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license: apache-2.0
tags:
- generated_from_trainer
datasets:
- bionlp2004
metrics:
- precision
- recall
- f1
- accuracy
model-index:
- name: mytest
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# mytest
This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the bionlp2004 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.5628
- Precision: 0.7930
- Recall: 0.8160
- F1: 0.8043
- Accuracy: 0.9464
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.001
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1000
### Training results
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|:-------------:|:------:|:-------:|:---------------:|:---------:|:------:|:------:|:--------:|
| 0.2135 | 1.0 | 1039 | 0.1853 | 0.7151 | 0.7706 | 0.7418 | 0.9365 |
| 0.1875 | 2.0 | 2078 | 0.1709 | 0.7212 | 0.7927 | 0.7553 | 0.9413 |
| 0.1727 | 3.0 | 3117 | 0.1702 | 0.7314 | 0.8095 | 0.7684 | 0.9435 |
| 0.1627 | 4.0 | 4156 | 0.1733 | 0.7377 | 0.8106 | 0.7724 | 0.9429 |
| 0.1578 | 5.0 | 5195 | 0.1660 | 0.7638 | 0.8012 | 0.7820 | 0.9455 |
| 0.1497 | 6.0 | 6234 | 0.1691 | 0.7408 | 0.8196 | 0.7782 | 0.9451 |
| 0.1435 | 7.0 | 7273 | 0.1804 | 0.7548 | 0.8295 | 0.7904 | 0.9438 |
| 0.1408 | 8.0 | 8312 | 0.1711 | 0.7546 | 0.8133 | 0.7828 | 0.9441 |
| 0.1402 | 9.0 | 9351 | 0.1687 | 0.7625 | 0.7978 | 0.7797 | 0.9460 |
| 0.132 | 10.0 | 10390 | 0.1630 | 0.7682 | 0.8307 | 0.7982 | 0.9469 |
| 0.1305 | 11.0 | 11429 | 0.1741 | 0.7510 | 0.8190 | 0.7835 | 0.9446 |
| 0.1209 | 12.0 | 12468 | 0.1711 | 0.7600 | 0.8156 | 0.7868 | 0.9437 |
| 0.1295 | 13.0 | 13507 | 0.1678 | 0.7640 | 0.8208 | 0.7914 | 0.9460 |
| 0.1252 | 14.0 | 14546 | 0.1703 | 0.7581 | 0.8149 | 0.7855 | 0.9461 |
| 0.1243 | 15.0 | 15585 | 0.1737 | 0.7643 | 0.8111 | 0.7870 | 0.9457 |
| 0.1232 | 16.0 | 16624 | 0.1743 | 0.7514 | 0.8197 | 0.7841 | 0.9437 |
| 0.1185 | 17.0 | 17663 | 0.1760 | 0.7707 | 0.8106 | 0.7901 | 0.9443 |
| 0.1163 | 18.0 | 18702 | 0.1799 | 0.7609 | 0.8120 | 0.7856 | 0.9452 |
| 0.1137 | 19.0 | 19741 | 0.1906 | 0.7733 | 0.7956 | 0.7843 | 0.9431 |
| 0.1143 | 20.0 | 20780 | 0.1769 | 0.7697 | 0.8046 | 0.7868 | 0.9455 |
| 0.113 | 21.0 | 21819 | 0.1877 | 0.7527 | 0.8185 | 0.7842 | 0.9451 |
| 0.1084 | 22.0 | 22858 | 0.1816 | 0.7640 | 0.8169 | 0.7896 | 0.9446 |
| 0.1065 | 23.0 | 23897 | 0.1759 | 0.7621 | 0.8156 | 0.7879 | 0.9443 |
| 0.1083 | 24.0 | 24936 | 0.1875 | 0.7708 | 0.8127 | 0.7912 | 0.9456 |
| 0.1065 | 25.0 | 25975 | 0.1792 | 0.7675 | 0.8138 | 0.7900 | 0.9450 |
| 0.111 | 26.0 | 27014 | 0.1830 | 0.7713 | 0.8183 | 0.7941 | 0.9459 |
| 0.1079 | 27.0 | 28053 | 0.1814 | 0.7632 | 0.8097 | 0.7857 | 0.9441 |
| 0.1085 | 28.0 | 29092 | 0.1994 | 0.7653 | 0.7904 | 0.7776 | 0.9434 |
| 0.1083 | 29.0 | 30131 | 0.1847 | 0.7659 | 0.8201 | 0.7921 | 0.9457 |
| 0.105 | 30.0 | 31170 | 0.1837 | 0.7653 | 0.8052 | 0.7847 | 0.9453 |
| 0.1039 | 31.0 | 32209 | 0.2005 | 0.7653 | 0.7902 | 0.7775 | 0.9429 |
| 0.0995 | 32.0 | 33248 | 0.2038 | 0.7579 | 0.7920 | 0.7746 | 0.9433 |
| 0.1008 | 33.0 | 34287 | 0.1929 | 0.7557 | 0.8282 | 0.7903 | 0.9436 |
| 0.1021 | 34.0 | 35326 | 0.1914 | 0.7646 | 0.8035 | 0.7836 | 0.9431 |
| 0.0988 | 35.0 | 36365 | 0.2037 | 0.7634 | 0.8145 | 0.7881 | 0.9444 |
| 0.0961 | 36.0 | 37404 | 0.1842 | 0.7567 | 0.8111 | 0.7830 | 0.9449 |
| 0.0936 | 37.0 | 38443 | 0.1933 | 0.7782 | 0.8232 | 0.8000 | 0.9460 |
| 0.0931 | 38.0 | 39482 | 0.1961 | 0.7664 | 0.8053 | 0.7854 | 0.9432 |
| 0.0991 | 39.0 | 40521 | 0.1948 | 0.7812 | 0.8095 | 0.7951 | 0.9470 |
| 0.0974 | 40.0 | 41560 | 0.1878 | 0.7634 | 0.8239 | 0.7925 | 0.9447 |
| 0.0968 | 41.0 | 42599 | 0.2035 | 0.7600 | 0.8244 | 0.7909 | 0.9436 |
| 0.0955 | 42.0 | 43638 | 0.2066 | 0.7479 | 0.8282 | 0.7860 | 0.9436 |
| 0.0939 | 43.0 | 44677 | 0.1958 | 0.7704 | 0.8093 | 0.7894 | 0.9443 |
| 0.0934 | 44.0 | 45716 | 0.2012 | 0.7553 | 0.8278 | 0.7899 | 0.9435 |
| 0.0943 | 45.0 | 46755 | 0.2053 | 0.7706 | 0.8023 | 0.7861 | 0.9449 |
| 0.0928 | 46.0 | 47794 | 0.1978 | 0.7746 | 0.8136 | 0.7936 | 0.9457 |
| 0.0902 | 47.0 | 48833 | 0.1936 | 0.7789 | 0.8118 | 0.7950 | 0.9460 |
| 0.0876 | 48.0 | 49872 | 0.2079 | 0.7750 | 0.8127 | 0.7934 | 0.9454 |
| 0.0856 | 49.0 | 50911 | 0.2027 | 0.7686 | 0.8062 | 0.7870 | 0.9447 |
| 0.0868 | 50.0 | 51950 | 0.2032 | 0.7591 | 0.7934 | 0.7759 | 0.9428 |
| 0.0859 | 51.0 | 52989 | 0.2094 | 0.7787 | 0.7877 | 0.7832 | 0.9431 |
| 0.0917 | 52.0 | 54028 | 0.2080 | 0.7689 | 0.8147 | 0.7911 | 0.9441 |
| 0.0872 | 53.0 | 55067 | 0.2047 | 0.7889 | 0.8124 | 0.8005 | 0.9461 |
| 0.0894 | 54.0 | 56106 | 0.2061 | 0.7652 | 0.8142 | 0.7889 | 0.9447 |
| 0.0879 | 55.0 | 57145 | 0.2032 | 0.7678 | 0.8147 | 0.7906 | 0.9446 |
| 0.0869 | 56.0 | 58184 | 0.2161 | 0.7742 | 0.7997 | 0.7868 | 0.9452 |
| 0.085 | 57.0 | 59223 | 0.2056 | 0.7868 | 0.8086 | 0.7975 | 0.9463 |
| 0.083 | 58.0 | 60262 | 0.2246 | 0.7626 | 0.7866 | 0.7744 | 0.9408 |
| 0.0843 | 59.0 | 61301 | 0.2118 | 0.7681 | 0.8167 | 0.7917 | 0.9442 |
| 0.0829 | 60.0 | 62340 | 0.2033 | 0.7589 | 0.8098 | 0.7835 | 0.9432 |
| 0.0835 | 61.0 | 63379 | 0.2193 | 0.7597 | 0.8151 | 0.7864 | 0.9438 |
| 0.0801 | 62.0 | 64418 | 0.2123 | 0.7739 | 0.8005 | 0.7869 | 0.9441 |
| 0.0798 | 63.0 | 65457 | 0.2067 | 0.7716 | 0.8005 | 0.7858 | 0.9439 |
| 0.0781 | 64.0 | 66496 | 0.2162 | 0.7736 | 0.8061 | 0.7895 | 0.9443 |
| 0.0834 | 65.0 | 67535 | 0.2015 | 0.7707 | 0.8124 | 0.7910 | 0.9452 |
| 0.0838 | 66.0 | 68574 | 0.2097 | 0.7617 | 0.7936 | 0.7773 | 0.9435 |
| 0.0844 | 67.0 | 69613 | 0.2118 | 0.7808 | 0.7933 | 0.7870 | 0.9443 |
| 0.083 | 68.0 | 70652 | 0.2060 | 0.7738 | 0.8102 | 0.7916 | 0.9448 |
| 0.084 | 69.0 | 71691 | 0.2093 | 0.7693 | 0.8035 | 0.7860 | 0.9428 |
| 0.0777 | 70.0 | 72730 | 0.2168 | 0.7762 | 0.7889 | 0.7825 | 0.9437 |
| 0.0782 | 71.0 | 73769 | 0.2245 | 0.7704 | 0.8116 | 0.7905 | 0.9455 |
| 0.0804 | 72.0 | 74808 | 0.2173 | 0.7697 | 0.7956 | 0.7824 | 0.9432 |
| 0.0793 | 73.0 | 75847 | 0.2069 | 0.7696 | 0.8131 | 0.7907 | 0.9450 |
| 0.0777 | 74.0 | 76886 | 0.2191 | 0.7607 | 0.8042 | 0.7819 | 0.9433 |
| 0.0745 | 75.0 | 77925 | 0.2232 | 0.7663 | 0.8250 | 0.7946 | 0.9445 |
| 0.0713 | 76.0 | 78964 | 0.2198 | 0.7787 | 0.8073 | 0.7927 | 0.9456 |
| 0.0791 | 77.0 | 80003 | 0.2199 | 0.7737 | 0.8005 | 0.7869 | 0.9439 |
| 0.0811 | 78.0 | 81042 | 0.2291 | 0.7596 | 0.7936 | 0.7762 | 0.9424 |
| 0.0774 | 79.0 | 82081 | 0.2404 | 0.7658 | 0.8097 | 0.7871 | 0.9426 |
| 0.0764 | 80.0 | 83120 | 0.2123 | 0.7749 | 0.8188 | 0.7963 | 0.9457 |
| 0.0756 | 81.0 | 84159 | 0.2190 | 0.7627 | 0.8052 | 0.7834 | 0.9433 |
| 0.0764 | 82.0 | 85198 | 0.2092 | 0.7707 | 0.8014 | 0.7857 | 0.9453 |
| 0.0746 | 83.0 | 86237 | 0.2210 | 0.7719 | 0.8140 | 0.7924 | 0.9456 |
| 0.0734 | 84.0 | 87276 | 0.2152 | 0.7738 | 0.8023 | 0.7878 | 0.9443 |
| 0.0728 | 85.0 | 88315 | 0.2244 | 0.7669 | 0.8104 | 0.7880 | 0.9433 |
| 0.0737 | 86.0 | 89354 | 0.2174 | 0.7709 | 0.8041 | 0.7871 | 0.9448 |
| 0.0708 | 87.0 | 90393 | 0.2170 | 0.7758 | 0.7913 | 0.7835 | 0.9445 |
| 0.0711 | 88.0 | 91432 | 0.2031 | 0.7872 | 0.7976 | 0.7924 | 0.9461 |
| 0.0686 | 89.0 | 92471 | 0.2174 | 0.7645 | 0.7911 | 0.7776 | 0.9418 |
| 0.074 | 90.0 | 93510 | 0.2215 | 0.7727 | 0.7916 | 0.7821 | 0.9444 |
| 0.0728 | 91.0 | 94549 | 0.2193 | 0.7771 | 0.8142 | 0.7952 | 0.9468 |
| 0.0719 | 92.0 | 95588 | 0.2244 | 0.7634 | 0.8354 | 0.7978 | 0.9447 |
| 0.0721 | 93.0 | 96627 | 0.2198 | 0.7829 | 0.7988 | 0.7908 | 0.9453 |
| 0.0762 | 94.0 | 97666 | 0.2293 | 0.7813 | 0.8053 | 0.7931 | 0.9449 |
| 0.0718 | 95.0 | 98705 | 0.2262 | 0.7703 | 0.8082 | 0.7888 | 0.9459 |
| 0.0683 | 96.0 | 99744 | 0.2278 | 0.7652 | 0.8145 | 0.7891 | 0.9443 |
| 0.0712 | 97.0 | 100783 | 0.2286 | 0.7679 | 0.8104 | 0.7886 | 0.9442 |
| 0.0684 | 98.0 | 101822 | 0.2300 | 0.7667 | 0.8091 | 0.7873 | 0.9441 |
| 0.0652 | 99.0 | 102861 | 0.2187 | 0.7614 | 0.8104 | 0.7851 | 0.9426 |
| 0.0686 | 100.0 | 103900 | 0.2444 | 0.7682 | 0.8023 | 0.7849 | 0.9439 |
| 0.0668 | 101.0 | 104939 | 0.2209 | 0.7749 | 0.7997 | 0.7871 | 0.9435 |
| 0.0655 | 102.0 | 105978 | 0.2340 | 0.7642 | 0.8053 | 0.7842 | 0.9449 |
| 0.0728 | 103.0 | 107017 | 0.2255 | 0.7727 | 0.8077 | 0.7898 | 0.9451 |
| 0.068 | 104.0 | 108056 | 0.2329 | 0.7716 | 0.8151 | 0.7927 | 0.9445 |
| 0.07 | 105.0 | 109095 | 0.2214 | 0.7762 | 0.8064 | 0.7910 | 0.9451 |
| 0.0701 | 106.0 | 110134 | 0.2197 | 0.7771 | 0.8086 | 0.7925 | 0.9444 |
| 0.0676 | 107.0 | 111173 | 0.2255 | 0.7718 | 0.8167 | 0.7936 | 0.9445 |
| 0.0684 | 108.0 | 112212 | 0.2312 | 0.7728 | 0.8048 | 0.7885 | 0.9444 |
| 0.0671 | 109.0 | 113251 | 0.2248 | 0.7726 | 0.7996 | 0.7858 | 0.9425 |
| 0.0644 | 110.0 | 114290 | 0.2395 | 0.7778 | 0.8106 | 0.7938 | 0.9443 |
| 0.0647 | 111.0 | 115329 | 0.2408 | 0.7682 | 0.8129 | 0.7899 | 0.9433 |
| 0.0659 | 112.0 | 116368 | 0.2447 | 0.7800 | 0.8039 | 0.7918 | 0.9436 |
| 0.0646 | 113.0 | 117407 | 0.2325 | 0.7765 | 0.8066 | 0.7913 | 0.9432 |
| 0.0616 | 114.0 | 118446 | 0.2379 | 0.7729 | 0.8205 | 0.7959 | 0.9448 |
| 0.0601 | 115.0 | 119485 | 0.2415 | 0.7811 | 0.7967 | 0.7888 | 0.9436 |
| 0.0663 | 116.0 | 120524 | 0.2587 | 0.7789 | 0.7866 | 0.7827 | 0.9424 |
| 0.0656 | 117.0 | 121563 | 0.2492 | 0.7728 | 0.8084 | 0.7902 | 0.9431 |
| 0.0654 | 118.0 | 122602 | 0.2414 | 0.7686 | 0.8088 | 0.7882 | 0.9439 |
| 0.0685 | 119.0 | 123641 | 0.2471 | 0.7749 | 0.8077 | 0.7909 | 0.9434 |
