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This Github Gist contains all the code, information and useful links relating to a Google Summer of Code (GSoC) 2022 project, the project is called "Finding Exoplanets with Astronomical Observations".
The purpose of this project is to use publicly available data from observations intended to identify exoplanets in order to determine whether or not a given stellar system contains one or more exoplanets.
An exoplanet is any planet not in our solar system. Since the early 1990s, thousands of exoplanets have been discovered. Exoplanets are identified through a variety of methods, including, but not limited to, transit light curve analysis, direct imaging, and radial velocity measurements. One of the most successful attempts was the Kepler Mission, which studied light curves of hundreds of thousands of stars and identified over 2,500 planets. Each detection technique is biased towards detecting different types of planets at different distances from stars, so a variety of methods is necessary to fully explore the exoplanetary parameter space.
As is exemplified by the Kepler Mission, identifying exoplanets – using any method – relies on massive datasets and signals that can be subtle and noisy. In fact, the first exoplanet was observed many years before it was identified because the researchers did not originally notice it in the data. An unfortunate side effect of this delay was that the “first” discovered exoplanet was announced in the interim despite being observed years later. Machine learning may be a useful avenue for systematically, accurately, and quickly identifying planets and avoiding such situations.
Using publicly available observational data, models will be constructed that predict the presence of a planet. This may use data from any type of detection of method, and there is no limit to the number of detection methods that may be used.
There are 3 main types of astronomical observation data, all of which are taken from space telescopes such as NASA's Kepler and TESS missions; these include: target pixel files, lightcurves and stellar information in the form of tabular data. This project used lightcurves as the data is almost in its raw form as extracted from the telescopes and it is in a form that can be loaded into machine learning pipelines with some relatively light processing.
The data was taken and combined from 2 sources: Kepler Object of Interest (KOI) Activity Tables - Cumulative Table from which more information is available here. This returns a list of all the stars that the Kepler mission has observed, but not the lightcurves themselves. To obtain the lightcurves themselves, the python package Lightkurve is used.
kepid | kepoi_name | kepler_name | koi_disposition | koi_vet_stat | koi_vet_date | koi_pdisposition | koi_score | koi_fpflag_nt | koi_fpflag_ss | koi_fpflag_co | koi_fpflag_ec | koi_disp_prov | koi_comment | koi_period | koi_time0bk | koi_time0 | koi_eccen | koi_longp | koi_impact | koi_duration | koi_ingress | koi_depth | koi_ror | koi_srho | koi_fittype | koi_prad | koi_sma | koi_incl | koi_teq | koi_insol | koi_dor | koi_limbdark_mod | koi_ldm_coeff4 | koi_ldm_coeff3 | koi_ldm_coeff2 | koi_ldm_coeff1 | koi_parm_prov | koi_max_sngle_ev | koi_max_mult_ev | koi_model_snr | koi_count | koi_num_transits | koi_tce_plnt_num | koi_tce_delivname | koi_quarters | koi_bin_oedp_sig | koi_trans_mod | koi_model_dof | koi_model_chisq | koi_datalink_dvr | koi_datalink_dvs | koi_steff | koi_slogg | koi_smet | koi_srad | koi_smass | koi_sage | koi_sparprov | ra | dec | koi_kepmag | koi_gmag | koi_rmag | koi_imag | koi_zmag | koi_jmag | koi_hmag | koi_kmag | koi_fwm_stat_sig | koi_fwm_sra | koi_fwm_sdec | koi_fwm_srao | koi_fwm_sdeco | koi_fwm_prao | koi_fwm_pdeco | koi_dicco_mra | koi_dicco_mdec | koi_dicco_msky | koi_dikco_mra | koi_dikco_mdec | koi_dikco_msky | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10797460 | K00752.01 | Kepler-227 b | CONFIRMED | Done | 16/08/2018 | CANDIDATE | 1 | 0 | 0 | 0 | 0 | q1_q17_dr25_sup_koi | NO_COMMENT | 9.48803557 | 170.53875 | 2455003.539 | 0 | 0.146 | 2.9575 | 6.16E+02 | 0.022344 | 3.20796 | LS+MCMC | 2.26 | 0.0853 | 89.66 | 793 | 93.59 | 24.81 | Claret (2011 A&A 529 75) ATLAS LS | 0 | 0 | 0.2291 | 0.4603 | q1_q17_dr25_koi | 5.135849 | 28.47082 | 35.8 | 2 | 142 | 1 | q1_q17_dr25_tce | 1.11111E+31 | 0.6864 | Mandel and Agol (2002 ApJ 580 171) | 010/010797/010797460/dv/kplr010797460-20160209194854_dvr.pdf | 010/010797/010797460/dv/kplr010797460-001-20160209194854_dvs.pdf | 5455 | 4.467 | 0.14 | 0.927 | 0.919 | q1_q17_dr25_stellar | 291.93423 | 48.141651 | 15.347 | 15.89 | 15.27 | 15.114 | 15.006 | 14.082 | 13.751 | 13.648 | 0.002 | 19.462294 | 48.14191 | 0.43 | 0.94 | -2.00E-04 | -5.50E-04 | -0.01 | 0.2 | 0.2 | 0.08 | 0.31 | 0.32 | ||||||
10797460 | K00752.02 | Kepler-227 c | CONFIRMED | Done | 16/08/2018 | CANDIDATE | 0.969 | 0 | 0 | 0 | 0 | q1_q17_dr25_sup_koi | NO_COMMENT | 54.4183827 | 162.51384 | 2454995.514 | 0 | 0.586 | 4.507 | 8.75E+02 | 0.027954 | 3.02368 | LS+MCMC | 2.83 | 0.2734 | 89.57 | 443 | 9.11 | 77.9 | Claret (2011 A&A 529 75) ATLAS LS | 0 | 0 | 0.2291 | 0.4603 | q1_q17_dr25_koi | 7.027669 | 20.109507 | 25.8 | 2 | 25 | 2 | q1_q17_dr25_tce | 1.11111E+31 | 0.0023 | Mandel and Agol (2002 ApJ 580 171) | 010/010797/010797460/dv/kplr010797460-20160209194854_dvr.pdf | 010/010797/010797460/dv/kplr010797460-002-20160209194854_dvs.pdf | 5455 | 4.467 | 0.14 | 0.927 | 0.919 | q1_q17_dr25_stellar | 291.93423 | 48.141651 | 15.347 | 15.89 | 15.27 | 15.114 | 15.006 | 14.082 | 13.751 | 13.648 | 0.003 | 19.462265 | 48.14199 | -0.63 | 1.23 | 6.60E-04 | -1.05E-03 | 0.39 | 0 | 0.39 | 0.49 | 0.12 | 0.5 | ||||||
10811496 | K00753.01 | CANDIDATE | Done | 16/08/2018 | CANDIDATE | 0 | 0 | 0 | 0 | 0 | q1_q17_dr25_sup_koi | DEEP_V_SHAPED | 19.89913995 | 175.850252 | 2455008.85 | 0 | 0.969 | 1.7822 | 1.08E+04 | 0.154046 | 7.29555 | LS+MCMC | 14.6 | 0.1419 | 88.96 | 638 | 39.3 | 53.5 | Claret (2011 A&A 529 75) ATLAS LS | 0 | 0 | 0.2711 | 0.3858 | q1_q17_dr25_koi | 37.159767 | 187.4491 | 76.3 | 1 | 56 | 1 | q1_q17_dr25_tce | 1.11111E+31 | 0.6624 | Mandel and Agol (2002 ApJ 580 171) | 010/010811/010811496/dv/kplr010811496-20160209194854_dvr.pdf | 010/010811/010811496/dv/kplr010811496-001-20160209194854_dvs.pdf | 5853 | 4.544 | -0.18 | 0.868 | 0.961 | q1_q17_dr25_stellar | 297.00482 | 48.134129 | 15.436 | 15.943 | 15.39 | 15.22 | 15.166 | 14.254 | 13.9 | 13.826 | 0.278 | 19.8003207 | 48.13412 | -0.021 | -0.038 | 7.00E-04 | 6.00E-04 | -0.025 | -0.034 | 0.042 | 0.002 | -0.027 | 0.027 | |||||||
10848459 | K00754.01 | FALSE POSITIVE | Done | 16/08/2018 | FALSE POSITIVE | 0 | 0 | 1 | 0 | 0 | q1_q17_dr25_sup_koi | MOD_ODDEVEN_DV---MOD_ODDEVEN_ALT---DEEP_V_SHAPED | 1.736952453 | 170.307565 | 2455003.308 | 0 | 1.276 | 2.40641 | 8.08E+03 | 0.387394 | 0.2208 | LS+MCMC | 33.46 | 0.0267 | 67.09 | 1395 | 891.96 | 3.278 | Claret (2011 A&A 529 75) ATLAS LS | 0 | 0 | 0.2865 | 0.3556 | q1_q17_dr25_koi | 39.06655 | 541.8951 | 505.6 | 1 | 621 | 1 | q1_q17_dr25_tce | 1.11111E+31 | 0 | Mandel and Agol (2002 ApJ 580 171) | 010/010848/010848459/dv/kplr010848459-20160209194854_dvr.pdf | 010/010848/010848459/dv/kplr010848459-001-20160209194854_dvs.pdf | 5805 | 4.564 | -0.52 | 0.791 | 0.836 | q1_q17_dr25_stellar | 285.53461 | 48.28521 | 15.597 | 16.1 | 15.554 | 15.382 | 15.266 | 14.326 | 13.911 | 13.809 | 0 | 19.03563762 | 48.2852105 | -0.111 | 0.002 | 3.02E-03 | -1.42E-03 | -0.249 | 0.147 | 0.289 | -0.257 | 0.099 | 0.276 | |||||||
10854555 | K00755.01 | Kepler-664 b | CONFIRMED | Done | 16/08/2018 | CANDIDATE | 1 | 0 | 0 | 0 | 0 | q1_q17_dr25_sup_koi | NO_COMMENT | 2.525591777 | 171.59555 | 2455004.596 | 0 | 0.701 | 1.6545 | 6.03E+02 | 0.024064 | 1.98635 | LS+MCMC | 2.75 | 0.0374 | 85.41 | 1406 | 926.16 | 8.75 | Claret (2011 A&A 529 75) ATLAS LS | 0 | 0 | 0.2844 | 0.3661 | q1_q17_dr25_koi | 4.749945 | 33.1919 | 40.9 | 1 | 515 | 1 | q1_q17_dr25_tce | 1.11111E+30 | 0.309 | Mandel and Agol (2002 ApJ 580 171) | 010/010854/010854555/dv/kplr010854555-20160209194854_dvr.pdf | 010/010854/010854555/dv/kplr010854555-001-20160209194854_dvs.pdf | 6031 | 4.438 | 0.07 | 1.046 | 1.095 | q1_q17_dr25_stellar | 288.75488 | 48.2262 | 15.509 | 16.015 | 15.468 | 15.292 | 15.241 | 14.366 | 14.064 | 13.952 | 0.733 | 19.2503258 | 48.22626 | -0.01 | 0.23 | 8.00E-05 | -7.00E-05 | 0.03 | -0.09 | 0.1 | 0.07 | 0.02 | 0.07 |
{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"source": [ | |
"# Data Collection Example Notebook\n", | |
"\n", | |
"The aim of this notebook is to show the methodology used to download all lightcurves available from the Kepler Mission. This method combines the lightcurve package (as demonstrated in the previous notebook) to download the curves themselves, with the list of KIC's being provided by the csv file (part of which is shown previously). " | |
], | |
"metadata": { | |
"id": "hwFERFcFDS5a" | |
} | |
}, | |
{ | |
"cell_type": "markdown", | |
"source": [ | |
"### 1. Installing and Import Lightkurve" | |
], | |
"metadata": { | |
"id": "0sm-IlFVD_o7" | |
} | |
}, | |
{ | |
"cell_type": "code", | |
"source": [ | |
"!pip install lightkurve\n", | |
"import lightkurve as lk" | |
], | |
"metadata": { | |
"id": "aqH54woKDSkV" | |
}, | |
"execution_count": null, | |
"outputs": [] | |
}, | |
{ | |
"cell_type": "markdown", | |
"source": [ | |
"### 2. Reading the csv file of KIC's" | |
], | |
"metadata": { | |
"id": "DZLSqhGvEQ2M" | |
} | |
}, | |
{ | |
"cell_type": "code", | |
"source": [ | |
"import pandas as pd" | |
], | |
"metadata": { | |
"id": "5vyVvTy8EZI3" | |
}, | |
"execution_count": 13, | |
"outputs": [] | |
}, | |
{ | |
"cell_type": "markdown", | |
"source": [ | |
"This file may seem different than the above 'Kepler Cumulative Table', however it is from the same source but only the necessary columns were kept." | |
], | |
"metadata": { | |
"id": "HdNWY4pVE-Ez" | |
} | |
}, | |
{ | |
"cell_type": "code", | |
"source": [ | |
"df = pd.read_csv('Kepler_Data_Raw.csv',skiprows=9)\n", | |
"df" | |
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"execution_count": 15, | |
"outputs": [ | |
{ | |
"output_type": "execute_result", | |
"data": { | |
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" kepid kepoi_name koi_disposition\n", | |
"0 10797460 K00752.01 CONFIRMED\n", | |
"1 10797460 K00752.02 CONFIRMED\n", | |
"2 10811496 K00753.01 CANDIDATE\n", | |
"3 10848459 K00754.01 FALSE POSITIVE\n", | |
"4 10854555 K00755.01 CONFIRMED\n", | |
"... ... ... ...\n", | |
"9559 10090151 K07985.01 FALSE POSITIVE\n", | |
"9560 10128825 K07986.01 CANDIDATE\n", | |
"9561 10147276 K07987.01 FALSE POSITIVE\n", | |
"9562 10155286 K07988.01 CANDIDATE\n", | |
"9563 10156110 K07989.01 FALSE POSITIVE\n", | |
"\n", | |
"[9564 rows x 3 columns]" | |
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] | |
}, | |
"metadata": {}, | |
"execution_count": 15 | |
} | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"source": [ | |
"for kepid in df['kepid'].iloc[0:5]:\n", | |
" try: \n", | |
"\n", | |
" # FORMATTING THE KEPID STRING AND DOWNLOADING THE DATA FROM LIGHTKURVE\n", | |
" KIC = 'KIC ' + str(kepid)\n", | |
" lc = lk.search_lightcurve(KIC, author='kepler', quarter = 4, cadence='long').download()\n", | |
" lc.plot()\n", | |
"\n", | |
"\n", | |
" except: \n", | |
" pass" | |
], | |
"metadata": { | |
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"base_uri": "https://localhost:8080/", | |
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} | |
}, | |
"execution_count": 16, | |
"outputs": [ | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"<Figure size 848.5x400 with 1 Axes>" | |
], | |
"image/png": 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\n" | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"<Figure size 848.5x400 with 1 Axes>" | |
], | |
"image/png": 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\n" | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"<Figure size 848.5x400 with 1 Axes>" | |
], | |
"image/png": 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\n" | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"<Figure size 848.5x400 with 1 Axes>" | |
], | |
"image/png": 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\n" | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"<Figure size 848.5x400 with 1 Axes>" | |
], | |
"image/png": 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\n" | |
}, | |
"metadata": {} | |
} | |
] | |
} | |
], | |
"metadata": { | |
"colab": { | |
"name": "scratchpad", | |
"provenance": [] | |
}, | |
"kernelspec": { | |
"display_name": "Python 3", | |
"name": "python3" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 0 | |
} | |
As seen above, the lightcurves are time-series data with light flux being the variable which evolves over time. This data is not readily inputtable into machine learning models for several reasons: most models apart from a few primitive ones (such as K-Nearest Neighbours) cannot deal with time-series data that is not of equal length; and the same goes for the NaNs present in the data. Additionally, there are long-term trends arising from dying stars and other phenomena which may affect the readings, as well as outliers in the data. All of this means processing the data is necessary.
To end up with correctly formatted data, 2 approaches were undertaken.
- Global View: This meant following the approach outlined in this paper to generate a global view: https://arxiv.org/pdf/1712.05044.pdf, which was implemented in python with the Lighkurve package based on this tutorial: https://docs.lightkurve.org/tutorials/3-science-examples/exoplanets-machine-learning-preprocessing.html.
- Raw View: The idea behind this approach is to take the raw lighcurves, and apply the lowest levels of processing that allow it to be inputted into machine learning models. This involves removing outliers and converting the curves into equally spaced time-steps.
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| 685 | 686 | 687 | 688 | 689 | 690 | 691 | 692 | 693 | 694 | 695 | 696 | 697 | 698 | 699 | 700 | 701 | 702 | 703 | 704 | 705 | 706 | 707 | 708 | 709 | 710 | 711 | 712 | 713 | 714 | 715 | 716 | 717 | 718 | 719 | 720 | 721 | 722 | 723 | 724 | 725 | 726 | 727 | 728 | 729 | 730 | 731 | 732 | 733 | 734 | 735 | 736 | 737 | 738 | 739 | 740 | 741 | 742 | 743 | 744 | 745 | 746 | 747 | 748 | 749 | 750 | 751 | 752 | 753 | 754 | 755 | 756 | 757 | 758 | 759 | 760 | 761 | 762 | 763 | 764 | 765 | 766 | 767 | 768 | 769 | 770 | 771 | 772 | 773 | 774 | 775 | 776 | 777 | 778 | 779 | 780 | 781 | 782 | 783 | 784 | 785 | 786 | 787 | 788 | 789 | 790 | 791 | 792 | 793 | 794 | 795 | 796 | 797 | 798 | 799 | 800 | 801 | 802 | 803 | 804 | 805 | 806 | 807 | 808 | 809 | 810 | 811 | 812 | 813 | 814 | 815 | 816 | 817 | 818 | 819 | 820 | 821 | 822 | 823 | 824 | 825 | 826 | 827 | 828 | 829 | 830 | 831 | 832 | 833 | 834 | 835 | 836 | 837 | 838 | 839 | 840 | 841 | 842 | 843 | 844 | 845 | 846 | 847 | 848 | 849 | 850 | 851 | 852 | 853 | 854 | 855 | 856 | 857 | 858 | 859 | 860 | 861 | 862 | 863 | 864 | 865 | 866 | 867 | 868 | 869 | 870 | 871 | 872 | 873 | 874 | 875 | 876 | 877 | 878 | 879 | 880 | 881 | 882 | 883 | 884 | 885 | 886 | 887 | 888 | 889 | 890 | 891 | 892 | 893 | 894 | 895 | 896 | 897 | 898 | 899 | 900 | 901 | 902 | 903 | 904 | 905 | 906 | 907 | 908 | 909 | 910 | 911 | 912 | 913 | 914 | 915 | 916 | 917 | 918 | 919 | 920 | 921 | 922 | 923 | 924 | 925 | 926 | 927 | 928 | 929 | 930 | 931 | 932 | 933 | 934 | 935 | 936 | 937 | 938 | 939 | 940 | 941 | 942 | 943 | 944 | 945 | 946 | 947 | 948 | 949 | 950 | 951 | 952 | 953 | 954 | 955 | 956 | 957 | 958 | 959 | 960 | 961 | 962 | 963 | 964 | 965 | 966 | 967 | 968 | 969 | 970 | 971 | 972 | 973 | 974 | 975 | 976 | 977 | 978 | 979 | 980 | 981 | 982 | 983 | 984 | 985 | 986 | 987 | 988 | 989 | 990 | 991 | 992 | 993 | 994 | 995 | 996 | 997 | 998 | 999 | target |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 0.805088592 | 1.014018589 | 0.879614652 | 0.740667353 | 1.07875027 | 1.079406007 | 1.205583961 | 1.01662822 | 0.998132966 | 0.807200225 | 0.911770036 | 0.933036084 | 1.067353726 | 0.680739562 | 1.177562082 | 1.055092687 | 1.07194522 | 1.067242568 | 0.852447308 | 1.072187918 | 0.983525931 | 0.990024654 | 1.125028523 | 0.962852714 | 1.062396662 | 1.25450823 | 1.051452457 | 1.207777907 | 1.065733246 | 1.351216679 | 1.175889277 | 0.65174985 | 0.880899058 | 0.837107577 | 1.024374985 | 0.546629768 | 1.154970162 | 1.113738893 | 0.850172005 | 0.823657083 | 1.069427825 | 0.805309008 | 0.874959887 | 1.003109164 | 0.817285685 | 1.137578272 | 0.933656359 | 1.00631242 | 0.839968996 | 0.848821675 | 1.141297975 | 1.05211291 | 0.987707148 | 0.821887788 | 0.921743963 | 0.868518978 | 1.164359808 | 0.894337271 | 1.057028051 | 1.127819612 | 1.002684032 | 0.715357029 | 0.837060933 | 1.142886251 | 0.949892661 | 1.071224061 | 1.135054372 | 0.966619101 | 0.947080527 | 1.115231124 | 1.012248322 | 0.98535616 | 0.94940982 | 1.124217769 | 1.062463924 | 1.177025202 | 0.825570556 | 1.199220504 | 1.12149448 | 1.08691689 | 1.041741672 | 1.177057819 | 0.771998184 | 1.141573078 | 0.792312858 | 1.068190303 | 0.891753529 | 0.806132712 | 1.202966472 | 1.124507021 | 1.035817417 | 0.904443438 | 1.198963623 | 0.848492643 | 1.048483027 | 0.83647678 | 0.876615486 | 0.833482099 | 1.266593002 | 0.96415798 | 1.141536843 | 1.010252301 | 0.830631539 | 0.937531193 | 0.850943961 | 1.263500988 | 0.973762184 | 1.090911071 | 0.864652775 | 1.104432267 | 1.039304094 | 0.712844753 | 0.88415387 | 0.963384597 | 0.892704087 | 0.798851243 | 0.940094012 | 0.912859499 | 1.158348143 | 0.919221632 | 0.633037546 | 1.062300724 | 0.955946811 | 0.982095817 | 1.126030512 | 0.706685586 | 0.977427178 | 1.036058536 | 0.881119617 | 0.855548103 | 0.695124323 | 1.024774255 | 1.144944018 | 1.215165376 | 0.999699403 | 1.135219616 | 0.816137287 | 0.899320176 | 0.76926316 | 1.017691108 | 1.042547079 | 0.531994193 | 0.888643495 | 1.07176202 | 0.965270191 | 0.762474683 | 0.873311107 | 0.776816862 | 0.829007527 | 0.944204076 | 0.823018446 | 1.105805699 | 1.047753961 | 0.923494997 | 0.823815095 | 0.861964651 | 0.817178393 | 0.876767157 | 1.161803157 | 0.913733495 | 0.883876212 | 0.794265306 | 0.909167505 | 0.882990008 | 1.039439712 | 1.27974468 | 0.962519925 | 0.853491033 | 0.498913836 | 0.862059154 | 0.902340996 | 1.055338786 | 1.252668986 | 1.010641416 | 1.154711981 | 1.342029689 | 1.055301014 | 0.836263132 | 1.022013387 | 0.781499901 | 1.056288955 | 0.854790578 | 0.835737974 | 0.85751973 | 0.729267893 | 1.16115613 | 0.810576567 | 0.993117652 | 0.700940296 | 0.934767826 | 0.919535504 | 1.148211795 | 1.136643672 | 1.152980158 | 0.989095858 | 1.111781764 | 1.065494401 | 1.106850958 | 1.253961194 | 0.816115399 | 1.083335074 | 0.984664536 | 0.905278573 | 1.192325758 | 1.200933354 | 0.799401879 | 1.083107287 | 1.001170672 | 1.090294157 | 1.028419072 | 1.551428416 | 0.811399197 | 0.943989373 | 0.769765542 | 0.606780078 | 0.966596899 | 0.602063006 | 0.891388748 | 0.64382117 | 1.040832622 | 1.243209409 | 0.749823748 | 1.0559959 | 0.923409624 | 1.192026379 | 1.292187178 | 1.045363715 | 1.16896422 | 0.891827037 | 1.020215827 | 0.887615781 | 0.951365952 | 0.915565215 | 0.920907121 | 1.182566715 | 1.005372348 | 1.214472354 | 0.906283096 | 0.75616641 | 0.845881012 | 1.109534479 | 1.111111067 | 0.992268846 | 1.033721633 | 0.92804647 | 1.172596444 | 1.157655512 | 0.88624849 | 1.324657845 | 1.054826485 | 0.927265628 | 0.845361392 | 0.992751329 | 0.801241034 | 0.669266296 | 0.865170858 | 0.90592832 | 0.968859796 | 0.971032122 | 0.763830108 | 0.924073131 | 1.036124478 | 1.08292017 | 1.038416235 | 1.063158606 | 0.825450835 | 1.150914394 | 1.171499276 | 1.044287674 | 0.800734879 | 0.844964664 | 0.96373814 | 0.760458398 | 0.862899818 | 1.169527617 | 0.740392142 | 1.132324408 | 0.756045394 | 1.03103899 | 1.022469659 | 1.146502915 | 1.141527062 | 1.208872284 | 1.293604051 | 1.201269211 | 1.184481283 | 1.035592371 | 1.128251358 | 1.012059665 | 0.996499156 | 0.982379969 | 0.821428159 | 0.695621865 | 0.950973571 | 0.701930293 | 0.825066264 | 0.865214691 | 1.077057358 | 0.990850173 | 1.029232166 | 0.942500374 | 0.985887942 | 1.049517373 | 1.010156337 | 0.917151554 | 0.821775609 | 0.954458065 | 1.0314862 | 1.108846754 | 0.646446722 | 1.073200664 | 1.020684245 | 1.034117268 | 1.011203948 | 0.955664777 | 1.049163978 | 0.974484855 | 1.045435154 | 1.074099168 | 0.820307144 | 1.213204293 | 1.176939563 | 1.302918353 | 1.172004451 | 0.966701737 | 0.991328983 | 0.692165452 | 0.99583313 | 1.09537001 | 1.141641379 | 0.961119403 | 0.808681361 | 1.01291737 | 0.959109678 | 1.135720979 | 1.410948079 | 0.989697281 | 0.899339898 | 0.950220282 | 0.881732804 | 1.041837811 | 0.952002599 | 0.978698064 | 0.793183337 | 1.107514014 | 0.822814483 | 0.927608804 | 1.042921282 | 1.060682014 | 1.000669901 | 1.026846525 | 0.958357571 | 1.218515362 | 0.900970149 | 1.101891308 | 0.850976262 | 1.335659162 | 1.129679459 | 1.056687202 | 0.892499569 | 0.886564691 | 0.802406102 | 0.870174386 | 1.124976292 | 0.764022663 | 1.034726642 | 1.011057212 | 0.926064339 | 0.687740604 | 1.037519586 | 0.991870848 | 0.914892639 | 0.706767497 | 1.005499072 | 1.082813202 | 0.794751129 | 1.119230721 | 1.061664997 | 1.101904796 | 1.073371216 | 0.831656791 | 1.114590681 | 0.987853974 | 0.828383603 | 0.959876131 | 1.176706429 | 1.058098726 | 0.930545256 | 1.057921147 | 1.107488097 | 1.107655836 | 0.768666273 | 1.095249067 | 1.0861676 | 0.985261237 | 0.803918218 | 1.057865404 | 1.320747772 | 0.910801573 | 1.158893126 | 1.096656985 | 1.155066541 | 1.144072226 | 1.205376387 | 0.865956632 | 1.349756315 | 1.134698031 | 1.100477758 | 0.992337704 | 0.812989921 | 0.869564044 | 0.857477863 | 0.975565072 | 0.999122152 | 1.041262165 | 1.168026406 | 1.006513228 | 0.853639403 | 0.9919656 | 1.176934291 | 1.033734441 | 1.144928048 | 0.68801654 | 1.132733188 | 0.8783976 | 0.965310334 | 1.149449704 | 0.902982169 | 0.840492399 | 1.07044987 | 0.933219097 | 0.936022656 | 1.013598566 | 1.260910211 | 1.431797339 | 1.249331995 | 1.015956333 | 1.049447758 | 0.608560783 | 1.167984926 | 1.246182102 | 1.132969005 | 1.19261987 | 1.204082881 | 0.998723983 | 1.088239854 | 1.384800671 | 1.394635347 | 0.960602341 | 1.045576005 | 1.038996821 | 1.141229258 | 1.028130821 | 0.883702549 | 1.17188773 | 0.823616745 | 1.164599804 | 1.260005856 | 0.910973174 | 0.869033282 | 1.130474403 | 1.293749882 | 1.360356441 | 1.011993559 | 1.15501665 | 0.996203498 | 1.133510714 | 1.332665923 | 1.136080375 | 1.180617269 | 0.992298458 | 1.13019318 | 1.113499481 | 1.328390169 | 0.941808655 | 1.125528423 | 1.081050795 | 1.074950928 | 0.988809867 | 0.913005253 | 1.05013153 | 1.208630657 | 1.037343574 | 0.846032443 | 1.238314846 | 1.296837149 | 1.09403472 | 1.538344582 | 1.20121313 | 0.97917346 | 1.362719413 | 1.459551746 | 1.026856224 | 0.639677681 | 0.503643494 | -0.391401468 | -0.620833217 | -0.905520003 | -0.709129027 | -0.82201831 | -0.785731107 | -0.837858606 | -0.43035935 | -0.577935452 | -0.424425678 | -0.258621309 | 0.392412052 | 1.000420187 | 1.343482111 | 1.290247271 | 1.118606427 | 1.193631157 | 1.145930721 | 1.235218663 | 0.949053588 | 1.090924195 | 1.204220751 | 1.168264764 | 1.008516409 | 1.345352035 | 1.110812116 | 1.175617482 | 1.171498496 | 1.390893193 | 1.320233706 | 0.892489204 | 1.398408007 | 1.014917029 | 1.590306855 | 1.207009475 | 1.157549168 | 1.330783126 | 1.055097971 | 1.100839268 | 1.136278102 | 1.266200348 | 1.160020727 | 0.990679102 | 1.144438866 | 1.219142194 | 1.057866948 | 1.015892661 | 1.034844878 | 1.122933643 | 1.235975211 | 1.349376668 | 1.165130246 | 1.044720553 | 1.389399792 | 1.214354328 | 1.279337126 | 1.092142024 | 1.152213351 | 1.048453274 | 1.004502674 | 0.976949185 | 0.923802335 | 1.186685983 | 1.198509518 | 1.190449043 | 0.872519229 | 1.249237687 | 1.065105965 | 0.887607463 | 1.053688998 | 0.932752891 | 0.974398289 | 1.048477426 | 1.454024323 | 0.980789429 | 1.207770233 | 0.944379034 | 1.378127778 | 0.872490157 | 1.24816716 | 0.933713863 | 1.229310351 | 0.93936252 | 0.845466371 | 1.020861231 | 0.836316124 | 1.06640581 | 0.936945658 | 0.956803578 | 1.098580882 | 1.140557172 | 0.96266794 | 0.676648598 | 1.011498943 | 1.010783926 | 1.068611205 | 0.860477494 | 0.960145233 | 0.824354241 | 0.793302913 | 1.159696777 | 0.751810756 | 1.189332229 | 0.985833721 | 0.968740757 | 1.136602473 | 1.030195046 | 1.064612767 | 1.008351427 | 0.900185049 | 0.745453378 | 1.165527889 | 0.838376034 | 0.87048493 | 0.635162772 | 1.062088792 | 0.944085071 | 0.801418747 | 0.919417889 | 1.161675886 | 0.877384479 | 0.989919755 | 0.590846977 | 0.966425539 | 1.032994138 | 1.053443427 | 1.097402399 | 1.080177209 | 0.891670763 | 0.900742088 | 1.058113136 | 0.856426549 | 0.855873126 | 1.299312091 | 0.955405076 | 1.029943497 | 0.931938556 | 1.131864088 | 1.06711277 | 0.757470774 | 0.945498616 | 1.031631158 | 1.016449515 | 0.833715001 | 1.080836118 | 0.841733549 | 0.907315698 | 0.965519646 | 0.720951108 | 1.106291106 | 1.186664633 | 1.096473278 | 0.873688206 | 1.032787995 | 0.821141146 | 0.89385577 | 1.038701186 | 1.420908461 | 1.017668315 | 1.266049052 | 0.890540424 | 0.838691959 | 1.260732559 | 1.064740503 | 1.072630444 | 0.78579278 | 0.866586288 | 0.844093898 | 0.725184868 | 1.007813269 | 1.193244458 | 1.080644473 | 0.979466327 | 0.869720533 | 1.331669629 | 1.320620313 | 0.925857111 | 0.840286998 | 1.023398303 | 0.937399171 | 1.185297626 | 1.012277651 | 0.953551694 | 1.033261099 | 0.748702861 | 1.062040987 | 1.118118333 | 1.116867971 | 0.973121359 | 1.335608235 | 0.87667147 | 1.049007973 | 1.04849507 | 1.175438114 | 1.044791233 | 1.065140751 | 0.994366348 | 1.173309469 | 0.961264267 | 0.841248719 | 1.078948826 | 0.8805312 | 1.115033653 | 0.885785014 | 0.78312926 | 0.97845187 | 0.970704373 | 1.282975553 | 0.933423785 | 1.109339416 | 1.005425102 | 0.894907242 | 0.799096511 | 0.851924937 | 1.084537914 | 0.811743922 | 1.205915509 | 0.751561099 | 0.805567965 | 1.050186245 | 1.158925721 | 0.888938583 | 0.927195931 | 0.840667395 | 1.153115768 | 1.143863062 | 1.109329727 | 1.167078307 | 0.956432434 | 0.952659276 | 1.07273072 | 0.947663304 | 0.9797416 | 0.842767502 | 0.935520025 | 0.814601035 | 0.761189367 | 0.972731907 | 1.066625404 | 1.257260254 | 1.092532487 | 1.206011693 | 1.057861988 | 0.88529975 | 1.079470545 | 0.728261632 | 1.006937974 | 0.975222209 | 1.039453223 | 0.986538356 | 0.956050937 | 1.206415905 | 0.960549666 | 0.964323233 | 1.097926821 | 1.452837731 | 1.331103913 | 0.62601551 | 0.84370235 | 1.127533301 | 1.000592003 | 1.103688574 | 0.978428624 | 0.884833199 | 1.020073317 | 1.088339994 | 1.157497063 | 0.913233116 | 0.856301035 | 0.998172784 | 0.865103248 | 0.985303211 | 1.189775147 | 0.951320458 | 0.960623009 | 0.831737304 | 0.946912987 | 0.797316124 | 1.015932197 | 1.388036345 | 1.136596353 | 0.811200456 | 0.980719972 | 0.753407974 | 0.75815101 | 1.071980202 | 0.723322236 | 1.117527386 | 1.095131607 | 0.811578174 | 0.758597253 | 0.942927928 | 0.899361506 | 1.254347694 | 0.924608951 | 0.991578871 | 1.357886441 | 0.893852631 | 1.082103099 | 0.818427086 | 1.07277376 | 0.926754843 | 0.828042879 | 1.029750801 | 1.110912271 | 0.895010268 | 0.907162326 | 0.647190183 | 0.977522984 | 1.04420126 | 0.946551967 | 0.969447824 | 0.779176099 | 0.727827857 | 1.067175247 | 0.876019074 | 0.741227284 | 0.679758896 | 0.860258473 | 1.158441585 | 1.369760146 | 1.094648144 | 0.700482797 | 0.725831679 | 0.920880938 | 1.133770857 | 1.049417727 | 1.052366401 | 0.878815752 | 0.929035962 | 1.143873314 | 0.865363969 | 0.805315517 | 1.085950527 | 1.084512014 | 0.756053191 | 1.039979119 | 0.846225826 | 0.930578864 | 1.232331144 | 0.866135025 | 0.674260305 | 0.800215596 | 0.869363453 | 1.047611217 | 1.075543071 | 1.21646466 | 1.195116679 | 0.795951281 | 0.998868302 | 0.813925302 | 1.040548871 | 1.01062395 | 0.980089037 | 1.044045597 | 0.850797417 | 1.146865884 | 0.860704265 | 1.135529289 | 1.004070296 | 1.055260341 | 0.943075322 | 1.01481606 | 1.042417362 | 0.744219565 | 1.066562574 | 1.081436868 | 0.818328441 | 0.63986052 | 1.294070653 | 1.13715993 | 1.125945088 | 1.199636747 | 1.225484393 | 1.088441134 | 1.176150444 | 0.950168139 | 1.004826725 | 0.830306751 | 0.857406685 | 0.988651682 | 1.074615759 | 0.834760149 | 1.070709676 | 0.85759394 | 0.696002874 | 0.923949411 | 1.080963715 | 0.981760227 | 1.172389259 | 1.342487621 | 0.841640043 | 1.023769326 | 0.667113502 | 1.04914851 | 1.171512749 | 1.020648355 | 1.067426474 | 0.729048273 | 0.721481313 | 1.163089077 | 0.882000189 | 0.747125784 | 1.148508879 | 1.200407655 | 0.757944661 | 0.743880406 | 1.130105835 | 0.96763715 | 0.828061378 | 1.209627618 | 1.118577886 | 0.7360507 | 1.211213306 | 1.012219479 | 0.806344032 | 1.07478938 | 0.995147533 | 0.95692403 | 1.08178489 | 0.930792731 | 0.691546395 | 0.874895516 | 0.808610259 | 1.287901998 | 0.729997766 | 0.900560367 | 0.97805915 | 1.098096157 | 0.972609644 | 0.962417349 | 0.887288203 | 0.930616542 | 1.054458614 | 0.928271896 | 1.26523989 | 0.963359207 | 1.033656063 | 0.754914438 | 0.996627573 | 1.046132842 | 0.918015258 | 1.022910681 | 0.944373066 | 0.981267077 | 0.938739673 | 0.760137417 | 1.225510325 | 0.983546524 | 1.154735196 | 0.733495909 | 1.299559934 | 0.880471877 | 0.916792401 | 0.75774651 | 0.923788602 | 1.428183761 | 0.800650261 | 0.902158786 | 1.153783249 | 0.799744545 | 0.975060428 | 1.008310627 | 0.951399815 | 1.060736068 | 0.841286564 | 1.271376049 | 0.940107694 | 0.832166038 | 0.96382252 | 1.041149125 | 1.022063302 | 0.962820469 | 0.980951119 | 1.03878538 | 0.976159393 | 0.795379438 | 1.046359639 | 0.951534074 | 1.171213466 | 0.990944719 | 0.888348742 | 0.597037366 | 1.199680117 | 0.794877132 | 1.052147748 | 1.435511316 | 0.970884595 | 1.114339861 | 1.104719897 | 1.007369795 | 1.025965161 | 1.266090442 | 0.843607763 | 0.878572676 | 0.911099635 | 1.057725803 | 1.022002783 | 1.16023213 | 0.824003476 | 0.982632811 | 0.935856596 | 0.936493089 | 1.172364628 | 1.051193758 | 1 |
1 | 1.024147013 | 1.022180516 | 1.019333826 | 1.01446537 | 1.005739992 | 0.994486155 | 0.992549325 | 1.009373067 | 1.027504492 | 1.036872919 | 1.030576033 | 1.026263963 | 1.019271327 | 1.012021742 | 1.004065833 | 0.997283143 | 0.990701269 | 0.984321674 | 0.988831444 | 1.000326567 | 1.009296361 | 1.010555237 | 1.006726368 | 1.005848051 | 1.007961926 | 1.013456679 | 1.01462987 | 1.008414789 | 0.99846974 | 0.995095607 | 1.002047695 | 1.011956044 | 1.014722942 | 1.00943497 | 1.001717206 | 1.00610106 | 1.023385834 | 1.041387984 | 1.042198913 | 1.026234985 | 1.013042468 | 1.007348036 | 1.009761533 | 1.009439804 | 1.012110413 | 1.013552169 | 1.016200996 | 1.016202357 | 1.016803481 | 1.017050216 | 1.021274438 | 1.025382772 | 1.028252453 | 1.022630158 | 1.017768151 | 1.011529851 | 1.006887123 | 1.000104494 | 1.000582355 | 1.008894142 | 1.018155228 | 1.018864075 | 1.010436002 | 1.003202171 | 0.997682694 | 0.995085314 | 0.991426576 | 0.997504538 | 1.007999591 | 1.017365681 | 1.019368473 | 1.018426985 | 1.017628098 | 1.010643652 | 1.002813076 | 0.996086789 | 0.995990176 | 0.995732251 | 0.997562905 | 1.003043572 | 1.009478503 | 1.012145586 | 1.008392517 | 1.004985977 | 1.00150033 | 0.998808842 | 0.995582816 | 0.995557608 | 0.998045428 | 1.00024924 | 0.999515996 | 0.996484376 | 0.994141339 | 0.992279712 | 0.991210823 | 0.990073641 | 0.993368637 | 0.997576482 | 1.000860506 | 0.99875911 | 0.995832834 | 0.994849461 | 1.001477974 | 1.008008125 | 1.014029723 | 1.015662586 | 1.019221534 | 1.015358676 | 1.003208664 | 0.990482098 | 0.985670199 | 0.989593239 | 0.992026126 | 0.996422517 | 1.000852844 | 1.005649015 | 1.005311308 | 1.002640637 | 1.000253994 | 0.995467611 | 0.98987316 | 0.986044297 | 0.994560966 | 1.005695061 | 1.014037059 | 1.010991016 | 1.007848942 | 1.001610934 | 0.989733854 | 0.976396357 | 0.969919429 | 0.974963718 | 0.979421452 | 0.983007102 | 0.984317331 | 0.986106738 | 0.989217518 | 0.994243903 | 0.998715253 | 0.999735708 | 0.997736329 | 0.996760046 | 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1.035006807 | 1.037592937 | 1.025548558 | 1.012854173 | 1.008517322 | 1.0132335 | 1.017400863 | 1.015240024 | 1.007617859 | 1.000883643 | 1.006233434 | 1.019219472 | 1.029628412 | 1.027868456 | 1.020041626 | 1.0146995 | 1.012228385 | 1.011766088 | 1.010088201 | 1.008449707 | 1.006043615 | 1.004514871 | 1.003792994 | 1.003180092 | 1.003789049 | 1.007232426 | 1.01056703 | 1.012331557 | 1.011349361 | 1.010830439 | 1.010439047 | 1.010694681 | 1.01079691 | 1.008754808 | 1.00512954 | 1.002053636 | 1.007154774 | 1.01627578 | 1.024460715 | 1.033785021 | 1.043326201 | 1.050173366 | 1.040231517 | 1.027394989 | 1.018110495 | 1.020560714 | 1.023507752 | 1.026131076 | 1.026751408 | 1.02779213 | 1.028709932 | 1.030565867 | 1.032049563 | 1.032769628 | 1.031568157 | 1.031132189 | 1.028666098 | 1.025582291 | 1.022263585 | 1.020869833 | 1.020125801 | 1.019686873 | 1.023881799 | 1.030067753 | 1.03466491 | 1.031662751 | 1.026750366 | 1.022257202 | 1.01717204 | 1.011876917 | 1.009350925 | 1.015583207 | 1.021615316 | 1.026433681 | 1.026212602 | 1.027656367 | 1.024164041 | 1.01707599 | 1.009164269 | 1.008262654 | 1.013069961 | 1.017185815 | 1.019677326 | 1.020652151 | 1.02204629 | 1.023343854 | 1.024911525 | 1.026050976 | 1.024177967 | 1.021357789 | 1.019056863 | 1.018336423 | 1.017786656 | 1.018167568 | 1.0222862 | 1.026387714 | 1.030495446 | 1.033364479 | 1.037068028 | 1.036441528 | 1.029781438 | 1.023604247 | 1.018245204 | 1.014854373 | 1.010653753 | 1.010757406 | 1.013413555 | 1.015755937 | 1.015933828 | 1.014820003 | 1.013692278 | 1.007004823 | 0.998255748 | 0.992336431 | 1.003773145 | 1.019080994 | 1.031090705 | 1.031837429 | 1.032000947 | 1.030353008 | 1.025127551 | 1.019063436 | 1.016805105 | 1.020652416 | 1.024479518 | 1.025627741 | 1.022797532 | 1.020642314 | 1.018566782 | 1.017435824 | 1.015882965 | 1.015307643 | 1.014953996 | 1.014913474 | 1.021405561 | 1.030979297 | 1.038376905 | 1.03298481 | 1.023618532 | 1.016334851 | 1.013748122 | 1.012087654 | 1.011770454 | 1.018087113 | 1.024055311 | 1.030880052 | 1.037364899 | 1.044855527 | 1.04744667 | 1.043299049 | 1.040061347 | 1.034459136 | 1.027778818 | 1.02055579 | 1.021505086 | 1.028118686 | 1.033536706 | 1.030623113 | 1.022395242 | 1.016470425 | 1.017586754 | 1.022784887 | 1.024836279 | 1.019272244 | 1.010292704 | 1.005753044 | 1.011281275 | 1.019037919 | 1.023832343 | 1.024447228 | 1.024261909 | 1.025228852 | 1.026413404 | 1.02839549 | 1.027747379 | 1.025414049 | 1.022513345 | 1.024594696 | 1.030305439 | 1.035628106 | 1.036900149 | 1.035433427 | 1.034333474 | 1.025442083 | 1.013651284 | 1.003743421 | 1.00526553 | 1.010017555 | 1.01326161 | 1.01409638 | 1.013919054 | 1.015763002 | 1.022695782 | 1.029809528 | 1.036321279 | 1.039782086 | 1.045089266 | 1.039184579 | 1.018642834 | 0.998902997 | 0.991505759 | 1.000696964 | 1.004921827 | 1.024274585 | 1.048342493 | 1.073090656 | 1.060977575 | 1.032860004 | 1.009110942 | 1.004795891 | 1.007533977 | 1.008905901 | 1.015380958 | 1.021480906 | 1.029160027 | 1.039553527 | 1.05143183 | 1.056433715 | 1.044112818 | 1.032947258 | 1.019460577 | 1.006922093 | 0.991752214 | 0.98971045 | 1.000177669 | 1.010079775 | 1.013140195 | 1.00997538 | 1.008009895 | 1.008550538 | 1.011435694 | 1.013644927 | 1.017289433 | 1.021155464 | 1.024378575 | 1.02219004 | 1.018496326 | 1.015998277 | 1.016099781 | 1.017218746 | 1.016757372 | 1.014576105 | 1.011054661 | 1.012107954 | 1.019522836 | 1.028071702 | 1.028947111 | 1.020112558 | 1.011794743 | 1.009246048 | 1.013507545 | 1.016292501 | 1.018092881 | 1.017628628 | 1.018246993 | 1.021002982 | 1.025924369 | 1.029201263 | 1.025513434 | 1.018658855 | 1.014190026 | 1.016000549 | 1.01976432 | 1.021910801 | 1.021384021 | 1.020496817 | 1.018311437 | 1.012114137 | 1.00602511 | 1.002324935 | 1.004088492 | 1.004677687 | 1.006958134 | 1.009178832 | 1.012069713 | 1.015137287 | 1.019747825 | 1.023390813 | 1.02855753 | 1.033152194 | 1.037896386 | 1.028911365 | 1.015798127 | 1.004923417 | 1.009685487 | 1.017351213 | 0 |
