | 0.9721 | +| 0.1131 | 2633.33 | 15800 | 0.0618 | 0.9408 | 0.9612 | 0.9783 | 0.9291 | 0.9934 | 0.9095 | 0.9722 | +| 0.0219 | 2636.67 | 15820 | 0.0665 | 0.9405 | 0.9608 | 0.9781 | 0.9280 | 0.9935 | 0.9089 | 0.9720 | +| 0.0073 | 2640.0 | 15840 | 0.0699 | 0.9405 | 0.9600 | 0.9782 | 0.9258 | 0.9943 | 0.9089 | 0.9721 | +| 0.0219 | 2643.33 | 15860 | 0.0628 | 0.9413 | 0.9610 | 0.9785 | 0.9282 | 0.9939 | 0.9102 | 0.9724 | +| 0.0108 | 2646.67 | 15880 | 0.0607 | 0.9410 | 0.9614 | 0.9783 | 0.9295 | 0.9933 | 0.9098 | 0.9723 | +| 0.0072 | 2650.0 | 15900 | 0.0653 | 0.9405 | 0.9607 | 0.9781 | 0.9277 | 0.9936 | 0.9089 | 0.9720 | +| 0.0218 | 2653.33 | 15920 | 0.0702 | 0.9403 | 0.9603 | 0.9781 | 0.9267 | 0.9939 | 0.9087 | 0.9720 | +| 0.0013 | 2656.67 | 15940 | 0.0680 | 0.9410 | 0.9603 | 0.9784 | 0.9262 | 0.9944 | 0.9096 | 0.9723 | +| 0.113 | 2660.0 | 15960 | 0.0646 | 0.9407 | 0.9607 | 0.9782 | 0.9275 | 0.9938 | 0.9092 | 0.9722 | +| 0.0269 | 2663.33 | 15980 | 0.0699 | 0.9406 | 0.9601 | 0.9782 | 0.9258 | 0.9943 | 0.9090 | 0.9722 | +| 0.0234 | 2666.67 | 16000 | 0.0638 | 0.9405 | 0.9609 | 0.9781 | 0.9283 | 0.9934 | 0.9089 | 0.9720 | +| 0.1179 | 2670.0 | 16020 | 0.0754 | 0.9391 | 0.9600 | 0.9776 | 0.9268 | 0.9933 | 0.9069 | 0.9714 | +| 0.011 | 2673.33 | 16040 | 0.0740 | 0.9396 | 0.9602 | 0.9778 | 0.9269 | 0.9935 | 0.9076 | 0.9716 | +| 0.0013 | 2676.67 | 16060 | 0.0598 | 0.9411 | 0.9619 | 0.9783 | 0.9308 | 0.9930 | 0.9100 | 0.9723 | +| 0.0107 | 2680.0 | 16080 | 0.0618 | 0.9406 | 0.9608 | 0.9782 | 0.9279 | 0.9936 | 0.9091 | 0.9721 | +| 0.0269 | 2683.33 | 16100 | 0.0745 | 0.9404 | 0.9599 | 0.9781 | 0.9255 | 0.9943 | 0.9087 | 0.9720 | +| 0.0013 | 2686.67 | 16120 | 0.0717 | 0.9404 | 0.9599 | 0.9782 | 0.9253 | 0.9944 | 0.9087 | 0.9721 | +| 0.1179 | 2690.0 | 16140 | 0.0636 | 0.9408 | 0.9607 | 0.9783 | 0.9275 | 0.9939 | 0.9094 | 0.9722 | +| 0.0269 | 2693.33 | 16160 | 0.0675 | 0.9405 | 0.9604 | 0.9782 | 0.9270 | 0.9939 | 0.9089 | 0.9721 | +| 0.0273 | 2696.67 | 16180 | 0.0676 | 0.9409 | 0.9603 | 0.9783 | 0.9262 | 0.9944 | 0.9095 | 0.9723 | +| 0.0109 | 2700.0 | 16200 | 0.0631 | 0.9407 | 0.9609 | 0.9782 | 0.9283 | 0.9936 | 0.9093 | 0.9722 | +| 0.0013 | 2703.33 | 16220 | 0.0655 | 0.9400 | 0.9608 | 0.9779 | 0.9285 | 0.9932 | 0.9083 | 0.9718 | +| 0.0108 | 2706.67 | 16240 | 0.0545 | 0.9430 | 0.9632 | 0.9790 | 0.9334 | 0.9931 | 0.9128 | 0.9731 | +| 0.0271 | 2710.0 | 16260 | 0.0652 | 0.9405 | 0.9606 | 0.9781 | 0.9275 | 0.9937 | 0.9089 | 0.9720 | +| 0.0107 | 2713.33 | 16280 | 0.0642 | 0.9400 | 0.9609 | 0.9779 | 0.9287 | 0.9931 | 0.9083 | 0.9718 | +| 0.0219 | 2716.67 | 16300 | 0.0675 | 0.9405 | 0.9607 | 0.9781 | 0.9277 | 0.9936 | 0.9089 | 0.9720 | +| 0.0269 | 2720.0 | 16320 | 0.0645 | 0.9407 | 0.9606 | 0.9782 | 0.9274 | 0.9938 | 0.9092 | 0.9721 | +| 0.0217 | 2723.33 | 16340 | 0.0716 | 0.9403 | 0.9600 | 0.9781 | 0.9260 | 0.9941 | 0.9086 | 0.9720 | +| 0.0233 | 2726.67 | 16360 | 0.0699 | 0.9405 | 0.9603 | 0.9782 | 0.9265 | 0.9941 | 0.9090 | 0.9721 | +| 0.1134 | 2730.0 | 16380 | 0.0602 | 0.9411 | 0.9609 | 0.9784 | 0.9279 | 0.9939 | 0.9098 | 0.9723 | +| 0.0106 | 2733.33 | 16400 | 0.0588 | 0.9410 | 0.9619 | 0.9783 | 0.9310 | 0.9928 | 0.9098 | 0.9722 | +| 0.1134 | 2736.67 | 16420 | 0.0620 | 0.9408 | 0.9610 | 0.9782 | 0.9286 | 0.9935 | 0.9094 | 0.9722 | +| 0.0013 | 2740.0 | 16440 | 0.0626 | 0.9408 | 0.9614 | 0.9782 | 0.9297 | 0.9932 | 0.9094 | 0.9721 | +| 0.0073 | 2743.33 | 16460 | 0.0667 | 0.9406 | 0.9603 | 0.9782 | 0.9265 | 0.9941 | 0.9091 | 0.9722 | +| 0.0269 | 2746.67 | 16480 | 0.0627 | 0.9411 | 0.9610 | 0.9784 | 0.9282 | 0.9938 | 0.9098 | 0.9723 | +| 0.0013 | 2750.0 | 16500 | 0.0581 | 0.9416 | 0.9623 | 0.9785 | 0.9316 | 0.9929 | 0.9107 | 0.9725 | +| 0.1129 | 2753.33 | 16520 | 0.0590 | 0.9415 | 0.9615 | 0.9785 | 0.9295 | 0.9936 | 0.9104 | 0.9725 | +| 0.0269 | 2756.67 | 16540 | 0.0651 | 0.9410 | 0.9605 | 0.9784 | 0.9269 | 0.9942 | 0.9096 | 0.9723 | +| 0.0013 | 2760.0 | 16560 | 0.0642 | 0.9406 | 0.9608 | 0.9782 | 0.9281 | 0.9936 | 0.9092 | 0.9721 | +| 0.0269 | 2763.33 | 16580 | 0.0675 | 0.9408 | 0.9603 | 0.9783 | 0.9265 | 0.9942 | 0.9093 | 0.9722 | +| 0.0106 | 2766.67 | 16600 | 0.0589 | 0.9417 | 0.9625 | 0.9785 | 0.9323 | 0.9928 | 0.9109 | 0.9725 | +| 0.0109 | 2770.0 | 16620 | 0.0656 | 0.9400 | 0.9607 | 0.9780 | 0.9281 | 0.9933 | 0.9083 | 0.9718 | +| 0.027 | 2773.33 | 16640 | 0.0730 | 0.9402 | 0.9600 | 0.9780 | 0.9260 | 0.9941 | 0.9084 | 0.9719 | +| 0.0072 | 2776.67 | 16660 | 0.0677 | 0.9410 | 0.9605 | 0.9784 | 0.9268 | 0.9942 | 0.9097 | 0.9723 | +| 0.0013 | 2780.0 | 16680 | 0.0649 | 0.9406 | 0.9609 | 0.9782 | 0.9283 | 0.9935 | 0.9091 | 0.9721 | +| 0.1129 | 2783.33 | 16700 | 0.0611 | 0.9409 | 0.9614 | 0.9783 | 0.9295 | 0.9933 | 0.9097 | 0.9722 | +| 0.0269 | 2786.67 | 16720 | 0.0611 | 0.9408 | 0.9617 | 0.9782 | 0.9306 | 0.9929 | 0.9095 | 0.9721 | +| 0.0106 | 2790.0 | 16740 | 0.0642 | 0.9402 | 0.9611 | 0.9780 | 0.9291 | 0.9930 | 0.9086 | 0.9719 | +| 0.1129 | 2793.33 | 16760 | 0.0628 | 0.9410 | 0.9613 | 0.9783 | 0.9292 | 0.9934 | 0.9097 | 0.9723 | +| 0.0014 | 2796.67 | 16780 | 0.0626 | 0.9406 | 0.9612 | 0.9782 | 0.9291 | 0.9932 | 0.9091 | 0.9721 | +| 0.0014 | 2800.0 | 16800 | 0.0627 | 0.9410 | 0.9612 | 0.9783 | 0.9288 | 0.9936 | 0.9098 | 0.9723 | +| 0.0073 | 2803.33 | 16820 | 0.0664 | 0.9405 | 0.9603 | 0.9782 | 0.9267 | 0.9940 | 0.9089 | 0.9721 | +| 0.1128 | 2806.67 | 16840 | 0.0586 | 0.9412 | 0.9619 | 0.9784 | 0.9309 | 0.9930 | 0.9101 | 0.9723 | +| 0.0072 | 2810.0 | 16860 | 0.0635 | 0.9408 | 0.9618 | 0.9782 | 0.9307 | 0.9928 | 0.9094 | 0.9721 | +| 0.0073 | 2813.33 | 16880 | 0.0602 | 0.9410 | 0.9616 | 0.9783 | 0.9302 | 0.9931 | 0.9098 | 0.9723 | +| 0.0217 | 2816.67 | 16900 | 0.0618 | 0.9406 | 0.9614 | 0.9782 | 0.9297 | 0.9930 | 0.9091 | 0.9720 | +| 0.022 | 2820.0 | 16920 | 0.0655 | 0.9401 | 0.9604 | 0.9780 | 0.9273 | 0.9936 | 0.9083 | 0.9719 | +| 0.0136 | 2823.33 | 16940 | 0.0648 | 0.9404 | 0.9609 | 0.9781 | 0.9285 | 0.9933 | 0.9088 | 0.9720 | +| 0.0013 | 2826.67 | 16960 | 0.0663 | 0.9405 | 0.9607 | 0.9781 | 0.9278 | 0.9936 | 0.9089 | 0.9720 | +| 0.0234 | 2830.0 | 16980 | 0.0668 | 0.9406 | 0.9607 | 0.9782 | 0.9277 | 0.9937 | 0.9091 | 0.9721 | +| 0.0102 | 2833.33 | 17000 | 0.0669 | 0.9403 | 0.9608 | 0.9780 | 0.9283 | 0.9933 | 0.9086 | 0.9719 | +| 0.0217 | 2836.67 | 17020 | 0.0651 | 0.9409 | 0.9609 | 0.9783 | 0.9280 | 0.9937 | 0.9095 | 0.9722 | +| 0.0071 | 2840.0 | 17040 | 0.0643 | 0.9413 | 0.9613 | 0.9784 | 0.9290 | 0.9937 | 0.9102 | 0.9724 | +| 0.0269 | 2843.33 | 17060 | 0.0589 | 0.9421 | 0.9615 | 0.9788 | 0.9288 | 0.9941 | 0.9114 | 0.9728 | +| 0.0216 | 2846.67 | 17080 | 0.0619 | 0.9413 | 0.9615 | 0.9784 | 0.9295 | 0.9935 | 0.9102 | 0.9724 | +| 0.0268 | 2850.0 | 17100 | 0.0644 | 0.9409 | 0.9610 | 0.9783 | 0.9282 | 0.9937 | 0.9096 | 0.9723 | +| 0.0216 | 2853.33 | 17120 | 0.0656 | 0.9407 | 0.9606 | 0.9782 | 0.9273 | 0.9939 | 0.9093 | 0.9722 | +| 0.0015 | 2856.67 | 17140 | 0.0656 | 0.9405 | 0.9608 | 0.9781 | 0.9282 | 0.9935 | 0.9089 | 0.9720 | +| 0.0072 | 2860.0 | 17160 | 0.0641 | 0.9408 | 0.9608 | 0.9783 | 0.9278 | 0.9938 | 0.9094 | 0.9722 | +| 0.0071 | 2863.33 | 17180 | 0.0624 | 0.9406 | 0.9614 | 0.9782 | 0.9298 | 0.9930 | 0.9091 | 0.9720 | +| 0.027 | 2866.67 | 17200 | 0.0608 | 0.9415 | 0.9617 | 0.9785 | 0.9300 | 0.9934 | 0.9104 | 0.9725 | +| 0.0272 | 2870.0 | 17220 | 0.0654 | 0.9407 | 0.9608 | 0.9782 | 0.9279 | 0.9937 | 0.9093 | 0.9722 | +| 0.1139 | 2873.33 | 17240 | 0.0590 | 0.9412 | 0.9618 | 0.9784 | 0.9306 | 0.9931 | 0.9101 | 0.9723 | +| 0.0268 | 2876.67 | 17260 | 0.0666 | 0.9409 | 0.9603 | 0.9783 | 0.9264 | 0.9943 | 0.9095 | 0.9723 | +| 0.1126 | 2880.0 | 17280 | 0.0635 | 0.9407 | 0.9609 | 0.9782 | 0.9281 | 0.9936 | 0.9093 | 0.9721 | +| 0.0218 | 2883.33 | 17300 | 0.0603 | 0.9412 | 0.9614 | 0.9784 | 0.9294 | 0.9935 | 0.9100 | 0.9724 | +| 0.0071 | 2886.67 | 17320 | 0.0623 | 0.9403 | 0.9613 | 0.9780 | 0.9297 | 0.9929 | 0.9087 | 0.9719 | +| 0.0013 | 2890.0 | 17340 | 0.0590 | 0.9417 | 0.9616 | 0.9786 | 0.9294 | 0.9937 | 0.9108 | 0.9726 | +| 0.0269 | 2893.33 | 17360 | 0.0637 | 0.9413 | 0.9607 | 0.9785 | 0.9271 | 0.9943 | 0.9101 | 0.9725 | +| 0.113 | 2896.67 | 17380 | 0.0668 | 0.9411 | 0.9602 | 0.9784 | 0.9259 | 0.9945 | 0.9097 | 0.9724 | +| 0.1133 | 2900.0 | 17400 | 0.0632 | 0.9411 | 0.9611 | 0.9784 | 0.9284 | 0.9937 | 0.9099 | 0.9723 | +| 0.0013 | 2903.33 | 17420 | 0.0540 | 0.9428 | 0.9634 | 0.9790 | 0.9339 | 0.9928 | 0.9126 | 0.9731 | +| 0.0076 | 2906.67 | 17440 | 0.0617 | 0.9412 | 0.9613 | 0.9784 | 0.9292 | 0.9935 | 0.9100 | 0.9724 | +| 0.0013 | 2910.0 | 17460 | 0.0633 | 0.9406 | 0.9613 | 0.9782 | 0.9295 | 0.9931 | 0.9092 | 0.9721 | +| 0.0267 | 2913.33 | 17480 | 0.0707 | 0.9407 | 0.9600 | 0.9783 | 0.9257 | 0.9944 | 0.9092 | 0.9722 | +| 0.0271 | 2916.67 | 17500 | 0.0590 | 0.9417 | 0.9613 | 0.9786 | 0.9286 | 0.9940 | 0.9108 | 0.9727 | +| 0.0276 | 2920.0 | 17520 | 0.0671 | 0.9394 | 0.9599 | 0.9777 | 0.9262 | 0.9936 | 0.9072 | 0.9715 | +| 0.1134 | 2923.33 | 17540 | 0.0598 | 0.9416 | 0.9618 | 0.9786 | 0.9303 | 0.9934 | 0.9107 | 0.9725 | +| 0.0105 | 2926.67 | 17560 | 0.0649 | 0.9409 | 0.9609 | 0.9783 | 0.9282 | 0.9937 | 0.9096 | 0.9722 | +| 0.1126 | 2930.0 | 17580 | 0.0616 | 0.9412 | 0.9610 | 0.9784 | 0.9282 | 0.9938 | 0.9100 | 0.9724 | +| 0.0115 | 2933.33 | 17600 | 0.0587 | 0.9416 | 0.9616 | 0.9786 | 0.9296 | 0.9936 | 0.9106 | 0.9726 | +| 0.0013 | 2936.67 | 17620 | 0.0560 | 0.9422 | 0.9625 | 0.9787 | 0.9320 | 0.9931 | 0.9116 | 0.9728 | +| 0.1125 | 2940.0 | 17640 | 0.0633 | 0.9412 | 0.9612 | 0.9784 | 0.9287 | 0.9937 | 0.9100 | 0.9724 | +| 0.1127 | 2943.33 | 17660 | 0.0624 | 0.9414 | 0.9608 | 0.9785 | 0.9273 | 0.9943 | 0.9103 | 0.9725 | +| 0.0013 | 2946.67 | 17680 | 0.0593 | 0.9419 | 0.9617 | 0.9787 | 0.9296 | 0.9937 | 0.9110 | 0.9727 | +| 0.0177 | 2950.0 | 17700 | 0.0674 | 0.9414 | 0.9610 | 0.9785 | 0.9280 | 0.9940 | 0.9104 | 0.9725 | +| 0.0216 | 2953.33 | 17720 | 0.0690 | 0.9407 | 0.9605 | 0.9782 | 0.9269 | 0.9940 | 0.9092 | 0.9722 | +| 0.0105 | 2956.67 | 17740 | 0.0651 | 0.9407 | 0.9609 | 0.9782 | 0.9281 | 0.9937 | 0.9093 | 0.9722 | +| 0.0266 | 2960.0 | 17760 | 0.0670 | 0.9409 | 0.9606 | 0.9783 | 0.9273 | 0.9940 | 0.9095 | 0.9723 | +| 0.1135 | 2963.33 | 17780 | 0.0543 | 0.9432 | 0.9632 | 0.9791 | 0.9332 | 0.9932 | 0.9131 | 0.9732 | +| 0.0013 | 2966.67 | 17800 | 0.0632 | 0.9409 | 0.9609 | 0.9783 | 0.9281 | 0.9937 | 0.9096 | 0.9722 | +| 0.0013 | 2970.0 | 17820 | 0.0645 | 0.9408 | 0.9612 | 0.9782 | 0.9292 | 0.9933 | 0.9094 | 0.9721 | +| 0.0071 | 2973.33 | 17840 | 0.0689 | 0.9406 | 0.9602 | 0.9782 | 0.9261 | 0.9942 | 0.9091 | 0.9722 | +| 0.0267 | 2976.67 | 17860 | 0.0644 | 0.9409 | 0.9607 | 0.9783 | 0.9274 | 0.9940 | 0.9096 | 0.9723 | +| 0.0013 | 2980.0 | 17880 | 0.0639 | 0.9407 | 0.9611 | 0.9782 | 0.9286 | 0.9935 | 0.9093 | 0.9722 | +| 0.0234 | 2983.33 | 17900 | 0.0677 | 0.9408 | 0.9606 | 0.9783 | 0.9272 | 0.9940 | 0.9093 | 0.9722 | +| 0.1126 | 2986.67 | 17920 | 0.0720 | 0.9414 | 0.9599 | 0.9786 | 0.9247 | 0.9951 | 0.9102 | 0.9726 | +| 0.022 | 2990.0 | 17940 | 0.0667 | 0.9402 | 0.9605 | 0.9780 | 0.9274 | 0.9936 | 0.9085 | 0.9719 | +| 0.0268 | 2993.33 | 17960 | 0.0585 | 0.9417 | 0.9612 | 0.9786 | 0.9282 | 0.9941 | 0.9108 | 0.9727 | +| 0.0013 | 2996.67 | 17980 | 0.0621 | 0.9406 | 0.9612 | 0.9782 | 0.9291 | 0.9932 | 0.9091 | 0.9721 | +| 0.1125 | 3000.0 | 18000 | 0.0633 | 0.9406 | 0.9609 | 0.9782 | 0.9284 | 0.9935 | 0.9092 | 0.9721 | +| 0.0272 | 3003.33 | 18020 | 0.0666 | 0.9402 | 0.9610 | 0.9780 | 0.9289 | 0.9931 | 0.9086 | 0.9719 | +| 0.0216 | 3006.67 | 18040 | 0.0743 | 0.9405 | 0.9601 | 0.9782 | 0.9258 | 0.9943 | 0.9089 | 0.9721 | +| 0.1124 | 3010.0 | 18060 | 0.0606 | 0.9404 | 0.9621 | 0.9781 | 0.9321 | 0.9922 | 0.9090 | 0.9719 | +| 0.0266 | 3013.33 | 18080 | 0.0712 | 0.9406 | 0.9602 | 0.9782 | 0.9261 | 0.9942 | 0.9090 | 0.9721 | +| 0.0013 | 3016.67 | 18100 | 0.0589 | 0.9413 | 0.9617 | 0.9784 | 0.9301 | 0.9933 | 0.9102 | 0.9724 | +| 0.0266 | 3020.0 | 18120 | 0.0644 | 0.9409 | 0.9608 | 0.9783 | 0.9276 | 0.9939 | 0.9095 | 0.9723 | +| 0.0013 | 3023.33 | 18140 | 0.0599 | 0.9415 | 0.9618 | 0.9785 | 0.9301 | 0.9934 | 0.9105 | 0.9725 | +| 0.0108 | 3026.67 | 18160 | 0.0627 | 0.9412 | 0.9616 | 0.9784 | 0.9300 | 0.9933 | 0.9100 | 0.9723 | +| 0.0109 | 3030.0 | 18180 | 0.0639 | 0.9403 | 0.9607 | 0.9781 | 0.9280 | 0.9934 | 0.9086 | 0.9719 | +| 0.0267 | 3033.33 | 18200 | 0.0623 | 0.9417 | 0.9615 | 0.9786 | 0.9292 | 0.9938 | 0.9107 | 0.9726 | +| 0.1126 | 3036.67 | 18220 | 0.0588 | 0.9417 | 0.9618 | 0.9786 | 0.9301 | 0.9935 | 0.9108 | 0.9726 | +| 0.0013 | 3040.0 | 18240 | 0.0630 | 0.9409 | 0.9611 | 0.9783 | 0.9288 | 0.9935 | 0.9095 | 0.9722 | +| 0.0013 | 3043.33 | 18260 | 0.0617 | 0.9409 | 0.9615 | 0.9783 | 0.9298 | 0.9932 | 0.9097 | 0.9722 | +| 0.0215 | 3046.67 | 18280 | 0.0747 | 0.9402 | 0.9601 | 0.9781 | 0.9262 | 0.9940 | 0.9085 | 0.9720 | +| 0.0106 | 3050.0 | 18300 | 0.0679 | 0.9398 | 0.9607 | 0.9779 | 0.9283 | 0.9931 | 0.9079 | 0.9717 | +| 0.1129 | 3053.33 | 18320 | 0.0622 | 0.9411 | 0.9610 | 0.9784 | 0.9281 | 0.9939 | 0.9099 | 0.9724 | +| 0.0104 | 3056.67 | 18340 | 0.0636 | 0.9409 | 0.9609 | 0.9783 | 0.9281 | 0.9937 | 0.9095 | 0.9722 | +| 0.0013 | 3060.0 | 18360 | 0.0616 | 0.9416 | 0.9612 | 0.9786 | 0.9283 | 0.9940 | 0.9106 | 0.9726 | +| 0.0217 | 3063.33 | 18380 | 0.0654 | 0.9404 | 0.9609 | 0.9781 | 0.9285 | 0.9934 | 0.9089 | 0.9720 | +| 0.007 | 3066.67 | 18400 | 0.0693 | 0.9403 | 0.9610 | 0.9781 | 0.9289 | 0.9932 | 0.9087 | 0.9719 | +| 0.1128 | 3070.0 | 18420 | 0.0619 | 0.9411 | 0.9611 | 0.9784 | 0.9285 | 0.9937 | 0.9099 | 0.9724 | +| 0.0107 | 3073.33 | 18440 | 0.0640 | 0.9400 | 0.9610 | 0.9779 | 0.9292 | 0.9929 | 0.9082 | 0.9717 | +| 0.027 | 3076.67 | 18460 | 0.0668 | 0.9406 | 0.9606 | 0.9782 | 0.9274 | 0.9938 | 0.9091 | 0.9721 | +| 0.0071 | 3080.0 | 18480 | 0.0650 | 0.9409 | 0.9608 | 0.9783 | 0.9279 | 0.9938 | 0.9096 | 0.9723 | +| 0.0215 | 3083.33 | 18500 | 0.0701 | 0.9411 | 0.9605 | 0.9784 | 0.9266 | 0.9943 | 0.9098 | 0.9724 | +| 0.0216 | 3086.67 | 18520 | 0.0629 | 0.9414 | 0.9612 | 0.9785 | 0.9286 | 0.9938 | 0.9103 | 0.9725 | +| 0.0072 | 3090.0 | 18540 | 0.0664 | 0.9409 | 0.9607 | 0.9783 | 0.9276 | 0.9939 | 0.9096 | 0.9723 | +| 0.0072 | 3093.33 | 18560 | 0.0631 | 0.9408 | 0.9616 | 0.9782 | 0.9303 | 0.9930 | 0.9095 | 0.9721 | +| 0.0105 | 3096.67 | 18580 | 0.0670 | 0.9406 | 0.9608 | 0.9782 | 0.9279 | 0.9936 | 0.9090 | 0.9721 | +| 0.0268 | 3100.0 | 18600 | 0.0655 | 0.9406 | 0.9609 | 0.9782 | 0.9282 | 0.9936 | 0.9091 | 0.9721 | +| 0.1121 | 3103.33 | 18620 | 0.0588 | 0.9422 | 0.9620 | 0.9788 | 0.9303 | 0.9937 | 0.9115 | 0.9728 | +| 0.0104 | 3106.67 | 18640 | 0.0616 | 0.9408 | 0.9618 | 0.9782 | 0.9309 | 0.9928 | 0.9095 | 0.9721 | +| 0.1121 | 3110.0 | 18660 | 0.0626 | 0.9408 | 0.9616 | 0.9782 | 0.9303 | 0.9930 | 0.9095 | 0.9721 | +| 0.1177 | 3113.33 | 18680 | 0.0612 | 0.9414 | 0.9609 | 0.9785 | 0.9278 | 0.9941 | 0.9102 | 0.9725 | +| 0.0013 | 3116.67 | 18700 | 0.0624 | 0.9407 | 0.9614 | 0.9782 | 0.9298 | 0.9931 | 0.9093 | 0.9721 | +| 0.007 | 3120.0 | 18720 | 0.0681 | 0.9404 | 0.9607 | 0.9781 | 0.9278 | 0.9936 | 0.9088 | 0.9720 | +| 0.0105 | 3123.33 | 18740 | 0.0664 | 0.9405 | 0.9610 | 0.9781 | 0.9286 | 0.9933 | 0.9089 | 0.9720 | +| 0.0106 | 3126.67 | 18760 | 0.0636 | 0.9412 | 0.9613 | 0.9784 | 0.9290 | 0.9936 | 0.9101 | 0.9724 | +| 0.0266 | 3130.0 | 18780 | 0.0692 | 0.9405 | 0.9605 | 0.9782 | 0.9273 | 0.9938 | 0.9089 | 0.9721 | +| 0.0214 | 3133.33 | 18800 | 0.0681 | 0.9405 | 0.9606 | 0.9782 | 0.9276 | 0.9937 | 0.9089 | 0.9721 | +| 0.0105 | 3136.67 | 18820 | 0.0656 | 0.9408 | 0.9607 | 0.9783 | 0.9274 | 0.9939 | 0.9094 | 0.9722 | +| 0.007 | 3140.0 | 18840 | 0.0639 | 0.9410 | 0.9609 | 0.9784 | 0.9278 | 0.9939 | 0.9097 | 0.9723 | +| 0.0013 | 3143.33 | 18860 | 0.0554 | 0.9418 | 0.9623 | 0.9786 | 0.9314 | 0.9931 | 0.9110 | 0.9726 | +| 0.0016 | 3146.67 | 18880 | 0.0705 | 0.9405 | 0.9604 | 0.9782 | 0.9269 | 0.9939 | 0.9089 | 0.9721 | +| 0.1124 | 3150.0 | 18900 | 0.0644 | 0.9407 | 0.9610 | 0.9782 | 0.9284 | 0.9935 | 0.9092 | 0.9721 | +| 0.0268 | 3153.33 | 18920 | 0.0636 | 0.9411 | 0.9610 | 0.9784 | 0.9282 | 0.9938 | 0.9098 | 0.9723 | +| 0.0269 | 3156.67 | 18940 | 0.0687 | 0.9404 | 0.9602 | 0.9781 | 0.9263 | 0.9940 | 0.9087 | 0.9720 | +| 0.1182 | 3160.0 | 18960 | 0.0589 | 0.9416 | 0.9620 | 0.9785 | 0.9309 | 0.9932 | 0.9106 | 0.9725 | +| 0.0215 | 3163.33 | 18980 | 0.0640 | 0.9410 | 0.9614 | 0.9783 | 0.9294 | 0.9934 | 0.9098 | 0.9723 | +| 0.0265 | 3166.67 | 19000 | 0.0656 | 0.9410 | 0.9609 | 0.9784 | 0.9280 | 0.9938 | 0.9098 | 0.9723 | +| 0.0014 | 3170.0 | 19020 | 0.0576 | 0.9417 | 0.9617 | 0.9786 | 0.9299 | 0.9936 | 0.9109 | 0.9726 | +| 0.1185 | 3173.33 | 19040 | 0.0542 | 0.9427 | 0.9628 | 0.9790 | 0.9322 | 0.9934 | 0.9124 | 0.9731 | +| 0.0229 | 3176.67 | 19060 | 0.0623 | 0.9407 | 0.9607 | 0.9782 | 0.9275 | 0.9938 | 0.9093 | 0.9722 | +| 0.0215 | 3180.0 | 19080 | 0.0616 | 0.9403 | 0.9613 | 0.9781 | 0.9296 | 0.9930 | 0.9087 | 0.9719 | +| 0.0202 | 3183.33 | 19100 | 0.0734 | 0.9406 | 0.9608 | 0.9782 | 0.9279 | 0.9936 | 0.9090 | 0.9721 | +| 0.0215 | 3186.67 | 19120 | 0.0677 | 0.9407 | 0.9604 | 0.9782 | 0.9268 | 0.9940 | 0.9092 | 0.9722 | +| 0.0266 | 3190.0 | 19140 | 0.0645 | 0.9410 | 0.9609 | 0.9783 | 0.9281 | 0.9938 | 0.9097 | 0.9723 | +| 0.1176 | 3193.33 | 19160 | 0.0519 | 0.9432 | 0.9651 | 0.9790 | 0.9387 | 0.9914 | 0.9132 | 0.9731 | +| 0.0215 | 3196.67 | 19180 | 0.0634 | 0.9406 | 0.9610 | 0.9782 | 0.9287 | 0.9934 | 0.9091 | 0.9721 | +| 0.0013 | 3200.0 | 19200 | 0.0607 | 0.9414 | 0.9616 | 0.9785 | 0.9298 | 0.9934 | 0.9104 | 0.9725 | +| 0.0091 | 3203.33 | 19220 | 0.0638 | 0.9410 | 0.9610 | 0.9783 | 0.9284 | 0.9937 | 0.9097 | 0.9723 | +| 0.112 | 3206.67 | 19240 | 0.0608 | 0.9413 | 0.9614 | 0.9784 | 0.9291 | 0.9936 | 0.9102 | 0.9724 | +| 0.0071 | 3210.0 | 19260 | 0.0667 | 0.9407 | 0.9609 | 0.9782 | 0.9283 | 0.9935 | 0.9092 | 0.9721 | +| 0.0013 | 3213.33 | 19280 | 0.0559 | 0.9422 | 0.9628 | 0.9788 | 0.9326 | 0.9930 | 0.9117 | 0.9728 | +| 0.0103 | 3216.67 | 19300 | 0.0621 | 0.9414 | 0.9613 | 0.9785 | 0.9287 | 0.9938 | 0.9104 | 0.9725 | +| 0.0069 | 3220.0 | 19320 | 0.0635 | 0.9409 | 0.9612 | 0.9783 | 0.9290 | 0.9934 | 0.9095 | 0.9722 | +| 0.0069 | 3223.33 | 19340 | 0.0675 | 0.9408 | 0.9607 | 0.9783 | 0.9275 | 0.9939 | 0.9095 | 0.9722 | +| 0.1124 | 3226.67 | 19360 | 0.0586 | 0.9419 | 0.9619 | 0.9787 | 0.9303 | 0.9935 | 0.9111 | 0.9727 | +| 0.1123 | 3230.0 | 19380 | 0.0652 | 0.9410 | 0.9610 | 0.9783 | 0.9284 | 0.9937 | 0.9097 | 0.9723 | +| 0.0271 | 3233.33 | 19400 | 0.0599 | 0.9415 | 0.9613 | 0.9785 | 0.9289 | 0.9938 | 0.9105 | 0.9725 | +| 0.0102 | 3236.67 | 19420 | 0.0683 | 0.9410 | 0.9604 | 0.9784 | 0.9266 | 0.9943 | 0.9097 | 0.9724 | +| 0.0069 | 3240.0 | 19440 | 0.0621 | 0.9416 | 0.9614 | 0.9786 | 0.9289 | 0.9938 | 0.9107 | 0.9726 | +| 0.0265 | 3243.33 | 19460 | 0.0704 | 0.9411 | 0.9604 | 0.9784 | 0.9264 | 0.9944 | 0.9097 | 0.9724 | +| 0.0102 | 3246.67 | 19480 | 0.0601 | 0.9411 | 0.9615 | 0.9784 | 0.9297 | 0.9933 | 0.9099 | 0.9723 | +| 0.1121 | 3250.0 | 19500 | 0.0577 | 0.9416 | 0.9615 | 0.9785 | 0.9294 | 0.9937 | 0.9106 | 0.9725 | +| 0.0013 | 3253.33 | 19520 | 0.0534 | 0.9432 | 0.9631 | 0.9791 | 0.9329 | 0.9933 | 0.9131 | 0.9733 | +| 0.0074 | 3256.67 | 19540 | 0.0584 | 0.9420 | 0.9618 | 0.9787 | 0.9300 | 0.9937 | 0.9113 | 0.9728 | +| 0.0013 | 3260.0 | 19560 | 0.0622 | 0.9413 | 0.9613 | 0.9784 | 0.9291 | 0.9936 | 0.9102 | 0.9724 | +| 0.112 | 3263.33 | 19580 | 0.0622 | 0.9414 | 0.9614 | 0.9785 | 0.9291 | 0.9937 | 0.9103 | 0.9725 | +| 0.0091 | 3266.67 | 19600 | 0.0564 | 0.9424 | 0.9628 | 0.9788 | 0.9326 | 0.9930 | 0.9119 | 0.9729 | +| 0.0215 | 3270.0 | 19620 | 0.0627 | 0.9414 | 0.9614 | 0.9785 | 0.9293 | 0.9936 | 0.9103 | 0.9725 | +| 0.0019 | 3273.33 | 19640 | 0.0583 | 0.9417 | 0.9627 | 0.9786 | 0.9329 | 0.9926 | 0.9109 | 0.9725 | +| 0.1121 | 3276.67 | 19660 | 0.0582 | 0.9416 | 0.9617 | 0.9785 | 0.9299 | 0.9935 | 0.9106 | 0.9725 | +| 0.0266 | 3280.0 | 19680 | 0.0623 | 0.9415 | 0.9612 | 0.9785 | 0.9285 | 0.9939 | 0.9105 | 0.9725 | +| 0.1121 | 3283.33 | 19700 | 0.0621 | 0.9409 | 0.9612 | 0.9783 | 0.9290 | 0.9935 | 0.9096 | 0.9722 | +| 0.0292 | 3286.67 | 19720 | 0.0679 | 0.9412 | 0.9604 | 0.9784 | 0.9264 | 0.9944 | 0.9099 | 0.9724 | +| 0.0103 | 3290.0 | 19740 | 0.0661 | 0.9407 | 0.9610 | 0.9782 | 0.9284 | 0.9935 | 0.9093 | 0.9721 | +| 0.0268 | 3293.33 | 19760 | 0.0636 | 0.9410 | 0.9612 | 0.9784 | 0.9287 | 0.9936 | 0.9098 | 0.9723 | +| 0.1121 | 3296.67 | 19780 | 0.0639 | 0.9410 | 0.9609 | 0.9784 | 0.9279 | 0.9939 | 0.9097 | 0.9723 | +| 0.0265 | 3300.0 | 19800 | 0.0651 | 0.9411 | 0.9610 | 0.9784 | 0.9281 | 0.9939 | 0.9099 | 0.9724 | +| 0.007 | 3303.33 | 19820 | 0.0628 | 0.9408 | 0.9619 | 0.9782 | 0.9311 | 0.9927 | 0.9095 | 0.9721 | +| 0.0013 | 3306.67 | 19840 | 0.0586 | 0.9418 | 0.9620 | 0.9786 | 0.9307 | 0.9933 | 0.9109 | 0.9726 | +| 0.0266 | 3310.0 | 19860 | 0.0630 | 0.9411 | 0.9610 | 0.9784 | 0.9283 | 0.9938 | 0.9098 | 0.9723 | +| 0.0266 | 3313.33 | 19880 | 0.0643 | 0.9411 | 0.9608 | 0.9784 | 0.9277 | 0.9940 | 0.9099 | 0.9724 | +| 0.0268 | 3316.67 | 19900 | 0.0602 | 0.9419 | 0.9614 | 0.9787 | 0.9287 | 0.9941 | 0.9111 | 0.9727 | +| 0.0229 | 3320.0 | 19920 | 0.0620 | 0.9409 | 0.9613 | 0.9783 | 0.9292 | 0.9934 | 0.9096 | 0.9722 | +| 0.0265 | 3323.33 | 19940 | 0.0646 | 0.9419 | 0.9611 | 0.9787 | 0.9280 | 0.9943 | 0.9110 | 0.9727 | +| 0.0013 | 3326.67 | 19960 | 0.0639 | 0.9415 | 0.9613 | 0.9785 | 0.9287 | 0.9938 | 0.9105 | 0.9725 | +| 0.0013 | 3330.0 | 19980 | 0.0615 | 0.9412 | 0.9615 | 0.9784 | 0.9297 | 0.9933 | 0.9100 | 0.9723 | +| 0.0013 | 3333.33 | 20000 | 0.0567 | 0.9417 | 0.9627 | 0.9786 | 0.9327 | 0.9926 | 0.9109 | 0.9725 | +| 0.0102 | 3336.67 | 20020 | 0.0629 | 0.9413 | 0.9613 | 0.9785 | 0.9290 | 0.9937 | 0.9102 | 0.9724 | +| 0.0069 | 3340.0 | 20040 | 0.0651 | 0.9408 | 0.9608 | 0.9783 | 0.9279 | 0.9938 | 0.9095 | 0.9722 | +| 0.1119 | 3343.33 | 20060 | 0.0632 | 0.9413 | 0.9608 | 0.9785 | 0.9275 | 0.9941 | 0.9101 | 0.9725 | +| 0.022 | 3346.67 | 20080 | 0.0699 | 0.9410 | 0.9606 | 0.9783 | 0.9270 | 0.9941 | 0.9096 | 0.9723 | +| 0.007 | 3350.0 | 20100 | 0.0645 | 0.9411 | 0.9614 | 0.9783 | 0.9294 | 0.9934 | 0.9098 | 0.9723 | +| 0.1118 | 3353.33 | 20120 | 0.0588 | 0.9418 | 0.9624 | 0.9786 | 0.9318 | 0.9930 | 0.9110 | 0.9726 | +| 0.1118 | 3356.67 | 20140 | 0.0601 | 0.9416 | 0.9619 | 0.9785 | 0.9305 | 0.9933 | 0.9106 | 0.9725 | +| 0.0069 | 3360.0 | 20160 | 0.0653 | 0.9411 | 0.9611 | 0.9784 | 0.9285 | 0.9937 | 0.9099 | 0.9724 | +| 0.0264 | 3363.33 | 20180 | 0.0591 | 0.9421 | 0.9614 | 0.9787 | 0.9286 | 0.9942 | 0.9113 | 0.9728 | +| 0.0013 | 3366.67 | 20200 | 0.0570 | 0.9426 | 0.9627 | 0.9789 | 0.9321 | 0.9933 | 0.9123 | 0.9730 | +| 0.0102 | 3370.0 | 20220 | 0.0611 | 0.9415 | 0.9616 | 0.9785 | 0.9296 | 0.9935 | 0.9105 | 0.9725 | +| 0.0013 | 3373.33 | 20240 | 0.0535 | 0.9433 | 0.9637 | 0.9791 | 0.9345 | 0.9929 | 0.9133 | 0.9733 | +| 0.112 | 3376.67 | 20260 | 0.0618 | 0.9420 | 0.9613 | 0.9787 | 0.9284 | 0.9942 | 0.9111 | 0.9728 | +| 0.0214 | 3380.0 | 20280 | 0.0658 | 0.9411 | 0.9610 | 0.9784 | 0.9283 | 0.9938 | 0.9098 | 0.9723 | +| 0.0132 | 3383.33 | 20300 | 0.0681 | 0.9410 | 0.9605 | 0.9784 | 0.9268 | 0.9942 | 0.9097 | 0.9723 | +| 0.0216 | 3386.67 | 20320 | 0.0778 | 0.9407 | 0.9600 | 0.9783 | 0.9254 | 0.9945 | 0.9092 | 0.9722 | +| 0.0013 | 3390.0 | 20340 | 0.0616 | 0.9415 | 0.9615 | 0.9785 | 0.9294 | 0.9936 | 0.9105 | 0.9725 | +| 0.1123 | 3393.33 | 20360 | 0.0609 | 0.9419 | 0.9613 | 0.9787 | 0.9286 | 0.9941 | 0.9111 | 0.9727 | +| 0.0069 | 3396.67 | 20380 | 0.0577 | 0.9424 | 0.9623 | 0.9788 | 0.9310 | 0.9935 | 0.9118 | 0.9729 | +| 0.0133 | 3400.0 | 20400 | 0.0610 | 0.9414 | 0.9615 | 0.9785 | 0.9293 | 0.9936 | 0.9104 | 0.9725 | +| 0.0104 | 3403.33 | 20420 | 0.0587 | 0.9419 | 0.9622 | 0.9787 | 0.9311 | 0.9933 | 0.9112 | 0.9727 | +| 0.1173 | 3406.67 | 20440 | 0.0629 | 0.9413 | 0.9609 | 0.9785 | 0.9276 | 0.9941 | 0.9102 | 0.9725 | +| 0.1152 | 3410.0 | 20460 | 0.0618 | 0.9413 | 0.9616 | 0.9784 | 0.9297 | 0.9934 | 0.9102 | 0.9724 | +| 0.0013 | 3413.33 | 20480 | 0.0623 | 0.9419 | 0.9616 | 0.9787 | 0.9295 | 0.9938 | 0.9111 | 0.9727 | +| 0.007 | 3416.67 | 20500 | 0.0620 | 0.9425 | 0.9615 | 0.9789 | 0.9287 | 0.9944 | 0.9120 | 0.9730 | +| 0.0013 | 3420.0 | 20520 | 0.0638 | 0.9417 | 0.9614 | 0.9786 | 0.9290 | 0.9939 | 0.9108 | 0.9726 | +| 0.0214 | 3423.33 | 20540 | 0.0683 | 0.9411 | 0.9609 | 0.9784 | 0.9277 | 0.9940 | 0.9099 | 0.9724 | +| 0.0104 | 3426.67 | 20560 | 0.0658 | 0.9410 | 0.9611 | 0.9783 | 0.9285 | 0.9937 | 0.9098 | 0.9723 | +| 0.0267 | 3430.0 | 20580 | 0.0651 | 0.9415 | 0.9614 | 0.9785 | 0.9292 | 0.9937 | 0.9105 | 0.9725 | +| 0.0107 | 3433.33 | 20600 | 0.0587 | 0.9425 | 0.9632 | 0.9789 | 0.9335 | 0.9928 | 0.9121 | 0.9729 | +| 0.0013 | 3436.67 | 20620 | 0.0568 | 0.9428 | 0.9623 | 0.9790 | 0.9307 | 0.9938 | 0.9124 | 0.9731 | +| 0.1127 | 3440.0 | 20640 | 0.0620 | 0.9425 | 0.9620 | 0.9789 | 0.9300 | 0.9939 | 0.9119 | 0.9730 | +| 0.0013 | 3443.33 | 20660 | 0.0564 | 0.9432 | 0.9636 | 0.9791 | 0.9343 | 0.9929 | 0.9132 | 0.9732 | +| 0.1123 | 3446.67 | 20680 | 0.0631 | 0.9410 | 0.9610 | 0.9783 | 0.9283 | 0.9937 | 0.9097 | 0.9723 | +| 0.0213 | 3450.0 | 20700 | 0.0615 | 0.9415 | 0.9613 | 0.9785 | 0.9288 | 0.9938 | 0.9105 | 0.9725 | +| 0.1119 | 3453.33 | 20720 | 0.0572 | 0.9428 | 0.9628 | 0.9790 | 0.9324 | 0.9933 | 0.9125 | 0.9731 | +| 0.0264 | 3456.67 | 20740 | 0.0731 | 0.9410 | 0.9603 | 0.9784 | 0.9260 | 0.9945 | 0.9097 | 0.9724 | +| 0.0069 | 3460.0 | 20760 | 0.0635 | 0.9412 | 0.9613 | 0.9784 | 0.9290 | 0.9936 | 0.9100 | 0.9724 | +| 0.0264 | 3463.33 | 20780 | 0.0727 | 0.9410 | 0.9603 | 0.9784 | 0.9262 | 0.9944 | 0.9097 | 0.9724 | +| 0.0215 | 3466.67 | 20800 | 0.0605 | 0.9419 | 0.9612 | 0.9787 | 0.9283 | 0.9942 | 0.9110 | 0.9727 | +| 0.0264 | 3470.0 | 20820 | 0.0591 | 0.9426 | 0.9623 | 0.9789 | 0.9309 | 0.9937 | 0.9122 | 0.9730 | +| 0.0101 | 3473.33 | 20840 | 0.0618 | 0.9410 | 0.9616 | 0.9783 | 0.9302 | 0.9931 | 0.9098 | 0.9722 | +| 0.0213 | 3476.67 | 20860 | 0.0578 | 0.9418 | 0.9624 | 0.9786 | 0.9318 | 0.9930 | 0.9111 | 0.9726 | +| 0.0013 | 3480.0 | 20880 | 0.0627 | 0.9412 | 0.9618 | 0.9784 | 0.9304 | 0.9931 | 0.9101 | 0.9723 | +| 0.0212 | 3483.33 | 20900 | 0.0708 | 0.9408 | 0.9607 | 0.9783 | 0.9274 | 0.9939 | 0.9095 | 0.9722 | +| 0.0213 | 3486.67 | 20920 | 0.0636 | 0.9415 | 0.9613 | 0.9785 | 0.9289 | 0.9938 | 0.9104 | 0.9725 | +| 0.1116 | 3490.0 | 20940 | 0.0595 | 0.9420 | 0.9620 | 0.9787 | 0.9304 | 0.9936 | 0.9113 | 0.9727 | +| 0.0212 | 3493.33 | 20960 | 0.0614 | 0.9417 | 0.9616 | 0.9786 | 0.9296 | 0.9937 | 0.9108 | 0.9726 | +| 0.1254 | 3496.67 | 20980 | 0.0556 | 0.9435 | 0.9643 | 0.9792 | 0.9361 | 0.9925 | 0.9137 | 0.9734 | +| 0.0212 | 3500.0 | 21000 | 0.0636 | 0.9414 | 0.9614 | 0.9785 | 0.9291 | 0.9937 | 0.9104 | 0.9725 | +| 0.0264 | 3503.33 | 21020 | 0.0640 | 0.9416 | 0.9610 | 0.9786 | 0.9280 | 0.9941 | 0.9106 | 0.9726 | +| 0.0013 | 3506.67 | 21040 | 0.0547 | 0.9432 | 0.9628 | 0.9792 | 0.9319 | 0.9937 | 0.9132 | 0.9733 | +| 0.0264 | 3510.0 | 21060 | 0.0643 | 0.9415 | 0.9610 | 0.9786 | 0.9280 | 0.9941 | 0.9105 | 0.9726 | +| 0.0101 | 3513.33 | 21080 | 0.0624 | 0.9412 | 0.9614 | 0.9784 | 0.9294 | 0.9935 | 0.9101 | 0.9724 | +| 0.0212 | 3516.67 | 21100 | 0.0639 | 0.9412 | 0.9615 | 0.9784 | 0.9296 | 0.9934 | 0.9101 | 0.9724 | +| 0.0013 | 3520.0 | 21120 | 0.0650 | 0.9410 | 0.9612 | 0.9783 | 0.9288 | 0.9936 | 0.9097 | 0.9723 | +| 0.0069 | 3523.33 | 21140 | 0.0633 | 0.9417 | 0.9611 | 0.9786 | 0.9281 | 0.9942 | 0.9108 | 0.9727 | +| 0.007 | 3526.67 | 21160 | 0.0578 | 0.9423 | 0.9620 | 0.9788 | 0.9303 | 0.9937 | 0.9117 | 0.9729 | +| 0.0013 | 3530.0 | 21180 | 0.0610 | 0.9414 | 0.9617 | 0.9785 | 0.9299 | 0.9934 | 0.9104 | 0.9725 | +| 0.0266 | 3533.33 | 