| 0.0632 | 120.0 | 124680 | 0.2392 | 0.7753 | 0.8064 | 0.7905 | 0.9451 |
| 0.0619 | 121.0 | 125719 | 0.2328 | 0.7746 | 0.8199 | 0.7966 | 0.9459 |
| 0.0618 | 122.0 | 126758 | 0.2526 | 0.7743 | 0.8093 | 0.7914 | 0.9440 |
| 0.0618 | 123.0 | 127797 | 0.2451 | 0.7668 | 0.8156 | 0.7905 | 0.9428 |
| 0.0624 | 124.0 | 128836 | 0.2528 | 0.7719 | 0.7981 | 0.7848 | 0.9419 |
| 0.06 | 125.0 | 129875 | 0.2431 | 0.7659 | 0.8172 | 0.7907 | 0.9435 |
| 0.0588 | 126.0 | 130914 | 0.2344 | 0.7646 | 0.8014 | 0.7826 | 0.9438 |
| 0.0613 | 127.0 | 131953 | 0.2353 | 0.7850 | 0.7931 | 0.7890 | 0.9428 |
| 0.0572 | 128.0 | 132992 | 0.2389 | 0.7510 | 0.8151 | 0.7817 | 0.9427 |
| 0.0627 | 129.0 | 134031 | 0.2669 | 0.7816 | 0.8187 | 0.7997 | 0.9458 |
| 0.0618 | 130.0 | 135070 | 0.2397 | 0.7638 | 0.8098 | 0.7861 | 0.9436 |
| 0.0637 | 131.0 | 136109 | 0.2485 | 0.7739 | 0.8129 | 0.7929 | 0.9438 |
| 0.0616 | 132.0 | 137148 | 0.2471 | 0.7735 | 0.8057 | 0.7893 | 0.9442 |
| 0.0606 | 133.0 | 138187 | 0.2541 | 0.7781 | 0.8089 | 0.7932 | 0.9440 |
| 0.061 | 134.0 | 139226 | 0.2623 | 0.7719 | 0.8131 | 0.7920 | 0.9426 |
| 0.0602 | 135.0 | 140265 | 0.2604 | 0.7720 | 0.8133 | 0.7921 | 0.9429 |
| 0.0598 | 136.0 | 141304 | 0.2270 | 0.7686 | 0.7938 | 0.7810 | 0.9437 |
| 0.0567 | 137.0 | 142343 | 0.2593 | 0.7615 | 0.8210 | 0.7901 | 0.9434 |
| 0.0576 | 138.0 | 143382 | 0.2379 | 0.7788 | 0.8169 | 0.7974 | 0.9444 |
| 0.058 | 139.0 | 144421 | 0.2412 | 0.7728 | 0.8079 | 0.7899 | 0.9442 |
| 0.0552 | 140.0 | 145460 | 0.2425 | 0.7779 | 0.8066 | 0.7920 | 0.9439 |
| 0.0553 | 141.0 | 146499 | 0.2526 | 0.7639 | 0.8062 | 0.7845 | 0.9419 |
| 0.0606 | 142.0 | 147538 | 0.2442 | 0.7804 | 0.8197 | 0.7996 | 0.9449 |
| 0.0597 | 143.0 | 148577 | 0.2581 | 0.7576 | 0.8095 | 0.7827 | 0.9423 |
| 0.0581 | 144.0 | 149616 | 0.2601 | 0.7791 | 0.8093 | 0.7939 | 0.9432 |
| 0.0562 | 145.0 | 150655 | 0.2411 | 0.7728 | 0.8012 | 0.7867 | 0.9448 |
| 0.0585 | 146.0 | 151694 | 0.2535 | 0.7676 | 0.8136 | 0.7899 | 0.9440 |
| 0.0578 | 147.0 | 152733 | 0.2324 | 0.7782 | 0.8070 | 0.7923 | 0.9446 |
| 0.057 | 148.0 | 153772 | 0.2462 | 0.7698 | 0.8075 | 0.7882 | 0.9429 |
| 0.0583 | 149.0 | 154811 | 0.2446 | 0.7803 | 0.7976 | 0.7889 | 0.9441 |
| 0.0556 | 150.0 | 155850 | 0.2502 | 0.7772 | 0.7947 | 0.7859 | 0.9440 |
| 0.0556 | 151.0 | 156889 | 0.2610 | 0.7711 | 0.8001 | 0.7853 | 0.9432 |
| 0.052 | 152.0 | 157928 | 0.2455 | 0.7606 | 0.8262 | 0.7921 | 0.9439 |
| 0.0534 | 153.0 | 158967 | 0.2410 | 0.7803 | 0.8059 | 0.7929 | 0.9450 |
| 0.0578 | 154.0 | 160006 | 0.2491 | 0.7905 | 0.7931 | 0.7918 | 0.9439 |
| 0.0579 | 155.0 | 161045 | 0.2311 | 0.7817 | 0.8080 | 0.7947 | 0.9454 |
| 0.0598 | 156.0 | 162084 | 0.2409 | 0.7729 | 0.8134 | 0.7927 | 0.9454 |
| 0.055 | 157.0 | 163123 | 0.2564 | 0.7616 | 0.8055 | 0.7830 | 0.9432 |
| 0.0558 | 158.0 | 164162 | 0.2428 | 0.7731 | 0.7907 | 0.7818 | 0.9435 |
| 0.0562 | 159.0 | 165201 | 0.2316 | 0.7812 | 0.7987 | 0.7898 | 0.9451 |
| 0.0556 | 160.0 | 166240 | 0.2592 | 0.7859 | 0.8006 | 0.7932 | 0.9447 |
| 0.0514 | 161.0 | 167279 | 0.2467 | 0.7903 | 0.7987 | 0.7944 | 0.9446 |
| 0.0532 | 162.0 | 168318 | 0.2536 | 0.7687 | 0.8163 | 0.7918 | 0.9448 |
| 0.0537 | 163.0 | 169357 | 0.2463 | 0.7718 | 0.7936 | 0.7826 | 0.9431 |
| 0.0518 | 164.0 | 170396 | 0.2434 | 0.7565 | 0.8021 | 0.7786 | 0.9425 |
| 0.0527 | 165.0 | 171435 | 0.2624 | 0.7634 | 0.8118 | 0.7869 | 0.9424 |
| 0.0536 | 166.0 | 172474 | 0.2653 | 0.7721 | 0.7753 | 0.7737 | 0.9402 |
| 0.0548 | 167.0 | 173513 | 0.2649 | 0.7727 | 0.7848 | 0.7787 | 0.9425 |
| 0.0557 | 168.0 | 174552 | 0.2479 | 0.7710 | 0.7987 | 0.7846 | 0.9439 |
| 0.0545 | 169.0 | 175591 | 0.2530 | 0.7745 | 0.8140 | 0.7937 | 0.9448 |
| 0.0534 | 170.0 | 176630 | 0.2554 | 0.7549 | 0.8030 | 0.7782 | 0.9422 |
| 0.0531 | 171.0 | 177669 | 0.2452 | 0.7651 | 0.8073 | 0.7857 | 0.9438 |
| 0.0532 | 172.0 | 178708 | 0.2637 | 0.7731 | 0.8116 | 0.7919 | 0.9443 |
| 0.0534 | 173.0 | 179747 | 0.2612 | 0.7607 | 0.8118 | 0.7854 | 0.9443 |
| 0.0524 | 174.0 | 180786 | 0.2473 | 0.7790 | 0.8061 | 0.7923 | 0.9448 |
| 0.0512 | 175.0 | 181825 | 0.2584 | 0.7827 | 0.8057 | 0.7940 | 0.9432 |
| 0.0505 | 176.0 | 182864 | 0.2780 | 0.7647 | 0.7988 | 0.7814 | 0.9411 |
| 0.0508 | 177.0 | 183903 | 0.2470 | 0.7599 | 0.8030 | 0.7808 | 0.9422 |
| 0.0503 | 178.0 | 184942 | 0.2449 | 0.7673 | 0.8118 | 0.7889 | 0.9437 |
| 0.048 | 179.0 | 185981 | 0.2543 | 0.7714 | 0.8253 | 0.7975 | 0.9453 |
| 0.0532 | 180.0 | 187020 | 0.2537 | 0.7651 | 0.8214 | 0.7923 | 0.9441 |
| 0.0526 | 181.0 | 188059 | 0.2496 | 0.7730 | 0.7886 | 0.7807 | 0.9433 |
| 0.0506 | 182.0 | 189098 | 0.2716 | 0.7755 | 0.8017 | 0.7884 | 0.9427 |
| 0.0502 | 183.0 | 190137 | 0.2676 | 0.7823 | 0.8044 | 0.7932 | 0.9452 |
| 0.0497 | 184.0 | 191176 | 0.2447 | 0.7783 | 0.8176 | 0.7975 | 0.9461 |
| 0.05 | 185.0 | 192215 | 0.2625 | 0.7706 | 0.8107 | 0.7902 | 0.9443 |
| 0.0534 | 186.0 | 193254 | 0.2537 | 0.7825 | 0.7994 | 0.7908 | 0.9438 |
| 0.0487 | 187.0 | 194293 | 0.2518 | 0.7815 | 0.8091 | 0.7951 | 0.9457 |
| 0.0492 | 188.0 | 195332 | 0.2511 | 0.7792 | 0.8061 | 0.7924 | 0.9455 |
| 0.0482 | 189.0 | 196371 | 0.2671 | 0.7725 | 0.8033 | 0.7876 | 0.9438 |
| 0.0465 | 190.0 | 197410 | 0.2629 | 0.7652 | 0.8098 | 0.7869 | 0.9438 |
| 0.0471 | 191.0 | 198449 | 0.2481 | 0.7833 | 0.8048 | 0.7939 | 0.9464 |
| 0.0481 | 192.0 | 199488 | 0.2583 | 0.7723 | 0.7897 | 0.7809 | 0.9435 |
| 0.0503 | 193.0 | 200527 | 0.2582 | 0.7912 | 0.7965 | 0.7939 | 0.9450 |
| 0.0488 | 194.0 | 201566 | 0.2703 | 0.7833 | 0.7850 | 0.7841 | 0.9412 |
| 0.0485 | 195.0 | 202605 | 0.2567 | 0.7818 | 0.8028 | 0.7922 | 0.9435 |
| 0.0488 | 196.0 | 203644 | 0.2624 | 0.7747 | 0.8095 | 0.7917 | 0.9439 |
| 0.0497 | 197.0 | 204683 | 0.2684 | 0.7643 | 0.8023 | 0.7828 | 0.9417 |
| 0.048 | 198.0 | 205722 | 0.2588 | 0.7757 | 0.7911 | 0.7833 | 0.9426 |
| 0.0468 | 199.0 | 206761 | 0.2697 | 0.7749 | 0.7949 | 0.7848 | 0.9428 |
| 0.047 | 200.0 | 207800 | 0.2638 | 0.7810 | 0.8064 | 0.7935 | 0.9453 |
| 0.0462 | 201.0 | 208839 | 0.2436 | 0.7705 | 0.8154 | 0.7923 | 0.9448 |
| 0.0471 | 202.0 | 209878 | 0.2683 | 0.7752 | 0.8152 | 0.7947 | 0.9439 |
| 0.0433 | 203.0 | 210917 | 0.2445 | 0.7829 | 0.7891 | 0.7860 | 0.9424 |
| 0.0443 | 204.0 | 211956 | 0.2610 | 0.7681 | 0.8100 | 0.7885 | 0.9443 |
| 0.044 | 205.0 | 212995 | 0.2660 | 0.7773 | 0.8091 | 0.7929 | 0.9448 |
| 0.0495 | 206.0 | 214034 | 0.2621 | 0.7667 | 0.8136 | 0.7894 | 0.9426 |
| 0.0489 | 207.0 | 215073 | 0.2572 | 0.7703 | 0.7997 | 0.7848 | 0.9430 |
| 0.0495 | 208.0 | 216112 | 0.2679 | 0.7774 | 0.8161 | 0.7963 | 0.9440 |
| 0.0472 | 209.0 | 217151 | 0.2836 | 0.7755 | 0.8080 | 0.7914 | 0.9424 |
| 0.0471 | 210.0 | 218190 | 0.2597 | 0.7738 | 0.8028 | 0.7881 | 0.9426 |
| 0.0458 | 211.0 | 219229 | 0.2580 | 0.7744 | 0.8226 | 0.7978 | 0.9455 |
| 0.0438 | 212.0 | 220268 | 0.2520 | 0.7751 | 0.7870 | 0.7810 | 0.9415 |
| 0.0452 | 213.0 | 221307 | 0.2530 | 0.7785 | 0.8129 | 0.7953 | 0.9452 |
| 0.0448 | 214.0 | 222346 | 0.2654 | 0.7709 | 0.8082 | 0.7891 | 0.9437 |
| 0.0437 | 215.0 | 223385 | 0.2774 | 0.7923 | 0.8106 | 0.8013 | 0.9452 |
| 0.0441 | 216.0 | 224424 | 0.2816 | 0.7668 | 0.8059 | 0.7858 | 0.9412 |
| 0.0443 | 217.0 | 225463 | 0.2700 | 0.7662 | 0.7904 | 0.7781 | 0.9396 |
| 0.0491 | 218.0 | 226502 | 0.2538 | 0.7716 | 0.8097 | 0.7902 | 0.9442 |
| 0.0462 | 219.0 | 227541 | 0.2554 | 0.7687 | 0.8093 | 0.7885 | 0.9448 |
| 0.0469 | 220.0 | 228580 | 0.2944 | 0.77 | 0.7904 | 0.7801 | 0.9399 |
| 0.0468 | 221.0 | 229619 | 0.2692 | 0.7730 | 0.8138 | 0.7929 | 0.9444 |
| 0.0441 | 222.0 | 230658 | 0.2677 | 0.7627 | 0.8142 | 0.7876 | 0.9431 |
| 0.046 | 223.0 | 231697 | 0.2682 | 0.7722 | 0.8014 | 0.7865 | 0.9435 |
| 0.0466 | 224.0 | 232736 | 0.2603 | 0.7641 | 0.8015 | 0.7824 | 0.9434 |
| 0.0422 | 225.0 | 233775 | 0.2624 | 0.7833 | 0.8026 | 0.7928 | 0.9443 |
| 0.045 | 226.0 | 234814 | 0.2795 | 0.7794 | 0.7970 | 0.7881 | 0.9444 |
| 0.0428 | 227.0 | 235853 | 0.2550 | 0.7633 | 0.8071 | 0.7846 | 0.9438 |
| 0.0426 | 228.0 | 236892 | 0.2680 | 0.7842 | 0.8048 | 0.7943 | 0.9442 |
| 0.0423 | 229.0 | 237931 | 0.2731 | 0.7745 | 0.7965 | 0.7853 | 0.9421 |
| 0.0423 | 230.0 | 238970 | 0.2516 | 0.7715 | 0.8070 | 0.7888 | 0.9441 |
| 0.045 | 231.0 | 240009 | 0.2874 | 0.7745 | 0.7983 | 0.7862 | 0.9431 |
| 0.044 | 232.0 | 241048 | 0.2706 | 0.7729 | 0.8033 | 0.7878 | 0.9442 |
| 0.0463 | 233.0 | 242087 | 0.2752 | 0.7727 | 0.8129 | 0.7923 | 0.9445 |
| 0.0431 | 234.0 | 243126 | 0.2897 | 0.7695 | 0.7947 | 0.7819 | 0.9421 |
| 0.0448 | 235.0 | 244165 | 0.2508 | 0.7627 | 0.7954 | 0.7787 | 0.9423 |
| 0.042 | 236.0 | 245204 | 0.2705 | 0.7740 | 0.8124 | 0.7927 | 0.9431 |
| 0.0422 | 237.0 | 246243 | 0.2742 | 0.7778 | 0.7938 | 0.7857 | 0.9436 |
| 0.0442 | 238.0 | 247282 | 0.2756 | 0.7748 | 0.7925 | 0.7836 | 0.9429 |
| 0.0417 | 239.0 | 248321 | 0.2847 | 0.7595 | 0.8133 | 0.7855 | 0.9432 |
| 0.0432 | 240.0 | 249360 | 0.2662 | 0.7848 | 0.8129 | 0.7986 | 0.9457 |
| 0.0423 | 241.0 | 250399 | 0.2686 | 0.7712 | 0.7942 | 0.7825 | 0.9426 |
| 0.0406 | 242.0 | 251438 | 0.2903 | 0.7704 | 0.7805 | 0.7754 | 0.9409 |
| 0.0402 | 243.0 | 252477 | 0.2862 | 0.7729 | 0.8151 | 0.7934 | 0.9438 |
| 0.0447 | 244.0 | 253516 | 0.2697 | 0.7766 | 0.7988 | 0.7876 | 0.9435 |
| 0.0441 | 245.0 | 254555 | 0.3012 | 0.7764 | 0.8140 | 0.7947 | 0.9450 |