2 | 1.177298795 | 1.189831995 | 1.327256775 | 1.206746895 | 1.099294177 | 1.008406925 | 0.95651644 | 0.962503345 | 0.983429609 | 0.962339445 | 0.948197952 | 0.916780108 | 0.902409208 | 0.918036343 | 0.920619068 | 0.825066168 | 0.765457973 | 0.793918608 | 0.858895352 | 1.020491544 | 1.1281818 | 1.069643711 | 1.039917423 | 1.076147817 | 1.112964452 | 1.147781676 | 1.151989843 | 1.076149656 | 1.010928405 | 0.939964374 | 0.883951965 | 0.820110456 | 0.833262926 | 0.992524132 | 1.084700848 | 1.085757355 | 1.060462677 | 0.959337248 | 0.972755516 | 1.167705574 | 1.208811684 | 1.029789092 | 1.016803385 | 1.219351901 | 1.243048493 | 1.053648596 | 0.973441702 | 0.982283924 | 0.988899924 | 1.003496523 | 0.972425141 | 0.882526128 | 0.864415182 | 0.906003638 | 0.904457669 | 0.862727257 | 0.907018326 | 1.03563446 | 1.001087493 | 0.834247787 | 0.736762023 | 0.649175124 | 0.746701004 | 0.989850413 | 1.062231671 | 1.048099348 | 1.012419183 | 0.945046847 | 0.969353156 | 1.041325896 | 1.108867188 | 1.184336466 | 1.149246345 | 1.054989711 | 1.029842735 | 1.027468336 | 1.107876292 | 1.22563902 | 1.127961787 | 0.94548305 | 0.94194129 | 0.993344008 | 1.01055257 | 1.020939572 | 1.035842778 | 1.044678548 | 0.946562068 | 0.828772202 | 0.946609972 | 1.116075785 | 1.139105398 | 1.117092165 | 0.959720758 | 0.800024539 | 0.980472955 | 1.179004184 | 0.940251546 | 0.674100148 | 0.814168515 | 0.99678572 | 1.028475265 | 1.034456822 | 1.016668381 | 0.993031315 | 0.961643654 | 0.940553894 | 0.977246083 | 1.024117851 | 1.102841085 | 1.163979378 | 1.156808545 | 1.125955532 | 1.018113717 | 0.943734156 | 1.008772885 | 1.040213531 | 0.916093713 | 0.88962769 | 1.226572005 | 1.387074679 | 1.007302696 | 0.779802518 | 0.973819731 | 1.07424625 | 0.92050184 | 0.880413253 | 1.131934119 | 1.226737322 | 0.985370397 | 0.878140761 | 1.019664097 | 1.110766508 | 1.14342933 | 1.136798084 | 1.061239813 | 0.994652238 | 0.913381085 | 0.911081672 | 1.041243353 | 1.068419391 | 0.954522565 | 0.944384136 | 1.071291133 | 1.114681798 | 1.076766833 | 1.037122437 | 0.979258014 | 0.953893075 | 0.958385796 | 0.967659247 | 0.994440441 | 0.948511283 | 0.816652887 | 0.826015717 | 0.964311658 | 0.984874773 | 0.917720916 | 0.942362892 | 1.039142721 | 1.082386853 | 1.103555587 | 1.077868501 | 1.015237469 | 0.936490633 | 0.829153191 | 0.854018204 | 0.96326503 | 0.96689074 | 0.921171345 | 0.872321704 | 0.811863362 | 0.818212742 | 0.858400275 | 0.953781735 | 1.085049688 | 0.995651839 | 0.812196032 | 0.834580686 | 0.93031609 | 0.961597785 | 0.978814282 | 1.004896942 | 1.028598481 | 0.924900404 | 0.785449791 | 0.811553922 | 0.885554825 | 0.969300275 | 1.050883266 | 0.984408822 | 0.887984223 | 0.878109218 | 0.881747018 | 0.843485923 | 0.812797055 | 0.912895168 | 1.019481263 | 0.970002763 | 0.918284589 | 1.028374755 | 1.139471415 | 1.107238975 | 1.060150486 | 1.026021977 | 1.024129739 | 1.197199092 | 1.32218494 | 1.137970352 | 0.95848416 | 0.895628731 | 0.87594783 | 0.989625971 | 1.069435654 | 0.991325868 | 0.947553437 | 1.054790403 | 1.123607183 | 1.061120407 | 0.996942883 | 0.92229711 | 0.887311015 | 0.954461056 | 1.000179802 | 1.004558115 | 0.967105218 | 0.806158138 | 0.741830141 | 0.870872643 | 0.976355949 | 1.063691013 | 1.110996586 | 1.085439339 | 1.111361031 | 1.246790689 | 1.249273662 | 1.010389834 | 0.964398275 | 1.207364986 | 1.291655619 | 1.177501669 | 1.150861213 | 1.238396637 | 1.19382807 | 0.966507802 | 0.880827731 | 0.925099801 | 1.009101014 | 1.185991609 | 1.17074804 | 0.955483364 | 0.856856952 | 0.827191137 | 0.871558457 | 1.007848423 | 0.992822952 | 0.847834375 | 0.848095558 | 0.954860413 | 1.004326048 | 1.033753936 | 0.958743947 | 0.789511182 | 0.837640865 | 1.031038227 | 1.019001646 | 0.892208158 | 0.841624184 | 0.815747292 | 0.83101433 | 0.871557371 | 0.945851988 | 1.046851325 | 1.004116374 | 0.893194246 | 0.879528792 | 0.901370237 | 0.998341446 | 1.130453229 | 1.075798043 | 0.954563573 | 0.938217611 | 0.948366361 | 0.913343288 | 0.867112289 | 0.879143937 | 0.906982879 | 0.918842323 | 0.936452842 | 1.060149666 | 1.197595685 | 1.15831578 | 1.076794937 | 0.980685995 | 0.889509414 | 0.906216346 | 0.943174757 | 0.980148474 | 1.003688513 | 0.910764295 | 0.84934686 | 1.110775495 | 1.362378035 | 1.318460965 | 1.241691314 | 1.188485141 | 1.127453169 | 1.010909057 | 0.920221862 | 0.951901666 | 0.993439386 | 1.038038797 | 1.072054082 | 1.068348756 | 1.08251179 | 1.185227695 | 1.228980946 | 1.075852424 | 0.958045089 | 0.941602062 | 0.945467624 | 1.002221062 | 1.022526985 | 0.94477487 | 0.913548563 | 0.989768221 | 1.055000199 | 1.12155413 | 1.125386877 | 0.99133153 | 0.940585119 | 1.043571574 | 1.075479063 | 0.987186803 | 0.959768939 | 1.033439631 | 1.031731635 | 0.909915413 | 0.858291206 | 0.885899252 | 0.937438488 | 1.05079598 | 1.061183331 | 0.938036451 | 0.920981753 | 1.020429079 | 1.065772572 | 1.07636091 | 1.034316444 | 0.920465501 | 0.891763455 | 0.93947793 | 0.916359347 | 0.826234085 | 0.814458731 | 0.861743522 | 0.902991736 | 0.953742815 | 0.974183137 | 0.975993996 | 0.973089258 | 0.962184276 | 0.969377701 | 0.986351367 | 1.062610657 | 1.190391294 | 1.102158046 | 0.878429407 | 0.986642645 | 1.275284573 | 1.232347778 | 1.035593007 | 0.974098142 | 0.955075144 | 0.931727907 | 0.908313406 | 0.932244504 | 0.979059308 | 1.067858492 | 1.181023941 | 1.276177645 | 1.36093127 | 1.193806018 | 0.9503256 | 0.977806483 | 1.074444938 | 1.078181254 | 1.060204926 | 1.018981776 | 0.965107431 | 0.858556444 | 0.763764851 | 0.931608411 | 1.137982413 | 1.168049537 | 1.159437543 | 1.090175226 | 1.014580104 | 0.98068718 | 0.968681889 | 1.056218816 | 1.147916987 | 1.186325459 | 1.20432023 | 1.151668386 | 1.098543933 | 1.079805998 | 1.063061038 | 1.035957128 | 1.016850419 | 1.032341317 | 1.038458477 | 0.991177837 | 0.978328979 | 1.106582345 | 1.183591569 | 1.086635974 | 0.99647085 | 0.916556776 | 0.900677008 | 1.062945862 | 1.169206105 | 1.144865129 | 1.12263819 | 1.102797737 | 1.09636974 | 1.110782841 | 1.157157712 | 1.301881446 | 1.327778697 | 1.127452645 | 0.998913886 | 0.95873083 | 0.935893123 | 0.93982081 | 0.949575369 | 0.978889094 | 0.977566352 | 0.929285381 | 0.909152786 | 0.913596415 | 0.946990534 | 1.023438251 | 1.106592268 | 1.226508537 | 1.271272157 | 1.245715697 | 1.196705926 | 1.095784664 | 1.108461069 | 1.241023198 | 1.232500877 | 1.097991516 | 1.066091374 | 1.109531416 | 1.115692554 | 1.104943786 | 1.025325399 | 0.871926355 | 0.903947786 | 1.073596334 | 1.046512608 | 0.893497852 | 0.928124977 | 1.076235959 | 1.1097592 | 1.093256098 | 1.001602965 | 0.852456384 | 0.926457396 | 1.116405627 | 1.111172618 | 1.025157986 | 0.97188435 | 0.922562655 | 0.943300832 | 0.996399484 | 1.07524574 | 1.170018878 | 1.144735678 | 1.077739092 | 0.994201237 | 0.904748399 | 0.919544751 | 0.94973767 | 0.712806796 | 0.405191091 | 0.226010095 | 0.067427961 | -0.122835549 | -0.316022764 | -0.456809798 | -0.574994971 | -0.591040814 | -0.588604155 | -0.616738476 | -0.661777331 | -0.818200049 | -0.940651796 | -0.720068211 | -0.514789334 | -0.686185281 | -0.875515564 | -0.922802143 | -0.950226628 | -0.981000178 | -0.971289295 | -0.794874146 | -0.61869951 | -0.500820794 | -0.378617914 | -0.236483792 | -0.03941914 | 0.374429366 | 0.730286473 | 0.935462624 | 1.056282354 | 0.951579434 | 0.904361612 | 1.025244131 | 1.107567859 | 1.092408517 | 1.060852247 | 0.97338335 | 0.93590991 | 1.00021766 | 1.038152425 | 1.023698459 | 1.03260945 | 1.094415046 | 1.109232239 | 1.039836971 | 0.996859444 | 0.982091924 | 0.979347173 | 1.00083433 | 0.976550014 | 0.865643021 | 0.867698275 | 1.030910514 | 1.076261973 | 0.977348582 | 1.013024132 | 1.228146456 | 1.239855843 | 1.027861233 | 0.933554883 | 0.920133129 | 0.95545646 | 1.064518912 | 1.023009799 | 0.826718834 | 0.837188255 | 1.022216046 | 1.099368309 | 1.12586226 | 1.037991631 | 0.834969306 | 0.785277125 | 0.822300111 | 0.880750825 | 0.969892382 | 1.044384545 | 1.123483169 | 1.178333451 | 1.226433503 | 1.233882329 | 1.218655772 | 1.18028532 | 1.122149254 | 1.031699661 | 0.916492864 | 1.012178049 | 1.202844828 | 1.10085204 | 0.885549913 | 0.950062828 | 1.112010015 | 1.13697955 | 1.126826966 | 1.192633801 | 1.274019937 | 1.169716619 | 1.008887823 | 0.916640966 | 0.845874749 | 0.912075939 | 1.009583314 | 1.01514208 | 1.002226178 | 0.99338232 | 0.987378066 | 1.012220937 | 1.038918497 | 1.02909787 | 1.018262048 | 1.047599232 | 1.083566364 | 1.136796981 | 1.151062817 | 0.908380659 | 0.692842882 | 0.789615435 | 0.915948855 | 1.030367654 | 1.096022156 | 0.941518316 | 0.827683129 | 0.963731503 | 1.064058708 | 0.960582999 | 0.883751471 | 0.943771209 | 0.975151305 | 0.879203705 | 0.839400206 | 0.987668514 | 1.09025669 | 1.068347027 | 1.040115759 | 0.992227723 | 0.980653929 | 1.05991477 | 1.104734639 | 1.083160293 | 1.056416986 | 1.010768895 | 0.988348344 | 1.010911258 | 0.998934628 | 0.911636478 | 0.90261672 | 1.034869034 | 1.076471607 | 0.986916262 | 0.941013015 | 0.937921997 | 0.966429454 | 1.058096338 | 1.070406643 | 0.985522466 | 0.928642265 | 0.878804118 | 0.888682097 | 0.97150942 | 1.039639457 | 1.128047882 | 1.069777817 | 0.843956279 | 0.764565117 | 0.788656764 | 0.817569781 | 0.862086556 | 0.936808753 | 1.052329815 | 1.16523796 | 1.30904428 | 1.260781943 | 1.063782499 | 0.992726572 | 0.980950421 | 0.95368325 | 0.917067583 | 0.908296254 | 0.913709974 | 1.02831247 | 1.222391159 | 1.187704237 | 1.039132699 | 0.943626657 | 0.853468812 | 0.86927303 | 0.93498431 | 0.996589405 | 1.062617215 | 0.956130333 | 0.78521856 | 0.88826172 | 1.084853246 | 1.125906218 | 1.118593 | 0.981886129 | 0.805994595 | 0.805589775 | 0.857103578 | 0.978624668 | 1.110751087 | 1.056027851 | 0.962134572 | 0.922656121 | 0.908932994 | 1.053252454 | 1.208266254 | 1.168550489 | 1.097357122 | 1.047862377 | 1.002848796 | 0.971597139 | 0.952749734 | 0.992017897 | 1.035427672 | 1.064025141 | 1.073437577 | 0.993066586 | 0.922057711 | 0.933724948 | 0.930219076 | 0.813369518 | 0.748769651 | 0.916895301 | 1.045816417 | 0.991256574 | 0.955115166 | 1.008377211 | 1.05826897 | 1.095127147 | 1.122596511 | 1.138050644 | 1.128865113 | 1.059105433 | 0.969874007 | 0.792413803 | 0.734535185 | 0.953273832 | 1.056028831 | 0.921216625 | 0.886709498 | 1.054838765 | 1.116500645 | 0.988860511 | 0.95476251 | 1.084533864 | 1.084904606 | 0.868079887 | 0.781730792 | 0.858600349 | 0.920125234 | 0.993554752 | 1.001886892 | 0.927496699 | 0.865629643 | 0.787474363 | 0.788031728 | 0.873627655 | 0.969634561 | 1.112749038 | 1.158914589 | 1.122044455 | 1.073967289 | 0.994301309 | 0.938618795 | 0.883344629 | 0.903780039 | 0.992553959 | 1.052960827 | 1.11522335 | 1.031675581 | 0.816514418 | 0.857691498 | 1.070338149 | 1.151693385 | 1.180104562 | 1.118637809 | 0.98822546 | 0.929762182 | 0.894717495 | 0.933807232 | 1.017710617 | 1.054307348 | 1.075943393 | 1.077661605 | 1.06858182 | 1.060418639 | 1.050127224 | 1.044640751 | 1.037619486 | 0.981651082 | 0.911202881 | 1.021871943 | 1.192099229 | 1.238946183 | 1.247703305 | 1.155037188 | 1.032431835 | 1.004560945 | 0.998573738 | 1.004750964 | 1.01204806 | 0.982661067 | 0.956109546 | 1.039592819 | 1.123232089 | 1.013477923 | 0.89896339 | 1.02484893 | 1.157093114 | 1.070952136 | 0.969006081 | 0.962998828 | 0.970306862 | 0.98773308 | 1.000683697 | 0.978868287 | 0.976531993 | 1.088529308 | 1.183643352 | 1.183877584 | 1.15955061 | 1.068315031 | 0.990692042 | 0.963418448 | 0.961283957 | 1.045367306 | 1.084337019 | 0.982093045 | 0.892984133 | 0.840424227 | 0.797034634 | 0.757864036 | 0.751568933 | 0.821375459 | 0.90374624 | 1.044689834 | 1.125554519 | 1.107252111 | 1.059500436 | 0.938416171 | 0.840791863 | 0.741680003 | 0.759253824 | 1.002862319 | 1.108659406 | 1.029658261 | 0.976588431 | 0.94255037 | 0.901801805 | 0.836005036 | 0.823127324 | 0.878603631 | 0.903525223 | 0.894722455 | 0.967628821 | 1.171066362 | 1.153398035 | 0.884782809 | 0.836873472 | 0.991513644 | 1.018331089 | 0.942964483 | 0.949258088 | 1.030273983 | 1.006826073 | 0.898032035 | 0.822689698 | 0.748095252 | 0.75875593 | 0.832899117 | 0.962976267 | 1.170227247 | 1.080798136 | 0.788437913 | 0.769488706 | 0.89342247 | 0.926040512 | 0.92455277 | 0.982407344 | 1.07672897 | 1.099647471 | 1.09354783 | 1.049691075 | 0.982758551 | 0.981061184 | 1.004843405 | 1.013410033 | 1.019628996 | 1.020313366 | 1.02179479 | 1.064460651 | 1.120135472 | 1.084366882 | 1.023037672 | 1.008928257 | 1.006605919 | 1.003233609 | 0.989381115 | 0.831000777 | 0.657604903 | 0.737805328 | 0.870394882 | 0.942183176 | 1.003632387 | 1.032934472 | 1.056658889 | 1.080578805 | 1.097890649 | 1.067953406 | 1.035537986 | 1.030443918 | 1.021325702 | 0.960589293 | 0.907233896 | 0.906496268 | 0.929409652 | 1.043728469 | 1.116775487 | 0.971163811 | 0.855627564 | 0.910936004 | 0.966796199 | 0.989708186 | 0.982195722 | 0.856973324 | 0.801562103 | 0.974590312 | 1.099002192 | 1.079660858 | 1.055882217 | 1.0277163 | 0.988847774 | 0.896455589 | 0.872365286 | 1.009914519 | 1.076423434 | 0.999430753 | 0.936288698 | 0.870473136 | 0.858807597 | 0.934131767 | 1.035000113 | 1.224809284 | 1.278887012 | 1.120226217 | 1.009297195 | 0.912873229 | 0.917832783 | 1.071996924 | 1.148476819 | 1.146316546 | 1.163372288 | 1.210137567 | 1.165233932 | 0.99116386 | 0.917395451 | 0.913878483 | 1.007742502 | 1.243545024 | 1.255656913 | 1.058961891 | 0.978684211 | 0.965293402 | 0.939609773 | 0.896496277 | 0.924785901 | 1.012676974 | 1.028417554 | 0.989656853 | 1.094480227 | 1.315541398 | 1.292479593 | 1.111973472 | 1.064078394 | 1.072068791 | 1.006480463 | 0.890510322 | 0.936342525 | 1.066555771 | 1.066617099 | 1.007257194 | 0.970244649 | 0.931132289 | 0.934923972 | 0.952971839 | 0.973825928 | 0.994068955 | 0.997018995 | 0.986957476 | 0.933674228 | 0.864343547 | 0.962317778 | 1.105100291 | 1.135586016 | 1.129773865 | 1.089297501 | 1.038076525 | 1.105031213 | 1.181414637 | 1.116354018 | 1.015933514 | 0.967974884 | 0.924663499 | 0.926266896 | 0.943776044 | 1.106324474 | 1.242908756 | 1.114946571 | 0.954954843 | 0.958156946 | 0.953831965 | 0.913455956 | 0.877881667 | 1.117244372 | 1 |
3 | 1.016975745 | 0.996286826 | 0.942826465 | 0.993312398 | 0.988427685 | 1.002230081 | 0.846146506 | 1.037384401 | 1.117178878 | 1.217263841 | 0.92022389 | 0.98096819 | 1.148767328 | 0.984539856 | 1.042863919 | 0.869709364 | 0.909374207 | 0.956406735 | 0.892171091 | 0.936535704 | 0.856304068 | 0.778796236 | 1.062225273 | 0.984650999 | 0.949352239 | 0.857377343 | 0.846035198 | 0.89893818 | 1.03941261 | 0.822737563 | 0.98866974 | 0.924030538 | 1.010074428 | 0.804318957 | 1.048765695 | 0.928256892 | 0.982868665 | 0.813406545 | 0.853611717 | 1.025030856 | 1.029908837 | 1.011300925 | 1.032766926 | 1.031122431 | 1.074413937 | 1.025645258 | 1.140881777 | 1.03986947 | 0.878116308 | 0.873581947 | 1.058389788 | 1.113357886 | 1.176715826 | 0.886658811 | 0.953591158 | 1.022801169 | 1.150207936 | 0.98431642 | 1.106251152 | 1.055854479 | 0.939719085 | 0.874028368 | 0.97139981 | 0.932226608 | 1.071848483 | 0.969959914 | 0.918983766 | 1.048398772 | 1.041118493 | 1.244545857 | 0.97243266 | 1.083290485 | 1.022852431 | 1.207487031 | 1.096686357 | 0.954480476 | 1.012878656 | 0.891484459 | 1.224705992 | 0.990307917 | 0.977611481 | 1.066761013 | 0.904731424 | 1.09380907 | 0.996173472 | 0.95119504 | 1.042503532 | 1.115300786 | 0.951856994 | 1.188117038 | 0.915035732 | 0.923486099 | 0.810680982 | 0.895788114 | 1.031597707 | 1.088924161 | 0.919876261 | 0.921607241 | 0.811365537 | 1.020125779 | 1.126456312 | 0.924655463 | 1.008190822 | 1.016882818 | 0.866879855 | 0.990431121 | 0.90551528 | 1.054539317 | 0.857466151 | 0.90363757 | 0.790163876 | 1.242933805 | 0.960821011 | 1.012582968 | 0.936986503 | 0.835869754 | 1.049529799 | 0.963099187 | 0.920704284 | 0.795044814 | 1.078258302 | 0.874057564 | 1.06682677 | 0.94721968 | 1.129768126 | 0.936279169 | 0.930720591 | 1.039332752 | 1.143007143 | 0.9724585 | 1.02851834 | 1.052739514 | 1.012199795 | 0.935664124 | 0.928497403 | 1.001260067 | 0.961729241 | 1.096597027 | 0.929238321 | 0.929755279 | 1.124680504 | 1.028391857 | 1.056191463 | 1.043195037 | 0.997201039 | 0.881181359 | 1.040003946 | 0.899486672 | 1.099007884 | 0.99406168 | 0.890587047 | 1.190407115 | 1.209787408 | 1.000839543 | 1.10005463 | 1.098184465 | 0.981625104 | 1.039281671 | 1.120358237 | 1.014410576 | 1.019189371 | 0.975021946 | 0.837814174 | 0.799502036 | 0.918619122 | 0.953018616 | 0.972413111 | 1.180790996 | 0.9807191 | 0.976418759 | 1.083864257 | 1.06304272 | 1.000802959 | 0.984888676 | 1.052029831 | 0.915270217 | 0.962288916 | 0.846381445 | 0.760137876 | 0.870609271 | 1.162098595 | 1.077853214 | 0.917610087 | 1.104488795 | 0.884781223 | 1.132264984 | 1.0261729 | 1.121746931 | 0.895235112 | 0.923815267 | 0.881775434 | 1.014243013 | 0.944373362 | 0.981978229 | 0.729930424 | 0.946278218 | 1.007239382 | 0.97337634 | 1.002425003 | 0.952924225 | 0.930982763 | 1.039073155 | 0.958495013 | 1.027826266 | 1.117000279 | 0.945923215 | 1.14434079 | 1.017213966 | 1.164463522 | 1.138359169 | 1.0707925 | 0.841441381 | 0.937391506 | 1.035423412 | 0.990509166 | 0.998055146 | 0.917123066 | 0.952292883 | 0.746698516 | 1.123048761 | 1.005630801 | 0.791060522 | 1.052408078 | 1.004423458 | 1.14387262 | 1.065798994 | 1.137813656 | 1.010254994 | 1.056740516 | 1.144961569 | 1.008849135 | 1.06727708 | 1.020945259 | 1.056555838 | 1.234712412 | 0.929070255 | 0.914803961 | 0.728089777 | 0.903142329 | 0.91327914 | 1.106254511 | 1.009229541 | 0.850497288 | 0.987440822 | 1.001832923 | 0.888483131 | 0.96044464 | 0.680728608 | 0.997550634 | 0.977418272 | 0.984618071 | 0.914050601 | 1.093801193 | 0.945079161 | 1.029774484 | 1.232563928 | 0.945306909 | 0.800439171 | 1.031348941 | 0.982045274 | 0.96088759 | 1.029410895 | 1.049033001 | 0.903498533 | 1.152173802 | 0.947077528 | 1.064461798 | 0.917440591 | 1.014880622 | 0.940933444 | 0.846678022 | 0.91651957 | 0.910334734 | 1.170525119 | 1.21300147 | 1.135634122 | 0.897390801 | 0.951013261 | 0.986755019 | 1.041037367 | 1.10731439 | 0.843954693 | 1.055803387 | 1.1406459 | 0.826458732 | 1.100826758 | 1.217107684 | 1.132301408 | 1.113101789 | 1.077670222 | 1.152367661 | 1.119363668 | 1.03951862 | 0.996396113 | 1.004657201 | 0.955314515 | 1.120154761 | 0.816933633 | 0.957595158 | 0.857662874 | 1.117646583 | 0.886267967 | 0.978610828 | 0.948076426 | 0.984067714 | 1.011983334 | 0.971401422 | 0.915861053 | 0.790524183 | 1.019745255 | 0.809138702 | 0.970005024 | 1.116925339 | 0.97463128 | 0.93107858 | 1.010525989 | 1.001950463 | 0.954944845 | 1.080874057 | 0.982478039 | 1.058466599 | 0.988493135 | 0.938488654 | 0.905452362 | 0.900410859 | 1.041222876 | 0.954342717 | 0.854602337 | 0.896562812 | 1.018771285 | 1.054440958 | 0.903188482 | 1.012918414 | 1.026847294 | 1.119876396 | 1.160154232 | 1.005567473 | 1.071714002 | 0.90761151 | 1.021703317 | 1.170772407 | 0.950404874 | 1.044987971 | 0.990469116 | 1.148930446 | 0.904307466 | 0.901315292 | 0.994429674 | 1.093704928 | 0.955525845 | 1.005790996 | 0.971968731 | 1.154994432 | 1.00070594 | 1.122648272 | 1.05458071 | 0.996139934 | 1.027605742 | 0.899522484 | 0.948330083 | 0.953407081 | 1.105723016 | 1.000076757 | 1.049690471 | 0.988808424 | 1.087315964 | 1.043587016 | 1.098955218 | 1.019267567 | 0.961832457 | 0.825910412 | 0.980867857 | 0.859703069 | 0.848395215 | 0.91470244 | 0.877983742 | 0.957374058 | 1.050557903 | 0.953672854 | 1.119568472 | 0.918520442 | 1.12235798 | 0.882095531 | 1.00793065 | 0.980646801 | 0.987142636 | 1.035774517 | 0.990425171 | 1.073003133 | 1.023877121 | 0.855480219 | 1.080816157 | 1.122781491 | 0.995598708 | 0.96258037 | 1.086114201 | 0.78542282 | 0.878399673 | 0.842873655 | 0.849430436 | 0.989222746 | 0.949764609 | 0.78273184 | 1.006351547 | 0.918107061 | 0.953879562 | 0.868562989 | 1.033637683 | 0.971611518 | 0.928411615 | 1.029676889 | 0.936204412 | 0.991849553 | 0.861761424 | 1.19408487 | 0.852707272 | 1.023420062 | 0.919595757 | 0.980688462 | 1.051163996 | 1.171997013 | 0.835473558 | 1.07104134 | 1.095271569 | 0.981712201 | 1.087660054 | 0.903404426 | 0.983039204 | 1.090607038 | 1.095118361 | 1.095775596 | 0.916121429 | 0.904261196 | 0.964151568 | 0.945694748 | 1.076604485 | 0.963327658 | 0.843809301 | 1.065558953 | 0.960501442 | 1.186341728 | 1.153711853 | 1.261777082 | 1.16532225 | 1.05489415 | 1.119592451 | 0.988924613 | 1.036226444 | 1.130756462 | 0.933332008 | 1.02859377 | 1.220158917 | 1.171569046 | 1.002710557 | 1.035626425 | 1.095222942 | 1.065104709 | 1.002235237 | 1.064362595 | 1.047973554 | 1.229150082 | 1.100249935 | 1.12410543 | 1.128540647 | 1.168071932 | 1.107533644 | 1.111087169 | 1.054082891 | 1.153357458 | 1.204835198 | 1.172793312 | 1.275719369 | 1.037719239 | 1.237616733 | 1.169978311 | 1.245288207 | 1.172862075 | 1.131048734 | 1.140183874 | 1.199968013 | 1.126723788 | 1.032055666 | 1.272366259 | 1.074867887 | 1.167087141 | 1.165443223 | 1.065317664 | 1.064890682 | 1.368205292 | 1.076086288 | 1.122408541 | 1.092250811 | 0.261228203 | -0.219495749 | -0.317738771 | -0.465882468 | -0.653920289 | -0.564165497 | -0.711605523 | -0.805208092 | -0.768032936 | -0.769604391 | -0.873225348 | -0.636822953 | -0.619781867 | -0.539666183 | -0.40615717 | -0.334144121 | 0.501031804 | 1.049295081 | 1.19901827 | 1.210624507 | 1.017551431 | 1.090076791 | 1.160683418 | 1.229265537 | 1.238611741 | 1.030405262 | 1.138140402 | 1.215543757 | 1.27470929 | 1.102570788 | 1.160613517 | 1.127566959 | 1.113521852 | 1.17573683 | 1.424112097 | 1.164285648 | 1.104533989 | 1.287250864 | 1.110459913 | 1.058990321 | 1.125143831 | 1.224015558 | 1.012918459 | 1.114487795 | 1.119986992 | 1.152464371 | 1.040961491 | 0.998829388 | 1.199487144 | 0.997149291 | 1.193445047 | 1.170623064 | 1.142096907 | 0.984901121 | 1.059291807 | 1.096266632 | 1.120169396 | 1.069617608 | 1.026660129 | 1.22624819 | 1.153174553 | 1.116904443 | 1.048444264 | 0.963126356 | 1.074662633 | 1.080337819 | 1.032843209 | 1.128357628 | 1.178580323 | 0.969367956 | 1.046478702 | 1.139348611 | 0.97924132 | 1.032930325 | 1.01702425 | 0.855743187 | 0.965225101 | 1.017656974 | 1.023277104 | 1.015792088 | 0.815675194 | 0.894801275 | 1.066977296 | 1.134609119 | 0.949427331 | 0.870554644 | 1.044506595 | 0.944367471 | 1.041220476 | 1.026216179 | 0.931171464 | 0.987861456 | 0.928747141 | 0.854091416 | 0.961628199 | 1.059018758 | 1.057969532 | 1.014645689 | 0.882279269 | 0.92227518 | 0.878346169 | 0.942058971 | 0.806288835 | 0.897713077 | 1.12724745 | 1.079207139 | 0.905923074 | 0.914951011 | 0.949741172 | 0.979333956 | 0.885861605 | 0.880855137 | 0.901418777 | 0.868287391 | 1.087053542 | 0.988309827 | 0.99135836 | 0.898427822 | 1.123314904 | 0.951512866 | 1.076917705 | 0.931642089 | 0.875674843 | 0.986193356 | 0.875347882 | 0.906457863 | 0.858935455 | 1.020363896 | 1.173182361 | 0.976770865 | 0.984426119 | 0.854585943 | 0.910513725 | 0.951684898 | 0.96236743 | 0.777919898 | 1.06757513 | 0.902518404 | 0.837525879 | 1.07940984 | 1.085311577 | 1.097676246 | 1.0010127 | 1.138163551 | 0.949320437 | 0.91794229 | 0.994850471 | 0.974127102 | 0.833946194 | 0.829843224 | 0.964454958 | 0.991105955 | 1.115821126 | 0.879331469 | 0.954697789 | 1.018566087 | 1.087995307 | 0.867775327 | 0.978952378 | 1.014342036 | 1.011974385 | 1.002072207 | 0.947778915 | 0.999462062 | 0.880512987 | 1.00204156 | 0.852639256 | 0.97067887 | 1.140119926 | 1.025892926 | 1.066097168 | 0.899282478 | 1.077640873 | 1.122885993 | 1.221254028 | 1.024609133 | 1.094843595 | 1.022507028 | 1.045461625 | 1.081750692 | 0.9315042 | 1.02484751 | 1.033065178 | 1.113090953 | 1.104973282 | 1.068836493 | 1.052024376 | 1.005776776 | 0.962997284 | 0.918401976 | 1.046792001 | 1.115136806 | 1.022333821 | 0.910329574 | 1.126580359 | 1.029086407 | 0.942156678 | 1.025133795 | 0.856805552 | 0.899852635 | 0.921058243 | 0.905109884 | 0.976485118 | 0.884804707 | 1.041004744 | 0.959079808 | 1.034137001 | 0.96406906 | 1.057291775 | 0.954576875 | 0.988510373 | 1.141366451 | 1.025345535 | 0.783574214 | 0.789093847 | 0.903261236 | 0.96225064 | 0.909019245 | 0.757738304 | 0.880449607 | 0.899529314 | 0.914216574 | 0.916862266 | 1.088992535 | 1.094386043 | 1.04197192 | 1.06337791 | 0.883129368 | 0.86442536 | 0.992470123 | 1.124777576 | 0.927125558 | 0.848933965 | 0.915470548 | 1.099013915 | 1.030097566 | 0.859762679 | 0.870601994 | 1.31862455 | 1.157466788 | 1.048291681 | 1.002945176 | 0.94956333 | 1.096533619 | 0.910784807 | 0.940935831 | 1.109652778 | 0.990984435 | 1.073022399 | 1.127352552 | 0.873123895 | 1.064112007 | 0.992194166 | 0.845938976 | 0.963712977 | 1.109468332 | 0.910951318 | 0.964137112 | 1.045131284 | 1.056223594 | 1.086740203 | 1.039450021 | 0.898078371 | 1.081826453 | 0.969266548 | 0.916059906 | 1.030358424 | 1.158926392 | 1.116762026 | 0.734650216 | 0.878518168 | 1.04028317 | 0.907389596 | 0.960527465 | 1.027711357 | 0.979575736 | 1.080180631 | 0.89932034 | 1.114568748 | 1.125302767 | 0.790533162 | 1.042871594 | 1.000435598 | 0.961050703 | 0.951530428 | 0.95205844 | 1.038192733 | 1.105168733 | 0.911126902 | 0.788712928 | 1.114416325 | 1.013140031 | 1.087351559 | 0.99723698 | 0.823036385 | 1.01313805 | 1.119985365 | 1.050281885 | 0.876287052 | 0.939332259 | 0.991767103 | 1.013363132 | 0.999687082 | 1.049054581 | 0.879910568 | 0.907894445 | 0.992049851 | 1.075489096 | 0.962434665 | 1.044147854 | 0.990112121 | 1.000304226 | 0.911933157 | 0.940700414 | 0.998646072 | 1.099262849 | 0.991701106 | 1.107391072 | 0.932759245 | 1.047844108 | 0.960712797 | 0.944021237 | 1.064418555 | 1.106718492 | 1.122588761 | 1.065164822 | 1.169282878 | 0.866103169 | 1.063679636 | 1.073523963 | 0.873252494 | 0.924185599 | 0.817918249 | 1.109068917 | 0.991737021 | 0.890080421 | 0.967307044 | 0.963420974 | 0.94974647 | 0.986848927 | 0.961624089 | 0.927058779 | 1.120929408 | 0.980105161 | 0.960510104 | 1.055968015 | 0.779330141 | 1.007934998 | 0.904379312 | 1.038519413 | 1.203250825 | 0.814044838 | 0.996518536 | 1.140997503 | 1.171031804 | 1.023872094 | 0.817425798 | 0.99532908 | 0.916551295 | 1.008811189 | 0.902871745 | 1.063816816 | 0.763489424 | 0.928667747 | 1.12441031 | 1.05176807 | 1.177743262 | 0.918229599 | 0.921522584 | 0.910046671 | 1.101698683 | 0.959587707 | 0.994960782 | 1.039193225 | 1.081450905 | 1.013886942 | 0.940105198 | 0.983238401 | 0.94376864 | 0.962319744 | 1.080637025 | 1.01959705 | 1.01197623 | 1.044105364 | 0.896373093 | 0.813509386 | 0.966523096 | 1.054569208 | 0.890153896 | 0.998410858 | 1.002210885 | 1.015076475 | 1.003772912 | 1.03703434 | 1.082880006 | 0.984623794 | 0.81022834 | 1.045155514 | 1.014889284 | 0.999646403 | 1.009928478 | 0.809150723 | 1.02001534 | 1.013731713 | 0.75832855 | 0.979222239 | 0.923621944 | 0.955319236 | 0.987962593 | 1.043006548 | 1.048544531 | 1.112323313 | 1.066489089 | 1.070213787 | 1.073000755 | 1.088397647 | 0.904303816 | 0.936282202 | 0.959808425 | 0.92462844 | 0.834879367 | 1.13287771 | 0.986343601 | 1.005707323 | 1.020208661 | 1.047488338 | 1.075472459 | 0.945074581 | 1.005785757 | 0.895680704 | 0.913086453 | 0.999024794 | 0.911394301 | 0.948022448 | 1.002815009 | 1.057297228 | 0.873866274 | 1.010592973 | 1.105001225 | 1.072386677 | 1.31065789 | 1.047152725 | 1.007209022 | 1.255602395 | 0.962271144 | 0.902747742 | 1.06512349 | 1.040969488 | 1.123836042 | 1.068440079 | 1.005540601 | 1.042225591 | 0.941820324 | 0.952578726 | 0.784974647 | 0.88994761 | 0.956956027 | 0.943012089 | 0.882681717 | 0.773880109 | 0.961070812 | 0.903879131 | 1.115595092 | 1.026078845 | 0.889784102 | 1.024573349 | 0.954509279 | 1.020378238 | 0.767102829 | 0.84811234 | 1.060023233 | 1.003549642 | 0.961009393 | 1.138584448 | 1.183726593 | 0.995959103 | 1.223547998 | 1.002382055 | 0.978742312 | 1.012392847 | 0.967328177 | 0.761427861 | 0.889700843 | 0.915433791 | 1.015830707 | 0.828983698 | 0.987128037 | 1.041173977 | 0.907918059 | 0.868554611 | 1.168149819 | 0.878837437 | 0.951583172 | 0.888689615 | 1.127770303 | 1.140407035 | 1.169943422 | 0.850769054 | 1.047371172 | 1.049267044 | 0.858151987 | 1.005960353 | 0.875382697 | 1.010818867 | 0.973698192 | 1.185194036 | 1.011623688 | 1.109985546 | 1 |
4 | 0.899222058 | 1.008320139 | 0.955358992 | 0.988199492 | 0.794748481 | 0.659896114 | 0.742936986 | 0.921259651 | 0.843183072 | 0.795843793 | 0.682734412 | 0.599791498 | 0.538059421 | 0.58672387 | 0.778932288 | 0.974803178 | 1.060652943 | 0.831551653 | 0.947049316 | 0.921889193 | 1.017781852 | 1.180859897 | 0.995918169 | 1.04173136 | 1.116086082 | 1.137851959 | 1.094855072 | 1.091641584 | 0.95037644 | 0.972648782 | 1.118221271 | 0.872006436 | 0.914089671 | 1.039231827 | 1.18760876 | 0.945215836 | 0.986502531 | 1.24645633 | 1.10980296 | 1.02412408 | 1.10867468 | 0.924363533 | 1.139568378 | 0.979252125 | 0.956585651 | 1.034550539 | 1.060502069 | 1.03919245 | 1.167839933 | 1.074604977 | 0.955220278 | 0.948749293 | 1.053441624 | 1.046996749 | 1.000386222 | 1.038777206 | 1.1945051 | 1.173081524 | 0.952619668 | 1.018771283 | 1.077563819 | 0.905784216 | 1.036038904 | 1.144891914 | 1.018168548 | 0.83846059 | 0.899188967 | 0.967916743 | 0.974272409 | 1.148464634 | 0.951175123 | 0.894782654 | 1.09546888 | 1.139563886 | 1.123141222 | 1.031586826 | 0.963345926 | 0.841736672 | 0.932496355 | 1.169635396 | 0.909964864 | 1.025652491 | 0.939038821 | 1.061004912 | 0.990720323 | 0.961154543 | 1.073569232 | 1.105578329 | 1.102155764 | 0.983728205 | 1.001910006 | 0.875046883 | 0.897087905 | 0.763827377 | 0.819720377 | 1.009922339 | 1.070215821 | 1.00935182 | 0.948666776 | 1.051070828 | 1.078725813 | 1.170562573 | 0.977879784 | 1.018232884 | 0.908731013 | 1.043674535 | 1.002100869 | 0.937036738 | 1.01580026 | 0.861002501 | 0.964968031 | 0.847759798 | 1.006324796 | 0.968392389 | 0.877847746 | 0.89035271 | 1.105531865 | 0.976580544 | 1.066579365 | 0.944025622 | 1.037923925 | 0.926248958 | 1.064557664 | 0.976704231 | 0.923123268 | 1.033166909 | 1.071971183 | 0.875511556 | 1.101932227 | 1.052045204 | 0.880024439 | 0.978005207 | 0.879711999 | 0.945284619 | 1.015982512 | 1.03379432 | 0.869931897 | 1.159761609 | 1.015498481 | 0.979785414 | 0.981492403 | 0.87735619 | 0.970472531 | 0.864087889 | 0.914780989 | 0.884631162 | 0.990009279 | 0.994102906 | 1.031184954 | 0.948325784 | 1.056473422 | 1.194408354 | 1.082674975 | 0.947031908 | 0.951978559 | 1.048147835 | 1.070557845 | 1.033665647 | 1.085877424 | 1.01680738 | 1.125217115 | 1.084527006 | 0.911904337 | 0.938599804 | 1.119847126 | 0.978036091 | 1.13933141 | 1.023983446 | 0.932122286 | 1.039407425 | 0.957466558 | 1.121178632 | 1.198414904 | 1.177896374 | 0.991730277 | 0.827644796 | 0.924980148 | 0.892435084 | 1.0257157 | 0.972970744 | 1.049020932 | 1.096238752 | 1.040534697 | 1.214014109 | 1.053666162 | 1.060603548 | 0.926489112 | 1.047170444 | 1.026897785 | 1.035426485 | 1.187104536 | 0.885231941 | 0.997728471 | 1.164124658 | 1.033193325 | 0.762902438 | 1.083936415 | 1.131011847 | 0.987940136 | 0.860128894 | 0.750096559 | 1.046132645 | 1.008451226 | 1.003718162 | 1.039823657 | 1.02920499 | 0.842713932 | 1.113402487 | 0.969794848 | 1.067538152 | 0.95764463 | 1.168693264 | 1.213530087 | 1.05584425 | 0.767303614 | 1.017480784 | 1.071477012 | 1.036876525 | 1.08260855 | 0.960959695 | 0.938683463 | 1.103503967 | 0.962378656 | 0.976172149 | 0.943609252 | 1.078046365 | 1.100555252 | 1.027398861 | 0.933128853 | 0.907680763 | 1.081036567 | 1.151015569 | 1.046918468 | 1.141441472 | 1.061689872 | 1.118713285 | 1.003655826 | 0.810552516 | 1.049282736 | 1.014184265 | 1.087240637 | 0.997203501 | 1.015385724 | 0.960588897 | 0.977438573 | 0.892299626 | 0.917842206 | 0.932942843 | 0.930671027 | 0.95112749 | 0.920168102 | 1.014831225 | 0.963946512 | 1.043439094 | 0.875150285 | 0.933413273 | 1.149093365 | 0.795604981 | 0.899331275 | 1.004284426 | 1.095577192 | 0.971357982 | 0.826098394 | 0.936810048 | 0.821084128 | 0.933502248 | 1.071553843 | 0.699389254 | 0.958687699 | 1.081465195 | 0.984066097 | 0.888887506 | 0.869991228 | 0.886873077 | 1.050610283 | 0.787282926 | 1.173992612 | 0.985690952 | 0.969256578 | 1.009021081 | 1.262871264 | 1.003428955 | 1.077016764 | 0.91078978 | 0.937221201 | 1.066450054 | 1.101750792 | 0.820776191 | 1.090452254 | 1.091602575 | 0.993152103 | 1.184529155 | 1.077105749 | 0.880148947 | 1.032400106 | 0.970712001 | 0.992163531 | 1.069775859 | 1.102755109 | 1.036834516 | 1.066234033 | 1.018197306 | 0.913254421 | 1.273810793 | 0.841232715 | 0.961451797 | 1.053080846 | 1.010206263 | 1.01793816 | 0.984420682 | 0.993852158 | 1.096990185 | 0.926526965 | 0.941150758 | 1.118307111 | 1.238590411 | 1.126793861 | 1.094824869 | 1.078775305 | 1.009249754 | 0.921623152 | 1.102263812 | 1.114243785 | 1.069386148 | 1.0568816 | 1.137879091 | 0.955232692 | 1.160492275 | 1.178732898 | 1.027182668 | 0.982077133 | 1.167266204 | 0.906490334 | 1.001437294 | 0.913370109 | 0.978317945 | 1.017022871 | 0.921740594 | 0.903101194 | 1.083174978 | 0.932339889 | 0.9668528 | 0.989537448 | 0.982698107 | 1.135245213 | 1.021442954 | 0.805584294 | 0.900361293 | 1.005000175 | 0.99799774 | 0.882830372 | 1.002115277 | 0.898804378 | 0.838891312 | 0.85022753 | 0.899047361 | 1.141124478 | 0.90559638 | 0.996444845 | 1.056639842 | 0.983577667 | 0.89454039 | 1.109112722 | 0.85951248 | 1.074003628 | 0.966068627 | 0.97991201 | 1.158521144 | 0.865627266 | 0.853371361 | 0.931135823 | 0.871284722 | 0.7981097 | 0.858205988 | 1.043102876 | 0.911674533 | 0.975654849 | 0.696719883 | 0.999024596 | 1.010568669 | 0.910566854 | 1.039431092 | 1.085622804 | 1.04907122 | 0.910293511 | 1.012067902 | 1.037401772 | 0.856813695 | 0.989754354 | 1.083953669 | 0.926560127 | 1.02220507 | 1.170071135 | 1.171822905 | 0.992497412 | 0.967255055 | 1.033746583 | 1.189943257 | 0.970695198 | 1.075530561 | 1.06721986 | 1.224627066 | 1.090044115 | 1.011214303 | 1.210820229 | 0.920177451 | 1.049966317 | 0.889177226 | 0.864723415 | 0.987307876 | 1.051982623 | 1.304392863 | 1.218096978 | 1.01394456 | 0.975844876 | 1.089736325 | 1.018216279 | 0.955804679 | 1.04799311 | 0.985315641 | 1.032346189 | 1.162672301 | 1.044853697 | 1.145228128 | 0.992592218 | 0.911740982 | 1.012668161 | 1.000322503 | 0.965743818 | 1.307122798 | 1.039777241 | 0.95756299 | 1.131881215 | 1.126122959 | 0.921198566 | 0.976351854 | 1.128238065 | 1.277566755 | 1.171440034 | 1.222157778 | 1.240681389 | 1.129174294 | 1.206792492 | 1.034471973 | 0.993193846 | 0.955295226 | 0.992587329 | 1.086482784 | 1.160177765 | 1.025278918 | 1.067475065 | 1.009861203 | 0.956419106 | 1.067562321 | 0.927956539 | 1.198922585 | 0.995816212 | 1.005172051 | 1.006401926 | 0.86071863 | 1.055174221 | 1.083002577 | 1.022728585 | 1.146623967 | 1.151898084 | 1.031980483 | 1.115775508 | 1.108627377 | 1.037667339 | 1.005991469 | 0.970751505 | 1.177316249 | 1.092780806 | 1.01644369 | 0.980066946 | 1.13594613 | 1.06463768 | 1.000771454 | 1.183785988 | 1.09069032 | 0.958938425 | 1.286939239 | 1.166125228 | 1.184944717 | 1.173116863 | 0.973212067 | 0.91690277 | 0.663277862 | 0.756994947 | 0.643450803 | 0.386835762 | 0.185716226 | -0.110915284 | -0.210573381 | -0.394175001 | -0.652242952 | -0.568098113 | -0.697994414 | -0.901196548 | -0.925108778 | -0.9181777 | -0.877125484 | -0.882235273 | -0.753731949 | -0.522409192 | -0.386697433 | -0.178044456 | 0.084300496 | 0.086641213 | 0.347321406 | 0.559114697 | 0.823607432 | 0.729494887 | 0.843581395 | 0.98337621 | 1.012124177 | 1.036289066 | 1.309685652 | 1.136693299 | 1.073692305 | 1.071550448 | 1.114263032 | 1.233287074 | 1.263864724 | 1.013823834 | 1.054022567 | 1.056003003 | 0.768138203 | 1.053758377 | 0.939247398 | 1.036971169 | 1.0612401 | 1.048375977 | 1.106757306 | 0.980844544 | 1.009811522 | 1.063092224 | 1.046623234 | 0.917082619 | 1.068070013 | 1.149509843 | 1.058416133 | 1.035355578 | 1.070822142 | 1.037224411 | 1.041230559 | 0.867034157 | 0.941875008 | 0.884272499 | 0.937731961 | 1.097857041 | 0.904806031 | 1.002699905 | 1.099463541 | 1.065320854 | 1.00784945 | 1.029165301 | 0.987755656 | 1.045482495 | 1.221169329 | 1.007108493 | 1.008737986 | 0.946258173 | 1.058687479 | 1.054044002 | 0.887022366 | 1.114557153 | 1.002324552 | 0.987891541 | 1.105245229 | 1.211854363 | 1.120345971 | 0.942375883 | 0.974320034 | 0.974249608 | 1.021158508 | 1.054088974 | 0.872983967 | 1.094097721 | 1.038069003 | 0.95746263 | 1.082335542 | 0.944094465 | 1.048772629 | 0.918172631 | 0.92840663 | 1.050515522 | 0.898649181 | 1.022595876 | 1.112472245 | 0.978200815 | 0.907789167 | 1.036732409 | 1.004097248 | 1.053383667 | 1.113643452 | 0.894099053 | 1.048909019 | 0.839298693 | 0.895807854 | 1.085594378 | 0.85878643 | 0.938604468 | 1.182267877 | 1.0709657 | 0.958423014 | 0.863486879 | 0.894827079 | 0.968516955 | 0.948955434 | 0.73834819 | 0.809760593 | 1.097525763 | 0.913619692 | 1.130836711 | 0.913470408 | 1.075979609 | 1.002283334 | 0.860094363 | 1.066632319 | 0.959413759 | 0.980990604 | 1.009333436 | 0.971429595 | 0.856412236 | 0.923061995 | 0.897600509 | 0.945261622 | 0.994527145 | 1.022561064 | 0.996787919 | 1.066154147 | 0.964077624 | 0.970550802 | 0.963727641 | 0.860340147 | 1.025344173 | 0.849416213 | 1.03868936 | 1.100315017 | 0.851433534 | 1.195268764 | 0.979588981 | 1.064441007 | 1.00808887 | 1.050824651 | 0.802978233 | 1.105606625 | 1.065621156 | 0.792510598 | 1.159753039 | 0.803737036 | 0.984511445 | 0.92167725 | 0.817732166 | 1.008951087 | 1.069782938 | 1.050178077 | 0.925086575 | 0.905250017 | 0.92694617 | 0.864948134 | 1.046719482 | 0.794011053 | 0.882013816 | 0.939334947 | 0.923559922 | 0.958246502 | 0.923355484 | 1.041583838 | 0.873240952 | 1.012655259 | 0.961108699 | 0.775736375 | 0.919021508 | 0.960777783 | 0.973079902 | 1.032488605 | 0.994411223 | 1.07632086 | 0.921778625 | 0.969712698 | 1.013246307 | 1.063872198 | 1.082841758 | 0.893775394 | 0.981237169 | 0.861733713 | 1.093351352 | 0.895240838 | 0.936707792 | 1.044961714 | 0.930998909 | 0.885279403 | 0.974104115 | 0.997424278 | 0.996539911 | 0.996416114 | 1.047384487 | 1.043175998 | 1.020759238 | 0.913198348 | 0.903089441 | 0.956317642 | 0.887540142 | 0.940043883 | 1.16239824 | 1.024506279 | 0.810179931 | 0.96066377 | 0.897804302 | 0.809861756 | 0.849079269 | 1.146735386 | 0.954493194 | 1.099533246 | 1.150097155 | 0.998116849 | 1.054993764 | 1.031351828 | 1.103710373 | 0.957478417 | 1.089916344 | 0.955806911 | 0.824591475 | 0.958570972 | 0.985460229 | 0.963758882 | 0.955767402 | 1.049279996 | 1.108592517 | 0.967680994 | 1.086021593 | 0.918004284 | 0.906479149 | 1.093769999 | 1.046315973 | 1.06390143 | 0.864533865 | 1.011351249 | 1.032654363 | 1.122297152 | 1.001358291 | 1.079028177 | 1.029586838 | 1.097111972 | 1.037562108 | 1.359966092 | 1.186238864 | 1.04715916 | 0.91652174 | 1.078469302 | 1.029700237 | 1.195921398 | 1.138456088 | 1.127929274 | 0.977112738 | 1.083532425 | 1.024051627 | 1.182454846 | 1.072422999 | 0.981464092 | 0.988365366 | 0.983032516 | 0.901711114 | 1.043856947 | 1.199085798 | 1.212887829 | 1.029866739 | 0.83911237 | 0.90125626 | 0.990409881 | 1.13346801 | 0.951600531 | 1.040070765 | 1.105506132 | 1.070562377 | 1.040838197 | 1.045501879 | 1.022869536 | 1.000712438 | 1.012348317 | 1.021767886 | 0.961069659 | 0.820721597 | 1.019966447 | 0.916595964 | 1.112447286 | 0.981895149 | 1.043188759 | 0.94504748 | 1.031322739 | 0.985849824 | 1.024254585 | 0.939968284 | 1.045562598 | 0.819177959 | 0.986123963 | 0.985730842 | 1.106479597 | 0.875982335 | 1.121682256 | 1.106087013 | 0.790952242 | 1.049279416 | 0.894446255 | 1.029405501 | 0.926793265 | 0.952516122 | 1.091742588 | 1.012309629 | 0.989958375 | 0.893109934 | 1.010742096 | 0.943148753 | 0.968721078 | 0.896825345 | 0.980201478 | 1.006884239 | 0.96994861 | 1.00502864 | 0.949970252 | 0.827588415 | 1.199221094 | 0.908181171 | 0.912327594 | 0.982947352 | 0.957551315 | 0.894075701 | 0.927588292 | 0.864413377 | 1.065396308 | 1.068799087 | 0.956122594 | 0.943287931 | 1.03857776 | 1.11109226 | 0.928185858 | 1.205714044 | 1.100188467 | 0.975471653 | 1.060328987 | 0.933002112 | 0.925691682 | 0.915860165 | 0.829593597 | 1.215404902 | 0.967347119 | 1.016945731 | 0.801910163 | 0.946818624 | 0.94834656 | 1.039809156 | 1.028885469 | 1.0010182 | 1.026309357 | 0.975851722 | 0.921353795 | 0.98470111 | 1.015603706 | 0.901857611 | 0.894250491 | 0.968404891 | 0.947485993 | 1.177333288 | 1.070766735 | 0.826276247 | 1.009754481 | 1.090618683 | 1.085385996 | 0.97804854 | 1.065576236 | 1.142144608 | 0.921630153 | 1.157017094 | 0.85158605 | 0.895457843 | 1.003739259 | 1.037607079 | 1.01619648 | 1.10068183 | 1.049721584 | 1.053513711 | 1.026459901 | 1.125149468 | 1.031450766 | 0.939960312 | 1.186350144 | 1.038154296 | 0.983285842 | 1.006523938 | 0.978743996 | 1.121734267 | 0.961382559 | 0.842875107 | 1.02231147 | 1.086922291 | 1.087364466 | 1.05009519 | 1.074516271 | 0.906828328 | 0.866307557 | 1.080969528 | 0.883248745 | 0.909615498 | 1.037761399 | 1.014491251 | 1.207873896 | 1.028865201 | 0.963708356 | 1.093463189 | 1.018857253 | 0.937286641 | 0.853791824 | 0.873018247 | 0.995382986 | 0.888228809 | 0.911574707 | 0.998950821 | 0.963634047 | 0.912056232 | 1.097085736 | 1.013220229 | 0.896615251 | 1.086941967 | 1.091720089 | 1.069486444 | 1.051730117 | 0.971577312 | 0.965288513 | 1.015607181 | 1.120317271 | 1.000426621 | 1.039327146 | 0.896491346 | 0.864907164 | 0.921782364 | 0.92519972 | 0.955606091 | 1.081956887 | 1.009834765 | 1.032199953 | 0.895908514 | 0.963537531 | 1.164147994 | 1.002674896 | 0.873863905 | 1.203339166 | 1.084019701 | 0.891608914 | 1.021600049 | 0.983507051 | 0.969789715 | 0.994307483 | 0.916395414 | 1.001749525 | 0.988867109 | 1.075081499 | 0.975509177 | 0.932436124 | 1.089303384 | 1.059634379 | 1.244324211 | 1.137589679 | 1.029421551 | 0.924459964 | 0.879520577 | 0.925726644 | 1.01988618 | 0.968795426 | 0.938729803 | 1.037163791 | 0.998678089 | 0.967505546 | 0.985233927 | 1.061161956 | 0.974487029 | 1.032999626 | 1.093670119 | 0.913239257 | 1.079191485 | 1.040724941 | 0.986731351 | 0.921417956 | 0.898032719 | 1.005262644 | 1.122314984 | 0.927779408 | 0.980538992 | 1.088438949 | 0.975144886 | 1.130554316 | 1.112822593 | 1.151438281 | 0.985616134 | 1.108117952 | 1.091523919 | 1.215078073 | 1.051906754 | 0.997600634 | 0 |