21200 | 0.0613 | 0.9419 | 0.9613 | 0.9787 | 0.9285 | 0.9941 | 0.9111 | 0.9728 | +| 0.0212 | 3536.67 | 21220 | 0.0646 | 0.9411 | 0.9613 | 0.9784 | 0.9291 | 0.9935 | 0.9099 | 0.9723 | +| 0.01 | 3540.0 | 21240 | 0.0591 | 0.9421 | 0.9620 | 0.9787 | 0.9304 | 0.9936 | 0.9115 | 0.9728 | +| 0.113 | 3543.33 | 21260 | 0.0590 | 0.9421 | 0.9620 | 0.9787 | 0.9303 | 0.9936 | 0.9114 | 0.9728 | +| 0.0013 | 3546.67 | 21280 | 0.0584 | 0.9429 | 0.9624 | 0.9790 | 0.9310 | 0.9938 | 0.9126 | 0.9732 | +| 0.0105 | 3550.0 | 21300 | 0.0629 | 0.9412 | 0.9613 | 0.9784 | 0.9292 | 0.9935 | 0.9100 | 0.9724 | +| 0.0212 | 3553.33 | 21320 | 0.0663 | 0.9411 | 0.9611 | 0.9784 | 0.9285 | 0.9937 | 0.9098 | 0.9723 | +| 0.1184 | 3556.67 | 21340 | 0.0591 | 0.9420 | 0.9622 | 0.9787 | 0.9310 | 0.9934 | 0.9113 | 0.9727 | +| 0.0013 | 3560.0 | 21360 | 0.0609 | 0.9418 | 0.9617 | 0.9786 | 0.9298 | 0.9936 | 0.9110 | 0.9727 | +| 0.1122 | 3563.33 | 21380 | 0.0533 | 0.9439 | 0.9639 | 0.9794 | 0.9348 | 0.9931 | 0.9143 | 0.9736 | +| 0.0013 | 3566.67 | 21400 | 0.0533 | 0.9441 | 0.9645 | 0.9794 | 0.9362 | 0.9927 | 0.9146 | 0.9736 | +| 0.0265 | 3570.0 | 21420 | 0.0650 | 0.9408 | 0.9607 | 0.9783 | 0.9275 | 0.9939 | 0.9094 | 0.9722 | +| 0.0101 | 3573.33 | 21440 | 0.0611 | 0.9422 | 0.9622 | 0.9788 | 0.9309 | 0.9935 | 0.9116 | 0.9728 | +| 0.0264 | 3576.67 | 21460 | 0.0586 | 0.9420 | 0.9619 | 0.9787 | 0.9301 | 0.9937 | 0.9113 | 0.9728 | +| 0.0089 | 3580.0 | 21480 | 0.0564 | 0.9429 | 0.9626 | 0.9790 | 0.9316 | 0.9936 | 0.9127 | 0.9732 | +| 0.0071 | 3583.33 | 21500 | 0.0625 | 0.9418 | 0.9615 | 0.9786 | 0.9291 | 0.9939 | 0.9109 | 0.9727 | +| 0.1116 | 3586.67 | 21520 | 0.0631 | 0.9416 | 0.9613 | 0.9786 | 0.9287 | 0.9939 | 0.9106 | 0.9726 | +| 0.0101 | 3590.0 | 21540 | 0.0599 | 0.9422 | 0.9620 | 0.9788 | 0.9304 | 0.9936 | 0.9115 | 0.9728 | +| 0.0068 | 3593.33 | 21560 | 0.0660 | 0.9409 | 0.9611 | 0.9783 | 0.9286 | 0.9936 | 0.9096 | 0.9722 | +| 0.0212 | 3596.67 | 21580 | 0.0595 | 0.9421 | 0.9620 | 0.9787 | 0.9304 | 0.9936 | 0.9114 | 0.9728 | +| 0.0212 | 3600.0 | 21600 | 0.0584 | 0.9425 | 0.9623 | 0.9789 | 0.9309 | 0.9936 | 0.9120 | 0.9730 | +| 0.0264 | 3603.33 | 21620 | 0.0697 | 0.9417 | 0.9605 | 0.9786 | 0.9264 | 0.9947 | 0.9106 | 0.9727 | +| 0.0014 | 3606.67 | 21640 | 0.0575 | 0.9424 | 0.9621 | 0.9788 | 0.9306 | 0.9937 | 0.9118 | 0.9729 | +| 0.0068 | 3610.0 | 21660 | 0.0594 | 0.9421 | 0.9618 | 0.9787 | 0.9298 | 0.9938 | 0.9113 | 0.9728 | +| 0.0015 | 3613.33 | 21680 | 0.0595 | 0.9417 | 0.9631 | 0.9785 | 0.9340 | 0.9922 | 0.9110 | 0.9725 | +| 0.0263 | 3616.67 | 21700 | 0.0613 | 0.9418 | 0.9617 | 0.9786 | 0.9299 | 0.9936 | 0.9109 | 0.9726 | +| 0.0069 | 3620.0 | 21720 | 0.0670 | 0.9410 | 0.9608 | 0.9783 | 0.9278 | 0.9939 | 0.9096 | 0.9723 | +| 0.0216 | 3623.33 | 21740 | 0.0644 | 0.9415 | 0.9613 | 0.9785 | 0.9289 | 0.9938 | 0.9105 | 0.9725 | +| 0.0068 | 3626.67 | 21760 | 0.0620 | 0.9417 | 0.9615 | 0.9786 | 0.9292 | 0.9938 | 0.9109 | 0.9726 | +| 0.0212 | 3630.0 | 21780 | 0.0624 | 0.9416 | 0.9614 | 0.9786 | 0.9291 | 0.9938 | 0.9107 | 0.9726 | +| 0.0215 | 3633.33 | 21800 | 0.0612 | 0.9416 | 0.9618 | 0.9785 | 0.9302 | 0.9934 | 0.9106 | 0.9725 | +| 0.1175 | 3636.67 | 21820 | 0.0625 | 0.9417 | 0.9615 | 0.9786 | 0.9293 | 0.9938 | 0.9108 | 0.9726 | +| 0.01 | 3640.0 | 21840 | 0.0580 | 0.9424 | 0.9622 | 0.9789 | 0.9306 | 0.9937 | 0.9119 | 0.9730 | +| 0.1181 | 3643.33 | 21860 | 0.0555 | 0.9432 | 0.9630 | 0.9792 | 0.9326 | 0.9935 | 0.9132 | 0.9733 | +| 0.1124 | 3646.67 | 21880 | 0.0574 | 0.9427 | 0.9628 | 0.9789 | 0.9322 | 0.9933 | 0.9123 | 0.9730 | +| 0.0068 | 3650.0 | 21900 | 0.0571 | 0.9427 | 0.9629 | 0.9790 | 0.9324 | 0.9933 | 0.9124 | 0.9731 | +| 0.0266 | 3653.33 | 21920 | 0.0644 | 0.9416 | 0.9612 | 0.9786 | 0.9283 | 0.9940 | 0.9106 | 0.9726 | +| 0.0087 | 3656.67 | 21940 | 0.0520 | 0.9437 | 0.9637 | 0.9793 | 0.9341 | 0.9932 | 0.9140 | 0.9735 | +| 0.0069 | 3660.0 | 21960 | 0.0654 | 0.9414 | 0.9608 | 0.9785 | 0.9275 | 0.9942 | 0.9102 | 0.9725 | +| 0.0014 | 3663.33 | 21980 | 0.0545 | 0.9435 | 0.9635 | 0.9793 | 0.9336 | 0.9933 | 0.9137 | 0.9734 | +| 0.1183 | 3666.67 | 22000 | 0.0593 | 0.9421 | 0.9613 | 0.9788 | 0.9282 | 0.9943 | 0.9114 | 0.9728 | +| 0.0013 | 3670.0 | 22020 | 0.0610 | 0.9418 | 0.9616 | 0.9786 | 0.9294 | 0.9938 | 0.9110 | 0.9727 | +| 0.0013 | 3673.33 | 22040 | 0.0624 | 0.9418 | 0.9616 | 0.9786 | 0.9296 | 0.9937 | 0.9110 | 0.9727 | +| 0.01 | 3676.67 | 22060 | 0.0613 | 0.9417 | 0.9614 | 0.9786 | 0.9290 | 0.9939 | 0.9108 | 0.9726 | +| 0.0264 | 3680.0 | 22080 | 0.0626 | 0.9417 | 0.9611 | 0.9786 | 0.9281 | 0.9942 | 0.9108 | 0.9727 | +| 0.1114 | 3683.33 | 22100 | 0.0580 | 0.9423 | 0.9623 | 0.9788 | 0.9312 | 0.9935 | 0.9118 | 0.9729 | +| 0.0013 | 3686.67 | 22120 | 0.0607 | 0.9419 | 0.9617 | 0.9787 | 0.9297 | 0.9937 | 0.9111 | 0.9727 | +| 0.0211 | 3690.0 | 22140 | 0.0633 | 0.9416 | 0.9615 | 0.9786 | 0.9292 | 0.9937 | 0.9107 | 0.9726 | +| 0.0102 | 3693.33 | 22160 | 0.0608 | 0.9422 | 0.9622 | 0.9787 | 0.9310 | 0.9934 | 0.9115 | 0.9728 | +| 0.0013 | 3696.67 | 22180 | 0.0659 | 0.9412 | 0.9611 | 0.9784 | 0.9284 | 0.9938 | 0.9101 | 0.9724 | +| 0.01 | 3700.0 | 22200 | 0.0622 | 0.9417 | 0.9616 | 0.9786 | 0.9295 | 0.9937 | 0.9108 | 0.9726 | +| 0.0068 | 3703.33 | 22220 | 0.0671 | 0.9414 | 0.9606 | 0.9785 | 0.9269 | 0.9944 | 0.9103 | 0.9725 | +| 0.023 | 3706.67 | 22240 | 0.0575 | 0.9421 | 0.9618 | 0.9788 | 0.9298 | 0.9938 | 0.9114 | 0.9728 | +| 0.0265 | 3710.0 | 22260 | 0.0585 | 0.9419 | 0.9616 | 0.9787 | 0.9295 | 0.9938 | 0.9111 | 0.9727 | +| 0.01 | 3713.33 | 22280 | 0.0662 | 0.9411 | 0.9610 | 0.9784 | 0.9281 | 0.9939 | 0.9099 | 0.9724 | +| 0.1114 | 3716.67 | 22300 | 0.0593 | 0.9422 | 0.9618 | 0.9788 | 0.9299 | 0.9938 | 0.9116 | 0.9729 | +| 0.1114 | 3720.0 | 22320 | 0.0585 | 0.9423 | 0.9623 | 0.9788 | 0.9311 | 0.9935 | 0.9117 | 0.9729 | +| 0.1116 | 3723.33 | 22340 | 0.0562 | 0.9427 | 0.9626 | 0.9790 | 0.9318 | 0.9935 | 0.9124 | 0.9731 | +| 0.0266 | 3726.67 | 22360 | 0.0677 | 0.9417 | 0.9609 | 0.9786 | 0.9275 | 0.9943 | 0.9107 | 0.9727 | +| 0.0265 | 3730.0 | 22380 | 0.0628 | 0.9417 | 0.9613 | 0.9786 | 0.9285 | 0.9940 | 0.9107 | 0.9726 | +| 0.0102 | 3733.33 | 22400 | 0.0633 | 0.9415 | 0.9610 | 0.9785 | 0.9279 | 0.9941 | 0.9105 | 0.9726 | +| 0.1115 | 3736.67 | 22420 | 0.0613 | 0.9418 | 0.9613 | 0.9787 | 0.9284 | 0.9941 | 0.9110 | 0.9727 | +| 0.0263 | 3740.0 | 22440 | 0.0633 | 0.9414 | 0.9613 | 0.9785 | 0.9289 | 0.9937 | 0.9103 | 0.9725 | +| 0.0264 | 3743.33 | 22460 | 0.0655 | 0.9412 | 0.9608 | 0.9784 | 0.9274 | 0.9941 | 0.9100 | 0.9724 | +| 0.0069 | 3746.67 | 22480 | 0.0620 | 0.9417 | 0.9617 | 0.9786 | 0.9299 | 0.9936 | 0.9108 | 0.9726 | +| 0.0211 | 3750.0 | 22500 | 0.0636 | 0.9413 | 0.9612 | 0.9785 | 0.9285 | 0.9938 | 0.9102 | 0.9725 | +| 0.0212 | 3753.33 | 22520 | 0.0602 | 0.9413 | 0.9620 | 0.9784 | 0.9310 | 0.9930 | 0.9102 | 0.9723 | +| 0.01 | 3756.67 | 22540 | 0.0625 | 0.9421 | 0.9621 | 0.9787 | 0.9308 | 0.9934 | 0.9114 | 0.9728 | +| 0.0068 | 3760.0 | 22560 | 0.0639 | 0.9413 | 0.9611 | 0.9784 | 0.9285 | 0.9938 | 0.9101 | 0.9724 | +| 0.0263 | 3763.33 | 22580 | 0.0646 | 0.9416 | 0.9611 | 0.9786 | 0.9280 | 0.9942 | 0.9107 | 0.9726 | +| 0.0081 | 3766.67 | 22600 | 0.0555 | 0.9426 | 0.9621 | 0.9789 | 0.9304 | 0.9939 | 0.9122 | 0.9730 | +| 0.0101 | 3770.0 | 22620 | 0.0622 | 0.9416 | 0.9613 | 0.9786 | 0.9288 | 0.9938 | 0.9106 | 0.9726 | +| 0.0263 | 3773.33 | 22640 | 0.0686 | 0.9417 | 0.9605 | 0.9786 | 0.9263 | 0.9947 | 0.9106 | 0.9727 | +| 0.0068 | 3776.67 | 22660 | 0.0552 | 0.9430 | 0.9634 | 0.9790 | 0.9340 | 0.9929 | 0.9128 | 0.9731 | +| 0.01 | 3780.0 | 22680 | 0.0595 | 0.9420 | 0.9620 | 0.9787 | 0.9305 | 0.9935 | 0.9113 | 0.9727 | +| 0.0013 | 3783.33 | 22700 | 0.0545 | 0.9431 | 0.9636 | 0.9791 | 0.9344 | 0.9928 | 0.9130 | 0.9732 | +| 0.0212 | 3786.67 | 22720 | 0.0677 | 0.9413 | 0.9608 | 0.9785 | 0.9276 | 0.9941 | 0.9101 | 0.9724 | +| 0.1114 | 3790.0 | 22740 | 0.0598 | 0.9419 | 0.9619 | 0.9786 | 0.9304 | 0.9935 | 0.9111 | 0.9727 | +| 0.0013 | 3793.33 | 22760 | 0.0571 | 0.9425 | 0.9628 | 0.9789 | 0.9325 | 0.9931 | 0.9121 | 0.9729 | +| 0.0068 | 3796.67 | 22780 | 0.0703 | 0.9415 | 0.9606 | 0.9785 | 0.9267 | 0.9945 | 0.9103 | 0.9726 | +| 0.0068 | 3800.0 | 22800 | 0.0614 | 0.9417 | 0.9615 | 0.9786 | 0.9292 | 0.9938 | 0.9108 | 0.9726 | +| 0.1114 | 3803.33 | 22820 | 0.0592 | 0.9423 | 0.9613 | 0.9788 | 0.9282 | 0.9944 | 0.9116 | 0.9729 | +| 0.1116 | 3806.67 | 22840 | 0.0582 | 0.9425 | 0.9617 | 0.9789 | 0.9291 | 0.9943 | 0.9120 | 0.9730 | +| 0.007 | 3810.0 | 22860 | 0.0621 | 0.9417 | 0.9615 | 0.9786 | 0.9293 | 0.9937 | 0.9107 | 0.9726 | +| 0.0068 | 3813.33 | 22880 | 0.0590 | 0.9420 | 0.9625 | 0.9787 | 0.9320 | 0.9930 | 0.9113 | 0.9727 | +| 0.0265 | 3816.67 | 22900 | 0.0697 | 0.9409 | 0.9607 | 0.9783 | 0.9274 | 0.9939 | 0.9095 | 0.9723 | +| 0.0263 | 3820.0 | 22920 | 0.0605 | 0.9418 | 0.9617 | 0.9786 | 0.9299 | 0.9936 | 0.9109 | 0.9726 | +| 0.1114 | 3823.33 | 22940 | 0.0545 | 0.9434 | 0.9633 | 0.9792 | 0.9334 | 0.9933 | 0.9134 | 0.9734 | +| 0.1114 | 3826.67 | 22960 | 0.0618 | 0.9418 | 0.9612 | 0.9787 | 0.9283 | 0.9941 | 0.9109 | 0.9727 | +| 0.0211 | 3830.0 | 22980 | 0.0647 | 0.9413 | 0.9611 | 0.9784 | 0.9283 | 0.9939 | 0.9101 | 0.9724 | +| 0.0228 | 3833.33 | 23000 | 0.0603 | 0.9420 | 0.9619 | 0.9787 | 0.9303 | 0.9936 | 0.9113 | 0.9728 | +| 0.0263 | 3836.67 | 23020 | 0.0618 | 0.9419 | 0.9614 | 0.9787 | 0.9288 | 0.9940 | 0.9110 | 0.9727 | +| 0.0211 | 3840.0 | 23040 | 0.0551 | 0.9428 | 0.9630 | 0.9790 | 0.9327 | 0.9932 | 0.9126 | 0.9731 | +| 0.0211 | 3843.33 | 23060 | 0.0624 | 0.9410 | 0.9614 | 0.9783 | 0.9295 | 0.9933 | 0.9097 | 0.9723 | +| 0.0103 | 3846.67 | 23080 | 0.0592 | 0.9424 | 0.9621 | 0.9789 | 0.9304 | 0.9937 | 0.9118 | 0.9729 | +| 0.0263 | 3850.0 | 23100 | 0.0584 | 0.9423 | 0.9619 | 0.9788 | 0.9299 | 0.9939 | 0.9118 | 0.9729 | +| 0.0211 | 3853.33 | 23120 | 0.0650 | 0.9414 | 0.9613 | 0.9785 | 0.9288 | 0.9938 | 0.9103 | 0.9725 | +| 0.0067 | 3856.67 | 23140 | 0.0642 | 0.9414 | 0.9613 | 0.9785 | 0.9287 | 0.9938 | 0.9104 | 0.9725 | +| 0.0221 | 3860.0 | 23160 | 0.0635 | 0.9416 | 0.9613 | 0.9786 | 0.9286 | 0.9939 | 0.9107 | 0.9726 | +| 0.0099 | 3863.33 | 23180 | 0.0643 | 0.9416 | 0.9613 | 0.9786 | 0.9288 | 0.9939 | 0.9107 | 0.9726 | +| 0.0068 | 3866.67 | 23200 | 0.0622 | 0.9413 | 0.9619 | 0.9784 | 0.9306 | 0.9931 | 0.9102 | 0.9724 | +| 0.0228 | 3870.0 | 23220 | 0.0613 | 0.9419 | 0.9613 | 0.9787 | 0.9284 | 0.9941 | 0.9110 | 0.9727 | +| 0.0277 | 3873.33 | 23240 | 0.0575 | 0.9427 | 0.9621 | 0.9790 | 0.9302 | 0.9940 | 0.9124 | 0.9731 | +| 0.0013 | 3876.67 | 23260 | 0.0589 | 0.9420 | 0.9624 | 0.9787 | 0.9319 | 0.9930 | 0.9112 | 0.9727 | +| 0.1115 | 3880.0 | 23280 | 0.0569 | 0.9422 | 0.9624 | 0.9788 | 0.9316 | 0.9933 | 0.9116 | 0.9728 | +| 0.0014 | 3883.33 | 23300 | 0.0537 | 0.9436 | 0.9639 | 0.9793 | 0.9349 | 0.9929 | 0.9138 | 0.9734 | +| 0.1115 | 3886.67 | 23320 | 0.0629 | 0.9415 | 0.9616 | 0.9785 | 0.9296 | 0.9935 | 0.9105 | 0.9725 | +| 0.0013 | 3890.0 | 23340 | 0.0626 | 0.9418 | 0.9616 | 0.9786 | 0.9295 | 0.9937 | 0.9110 | 0.9727 | +| 0.1113 | 3893.33 | 23360 | 0.0575 | 0.9426 | 0.9618 | 0.9789 | 0.9295 | 0.9941 | 0.9121 | 0.9731 | +| 0.0013 | 3896.67 | 23380 | 0.0560 | 0.9428 | 0.9627 | 0.9790 | 0.9320 | 0.9934 | 0.9124 | 0.9731 | +| 0.0086 | 3900.0 | 23400 | 0.0595 | 0.9420 | 0.9621 | 0.9787 | 0.9308 | 0.9934 | 0.9112 | 0.9727 | +| 0.0262 | 3903.33 | 23420 | 0.0720 | 0.9412 | 0.9605 | 0.9784 | 0.9267 | 0.9943 | 0.9100 | 0.9724 | +| 0.0099 | 3906.67 | 23440 | 0.0640 | 0.9414 | 0.9614 | 0.9785 | 0.9293 | 0.9936 | 0.9104 | 0.9725 | +| 0.1117 | 3910.0 | 23460 | 0.0605 | 0.9419 | 0.9619 | 0.9786 | 0.9304 | 0.9935 | 0.9110 | 0.9727 | +| 0.1112 | 3913.33 | 23480 | 0.0568 | 0.9426 | 0.9631 | 0.9789 | 0.9332 | 0.9929 | 0.9122 | 0.9730 | +| 0.0099 | 3916.67 | 23500 | 0.0607 | 0.9419 | 0.9618 | 0.9786 | 0.9299 | 0.9936 | 0.9110 | 0.9727 | +| 0.1112 | 3920.0 | 23520 | 0.0613 | 0.9417 | 0.9618 | 0.9786 | 0.9302 | 0.9934 | 0.9107 | 0.9726 | +| 0.0265 | 3923.33 | 23540 | 0.0656 | 0.9416 | 0.9611 | 0.9786 | 0.9281 | 0.9941 | 0.9106 | 0.9726 | +| 0.0129 | 3926.67 | 23560 | 0.0611 | 0.9417 | 0.9620 | 0.9786 | 0.9306 | 0.9933 | 0.9109 | 0.9726 | +| 0.0099 | 3930.0 | 23580 | 0.0634 | 0.9412 | 0.9618 | 0.9784 | 0.9306 | 0.9931 | 0.9100 | 0.9723 | +| 0.1113 | 3933.33 | 23600 | 0.0545 | 0.9435 | 0.9637 | 0.9792 | 0.9345 | 0.9930 | 0.9136 | 0.9734 | +| 0.0013 | 3936.67 | 23620 | 0.0564 | 0.9432 | 0.9631 | 0.9791 | 0.9328 | 0.9934 | 0.9131 | 0.9733 | +| 0.0067 | 3940.0 | 23640 | 0.0629 | 0.9415 | 0.9615 | 0.9785 | 0.9293 | 0.9936 | 0.9104 | 0.9725 | +| 0.1112 | 3943.33 | 23660 | 0.0596 | 0.9422 | 0.9619 | 0.9788 | 0.9299 | 0.9938 | 0.9115 | 0.9728 | +| 0.0214 | 3946.67 | 23680 | 0.0595 | 0.9424 | 0.9615 | 0.9789 | 0.9288 | 0.9943 | 0.9118 | 0.9730 | +| 0.0013 | 3950.0 | 23700 | 0.0614 | 0.9419 | 0.9616 | 0.9787 | 0.9294 | 0.9938 | 0.9111 | 0.9727 | +| 0.0067 | 3953.33 | 23720 | 0.0656 | 0.9415 | 0.9612 | 0.9785 | 0.9286 | 0.9939 | 0.9105 | 0.9726 | +| 0.0014 | 3956.67 | 23740 | 0.0588 | 0.9419 | 0.9617 | 0.9787 | 0.9297 | 0.9937 | 0.9111 | 0.9727 | +| 0.1112 | 3960.0 | 23760 | 0.0571 | 0.9426 | 0.9626 | 0.9789 | 0.9318 | 0.9934 | 0.9121 | 0.9730 | +| 0.0262 | 3963.33 | 23780 | 0.0679 | 0.9415 | 0.9607 | 0.9786 | 0.9270 | 0.9944 | 0.9105 | 0.9726 | +| 0.0099 | 3966.67 | 23800 | 0.0715 | 0.9411 | 0.9606 | 0.9784 | 0.9271 | 0.9941 | 0.9098 | 0.9724 | +| 0.0013 | 3970.0 | 23820 | 0.0582 | 0.9425 | 0.9623 | 0.9789 | 0.9310 | 0.9936 | 0.9121 | 0.9730 | +| 0.0107 | 3973.33 | 23840 | 0.0591 | 0.9422 | 0.9626 | 0.9787 | 0.9322 | 0.9930 | 0.9116 | 0.9728 | +| 0.0098 | 3976.67 | 23860 | 0.0735 | 0.9410 | 0.9606 | 0.9784 | 0.9272 | 0.9941 | 0.9097 | 0.9723 | +| 0.0013 | 3980.0 | 23880 | 0.0589 | 0.9420 | 0.9622 | 0.9787 | 0.9310 | 0.9934 | 0.9113 | 0.9727 | +| 0.0013 | 3983.33 | 23900 | 0.0576 | 0.9424 | 0.9626 | 0.9788 | 0.9319 | 0.9932 | 0.9118 | 0.9729 | +| 0.0013 | 3986.67 | 23920 | 0.0607 | 0.9417 | 0.9621 | 0.9786 | 0.9311 | 0.9932 | 0.9109 | 0.9726 | +| 0.0264 | 3990.0 | 23940 | 0.0635 | 0.9424 | 0.9610 | 0.9789 | 0.9272 | 0.9948 | 0.9117 | 0.9730 | +| 0.0128 | 3993.33 | 23960 | 0.0678 | 0.9413 | 0.9609 | 0.9784 | 0.9278 | 0.9940 | 0.9101 | 0.9724 | +| 0.021 | 3996.67 | 23980 | 0.0658 | 0.9411 | 0.9614 | 0.9783 | 0.9295 | 0.9933 | 0.9098 | 0.9723 | +| 0.0013 | 4000.0 | 24000 | 0.0570 | 0.9424 | 0.9629 | 0.9788 | 0.9328 | 0.9930 | 0.9119 | 0.9729 | +| 0.0067 | 4003.33 | 24020 | 0.0628 | 0.9420 | 0.9614 | 0.9787 | 0.9289 | 0.9940 | 0.9112 | 0.9728 | +| 0.0018 | 4006.67 | 24040 | 0.0536 | 0.9445 | 0.9651 | 0.9796 | 0.9379 | 0.9924 | 0.9153 | 0.9738 | +| 0.0068 | 4010.0 | 24060 | 0.0611 | 0.9418 | 0.9616 | 0.9786 | 0.9294 | 0.9938 | 0.9110 | 0.9727 | +| 0.0067 | 4013.33 | 24080 | 0.0609 | 0.9419 | 0.9620 | 0.9787 | 0.9306 | 0.9935 | 0.9112 | 0.9727 | +| 0.1112 | 4016.67 | 24100 | 0.0590 | 0.9421 | 0.9621 | 0.9787 | 0.9307 | 0.9935 | 0.9114 | 0.9728 | +| 0.0211 | 4020.0 | 24120 | 0.0601 | 0.9419 | 0.9618 | 0.9787 | 0.9299 | 0.9937 | 0.9112 | 0.9727 | +| 0.0211 | 4023.33 | 24140 | 0.0675 | 0.9411 | 0.9611 | 0.9784 | 0.9285 | 0.9937 | 0.9098 | 0.9723 | +| 0.0262 | 4026.67 | 24160 | 0.0579 | 0.9427 | 0.9623 | 0.9790 | 0.9308 | 0.9938 | 0.9124 | 0.9731 | +| 0.0013 | 4030.0 | 24180 | 0.0616 | 0.9419 | 0.9619 | 0.9787 | 0.9301 | 0.9936 | 0.9111 | 0.9727 | +| 0.1111 | 4033.33 | 24200 | 0.0547 | 0.9431 | 0.9635 | 0.9791 | 0.9341 | 0.9929 | 0.9130 | 0.9732 | +| 0.0068 | 4036.67 | 24220 | 0.0640 | 0.9415 | 0.9613 | 0.9785 | 0.9287 | 0.9938 | 0.9105 | 0.9725 | +| 0.1111 | 4040.0 | 24240 | 0.0603 | 0.9419 | 0.9617 | 0.9787 | 0.9298 | 0.9937 | 0.9111 | 0.9727 | +| 0.1111 | 4043.33 | 24260 | 0.0549 | 0.9434 | 0.9636 | 0.9792 | 0.9343 | 0.9930 | 0.9134 | 0.9733 | +| 0.0262 | 4046.67 | 24280 | 0.0634 | 0.9419 | 0.9614 | 0.9787 | 0.9287 | 0.9940 | 0.9111 | 0.9727 | +| 0.0099 | 4050.0 | 24300 | 0.0597 | 0.9419 | 0.9620 | 0.9787 | 0.9305 | 0.9935 | 0.9112 | 0.9727 | +| 0.0013 | 4053.33 | 24320 | 0.0550 | 0.9431 | 0.9633 | 0.9791 | 0.9335 | 0.9931 | 0.9130 | 0.9732 | +| 0.0213 | 4056.67 | 24340 | 0.0642 | 0.9417 | 0.9613 | 0.9786 | 0.9286 | 0.9940 | 0.9107 | 0.9726 | +| 0.1112 | 4060.0 | 24360 | 0.0618 | 0.9419 | 0.9617 | 0.9787 | 0.9295 | 0.9938 | 0.9111 | 0.9727 | +| 0.0211 | 4063.33 | 24380 | 0.0657 | 0.9413 | 0.9609 | 0.9785 | 0.9276 | 0.9941 | 0.9101 | 0.9724 | +| 0.0013 | 4066.67 | 24400 | 0.0636 | 0.9412 | 0.9616 | 0.9784 | 0.9299 | 0.9933 | 0.9101 | 0.9723 | +| 0.0013 | 4070.0 | 24420 | 0.0600 | 0.9419 | 0.9620 | 0.9786 | 0.9305 | 0.9934 | 0.9111 | 0.9727 | +| 0.1111 | 4073.33 | 24440 | 0.0595 | 0.9426 | 0.9623 | 0.9789 | 0.9309 | 0.9937 | 0.9122 | 0.9730 | +| 0.1162 | 4076.67 | 24460 | 0.0522 | 0.9438 | 0.9636 | 0.9794 | 0.9338 | 0.9934 | 0.9141 | 0.9736 | +| 0.1112 | 4080.0 | 24480 | 0.0575 | 0.9422 | 0.9623 | 0.9788 | 0.9312 | 0.9934 | 0.9116 | 0.9728 | +| 0.021 | 4083.33 | 24500 | 0.0651 | 0.9411 | 0.9613 | 0.9784 | 0.9289 | 0.9936 | 0.9100 | 0.9723 | +| 0.021 | 4086.67 | 24520 | 0.0585 | 0.9421 | 0.9623 | 0.9787 | 0.9312 | 0.9934 | 0.9115 | 0.9728 | +| 0.0098 | 4090.0 | 24540 | 0.0602 | 0.9418 | 0.9622 | 0.9786 | 0.9311 | 0.9932 | 0.9109 | 0.9726 | +| 0.021 | 4093.33 | 24560 | 0.0668 | 0.9411 | 0.9611 | 0.9784 | 0.9284 | 0.9938 | 0.9099 | 0.9724 | +| 0.0081 | 4096.67 | 24580 | 0.0527 | 0.9437 | 0.9638 | 0.9793 | 0.9346 | 0.9931 | 0.9140 | 0.9735 | +| 0.0013 | 4100.0 | 24600 | 0.0642 | 0.9426 | 0.9623 | 0.9789 | 0.9310 | 0.9937 | 0.9122 | 0.9730 | +| 0.0263 | 4103.33 | 24620 | 0.0634 | 0.9416 | 0.9613 | 0.9786 | 0.9287 | 0.9939 | 0.9106 | 0.9726 | +| 0.021 | 4106.67 | 24640 | 0.0679 | 0.9412 | 0.9608 | 0.9784 | 0.9275 | 0.9941 | 0.9100 | 0.9724 | +| 0.0262 | 4110.0 | 24660 | 0.0624 | 0.9419 | 0.9617 | 0.9787 | 0.9296 | 0.9937 | 0.9111 | 0.9727 | +| 0.0072 | 4113.33 | 24680 | 0.0593 | 0.9422 | 0.9626 | 0.9787 | 0.9321 | 0.9931 | 0.9115 | 0.9728 | +| 0.0104 | 4116.67 | 24700 | 0.0613 | 0.9416 | 0.9616 | 0.9786 | 0.9297 | 0.9936 | 0.9107 | 0.9726 | +| 0.0098 | 4120.0 | 24720 | 0.0588 | 0.9420 | 0.9620 | 0.9787 | 0.9306 | 0.9935 | 0.9112 | 0.9727 | +| 0.0067 | 4123.33 | 24740 | 0.0573 | 0.9424 | 0.9634 | 0.9788 | 0.9342 | 0.9925 | 0.9120 | 0.9728 | +| 0.0261 | 4126.67 | 24760 | 0.0650 | 0.9414 | 0.9610 | 0.9785 | 0.9281 | 0.9940 | 0.9103 | 0.9725 | +| 0.0067 | 4130.0 | 24780 | 0.0592 | 0.9422 | 0.9619 | 0.9788 | 0.9299 | 0.9938 | 0.9116 | 0.9729 | +| 0.0099 | 4133.33 | 24800 | 0.0634 | 0.9416 | 0.9616 | 0.9785 | 0.9295 | 0.9936 | 0.9106 | 0.9725 | +| 0.1265 | 4136.67 | 24820 | 0.0574 | 0.9430 | 0.9630 | 0.9790 | 0.9328 | 0.9933 | 0.9128 | 0.9731 | +| 0.0067 | 4140.0 | 24840 | 0.0584 | 0.9426 | 0.9625 | 0.9789 | 0.9316 | 0.9935 | 0.9122 | 0.9730 | +| 0.021 | 4143.33 | 24860 | 0.0690 | 0.9415 | 0.9606 | 0.9786 | 0.9266 | 0.9945 | 0.9104 | 0.9726 | +| 0.021 | 4146.67 | 24880 | 0.0599 | 0.9420 | 0.9621 | 0.9787 | 0.9307 | 0.9934 | 0.9113 | 0.9727 | +| 0.0068 | 4150.0 | 24900 | 0.0593 | 0.9423 | 0.9618 | 0.9788 | 0.9298 | 0.9939 | 0.9116 | 0.9729 | +| 0.0067 | 4153.33 | 24920 | 0.0587 | 0.9422 | 0.9623 | 0.9788 | 0.9313 | 0.9934 | 0.9116 | 0.9728 | +| 0.0262 | 4156.67 | 24940 | 0.0625 | 0.9418 | 0.9612 | 0.9787 | 0.9283 | 0.9941 | 0.9109 | 0.9727 | +| 0.0067 | 4160.0 | 24960 | 0.0584 | 0.9424 | 0.9626 | 0.9788 | 0.9319 | 0.9932 | 0.9119 | 0.9729 | +| 0.111 | 4163.33 | 24980 | 0.0529 | 0.9435 | 0.9638 | 0.9792 | 0.9348 | 0.9929 | 0.9137 | 0.9734 | +| 0.0098 | 4166.67 | 25000 | 0.0608 | 0.9418 | 0.9616 | 0.9786 | 0.9294 | 0.9938 | 0.9110 | 0.9727 | +| 0.0013 | 4170.0 | 25020 | 0.0587 | 0.9423 | 0.9623 | 0.9788 | 0.9311 | 0.9935 | 0.9117 | 0.9729 | +| 0.111 | 4173.33 | 25040 | 0.0585 | 0.9423 | 0.9626 | 0.9788 | 0.9320 | 0.9932 | 0.9118 | 0.9728 | +| 0.0068 | 4176.67 | 25060 | 0.0624 | 0.9417 | 0.9617 | 0.9786 | 0.9300 | 0.9935 | 0.9108 | 0.9726 | +| 0.0067 | 4180.0 | 25080 | 0.0602 | 0.9421 | 0.9619 | 0.9787 | 0.9302 | 0.9936 | 0.9114 | 0.9728 | +| 0.0098 | 4183.33 | 25100 | 0.0660 | 0.9411 | 0.9613 | 0.9784 | 0.9290 | 0.9936 | 0.9099 | 0.9723 | +| 0.0091 | 4186.67 | 25120 | 0.0655 | 0.9412 | 0.9610 | 0.9784 | 0.9282 | 0.9939 | 0.9101 | 0.9724 | +| 0.1111 | 4190.0 | 25140 | 0.0593 | 0.9420 | 0.9622 | 0.9787 | 0.9310 | 0.9934 | 0.9113 | 0.9727 | +| 0.111 | 4193.33 | 25160 | 0.0586 | 0.9421 | 0.9621 | 0.9787 | 0.9308 | 0.9934 | 0.9114 | 0.9727 | +| 0.0262 | 4196.67 | 25180 | 0.0593 | 0.9420 | 0.9617 | 0.9787 | 0.9296 | 0.9938 | 0.9112 | 0.9728 | +| 0.021 | 4200.0 | 25200 | 0.0620 | 0.9417 | 0.9617 | 0.9786 | 0.9297 | 0.9936 | 0.9108 | 0.9726 | +| 0.0013 | 4203.33 | 25220 | 0.0541 | 0.9433 | 0.9635 | 0.9792 | 0.9341 | 0.9930 | 0.9133 | 0.9733 | +| 0.1128 | 4206.67 | 25240 | 0.0593 | 0.9418 | 0.9618 | 0.9786 | 0.9301 | 0.9936 | 0.9110 | 0.9727 | +| 0.0211 | 4210.0 | 25260 | 0.0641 | 0.9414 | 0.9612 | 0.9785 | 0.9285 | 0.9939 | 0.9103 | 0.9725 | +| 0.0098 | 4213.33 | 25280 | 0.0647 | 0.9412 | 0.9614 | 0.9784 | 0.9292 | 0.9936 | 0.9101 | 0.9724 | +| 0.021 | 4216.67 | 25300 | 0.0600 | 0.9420 | 0.9621 | 0.9787 | 0.9307 | 0.9934 | 0.9113 | 0.9727 | +| 0.021 | 4220.0 | 25320 | 0.0608 | 0.9420 | 0.9620 | 0.9787 | 0.9305 | 0.9935 | 0.9113 | 0.9727 | +| 0.017 | 4223.33 | 25340 | 0.0705 | 0.9417 | 0.9612 | 0.9786 | 0.9283 | 0.9941 | 0.9108 | 0.9727 | +| 0.0264 | 4226.67 | 25360 | 0.0618 | 0.9423 | 0.9618 | 0.9788 | 0.9295 | 0.9940 | 0.9117 | 0.9729 | +| 0.0067 | 4230.0 | 25380 | 0.0595 | 0.9426 | 0.9623 | 0.9789 | 0.9309 | 0.9937 | 0.9121 | 0.9730 | +| 0.0013 | 4233.33 | 25400 | 0.0617 | 0.9418 | 0.9619 | 0.9786 | 0.9304 | 0.9935 | 0.9110 | 0.9726 | +| 0.0013 | 4236.67 | 25420 | 0.0580 | 0.9428 | 0.9627 | 0.9790 | 0.9320 | 0.9934 | 0.9125 | 0.9731 | +| 0.111 | 4240.0 | 25440 | 0.0604 | 0.9422 | 0.9618 | 0.9788 | 0.9298 | 0.9938 | 0.9115 | 0.9729 | +| 0.1113 | 4243.33 | 25460 | 0.0582 | 0.9425 | 0.9619 | 0.9789 | 0.9299 | 0.9939 | 0.9119 | 0.9730 | +| 0.0098 | 4246.67 | 25480 | 0.0526 | 0.9442 | 0.9647 | 0.9795 | 0.9369 | 0.9926 | 0.9147 | 0.9737 | +| 0.0067 | 4250.0 | 25500 | 0.0602 | 0.9421 | 0.9621 | 0.9787 | 0.9306 | 0.9936 | 0.9115 | 0.9728 | +| 0.0212 | 4253.33 | 25520 | 0.0601 | 0.9419 | 0.9618 | 0.9787 | 0.9301 | 0.9936 | 0.9111 | 0.9727 | +| 0.0274 | 4256.67 | 25540 | 0.0612 | 0.9417 | 0.9621 | 0.9786 | 0.9309 | 0.9932 | 0.9108 | 0.9725 | +| 0.0067 | 4260.0 | 25560 | 0.0600 | 0.9420 | 0.9619 | 0.9787 | 0.9301 | 0.9936 | 0.9113 | 0.9727 | +| 0.0067 | 4263.33 | 25580 | 0.0601 | 0.9420 | 0.9619 | 0.9787 | 0.9300 | 0.9937 | 0.9112 | 0.9727 | +| 0.0067 | 4266.67 | 25600 | 0.0613 | 0.9421 | 0.9617 | 0.9787 | 0.9297 | 0.9938 | 0.9113 | 0.9728 | +| 0.0012 | 4270.0 | 25620 | 0.0603 | 0.9421 | 0.9623 | 0.9787 | 0.9313 | 0.9933 | 0.9114 | 0.9728 | +| 0.0067 | 4273.33 | 25640 | 0.0634 | 0.9416 | 0.9618 | 0.9786 | 0.9301 | 0.9934 | 0.9107 | 0.9726 | +| 0.0099 | 4276.67 | 25660 | 0.0558 | 0.9430 | 0.9626 | 0.9791 | 0.9316 | 0.9937 | 0.9128 | 0.9732 | +| 0.0013 | 4280.0 | 25680 | 0.0610 | 0.9418 | 0.9618 | 0.9786 | 0.9301 | 0.9935 | 0.9109 | 0.9726 | +| 0.0262 | 4283.33 | 25700 | 0.0608 | 0.9422 | 0.9615 | 0.9788 | 0.9288 | 0.9942 | 0.9115 | 0.9729 | +| 0.0067 | 4286.67 | 25720 | 0.0639 | 0.9412 | 0.9617 | 0.9784 | 0.9302 | 0.9932 | 0.9100 | 0.9723 | +| 0.0013 | 4290.0 | 25740 | 0.0573 | 0.9425 | 0.9623 | 0.9789 | 0.9309 | 0.9936 | 0.9120 | 0.9730 | +| 0.111 | 4293.33 | 25760 | 0.0529 | 0.9440 | 0.9639 | 0.9794 | 0.9346 | 0.9932 | 0.9143 | 0.9736 | +| 0.0209 | 4296.67 | 25780 | 0.0630 | 0.9420 | 0.9613 | 0.9787 | 0.9285 | 0.9942 | 0.9113 | 0.9728 | +| 0.111 | 4300.0 | 25800 | 0.0609 | 0.9421 | 0.9620 | 0.9787 | 0.9303 | 0.9936 | 0.9114 | 0.9728 | +| 0.0215 | 4303.33 | 25820 | 0.0586 | 0.9423 | 0.9622 | 0.9788 | 0.9308 | 0.9936 | 0.9118 | 0.9729 | +| 0.1109 | 4306.67 | 25840 | 0.0556 | 0.9428 | 0.9631 | 0.9790 | 0.9332 | 0.9930 | 0.9125 | 0.9730 | +| 0.0013 | 4310.0 | 25860 | 0.0610 | 0.9419 | 0.9619 | 0.9787 | 0.9302 | 0.9935 | 0.9111 | 0.9727 | +| 0.0013 | 4313.33 | 25880 | 0.0572 | 0.9424 | 0.9621 | 0.9788 | 0.9305 | 0.9937 | 0.9118 | 0.9729 | +| 0.0067 | 4316.67 | 25900 | 0.0586 | 0.9425 | 0.9623 | 0.9789 | 0.9311 | 0.9936 | 0.9121 | 0.9730 | +| 0.0261 | 4320.0 | 25920 | 0.0615 | 0.9418 | 0.9618 | 0.9786 | 0.9302 | 0.9935 | 0.9109 | 0.9726 | +| 0.0012 | 4323.33 | 25940 | 0.0621 | 0.9412 | 0.9618 | 0.9784 | 0.9306 | 0.9931 | 0.9101 | 0.9723 | +| 0.0067 | 4326.67 | 25960 | 0.0554 | 0.9431 | 0.9635 | 0.9791 | 0.9343 | 0.9928 | 0.9130 | 0.9732 | +| 0.0212 | 4330.0 | 25980 | 0.0617 | 0.9420 | 0.9617 | 0.9787 | 0.9296 | 0.9938 | 0.9112 | 0.9728 | +| 0.0261 | 4333.33 | 26000 | 0.0636 | 0.9415 | 0.9613 | 0.9785 | 0.9288 | 0.9938 | 0.9104 | 0.9725 | +| 0.0069 | 4336.67 | 26020 | 0.0658 | 0.9413 | 0.9610 | 0.9785 | 0.9281 | 0.9940 | 0.9102 | 0.9725 | +| 0.1114 | 4340.0 | 26040 | 0.0641 | 0.9414 | 0.9612 | 0.9785 | 0.9284 | 0.9939 | 0.9104 | 0.9725 | +| 0.021 | 4343.33 | 26060 | 0.0640 | 0.9413 | 0.9612 | 0.9785 | 0.9287 | 0.9937 | 0.9102 | 0.9724 | +| 0.0212 | 4346.67 | 26080 | 0.0658 | 0.9415 | 0.9611 | 0.9785 | 0.9283 | 0.9940 | 0.9104 | 0.9725 | +| 0.0261 | 4350.0 | 26100 | 0.0649 | 0.9415 | 0.9614 | 0.9785 | 0.9290 | 0.9938 | 0.9105 | 0.9725 | +| 0.0014 | 4353.33 | 26120 | 0.0615 | 0.9419 | 0.9615 | 0.9787 | 0.9290 | 0.9939 | 0.9110 | 0.9727 | +| 0.0067 | 4356.67 | 26140 | 0.0554 | 0.9430 | 0.9629 | 0.9791 | 0.9325 | 0.9934 | 0.9129 | 0.9732 | +| 0.0263 | 4360.0 | 26160 | 0.0612 | 0.9418 | 0.9615 | 0.9786 | 0.9293 | 0.9938 | 0.9109 | 0.9726 | +| 0.0013 | 4363.33 | 26180 | 0.0529 | 0.9437 | 0.9642 | 0.9793 | 0.9357 | 0.9927 | 0.9140 | 0.9735 | +| 0.0067 | 4366.67 | 26200 | 0.0691 | 0.9415 | 0.9608 | 0.9786 | 0.9272 | 0.9944 | 0.9105 | 0.9726 | +| 0.0014 | 4370.0 | 26220 | 0.0567 | 0.9431 | 0.9630 | 0.9791 | 0.9327 | 0.9934 | 0.9129 | 0.9732 | +| 0.0261 | 4373.33 | 26240 | 0.0652 | 0.9416 | 0.9610 | 0.9786 | 0.9278 | 0.9942 | 0.9106 | 0.9726 | +| 0.0012 | 4376.67 | 26260 | 0.0594 | 0.9419 | 0.9619 | 0.9786 | 0.9304 | 0.9935 | 0.9111 | 0.9727 | +| 0.111 | 4380.0 | 26280 | 0.0596 | 0.9419 | 0.9615 | 0.9787 | 0.9291 | 0.9939 | 0.9111 | 0.9727 | +| 0.0067 | 4383.33 | 26300 | 0.0547 | 0.9428 | 0.9640 | 0.9789 | 0.9359 | 0.9922 | 0.9127 | 0.9730 | +| 0.0261 | 4386.67 | 26320 | 0.0554 | 0.9433 | 0.9630 | 0.9792 | 0.9326 | 0.9935 | 0.9132 | 0.9733 | +| 0.0067 | 4390.0 | 26340 | 0.0626 | 0.9416 | 0.9615 | 0.9786 | 0.9293 | 0.9937 | 0.9106 | 0.9726 | +| 0.0097 | 4393.33 | 26360 | 0.0704 | 0.9408 | 0.9609 | 0.9783 | 0.9281 | 0.9937 | 0.9094 | 0.9722 | +| 0.0013 | 4396.67 | 26380 | 0.0586 | 0.9424 | 0.9620 | 0.9788 | 0.9301 | 0.9938 | 0.9118 | 0.9729 | +| 0.0209 | 4400.0 | 26400 | 0.0608 | 0.9414 | 0.9620 | 0.9785 | 0.9310 | 0.9931 | 0.9104 | 0.9724 | +| 0.0209 | 4403.33 | 26420 | 0.0692 | 0.9413 | 0.9608 | 0.9785 | 0.9273 | 0.9942 | 0.9102 | 0.9725 | +| 0.0067 | 4406.67 | 26440 | 0.0611 | 0.9418 | 0.9618 | 0.9786 | 0.9300 | 0.9936 | 0.9110 | 0.9727 | +| 0.0067 | 4410.0 | 26460 | 0.0616 | 0.9420 | 0.9620 | 0.9787 | 0.9305 | 0.9935 | 0.9112 | 0.9727 | +| 0.0067 | 4413.33 | 26480 | 0.0593 | 0.9420 | 0.9626 | 0.9787 | 0.9322 | 0.9929 | 0.9112 | 0.9727 | +| 0.0261 | 4416.67 | 26500 | 0.0584 | 0.9423 | 0.9620 | 0.9788 | 0.9302 | 0.9937 | 0.9116 | 0.9729 | +| 0.1111 | 4420.0 | 26520 | 0.0588 | 0.9426 | 0.9627 | 0.9789 | 0.9320 | 0.9933 | 0.9122 | 0.9730 | +| 0.0097 | 4423.33 | 26540 | 0.0574 | 0.9424 | 0.9624 | 0.9789 | 0.9313 | 0.9935 | 0.9119 | 0.9729 | +| 0.0067 | 4426.67 | 26560 | 0.0597 | 0.9419 | 0.9623 | 0.9786 | 0.9313 | 0.9932 | 0.9111 | 0.9726 | +| 0.0209 | 4430.0 | 26580 | 0.0660 | 0.9412 | 0.9612 | 0.9784 | 0.9287 | 0.9937 | 0.9100 | 0.9724 | +| 0.0104 | 4433.33 | 26600 | 0.0610 | 0.9419 | 0.9610 | 0.9787 | 0.9275 | 0.9945 | 0.9111 | 0.9728 | +| 0.0014 | 4436.67 | 26620 | 0.0495 | 0.9446 | 0.9646 | 0.9796 | 0.9363 | 0.9930 | 0.9154 | 0.9739 | +| 0.021 | 4440.0 | 26640 | 0.0598 | 0.9418 | 0.9618 | 0.9786 | 0.9299 | 0.9936 | 0.9110 | 0.9727 | +| 0.1109 | 4443.33 | 26660 | 0.0587 | 0.9423 | 0.9623 | 0.9788 | 0.9311 | 0.9935 | 0.9118 | 0.9729 | +| 0.1109 | 4446.67 | 26680 | 0.0638 | 0.9415 | 0.9612 | 0.9785 | 0.9285 | 0.9939 | 0.9105 | 0.9726 | +| 0.0067 | 4450.0 | 26700 | 0.0595 | 0.9422 | 0.9622 | 0.9788 | 0.9309 | 0.9935 | 0.9115 | 0.9728 | +| 0.021 | 4453.33 | 26720 | 0.0633 | 0.9415 | 0.9616 | 0.9785 | 0.9296 | 0.9935 | 0.9104 | 0.9725 | +| 0.0261 | 4456.67 | 26740 | 0.0607 | 0.9423 | 0.9617 | 0.9788 | 0.9294 | 0.9940 | 0.9117 | 0.9729 | +| 0.021 | 4460.0 | 26760 | 0.0613 | 0.9419 | 0.9616 | 0.9787 | 0.9293 | 0.9939 | 0.9112 | 0.9727 | +| 0.0013 | 4463.33 | 26780 | 0.0528 | 0.9437 | 0.9644 | 0.9793 | 0.9361 | 0.9926 | 0.9140 | 0.9735 | +| 0.0262 | 4466.67 | 26800 | 0.0572 | 0.9427 | 0.9631 | 0.9789 | 0.9332 | 0.9930 | 0.9125 | 0.9730 | +| 0.0261 | 4470.0 | 26820 | 0.0559 | 0.9426 | 0.9622 | 0.9789 | 0.9308 | 0.9937 | 0.9122 | 0.9730 | +| 0.1109 | 4473.33 | 26840 | 0.0554 | 0.9429 | 0.9630 | 0.9790 | 0.9327 | 0.9933 | 0.9126 | 0.9731 | +| 0.0012 | 4476.67 | 26860 | 0.0541 | 0.9436 | 0.9634 | 0.9793 | 0.9335 | 0.9934 | 0.9138 | 0.9735 | +| 0.0013 | 4480.0 | 26880 | 0.0576 | 0.9424 | 0.9622 | 0.9789 | 0.9308 | 0.9936 | 0.9119 | 0.9729 | +| 0.0066 | 4483.33 | 26900 | 0.0642 | 0.9414 | 0.9614 | 0.9785 | 0.9292 | 0.9936 | 0.9103 | 0.9724 | +| 0.0097 | 4486.67 | 26920 | 0.0523 | 0.9440 | 0.9643 | 0.9794 | 0.9359 | 0.9928 | 0.9144 | 0.9736 | +| 0.1109 | 4490.0 | 26940 | 0.0635 | 0.9420 | 0.9615 | 0.9787 | 0.9290 | 0.9940 | 0.9112 | 0.9728 | +| 0.1109 | 4493.33 | 26960 | 0.0522 | 0.9444 | 0.9646 | 0.9795 | 0.9365 | 0.9928 | 0.9150 | 0.9738 | +| 0.0013 | 4496.67 | 26980 | 0.0592 | 0.9420 | 0.9626 | 0.9787 | 0.9323 | 0.9929 | 0.9113 | 0.9727 | +| 0.1108 | 4500.0 | 27000 | 0.0603 | 0.9422 | 0.9619 | 0.9788 | 0.9301 | 0.9937 | 0.9116 | 0.9728 | +| 0.0261 | 4503.33 | 27020 | 0.0665 | 0.9415 | 0.9607 | 0.9785 | 0.9271 | 0.9944 | 0.9104 | 0.9726 | +| 0.0013 | 4506.67 | 27040 | 0.0581 | 0.9425 | 0.9624 | 0.9789 | 0.9313 | 0.9935 | 0.9121 | 0.9730 | +| 0.1108 | 4510.0 | 27060 | 0.0579 | 0.9421 | 0.9622 | 0.9787 | 0.9309 | 0.9934 | 0.9114 | 0.9728 | +| 0.0261 | 4513.33 | 27080 | 0.0618 | 0.9413 | 0.9616 | 0.9784 | 0.9299 | 0.9933 | 0.9102 | 0.9724 | +| 0.0266 | 4516.67 | 27100 | 0.0626 | 0.9417 | 0.9616 | 0.9786 | 0.9295 | 0.9937 | 0.9108 | 0.9726 | +| 0.0013 | 4520.0 | 27120 | 0.0602 | 0.9420 | 0.9619 | 0.9787 | 0.9302 | 0.9936 | 0.9112 | 0.9727 | +| 0.0013 | 4523.33 | 27140 | 0.0602 | 0.9419 | 0.9623 | 0.9786 | 0.9316 | 0.9931 | 0.9111 | 0.9726 | +| 0.0209 | 4526.67 | 27160 | 0.0725 | 0.9411 | 0.9607 | 0.9784 | 0.9272 | 0.9941 | 0.9098 | 0.9724 | +| 0.026 | 4530.0 | 27180 | 0.0606 | 0.9420 | 0.9617 | 0.9787 | 0.9298 | 0.9937 | 0.9112 | 0.9727 | +| 0.1108 | 4533.33 | 27200 | 0.0564 | 0.9428 | 0.9620 | 0.9790 | 0.9299 | 0.9941 | 0.9125 | 0.9732 | +| 0.0097 | 4536.67 | 27220 | 0.0586 | 0.9422 | 0.9623 | 0.9788 | 0.9313 | 0.9933 | 0.9116 | 0.9728 | +| 0.026 | 4540.0 | 27240 | 0.0633 | 0.9418 | 0.9614 | 0.9786 | 0.9290 | 0.9939 | 0.9109 | 0.9727 | +| 0.021 | 4543.33 | 27260 | 0.0656 | 0.9415 | 0.9614 | 0.9785 | 0.9290 | 0.9937 | 0.9105 | 0.9725 | +| 0.0013 | 4546.67 | 27280 | 0.0576 | 0.9423 | 0.9627 | 0.9788 | 0.9323 | 0.9931 | 0.9118 | 0.9729 | +| 0.0066 | 4550.0 | 27300 | 0.0612 | 0.9418 | 0.9616 | 0.9786 | 0.9296 | 0.9937 | 0.9109 | 0.9727 | +| 0.0212 | 4553.33 | 27320 | 0.0667 | 0.9412 | 0.9612 | 0.9784 | 0.9287 | 0.9937 | 0.9100 | 0.9724 | +| 0.026 | 4556.67 | 27340 | 0.0617 | 0.9421 | 0.9615 | 0.9788 | 0.9289 | 0.9941 | 0.9114 | 0.9728 | +| 0.0209 | 4560.0 | 27360 | 0.0580 | 0.9425 | 0.9623 | 0.9789 | 0.9309 | 0.9937 | 0.9120 | 0.9730 | +| 0.0097 | 4563.33 | 27380 | 0.0652 | 0.9412 | 0.9614 | 0.9784 | 0.9294 | 0.9935 | 0.9101 | 0.9724 | +| 0.0097 | 4566.67 | 27400 | 0.0559 | 0.9430 | 0.9634 | 0.9790 | 0.9338 | 0.9929 | 0.9128 | 0.9731 | +| 0.026 | 4570.0 | 27420 | 0.0634 | 0.9417 | 0.9615 | 0.9786 | 0.9292 | 0.9938 | 0.9108 | 0.9726 | +| 0.0097 | 4573.33 | 27440 | 0.0702 | 0.9414 | 0.9607 | 0.9785 | 0.9271 | 0.9943 | 0.9102 | 0.9725 | +| 0.0097 | 4576.67 | 27460 | 0.0613 | 0.9417 | 0.9618 | 0.9786 | 0.9302 | 0.9934 | 0.9108 | 0.9726 | +| 0.0013 | 4580.0 | 27480 | 0.0588 | 0.9424 | 0.9621 | 0.9788 | 0.9306 | 0.9937 | 0.9118 | 0.9729 | +| 0.0012 | 4583.33 | 27500 | 0.0591 | 0.9423 | 0.9620 | 0.9788 | 0.9303 | 0.9938 | 0.9118 | 0.9729 | +| 0.0209 | 4586.67 | 27520 | 0.0603 | 0.9423 | 0.9618 | 0.9788 | 0.9296 | 0.9939 | 0.9116 | 0.9729 | +| 0.0014 | 4590.0 | 27540 | 0.0575 | 0.9423 | 0.9625 | 0.9788 | 0.9319 | 0.9932 | 0.9117 | 0.9728 | +| 0.0263 | 4593.33 | 27560 | 0.0638 | 0.9415 | 0.9617 | 0.9785 | 0.9300 | 0.9934 | 0.9105 | 0.9725 | +| 0.1112 | 4596.67 | 27580 | 0.0639 | 0.9417 | 0.9611 | 0.9786 | 0.9280 | 0.9942 | 0.9107 | 0.9726 | +| 0.0107 | 4600.0 | 27600 | 0.0604 | 0.9420 | 0.9619 | 0.9787 | 0.9303 | 0.9936 | 0.9112 | 0.9727 | +| 0.0209 | 4603.33 | 27620 | 0.0593 | 0.9423 | 0.9620 | 0.9788 | 0.9304 | 0.9937 | 0.9117 | 0.9729 | +| 0.1168 | 4606.67 | 27640 | 0.0612 | 0.9423 | 0.9613 | 0.9788 | 0.9283 | 0.9944 | 0.9116 | 0.9729 | +| 0.0013 | 4610.0 | 27660 | 0.0597 | 0.9424 | 0.9621 | 0.9788 | 0.9306 | 0.9937 | 0.9118 | 0.9729 | +| 0.026 | 4613.33 | 27680 | 0.0610 | 0.9419 | 0.9618 | 0.9787 | 0.9301 | 0.9936 | 0.9111 | 0.9727 | +| 0.0013 | 4616.67 | 27700 | 0.0622 | 0.9415 | 0.9618 | 0.9785 | 0.9303 | 0.9933 | 0.9105 | 0.9725 | +| 0.0097 | 4620.0 | 27720 | 0.0650 | 0.9415 | 0.9614 | 0.9785 | 0.9291 | 0.9937 | 0.9105 | 0.9725 | +| 0.0263 | 4623.33 | 27740 | 0.0626 | 0.9418 | 0.9611 | 0.9787 | 0.9280 | 0.9943 | 0.9110 | 0.9727 | +| 0.0012 | 4626.67 | 27760 | 0.0623 | 0.9419 | 0.9616 | 0.9787 | 0.9294 | 0.9938 | 0.9111 | 0.9727 | +| 0.0013 | 4630.0 | 27780 | 0.0616 | 0.9426 | 0.9625 | 0.9789 | 0.9315 | 0.9935 | 0.9122 | 0.9730 | +| 0.0099 | 4633.33 | 27800 | 0.0560 | 0.9428 | 0.9628 | 0.9790 | 0.9322 | 0.9933 | 0.9125 | 0.9731 | +| 0.0066 | 4636.67 | 27820 | 0.0571 | 0.9423 | 0.9626 | 0.9788 | 0.9320 | 0.9932 | 0.9118 | 0.9729 | +| 0.0068 | 4640.0 | 27840 | 0.0609 | 0.9418 | 0.9617 | 0.9786 | 0.9296 | 0.9937 | 0.9110 | 0.9727 | +| 0.0226 | 4643.33 | 27860 | 0.0606 | 0.9419 | 0.9617 | 0.9787 | 0.9297 | 0.9937 | 0.9111 | 0.9727 | +| 0.0066 | 4646.67 | 27880 | 0.0561 | 0.9427 | 0.9634 | 0.9789 | 0.9341 | 0.9927 | 0.9124 | 0.9730 | +| 0.0068 | 4650.0 | 27900 | 0.0571 | 0.9425 | 0.9620 | 0.9789 | 0.9302 | 0.9939 | 0.9120 | 0.9730 | +| 0.0097 | 4653.33 | 27920 | 0.0582 | 0.9424 | 0.9626 | 0.9788 | 0.9319 | 0.9933 | 0.9119 | 0.9729 | +| 0.0012 | 4656.67 | 27940 | 0.0635 | 0.9415 | 0.9613 | 0.9785 | 0.9289 | 0.9938 | 0.9105 | 0.9725 | +| 0.026 | 4660.0 | 27960 | 0.0626 | 0.9416 | 0.9615 | 0.9785 | 0.9293 | 0.9937 | 0.9106 | 0.9726 | +| 0.0013 | 4663.33 | 27980 | 0.0590 | 0.9421 | 0.9622 | 0.9787 | 0.9311 | 0.9934 | 0.9114 | 0.9728 | +| 0.0261 | 4666.67 | 28000 | 0.0646 | 0.9414 | 0.9612 | 0.9785 | 0.9286 | 0.9938 | 0.9103 | 0.9725 | +| 0.1108 | 4670.0 | 28020 | 0.0592 | 0.9420 | 0.9619 | 0.9787 | 0.9302 | 0.9936 | 0.9113 | 0.9728 | +| 0.0068 | 4673.33 | 28040 | 0.0640 | 0.9415 | 0.9613 | 0.9785 | 0.9288 | 0.9938 | 0.9105 | 0.9726 | +| 0.0013 | 4676.67 | 28060 | 0.0655 | 0.9417 | 0.9611 | 0.9786 | 0.9279 | 0.9942 | 0.9108 | 0.9727 | +| 0.0209 | 4680.0 | 28080 | 0.0614 | 0.9418 | 0.9618 | 0.9786 | 0.9299 | 0.9936 | 0.9109 | 0.9726 | +| 0.0068 | 4683.33 | 28100 | 0.0648 | 0.9416 | 0.9611 | 0.9786 | 0.9280 | 0.9941 | 0.9106 | 0.9726 | +| 0.0209 | 4686.67 | 28120 | 0.0625 | 0.9413 | 0.9619 | 0.9784 | 0.9308 | 0.9930 | 0.9102 | 0.9724 | +| 0.1165 | 4690.0 | 28140 | 0.0589 | 0.9422 | 0.9622 | 0.9788 | 0.9310 | 0.9934 | 0.9115 | 0.9728 | +| 0.0066 | 4693.33 | 28160 | 0.0644 | 0.9414 | 0.9614 | 0.9785 | 0.9290 | 0.9937 | 0.9103 | 0.9725 | +| 0.0215 | 4696.67 | 28180 | 0.0674 | 0.9418 | 0.9609 | 0.9787 | 0.9273 | 0.9945 | 0.9108 | 0.9727 | +| 0.026 | 4700.0 | 28200 | 0.0649 | 0.9415 | 0.9613 | 0.9785 | 0.9289 | 0.9938 | 0.9105 | 0.9725 | +| 0.0066 | 4703.33 | 28220 | 0.0568 | 0.9425 | 0.9632 | 0.9789 | 0.9337 | 0.9927 | 0.9121 | 0.9729 | +| 0.1108 | 4706.67 | 28240 | 0.0541 | 0.9434 | 0.9638 | 0.9792 | 0.9347 | 0.9929 | 0.9135 | 0.9733 | +| 0.0066 | 4710.0 | 28260 | 0.0589 | 0.9423 | 0.9621 | 0.9788 | 0.9307 | 0.9936 | 0.9117 | 0.9729 | +| 0.026 | 4713.33 | 28280 | 0.0646 | 0.9416 | 0.9608 | 0.9786 | 0.9271 | 0.9944 | 0.9106 | 0.9726 | +| 0.026 | 4716.67 | 28300 | 0.0579 | 0.9424 | 0.9622 | 0.9788 | 0.9308 | 0.9936 | 0.9118 | 0.9729 | +| 0.0097 | 4720.0 | 28320 | 0.0595 | 0.9418 | 0.9617 | 0.9786 | 0.9297 | 0.9937 | 0.9110 | 0.9727 | +| 0.009 | 4723.33 | 28340 | 0.0621 | 0.9418 | 0.9615 | 0.9786 | 0.9291 | 0.9939 | 0.9110 | 0.9727 | +| 0.1109 | 4726.67 | 28360 | 0.0637 | 0.9417 | 0.9613 | 0.9786 | 0.9286 | 0.9940 | 0.9107 | 0.9726 | +| 0.0209 | 4730.0 | 28380 | 0.0637 | 0.9415 | 0.9616 | 0.9785 | 0.9296 | 0.9935 | 0.9105 | 0.9725 | +| 0.0015 | 4733.33 | 28400 | 0.0518 | 0.9446 | 0.9648 | 0.9796 | 0.9367 | 0.9928 | 0.9153 | 0.9738 | +| 0.0209 | 4736.67 | 28420 | 0.0524 | 0.9436 | 0.9636 | 0.9793 | 0.9340 | 0.9932 | 0.9138 | 0.9735 | +| 0.0209 | 4740.0 | 28440 | 0.0585 | 0.9424 | 0.9622 | 0.9789 | 0.9307 | 0.9937 | 0.9119 | 0.9729 | +| 0.0013 | 4743.33 | 28460 | 0.0625 | 0.9416 | 0.9615 | 0.9786 | 0.9294 | 0.9937 | 0.9107 | 0.9726 | +| 0.0281 | 4746.67 | 28480 | 0.0661 | 0.9419 | 0.9608 | 0.9787 | 0.9271 | 0.9945 | 0.9110 | 0.9728 | +| 0.0209 | 4750.0 | 28500 | 0.0626 | 0.9415 | 0.9616 | 0.9785 | 0.9296 | 0.9936 | 0.9106 | 0.9725 | +| 0.026 | 4753.33 | 28520 | 0.0635 | 0.9418 | 0.9617 | 0.9786 | 0.9298 | 0.9937 | 0.9110 | 0.9727 | +| 0.1108 | 4756.67 | 28540 | 0.0586 | 0.9423 | 0.9624 | 0.9788 | 0.9314 | 0.9934 | 0.9117 | 0.9729 | +| 0.0209 | 4760.0 | 28560 | 0.0655 | 0.9414 | 0.9612 | 0.9785 | 0.9285 | 0.9938 | 0.9103 | 0.9725 | +| 0.0264 | 4763.33 | 28580 | 0.0691 | 0.9413 | 0.9607 | 0.9785 | 0.9272 | 0.9943 | 0.9102 | 0.9725 | +| 0.026 | 4766.67 | 28600 | 0.0591 | 0.9422 | 0.9620 | 0.9788 | 0.9303 | 0.9937 | 0.9116 | 0.9729 | +| 0.0209 | 4770.0 | 28620 | 0.0629 | 0.9417 | 0.9614 | 0.9786 | 0.9288 | 0.9939 | 0.9108 | 0.9726 | +| 0.0013 | 4773.33 | 28640 | 0.0531 | 0.9441 | 0.9641 | 0.9795 | 0.9352 | 0.9931 | 0.9146 | 0.9737 | +| 0.01 | 4776.67 | 28660 | 0.0598 | 0.9422 | 0.9615 | 0.9788 | 0.9289 | 0.9941 | 0.9115 | 0.9729 | +| 0.026 | 4780.0 | 28680 | 0.0632 | 0.9417 | 0.9615 | 0.9786 | 0.9293 | 0.9937 | 0.9108 | 0.9726 | +| 0.0066 | 4783.33 | 28700 | 0.0654 | 0.9418 | 0.9611 | 0.9786 | 0.9279 | 0.9942 | 0.9108 | 0.9727 | +| 0.0012 | 4786.67 | 28720 | 0.0581 | 0.9424 | 0.9624 | 0.9788 | 0.9315 | 0.9934 | 0.9119 | 0.9729 | +| 0.0012 | 4790.0 | 28740 | 0.0560 | 0.9429 | 0.9629 | 0.9790 | 0.9324 | 0.9934 | 0.9127 | 0.9732 | +| 0.0262 | 4793.33 | 28760 | 0.0562 | 0.9433 | 0.9628 | 0.9792 | 0.9318 | 0.9937 | 0.9132 | 0.9733 | +| 0.0209 | 4796.67 | 28780 | 0.0567 | 0.9424 | 0.9627 | 0.9788 | 0.9322 | 0.9932 | 0.9120 | 0.9729 | +| 0.026 | 4800.0 | 28800 | 0.0615 | 0.9419 | 0.9616 | 0.9787 | 0.9292 | 0.9939 | 0.9111 | 0.9727 | +| 0.0066 | 4803.33 | 28820 | 0.0647 | 0.9418 | 0.9611 | 0.9787 | 0.9279 | 0.9942 | 0.9109 | 0.9727 | +| 0.0012 | 4806.67 | 28840 | 0.0525 | 0.9441 | 0.9641 | 0.9795 | 0.9352 | 0.9931 | 0.9145 | 0.9737 | +| 0.1107 | 4810.0 | 28860 | 0.0605 | 0.9420 | 0.9617 | 0.9787 | 0.9295 | 0.9938 | 0.9112 | 0.9728 | +| 0.0209 | 4813.33 | 28880 | 0.0584 | 0.9422 | 0.9621 | 0.9788 | 0.9307 | 0.9936 | 0.9116 | 0.9728 | +| 0.0209 | 4816.67 | 28900 | 0.0638 | 0.9415 | 0.9615 | 0.9785 | 0.9294 | 0.9936 | 0.9105 | 0.9725 | +| 0.026 | 4820.0 | 28920 | 0.0613 | 0.9418 | 0.9616 | 0.9786 | 0.9293 | 0.9938 | 0.9110 | 0.9727 | +| 0.0209 | 4823.33 | 28940 | 0.0643 | 0.9420 | 0.9617 | 0.9787 | 0.9295 | 0.9939 | 0.9113 | 0.9728 | +| 0.0068 | 4826.67 | 28960 | 0.0536 | 0.9437 | 0.9637 | 0.9793 | 0.9342 | 0.9932 | 0.9140 | 0.9735 | +| 0.0096 | 4830.0 | 28980 | 0.0577 | 0.9427 | 0.9623 | 0.9790 | 0.9308 | 0.9938 | 0.9123 | 0.9731 | +| 0.026 | 4833.33 | 29000 | 0.0634 | 0.9417 | 0.9615 | 0.9786 | 0.9292 | 0.9938 | 0.9108 | 0.9726 | +| 0.0012 | 4836.67 | 29020 | 0.0638 | 0.9413 | 0.9615 | 0.9785 | 0.9295 | 0.9935 | 0.9103 | 0.9724 | +| 0.021 | 4840.0 | 29040 | 0.0627 | 0.9416 | 0.9613 | 0.9786 | 0.9288 | 0.9939 | 0.9107 | 0.9726 | +| 0.0012 | 4843.33 | 29060 | 0.0597 | 0.9419 | 0.9623 | 0.9786 | 0.9315 | 0.9932 | 0.9112 | 0.9727 | +| 0.026 | 4846.67 | 29080 | 0.0720 | 0.9414 | 0.9606 | 0.9785 | 0.9269 | 0.9944 | 0.9102 | 0.9725 | +| 0.0263 | 4850.0 | 29100 | 0.0606 | 0.9419 | 0.9616 | 0.9787 | 0.9295 | 0.9938 | 0.9111 | 0.9727 | +| 0.0067 | 4853.33 | 29120 | 0.0626 | 0.9416 | 0.9615 | 0.9786 | 0.9294 | 0.9937 | 0.9107 | 0.9726 | +| 0.027 | 4856.67 | 29140 | 0.0680 | 0.9414 | 0.9612 | 0.9785 | 0.9285 | 0.9938 | 0.9103 | 0.9725 | +| 0.1107 | 4860.0 | 29160 | 0.0586 | 0.9427 | 0.9627 | 0.9789 | 0.9321 | 0.9933 | 0.9123 | 0.9730 | +| 0.0012 | 4863.33 | 29180 | 0.0530 | 0.9442 | 0.9643 | 0.9795 | 0.9357 | 0.9929 | 0.9147 | 0.9737 | +| 0.026 | 4866.67 | 29200 | 0.0618 | 0.9421 | 0.9615 | 0.9787 | 0.9289 | 0.9941 | 0.9113 | 0.9728 | +| 0.0013 | 4870.0 | 29220 | 0.0627 | 0.9416 | 0.9618 | 0.9786 | 0.9301 | 0.9934 | 0.9107 | 0.9726 | +| 0.011 | 4873.33 | 29240 | 0.0567 | 0.9427 | 0.9624 | 0.9790 | 0.9313 | 0.9936 | 0.9123 | 0.9731 | +| 0.0096 | 4876.67 | 29260 | 0.0596 | 0.9422 | 0.9624 | 0.9788 | 0.9314 | 0.9933 | 0.9116 | 0.9728 | +| 0.0209 | 4880.0 | 29280 | 0.0610 | 0.9422 | 0.9618 | 0.9788 | 0.9299 | 0.9938 | 0.9115 | 0.9728 | +| 0.0096 | 4883.33 | 29300 | 0.0660 | 0.9417 | 0.9612 | 0.9786 | 0.9282 | 0.9941 | 0.9108 | 0.9727 | +| 0.0096 | 4886.67 | 29320 | 0.0646 | 0.9413 | 0.9618 | 0.9784 | 0.9303 | 0.9932 | 0.9102 | 0.9724 | +| 0.0099 | 4890.0 | 29340 | 0.0634 | 0.9417 | 0.9616 | 0.9786 | 0.9295 | 0.9937 | 0.9108 | 0.9726 | +| 0.1107 | 4893.33 | 29360 | 0.0541 | 0.9437 | 0.9639 | 0.9793 | 0.9349 | 0.9929 | 0.9139 | 0.9735 | +| 0.026 | 4896.67 | 29380 | 0.0604 | 0.9423 | 0.9620 | 0.9788 | 0.9301 | 0.9938 | 0.9117 | 0.9729 | +| 0.0263 | 4900.0 | 29400 | 0.0619 | 0.9420 | 0.9615 | 0.9787 | 0.9290 | 0.9940 | 0.9113 | 0.9728 | +| 0.026 | 4903.33 | 29420 | 0.0655 | 0.9418 | 0.9610 | 0.9787 | 0.9275 | 0.9944 | 0.9109 | 0.9727 | +| 0.0208 | 4906.67 | 29440 | 0.0642 | 0.9418 | 0.9613 | 0.9787 | 0.9285 | 0.9941 | 0.9109 | 0.9727 | +| 0.0012 | 4910.0 | 29460 | 0.0594 | 0.9423 | 0.9622 | 0.9788 | 0.9310 | 0.9935 | 0.9117 | 0.9729 | +| 0.0096 | 4913.33 | 29480 | 0.0658 | 0.9416 | 0.9612 | 0.9786 | 0.9285 | 0.9939 | 0.9106 | 0.9726 | +| 0.0066 | 4916.67 | 29500 | 0.0497 | 0.9453 | 0.9649 | 0.9799 | 0.9365 | 0.9933 | 0.9164 | 0.9742 | +| 0.0215 | 4920.0 | 29520 | 0.0600 | 0.9422 | 0.9618 | 0.9788 | 0.9298 | 0.9939 | 0.9115 | 0.9729 | +| 0.0066 | 4923.33 | 29540 | 0.0643 | 0.9415 | 0.9616 | 0.9785 | 0.9296 | 0.9936 | 0.9105 | 0.9725 | +| 0.0012 | 4926.67 | 29560 | 0.0626 | 0.9417 | 0.9617 | 0.9786 | 0.9297 | 0.9936 | 0.9108 | 0.9726 | +| 0.0097 | 4930.0 | 29580 | 0.0611 | 0.9422 | 0.9620 | 0.9788 | 0.9304 | 0.9936 | 0.9115 | 0.9728 | +| 0.0084 | 4933.33 | 29600 | 0.0535 | 0.9438 | 0.9635 | 0.9794 | 0.9335 | 0.9935 | 0.9141 | 0.9736 | +| 0.0066 | 4936.67 | 29620 | 0.0548 | 0.9433 | 0.9633 | 0.9792 | 0.9334 | 0.9932 | 0.9133 | 0.9733 | +| 0.0107 | 4940.0 | 29640 | 0.0583 | 0.9422 | 0.9622 | 0.9788 | 0.9308 | 0.9935 | 0.9116 | 0.9728 | +| 0.0013 | 4943.33 | 29660 | 0.0604 | 0.9417 | 0.9620 | 0.9786 | 0.9307 | 0.9933 | 0.9109 | 0.9726 | +| 0.0014 | 4946.67 | 29680 | 0.0596 | 0.9421 | 0.9618 | 0.9787 | 0.9299 | 0.9937 | 0.9114 | 0.9728 | +| 0.0013 | 4950.0 | 29700 | 0.0596 | 0.9421 | 0.9620 | 0.9787 | 0.9305 | 0.9936 | 0.9114 | 0.9728 | +| 0.026 | 4953.33 | 29720 | 0.0625 | 0.9418 | 0.9613 | 0.9786 | 0.9286 | 0.9940 | 0.9109 | 0.9727 | +| 0.0013 | 4956.67 | 29740 | 0.0581 | 0.9426 | 0.9628 | 0.9789 | 0.9325 | 0.9932 | 0.9123 | 0.9730 | +| 0.0087 | 4960.0 | 29760 | 0.0549 | 0.9437 | 0.9629 | 0.9794 | 0.9320 | 0.9939 | 0.9139 | 0.9736 | +| 0.0013 | 4963.33 | 29780 | 0.0566 | 0.9428 | 0.9629 | 0.9790 | 0.9326 | 0.9932 | 0.9125 | 0.9731 | +| 0.1117 | 4966.67 | 29800 | 0.0568 | 0.9432 | 0.9627 | 0.9791 | 0.9317 | 0.9937 | 0.9131 | 0.9733 | +| 0.011 | 4970.0 | 29820 | 0.0564 | 0.9424 | 0.9623 | 0.9789 | 0.9310 | 0.9936 | 0.9119 | 0.9729 | +| 0.1108 | 4973.33 | 29840 | 0.0556 | 0.9430 | 0.9628 | 0.9791 | 0.9322 | 0.9935 | 0.9129 | 0.9732 | +| 0.1107 | 4976.67 | 29860 | 0.0558 | 0.9431 | 0.9630 | 0.9791 | 0.9327 | 0.9934 | 0.9130 | 0.9732 | +| 0.0208 | 4980.0 | 29880 | 0.0601 | 0.9421 | 0.9622 | 0.9787 | 0.9309 | 0.9934 | 0.9115 | 0.9728 | +| 0.0066 | 4983.33 | 29900 | 0.0554 | 0.9431 | 0.9632 | 0.9791 | 0.9331 | 0.9932 | 0.9130 | 0.9732 | +| 0.0209 | 4986.67 | 29920 | 0.0627 | 0.9420 | 0.9613 | 0.9787 | 0.9286 | 0.9941 | 0.9112 | 0.9728 | +| 0.01 | 4990.0 | 29940 | 0.0583 | 0.9422 | 0.9622 | 0.9788 | 0.9308 | 0.9935 | 0.9115 | 0.9728 | +| 0.0096 | 4993.33 | 29960 | 0.0605 | 0.9418 | 0.9623 | 0.9786 | 0.9314 | 0.9931 | 0.9110 | 0.9726 | +| 0.0013 | 4996.67 | 29980 | 0.0635 | 0.9414 | 0.9616 | 0.9785 | 0.9299 | 0.9934 | 0.9104 | 0.9725 | +| 0.0096 | 5000.0 | 30000 | 0.0652 | 0.9415 | 0.9614 | 0.9785 | 0.9290 | 0.9937 | 0.9104 | 0.9725 | ### Framework versions diff --git a/model.safetensors b/model.safetensors index 81ac210b5201a89981fbcf7ed6444170d803d294..df4c7581f8454e0fdf37d596d7758aae8a359cdf 100644 --- a/model.safetensors +++ b/model.safetensors @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:0fc16847b566fba5509b2174af382e18a693e45a1ace5c73de5c366bfa0eb932 +oid sha256:c3b4abb4a4a31460423a341bb1e19d57fa874dbbef56ab2fac1b6f76b54baad6 size 14884776 diff --git a/runs/Feb07_10-15-36_otc-tracker-1/events.out.tfevents.1707297339.otc-tracker-1.19204.0 b/runs/Feb07_10-15-36_otc-tracker-1/events.out.tfevents.1707297339.otc-tracker-1.19204.0 new file mode 100644 index 0000000000000000000000000000000000000000..8b40071862ea9af14d2a7450e6f065d249c28980 --- /dev/null +++ b/runs/Feb07_10-15-36_otc-tracker-1/events.out.tfevents.1707297339.otc-tracker-1.19204.0 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9bafd59b012f74d06a0dae8ee64062fb3ce19ac272d3b99de2f0b34ea66b4fd6 +size 4799 diff --git 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