| 0.0435 | 246.0 | 255594 | 0.2928 | 0.7755 | 0.8161 | 0.7953 | 0.9444 |
| 0.0405 | 247.0 | 256633 | 0.2749 | 0.7666 | 0.8026 | 0.7842 | 0.9428 |
| 0.0414 | 248.0 | 257672 | 0.2941 | 0.7724 | 0.8122 | 0.7918 | 0.9438 |
| 0.0401 | 249.0 | 258711 | 0.2822 | 0.7786 | 0.8030 | 0.7906 | 0.9433 |
| 0.0403 | 250.0 | 259750 | 0.2704 | 0.7671 | 0.7906 | 0.7786 | 0.9419 |
| 0.0403 | 251.0 | 260789 | 0.2806 | 0.7685 | 0.8024 | 0.7851 | 0.9424 |
| 0.039 | 252.0 | 261828 | 0.2886 | 0.7919 | 0.7879 | 0.7899 | 0.9429 |
| 0.0423 | 253.0 | 262867 | 0.2591 | 0.7699 | 0.8026 | 0.7859 | 0.9425 |
| 0.0391 | 254.0 | 263906 | 0.2904 | 0.7748 | 0.7848 | 0.7797 | 0.9422 |
| 0.0414 | 255.0 | 264945 | 0.2827 | 0.7715 | 0.8095 | 0.7901 | 0.9432 |
| 0.0389 | 256.0 | 265984 | 0.2789 | 0.7735 | 0.7898 | 0.7816 | 0.9420 |
| 0.0419 | 257.0 | 267023 | 0.2749 | 0.7754 | 0.7976 | 0.7863 | 0.9413 |
| 0.0433 | 258.0 | 268062 | 0.2875 | 0.7881 | 0.7983 | 0.7932 | 0.9443 |
| 0.0424 | 259.0 | 269101 | 0.2907 | 0.7687 | 0.7965 | 0.7823 | 0.9414 |
| 0.0392 | 260.0 | 270140 | 0.2680 | 0.7756 | 0.8042 | 0.7897 | 0.9439 |
| 0.0408 | 261.0 | 271179 | 0.2771 | 0.7718 | 0.8048 | 0.7880 | 0.9431 |
| 0.0406 | 262.0 | 272218 | 0.2826 | 0.7626 | 0.7844 | 0.7734 | 0.9400 |
| 0.0374 | 263.0 | 273257 | 0.2905 | 0.7806 | 0.7951 | 0.7878 | 0.9419 |
| 0.0391 | 264.0 | 274296 | 0.2903 | 0.7697 | 0.8021 | 0.7855 | 0.9419 |
| 0.0376 | 265.0 | 275335 | 0.2806 | 0.7748 | 0.8068 | 0.7905 | 0.9443 |
| 0.0382 | 266.0 | 276374 | 0.2914 | 0.7588 | 0.8188 | 0.7877 | 0.9430 |
| 0.0374 | 267.0 | 277413 | 0.2956 | 0.7721 | 0.7936 | 0.7827 | 0.9418 |
| 0.0359 | 268.0 | 278452 | 0.2988 | 0.7730 | 0.7792 | 0.7761 | 0.9397 |
| 0.0365 | 269.0 | 279491 | 0.2752 | 0.7806 | 0.8118 | 0.7959 | 0.9446 |
| 0.0393 | 270.0 | 280530 | 0.2835 | 0.7823 | 0.8044 | 0.7932 | 0.9438 |
| 0.0393 | 271.0 | 281569 | 0.2878 | 0.7715 | 0.7981 | 0.7846 | 0.9424 |
| 0.0394 | 272.0 | 282608 | 0.2714 | 0.7732 | 0.7951 | 0.7840 | 0.9432 |
| 0.0387 | 273.0 | 283647 | 0.2739 | 0.7763 | 0.8143 | 0.7949 | 0.9455 |
| 0.0393 | 274.0 | 284686 | 0.3002 | 0.7719 | 0.8104 | 0.7907 | 0.9427 |
| 0.0378 | 275.0 | 285725 | 0.2737 | 0.7674 | 0.7938 | 0.7804 | 0.9419 |
| 0.0386 | 276.0 | 286764 | 0.2979 | 0.7637 | 0.8106 | 0.7864 | 0.9423 |
| 0.0376 | 277.0 | 287803 | 0.2749 | 0.7740 | 0.8053 | 0.7893 | 0.9440 |
| 0.0368 | 278.0 | 288842 | 0.2853 | 0.7722 | 0.8075 | 0.7894 | 0.9438 |
| 0.0375 | 279.0 | 289881 | 0.2753 | 0.7709 | 0.7997 | 0.7850 | 0.9429 |
| 0.0387 | 280.0 | 290920 | 0.2710 | 0.7892 | 0.7940 | 0.7916 | 0.9433 |
| 0.0354 | 281.0 | 291959 | 0.2898 | 0.7764 | 0.8118 | 0.7937 | 0.9444 |
| 0.0352 | 282.0 | 292998 | 0.2788 | 0.7751 | 0.8124 | 0.7933 | 0.9438 |
| 0.0405 | 283.0 | 294037 | 0.2756 | 0.7734 | 0.7990 | 0.7860 | 0.9433 |
| 0.0388 | 284.0 | 295076 | 0.2896 | 0.7679 | 0.7988 | 0.7831 | 0.9419 |
| 0.038 | 285.0 | 296115 | 0.2917 | 0.7792 | 0.8084 | 0.7935 | 0.9440 |
| 0.0386 | 286.0 | 297154 | 0.2909 | 0.7749 | 0.7879 | 0.7813 | 0.9412 |
| 0.0364 | 287.0 | 298193 | 0.2897 | 0.7647 | 0.7983 | 0.7811 | 0.9422 |
| 0.0379 | 288.0 | 299232 | 0.3019 | 0.7689 | 0.8167 | 0.7921 | 0.9436 |
| 0.0367 | 289.0 | 300271 | 0.2840 | 0.7689 | 0.8106 | 0.7892 | 0.9433 |
| 0.0357 | 290.0 | 301310 | 0.2986 | 0.7801 | 0.7997 | 0.7898 | 0.9436 |
| 0.0379 | 291.0 | 302349 | 0.2906 | 0.7700 | 0.8055 | 0.7874 | 0.9433 |
| 0.0351 | 292.0 | 303388 | 0.3019 | 0.7791 | 0.7958 | 0.7873 | 0.9433 |
| 0.0332 | 293.0 | 304427 | 0.2953 | 0.7638 | 0.8107 | 0.7866 | 0.9426 |
| 0.0349 | 294.0 | 305466 | 0.2822 | 0.7699 | 0.8170 | 0.7928 | 0.9448 |
| 0.0374 | 295.0 | 306505 | 0.2858 | 0.7754 | 0.8014 | 0.7882 | 0.9444 |
| 0.0368 | 296.0 | 307544 | 0.2956 | 0.7726 | 0.8062 | 0.7890 | 0.9437 |
| 0.0372 | 297.0 | 308583 | 0.2972 | 0.7825 | 0.7916 | 0.7870 | 0.9415 |
| 0.0378 | 298.0 | 309622 | 0.3038 | 0.7774 | 0.8118 | 0.7942 | 0.9430 |
| 0.0375 | 299.0 | 310661 | 0.2847 | 0.7773 | 0.7947 | 0.7859 | 0.9416 |
| 0.0361 | 300.0 | 311700 | 0.3136 | 0.7752 | 0.7906 | 0.7828 | 0.9418 |
| 0.0344 | 301.0 | 312739 | 0.2929 | 0.7834 | 0.7866 | 0.7850 | 0.9418 |
| 0.0355 | 302.0 | 313778 | 0.2826 | 0.7766 | 0.7861 | 0.7813 | 0.9423 |
| 0.0334 | 303.0 | 314817 | 0.2711 | 0.7784 | 0.8111 | 0.7944 | 0.9457 |
| 0.0357 | 304.0 | 315856 | 0.2888 | 0.7764 | 0.7997 | 0.7879 | 0.9431 |
| 0.0341 | 305.0 | 316895 | 0.2796 | 0.7822 | 0.8082 | 0.7950 | 0.9440 |
| 0.0341 | 306.0 | 317934 | 0.2918 | 0.7679 | 0.7789 | 0.7734 | 0.9400 |
| 0.0321 | 307.0 | 318973 | 0.2943 | 0.7739 | 0.8104 | 0.7917 | 0.9438 |
| 0.0355 | 308.0 | 320012 | 0.2838 | 0.7683 | 0.7983 | 0.7830 | 0.9413 |
| 0.0371 | 309.0 | 321051 | 0.2811 | 0.7823 | 0.8048 | 0.7934 | 0.9444 |
| 0.0362 | 310.0 | 322090 | 0.2679 | 0.7729 | 0.7911 | 0.7819 | 0.9434 |
| 0.0345 | 311.0 | 323129 | 0.2882 | 0.7612 | 0.8073 | 0.7836 | 0.9430 |
| 0.0363 | 312.0 | 324168 | 0.3020 | 0.7791 | 0.8042 | 0.7915 | 0.9442 |
| 0.035 | 313.0 | 325207 | 0.2785 | 0.7801 | 0.7997 | 0.7898 | 0.9438 |
| 0.034 | 314.0 | 326246 | 0.2923 | 0.7640 | 0.8062 | 0.7845 | 0.9434 |
| 0.034 | 315.0 | 327285 | 0.2809 | 0.7805 | 0.7938 | 0.7871 | 0.9433 |
| 0.0325 | 316.0 | 328324 | 0.2948 | 0.7746 | 0.8082 | 0.7910 | 0.9424 |
| 0.0327 | 317.0 | 329363 | 0.2887 | 0.7673 | 0.8005 | 0.7835 | 0.9421 |
| 0.0322 | 318.0 | 330402 | 0.2893 | 0.7764 | 0.8010 | 0.7885 | 0.9440 |
| 0.0333 | 319.0 | 331441 | 0.2974 | 0.7779 | 0.7916 | 0.7847 | 0.9425 |
| 0.0318 | 320.0 | 332480 | 0.2956 | 0.7732 | 0.8048 | 0.7887 | 0.9437 |
| 0.0353 | 321.0 | 333519 | 0.2797 | 0.7739 | 0.8057 | 0.7895 | 0.9439 |
| 0.0369 | 322.0 | 334558 | 0.2778 | 0.7883 | 0.8059 | 0.7970 | 0.9450 |
| 0.0355 | 323.0 | 335597 | 0.2803 | 0.7736 | 0.8098 | 0.7913 | 0.9445 |
| 0.0329 | 324.0 | 336636 | 0.2962 | 0.7825 | 0.8048 | 0.7935 | 0.9447 |
| 0.0329 | 325.0 | 337675 | 0.2877 | 0.7726 | 0.8062 | 0.7890 | 0.9439 |
| 0.0331 | 326.0 | 338714 | 0.2846 | 0.7806 | 0.8035 | 0.7919 | 0.9437 |
| 0.0325 | 327.0 | 339753 | 0.3017 | 0.7629 | 0.7821 | 0.7724 | 0.9411 |
| 0.032 | 328.0 | 340792 | 0.2963 | 0.7635 | 0.8006 | 0.7816 | 0.9427 |
| 0.032 | 329.0 | 341831 | 0.2777 | 0.7670 | 0.7736 | 0.7703 | 0.9400 |
| 0.031 | 330.0 | 342870 | 0.3129 | 0.7630 | 0.8046 | 0.7832 | 0.9424 |
| 0.0325 | 331.0 | 343909 | 0.2942 | 0.7738 | 0.7985 | 0.7860 | 0.9426 |
| 0.0316 | 332.0 | 344948 | 0.2985 | 0.7809 | 0.8181 | 0.7991 | 0.9451 |
| 0.0311 | 333.0 | 345987 | 0.2934 | 0.7713 | 0.7958 | 0.7834 | 0.9439 |
| 0.0334 | 334.0 | 347026 | 0.2987 | 0.7707 | 0.8001 | 0.7851 | 0.9431 |
| 0.0324 | 335.0 | 348065 | 0.2870 | 0.7755 | 0.8082 | 0.7915 | 0.9448 |
| 0.0339 | 336.0 | 349104 | 0.2857 | 0.7845 | 0.8030 | 0.7936 | 0.9434 |
| 0.0315 | 337.0 | 350143 | 0.2872 | 0.7727 | 0.8014 | 0.7868 | 0.9425 |
| 0.0321 | 338.0 | 351182 | 0.2986 | 0.7800 | 0.7913 | 0.7856 | 0.9420 |
| 0.0337 | 339.0 | 352221 | 0.3065 | 0.7602 | 0.7994 | 0.7793 | 0.9422 |
| 0.0314 | 340.0 | 353260 | 0.2922 | 0.7859 | 0.7868 | 0.7864 | 0.9430 |
| 0.0304 | 341.0 | 354299 | 0.2973 | 0.7790 | 0.8017 | 0.7902 | 0.9436 |
| 0.0293 | 342.0 | 355338 | 0.2839 | 0.7750 | 0.8053 | 0.7899 | 0.9451 |
| 0.0296 | 343.0 | 356377 | 0.3089 | 0.7663 | 0.8079 | 0.7865 | 0.9421 |
| 0.0303 | 344.0 | 357416 | 0.3050 | 0.7739 | 0.7771 | 0.7755 | 0.9382 |
| 0.0285 | 345.0 | 358455 | 0.3162 | 0.7661 | 0.7992 | 0.7823 | 0.9420 |
| 0.0286 | 346.0 | 359494 | 0.3179 | 0.7773 | 0.7994 | 0.7882 | 0.9427 |
| 0.0303 | 347.0 | 360533 | 0.2945 | 0.7765 | 0.7985 | 0.7874 | 0.9439 |
| 0.033 | 348.0 | 361572 | 0.2977 | 0.7738 | 0.8006 | 0.7870 | 0.9438 |
| 0.0321 | 349.0 | 362611 | 0.3122 | 0.7749 | 0.7943 | 0.7845 | 0.9423 |
| 0.0296 | 350.0 | 363650 | 0.3178 | 0.7766 | 0.8113 | 0.7936 | 0.9446 |
| 0.0319 | 351.0 | 364689 | 0.3039 | 0.7697 | 0.8024 | 0.7858 | 0.9428 |
| 0.0289 | 352.0 | 365728 | 0.3117 | 0.7828 | 0.8050 | 0.7937 | 0.9442 |
| 0.03 | 353.0 | 366767 | 0.2942 | 0.7798 | 0.7965 | 0.7881 | 0.9437 |
| 0.0301 | 354.0 | 367806 | 0.2883 | 0.7798 | 0.7834 | 0.7816 | 0.9412 |
| 0.0303 | 355.0 | 368845 | 0.3112 | 0.7753 | 0.7988 | 0.7869 | 0.9436 |
| 0.03 | 356.0 | 369884 | 0.3028 | 0.7741 | 0.7873 | 0.7806 | 0.9422 |
| 0.0295 | 357.0 | 370923 | 0.3071 | 0.7697 | 0.8019 | 0.7855 | 0.9424 |
| 0.0293 | 358.0 | 371962 | 0.2958 | 0.7722 | 0.8070 | 0.7892 | 0.9440 |
| 0.0315 | 359.0 | 373001 | 0.3087 | 0.7790 | 0.8102 | 0.7943 | 0.9443 |
| 0.031 | 360.0 | 374040 | 0.3106 | 0.7666 | 0.7855 | 0.7759 | 0.9408 |
| 0.0313 | 361.0 | 375079 | 0.3040 | 0.7725 | 0.8028 | 0.7874 | 0.9449 |
| 0.03 | 362.0 | 376118 | 0.2873 | 0.7810 | 0.8113 | 0.7959 | 0.9450 |
| 0.0296 | 363.0 | 377157 | 0.3077 | 0.7772 | 0.8030 | 0.7899 | 0.9440 |
| 0.0274 | 364.0 | 378196 | 0.3133 | 0.7732 | 0.8035 | 0.7881 | 0.9439 |
| 0.0294 | 365.0 | 379235 | 0.3118 | 0.7617 | 0.8057 | 0.7831 | 0.9437 |
| 0.0302 | 366.0 | 380274 | 0.2974 | 0.7806 | 0.8055 | 0.7929 | 0.9444 |
| 0.0303 | 367.0 | 381313 | 0.3358 | 0.7715 | 0.8062 | 0.7885 | 0.9431 |
| 0.0281 | 368.0 | 382352 | 0.3080 | 0.7635 | 0.8086 | 0.7854 | 0.9439 |
| 0.0277 | 369.0 | 383391 | 0.2861 | 0.7754 | 0.8070 | 0.7909 | 0.9448 |
| 0.0266 | 370.0 | 384430 | 0.3125 | 0.7864 | 0.8008 | 0.7935 | 0.9444 |
| 0.0274 | 371.0 | 385469 | 0.3044 | 0.7561 | 0.8001 | 0.7775 | 0.9430 |