5 | 1.066498524 | 1.013028368 | 0.999870337 | 1.022195189 | 0.967723639 | 1.021932373 | 1.026242062 | 0.997845893 | 0.944913419 | 0.997916662 | 0.997844714 | 0.980158907 | 1.005811594 | 0.955402053 | 1.041226612 | 0.992842921 | 0.989372624 | 0.988712069 | 0.980648273 | 0.96686918 | 0.948798704 | 0.995552086 | 1.007849269 | 1.000490474 | 1.050064008 | 0.966735399 | 1.024555954 | 1.048382526 | 0.959136242 | 1.00934079 | 1.01195688 | 0.999435618 | 0.956448779 | 1.039885111 | 0.933857646 | 0.928015829 | 0.965806257 | 0.94444961 | 1.01972077 | 1.01165268 | 0.937349568 | 0.976639751 | 1.020026417 | 0.963545815 | 1.063292178 | 1.01252667 | 1.028927579 | 1.008049894 | 1.026649313 | 1.054993066 | 1.014734897 | 0.975772508 | 1.003869197 | 1.009176356 | 1.000616236 | 1.050806664 | 1.026281828 | 0.96776635 | 0.987081188 | 0.971607825 | 0.963527447 | 1.023055486 | 1.012369198 | 1.045170978 | 0.976944901 | 1.10228874 | 1.02118246 | 1.000321158 | 1.020298359 | 0.999694214 | 0.979018485 | 0.98865738 | 1.000987506 | 1.047500271 | 0.980422394 | 0.995244294 | 0.988117252 | 1.039999393 | 0.976893291 | 0.990728502 | 0.920325144 | 0.998567714 | 0.96441681 | 0.978037039 | 1.029212633 | 0.977190215 | 0.966038081 | 0.990311648 | 1.004617885 | 1.013665495 | 1.002671833 | 1.049838597 | 1.053138662 | 1.056085042 | 0.991252454 | 0.96914804 | 0.978320058 | 0.977319259 | 1.00774906 | 1.023778567 | 1.012740108 | 1.014154214 | 1.043391842 | 0.988473155 | 1.057136275 | 1.04543129 | 0.970212329 | 0.998659674 | 1.00876066 | 1.000644848 | 0.991664733 | 0.962692815 | 1.030216415 | 1.011954301 | 1.015212736 | 1.000976491 | 1.032404336 | 1.006882173 | 1.031771208 | 1.05943153 | 1.006519997 | 1.072203262 | 1.000820383 | 1.092271884 | 0.951173214 | 1.000884432 | 0.978587197 | 1.022864839 | 0.975583923 | 1.003302537 | 1.0290184 | 1.056358503 | 1.003185895 | 0.972624881 | 0.997295612 | 0.974438193 | 0.971527208 | 0.938617496 | 1.014472412 | 1.00395717 | 0.951996149 | 0.962127911 | 1.020540519 | 1.090388381 | 0.978344064 | 1.019061298 | 0.970139638 | 1.044495441 | 0.98705855 | 0.988916746 | 0.982246621 | 0.979037169 | 1.028081562 | 0.974191445 | 1.005341311 | 0.99243106 | 0.963454854 | 1.034192872 | 1.036070241 | 0.967372102 | 0.961902057 | 0.946065912 | 0.961527707 | 0.996022639 | 0.990268536 | 1.038857353 | 1.022692403 | 1.004512784 | 0.99740185 | 0.990088118 | 0.955023826 | 0.982014547 | 0.935167724 | 0.969774362 | 0.992310872 | 1.026752796 | 0.954823457 | 0.992375122 | 0.987293168 | 1.020989346 | 1.028087321 | 1.000443309 | 0.921806361 | 0.937038222 | 1.047334174 | 1.048008404 | 0.993743139 | 1.00185591 | 1.065291039 | 1.005504098 | 0.933199139 | 1.003886752 | 1.033456118 | 0.998276391 | 0.982525434 | 1.009752217 | 1.02779078 | 1.014145853 | 0.994289419 | 1.02600873 | 1.052494821 | 0.992328304 | 0.946227139 | 0.979200683 | 0.919553506 | 1.017518866 | 0.966517371 | 0.962063166 | 1.014850527 | 1.022827191 | 1.014255242 | 1.007004156 | 0.985856438 | 1.00207217 | 1.038130915 | 0.964699719 | 0.938247555 | 0.97677259 | 0.963142568 | 0.99479458 | 0.948357241 | 1.006645238 | 1.057979352 | 1.014521625 | 0.959178976 | 1.017036991 | 0.96312516 | 0.998125049 | 0.994028734 | 0.999474774 | 1.024451964 | 1.007103944 | 1.006716484 | 1.007560098 | 1.003375173 | 0.974692843 | 0.924401298 | 0.980664007 | 1.001050335 | 0.928121865 | 0.938773045 | 0.979578465 | 0.96742449 | 1.06639706 | 1.086196177 | 0.966134004 | 0.999084004 | 0.98468699 | 0.997572256 | 1.045037756 | 0.962858469 | 1.01338505 | 1.023603863 | 1.028140651 | 0.975754344 | 1.04394187 | 1.02870679 | 0.951319873 | 1.005518054 | 0.988746196 | 1.021766977 | 1.005846458 | 0.962169879 | 0.954004261 | 0.988358425 | 0.955801278 | 1.023998768 | 0.98853165 | 0.974924619 | 1.014784784 | 1.02541171 | 0.985241765 | 1.016542806 | 0.919478233 | 0.969756442 | 0.966049784 | 0.930015986 | 1.039890895 | 1.019000535 | 0.993159376 | 0.978250711 | 0.95465966 | 1.000480246 | 1.006525565 | 0.992698321 | 0.985702401 | 1.001899183 | 0.987774119 | 0.998985704 | 0.956007118 | 0.910595886 | 0.970585303 | 1.007452416 | 0.977085912 | 0.955041683 | 0.972512036 | 0.972878241 | 0.941266636 | 0.977659196 | 0.978996484 | 1.015998387 | 1.012123602 | 0.990525455 | 1.029088137 | 1.008079543 | 1.022926124 | 1.0716023 | 0.997238796 | 1.001453648 | 1.060721526 | 1.006838825 | 1.028048496 | 0.983223563 | 0.953356053 | 0.969322739 | 0.979809941 | 0.961458118 | 0.986586501 | 0.975320713 | 1.002240989 | 1.019854951 | 1.001867856 | 0.982849578 | 1.024701429 | 1.006108779 | 0.967436199 | 0.984881605 | 0.991543176 | 0.996367237 | 1.019273262 | 0.938406999 | 0.962411843 | 0.954594453 | 1.030330947 | 0.9893414 | 0.956620864 | 0.994167466 | 0.96485168 | 1.03256882 | 1.037090318 | 1.012884673 | 0.975486245 | 0.993551416 | 1.052610272 | 0.998861527 | 1.012168648 | 0.985970124 | 1.041639591 | 0.961002917 | 0.965588416 | 0.972143169 | 0.955810336 | 1.025766555 | 0.995501551 | 0.988481493 | 1.033321188 | 0.980607204 | 1.02385998 | 0.98762642 | 0.982057895 | 1.017663295 | 1.069755488 | 1.006628117 | 1.01654715 | 0.991646664 | 1.001359751 | 1.008160919 | 0.992525884 | 1.000870754 | 1.031096825 | 1.037771531 | 1.001021369 | 0.986797064 | 1.01260896 | 1.033429803 | 1.01643692 | 0.988359358 | 1.055631279 | 1.008129207 | 0.969940839 | 1.039334109 | 0.960454226 | 1.060604032 | 0.961673334 | 1.017713042 | 0.937710413 | 1.031853075 | 1.027760487 | 1.038861404 | 1.01249974 | 1.012106089 | 1.032170358 | 0.970062018 | 1.01616031 | 0.940111986 | 0.945726484 | 0.95389465 | 1.017290587 | 1.025446236 | 0.994279312 | 0.990401562 | 0.973732437 | 0.99297816 | 0.956218434 | 0.990156968 | 1.027544424 | 1.004208567 | 1.030689464 | 0.950347508 | 1.002537537 | 0.981469845 | 1.012688485 | 0.965709807 | 1.007425799 | 1.039421264 | 0.948547923 | 0.957534588 | 1.008461499 | 1.045324735 | 1.042818631 | 1.024794708 | 1.053707005 | 1.00627293 | 0.979052868 | 0.986346708 | 0.963193316 | 1.030273237 | 1.034108475 | 1.094191615 | 1.020365865 | 0.97038359 | 0.973432577 | 1.010194929 | 1.046398227 | 1.020140457 | 1.00868106 | 1.033466131 | 0.966860074 | 1.010820884 | 1.046499844 | 1.01433688 | 0.971741981 | 1.034840147 | 0.961723048 | 1.029630012 | 1.013579593 | 1.003358368 | 1.003738029 | 0.971799358 | 0.968582371 | 0.969744081 | 1.059703085 | 1.063396691 | 1.000099182 | 0.9955659 | 1.049353625 | 1.052194665 | 1.012363723 | 1.038991287 | 1.039782179 | 1.057442156 | 0.950386694 | 1.001733681 | 1.039564251 | 0.973903916 | 1.036837535 | 1.032835007 | 0.995067224 | 1.00681611 | 1.002637143 | 1.065562815 | 0.985327039 | 1.007909432 | 0.987584712 | 0.964233813 | 1.002102685 | 0.931158085 | 0.977363583 | 1.00782425 | 1.033621759 | 1.011367511 | 1.063602721 | 0.985203507 | 1.043321767 | 1.015205466 | 0.985227849 | 1.082313484 | 0.983259525 | 1.000501973 | 0.987718557 | 1.069344665 | 1.004400873 | 1.065928474 | 0.995362695 | 1.017785678 | 0.904312249 | -0.039139599 | -0.688683964 | -0.838753711 | -0.970473456 | -0.958994884 | -0.998654498 | -0.830766627 | -0.610145989 | 0.199011488 | 1.044701749 | 1.028593514 | 1.025982307 | 1.034974119 | 1.005802724 | 0.94144672 | 0.995777354 | 1.030496895 | 0.99758598 | 0.986408695 | 1.00510435 | 0.972913064 | 0.958209196 | 1.001951538 | 1.044381943 | 1.016922705 | 0.989096631 | 0.983066785 | 0.961439479 | 1.017432356 | 0.949980949 | 1.005482736 | 1.016335276 | 0.985453253 | 0.999796483 | 0.940472076 | 0.999784454 | 0.99238526 | 1.030704457 | 1.012652391 | 0.978879877 | 1.040127383 | 1.065972837 | 1.029077414 | 0.985993043 | 1.000951971 | 0.967778299 | 1.011796779 | 0.937765319 | 0.985628278 | 0.98914176 | 0.983547773 | 1.001517894 | 1.012083443 | 1.028917458 | 1.007987659 | 1.01969776 | 1.014759128 | 0.98396237 | 0.966021553 | 0.991887065 | 0.969176137 | 0.978659467 | 1.061291422 | 1.057838961 | 0.968004443 | 1.090892337 | 0.992774504 | 0.999848186 | 0.975197676 | 0.959391163 | 0.916758018 | 1.018651148 | 1.01352698 | 1.011932778 | 0.998529185 | 1.038225115 | 1.006497531 | 1.055165329 | 0.965367688 | 1.05075018 | 1.024343151 | 1.024944824 | 1.038292531 | 0.975888913 | 1.04988662 | 1.056705539 | 1.055514724 | 0.985645809 | 0.999908558 | 1.052629527 | 1.000694907 | 1.027690529 | 1.025489564 | 1.003660602 | 0.987528268 | 1.002321683 | 1.023503342 | 1.032403842 | 0.987869261 | 1.060458675 | 0.992926177 | 1.003254825 | 1.021827509 | 0.992946263 | 0.938169286 | 1.042361455 | 0.953196793 | 0.950121284 | 0.987991453 | 1.05444818 | 0.999805529 | 1.032524399 | 1.035673986 | 1.009575281 | 0.986160026 | 1.024065558 | 0.992955886 | 0.983762299 | 0.94631199 | 1.046256667 | 1.012769498 | 1.074171156 | 0.965789815 | 0.979523723 | 0.903931896 | 1.060205638 | 1.018576929 | 0.992228098 | 0.972483732 | 0.921788595 | 0.9843189 | 0.97174789 | 1.034405705 | 1.013905452 | 1.020606703 | 1.070745738 | 1.023966356 | 1.039596032 | 0.974013835 | 1.013829739 | 1.011059081 | 1.015784647 | 0.985230575 | 0.985754073 | 0.968532123 | 0.905430879 | 1.062381232 | 1.112725598 | 1.017412534 | 1.007124232 | 1.036329131 | 1.047004328 | 0.986959456 | 0.962174051 | 0.986233014 | 0.979024084 | 1.005398647 | 0.987679735 | 1.055753585 | 1.009802393 | 0.970422785 | 1.03595294 | 0.946035428 | 0.950423529 | 0.971825035 | 0.924482324 | 1.007589625 | 1.013329053 | 0.940548999 | 1.013212907 | 0.954401023 | 1.044066549 | 0.993933554 | 0.996305102 | 1.000409023 | 0.979308416 | 1.004457989 | 1.022880038 | 0.990052796 | 1.02783918 | 0.957001858 | 1.017379043 | 1.002818213 | 1.051857099 | 0.979256391 | 0.972878721 | 1.053172834 | 1.022241159 | 0.997682801 | 0.966211631 | 0.995720677 | 1.013991975 | 0.981352441 | 1.014052398 | 1.057743724 | 1.038477006 | 0.964976858 | 1.01581799 | 1.018598033 | 1.005266989 | 0.954578451 | 1.036898194 | 1.032937357 | 1.010982556 | 1.009944629 | 1.019421259 | 1.040345242 | 1.003220442 | 1.060106074 | 0.938040372 | 1.01850249 | 1.030688997 | 0.981705739 | 1.026319661 | 0.949669666 | 1.016538973 | 0.993051007 | 0.991500112 | 0.990754255 | 0.969103289 | 1.001033512 | 0.991590598 | 0.995056602 | 1.007465154 | 0.979382679 | 1.003379561 | 0.944137493 | 0.982110757 | 1.008743362 | 0.946033159 | 1.077765581 | 1.035082174 | 0.958555507 | 0.98382117 | 1.010191218 | 1.023088592 | 1.002997379 | 1.03295233 | 1.013125188 | 1.015052547 | 0.950631778 | 1.002007999 | 1.041046499 | 1.010060697 | 0.969498382 | 1.042564865 | 1.012901916 | 0.996973719 | 1.006298164 | 1.024475469 | 0.986401636 | 1.001851245 | 0.964741292 | 1.040178692 | 1.001241489 | 0.98580078 | 0.975651493 | 1.001403668 | 0.999885077 | 0.978069726 | 0.992152326 | 0.996745331 | 1.05482195 | 1.043862142 | 0.971152359 | 1.003130048 | 1.023358287 | 0.998562709 | 1.04451934 | 0.988501377 | 0.999317946 | 0.965455801 | 1.011453122 | 0.998979969 | 0.996879499 | 0.985109987 | 1.026356061 | 0.959777395 | 0.989030461 | 0.982904352 | 0.996983245 | 0.984416126 | 0.986307695 | 0.967176928 | 0.987990411 | 0.996761095 | 1.02053857 | 1.010722073 | 0.963912131 | 0.961837095 | 0.978885139 | 0.992573027 | 0.956856663 | 1.032036338 | 1.010259526 | 0.991647247 | 0.98789576 | 1.015779242 | 1.001661116 | 1.053795615 | 1.043151212 | 1.016454074 | 1.010470189 | 0.983675576 | 0.956578397 | 0.996631286 | 1.051927136 | 1.008030236 | 1.02035962 | 1.041841462 | 1.033591355 | 0.951242843 | 1.015424319 | 1.002724954 | 1.018479823 | 0.990362762 | 0.98481643 | 0.982910495 | 1.01002689 | 0.976323466 | 0.969122005 | 0.99532724 | 1.030825848 | 1.036459766 | 1.019375294 | 1.019772599 | 1.028957553 | 0.982607045 | 1.00634876 | 0.989086363 | 0.935203952 | 0.978153889 | 1.002420086 | 1.018357335 | 0.976720895 | 1.012272912 | 0.964673248 | 0.991745531 | 1.061539734 | 1.055438673 | 0.990263502 | 1.037994246 | 0.962404305 | 0.98963188 | 1.032507027 | 1.039461224 | 1.004403279 | 1.015272823 | 0.950338593 | 1.000655233 | 1.056943298 | 1.024972269 | 0.949538843 | 1.03300765 | 0.989223252 | 1.045170037 | 1.016091935 | 0.987598154 | 1.037242902 | 1.029233934 | 0.991652907 | 1.001107646 | 1.030700084 | 1.029637005 | 0.97264082 | 1.004845267 | 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1158 | 1159 | 1160 | 1161 | 1162 | 1163 | 1164 | 1165 | 1166 | 1167 | 1168 | 1169 | 1170 | 1171 | 1172 | 1173 | 1174 | 1175 | 1176 | 1177 | 1178 | 1179 | 1180 | 1181 | 1182 | 1183 | 1184 | 1185 | 1186 | 1187 | 1188 | 1189 | 1190 | 1191 | 1192 | 1193 | 1194 | 1195 | 1196 | 1197 | 1198 | 1199 | 1200 | 1201 | 1202 | 1203 | 1204 | 1205 | 1206 | 1207 | 1208 | 1209 | 1210 | 1211 | 1212 | 1213 | 1214 | 1215 | 1216 | 1217 | 1218 | 1219 | 1220 | 1221 | 1222 | 1223 | 1224 | 1225 | 1226 | 1227 | 1228 | 1229 | 1230 | 1231 | 1232 | 1233 | 1234 | 1235 | 1236 | 1237 | 1238 | 1239 | 1240 | 1241 | 1242 | 1243 | 1244 | 1245 | 1246 | 1247 | 1248 | 1249 | 1250 | 1251 | 1252 | 1253 | 1254 | 1255 | 1256 | 1257 | 1258 | 1259 | 1260 | 1261 | 1262 | 1263 | 1264 | 1265 | 1266 | 1267 | 1268 | 1269 | 1270 | 1271 | 1272 | 1273 | 1274 | 1275 | 1276 | 1277 | 1278 | 1279 | 1280 | 1281 | 1282 | 1283 | 1284 | 1285 | 1286 | 1287 | 1288 | 1289 | 1290 | 1291 | 1292 | 1293 | 1294 | 1295 | 1296 | 1297 | 1298 | 1299 | 1300 | 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2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 | 2027 | 2028 | 2029 | 2030 | 2031 | 2032 | 2033 | 2034 | 2035 | 2036 | 2037 | 2038 | 2039 | 2040 | 2041 | 2042 | 2043 | 2044 | 2045 | 2046 | 2047 | 2048 | 2049 | 2050 | 2051 | 2052 | 2053 | 2054 | 2055 | 2056 | 2057 | 2058 | 2059 | 2060 | 2061 | 2062 | 2063 | 2064 | 2065 | 2066 | 2067 | 2068 | 2069 | 2070 | 2071 | 2072 | 2073 | 2074 | 2075 | 2076 | 2077 | 2078 | 2079 | 2080 | 2081 | 2082 | 2083 | 2084 | 2085 | 2086 | 2087 | 2088 | 2089 | 2090 | 2091 | 2092 | 2093 | 2094 | 2095 | 2096 | 2097 | 2098 | 2099 | 2100 | 2101 | 2102 | 2103 | 2104 | 2105 | 2106 | 2107 | 2108 | 2109 | 2110 | 2111 | 2112 | 2113 | 2114 | 2115 | 2116 | 2117 | 2118 | 2119 | 2120 | 2121 | 2122 | 2123 | 2124 | 2125 | 2126 | 2127 | 2128 | 2129 | 2130 | 2131 | 2132 | 2133 | 2134 | 2135 | 2136 | 2137 | 2138 | 2139 | 2140 | 2141 | 2142 | 2143 | 2144 | 2145 | 2146 | 2147 | 2148 | 2149 | 2150 | 2151 | 2152 | 2153 | 2154 | 2155 | 2156 | 2157 | 2158 | 2159 | 2160 | 2161 | 2162 | 2163 | 2164 | 2165 | 2166 | 2167 | 2168 | 2169 | 2170 | 2171 | 2172 | 2173 | 2174 | 2175 | 2176 | 2177 | 2178 | 2179 | 2180 | 2181 | 2182 | 2183 | 2184 | 2185 | 2186 | 2187 | 2188 | 2189 | 2190 | 2191 | 2192 | 2193 | 2194 | 2195 | 2196 | 2197 | 2198 | 2199 | 2200 | 2201 | 2202 | 2203 | 2204 | 2205 | 2206 | 2207 | 2208 | 2209 | 2210 | 2211 | 2212 | 2213 | 2214 | 2215 | 2216 | 2217 | 2218 | 2219 | 2220 | 2221 | 2222 | 2223 | 2224 | 2225 | 2226 | 2227 | 2228 | 2229 | 2230 | 2231 | 2232 | 2233 | 2234 | 2235 | 2236 | 2237 | 2238 | 2239 | 2240 | 2241 | 2242 | 2243 | 2244 | 2245 | 2246 | 2247 | 2248 | 2249 | 2250 | 2251 | 2252 | 2253 | 2254 | 2255 | 2256 | 2257 | 2258 | 2259 | 2260 | 2261 | 2262 | 2263 | 2264 | 2265 | 2266 | 2267 | 2268 | 2269 | 2270 | 2271 | 2272 | 2273 | 2274 | 2275 | 2276 | 2277 | 2278 | 2279 | 2280 | 2281 | 2282 | 2283 | 2284 | 2285 | 2286 | 2287 | 2288 | 2289 | 2290 | 2291 | 2292 | 2293 | 2294 | 2295 | 2296 | 2297 | 2298 | 2299 | 2300 | 2301 | 2302 | 2303 | 2304 | 2305 | 2306 | 2307 | 2308 | 2309 | 2310 | 2311 | 2312 | 2313 | 2314 | 2315 | 2316 | 2317 | 2318 | 2319 | 2320 | 2321 | 2322 | 2323 | 2324 | 2325 | 2326 | 2327 | 2328 | 2329 | 2330 | 2331 | 2332 | 2333 | 2334 | 2335 | 2336 | 2337 | 2338 | 2339 | 2340 | 2341 | 2342 | 2343 | 2344 | 2345 | 2346 | 2347 | 2348 | 2349 | 2350 | 2351 | 2352 | 2353 | 2354 | 2355 | 2356 | 2357 | 2358 | 2359 | 2360 | 2361 | 2362 | 2363 | 2364 | 2365 | 2366 | 2367 | 2368 | 2369 | 2370 | 2371 | 2372 | 2373 | 2374 | 2375 | 2376 | 2377 | 2378 | 2379 | 2380 | 2381 | 2382 | 2383 | 2384 | 2385 | 2386 | 2387 | 2388 | 2389 | 2390 | 2391 | 2392 | 2393 | 2394 | 2395 | 2396 | 2397 | 2398 | 2399 | 2400 | 2401 | 2402 | 2403 | 2404 | 2405 | 2406 | 2407 | 2408 | 2409 | 2410 | 2411 | 2412 | 2413 | 2414 | 2415 | 2416 | 2417 | 2418 | 2419 | 2420 | 2421 | 2422 | 2423 | 2424 | 2425 | 2426 | 2427 | 2428 | 2429 | 2430 | 2431 | 2432 | 2433 | 2434 | 