| 0.029 | 372.0 | 386508 | 0.3311 | 0.7829 | 0.8106 | 0.7965 | 0.9440 |
| 0.0301 | 373.0 | 387547 | 0.2993 | 0.7674 | 0.8037 | 0.7851 | 0.9432 |
| 0.0286 | 374.0 | 388586 | 0.2982 | 0.7762 | 0.8030 | 0.7893 | 0.9436 |
| 0.028 | 375.0 | 389625 | 0.2814 | 0.7704 | 0.7999 | 0.7849 | 0.9431 |
| 0.0303 | 376.0 | 390664 | 0.3144 | 0.7659 | 0.7940 | 0.7797 | 0.9415 |
| 0.0276 | 377.0 | 391703 | 0.3094 | 0.7756 | 0.7985 | 0.7869 | 0.9431 |
| 0.0282 | 378.0 | 392742 | 0.3129 | 0.7642 | 0.8100 | 0.7864 | 0.9437 |
| 0.029 | 379.0 | 393781 | 0.2872 | 0.7794 | 0.7958 | 0.7875 | 0.9439 |
| 0.0267 | 380.0 | 394820 | 0.2950 | 0.7601 | 0.7870 | 0.7733 | 0.9415 |
| 0.0267 | 381.0 | 395859 | 0.3238 | 0.7739 | 0.7920 | 0.7828 | 0.9419 |
| 0.0272 | 382.0 | 396898 | 0.2968 | 0.7781 | 0.7994 | 0.7886 | 0.9445 |
| 0.0279 | 383.0 | 397937 | 0.3144 | 0.7802 | 0.8142 | 0.7968 | 0.9454 |
| 0.0267 | 384.0 | 398976 | 0.3124 | 0.7731 | 0.8106 | 0.7914 | 0.9450 |
| 0.0291 | 385.0 | 400015 | 0.2863 | 0.7777 | 0.8052 | 0.7912 | 0.9437 |
| 0.0285 | 386.0 | 401054 | 0.3007 | 0.7849 | 0.8003 | 0.7925 | 0.9442 |
| 0.0293 | 387.0 | 402093 | 0.3043 | 0.7767 | 0.8129 | 0.7944 | 0.9445 |
| 0.0265 | 388.0 | 403132 | 0.3128 | 0.7816 | 0.8070 | 0.7941 | 0.9443 |
| 0.0279 | 389.0 | 404171 | 0.3145 | 0.7782 | 0.8050 | 0.7914 | 0.9427 |
| 0.029 | 390.0 | 405210 | 0.3319 | 0.7770 | 0.7893 | 0.7831 | 0.9431 |
| 0.0264 | 391.0 | 406249 | 0.3183 | 0.7755 | 0.7987 | 0.7869 | 0.9424 |
| 0.0271 | 392.0 | 407288 | 0.3292 | 0.7667 | 0.7925 | 0.7794 | 0.9406 |
| 0.027 | 393.0 | 408327 | 0.3239 | 0.7798 | 0.8082 | 0.7938 | 0.9430 |
| 0.0259 | 394.0 | 409366 | 0.3257 | 0.7791 | 0.8143 | 0.7963 | 0.9444 |
| 0.0249 | 395.0 | 410405 | 0.3288 | 0.7746 | 0.7970 | 0.7857 | 0.9411 |
| 0.0255 | 396.0 | 411444 | 0.3154 | 0.7788 | 0.7969 | 0.7877 | 0.9415 |
| 0.0255 | 397.0 | 412483 | 0.3083 | 0.7761 | 0.7945 | 0.7852 | 0.9424 |
| 0.0275 | 398.0 | 413522 | 0.3022 | 0.7814 | 0.8044 | 0.7927 | 0.9440 |
| 0.0269 | 399.0 | 414561 | 0.2904 | 0.7749 | 0.7965 | 0.7855 | 0.9428 |
| 0.0268 | 400.0 | 415600 | 0.3088 | 0.7833 | 0.8039 | 0.7935 | 0.9437 |
| 0.0269 | 401.0 | 416639 | 0.3108 | 0.7773 | 0.8062 | 0.7915 | 0.9448 |
| 0.0274 | 402.0 | 417678 | 0.2964 | 0.7721 | 0.8023 | 0.7869 | 0.9444 |
| 0.0256 | 403.0 | 418717 | 0.3221 | 0.7729 | 0.7949 | 0.7837 | 0.9421 |
| 0.0265 | 404.0 | 419756 | 0.3067 | 0.7669 | 0.8165 | 0.7909 | 0.9433 |
| 0.0238 | 405.0 | 420795 | 0.3030 | 0.7821 | 0.8042 | 0.7930 | 0.9434 |
| 0.0251 | 406.0 | 421834 | 0.3288 | 0.7728 | 0.8185 | 0.7950 | 0.9435 |
| 0.0267 | 407.0 | 422873 | 0.3168 | 0.7747 | 0.7850 | 0.7798 | 0.9419 |
| 0.0262 | 408.0 | 423912 | 0.3220 | 0.7798 | 0.8104 | 0.7948 | 0.9436 |
| 0.0247 | 409.0 | 424951 | 0.3236 | 0.7766 | 0.7911 | 0.7838 | 0.9421 |
| 0.0244 | 410.0 | 425990 | 0.3142 | 0.7786 | 0.8023 | 0.7902 | 0.9443 |
| 0.0268 | 411.0 | 427029 | 0.2972 | 0.7824 | 0.8075 | 0.7948 | 0.9442 |
| 0.0266 | 412.0 | 428068 | 0.3127 | 0.7841 | 0.8127 | 0.7981 | 0.9454 |
| 0.0243 | 413.0 | 429107 | 0.3120 | 0.7794 | 0.8062 | 0.7926 | 0.9440 |
| 0.0261 | 414.0 | 430146 | 0.3025 | 0.7878 | 0.8107 | 0.7991 | 0.9448 |
| 0.0259 | 415.0 | 431185 | 0.3272 | 0.7714 | 0.8033 | 0.7871 | 0.9426 |
| 0.026 | 416.0 | 432224 | 0.3140 | 0.7781 | 0.8097 | 0.7936 | 0.9441 |
| 0.0256 | 417.0 | 433263 | 0.3429 | 0.7786 | 0.8098 | 0.7939 | 0.9427 |
| 0.0236 | 418.0 | 434302 | 0.3176 | 0.7771 | 0.7969 | 0.7869 | 0.9433 |
| 0.0252 | 419.0 | 435341 | 0.3175 | 0.7811 | 0.7992 | 0.7900 | 0.9441 |
| 0.0256 | 420.0 | 436380 | 0.3257 | 0.7650 | 0.8059 | 0.7849 | 0.9428 |
| 0.0233 | 421.0 | 437419 | 0.3325 | 0.7877 | 0.8100 | 0.7987 | 0.9448 |
| 0.0228 | 422.0 | 438458 | 0.3495 | 0.7733 | 0.8037 | 0.7882 | 0.9431 |
| 0.0234 | 423.0 | 439497 | 0.3325 | 0.7819 | 0.8120 | 0.7966 | 0.9449 |
| 0.0263 | 424.0 | 440536 | 0.3288 | 0.7756 | 0.8127 | 0.7937 | 0.9433 |
| 0.0253 | 425.0 | 441575 | 0.3147 | 0.7757 | 0.8001 | 0.7877 | 0.9427 |
| 0.0247 | 426.0 | 442614 | 0.3150 | 0.7809 | 0.7922 | 0.7865 | 0.9440 |
| 0.0246 | 427.0 | 443653 | 0.3328 | 0.7877 | 0.7965 | 0.7921 | 0.9434 |
| 0.0237 | 428.0 | 444692 | 0.3189 | 0.7806 | 0.8026 | 0.7914 | 0.9433 |
| 0.0238 | 429.0 | 445731 | 0.3210 | 0.7850 | 0.8152 | 0.7998 | 0.9460 |
| 0.0235 | 430.0 | 446770 | 0.3107 | 0.7783 | 0.8174 | 0.7974 | 0.9444 |
| 0.0218 | 431.0 | 447809 | 0.3094 | 0.7784 | 0.8115 | 0.7946 | 0.9442 |
| 0.0228 | 432.0 | 448848 | 0.3320 | 0.7898 | 0.7997 | 0.7947 | 0.9433 |
| 0.0212 | 433.0 | 449887 | 0.3132 | 0.7835 | 0.8145 | 0.7987 | 0.9454 |
| 0.0217 | 434.0 | 450926 | 0.3223 | 0.7739 | 0.7994 | 0.7864 | 0.9425 |
| 0.0238 | 435.0 | 451965 | 0.3215 | 0.7780 | 0.8014 | 0.7895 | 0.9436 |
| 0.0239 | 436.0 | 453004 | 0.3116 | 0.7819 | 0.8097 | 0.7955 | 0.9447 |
| 0.025 | 437.0 | 454043 | 0.3038 | 0.7781 | 0.8046 | 0.7911 | 0.9436 |
| 0.0235 | 438.0 | 455082 | 0.3376 | 0.7776 | 0.7942 | 0.7858 | 0.9426 |
| 0.0232 | 439.0 | 456121 | 0.3273 | 0.7651 | 0.8239 | 0.7934 | 0.9435 |
| 0.0248 | 440.0 | 457160 | 0.3374 | 0.7819 | 0.8111 | 0.7963 | 0.9444 |
| 0.024 | 441.0 | 458199 | 0.3255 | 0.7835 | 0.7943 | 0.7889 | 0.9427 |
| 0.024 | 442.0 | 459238 | 0.3283 | 0.7747 | 0.8037 | 0.7889 | 0.9436 |
| 0.0234 | 443.0 | 460277 | 0.3112 | 0.7775 | 0.8075 | 0.7922 | 0.9441 |
| 0.0235 | 444.0 | 461316 | 0.3375 | 0.7710 | 0.8102 | 0.7901 | 0.9435 |
| 0.0226 | 445.0 | 462355 | 0.3089 | 0.7826 | 0.7994 | 0.7909 | 0.9446 |
| 0.0218 | 446.0 | 463394 | 0.3365 | 0.7815 | 0.7819 | 0.7817 | 0.9418 |
| 0.0217 | 447.0 | 464433 | 0.3190 | 0.7768 | 0.8156 | 0.7957 | 0.9440 |
| 0.0213 | 448.0 | 465472 | 0.3284 | 0.7797 | 0.8125 | 0.7958 | 0.9443 |
| 0.0223 | 449.0 | 466511 | 0.3413 | 0.7828 | 0.7868 | 0.7848 | 0.9423 |
| 0.0234 | 450.0 | 467550 | 0.3259 | 0.7833 | 0.8183 | 0.8004 | 0.9458 |
| 0.024 | 451.0 | 468589 | 0.3304 | 0.7828 | 0.7996 | 0.7911 | 0.9434 |
| 0.0228 | 452.0 | 469628 | 0.3252 | 0.7819 | 0.8091 | 0.7953 | 0.9446 |
| 0.0208 | 453.0 | 470667 | 0.3385 | 0.7803 | 0.8154 | 0.7975 | 0.9446 |
| 0.0222 | 454.0 | 471706 | 0.3276 | 0.7706 | 0.8026 | 0.7863 | 0.9430 |
| 0.0224 | 455.0 | 472745 | 0.3430 | 0.7705 | 0.7943 | 0.7822 | 0.9412 |
| 0.0221 | 456.0 | 473784 | 0.3329 | 0.7844 | 0.8070 | 0.7955 | 0.9441 |
| 0.0226 | 457.0 | 474823 | 0.3365 | 0.7806 | 0.8041 | 0.7922 | 0.9432 |
| 0.0209 | 458.0 | 475862 | 0.3197 | 0.7785 | 0.7954 | 0.7869 | 0.9435 |
| 0.0224 | 459.0 | 476901 | 0.3448 | 0.7659 | 0.8084 | 0.7866 | 0.9415 |
| 0.0202 | 460.0 | 477940 | 0.3259 | 0.7856 | 0.8143 | 0.7997 | 0.9445 |
| 0.0214 | 461.0 | 478979 | 0.3275 | 0.7770 | 0.8039 | 0.7902 | 0.9425 |
| 0.0225 | 462.0 | 480018 | 0.3371 | 0.7698 | 0.8125 | 0.7906 | 0.9435 |
| 0.023 | 463.0 | 481057 | 0.3105 | 0.7894 | 0.8033 | 0.7963 | 0.9441 |
| 0.0216 | 464.0 | 482096 | 0.3172 | 0.7769 | 0.7945 | 0.7856 | 0.9425 |
| 0.0217 | 465.0 | 483135 | 0.3268 | 0.7834 | 0.8019 | 0.7926 | 0.9435 |
| 0.0212 | 466.0 | 484174 | 0.3339 | 0.7762 | 0.8156 | 0.7954 | 0.9434 |
| 0.0219 | 467.0 | 485213 | 0.3171 | 0.7791 | 0.8131 | 0.7957 | 0.9454 |
| 0.0227 | 468.0 | 486252 | 0.3261 | 0.7781 | 0.8044 | 0.7910 | 0.9443 |
| 0.0196 | 469.0 | 487291 | 0.3215 | 0.7712 | 0.8109 | 0.7906 | 0.9440 |
| 0.0208 | 470.0 | 488330 | 0.3382 | 0.7732 | 0.8006 | 0.7867 | 0.9435 |
| 0.0209 | 471.0 | 489369 | 0.3336 | 0.7770 | 0.8118 | 0.7940 | 0.9447 |
| 0.0207 | 472.0 | 490408 | 0.3267 | 0.7700 | 0.8006 | 0.7850 | 0.9436 |
| 0.0192 | 473.0 | 491447 | 0.3309 | 0.7741 | 0.8064 | 0.7899 | 0.9435 |
| 0.0197 | 474.0 | 492486 | 0.3117 | 0.7665 | 0.8187 | 0.7917 | 0.9451 |
| 0.0215 | 475.0 | 493525 | 0.3255 | 0.7832 | 0.8124 | 0.7975 | 0.9454 |
| 0.0214 | 476.0 | 494564 | 0.3359 | 0.7690 | 0.8221 | 0.7947 | 0.9447 |
| 0.0222 | 477.0 | 495603 | 0.3133 | 0.7814 | 0.8111 | 0.7960 | 0.9452 |
| 0.0226 | 478.0 | 496642 | 0.3113 | 0.7855 | 0.8044 | 0.7948 | 0.9444 |
| 0.0198 | 479.0 | 497681 | 0.3303 | 0.7806 | 0.8124 | 0.7962 | 0.9442 |
| 0.0196 | 480.0 | 498720 | 0.3382 | 0.7769 | 0.7990 | 0.7878 | 0.9426 |
| 0.0198 | 481.0 | 499759 | 0.3458 | 0.7626 | 0.8042 | 0.7829 | 0.9420 |
| 0.0199 | 482.0 | 500798 | 0.3665 | 0.7779 | 0.7891 | 0.7835 | 0.9407 |
| 0.02 | 483.0 | 501837 | 0.3317 | 0.7772 | 0.8208 | 0.7984 | 0.9447 |
| 0.0194 | 484.0 | 502876 | 0.3414 | 0.7676 | 0.7945 | 0.7808 | 0.9420 |
| 0.0204 | 485.0 | 503915 | 0.3260 | 0.7888 | 0.7961 | 0.7924 | 0.9437 |
| 0.0181 | 486.0 | 504954 | 0.3426 | 0.7689 | 0.8196 | 0.7934 | 0.9446 |
| 0.0189 | 487.0 | 505993 | 0.3330 | 0.7705 | 0.8089 | 0.7892 | 0.9434 |
| 0.0201 | 488.0 | 507032 | 0.3354 | 0.7768 | 0.8102 | 0.7931 | 0.9435 |
| 0.0208 | 489.0 | 508071 | 0.3320 | 0.7822 | 0.8017 | 0.7918 | 0.9440 |
| 0.021 | 490.0 | 509110 | 0.3498 | 0.7764 | 0.8005 | 0.7883 | 0.9432 |
| 0.0208 | 491.0 | 510149 | 0.3401 | 0.7917 | 0.8048 | 0.7982 | 0.9445 |
| 0.0195 | 492.0 | 511188 | 0.3432 | 0.7729 | 0.8115 | 0.7917 | 0.9438 |
| 0.0192 | 493.0 | 512227 | 0.3397 | 0.7759 | 0.8006 | 0.7881 | 0.9424 |
| 0.0186 | 494.0 | 513266 | 0.3358 | 0.7740 | 0.8059 | 0.7896 | 0.9438 |
| 0.0197 | 495.0 | 514305 | 0.3501 | 0.7801 | 0.8113 | 0.7954 | 0.9447 |
| 0.0193 | 496.0 | 515344 | 0.3393 | 0.7844 | 0.7979 | 0.7911 | 0.9439 |
| 0.0184 | 497.0 | 516383 | 0.3598 | 0.7799 | 0.8131 | 0.7962 | 0.9450 |
| 0.0181 | 498.0 | 517422 | 0.3544 | 0.7721 | 0.8039 | 0.7876 | 0.9426 |
| 0.0169 | 499.0 | 518461 | 0.3333 | 0.7782 | 0.8057 | 0.7917 | 0.9442 |
| 0.0214 | 500.0 | 519500 | 0.3254 | 0.7874 | 0.8084 | 0.7978 | 0.9460 |
| 0.0206 | 501.0 | 520539 | 0.3388 | 0.7746 | 0.8201 | 0.7967 | 0.9448 |
| 0.0176 | 502.0 | 521578 | 0.3334 | 0.7843 | 0.8010 | 0.7926 | 0.9438 |
| 0.0205 | 503.0 | 522617 | 0.3551 | 0.7852 | 0.8142 | 0.7994 | 0.9452 |
| 0.0186 | 504.0 | 523656 | 0.3535 | 0.7854 | 0.8100 | 0.7975 | 0.9445 |
| 0.0176 | 505.0 | 524695 | 0.3572 | 0.7848 | 0.8172 | 0.8007 | 0.9460 |
| 0.0192 | 506.0 | 525734 | 0.3477 | 0.7855 | 0.7979 | 0.7917 | 0.9442 |
| 0.0186 | 507.0 | 526773 | 0.3458 | 0.7819 | 0.8201 | 0.8006 | 0.9451 |
| 0.0177 | 508.0 | 527812 | 0.3252 | 0.7829 | 0.7981 | 0.7904 | 0.9436 |
| 0.0175 | 509.0 | 528851 | 0.3425 | 0.7803 | 0.8066 | 0.7932 | 0.9439 |
| 0.0176 | 510.0 | 529890 | 0.3500 | 0.7810 | 0.8041 | 0.7924 | 0.9434 |
| 0.018 | 511.0 | 530929 | 0.3295 | 0.7856 | 0.8023 | 0.7938 | 0.9440 |
| 0.0187 | 512.0 | 531968 | 0.3420 | 0.7871 | 0.8005 | 0.7937 | 0.9439 |
| 0.0198 | 513.0 | 533007 | 0.3401 | 0.7762 | 0.7978 | 0.7869 | 0.9438 |
| 0.0186 | 514.0 | 534046 | 0.3571 | 0.7845 | 0.8050 | 0.7946 | 0.9439 |
| 0.0198 | 515.0 | 535085 | 0.3390 | 0.7817 | 0.8055 | 0.7934 | 0.9435 |
| 0.0188 | 516.0 | 536124 | 0.3456 | 0.7720 | 0.8005 | 0.7860 | 0.9427 |
| 0.0178 | 517.0 | 537163 | 0.3237 | 0.7744 | 0.8044 | 0.7892 | 0.9430 |
| 0.0191 | 518.0 | 538202 | 0.3366 | 0.7866 | 0.8145 | 0.8003 | 0.9457 |
| 0.0186 | 519.0 | 539241 | 0.3571 | 0.7727 | 0.7990 | 0.7857 | 0.9425 |
| 0.0177 | 520.0 | 540280 | 0.3645 | 0.7765 | 0.8125 | 0.7941 | 0.9433 |
| 0.0166 | 521.0 | 541319 | 0.3452 | 0.7790 | 0.8003 | 0.7895 | 0.9437 |
| 0.0179 | 522.0 | 542358 | 0.3543 | 0.7822 | 0.8093 | 0.7955 | 0.9434 |
| 0.018 | 523.0 | 543397 | 0.3375 | 0.7794 | 0.8093 | 0.7941 | 0.9448 |
| 0.0167 | 524.0 | 544436 | 0.3631 | 0.7826 | 0.8046 | 0.7935 | 0.9443 |
| 0.0174 | 525.0 | 545475 | 0.3588 | 0.7639 | 0.7958 | 0.7795 | 0.9408 |
| 0.0181 | 526.0 | 546514 | 0.3713 | 0.7794 | 0.8070 | 0.7930 | 0.9434 |
| 0.0172 | 527.0 | 547553 | 0.3423 | 0.7849 | 0.7884 | 0.7866 | 0.9432 |
| 0.0184 | 528.0 | 548592 | 0.3501 | 0.7808 | 0.8080 | 0.7942 | 0.9439 |
| 0.0162 | 529.0 | 549631 | 0.3412 | 0.7848 | 0.8084 | 0.7964 | 0.9445 |
| 0.0172 | 530.0 | 550670 | 0.3594 | 0.7740 | 0.8167 | 0.7948 | 0.9442 |
| 0.0172 | 531.0 | 551709 | 0.3645 | 0.7730 | 0.8046 | 0.7885 | 0.9430 |
| 0.0166 | 532.0 | 552748 | 0.3469 | 0.7800 | 0.8057 | 0.7926 | 0.9425 |
| 0.0163 | 533.0 | 553787 | 0.3523 | 0.7875 | 0.8033 | 0.7953 | 0.9445 |
| 0.0158 | 534.0 | 554826 | 0.3529 | 0.7782 | 0.7929 | 0.7855 | 0.9432 |
| 0.0168 | 535.0 | 555865 | 0.3814 | 0.7802 | 0.8035 | 0.7917 | 0.9428 |
| 0.016 | 536.0 | 556904 | 0.3543 | 0.7721 | 0.8104 | 0.7908 | 0.9423 |
| 0.016 | 537.0 | 557943 | 0.3403 | 0.7808 | 0.8001 | 0.7904 | 0.9433 |
| 0.0153 | 538.0 | 558982 | 0.3352 | 0.7751 | 0.8124 | 0.7933 | 0.9445 |
| 0.0178 | 539.0 | 560021 | 0.3538 | 0.7859 | 0.7960 | 0.7909 | 0.9437 |
| 0.0166 | 540.0 | 561060 | 0.3613 | 0.7840 | 0.8104 | 0.7970 | 0.9444 |
| 0.016 | 541.0 | 562099 | 0.3459 | 0.7882 | 0.8048 | 0.7964 | 0.9452 |
| 0.0171 | 542.0 | 563138 | 0.3426 | 0.7826 | 0.8032 | 0.7927 | 0.9440 |
| 0.016 | 543.0 | 564177 | 0.3439 | 0.7896 | 0.8098 | 0.7996 | 0.9447 |
| 0.0152 | 544.0 | 565216 | 0.3461 | 0.7746 | 0.8113 | 0.7925 | 0.9443 |
| 0.0167 | 545.0 | 566255 | 0.3394 | 0.7678 | 0.8015 | 0.7843 | 0.9423 |
| 0.0158 | 546.0 | 567294 | 0.3404 | 0.7879 | 0.8048 | 0.7963 | 0.9451 |
| 0.0163 | 547.0 | 568333 | 0.3508 | 0.7769 | 0.8061 | 0.7912 | 0.9434 |
| 0.0173 | 548.0 | 569372 | 0.3395 | 0.7822 | 0.8118 | 0.7967 | 0.9454 |
| 0.0154 | 549.0 | 570411 | 0.3460 | 0.7904 | 0.8102 | 0.8002 | 0.9455 |
| 0.0148 | 550.0 | 571450 | 0.3530 | 0.7837 | 0.8070 | 0.7951 | 0.9445 |
| 0.0159 | 551.0 | 572489 | 0.3542 | 0.7944 | 0.8086 | 0.8014 | 0.9451 |
| 0.0164 | 552.0 | 573528 | 0.3604 | 0.7897 | 0.8124 | 0.8009 | 0.9461 |
| 0.0176 | 553.0 | 574567 | 0.3379 | 0.7888 | 0.7985 | 0.7936 | 0.9442 |
| 0.0169 | 554.0 | 575606 | 0.3582 | 0.7776 | 0.8084 | 0.7927 | 0.9444 |
| 0.0161 | 555.0 | 576645 | 0.3586 | 0.7742 | 0.8124 | 0.7928 | 0.9440 |
| 0.0144 | 556.0 | 577684 | 0.3547 | 0.7812 | 0.8172 | 0.7988 | 0.9456 |
| 0.0163 | 557.0 | 578723 | 0.3459 | 0.7750 | 0.8187 | 0.7962 | 0.9452 |
| 0.0147 | 558.0 | 579762 | 0.3471 | 0.7849 | 0.8015 | 0.7931 | 0.9440 |
| 0.0146 | 559.0 | 580801 | 0.3587 | 0.7778 | 0.8161 | 0.7965 | 0.9450 |
| 0.0161 | 560.0 | 581840 | 0.3639 | 0.7869 | 0.8024 | 0.7946 | 0.9437 |
| 0.0154 | 561.0 | 582879 | 0.3550 | 0.7859 | 0.8032 | 0.7944 | 0.9438 |
| 0.0155 | 562.0 | 583918 | 0.3663 | 0.7758 | 0.7994 | 0.7874 | 0.9423 |
| 0.0153 | 563.0 | 584957 | 0.3727 | 0.7833 | 0.8073 | 0.7951 | 0.9434 |
| 0.0147 | 564.0 | 585996 | 0.3470 | 0.7816 | 0.8140 | 0.7975 | 0.9441 |
| 0.0159 | 565.0 | 587035 | 0.3577 | 0.7847 | 0.8127 | 0.7985 | 0.9444 |
| 0.0152 | 566.0 | 588074 | 0.3678 | 0.7750 | 0.8037 | 0.7891 | 0.9431 |
| 0.0156 | 567.0 | 589113 | 0.3489 | 0.7896 | 0.8010 | 0.7953 | 0.9435 |
| 0.0144 | 568.0 | 590152 | 0.3674 | 0.7786 | 0.8098 | 0.7939 | 0.9446 |
| 0.015 | 569.0 | 591191 | 0.3662 | 0.7883 | 0.7942 | 0.7912 | 0.9414 |
| 0.0149 | 570.0 | 592230 | 0.3506 | 0.7808 | 0.8024 | 0.7915 | 0.9435 |
| 0.0147 | 571.0 | 593269 | 0.3575 | 0.7807 | 0.8115 | 0.7958 | 0.9445 |
| 0.015 | 572.0 | 594308 | 0.3555 | 0.7871 | 0.7996 | 0.7933 | 0.9435 |
| 0.0145 | 573.0 | 595347 | 0.3854 | 0.7764 | 0.7929 | 0.7846 | 0.9411 |
| 0.0139 | 574.0 | 596386 | 0.3441 | 0.7827 | 0.8061 | 0.7942 | 0.9437 |
| 0.015 | 575.0 | 597425 | 0.3665 | 0.7780 | 0.8237 | 0.8002 | 0.9451 |
| 0.0134 | 576.0 | 598464 | 0.3561 | 0.7847 | 0.7981 | 0.7914 | 0.9431 |
| 0.0145 | 577.0 | 599503 | 0.3667 | 0.7816 | 0.8082 | 0.7947 | 0.9440 |
| 0.0164 | 578.0 | 600542 | 0.3386 | 0.7758 | 0.7987 | 0.7870 | 0.9426 |
| 0.014 | 579.0 | 601581 | 0.3594 | 0.7816 | 0.8075 | 0.7943 | 0.9445 |
| 0.0143 | 580.0 | 602620 | 0.3599 | 0.7762 | 0.8082 | 0.7919 | 0.9441 |
| 0.0146 | 581.0 | 603659 | 0.3531 | 0.7824 | 0.7992 | 0.7907 | 0.9428 |
| 0.0126 | 582.0 | 604698 | 0.3614 | 0.7872 | 0.7974 | 0.7923 | 0.9438 |
| 0.0152 | 583.0 | 605737 | 0.3770 | 0.7783 | 0.8156 | 0.7965 | 0.9425 |
| 0.0143 | 584.0 | 606776 | 0.3505 | 0.7862 | 0.8061 | 0.7960 | 0.9439 |
| 0.0138 | 585.0 | 607815 | 0.3627 | 0.7763 | 0.8154 | 0.7954 | 0.9444 |
| 0.013 | 586.0 | 608854 | 0.3752 | 0.7845 | 0.8160 | 0.7999 | 0.9443 |
| 0.0142 | 587.0 | 609893 | 0.3884 | 0.7866 | 0.8066 | 0.7965 | 0.9440 |
| 0.0145 | 588.0 | 610932 | 0.3706 | 0.7892 | 0.8082 | 0.7986 | 0.9439 |
| 0.0122 | 589.0 | 611971 | 0.3453 | 0.7880 | 0.8106 | 0.7991 | 0.9449 |
| 0.0142 | 590.0 | 613010 | 0.3542 | 0.7804 | 0.7963 | 0.7883 | 0.9423 |
| 0.0138 | 591.0 | 614049 | 0.3748 | 0.7802 | 0.8008 | 0.7904 | 0.9427 |
| 0.0136 | 592.0 | 615088 | 0.3764 | 0.7869 | 0.8237 | 0.8049 | 0.9456 |
| 0.0146 | 593.0 | 616127 | 0.3613 | 0.7765 | 0.8088 | 0.7923 | 0.9440 |
| 0.0147 | 594.0 | 617166 | 0.3645 | 0.7901 | 0.8149 | 0.8023 | 0.9459 |
| 0.013 | 595.0 | 618205 | 0.3467 | 0.7861 | 0.7927 | 0.7894 | 0.9435 |
| 0.0145 | 596.0 | 619244 | 0.3593 | 0.7752 | 0.8048 | 0.7897 | 0.9440 |
| 0.0133 | 597.0 | 620283 | 0.3566 | 0.7747 | 0.8124 | 0.7931 | 0.9445 |
| 0.0122 | 598.0 | 621322 | 0.3478 | 0.7916 | 0.7940 | 0.7928 | 0.9437 |
| 0.0134 | 599.0 | 622361 | 0.3532 | 0.7764 | 0.8023 | 0.7891 | 0.9428 |
| 0.0129 | 600.0 | 623400 | 0.3654 | 0.7799 | 0.8066 | 0.7930 | 0.9440 |
| 0.0124 | 601.0 | 624439 | 0.3650 | 0.7904 | 0.8070 | 0.7986 | 0.9454 |
| 0.0133 | 602.0 | 625478 | 0.3552 | 0.7908 | 0.8017 | 0.7962 | 0.9446 |
| 0.0132 | 603.0 | 626517 | 0.3523 | 0.7824 | 0.8100 | 0.7960 | 0.9453 |
| 0.0133 | 604.0 | 627556 | 0.3598 | 0.7929 | 0.8113 | 0.8020 | 0.9455 |
| 0.0128 | 605.0 | 628595 | 0.3559 | 0.7833 | 0.8142 | 0.7984 | 0.9454 |
| 0.0119 | 606.0 | 629634 | 0.3512 | 0.7888 | 0.8152 | 0.8018 | 0.9449 |
| 0.0127 | 607.0 | 630673 | 0.3607 | 0.7791 | 0.8116 | 0.7950 | 0.9437 |
| 0.0128 | 608.0 | 631712 | 0.3600 | 0.7851 | 0.8107 | 0.7977 | 0.9458 |
| 0.0133 | 609.0 | 632751 | 0.3665 | 0.7845 | 0.7997 | 0.7920 | 0.9448 |
| 0.0127 | 610.0 | 633790 | 0.3687 | 0.7868 | 0.8122 | 0.7993 | 0.9448 |
| 0.0125 | 611.0 | 634829 | 0.3736 | 0.7863 | 0.8136 | 0.7997 | 0.9453 |
| 0.0128 | 612.0 | 635868 | 0.3906 | 0.7813 | 0.8095 | 0.7952 | 0.9430 |
| 0.0121 | 613.0 | 636907 | 0.3767 | 0.7858 | 0.8147 | 0.8 | 0.9448 |
| 0.0137 | 614.0 | 637946 | 0.3719 | 0.7862 | 0.8104 | 0.7981 | 0.9454 |
| 0.0116 | 615.0 | 638985 | 0.3661 | 0.7825 | 0.8170 | 0.7994 | 0.9446 |
| 0.0133 | 616.0 | 640024 | 0.3560 | 0.7838 | 0.8115 | 0.7974 | 0.9444 |
| 0.0131 | 617.0 | 641063 | 0.3503 | 0.7910 | 0.8068 | 0.7988 | 0.9456 |
| 0.0123 | 618.0 | 642102 | 0.3632 | 0.7881 | 0.8042 | 0.7961 | 0.9444 |
| 0.0126 | 619.0 | 643141 | 0.3604 | 0.7853 | 0.8122 | 0.7985 | 0.9449 |
| 0.0125 | 620.0 | 644180 | 0.3758 | 0.7843 | 0.8170 | 0.8003 | 0.9455 |
| 0.0132 | 621.0 | 645219 | 0.3768 | 0.7712 | 0.8053 | 0.7879 | 0.9432 |
| 0.0124 | 622.0 | 646258 | 0.3846 | 0.7747 | 0.8082 | 0.7911 | 0.9432 |
| 0.0129 | 623.0 | 647297 | 0.3888 | 0.7833 | 0.8077 | 0.7953 | 0.9438 |
| 0.0134 | 624.0 | 648336 | 0.3827 | 0.7731 | 0.8100 | 0.7911 | 0.9427 |
| 0.0117 | 625.0 | 649375 | 0.3951 | 0.7867 | 0.8055 | 0.7960 | 0.9440 |
| 0.0115 | 626.0 | 650414 | 0.4021 | 0.7811 | 0.8070 | 0.7938 | 0.9428 |
| 0.0114 | 627.0 | 651453 | 0.3851 | 0.7886 | 0.8080 | 0.7982 | 0.9443 |
| 0.0107 | 628.0 | 652492 | 0.3851 | 0.7805 | 0.8169 | 0.7982 | 0.9446 |
| 0.0134 | 629.0 | 653531 | 0.3856 | 0.7823 | 0.8100 | 0.7959 | 0.9444 |
| 0.0122 | 630.0 | 654570 | 0.3525 | 0.7774 | 0.7981 | 0.7876 | 0.9425 |
| 0.0112 | 631.0 | 655609 | 0.3932 | 0.7877 | 0.8084 | 0.7979 | 0.9450 |
| 0.0111 | 632.0 | 656648 | 0.3776 | 0.7891 | 0.8147 | 0.8017 | 0.9455 |
| 0.0104 | 633.0 | 657687 | 0.3686 | 0.7879 | 0.8093 | 0.7984 | 0.9440 |
| 0.0103 | 634.0 | 658726 | 0.4004 | 0.7809 | 0.7976 | 0.7891 | 0.9429 |
| 0.012 | 635.0 | 659765 | 0.3743 | 0.7785 | 0.8070 | 0.7925 | 0.9439 |
| 0.0111 | 636.0 | 660804 | 0.3742 | 0.7795 | 0.8129 | 0.7958 | 0.9449 |
| 0.0113 | 637.0 | 661843 | 0.3888 | 0.7839 | 0.8017 | 0.7927 | 0.9434 |
| 0.0113 | 638.0 | 662882 | 0.3715 | 0.7806 | 0.8035 | 0.7919 | 0.9438 |
| 0.0109 | 639.0 | 663921 | 0.3783 | 0.7846 | 0.8188 | 0.8014 | 0.9449 |
| 0.0102 | 640.0 | 664960 | 0.3798 | 0.7815 | 0.8097 | 0.7953 | 0.9436 |
| 0.0113 | 641.0 | 665999 | 0.3786 | 0.7851 | 0.8059 | 0.7953 | 0.9450 |
| 0.0121 | 642.0 | 667038 | 0.3812 | 0.7769 | 0.8095 | 0.7928 | 0.9439 |
| 0.0108 | 643.0 | 668077 | 0.4170 | 0.7765 | 0.8158 | 0.7956 | 0.9437 |
| 0.0106 | 644.0 | 669116 | 0.3890 | 0.7744 | 0.8030 | 0.7884 | 0.9433 |
| 0.0117 | 645.0 | 670155 | 0.3863 | 0.7813 | 0.8131 | 0.7969 | 0.9441 |
| 0.0104 | 646.0 | 671194 | 0.3898 | 0.7818 | 0.8142 | 0.7976 | 0.9444 |
| 0.011 | 647.0 | 672233 | 0.3953 | 0.7798 | 0.8106 | 0.7949 | 0.9435 |
| 0.0112 | 648.0 | 673272 | 0.3905 | 0.7883 | 0.8188 | 0.8033 | 0.9459 |
| 0.012 | 649.0 | 674311 | 0.3694 | 0.7841 | 0.8176 | 0.8005 | 0.9456 |
| 0.011 | 650.0 | 675350 | 0.3903 | 0.7776 | 0.8035 | 0.7904 | 0.9436 |
| 0.0108 | 651.0 | 676389 | 0.3694 | 0.7856 | 0.8057 | 0.7955 | 0.9446 |
| 0.0096 | 652.0 | 677428 | 0.3918 | 0.7851 | 0.8179 | 0.8012 | 0.9453 |
| 0.0103 | 653.0 | 678467 | 0.3643 | 0.7822 | 0.8057 | 0.7938 | 0.9440 |
| 0.0108 | 654.0 | 679506 | 0.3962 | 0.7888 | 0.8044 | 0.7965 | 0.9432 |
| 0.0107 | 655.0 | 680545 | 0.4058 | 0.7812 | 0.8120 | 0.7963 | 0.9440 |
| 0.0112 | 656.0 | 681584 | 0.3935 | 0.7815 | 0.7992 | 0.7902 | 0.9423 |
| 0.0113 | 657.0 | 682623 | 0.3895 | 0.7860 | 0.7996 | 0.7927 | 0.9436 |
| 0.0103 | 658.0 | 683662 | 0.4008 | 0.7923 | 0.7902 | 0.7913 | 0.9424 |
| 0.0101 | 659.0 | 684701 | 0.3986 | 0.7851 | 0.8160 | 0.8002 | 0.9445 |
| 0.0108 | 660.0 | 685740 | 0.3869 | 0.7840 | 0.8086 | 0.7961 | 0.9442 |
| 0.011 | 661.0 | 686779 | 0.4058 | 0.7806 | 0.8062 | 0.7932 | 0.9433 |
| 0.0106 | 662.0 | 687818 | 0.4134 | 0.7718 | 0.8077 | 0.7893 | 0.9427 |
| 0.011 | 663.0 | 688857 | 0.3877 | 0.7895 | 0.8106 | 0.7999 | 0.9448 |
| 0.0093 | 664.0 | 689896 | 0.3996 | 0.7785 | 0.8109 | 0.7944 | 0.9428 |
| 0.0095 | 665.0 | 690935 | 0.3818 | 0.7911 | 0.8127 | 0.8017 | 0.9453 |
| 0.0104 | 666.0 | 691974 | 0.3762 | 0.7877 | 0.8084 | 0.7979 | 0.9441 |
| 0.0096 | 667.0 | 693013 | 0.3915 | 0.7851 | 0.8015 | 0.7933 | 0.9427 |
| 0.0103 | 668.0 | 694052 | 0.4115 | 0.7799 | 0.8097 | 0.7945 | 0.9434 |
| 0.0101 | 669.0 | 695091 | 0.4063 | 0.7788 | 0.8129 | 0.7955 | 0.9434 |
| 0.0097 | 670.0 | 696130 | 0.3985 | 0.7953 | 0.8055 | 0.8004 | 0.9452 |
| 0.0103 | 671.0 | 697169 | 0.3997 | 0.7809 | 0.8183 | 0.7992 | 0.9443 |
| 0.0098 | 672.0 | 698208 | 0.3959 | 0.7883 | 0.8107 | 0.7994 | 0.9443 |
| 0.0103 | 673.0 | 699247 | 0.4282 | 0.7763 | 0.8113 | 0.7934 | 0.9442 |
| 0.0101 | 674.0 | 700286 | 0.3988 | 0.7808 | 0.8057 | 0.7931 | 0.9436 |
| 0.0104 | 675.0 | 701325 | 0.3958 | 0.7827 | 0.8140 | 0.7980 | 0.9439 |
| 0.0107 | 676.0 | 702364 | 0.4086 | 0.7920 | 0.8133 | 0.8025 | 0.9448 |
| 0.0093 | 677.0 | 703403 | 0.3905 | 0.7801 | 0.8062 | 0.7930 | 0.9433 |
| 0.009 | 678.0 | 704442 | 0.3999 | 0.7870 | 0.8032 | 0.7950 | 0.9433 |
| 0.0094 | 679.0 | 705481 | 0.4024 | 0.7928 | 0.8197 | 0.8060 | 0.9456 |
| 0.0097 | 680.0 | 706520 | 0.4137 | 0.7809 | 0.8032 | 0.7919 | 0.9434 |
| 0.0098 | 681.0 | 707559 | 0.4093 | 0.7830 | 0.8010 | 0.7919 | 0.9420 |
| 0.0101 | 682.0 | 708598 | 0.3982 | 0.7798 | 0.8111 | 0.7951 | 0.9438 |
| 0.0087 | 683.0 | 709637 | 0.4099 | 0.7900 | 0.8068 | 0.7983 | 0.9438 |
| 0.0092 | 684.0 | 710676 | 0.4181 | 0.7769 | 0.8048 | 0.7906 | 0.9429 |
| 0.0081 | 685.0 | 711715 | 0.4129 | 0.7775 | 0.8030 | 0.7900 | 0.9429 |
| 0.01 | 686.0 | 712754 | 0.3970 | 0.7747 | 0.7902 | 0.7824 | 0.9413 |
| 0.0094 | 687.0 | 713793 | 0.3847 | 0.7874 | 0.8030 | 0.7951 | 0.9448 |
| 0.0091 | 688.0 | 714832 | 0.4149 | 0.7793 | 0.8077 | 0.7932 | 0.9432 |
| 0.0087 | 689.0 | 715871 | 0.4128 | 0.7832 | 0.7924 | 0.7878 | 0.9418 |
| 0.0087 | 690.0 | 716910 | 0.4021 | 0.7796 | 0.8115 | 0.7952 | 0.9448 |
| 0.0081 | 691.0 | 717949 | 0.4165 | 0.7875 | 0.8001 | 0.7937 | 0.9436 |
| 0.0087 | 692.0 | 718988 | 0.4036 | 0.7841 | 0.8109 | 0.7973 | 0.9440 |
| 0.0096 | 693.0 | 720027 | 0.4077 | 0.7917 | 0.8026 | 0.7971 | 0.9438 |
| 0.0085 | 694.0 | 721066 | 0.4118 | 0.7851 | 0.8046 | 0.7947 | 0.9436 |
| 0.0095 | 695.0 | 722105 | 0.4127 | 0.7826 | 0.7988 | 0.7907 | 0.9433 |
| 0.0094 | 696.0 | 723144 | 0.4169 | 0.7937 | 0.8077 | 0.8006 | 0.9446 |
| 0.0083 | 697.0 | 724183 | 0.4160 | 0.7941 | 0.8125 | 0.8032 | 0.9450 |
| 0.0086 | 698.0 | 725222 | 0.4055 | 0.7863 | 0.8104 | 0.7982 | 0.9448 |
| 0.0093 | 699.0 | 726261 | 0.3936 | 0.7843 | 0.8111 | 0.7975 | 0.9447 |
| 0.0079 | 700.0 | 727300 | 0.4016 | 0.7840 | 0.8104 | 0.7970 | 0.9450 |
| 0.0084 | 701.0 | 728339 | 0.4028 | 0.7886 | 0.8208 | 0.8044 | 0.9456 |
| 0.0078 | 702.0 | 729378 | 0.4145 | 0.7849 | 0.8039 | 0.7943 | 0.9434 |
| 0.0085 | 703.0 | 730417 | 0.4232 | 0.7836 | 0.8073 | 0.7953 | 0.9441 |
| 0.0087 | 704.0 | 731456 | 0.4036 | 0.7866 | 0.7974 | 0.7920 | 0.9438 |
| 0.0086 | 705.0 | 732495 | 0.4130 | 0.7957 | 0.8073 | 0.8015 | 0.9450 |
| 0.0089 | 706.0 | 733534 | 0.4119 | 0.7859 | 0.8158 | 0.8006 | 0.9450 |
| 0.0084 | 707.0 | 734573 | 0.4052 | 0.7918 | 0.8100 | 0.8008 | 0.9450 |
| 0.0081 | 708.0 | 735612 | 0.3867 | 0.7844 | 0.8097 | 0.7968 | 0.9448 |
| 0.0086 | 709.0 | 736651 | 0.4209 | 0.7790 | 0.8073 | 0.7929 | 0.9440 |
| 0.0092 | 710.0 | 737690 | 0.3916 | 0.7861 | 0.8086 | 0.7972 | 0.9441 |
| 0.008 | 711.0 | 738729 | 0.4094 | 0.7848 | 0.8066 | 0.7956 | 0.9442 |
| 0.0075 | 712.0 | 739768 | 0.4077 | 0.7888 | 0.8086 | 0.7986 | 0.9452 |
| 0.0076 | 713.0 | 740807 | 0.4028 | 0.7851 | 0.8235 | 0.8038 | 0.9454 |
| 0.008 | 714.0 | 741846 | 0.3981 | 0.7867 | 0.8032 | 0.7949 | 0.9444 |
| 0.0079 | 715.0 | 742885 | 0.4060 | 0.7900 | 0.8062 | 0.7980 | 0.9450 |
| 0.0077 | 716.0 | 743924 | 0.4066 | 0.7833 | 0.8104 | 0.7966 | 0.9446 |
| 0.0071 | 717.0 | 744963 | 0.4125 | 0.7844 | 0.8120 | 0.7980 | 0.9454 |
| 0.0089 | 718.0 | 746002 | 0.4174 | 0.7817 | 0.8033 | 0.7924 | 0.9433 |
| 0.008 | 719.0 | 747041 | 0.4132 | 0.7767 | 0.8012 | 0.7888 | 0.9428 |
| 0.0084 | 720.0 | 748080 | 0.4293 | 0.7857 | 0.8136 | 0.7994 | 0.9444 |
| 0.0079 | 721.0 | 749119 | 0.4165 | 0.7842 | 0.8113 | 0.7975 | 0.9443 |
| 0.0072 | 722.0 | 750158 | 0.4211 | 0.7936 | 0.8246 | 0.8088 | 0.9467 |
| 0.0076 | 723.0 | 751197 | 0.4131 | 0.7945 | 0.8075 | 0.8009 | 0.9453 |
| 0.0083 | 724.0 | 752236 | 0.4043 | 0.7845 | 0.8084 | 0.7963 | 0.9447 |
| 0.0082 | 725.0 | 753275 | 0.4090 | 0.7730 | 0.7979 | 0.7853 | 0.9431 |
| 0.0072 | 726.0 | 754314 | 0.4172 | 0.7848 | 0.8089 | 0.7967 | 0.9432 |
| 0.0071 | 727.0 | 755353 | 0.4146 | 0.7901 | 0.8006 | 0.7953 | 0.9440 |
| 0.0066 | 728.0 | 756392 | 0.4227 | 0.7840 | 0.8120 | 0.7978 | 0.9448 |
| 0.0071 | 729.0 | 757431 | 0.4148 | 0.7891 | 0.8052 | 0.7970 | 0.9436 |
| 0.0079 | 730.0 | 758470 | 0.4017 | 0.7771 | 0.8023 | 0.7895 | 0.9430 |
| 0.0067 | 731.0 | 759509 | 0.4221 | 0.7912 | 0.8098 | 0.8004 | 0.9449 |
| 0.0075 | 732.0 | 760548 | 0.4088 | 0.7834 | 0.8059 | 0.7945 | 0.9448 |
| 0.0066 | 733.0 | 761587 | 0.4056 | 0.7835 | 0.8062 | 0.7947 | 0.9440 |
| 0.0079 | 734.0 | 762626 | 0.4227 | 0.7992 | 0.7963 | 0.7978 | 0.9449 |
| 0.007 | 735.0 | 763665 | 0.4097 | 0.7831 | 0.8048 | 0.7938 | 0.9438 |
| 0.0071 | 736.0 | 764704 | 0.4088 | 0.7862 | 0.8008 | 0.7935 | 0.9448 |
| 0.0079 | 737.0 | 765743 | 0.4089 | 0.7843 | 0.8061 | 0.7950 | 0.9442 |
| 0.007 | 738.0 | 766782 | 0.4182 | 0.7919 | 0.8010 | 0.7964 | 0.9449 |
| 0.0072 | 739.0 | 767821 | 0.4016 | 0.7834 | 0.8183 | 0.8005 | 0.9452 |
| 0.0063 | 740.0 | 768860 | 0.4265 | 0.7867 | 0.8088 | 0.7975 | 0.9447 |
| 0.0067 | 741.0 | 769899 | 0.4209 | 0.7846 | 0.8093 | 0.7967 | 0.9455 |
| 0.0069 | 742.0 | 770938 | 0.4235 | 0.7921 | 0.8075 | 0.7997 | 0.9452 |
| 0.0067 | 743.0 | 771977 | 0.4073 | 0.7825 | 0.8091 | 0.7956 | 0.9451 |
| 0.0068 | 744.0 | 773016 | 0.4115 | 0.7868 | 0.8106 | 0.7985 | 0.9446 |
| 0.0069 | 745.0 | 774055 | 0.4213 | 0.7758 | 0.8080 | 0.7916 | 0.9432 |
| 0.0076 | 746.0 | 775094 | 0.4339 | 0.7842 | 0.8116 | 0.7977 | 0.9444 |
| 0.0065 | 747.0 | 776133 | 0.4172 | 0.7867 | 0.8098 | 0.7981 | 0.9445 |
| 0.0061 | 748.0 | 777172 | 0.3867 | 0.7890 | 0.8006 | 0.7948 | 0.9441 |
| 0.0072 | 749.0 | 778211 | 0.4259 | 0.7888 | 0.8167 | 0.8025 | 0.9456 |
| 0.007 | 750.0 | 779250 | 0.4243 | 0.7853 | 0.8134 | 0.7991 | 0.9444 |
| 0.0068 | 751.0 | 780289 | 0.4284 | 0.7884 | 0.8145 | 0.8012 | 0.9457 |
| 0.0067 | 752.0 | 781328 | 0.4408 | 0.7889 | 0.8176 | 0.8030 | 0.9451 |
| 0.0069 | 753.0 | 782367 | 0.4217 | 0.7878 | 0.8138 | 0.8006 | 0.9455 |
| 0.006 | 754.0 | 783406 | 0.4249 | 0.7927 | 0.8169 | 0.8046 | 0.9454 |
| 0.0062 | 755.0 | 784445 | 0.4231 | 0.7910 | 0.8152 | 0.8029 | 0.9459 |
| 0.0058 | 756.0 | 785484 | 0.4407 | 0.7891 | 0.8100 | 0.7994 | 0.9442 |
| 0.0074 | 757.0 | 786523 | 0.4204 | 0.7882 | 0.8055 | 0.7968 | 0.9431 |
| 0.0069 | 758.0 | 787562 | 0.4221 | 0.7814 | 0.8064 | 0.7937 | 0.9434 |
| 0.0062 | 759.0 | 788601 | 0.4334 | 0.7954 | 0.8093 | 0.8023 | 0.9456 |
| 0.0061 | 760.0 | 789640 | 0.4235 | 0.7884 | 0.8145 | 0.8012 | 0.9456 |
| 0.007 | 761.0 | 790679 | 0.4287 | 0.7879 | 0.8116 | 0.7996 | 0.9454 |
| 0.006 | 762.0 | 791718 | 0.4291 | 0.7757 | 0.8154 | 0.7951 | 0.9445 |
| 0.0066 | 763.0 | 792757 | 0.4386 | 0.7877 | 0.8158 | 0.8015 | 0.9446 |
| 0.0065 | 764.0 | 793796 | 0.4174 | 0.7828 | 0.8095 | 0.7959 | 0.9448 |
| 0.0058 | 765.0 | 794835 | 0.4349 | 0.7982 | 0.8055 | 0.8018 | 0.9446 |
| 0.0062 | 766.0 | 795874 | 0.4045 | 0.7898 | 0.7969 | 0.7933 | 0.9435 |
| 0.0055 | 767.0 | 796913 | 0.4421 | 0.7893 | 0.8080 | 0.7985 | 0.9446 |
| 0.0059 | 768.0 | 797952 | 0.4482 | 0.7865 | 0.8042 | 0.7953 | 0.9437 |
| 0.0053 | 769.0 | 798991 | 0.4127 | 0.7813 | 0.8158 | 0.7982 | 0.9459 |
| 0.0063 | 770.0 | 800030 | 0.4453 | 0.7854 | 0.8174 | 0.8011 | 0.9460 |
| 0.0058 | 771.0 | 801069 | 0.4240 | 0.7902 | 0.8098 | 0.7999 | 0.9455 |
| 0.0066 | 772.0 | 802108 | 0.4088 | 0.7901 | 0.7979 | 0.7940 | 0.9448 |
| 0.006 | 773.0 | 803147 | 0.4251 | 0.7935 | 0.8106 | 0.8020 | 0.9457 |
| 0.0056 | 774.0 | 804186 | 0.4350 | 0.7913 | 0.8100 | 0.8006 | 0.9460 |
| 0.0062 | 775.0 | 805225 | 0.4306 | 0.7850 | 0.8109 | 0.7978 | 0.9441 |
| 0.0056 | 776.0 | 806264 | 0.4413 | 0.7894 | 0.8109 | 0.8000 | 0.9451 |
| 0.005 | 777.0 | 807303 | 0.4390 | 0.7911 | 0.8134 | 0.8021 | 0.9457 |
| 0.0058 | 778.0 | 808342 | 0.4611 | 0.7824 | 0.8050 | 0.7935 | 0.9439 |
| 0.0055 | 779.0 | 809381 | 0.4341 | 0.7902 | 0.8084 | 0.7992 | 0.9454 |
| 0.0048 | 780.0 | 810420 | 0.4529 | 0.7813 | 0.8024 | 0.7918 | 0.9424 |
| 0.005 | 781.0 | 811459 | 0.4394 | 0.7938 | 0.8055 | 0.7996 | 0.9448 |
| 0.0062 | 782.0 | 812498 | 0.4433 | 0.7973 | 0.8070 | 0.8021 | 0.9456 |
| 0.0058 | 783.0 | 813537 | 0.4345 | 0.7934 | 0.8001 | 0.7967 | 0.9435 |
| 0.0055 | 784.0 | 814576 | 0.4495 | 0.7907 | 0.8057 | 0.7981 | 0.9446 |
| 0.0057 | 785.0 | 815615 | 0.4734 | 0.7826 | 0.8039 | 0.7931 | 0.9429 |
| 0.0056 | 786.0 | 816654 | 0.4305 | 0.7914 | 0.8084 | 0.7998 | 0.9449 |
| 0.0051 | 787.0 | 817693 | 0.4424 | 0.7827 | 0.8104 | 0.7963 | 0.9442 |
| 0.0056 | 788.0 | 818732 | 0.4493 | 0.7810 | 0.8006 | 0.7907 | 0.9429 |
| 0.0051 | 789.0 | 819771 | 0.4419 | 0.7858 | 0.8052 | 0.7953 | 0.9442 |
| 0.0049 | 790.0 | 820810 | 0.4459 | 0.7846 | 0.7988 | 0.7916 | 0.9429 |
| 0.0048 | 791.0 | 821849 | 0.4370 | 0.7875 | 0.8015 | 0.7945 | 0.9435 |
| 0.0054 | 792.0 | 822888 | 0.4268 | 0.7803 | 0.8082 | 0.7940 | 0.9437 |
| 0.0052 | 793.0 | 823927 | 0.4415 | 0.7868 | 0.8075 | 0.7970 | 0.9443 |
| 0.0043 | 794.0 | 824966 | 0.4391 | 0.7877 | 0.8080 | 0.7978 | 0.9436 |
| 0.0053 | 795.0 | 826005 | 0.4620 | 0.7798 | 0.8066 | 0.7930 | 0.9426 |
| 0.0043 | 796.0 | 827044 | 0.4501 | 0.7849 | 0.7963 | 0.7906 | 0.9424 |
| 0.0056 | 797.0 | 828083 | 0.4381 | 0.7775 | 0.8136 | 0.7951 | 0.9445 |
| 0.005 | 798.0 | 829122 | 0.4488 | 0.7897 | 0.8178 | 0.8035 | 0.9457 |
| 0.0052 | 799.0 | 830161 | 0.4378 | 0.7854 | 0.8152 | 0.8000 | 0.9455 |
| 0.0051 | 800.0 | 831200 | 0.4283 | 0.7929 | 0.8097 | 0.8012 | 0.9452 |
| 0.0047 | 801.0 | 832239 | 0.4514 | 0.7865 | 0.8102 | 0.7982 | 0.9443 |
| 0.0052 | 802.0 | 833278 | 0.4455 | 0.7849 | 0.8097 | 0.7971 | 0.9444 |
| 0.0048 | 803.0 | 834317 | 0.4588 | 0.7905 | 0.8032 | 0.7968 | 0.9434 |
| 0.0047 | 804.0 | 835356 | 0.4664 | 0.7823 | 0.8102 | 0.7960 | 0.9439 |
| 0.0043 | 805.0 | 836395 | 0.4665 | 0.7869 | 0.8053 | 0.7960 | 0.9443 |
| 0.0044 | 806.0 | 837434 | 0.4420 | 0.7897 | 0.8158 | 0.8026 | 0.9463 |
| 0.004 | 807.0 | 838473 | 0.4513 | 0.7930 | 0.8010 | 0.7970 | 0.9435 |
| 0.0046 | 808.0 | 839512 | 0.4589 | 0.7875 | 0.8140 | 0.8005 | 0.9454 |
| 0.0048 | 809.0 | 840551 | 0.4593 | 0.7861 | 0.8070 | 0.7964 | 0.9438 |
| 0.0047 | 810.0 | 841590 | 0.4557 | 0.7913 | 0.8120 | 0.8015 | 0.9451 |
| 0.0041 | 811.0 | 842629 | 0.4470 | 0.7866 | 0.7997 | 0.7931 | 0.9435 |
| 0.005 | 812.0 | 843668 | 0.4475 | 0.7928 | 0.8075 | 0.8001 | 0.9444 |
| 0.0054 | 813.0 | 844707 | 0.4339 | 0.7821 | 0.8091 | 0.7954 | 0.9435 |
| 0.0047 | 814.0 | 845746 | 0.4413 | 0.7835 | 0.8133 | 0.7981 | 0.9455 |
| 0.0046 | 815.0 | 846785 | 0.4795 | 0.7746 | 0.8080 | 0.7909 | 0.9429 |
| 0.0041 | 816.0 | 847824 | 0.4515 | 0.7853 | 0.8035 | 0.7943 | 0.9453 |
| 0.0044 | 817.0 | 848863 | 0.4655 | 0.7853 | 0.8097 | 0.7973 | 0.9447 |
| 0.0044 | 818.0 | 849902 | 0.4383 | 0.7912 | 0.8160 | 0.8034 | 0.9460 |
| 0.0039 | 819.0 | 850941 | 0.4571 | 0.7888 | 0.8086 | 0.7986 | 0.9440 |
| 0.0046 | 820.0 | 851980 | 0.4687 | 0.7888 | 0.8077 | 0.7981 | 0.9447 |
| 0.0048 | 821.0 | 853019 | 0.4579 | 0.7878 | 0.8131 | 0.8002 | 0.9445 |
| 0.0046 | 822.0 | 854058 | 0.4571 | 0.7962 | 0.8142 | 0.8051 | 0.9457 |
| 0.0036 | 823.0 | 855097 | 0.4832 | 0.7859 | 0.8024 | 0.7941 | 0.9433 |
| 0.0043 | 824.0 | 856136 | 0.4610 | 0.7894 | 0.8129 | 0.8010 | 0.9453 |
| 0.0043 | 825.0 | 857175 | 0.4639 | 0.7942 | 0.8098 | 0.8020 | 0.9447 |
| 0.0039 | 826.0 | 858214 | 0.4661 | 0.7818 | 0.8138 | 0.7975 | 0.9445 |
| 0.0039 | 827.0 | 859253 | 0.4609 | 0.7894 | 0.8041 | 0.7967 | 0.9444 |
| 0.0036 | 828.0 | 860292 | 0.4447 | 0.7933 | 0.8068 | 0.8000 | 0.9446 |
| 0.0044 | 829.0 | 861331 | 0.4572 | 0.7853 | 0.8084 | 0.7967 | 0.9451 |
| 0.0042 | 830.0 | 862370 | 0.4404 | 0.7855 | 0.8071 | 0.7962 | 0.9442 |
| 0.0042 | 831.0 | 863409 | 0.4632 | 0.7883 | 0.8062 | 0.7972 | 0.9450 |
| 0.0036 | 832.0 | 864448 | 0.4757 | 0.7891 | 0.8064 | 0.7976 | 0.9448 |
| 0.0038 | 833.0 | 865487 | 0.4362 | 0.7976 | 0.8048 | 0.8012 | 0.9452 |
| 0.0034 | 834.0 | 866526 | 0.4765 | 0.7856 | 0.8107 | 0.7979 | 0.9450 |
| 0.0038 | 835.0 | 867565 | 0.4422 | 0.7917 | 0.8097 | 0.8006 | 0.9461 |
| 0.0043 | 836.0 | 868604 | 0.4567 | 0.7916 | 0.8149 | 0.8031 | 0.9460 |
| 0.0037 | 837.0 | 869643 | 0.4532 | 0.7889 | 0.8088 | 0.7987 | 0.9453 |
| 0.0043 | 838.0 | 870682 | 0.4641 | 0.7841 | 0.8194 | 0.8013 | 0.9459 |
| 0.0039 | 839.0 | 871721 | 0.4652 | 0.7837 | 0.8116 | 0.7974 | 0.9453 |
| 0.0032 | 840.0 | 872760 | 0.4613 | 0.7871 | 0.8223 | 0.8043 | 0.9465 |
| 0.004 | 841.0 | 873799 | 0.4600 | 0.7843 | 0.8143 | 0.7990 | 0.9458 |
| 0.0034 | 842.0 | 874838 | 0.4682 | 0.7897 | 0.8129 | 0.8011 | 0.9461 |
| 0.0036 | 843.0 | 875877 | 0.4665 | 0.7898 | 0.8149 | 0.8022 | 0.9462 |
| 0.0035 | 844.0 | 876916 | 0.4555 | 0.7966 | 0.8082 | 0.8024 | 0.9462 |
| 0.0034 | 845.0 | 877955 | 0.4449 | 0.7966 | 0.8176 | 0.8070 | 0.9465 |
| 0.0031 | 846.0 | 878994 | 0.4692 | 0.7905 | 0.8161 | 0.8031 | 0.9456 |
| 0.0028 | 847.0 | 880033 | 0.4608 | 0.7957 | 0.8124 | 0.8040 | 0.9460 |
| 0.004 | 848.0 | 881072 | 0.4654 | 0.7881 | 0.8178 | 0.8027 | 0.9461 |
| 0.0036 | 849.0 | 882111 | 0.4459 | 0.7974 | 0.8149 | 0.8060 | 0.9462 |
| 0.0032 | 850.0 | 883150 | 0.4560 | 0.7892 | 0.8151 | 0.8019 | 0.9457 |
| 0.0034 | 851.0 | 884189 | 0.4607 | 0.7893 | 0.8061 | 0.7976 | 0.9447 |
| 0.0031 | 852.0 | 885228 | 0.4686 | 0.7893 | 0.8102 | 0.7996 | 0.9453 |
| 0.0036 | 853.0 | 886267 | 0.4689 | 0.7899 | 0.8093 | 0.7995 | 0.9451 |
| 0.0034 | 854.0 | 887306 | 0.4692 | 0.7961 | 0.8142 | 0.8050 | 0.9462 |
| 0.0037 | 855.0 | 888345 | 0.4518 | 0.7914 | 0.8172 | 0.8041 | 0.9466 |
| 0.0038 | 856.0 | 889384 | 0.4571 | 0.7983 | 0.8089 | 0.8036 | 0.9455 |
| 0.0031 | 857.0 | 890423 | 0.4510 | 0.7890 | 0.8134 | 0.8010 | 0.9455 |
| 0.0035 | 858.0 | 891462 | 0.4608 | 0.7890 | 0.8160 | 0.8022 | 0.9457 |
| 0.0034 | 859.0 | 892501 | 0.4594 | 0.7897 | 0.8122 | 0.8008 | 0.9461 |
| 0.0031 | 860.0 | 893540 | 0.4802 | 0.7890 | 0.8080 | 0.7984 | 0.9453 |
| 0.0027 | 861.0 | 894579 | 0.4721 | 0.7935 | 0.8053 | 0.7994 | 0.9456 |
| 0.0031 | 862.0 | 895618 | 0.4636 | 0.7896 | 0.8178 | 0.8034 | 0.9462 |
| 0.0031 | 863.0 | 896657 | 0.4710 | 0.7897 | 0.8142 | 0.8017 | 0.9449 |
| 0.003 | 864.0 | 897696 | 0.4601 | 0.7922 | 0.8154 | 0.8036 | 0.9460 |
| 0.0032 | 865.0 | 898735 | 0.4978 | 0.7885 | 0.8143 | 0.8012 | 0.9449 |
| 0.0028 | 866.0 | 899774 | 0.4678 | 0.7867 | 0.8142 | 0.8002 | 0.9452 |
| 0.0027 | 867.0 | 900813 | 0.4694 | 0.7894 | 0.8064 | 0.7978 | 0.9443 |
| 0.0029 | 868.0 | 901852 | 0.4975 | 0.7856 | 0.8134 | 0.7993 | 0.9448 |
| 0.0029 | 869.0 | 902891 | 0.4882 | 0.7936 | 0.8032 | 0.7984 | 0.9440 |
| 0.0026 | 870.0 | 903930 | 0.4851 | 0.7870 | 0.8192 | 0.8028 | 0.9460 |
| 0.0028 | 871.0 | 904969 | 0.4876 | 0.7939 | 0.8061 | 0.7999 | 0.9450 |
| 0.0033 | 872.0 | 906008 | 0.4919 | 0.7865 | 0.8102 | 0.7982 | 0.9445 |
| 0.0031 | 873.0 | 907047 | 0.4773 | 0.7898 | 0.8122 | 0.8009 | 0.9453 |
| 0.0027 | 874.0 | 908086 | 0.4973 | 0.7854 | 0.8095 | 0.7973 | 0.9453 |
| 0.0028 | 875.0 | 909125 | 0.4924 | 0.7875 | 0.8082 | 0.7977 | 0.9448 |
| 0.0029 | 876.0 | 910164 | 0.4798 | 0.7898 | 0.8104 | 0.7999 | 0.9458 |
| 0.0025 | 877.0 | 911203 | 0.4979 | 0.7901 | 0.8167 | 0.8032 | 0.9455 |
| 0.0028 | 878.0 | 912242 | 0.4881 | 0.7852 | 0.8156 | 0.8001 | 0.9458 |
| 0.0026 | 879.0 | 913281 | 0.4914 | 0.7962 | 0.8203 | 0.8081 | 0.9471 |
| 0.0026 | 880.0 | 914320 | 0.4880 | 0.7945 | 0.8152 | 0.8047 | 0.9466 |
| 0.0033 | 881.0 | 915359 | 0.4942 | 0.7895 | 0.8131 | 0.8011 | 0.9449 |
| 0.0027 | 882.0 | 916398 | 0.4822 | 0.7822 | 0.8176 | 0.7995 | 0.9451 |
| 0.0024 | 883.0 | 917437 | 0.4790 | 0.7883 | 0.8154 | 0.8016 | 0.9456 |
| 0.0024 | 884.0 | 918476 | 0.5036 | 0.7965 | 0.8127 | 0.8045 | 0.9453 |
| 0.0026 | 885.0 | 919515 | 0.4921 | 0.7901 | 0.8082 | 0.7991 | 0.9447 |
| 0.0026 | 886.0 | 920554 | 0.5034 | 0.7906 | 0.8145 | 0.8024 | 0.9452 |
| 0.0029 | 887.0 | 921593 | 0.4802 | 0.7987 | 0.8107 | 0.8046 | 0.9464 |
| 0.0025 | 888.0 | 922632 | 0.5139 | 0.7912 | 0.8075 | 0.7993 | 0.9443 |
| 0.0026 | 889.0 | 923671 | 0.4856 | 0.7931 | 0.8151 | 0.8039 | 0.9457 |
| 0.0025 | 890.0 | 924710 | 0.5002 | 0.7868 | 0.8156 | 0.8010 | 0.9451 |
| 0.0024 | 891.0 | 925749 | 0.4967 | 0.7911 | 0.8212 | 0.8059 | 0.9461 |
| 0.0022 | 892.0 | 926788 | 0.5010 | 0.7861 | 0.8109 | 0.7983 | 0.9451 |
| 0.0024 | 893.0 | 927827 | 0.5081 | 0.7836 | 0.8156 | 0.7993 | 0.9450 |
| 0.0029 | 894.0 | 928866 | 0.4982 | 0.7906 | 0.8152 | 0.8027 | 0.9457 |
| 0.002 | 895.0 | 929905 | 0.5083 | 0.7915 | 0.8129 | 0.8021 | 0.9453 |
| 0.0023 | 896.0 | 930944 | 0.5150 | 0.7886 | 0.8143 | 0.8013 | 0.9454 |
| 0.0023 | 897.0 | 931983 | 0.5085 | 0.7884 | 0.8131 | 0.8005 | 0.9451 |
| 0.0023 | 898.0 | 933022 | 0.5128 | 0.7964 | 0.8066 | 0.8015 | 0.9449 |
| 0.0021 | 899.0 | 934061 | 0.5070 | 0.7867 | 0.8156 | 0.8009 | 0.9450 |
| 0.002 | 900.0 | 935100 | 0.5063 | 0.7949 | 0.8138 | 0.8042 | 0.9462 |
| 0.0026 | 901.0 | 936139 | 0.5165 | 0.7918 | 0.8163 | 0.8039 | 0.9459 |
| 0.0022 | 902.0 | 937178 | 0.5137 | 0.7925 | 0.8145 | 0.8034 | 0.9459 |
| 0.002 | 903.0 | 938217 | 0.4968 | 0.7882 | 0.8082 | 0.7981 | 0.9451 |
| 0.0022 | 904.0 | 939256 | 0.4982 | 0.7876 | 0.8127 | 0.8000 | 0.9452 |
| 0.0019 | 905.0 | 940295 | 0.5187 | 0.7879 | 0.8133 | 0.8004 | 0.9455 |
| 0.0022 | 906.0 | 941334 | 0.5076 | 0.7891 | 0.8100 | 0.7994 | 0.9449 |
| 0.0022 | 907.0 | 942373 | 0.5087 | 0.7880 | 0.8098 | 0.7988 | 0.9451 |
| 0.0021 | 908.0 | 943412 | 0.5198 | 0.7917 | 0.8163 | 0.8038 | 0.9455 |
| 0.0018 | 909.0 | 944451 | 0.5273 | 0.7919 | 0.8134 | 0.8025 | 0.9448 |
| 0.0021 | 910.0 | 945490 | 0.5359 | 0.7938 | 0.8086 | 0.8011 | 0.9448 |
| 0.0019 | 911.0 | 946529 | 0.5281 | 0.7948 | 0.8098 | 0.8022 | 0.9455 |
| 0.0018 | 912.0 | 947568 | 0.5188 | 0.7916 | 0.8127 | 0.8020 | 0.9456 |
| 0.0022 | 913.0 | 948607 | 0.5105 | 0.7929 | 0.8086 | 0.8006 | 0.9452 |
| 0.0017 | 914.0 | 949646 | 0.5002 | 0.7875 | 0.8154 | 0.8012 | 0.9458 |
| 0.0018 | 915.0 | 950685 | 0.5105 | 0.7924 | 0.8147 | 0.8034 | 0.9460 |
| 0.0022 | 916.0 | 951724 | 0.5195 | 0.7871 | 0.8185 | 0.8025 | 0.9449 |
| 0.0017 | 917.0 | 952763 | 0.5110 | 0.7966 | 0.8190 | 0.8077 | 0.9465 |
| 0.0017 | 918.0 | 953802 | 0.5059 | 0.7905 | 0.8091 | 0.7997 | 0.9456 |
| 0.0018 | 919.0 | 954841 | 0.5325 | 0.7908 | 0.8147 | 0.8026 | 0.9456 |
| 0.0017 | 920.0 | 955880 | 0.5123 | 0.7955 | 0.8142 | 0.8047 | 0.9462 |
| 0.0017 | 921.0 | 956919 | 0.5127 | 0.7968 | 0.8120 | 0.8043 | 0.9459 |
| 0.0016 | 922.0 | 957958 | 0.5233 | 0.7884 | 0.8158 | 0.8018 | 0.9458 |
| 0.002 | 923.0 | 958997 | 0.5071 | 0.7935 | 0.8109 | 0.8021 | 0.9454 |
| 0.0013 | 924.0 | 960036 | 0.5289 | 0.7877 | 0.8124 | 0.7998 | 0.9448 |
| 0.0015 | 925.0 | 961075 | 0.5235 | 0.7934 | 0.8140 | 0.8036 | 0.9458 |
| 0.0019 | 926.0 | 962114 | 0.5294 | 0.7846 | 0.8152 | 0.7996 | 0.9456 |
| 0.0015 | 927.0 | 963153 | 0.5193 | 0.7886 | 0.8088 | 0.7985 | 0.9447 |
| 0.0018 | 928.0 | 964192 | 0.5282 | 0.7917 | 0.8138 | 0.8026 | 0.9458 |
| 0.0014 | 929.0 | 965231 | 0.5421 | 0.7887 | 0.8080 | 0.7983 | 0.9448 |
| 0.0016 | 930.0 | 966270 | 0.5492 | 0.7897 | 0.8147 | 0.8020 | 0.9456 |
| 0.0019 | 931.0 | 967309 | 0.5226 | 0.7908 | 0.8134 | 0.8020 | 0.9460 |
| 0.0015 | 932.0 | 968348 | 0.5374 | 0.7899 | 0.8111 | 0.8004 | 0.9458 |
| 0.0015 | 933.0 | 969387 | 0.5460 | 0.7870 | 0.8086 | 0.7977 | 0.9445 |
| 0.0016 | 934.0 | 970426 | 0.5396 | 0.7873 | 0.8107 | 0.7989 | 0.9444 |
| 0.0013 | 935.0 | 971465 | 0.5465 | 0.7880 | 0.8131 | 0.8003 | 0.9449 |
| 0.0014 | 936.0 | 972504 | 0.5374 | 0.7869 | 0.8115 | 0.7990 | 0.9457 |
| 0.0012 | 937.0 | 973543 | 0.5381 | 0.7920 | 0.8120 | 0.8019 | 0.9456 |
| 0.0017 | 938.0 | 974582 | 0.5380 | 0.7919 | 0.8084 | 0.8000 | 0.9448 |
| 0.0014 | 939.0 | 975621 | 0.5430 | 0.7871 | 0.8097 | 0.7982 | 0.9457 |
| 0.0016 | 940.0 | 976660 | 0.5252 | 0.7914 | 0.8088 | 0.8000 | 0.9455 |
| 0.0015 | 941.0 | 977699 | 0.5318 | 0.7923 | 0.8134 | 0.8027 | 0.9456 |
| 0.0015 | 942.0 | 978738 | 0.5301 | 0.7899 | 0.8194 | 0.8044 | 0.9465 |
| 0.0011 | 943.0 | 979777 | 0.5458 | 0.7958 | 0.8167 | 0.8061 | 0.9463 |
| 0.0013 | 944.0 | 980816 | 0.5498 | 0.7902 | 0.8115 | 0.8007 | 0.9456 |
| 0.0016 | 945.0 | 981855 | 0.5383 | 0.7954 | 0.8172 | 0.8062 | 0.9467 |
| 0.0016 | 946.0 | 982894 | 0.5324 | 0.7913 | 0.8138 | 0.8024 | 0.9456 |
| 0.0013 | 947.0 | 983933 | 0.5345 | 0.7882 | 0.8181 | 0.8029 | 0.9462 |
| 0.0014 | 948.0 | 984972 | 0.5352 | 0.7876 | 0.8122 | 0.7997 | 0.9452 |
| 0.0013 | 949.0 | 986011 | 0.5444 | 0.7924 | 0.8113 | 0.8017 | 0.9451 |
| 0.0016 | 950.0 | 987050 | 0.5391 | 0.7888 | 0.8192 | 0.8037 | 0.9457 |
| 0.0012 | 951.0 | 988089 | 0.5385 | 0.7935 | 0.8147 | 0.8040 | 0.9460 |
| 0.0014 | 952.0 | 989128 | 0.5300 | 0.7937 | 0.8169 | 0.8051 | 0.9464 |
| 0.0013 | 953.0 | 990167 | 0.5411 | 0.7926 | 0.8149 | 0.8036 | 0.9463 |
| 0.0013 | 954.0 | 991206 | 0.5388 | 0.7912 | 0.8134 | 0.8022 | 0.9456 |
| 0.0014 | 955.0 | 992245 | 0.5367 | 0.7927 | 0.8169 | 0.8046 | 0.9460 |
| 0.0012 | 956.0 | 993284 | 0.5402 | 0.7860 | 0.8149 | 0.8002 | 0.9451 |
| 0.0011 | 957.0 | 994323 | 0.5473 | 0.7950 | 0.8129 | 0.8038 | 0.9460 |
| 0.0008 | 958.0 | 995362 | 0.5575 | 0.7883 | 0.8181 | 0.8029 | 0.9462 |
| 0.0011 | 959.0 | 996401 | 0.5586 | 0.7884 | 0.8113 | 0.7997 | 0.9457 |
| 0.0011 | 960.0 | 997440 | 0.5572 | 0.7871 | 0.8143 | 0.8005 | 0.9454 |
| 0.0012 | 961.0 | 998479 | 0.5512 | 0.7928 | 0.8136 | 0.8031 | 0.9461 |
| 0.001 | 962.0 | 999518 | 0.5520 | 0.7865 | 0.8113 | 0.7987 | 0.9455 |
| 0.0011 | 963.0 | 1000557 | 0.5522 | 0.7866 | 0.8133 | 0.7997 | 0.9457 |
| 0.0011 | 964.0 | 1001596 | 0.5373 | 0.7869 | 0.8161 | 0.8013 | 0.9458 |
| 0.001 | 965.0 | 1002635 | 0.5441 | 0.7834 | 0.8136 | 0.7982 | 0.9457 |
| 0.001 | 966.0 | 1003674 | 0.5511 | 0.7862 | 0.8100 | 0.7979 | 0.9452 |
| 0.0009 | 967.0 | 1004713 | 0.5471 | 0.7874 | 0.8133 | 0.8001 | 0.9453 |
| 0.0011 | 968.0 | 1005752 | 0.5495 | 0.7870 | 0.8129 | 0.7997 | 0.9457 |
| 0.0007 | 969.0 | 1006791 | 0.5593 | 0.788 | 0.8160 | 0.8017 | 0.9458 |
| 0.0009 | 970.0 | 1007830 | 0.5522 | 0.7931 | 0.8154 | 0.8041 | 0.9461 |
| 0.0011 | 971.0 | 1008869 | 0.5475 | 0.7921 | 0.8133 | 0.8026 | 0.9463 |
| 0.0011 | 972.0 | 1009908 | 0.5571 | 0.7903 | 0.8156 | 0.8027 | 0.9461 |
| 0.0009 | 973.0 | 1010947 | 0.5626 | 0.7910 | 0.8151 | 0.8028 | 0.9456 |
| 0.0011 | 974.0 | 1011986 | 0.5549 | 0.7918 | 0.8127 | 0.8021 | 0.9458 |
| 0.0009 | 975.0 | 1013025 | 0.5474 | 0.7904 | 0.8073 | 0.7988 | 0.9455 |
| 0.0009 | 976.0 | 1014064 | 0.5517 | 0.7929 | 0.8136 | 0.8031 | 0.9457 |
| 0.001 | 977.0 | 1015103 | 0.5526 | 0.7928 | 0.8138 | 0.8032 | 0.9455 |
| 0.0008 | 978.0 | 1016142 | 0.5564 | 0.7913 | 0.8127 | 0.8019 | 0.9462 |
| 0.001 | 979.0 | 1017181 | 0.5594 | 0.7944 | 0.8170 | 0.8056 | 0.9465 |
| 0.0008 | 980.0 | 1018220 | 0.5695 | 0.7908 | 0.8106 | 0.8005 | 0.9452 |
| 0.0009 | 981.0 | 1019259 | 0.5674 | 0.7923 | 0.8142 | 0.8031 | 0.9455 |
| 0.0011 | 982.0 | 1020298 | 0.5672 | 0.7898 | 0.8118 | 0.8006 | 0.9456 |
| 0.001 | 983.0 | 1021337 | 0.5615 | 0.7907 | 0.8124 | 0.8014 | 0.9455 |
| 0.0007 | 984.0 | 1022376 | 0.5587 | 0.7907 | 0.8136 | 0.8020 | 0.9457 |
| 0.0008 | 985.0 | 1023415 | 0.5607 | 0.7940 | 0.8122 | 0.8030 | 0.9453 |
| 0.0011 | 986.0 | 1024454 | 0.5550 | 0.7937 | 0.8174 | 0.8054 | 0.9462 |
| 0.0008 | 987.0 | 1025493 | 0.5594 | 0.7956 | 0.8158 | 0.8055 | 0.9458 |
| 0.0009 | 988.0 | 1026532 | 0.5623 | 0.7939 | 0.8156 | 0.8046 | 0.9458 |
| 0.0007 | 989.0 | 1027571 | 0.5639 | 0.7945 | 0.8167 | 0.8054 | 0.9460 |
| 0.0009 | 990.0 | 1028610 | 0.5663 | 0.7938 | 0.8169 | 0.8052 | 0.9465 |
| 0.0009 | 991.0 | 1029649 | 0.5653 | 0.7936 | 0.8156 | 0.8044 | 0.9463 |
| 0.0007 | 992.0 | 1030688 | 0.5655 | 0.7936 | 0.8161 | 0.8047 | 0.9461 |
| 0.0008 | 993.0 | 1031727 | 0.5629 | 0.7924 | 0.8154 | 0.8038 | 0.9462 |
| 0.0007 | 994.0 | 1032766 | 0.5618 | 0.7942 | 0.8158 | 0.8048 | 0.9460 |
| 0.0007 | 995.0 | 1033805 | 0.5622 | 0.7937 | 0.8154 | 0.8044 | 0.9461 |
| 0.0008 | 996.0 | 1034844 | 0.5629 | 0.7917 | 0.8151 | 0.8032 | 0.9462 |
| 0.0009 | 997.0 | 1035883 | 0.5629 | 0.7927 | 0.8154 | 0.8039 | 0.9463 |
| 0.0007 | 998.0 | 1036922 | 0.5628 | 0.7924 | 0.8152 | 0.8037 | 0.9463 |
| 0.0008 | 999.0 | 1037961 | 0.5627 | 0.7928 | 0.8158 | 0.8041 | 0.9464 |
| 0.0007 | 1000.0 | 1039000 | 0.5628 | 0.7930 | 0.8160 | 0.8043 | 0.9464 |
### Framework versions
- Transformers 4.29.2
- Pytorch 2.0.1+cu117
- Datasets 2.12.0
- Tokenizers 0.13.3
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