2435 | 2436 | 2437 | 2438 | 2439 | 2440 | 2441 | 2442 | 2443 | 2444 | 2445 | 2446 | 2447 | 2448 | 2449 | 2450 | 2451 | 2452 | 2453 | 2454 | 2455 | 2456 | 2457 | 2458 | 2459 | 2460 | 2461 | 2462 | 2463 | 2464 | 2465 | 2466 | 2467 | 2468 | 2469 | 2470 | 2471 | 2472 | 2473 | 2474 | 2475 | 2476 | 2477 | 2478 | 2479 | 2480 | 2481 | 2482 | 2483 | 2484 | 2485 | 2486 | 2487 | 2488 | 2489 | 2490 | 2491 | 2492 | 2493 | 2494 | 2495 | 2496 | 2497 | 2498 | 2499 | 2500 | 2501 | 2502 | 2503 | 2504 | 2505 | 2506 | 2507 | 2508 | 2509 | 2510 | 2511 | 2512 | 2513 | 2514 | 2515 | 2516 | 2517 | 2518 | 2519 | 2520 | 2521 | 2522 | 2523 | 2524 | 2525 | 2526 | 2527 | 2528 | 2529 | 2530 | 2531 | 2532 | 2533 | 2534 | 2535 | 2536 | 2537 | 2538 | 2539 | 2540 | 2541 | 2542 | 2543 | 2544 | 2545 | 2546 | 2547 | 2548 | 2549 | 2550 | 2551 | 2552 | 2553 | 2554 | 2555 | 2556 | 2557 | 2558 | 2559 | 2560 | 2561 | 2562 | 2563 | 2564 | 2565 | 2566 | 2567 | 2568 | 2569 | 2570 | 2571 | 2572 | 2573 | 2574 | 2575 | 2576 | 2577 | 2578 | 2579 | 2580 | 2581 | 2582 | 2583 | 2584 | 2585 | 2586 | 2587 | 2588 | 2589 | 2590 | 2591 | 2592 | 2593 | 2594 | 2595 | 2596 | 2597 | 2598 | 2599 | 2600 | 2601 | 2602 | 2603 | 2604 | 2605 | 2606 | 2607 | 2608 | 2609 | 2610 | 2611 | 2612 | 2613 | 2614 | 2615 | 2616 | 2617 | 2618 | 2619 | 2620 | 2621 | 2622 | 2623 | 2624 | 2625 | 2626 | 2627 | 2628 | 2629 | 2630 | 2631 | 2632 | 2633 | 2634 | 2635 | 2636 | 2637 | 2638 | 2639 | 2640 | 2641 | 2642 | 2643 | 2644 | 2645 | 2646 | 2647 | 2648 | 2649 | 2650 | 2651 | 2652 | 2653 | 2654 | 2655 | 2656 | 2657 | 2658 | 2659 | 2660 | 2661 | 2662 | 2663 | 2664 | 2665 | 2666 | 2667 | 2668 | 2669 | 2670 | 2671 | 2672 | 2673 | 2674 | 2675 | 2676 | 2677 | 2678 | 2679 | 2680 | 2681 | 2682 | 2683 | 2684 | 2685 | 2686 | 2687 | 2688 | 2689 | 2690 | 2691 | 2692 | 2693 | 2694 | 2695 | 2696 | 2697 | 2698 | 2699 | 2700 | 2701 | 2702 | 2703 | 2704 | 2705 | 2706 | 2707 | 2708 | 2709 | 2710 | 2711 | 2712 | 2713 | 2714 | 2715 | 2716 | 2717 | 2718 | 2719 | 2720 | 2721 | 2722 | 2723 | 2724 | 2725 | 2726 | 2727 | 2728 | 2729 | 2730 | 2731 | 2732 | 2733 | 2734 | 2735 | 2736 | 2737 | 2738 | 2739 | 2740 | 2741 | 2742 | 2743 | 2744 | 2745 | 2746 | 2747 | 2748 | 2749 | 2750 | 2751 | 2752 | 2753 | 2754 | 2755 | 2756 | 2757 | 2758 | 2759 | 2760 | 2761 | 2762 | 2763 | 2764 | 2765 | 2766 | 2767 | 2768 | 2769 | 2770 | 2771 | 2772 | 2773 | 2774 | 2775 | 2776 | 2777 | 2778 | 2779 | 2780 | 2781 | 2782 | 2783 | 2784 | 2785 | 2786 | 2787 | 2788 | 2789 | 2790 | 2791 | 2792 | 2793 | 2794 | 2795 | 2796 | 2797 | 2798 | 2799 | 2800 | 2801 | 2802 | 2803 | 2804 | 2805 | 2806 | 2807 | 2808 | 2809 | 2810 | 2811 | 2812 | 2813 | 2814 | 2815 | 2816 | 2817 | 2818 | 2819 | 2820 | 2821 | 2822 | 2823 | 2824 | 2825 | 2826 | 2827 | 2828 | 2829 | 2830 | 2831 | 2832 | 2833 | 2834 | 2835 | 2836 | 2837 | 2838 | 2839 | 2840 | 2841 | 2842 | 2843 | 2844 | 2845 | 2846 | 2847 | 2848 | 2849 | 2850 | 2851 | 2852 | 2853 | 2854 | 2855 | 2856 | 2857 | 2858 | 2859 | 2860 | 2861 | 2862 | 2863 | 2864 | 2865 | 2866 | 2867 | 2868 | 2869 | 2870 | 2871 | 2872 | 2873 | 2874 | 2875 | 2876 | 2877 | 2878 | 2879 | 2880 | 2881 | 2882 | 2883 | 2884 | 2885 | 2886 | 2887 | 2888 | 2889 | 2890 | 2891 | 2892 | 2893 | 2894 | 2895 | 2896 | 2897 | 2898 | 2899 | 2900 | 2901 | 2902 | 2903 | 2904 | 2905 | 2906 | 2907 | 2908 | 2909 | 2910 | 2911 | 2912 | 2913 | 2914 | 2915 | 2916 | 2917 | 2918 | 2919 | 2920 | 2921 | 2922 | target |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 0.999498428 | 0.999498428 | 0.999498428 | 1.000842929 | 0.999239266 | 0.998717487 | 0.999009013 | 1.000242114 | 1.000555515 | 1.004655242 | 1.006950021 | 1.008777142 | 1.01096499 | 1.01256454 | 1.014068604 | 1.015162706 | 1.016092777 | 1.016840935 | 1.016934514 | 1.016659737 | 1.015949607 | 1.014764309 | 1.01311028 | 1.01085043 | 1.008375287 | 1.005173922 | 1.000549316 | 0.998746037 | 0.996248245 | 0.994112313 | 0.992969513 | 0.992573559 | 0.992803276 | 0.993928671 | 0.994819462 | 0.995735943 | 0.996010005 | 0.996258318 | 0.995275497 | 0.994315565 | 0.993477762 | 0.993169606 | 0.993114233 | 0.993836284 | 0.992617071 | 0.996506393 | 0.998588085 | 1.001114368 | 1.003184676 | 1.005073547 | 1.006328225 | 1.00637424 | 1.005915642 | 1.004866958 | 1.003671527 | 1.00239563 | 1.001346588 | 1.001474261 | 1.001161933 | 1.000532508 | 0.999781191 | 0.998696268 | 0.994975805 | 0.995693028 | 0.993448079 | 0.991257131 | 0.989283979 | 0.987546742 | 0.986123085 | 0.985607803 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.98600328 | 0.987995148 | 0.989305854 | 0.990268946 | 0.992554188 | 0.994474351 | 0.99720633 | 0.999738336 | 1.002025485 | 1.003082156 | 1.003821731 | 1.004145026 | 1.003793001 | 1.002741098 | 1.002134204 | 1.002297997 | 1.002448201 | 1.003113151 | 1.00119698 | 1.004001737 | 1.003608823 | 1.002957821 | 1.001382828 | 0.999844134 | 0.999574482 | 0.999498428 | 0.999498428 | 0.999498428 | 0.994055629 | 0.992892921 | 0.990751743 | 0.98867476 | 0.98672694 | 0.986370981 | 0.986195385 | 0.98583442 | 0.985073447 | 0.985281646 | 0.985613763 | 0.986497223 | 0.986981511 | 0.987822711 | 0.989381313 | 0.992080092 | 0.99409157 | 0.996964037 | 0.998795152 | 1.000900745 | 1.001779556 | 1.002394319 | 1.00218308 | 1.001888037 | 1.001642704 | 1.00254643 | 1.000866413 | 1.003798366 | 1.00408566 | 1.005171657 | 1.00553894 | 1.005340099 | 1.004585266 | 1.003647327 | 1.002735972 | 1.000914216 | 0.999370635 | 0.997548163 | 0.995862722 | 0.994252264 | 0.993435085 | 0.993063629 | 0.992585599 | 0.991120636 | 0.988784015 | 0.989616096 | 0.989192605 | 0.989000857 | 0.988987684 | 0.989244878 | 0.990083992 | 0.991663933 | 0.993172169 | 0.99498862 | 0.996652186 | 0.998910666 | 1.00114572 | 1.00349009 | 1.005669236 | 1.006751299 | 1.007353902 | 1.005848289 | 1.007790565 | 1.008131385 | 1.007776976 | 1.008031607 | 1.008529067 | 1.009450436 | 1.010163426 | 1.010129333 | 1.009951115 | 1.009976387 | 1.009684563 | 1.008916378 | 1.00699532 | 1.004659176 | 1.002630353 | 1.00100553 | 0.998807967 | 0.994778454 | 0.994009316 | 0.99238497 | 0.990067899 | 0.988269389 | 0.986709833 | 0.985891879 | 0.985247791 | 0.985389411 | 0.985383689 | 0.986313462 | 0.988220155 | 0.990349889 | 0.992848933 | 0.994602859 | 0.999498428 | 1.010623813 | 1.009129167 | 1.005345821 | 1.007547379 | 1.006898165 | 1.006860495 | 1.00690186 | 1.006708264 | 1.006892085 | 1.006941319 | 1.007204294 | 1.007845879 | 1.008423924 | 1.009111166 | 1.008802772 | 1.00844574 | 1.007726789 | 1.006447554 | 1.005062938 | 1.002705932 | 0.998119056 | 0.997336924 | 0.994425416 | 0.992486477 | 0.990316689 | 0.988406837 | 0.986731946 | 0.985628724 | 0.984399319 | 0.9842695 | 0.984422266 | 0.984230042 | 0.984578907 | 0.985291421 | 0.985714614 | 0.986930668 | 0.987967253 | 0.988017559 | 0.993207693 | 0.996259212 | 0.998740733 | 1.000781059 | 1.00206399 | 1.00294435 | 1.002893448 | 1.002812505 | 1.002692223 | 1.002737164 | 1.002108574 | 0.999498428 | 1.001865864 | 1.002409101 | 1.000918031 | 0.999880075 | 0.998821199 | 0.999498428 | 0.999498428 | 0.999498428 | 1.003024817 | 1.001057506 | 0.999547184 | 0.998159111 | 0.99700135 | 0.995600224 | 0.994643867 | 0.994223297 | 0.994077027 | 0.993781805 | 0.993070662 | 0.992123067 | 0.991625667 | 0.992018878 | 0.992529094 | 0.991296768 | 0.995307267 | 0.996758938 | 0.998678207 | 1.000561357 | 1.002339125 | 1.004440427 | 1.006532788 | 1.008719921 | 1.009773016 | 1.009756446 | 1.009964824 | 1.010210991 | 1.01032567 | 1.010024309 | 1.010125279 | 1.010398984 | 1.00977242 | 1.007160187 | 1.008442402 | 1.007163882 | 1.005362749 | 1.004039764 | 1.002483487 | 1.000845551 | 0.99894762 | 0.997521162 | 0.995193243 | 0.994660079 | 0.994138539 | 0.993772268 | 0.993010044 | 0.992063701 | 0.991641521 | 0.991366088 | 0.990852177 | 0.991002858 | 0.992943048 | 0.99392283 | 0.994943082 | 0.995727539 | 0.997231781 | 0.998818457 | 1.000263214 | 1.00190115 | 1.003110886 | 1.003556728 | 1.003317118 | 1.004270196 | 1.004277825 | 1.004309297 | 1.004545689 | 1.004924774 | 1.003249884 | 1.005924702 | 1.00612402 | 1.006286025 | 1.00637877 | 1.006067634 | 1.005706191 | 1.004545569 | 1.00352037 | 1.00184536 | 0.999946594 | 0.998296201 | 0.996850967 | 0.995971978 | 0.995007455 | 0.994765103 | 0.994686544 | 0.994091928 | 0.991521776 | 0.993207872 | 0.992664278 | 0.992031276 | 0.991011024 | 0.990315557 | 0.989985466 | 0.989728689 | 0.989792049 | 0.990368187 | 0.991690516 | 0.993025064 | 0.994736016 | 0.99657011 | 0.998493373 | 1.000180125 | 1.001886964 | 1.00332737 | 1.001544118 | 1.004219174 | 1.004848599 | 1.004487872 | 1.004484534 | 1.003995895 | 1.004155993 | 1.004048347 | 1.004085422 | 1.003384471 | 1.002732158 | 1.001920581 | 1.001034617 | 1.000151038 | 0.998876393 | 0.997954071 | 0.997131586 | 0.99612695 | 0.993045986 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.988019764 | 0.988071203 | 0.98875922 | 0.988842189 | 0.989467323 | 0.990383208 | 0.991711736 | 0.993470728 | 0.995715022 | 0.998042881 | 1.000159621 | 1.002281427 | 1.001785636 | 1.006010413 | 1.007972598 | 1.00914371 | 1.010039449 | 1.010562658 | 1.010840774 | 1.010527253 | 1.009857535 | 1.009749174 | 1.009239912 | 1.008862019 | 1.008707404 | 1.008021712 | 1.007010698 | 1.006498694 | 1.006042242 | 1.004693151 | 1.001828671 | 1.002529263 | 1.001196146 | 0.999444664 | 0.99762553 | 0.996372044 | 0.994687259 | 0.993734181 | 0.992949963 | 0.992554784 | 0.992862642 | 0.993460357 | 0.994256735 | 0.995658278 | 0.997602463 | 1.000032783 | 1.002542734 | 1.004986525 | 1.005530477 | 1.010392904 | 1.012965798 | 1.015395284 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.995774388 | 0.997519195 | 0.999884486 | 1.000812054 | 1.001716971 | 1.002342463 | 1.002850652 | 1.003084064 | 1.003428578 | 1.002462864 | 1.004262328 | 1.002938867 | 1.003426313 | 1.002616405 | 1.001644254 | 1.000160933 | 0.9992733 | 0.997583866 | 0.996234298 | 0.99483633 | 0.995033622 | 0.994328678 | 0.994635105 | 0.993784904 | 0.994206607 | 0.99357003 | 0.992062151 | 0.994348824 | 0.995127201 | 0.996191204 | 0.997496128 | 0.998889625 | 0.999638081 | 1.001089811 | 1.002459526 | 1.002441764 | 1.003028393 | 1.004711866 | 1.005487084 | 1.005871534 | 1.005844712 | 1.004596591 | 1.00460434 | 1.00266695 | 0.999629498 | 1.002718687 | 1.00349319 | 1.00298655 | 1.002773523 | 1.002267241 | 1.002465844 | 1.002995729 | 1.002032638 | 1.001311421 | 1.000597 | 0.999148607 | 0.999010324 | 0.998043358 | 0.998394191 | 0.99816227 | 0.998301804 | 0.997878969 | 0.997100353 | 0.999498428 | 0.993821502 | 0.994054854 | 0.996516287 | 0.998407364 | 0.999602616 | 1.000778556 | 1.001248956 | 1.00183022 | 1.002212644 | 1.002493262 | 1.002655625 | 1.002862573 | 1.003706574 | 1.004944563 | 1.003364086 | 1.002743602 | 0.99935317 | 1.000620365 | 0.999283493 | 0.998264611 | 0.997877598 | 0.997596145 | 0.997101307 | 0.996311963 | 0.996330798 | 0.997034192 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.998452067 | 0.996270657 | 0.996437311 | 0.996653259 | 0.996104598 | 0.99620074 | 0.99676156 | 0.99728781 | 0.996922672 | 0.998262882 | 0.9990803 | 0.999404013 | 1.000330091 | 1.000519753 | 1.000959754 | 1.001609921 | 1.00229001 | 1.00368917 | 1.002227664 | 1.004849553 | 1.005041242 | 1.004929304 | 1.003951788 | 1.003291488 | 1.002864361 | 1.002069712 | 1.000774026 | 0.999597013 | 0.999599636 | 0.999768734 | 0.999637902 | 0.999951303 | 1.000010133 | 1.000038981 | 0.999725997 | 0.999485731 | 0.997413814 | 0.999539435 | 0.998743057 | 0.998199761 | 0.997964323 | 0.997379661 | 0.997780204 | 0.997281313 | 0.997652292 | 0.997721195 | 0.997577846 | 0.998135507 | 0.999259055 | 1.000869155 | 1.001738429 | 1.002818465 | 1.003677607 | 1.003548265 | 1.001346707 | 1.004090786 | 1.004193425 | 1.003562212 | 1.002782702 | 1.001981378 | 1.001374602 | 0.998620331 | 0.997023523 | 0.995882809 | 0.995075524 | 0.993999422 | 0.993459404 | 0.993467927 | 0.992167711 | 0.993457973 | 0.994127333 | 0.994024634 | 0.993436813 | 0.996821582 | 0.998107195 | 1.000108719 | 1.001124024 | 1.0018543 | 1.00324893 | 1.003469944 | 1.0035851 | 1.003274918 | 1.003231168 | 1.002538681 | 0.999498428 | 0.999498428 | 0.997634113 | 0.997406304 | 0.997639418 | 0.996147454 | 0.999691725 | 1.000839949 | 1.002261043 | 1.00380671 | 1.004782677 | 1.00605166 | 1.006722093 | 1.00718534 | 1.007345915 | 1.007154584 | 1.006432056 | 1.005346894 | 1.003552437 | 1.001808524 | 1.000263929 | 0.999303818 | 0.998772442 | 0.996186733 | 0.997928321 | 0.997750223 | 0.997930288 | 0.998528659 | 0.999340057 | 0.99988842 | 0.999584198 | 0.999502003 | 0.998875439 | 0.99851197 | 0.998196423 | 0.997654676 | 0.997780919 | 0.997895598 | 0.998851001 | 0.999059319 | 0.999515116 | 0.997951806 | 1.000805855 | 1.001193643 | 1.002060294 | 1.002460003 | 1.003646493 | 1.004872918 | 1.005508065 | 1.006297946 | 1.007110596 | 1.007449269 | 1.007090449 | 1.006465554 | 1.005766034 | 1.003926396 | 1.002282977 | 1.001170754 | 0.999567568 | 0.996217549 | 0.99692589 | 0.996434987 | 0.99593389 | 0.995553553 | 0.996276438 | 0.99841249 | 0.999498428 | 1.001467586 | 1.000372767 | 0.999313593 | 0.998291194 | 0.996795833 | 0.99552542 | 0.994916618 | 0.995015383 | 0.995725334 | 0.99414891 | 0.9970209 | 0.996950328 | 0.997084439 | 0.997433186 | 0.997979403 | 0.999194622 | 1.000527859 | 1.001750231 | 1.00290072 | 1.004295468 | 1.005120277 | 1.005503297 | 1.00610137 | 1.00548315 | 1.004969239 | 1.00392139 | 1.003183246 | 0.999216378 | 1.000343204 | 0.998999059 | 0.99822557 | 0.99749583 | 0.997683465 | 0.997869074 | 0.998741567 | 0.999805629 | 1.001165867 | 1.002699018 | 1.003744364 | 1.00434649 | 1.004384756 | 1.003416181 | 1.002606988 | 1.001367331 | 0.999832153 | 0.996946812 | 0.998231709 | 0.99764365 | 0.996805191 | 0.996154726 | 0.995866477 | 0.996195138 | 0.997179508 | 0.999217927 | 0.999890625 | 1.001457691 | 0.999498428 | 1.001816034 | 1.004785061 | 1.006668568 | 1.007251501 | 1.007454276 | 1.006936669 | 1.003411651 | 1.003816962 | 1.002209783 | 1.000864744 | 0.999519765 | 0.999133348 | 0.998097897 | 0.997193754 | 0.997335136 | 0.997259378 | 0.99778235 | 0.998797059 | 0.999603093 | 1.000733733 | 1.000887394 | 1.001517296 | 1.001480103 | 1.001086235 | 0.999979794 | 1.000904083 | 1.000302911 | 0.999230146 | 0.998522162 | 0.997937143 | 0.996690392 | 0.995991409 | 0.995580196 | 0.995833099 | 0.996310234 | 0.997498274 | 0.99930501 | 1.001676917 | 1.003351092 | 1.004881382 | 1.006228685 | 1.004794359 | 1.006516099 | 1.006078005 | 1.005277514 | 1.003823876 | 1.002497673 | 1.001205444 | 0.999717057 | 0.998250484 | 0.997239292 | 0.996644199 | 0.996362388 | 0.996212661 | 0.99632287 | 0.996561408 | 0.997433603 | 0.998743057 | 0.999517143 | 0.998391807 | 1.001390815 | 1.001323819 | 1.001344919 | 1.00151217 | 1.001674533 | 1.001927257 | 1.001927137 | 1.001574755 | 0.999498428 | 1.000172973 | 1.000116825 | 0.99975425 | 0.999482214 | 0.999331951 | 0.999534786 | 0.999686658 | 0.999891281 | 0.997770548 | 1.000944495 | 1.000942349 | 1.000615954 | 1.001008868 | 1.001306534 | 1.000983834 | 1.000784993 | 1.000899434 | 1.000236869 | 0.999865711 | 1.00025785 | 0.999796689 | 0.999947369 | 0.999674499 | 0.999429941 | 0.998855114 | 0.998819649 | 0.997107565 | 0.999661386 | 1.00023818 | 0.999431968 | 0.999515533 | 0.999091685 | 0.999385118 | 0.999191999 | 1.000123858 | 1.000115395 | 1.00097239 | 1.001399875 | 1.001204848 | 1.000993371 | 1.000749111 | 1.000423312 | 1.000166893 | 0.997372806 | 0.999815464 | 1.000031352 | 0.999684989 | 0.999597371 | 0.99939847 | 0.999658406 | 0.999843836 | 1.00019598 | 1.000205874 | 1.000707984 | 1.000578046 | 1.000218391 | 1.000748873 | 0.999497473 | 0.998807371 | 0.998260975 | 0.998380005 | 0.996053994 | 0.998840034 | 0.998571932 | 0.998890162 | 0.999246061 | 0.998993218 | 0.998544395 | 0.998323917 | 0.998351753 | 0.998585641 | 0.9991377 | 0.999749362 | 1.001088738 | 1.001946807 | 1.003190398 | 1.003818512 | 1.004271865 | 1.004362941 | 1.001633048 | 1.003486633 | 1.0022223 | 1.001552224 | 1.000842094 | 1.000631809 | 0.999865949 | 0.999698937 | 0.999624491 | 0.999528825 | 0.999495387 | 0.999254644 | 1.000026345 | 1.000829101 | 1.001181364 | 1.001168132 | 1.000787854 | 1.000391245 | 0.998305619 | 1.000492811 | 1.000323772 | 1.000271559 | 1.000079155 | 0.999692857 | 0.999661863 | 0.998824775 | 0.998301804 | 0.997551441 | 0.996920884 | 0.996592522 | 0.997276962 | 0.99738276 | 0.997700155 | 0.998294353 | 0.999006808 | 0.998323679 | 1.001359582 | 1.002860188 | 1.003167748 | 1.002909541 | 0.999498428 | 0.998833179 | 1.000643015 | 1.001424432 | 1.001580119 | 1.001269937 | 1.000372648 | 0.999475658 | 0.999174476 | 0.998727858 | 0.998433292 | 0.998062134 | 0.998770416 | 0.99739784 | 0.999692619 | 1.000587106 | 1.000570059 | 1.000767231 | 1.001296163 | 1.00163722 | 1.001423001 | 1.001110673 | 1.000748634 | 1.000411391 | 1.000019193 | 0.999230325 | 0.998347104 | 0.997880459 | 0.997610152 | 0.997925222 | 0.998726189 | 0.997567415 | 1.000318766 | 1.001395106 | 1.002226114 | 1.002744794 | 1.003247738 | 1.003156304 | 1.002309322 | 1.001352429 | 1.00084877 | 1.000540137 | 1.000634789 | 1.000139594 | 0.999520838 | 0.998906076 | 0.998576939 | 0.998345673 | 0.998823404 | 0.996940315 | 0.998823345 | 0.998990178 | 0.999319136 | 1.000066161 | 1.00091207 | 1.001660943 | 1.001739383 | 1.001888514 | 1.001424789 | 1.000648856 | 1.000221968 | 0.999961555 | 0.999498428 | 0.993767798 | 0.993118107 | 0.992279828 | 0.99189657 | 0.991694331 | 0.993837416 | 0.994988918 | 0.996633708 | 0.998025715 | 0.999639571 | 1.000942349 | 1.002143979 | 1.002652168 | 1.003250122 | 1.002679467 | 1.002350211 | 1.001917481 | 1.00148201 | 1.001302958 | 1.000845551 | 0.999904037 | 0.996807277 | 0.998623312 | 0.998596191 | 0.998351216 | 0.998536885 | 0.998752296 | 0.999846935 | 1.00015223 | 1.000836253 | 1.001667738 | 1.002393603 | 1.002752542 | 1.003015637 | 1.002319217 | 1.001255751 | 0.99976939 | 0.998130858 | 0.996208847 | 0.99248147 | 0.993265331 | 0.992704988 | 0.992473125 | 0.992932558 | 0.994163096 | 0.9954651 | 0.996892691 | 0.998446524 | 1.000056386 | 1.001449823 | 1.002262473 | 1.002741933 | 1.002457142 | 1.00219357 | 1.001854062 | 1.001777291 | 1.001692653 | 0.999699771 | 1.00204289 | 1.001872659 | 1.001806378 | 0.999498428 | 1.000617504 | 1.0008111 | 1.000705361 | 1.000763774 | 1.000870943 | 1.001660705 | 1.00239265 | 1.002904773 | 1.003376126 | 1.003657818 | 1.002865672 | 1.001846671 | 0.999633491 | 0.994868875 | 0.99468565 | 0.992077112 | 0.989532053 | 0.987818539 | 0.986187279 | 0.985680699 | 0.985339463 | 0.985927582 | 0.987755775 | 0.990290463 | 0.993139088 | 0.995869637 | 0.998772562 | 1.000662327 | 1.002568841 | 1.00372076 | 1.002355695 | 1.004828811 | 1.005016208 | 1.004827857 | 1.004324794 | 1.003907204 | 1.00289166 | 1.001676202 | 1.000316858 | 0.99929899 | 0.99902159 | 0.999156237 | 0.999494374 | 0.999868929 | 1.000235558 | 1.000984788 | 1.001436472 | 1.001904964 | 0.999351442 | 1.001271248 | 1.000535965 | 0.999483407 | 0.997716546 | 0.995231569 | 0.99310708 | 0.991102636 | 0.989818633 | 0.988750994 | 0.988665938 | 0.999498428 | 0.99013108 | 0.990575254 | 0.991269708 | 0.993246078 | 0.994639695 | 0.996073425 | 0.994440019 | 0.997352421 | 0.997549832 | 0.998240769 | 0.9995597 | 1.000701427 | 1.001631856 | 1.002224803 | 1.002279639 | 1.002022505 | 1.001762748 | 1.001210928 | 1.000375032 | 0.999434888 | 0.998501003 | 0.998171568 | 0.997644246 | 0.997536182 | 0.995033443 | 0.997667789 | 0.998585165 | 0.998916328 | 0.999838531 | 1.00052464 | 1.000182867 | 1.000225425 | 0.999269307 | 0.998175502 | 0.997143626 | 0.996606648 | 0.995990038 | 0.995234191 | 0.995681763 | 0.996364295 | 0.998672545 | 0.99734354 | 1.000404477 | 1.001839042 | 1.002716422 | 1.003633499 | 1.004055142 | 1.004251957 | 1.004233956 | 1.003862858 | 1.003643155 | 1.004042864 | 1.004369617 | 1.005021334 | 1.005077958 | 1.005069256 | 1.004944324 | 1.004092216 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999947965 | 1.000179887 | 1.000562787 | 1.001179218 | 1.00180912 | 1.001444697 | 1.001159668 | 0.998879492 | 0.999640763 | 0.998947799 | 0.997930944 | 0.996968567 | 0.996263862 | 0.996323407 | 0.996560872 | 0.997517169 | 0.998416364 | 0.999700546 | 1.000434875 | 1.001202106 | 1.001809478 | 1.002468228 | 1.002718091 | 1.002594709 | 1.0014956 | 1.000091434 | 1.00097096 | 0.999910116 | 0.999394774 | 0.999254465 | 0.999242544 | 0.999222159 | 0.999784231 | 0.999842525 | 1.000416398 | 1.00028944 | 1.001093149 | 1.001361251 | 1.001655459 | 1.001979947 | 1.001514435 | 1.001299858 | 0.99955374 | 1.001454711 | 1.00156045 | 1.001449943 | 1.000881076 | 0.999870002 | 0.99903053 | 0.997829437 | 0.996762097 | 0.996207952 | 0.99920696 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.994920075 | 0.997896373 | 1.000601888 | 0.99939853 | 1.002094269 | 1.001102686 | 0.999357402 | 0.998309433 | 0.996689856 | 0.995417893 | 0.995134056 | 0.994767427 | 0.994706154 | 0.995880902 | 0.996980906 | 0.99820137 | 0.999424934 | 1.000582814 | 1.001341343 | 1.002654076 | 1.003287077 | 1.001150966 | 1.003777504 | 1.004239321 | 1.004281402 | 1.004755974 | 1.004834056 | 1.004580975 | 1.003105521 | 1.001615286 | 0.999733031 | 0.998310387 | 0.99688381 | 0.995620906 | 0.994985819 | 0.99464798 | 0.995292664 | 0.996394634 | 0.997349262 | 0.995937824 | 0.998571336 | 0.99974364 | 1.000402331 | 1.000617862 | 1.000791788 | 1.00051868 | 0.999638379 | 0.998846054 | 0.99822253 | 0.997679949 | 0.997462273 | 0.997491419 | 0.997597218 | 0.998212636 | 0.999127567 | 1.000339031 | 0.99963516 | 1.00246954 | 1.003305793 | 1.003582954 | 1.004243016 | 1.004808307 | 1.004865885 | 1.005068302 | 1.004294515 | 1.004190564 | 1.003713965 | 1.00264895 | 1.000738859 | 0.999242783 | 0.997268021 | 0.995774567 | 0.994397879 | 0.994039834 | 0.991903841 | 0.995380938 | 0.997071564 | 0.99849546 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.99791038 | 0.998246312 | 0.997009933 | 0.999875247 | 1.001121879 | 1.002519965 | 1.003220677 | 1.003794551 | 1.004307985 | 1.004506111 | 1.004828095 | 1.004866242 | 1.004648089 | 1.004717231 | 1.004337072 | 1.003804207 | 1.002668142 | 1.001072049 | 0.999803782 | 0.997726917 | 0.993906856 | 0.994751632 | 0.993739843 | 0.99271971 | 0.992688298 | 0.992883384 | 0.993843257 | 0.995055079 | 0.996886611 | 0.998310089 | 0.999290466 | 1.000041485 | 1.000174522 | 1.000328779 | 0.999735475 | 0.998773634 | 0.997721016 | 0.99513191 | 0.996451437 | 0.996851861 | 0.997457743 | 0.998364627 | 1.00013864 | 1.001493573 | 1.003371716 | 1.004906297 | 1.006119967 | 1.006721854 | 1.00707829 | 1.006954193 | 1.006514311 | 1.005880952 | 1.005377054 | 1.005090833 | 1.004150629 | 1.000669837 | 1.00175035 | 1.000171304 | 0.998901606 | 0.997380674 | 0.995696068 | 0.994726539 | 0.994127095 | 0.994235337 | 0.994939983 | 0.995461941 | 0.996906936 | 0.998815835 | 1.000292182 | 1.001813293 | 1.002822876 | 1.003065467 | 1.003040552 | 0.999498428 | 0.998110414 | 0.996874392 | 0.996354759 | 0.995675027 | 0.995400727 | 0.995807469 | 0.996943593 | 0.997889996 | 0.999423504 | 1.000997424 | 1.002475977 | 1.00323081 | 1.003929019 | 1.004274726 | 1.00440824 | 1.004338741 | 1.003751636 | 1.001029611 | 1.002467513 | 1.001816511 | 1.000728846 | 0.99946475 | 0.998162389 | 0.996835649 | 0.995708525 | 0.994694769 | 0.994498789 | 0.994587481 | 0.995271325 | 0.996069252 | 0.997091055 | 0.998702347 | 1.000100136 | 1.001274943 | 1.001780987 | 1.001775384 | 1.003463149 | 1.002079606 | 1.001106501 | 0.999916852 | 0.998389065 | 0.997873485 | 0.997720659 | 0.99804759 | 0.998833716 | 0.999811113 | 1.00059998 | 1.001726627 | 1.002519727 | 1.003249288 | 1.003884554 | 1.004010797 | 1.0010041 | 1.002330661 | 1.001259208 | 1.00042522 | 0.999593675 | 0.999103606 | 0.998392463 | 0.998127759 | 0.997474313 | 0.997104645 | 0.99666363 | 0.996331692 | 0.996409237 | 0.997277796 | 0.997932613 | 0.998672664 | 0.999701202 | 1.000649452 | 0.999185622 | 1.002554536 | 1.003448486 | 1.004035354 | 1.004514098 | 1.004136086 | 1.0034585 | 1.002102971 | 1.000934482 | 1.00015974 | 0.999766529 | 0.998980761 | 0.998292744 | 0.999498428 | 0.999102712 | 1.000195861 | 1.001177907 | 1.002109051 | 1.000702262 | 1.002927542 | 1.002255321 | 1.001163602 | 1.000097632 | 0.999040425 | 0.99797976 | 0.996204674 | 0.996013701 | 0.995599747 | 0.995674789 | 0.995744288 | 0.996094823 | 0.996333599 | 0.996965766 | 0.997808039 | 0.998049736 | 0.998560846 | 0.997204006 | 0.999724686 | 1.000518799 | 1.001499534 | 1.002265811 | 1.003319144 | 1.00423038 | 1.004452229 | 1.004502416 | 1.003807664 | 1.00255394 | 1.001703978 | 1.000664949 | 0.999826372 | 0.999008477 | 0.999498428 | 0.996613801 | 0.996278584 | 1.000798225 | 1.002346396 | 1.003008127 | 1.003661752 | 1.003502965 | 1.002534628 | 1.001257181 | 0.999673128 | 0.997471809 | 0.995847225 | 0.994497895 | 0.993283451 | 0.992604315 | 0.992250741 | 0.992081821 | 0.991655529 | 0.992371738 | 0.991234601 | 0.995390415 | 0.997435927 | 0.999469995 | 1.001142144 | 1.00188601 | 1.003418088 | 1.004597187 | 1.005656242 | 1.006440878 | 1.00680232 | 1.007161617 | 1.006861329 | 1.006408811 | 1.005688906 | 1.00416553 | 1.003195047 | 1.002221465 | 0.998911381 | 1.000639915 | 1.000462413 | 1.000072122 | 1.000553489 | 1.000441313 | 1.000665069 | 0.999837577 | 0.999006093 | 0.998277307 | 0.996982515 | 0.995448172 | 0.994395494 | 0.993747532 | 0.992638707 | 0.992281318 | 0.992556751 | 0.993394077 | 0.99116236 | 0.994153798 | 0.994715035 | 0.995904088 | 0.99731344 | 0.99905628 | 0.999498428 | 1.002975702 | 1.002736688 | 1.002462029 | 1.003278375 | 1.004360318 | 1.006163478 | 1.006935716 | 1.006714702 | 1.00730443 | 1.007636547 | 1.006257892 | 1.006893516 | 1.007437468 | 1.007397056 | 1.007230163 | 1.006455779 | 1.005584121 | 1.004803419 | 1.003758788 | 1.002136588 | 1.0013448 | 0.999898374 | 0.99738735 | 0.995626807 | 0.993540823 | 0.992412269 | 0.991271317 | 0.991353095 | 0.989003241 | 0.991230547 | 0.99191612 | 0.992467284 | 0.993501484 | 0.994550347 | 0.99458313 | 0.995257974 | 0.99653244 | 0.996214688 | 0.99708426 | 0.997670829 | 0.997998893 | 0.998816729 | 0.999459147 | 1.000461459 | 1.001237392 | 1.001500726 | 1.000153422 | 1.001943588 | 1.002629876 | 1.003837347 | 1.003540754 | 1.004697084 | 1.005409122 | 1.005957127 | 1.005587816 | 1.005443454 | 1.004663467 | 1.003784537 | 1.002920389 | 1.00167346 | 1.000247478 | 0.999228597 | 0.998731375 | 0.997680604 | 0.999498428 | 0.995852768 | 0.995188057 | 0.995862246 | 0.996596217 | 0.998015583 | 0.998988211 | 0.999220073 | 0.999691963 | 1.000302315 | 1.000603199 | 1.00105381 | 1.001517534 | 1.001459241 | 1.000972271 | 1.000824928 | 1.001348972 | 1.000705123 | 0.999567807 | 1.000847816 | 1.000627398 | 1.000667214 | 1.00092411 | 1.001339912 | 1.002218127 | 1.002750874 | 1.003090382 | 1.003447652 | 1.003604054 | 1.003324509 | 1.003217816 | 1.002913475 | 1.002408862 | 1.001315713 | 1.000477791 | 0.997145593 | 0.997915566 | 0.996530175 | 0.995926857 | 0.994781196 | 0.993943691 | 0.993444622 | 0.992994308 | 0.993116856 | 0.992832184 | 0.993912637 | 0.995124102 | 0.996617317 | 0.997746408 | 0.998866737 | 0.999251127 | 0.99973613 | 1.000029087 | 0.997318923 | 0.99881804 | 0.999004841 | 0.99896127 | 0.998398006 | 0.998725116 | 0.999067008 | 1.000075936 | 1.00053668 | 0.999498428 | 0.994481623 | 0.999339879 | 1.002772927 | 1.004177213 | 1.004657388 | 1.004939556 | 1.005012512 | 1.006465077 | 1.004194736 | 1.005311489 | 1.00440371 | 1.002545595 | 1.000284076 | 0.997568607 | 0.99523735 | 0.99396193 | 0.993124008 | 0.992448866 | 0.991413176 | 0.991516888 | 0.991152585 | 0.992275476 | 0.992842138 | 0.993757427 | 0.994922578 | 0.995914638 | 0.993986487 | 0.996514857 | 0.996272802 | 0.997001886 | 0.99723649 | 0.997439384 | 0.9985708 | 0.999352634 | 1.001390457 | 1.002868295 | 1.004582286 | 1.007001519 | 1.008253336 | 1.009663701 | 1.010634899 | 1.011873126 | 1.011183023 | 1.008350253 | 1.009384155 | 1.00862515 | 1.006902814 | 1.005723238 | 1.004034519 | 1.002912045 | 1.000836253 | 0.999054432 | 0.996543586 | 0.994041979 | 0.992229462 | 0.989860535 | 0.988187611 | 0.988067091 | 0.987637818 | 0.988444507 | 0.989677846 | 0.988615751 | 0.992305636 | 0.999498428 | 0.991178513 | 0.993987143 | 0.996072292 | 0.997123241 | 0.9986763 | 0.999452829 | 1.000590324 | 1.002139807 | 1.003220797 | 1.004524946 | 1.005833983 | 1.007409811 | 1.008309364 | 1.007790327 | 1.007937312 | 1.00560236 | 1.007557988 | 1.006826878 | 1.006497741 | 1.005881071 | 1.00509429 | 1.004249215 | 1.003358722 | 1.002066255 | 1.000284553 | 0.998478711 | 0.995962799 | 0.993675053 | 0.991521597 | 0.989683092 | 0.989009142 | 0.989417553 | 0.989947677 | 0.989495099 | 0.993993938 | 0.995275259 | 0.997292042 | 0.99795562 | 0.998321533 | 0.999356568 | 1.00065434 | 1.000610113 | 1.000841618 | 1.000009537 | 1.000099421 | 0.999918938 | 1.000609398 | 1.000560045 | 1.000618935 | 1.001233697 | 0.99985522 | 1.000981331 | 1.002215743 | 1.002165079 | 1.001238823 | 1.000998378 | 1.000804901 | 1.001159906 | 1.001636147 | 1.002714276 | 1.001729846 | 0.999498428 | 1.011301398 | 1.00722158 | 1.002546191 | 0.999366462 | 0.997396231 | 0.995503128 | 0.991948843 | 0.991831958 | 0.991101325 | 0.990873635 | 0.991954803 | 0.993696868 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 1.001927972 | 0.999909163 | 0.997370422 | 0.996162593 | 0.995185137 | 0.995436013 | 0.996077836 | 0.995023072 | 0.997220516 | 0.998326302 | 0.999400854 | 1.000738382 | 1.001845717 | 1.002329469 | 1.002936363 | 1.003033161 | 1.003128767 | 1.002925038 | 1.002460599 | 1.003278613 | 1.002605319 | 1.001453042 | 1.001437068 | 1.000337601 | 0.999657035 | 0.996541381 | 0.998116791 | 0.997212052 | 0.997112453 | 0.996467054 | 0.997243702 | 0.998010457 | 0.999078095 | 1.00049603 | 1.000791192 | 1.001361132 | 1.001663566 | 1.000935078 | 0.999274373 | 0.998298943 | 0.997308433 | 0.997556627 | 0.996539831 | 0.996891022 | 0.999610364 | 1.000099659 | 1.001854062 | 1.003362536 | 1.004236102 | 1.005827785 | 1.006448388 | 1.006430149 | 0.999498428 | 1.000784159 | 1.000613689 | 1.001677752 | 1.003024936 | 1.004122138 | 1.004715562 | 1.004405856 | 1.001953959 | 1.003844738 | 1.003476739 | 1.002397656 | 1.001466036 | 1.000308275 | 0.999726593 | 0.999340057 | 0.999044716 | 0.998790205 | 0.998846829 | 0.998506069 | 0.998245716 | 0.99782753 | 0.997060418 | 0.995895684 | 0.994530261 | 0.993391991 | 0.989783704 | 0.990898848 | 0.9903633 | 0.99056983 | 0.991286755 | 0.992387116 | 0.993862987 | 0.995663941 | 0.997649968 | 0.999673843 | 1.001039505 | 0.999498428 | 0.999498428 | 0.999498428 | 1.004513264 | 1.004577398 | 1.004637599 | 1.004395366 | 1.001985192 | 1.0040797 | 0.999498428 | 1.002962589 | 1.003118157 | 1.002828479 | 1.002206922 | 1.00184679 | 1.001810074 | 1.001840949 | 1.002165079 | 0.999498428 | 1.00444901 | 1.005540729 | 1.004115582 | 1.002373099 | 1.000881672 | 0.999283314 | 0.995503306 | 0.996430457 | 0.994930804 | 0.994048834 | 0.993519306 | 0.993602753 | 0.994108856 | 0.994447947 | 0.995026827 | 0.996064007 | 0.997002661 | 0.998767853 | 0.999910653 | 1.000404716 | 1.000953913 | 1.001410842 | 1.001899362 | 1.000045538 | 1.003005385 | 1.003353596 | 1.003387332 | 1.003401756 | 1.003605604 | 1.003949881 | 1.004398346 | 1.004826188 | 1.004942656 | 1.004611492 | 1.004960656 | 1.004986763 | 1.004920602 | 1.005179405 | 1.005424619 | 1.005580068 | 1.005565286 | 1.003161073 | 1.005034924 | 1.003882527 | 1.002545118 | 1.000570774 | 0.999060571 | 0.996902168 | 0.995051146 | 0.993282557 | 0.991681874 | 0.990894556 | 0.990893304 | 0.990826488 | 0.991021335 | 0.999498428 | 0.998151839 | 0.999617994 | 0.998583794 | 0.995065331 | 0.996811688 | 0.99665457 | 0.996375799 | 0.995405436 | 0.995236278 | 0.994941652 | 0.994446754 | 0.994282544 | 0.99406755 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 1.005347729 | 1.008129835 | 1.007925272 | 1.007776022 | 1.007750034 | 1.006899714 | 1.005613685 | 1.003831148 | 1.002215862 | 1.000574708 | 0.999029219 | 0.99765414 | 0.996046662 | 0.994968355 | 0.9944309 | 0.994767249 | 0.99491328 | 0.994364381 | 0.996491134 | 0.999168873 | 0.999748707 | 1.001230001 | 1.001954198 | 1.001549006 | 1.0009377 | 1.000097871 | 0.999531746 | 0.999048769 | 0.998754799 | 0.998788059 | 0.99891156 | 0.998946965 | 0.999696314 | 1.000852466 | 1.001081347 | 0.989536107 | 0.993490279 | 0.997750282 | 1.001174092 | 1.003015399 | 1.003871918 | 1.004699826 | 1.004612565 | 1.004077315 | 1.001877904 | 0.99960649 | 0.996786892 | 0.994028568 | 0.992158949 | 0.990244925 | 0.988732994 | 0.987968206 | 0.987919509 | 0.987985373 | 0.990507901 | 0.993140519 | 0.99601078 | 0.998942196 | 1.001598954 | 1.003889441 | 1.005625844 | 1.006558657 | 1.006060719 | 1.005161881 | 1.003926992 | 1.003337383 | 1.002969384 | 1.002484918 | 1.001605988 | 1.000983596 | 1.000136614 | 0.997403502 | 0.999900877 | 0.999766171 | 0.99968797 | 1.000098467 | 1.000310063 | 1.000496387 | 1.00156939 | 1.002783656 | 1.003857255 | 1.004732847 | 1.00453341 | 1.003919721 | 1.002598643 | 1.001142383 | 0.99896723 | 0.996214926 | 0.993695319 | 0.990425825 | 0.992276371 | 0.992853642 | 0.993938386 | 0.995461166 | 0.997022331 | 0.998354137 | 1.000498176 | 1.002150178 | 1.00317812 | 1.003954053 | 0.999498428 | 0.998674989 | 0.996996164 | 0.999123573 | 1.000423312 | 1.001166344 | 0.998599052 | 1.00130713 | 1.00100553 | 1.00055182 | 0.999656975 | 0.998409271 | 0.997409344 | 0.997487128 | 0.997790039 | 0.998122454 | 0.999156237 | 1.000405669 | 1.001629949 | 1.003642559 | 1.005352974 | 1.005847573 | 1.005260944 | 1.003284097 | 0.997837543 | 0.997214377 | 0.994226158 | 0.991677344 | 0.990153313 | 0.989815772 | 0.989851356 | 0.991826355 | 0.99416703 | 0.996900678 | 0.99950254 | 1.00160563 | 1.00293386 | 1.004753947 | 1.005660772 | 1.006100297 | 1.00647366 | 1.006271482 | 1.003288865 | 1.005107045 | 1.004716992 | 1.003823876 | 1.002574801 | 1.000627875 | 0.998781979 | 0.9976722 | 0.996688068 | 0.995963156 | 0.995560408 | 0.995823205 | 0.9958601 | 0.997827888 | 0.999939919 | 1.001751304 | 1.002624393 | 1.003002405 | 0.999498428 | 1.004912734 | 1.000971317 | 0.997182846 | 0.994319856 | 0.991663218 | 0.989624619 | 0.98867321 | 0.988968492 | 0.989711761 | 0.991130471 | 0.993246973 | 0.996034563 | 0.999475658 | 1.002103686 | 1.004504204 | 1.00566566 | 1.004238605 | 1.006716371 | 1.006814837 | 1.006921172 | 1.006443143 | 1.005857348 | 1.005378246 | 1.005086541 | 1.004720569 | 1.00359869 | 1.002840161 | 1.001313686 | 0.999809802 | 0.998601913 | 0.997740924 | 0.997306287 | 0.997791946 | 0.998550892 | 0.996948659 | 0.999876618 | 1.000481844 | 1.0008955 | 1.000458717 | 0.999438524 | 0.998016953 | 0.995788753 | 0.993429482 | 0.991408229 | 0.990144074 | 0.989734173 | 0.989868701 | 0.991464376 | 0.992835462 | 0.995615542 | 0.998295009 | 1.000488043 | 1.000083447 | 1.002844214 | 1.003145576 | 1.003359914 | 0.999498428 | 1.011220217 | 1.013451099 | 1.014890671 | 1.01501894 | 1.014051914 | 1.012545705 | 1.010971189 | 1.009275794 | 1.007091045 | 1.004955888 | 1.003455281 | 1.001865387 | 1.0008533 | 0.997294128 | 0.998795271 | 0.998739064 | 0.99896574 | 0.999412537 | 1.000314355 | 1.000266671 | 1.000414968 | 1.000425577 | 1.000276685 | 0.999480963 | 0.999301672 | 0.999311626 | 0.99947691 | 1.000112057 | 1.001072288 | 1.002480268 | 1.003883481 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999654591 | 0.996856511 | 0.994213462 | 0.991974652 | 0.987118483 | 0.986644685 | 0.985596418 | 0.98565799 | 0.985500157 | 0.985455751 | 0.985436559 | 0.98518312 | 0.985177338 | 0.986051321 | 0.986251175 | 0.986661732 | 0.987475991 | 0.98702538 | 0.999498428 | 0.999498428 | 1.004900455 | 1.000043392 | 0.995420933 | 0.997897208 | 0.998527467 | 1.000022769 | 1.002074838 | 1.0039711 | 1.005522728 | 1.006307364 | 1.005828142 | 1.005627155 | 1.005358934 | 1.004299045 | 1.003361702 | 1.002187729 | 1.000624418 | 0.999147594 | 0.998282373 | 0.996526897 | 0.992252052 | 0.99165082 | 0.988488197 | 0.986278713 | 0.984471142 | 0.983612299 | 0.982534587 | 0.982142746 | 0.981812537 | 0.983049572 | 0.985204756 | 0.987264156 | 0.989171326 | 0.990770161 | 0.991578043 | 0.992685616 | 0.994337857 | 0.995256424 | 0.994108558 | 0.997240722 | 0.998027444 | 0.99946022 | 1.001352429 | 1.003793716 | 1.005687594 | 1.007506251 | 1.008778572 | 1.009946227 | 1.011001945 | 1.011637568 | 1.011944175 | 1.011944771 | 1.010900974 | 1.010385036 | 1.009488225 | 1.00644207 | 1.006522775 | 1.003832817 | 1.000845909 | 0.998233497 | 0.996414542 | 0.999498428 | 1.007617831 | 1.000559211 | 0.99478364 | 0.991997778 | 0.990553498 | 0.989623547 | 0.990006924 | 0.99142462 | 0.992934942 | 0.994848311 | 0.996551931 | 0.995833635 | 0.999046504 | 1.00056839 | 1.001428127 | 1.001991868 | 1.002132893 | 1.002201676 | 1.002643585 | 1.004133582 | 1.004633665 | 1.005349755 | 1.006085753 | 1.006165028 | 1.006660104 | 1.007410288 | 1.007570386 | 1.007386923 | 1.006752968 | 1.003749728 | 1.005528927 | 1.004463792 | 1.003286719 | 1.001540303 | 0.999025285 | 0.995617807 | 0.99306035 | 0.991052449 | 0.988426268 | 0.98686105 | 0.985680223 | 0.984425128 | 0.983448803 | 0.983345747 | 0.983887255 | 0.984638393 | 0.986294091 | 0.986598969 | 0.991238534 | 0.993697166 | 0.996308982 | 0.998776674 | 1.000131965 | 1.001561403 | 1.003158212 | 1.004074097 | 1.004884601 | 1.005113244 | 1.005903602 | 1.006773114 | 1.007044911 | 1.007727623 | 1.008082509 | 1.008626819 | 1.006097674 | 1.007220507 | 1.006134391 | 1.004958034 | 1.003592491 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 1.005845308 | 1.00346601 | 1.000820994 | 0.998673797 | 0.997635365 | 0.99666512 | 0.99482888 | 0.994171858 | 0.992126465 | 0.989669561 | 0.992022693 | 0.992610395 | 0.99368 | 0.995078266 | 0.99491483 | 0.996197462 | 0.997451305 | 0.998882473 | 1.000001788 | 1.000481009 | 1.001191974 | 1.002191901 | 1.003285408 | 1.003555417 | 1.00444746 | 1.0032897 | 1.003783822 | 1.004245043 | 1.006783605 | 1.006391048 | 1.005615354 | 1.004476428 | 1.003075361 | 1.001757503 | 1.000205874 | 0.998252094 | 0.996083021 | 0.993415833 | 0.991567373 | 0.990058124 | 0.988951743 | 0.987594843 | 0.987387657 | 0.987883747 | 0.989034593 | 0.989285409 | 0.993045986 | 0.994874716 | 0.995909929 | 0.997276604 | 0.99772501 | 0.999913692 | 1.001512408 | 1.00224638 | 1.002569795 | 1.003239751 | 1.003414035 | 1.004748344 | 1.005010843 | 1.00542748 | 1.006308079 | 1.007083535 | 0.999498428 | 1.011042237 | 1.009289265 | 1.007886529 | 1.006577134 | 1.005657077 | 1.003838539 | 1.001312852 | 0.999614418 | 0.996875703 | 0.994867742 | 0.992439449 | 0.991217911 | 0.990704954 | 0.989573479 | 0.989192009 | 0.990138173 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 1.000764847 | 0.99977392 | 0.997294784 | 0.997157753 | 0.995636284 | 0.994628072 | 0.994707167 | 0.996587217 | 0.998209774 | 0.997543156 | 1.001742721 | 1.002975821 | 1.003058195 | 1.003058791 | 1.002185941 | 1.001401544 | 1.000944138 | 1.000745773 | 1.000022769 | 1.000103354 | 0.999618828 | 0.999806345 | 1.000943542 | 1.001901746 | 1.002043962 | 1.002080917 | 1.002210736 | 0.999733448 | 1.001589417 | 1.001167417 | 1.000997186 | 0.999740601 | 0.998850226 | 0.998129189 | 0.997458518 | 0.999498428 | 0.988885641 | 0.991159737 | 0.992547035 | 0.992580593 | 0.992426574 | 0.992982626 | 0.994552612 | 0.995652318 | 0.997563124 | 0.996933997 | 1.000955224 | 1.003035903 | 1.004635692 | 1.006356597 | 1.00651288 | 1.006651878 | 1.006407261 | 1.00574553 | 1.005323529 | 1.004229069 | 1.00333941 | 1.002948046 | 1.002526283 | 1.002312541 | 1.002705216 | 1.002299428 | 1.000476003 | 1.001801133 | 1.001961589 | 1.001512647 | 1.000669122 | 1.000942588 | 1.000728726 | 1.000554681 | 1.000681281 | 1.000712991 | 0.999378979 | 0.997032225 | 0.995569527 | 0.993499696 | 0.991972625 | 0.990198731 | 0.989651442 | 0.989117563 | 0.987716496 | 0.989874542 | 0.991829336 | 0.993751049 | 0.99633491 | 0.999820769 | 1.003008127 | 1.006217837 | 1.007322192 | 1.007350922 | 1.007531404 | 1.00615418 | 1.005346775 | 1.003550053 | 1.002061963 | 0.99953109 | 0.998159409 | 0.997391403 | 0.994385242 | 0.996448696 | 0.996297061 | 0.99623698 | 0.995634556 | 0.994774163 | 0.993454933 | 0.99221468 | 0.992442012 | 0.999498428 | 0.998351634 | 1.001213908 | 1.003744721 | 1.003757834 | 1.003473878 | 1.002603173 | 1.001428127 | 0.999869585 | 0.996972859 | 0.997554004 | 0.99648571 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 1.001507521 | 1.006277204 | 1.007515907 | 1.008077741 | 1.008310676 | 1.008641243 | 1.009316683 | 1.007907271 | 1.005867124 | 1.002579093 | 0.998457611 | 0.998867571 | 0.997331321 | 0.995709479 | 0.993423879 | 0.991727769 | 0.991564572 | 0.992033899 | 0.993544638 | 0.996146679 | 0.997464895 | 0.997542262 | 0.998354673 | 0.999269485 | 1.00089848 | 1.001891732 | 1.002725124 | 1.002914786 | 1.000921369 | 1.002387881 | 1.001793623 | 1.000738859 | 1.000185251 | 1.000418663 | 0.99992317 | 1.000644088 | 1.001261592 | 1.002203107 | 1.002758622 | 1.00322473 | 1.002746463 | 1.002598166 | 1.002381206 | 1.001777768 | 1.001521826 | 1.000979066 | 0.997299969 | 0.99819237 | 0.997359455 | 0.996350527 | 0.995654047 | 0.99474901 | 0.993705451 | 0.993720531 | 0.994079947 | 0.99457258 | 0.995581269 | 0.99630022 | 0.998608291 | 1.000666142 | 1.00255394 | 1.004741192 | 1.006381512 | 1.006144285 | 1.006257057 | 1.007576942 | 1.007522345 | 1.007015944 | 1.005937696 | 1.004841447 | 1.004006267 | 1.001840711 | 1.000987411 | 0.999498428 | 0.999498428 | 0.995321631 | 0.996796548 | 0.999339879 | 1.000155687 | 1.000239372 | 1.000734925 | 0.998868644 | 1.000857353 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1.004626274 | 1.004498839 | 1.004264832 | 1.004007936 | 1.003654838 | 1.003694892 | 1.003753066 | 1.00353086 | 1.002890229 | 1.001989841 | 1.000379324 | 0.998485208 | 0.996400774 | 0.994342327 | 0.992210925 | 0.988423824 | 0.98969537 | 0.989434063 | 0.989871919 | 0.990972042 | 0.992246211 | 0.993841469 | 0.996134341 | 0.997626007 | 0.998667061 | 0.999189556 | 0.999049962 | 0.999387264 | 0.999517977 | 0.999786377 | 0.999863803 | 1.000445127 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 0.999498428 | 1.002567649 | 1.002233386 | 1.001193523 | 1.000569463 | 1.000623584 | 1.000572085 | 1.000409961 | 1.000285506 | 0.999472439 | 0.999181211 | 1 |
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0.999852657 | 0.999606788 | 0.999694824 | 0.999689102 | 0.999714553 | 0.999608696 | 0.999842167 | 0.999801457 | 0.999831617 | 0.99987793 | 1.000011007 | 1.000167966 | 1.000068784 | 1.000125408 | 1.000062466 | 1.000457883 | 1.000181794 | 1.000151157 | 1.00025332 | 1.000276923 | 1.000105977 | 1.000083089 | 0.999903321 | 0.999912322 | 0.999709487 | 0.999691486 | 0.999913037 | 0.999891698 | 0.999915719 | 0.99983561 | 0.999965131 | 0.999904811 | 0.999686062 | 0.999746799 | 0.999678433 | 0.999637604 | 0.999591172 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000136256 | 0.999848187 | 0.999890625 | 0.999756515 | 1.000035286 | 0.999862492 | 0.99996078 | 1.000005722 | 1.000025868 | 1.00003314 | 1.000060797 | 1.000128746 | 1.000124931 | 1.000241399 | 1.000011563 | 1.000187278 | 1.00027585 | 1.000493169 | 1.000474572 | 1.000553966 | 1.000317335 | 1.000404119 | 1.000176549 | 1.000104904 | 1.000023842 | 0.99995333 | 1.000239611 | 1.000142694 | 1.00010848 | 1.000426292 | 1.000226259 | 0.999987662 | 0.999975204 | 1.000043511 | 0.999894857 | 0.999907792 | 0.999723256 | 0.999836624 | 1.000017643 | 0.999987662 | 0.999950588 | 1.000121951 | 1.000174284 | 1.000007749 | 1.000105143 | 1.000182748 | 1.000155091 | 1.000381351 | 1.00029552 | 1.000166774 | 1.000298262 | 1.000136971 | 1.000108957 | 1.000024319 | 0.999977648 | 0.999738455 | 0.999540627 | 0.999616086 | 0.999489307 | 0.999395132 | 0.999602139 | 0.99963516 | 0.999786556 | 0.99986285 | 0.999932468 | 0.999926031 | 0.999897182 | 0.999865711 | 0.999955475 | 0.999949396 | 1.000049353 | 1.000087261 | 1.000187039 | 1.000304103 | 1.000254869 | 0.999987543 | 1.000026822 | 0.999809444 | 0.999989629 | 0.999934196 | 0.99994123 | 0.999798477 | 0.999718428 | 0.999596953 | 1.000011007 | 1.000011007 | 0.999897182 | 0.999642372 | 0.99982661 | 0.999958098 | 0.999835491 | 0.999982595 | 1.000063539 | 0.999866009 | 0.999964535 | 0.999926329 | 0.999871314 | 0.999896526 | 0.999914765 | 0.999989748 | 1.000146151 | 1.000073314 | 1.000091195 | 1.000144601 | 1.000177383 | 1.000195861 | 1.000274181 | 1.000204921 | 1.000201702 | 1.000245214 | 1.000121832 | 1.000117064 | 1.000043869 | 0.999771535 | 0.999933839 | 0.999987185 | 0.999680638 | 0.999981344 | 1.000193596 | 0.999969482 | 1.00016737 | 1.000093937 | 0.999931157 | 1.000063062 | 0.999996126 | 1.000036716 | 0.999905229 | 0.999827206 | 1.000035167 | 1.00012064 | 1.000032067 | 0.999986291 | 0.999924839 | 1.00001812 | 0.999994755 | 1.00003624 | 1.000017047 | 1.000091195 | 0.9999156 | 0.999891579 | 0.999985814 | 1.000025392 | 1.000144362 | 1.000294328 | 1.000351787 | 1.000176787 | 1.000031948 | 1.000093341 | 0.999817073 | 0.999558449 | 1.000011007 | 1.000040531 | 0.999916077 | 0.99984175 | 0.999974728 | 0.999928534 | 0.999845505 | 0.999812603 | 0.999646664 | 0.99977684 | 1.000008225 | 0.999959111 | 1.00008285 | 1.000290036 | 1.000164032 | 1.000079989 | 1.00005734 | 1.000044823 | 0.999916673 | 0.999937832 | 1.000040054 | 1.00020802 | 0.999866426 | 1.000040054 | 1.000027061 | 1.000213623 | 0.999946654 | 0.999979496 | 1.000150323 | 1.000041127 | 1.000240445 | 1.000388145 | 0.999954402 | 0.999926984 | 0.99990195 | 0.999980152 | 0.999756634 | 0.999839962 | 0.999954224 | 0.999936759 | 0.999851227 | 0.999990106 | 0.99993211 | 1.000220537 | 1.000113845 | 1.000153542 | 1.000246406 | 1.000218034 | 1.000279784 | 1.000181675 | 1.000264406 | 1.000365257 | 0.999955416 | 1.000156403 | 1.000012279 | 1.000054717 | 0.999891996 | 1.000011007 | 1.000624299 | 0.999969065 | 1.0000844 | 1.000044227 | 0.99993372 | 0.99987334 | 0.999807179 | 0.999905527 | 0.999868095 | 0.999807537 | 1.000070453 | 0.99988687 | 1.000080705 | 1.000158191 | 1.000205159 | 1.000401497 | 1.000038028 | 1.000145316 | 1.000113249 | 1.000217319 | 1.000020266 | 0.999950826 | 0.999943078 | 0.999947727 | 0.999786973 | 0.999997735 | 1.00005734 | 0.999951601 | 1.000163436 | 1.00011766 | 1.000196338 | 1.000153422 | 0.999995589 | 1.000145912 | 0.999760151 | 0.999930561 | 0.999567986 | 0.99958533 | 0.999691665 | 0.999873817 | 0.999987721 | 0.999931931 | 1.000231624 | 1.000115991 | 1.000145078 | 1.000253558 | 1.000160575 | 0.999987185 | 1.000161767 | 1.00025022 | 1.000372529 | 1.00043726 | 1.000175595 | 1.000122428 | 1.000249147 | 0.9999277 | 0.999832988 | 0.999870777 | 0.999706686 | 0.999777138 | 0.999839246 | 0.999907196 | 0.999719441 | 0.999885857 | 0.999789536 | 0.999781847 | 0.999659657 | 1.000129461 | 1.000011007 | 1.000263214 | 1.000216126 | 0.999943912 | 0.99966526 | 0.999837875 | 1.000116229 | 0.999728382 | 0.999696553 | 0.999809623 | 0.999525011 | 0.99984169 | 0.999875247 | 0.999936044 | 1.000161648 | 0.999995887 | 0.999716163 | 1.000014424 | 0.999787748 | 0.999839783 | 0.999722064 | 0.999809742 | 0.999364853 | 0.99960196 | 0.999427199 | 0.999143064 | 0.999342442 | 0.999201477 | 0.99932766 | 0.999391973 | 0.999353588 | 0.999575853 | 0.999717057 | 0.999786556 | 0.999980271 | 0.999946117 | 1.000106812 | 1.000337362 | 1.00019896 | 1.000262499 | 1.000210881 | 1.000331879 | 1.000140905 | 1.000277758 | 1.000210285 | 1.00009501 | 1.00003016 | 1.00017488 | 1.000243068 | 1.000362635 | 1.000024915 | 1.000401139 | 1.000328183 | 1.000490069 | 1.000177026 | 1.000292063 | 1.000773072 | 0.999874711 | 0.999758661 | 1.000264525 | 1.000294209 | 1.000345469 | 1.000255704 | 1.000488162 | 1.000272393 | 1.000330448 | 1.000584483 | 1.000406861 | 1.00060451 | 1.000347495 | 1.00021708 | 1.000308871 | 1.000317097 | 1.000267982 | 1.000190139 | 1.000222802 | 1.000415444 | 0.999943376 | 1.000127077 | 1.000033975 | 1.000082135 | 0.999964416 | 0.999715328 | 0.999943554 | 0.999744177 | 0.999673188 | 0.999522269 | 0.999563038 | 0.999714136 | 0.999602556 | 0.999598324 | 0.999351859 | 0.999528289 | 0.999438286 | 0.999764919 | 0.999698162 | 0.999682009 | 0.999697149 | 0.999780476 | 0.999849916 | 1.000017047 | 0.999788582 | 0.999971092 | 0.999972343 | 1.000115275 | 0.999948442 | 1.000003457 | 0.999919355 | 1.000228524 | 1.000126481 | 1.000270724 | 1.00044322 | 1.000180721 | 1.000182867 | 1.000427365 | 1.000189185 | 1.000120521 | 1.000133991 | 1.000372529 | 1.000279665 | 1.000011007 | 1.000023723 | 0.999927819 | 0.999947131 | 0.999944866 | 1.000152588 | 1.000423789 | 1.000309944 | 1.000387549 | 1.00021708 | 1.000261903 | 1.00015831 | 0.999887228 | 0.999759078 | 0.999577522 | 0.999269247 | 0.999562442 | 0.999346077 | 0.999535263 | 0.99965471 | 0.999735773 | 0.999695718 | 0.999897718 | 0.999752045 | 0.999755919 | 0.999735773 | 0.999801338 | 0.999954283 | 1.00008297 | 1.000397086 | 1.00049901 | 1.000586033 | 1.000582457 | 1.000435472 | 1.00032866 | 1.00044322 | 1.000276685 | 1.000196218 | 1.000017047 | 1.000061631 | 1.000113964 | 1.000147939 | 1.000076652 | 1.000162959 | 1.000270844 | 1.00020206 | 0.999870002 | 0.999903023 | 1.000072241 | 1.000051379 | 1.000312209 | 0.999978662 | 0.999981582 | 1.000036955 | 0.999947608 | 1.000219464 | 1.000268459 | 1.000082016 | 0.999899924 | 1.000270009 | 1.000143886 | 1.000189424 | 1.000011007 | 1.000076413 | 0.999809802 | 1.000083566 | 1.000082493 | 0.999887824 | 1.000007629 | 0.999943793 | 1.000064015 | 1.000079155 | 1.000315547 | 1.000270128 | 1.000097394 | 1.00012958 | 1.000068545 | 1.000175357 | 1.000177264 | 1.00021255 | 1.000202775 | 0.999798834 | 0.99981451 | 1.000127316 | 1.00016439 | 1.000085235 | 1.000108838 | 1.000037193 | 0.999875784 | 0.999927878 | 0.999926031 | 0.999803483 | 1.000001073 | 1.00014925 | 1.000087738 | 0.999783814 | 1.000365734 | 1.000383735 | 1.000336647 | 1.000226855 | 0.999942124 | 1.000006676 | 0.99992311 | 1.000268102 | 0.999938667 | 1.000237346 | 1.00000608 | 0.999717951 | 0.99969542 | 0.999808848 | 0.999802172 | 0.999810517 | 0.999804676 | 1.000007987 | 1.00006783 | 1.000193596 | 1.000383615 | 1.000263095 | 1.000374794 | 1.00026536 | 1.000143886 | 1.000042081 | 1.00023675 | 0.999848962 | 1.000011007 | 0.999521315 | 0.999871433 | 0.999976635 | 1.000131607 | 1.000206947 | 1.000201344 | 1.000040531 | 1.000065804 | 1.000022411 | 1.000260115 | 1.000107646 | 1.000273228 | 1.000180244 | 1.000016809 | 0.9996562 | 0.9999336 | 0.999847412 | 0.999890268 | 0.999710023 | 0.999661803 | 0.999948204 | 0.999987781 | 0.999701202 | 0.999804258 | 0.999673605 | 1.000031114 | 0.999866128 | 1.00008595 | 1.00025773 | 0.999980509 | 1.000025511 | 0.999776185 | 0.999919534 | 0.999985218 | 0.999800026 | 1.000067353 | 0.999977648 | 0.999924123 | 0.999813318 | 0.999949276 | 1.000264764 | 1.00021863 | 1.000406384 | 1.000316501 | 1.000405788 | 1.000059724 | 0.999962032 | 1.000049829 | 1.000265002 | 1.000294328 | 1.000068069 | 0.999976754 | 1.000045419 | 1.00062716 | 1.000075698 | 1.000350118 | 1.00013566 | 1.000293255 | 1.000263095 | 1.000011007 | 1.001281977 | 1.001015186 | 1.000945568 | 1.000670314 | 1.00049746 | 1.000139713 | 1.000041604 | 1.000187516 | 0.999724209 | 0.999765158 | 0.99961257 | 0.999588072 | 0.999439955 | 0.999347925 | 0.999069989 | 0.99932003 | 0.99952203 | 0.999581695 | 0.999800384 | 0.999643028 | 0.999851227 | 0.999984741 | 0.999815464 | 1.000020266 | 1.000133395 | 1.000119567 | 1.000257969 | 1.000422359 | 1.000056744 | 1.000106692 | 1.000268936 | 1.000129342 | 1.000056505 | 0.999819279 | 1.000252962 | 0.999993324 | 0.999989867 | 1.000039458 | 1.000108123 | 1.000107169 | 0.999611557 | 0.999937057 | 0.999696732 | 0.999994755 | 0.999953866 | 0.999814689 | 0.99969101 | 1.000054121 | 1.000023961 | 1.000002742 | 1.000246167 | 1.000095725 | 0.999954462 | 1.000052214 | 0.999614537 | 0.99970001 | 0.99981612 | 0.999975443 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000413299 | 0.999976337 | 0.999795198 | 0.999786675 | 0.999860764 | 0.999744594 | 0.999722183 | 0.999800205 | 0.999848843 | 0.999935627 | 1.000100493 | 1.00001812 | 1.000299096 | 1.000297427 | 1.00030148 | 1.000149369 | 1.000036716 | 1.000282645 | 1.000003695 | 0.999975383 | 1.00002861 | 0.999980927 | 1.000003815 | 1.000019312 | 0.999912918 | 1.000260234 | 1.000074506 | 1.000109434 | 1.000175714 | 1.000189424 | 1.000048637 | 0.999974668 | 1.000073671 | 0.99990052 | 1.000016928 | 1.000008702 | 0.999949336 | 1.000026226 | 0.999998093 | 1.000017762 | 1.000308633 | 0.999931812 | 1.000039577 | 1.000056863 | 1.000151753 | 1.00018692 | 0.9998402 | 1.000041008 | 0.999964535 | 1.000033736 | 1.000133157 | 1.000004649 | 0.999510288 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000265718 | 1.000037551 | 0.999724865 | 0.999771595 | 0.999661982 | 0.999814987 | 0.999918818 | 1.00005579 | 0.999985933 | 1.000118852 | 1.000210762 | 1.000088811 | 1.000266552 | 1.000076652 | 1.000196576 | 1.000047922 | 1.000068784 | 1.000020385 | 0.999775171 | 1.000017047 | 0.999919176 | 0.99984473 | 0.999906063 | 0.999907553 | 1.000074387 | 1.000246882 | 1.000168681 | 1.000094891 | 1.000116467 | 0.999968112 | 0.999852836 | 0.999727786 | 0.999896467 | 0.99980253 | 0.999874473 | 1.000048637 | 1.000046849 | 0.999984205 | 1.000266552 | 0.999916732 | 1.000238419 | 1.000040889 | 1.000148416 | 0.999965668 | 1.000083089 | 1.000082135 | 0.999986947 | 0.999992549 | 0.999915838 | 1.000065446 | 0.999881268 | 0.999925613 | 0.999929905 | 1.000011563 | 0.9999879 | 0.999987721 | 0.999906003 | 0.999885321 | 1.000055432 | 0.999894321 | 1.000196099 | 1.000215411 | 0.999990284 | 1.000062466 | 1.000173807 | 1.000234246 | 1.000303745 | 1.000218749 | 1.000118256 | 1.000002623 | 1.000006676 | 1.000140667 | 0.999896646 | 0.999754906 | 0.9997437 | 0.99966383 | 0.999804556 | 0.999536514 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 0.999786377 | 0.999893546 | 0.999857485 | 0.999924481 | 0.999980032 | 0.999986291 | 0.999855101 | 1.000300765 | 0.999926209 | 1.000029683 | 0.999883056 | 1.00014925 | 1.000161052 | 1.000199199 | 1.000233769 | 1.000350118 | 1.000256419 | 1.000261307 | 1.000365615 | 0.999959946 | 1.000078321 | 1.00010252 | 1.000019431 | 0.999924004 | 0.999809921 | 0.999738216 | 1.0003227 | 1.000101209 | 1.000288129 | 0.999998629 | 1.000072718 | 1.000003815 | 1.000114322 | 0.999804616 | 0.999996364 | 0.999601364 | 0.99990958 | 0.999915779 | 1.00004065 | 1.000058651 | 1.000121236 | 1.000295401 | 1.000253797 | 1.000388503 | 1.00026226 | 1.000125527 | 1.000334263 | 1.000244617 | 1.000199795 | 1.000264168 | 1.000140548 | 1.000045419 | 1.000058055 | 1.000015616 | 0.999938667 | 1.000003934 | 0.999971867 | 0.999962747 | 0.999765337 | 0.999925017 | 0.999798775 | 0.999887109 | 0.999984443 | 0.999994099 | 1.000161171 | 0.999973059 | 1.000053883 | 0.999927819 | 0.99988842 | 0.999919415 | 0.999796569 | 0.999442101 | 0.999640346 | 1.000011007 | 1.000369668 | 1.000366092 | 1.000037432 | 0.999887288 | 0.999642313 | 0.999901593 | 0.9996894 | 0.999504149 | 0.999640226 | 0.99980253 | 1.000081897 | 0.999898255 | 0.999980152 | 1.000118136 | 1.000111341 | 1.00020504 | 1.000338793 | 1.000356674 | 1.0002141 | 1.000112057 | 0.999995947 | 1.000118375 | 0.999963343 | 1.000049233 | 1.00007534 | 0.99994415 | 1.000010967 | 0.999956489 | 1.0000633 | 1.000004768 | 1.000003815 | 1.000216126 | 0.999884248 | 0.999912441 | 1.000163913 | 1.000237823 | 1.000291944 | 0.999972522 | 0.99992007 | 0.999980628 | 0.999797165 | 0.999933541 | 0.999674141 | 0.999831021 | 0.999852955 | 0.999846578 | 0.999870956 | 0.99988389 | 0.999950886 | 0.999748528 | 0.999798179 | 1.000105262 | 0.999921381 | 1.000087261 | 1.000092626 | 1.000048399 | 1.000083447 | 0.999867499 | 0.999982774 | 1.000205398 | 1.000505805 | 1.000226498 | 1.000295997 | 1.000018716 | 0.999913454 | 0.99987191 | 0.999761879 | 0.999806643 | 0.999919891 | 0.99998045 | 0.999947786 | 0.999930859 | 1.000062227 | 0.999871969 | 0.99987191 | 0.999853313 | 0.999970198 | 1.000077486 | 1.000002384 | 1.00018692 | 1.000198841 | 1.000143766 | 1.000270128 | 1.000011007 | 1.000033379 | 0.999921143 | 0.999985397 | 0.999813318 | 0.999910533 | 0.999858797 | 1.000057101 | 0.999878347 | 1.000088692 | 1.000032306 | 1.00000906 | 1.000223041 | 1.000114322 | 0.999969244 | 0.999994993 | 0.999937534 | 1.000204802 | 0.999944985 | 1.000094652 | 0.999908447 | 1.000023365 | 1.000073791 | 1.000062227 | 1.000056148 | 0.999809921 | 0.999985218 | 1.00008297 | 1.000018954 | 0.999833107 | 0.999836326 | 1.000053048 | 0.999952078 | 0.999893188 | 0.999910653 | 0.99993211 | 0.999920726 | 0.999835432 | 1.000011007 | 0.999887884 | 0.999461174 | 0.999967873 | 1.000169158 | 1.000097156 | 1.000186324 | 1.000179887 | 1.00041008 | 1.000023484 | 0.999925315 | 0.999994278 | 0.999719322 | 0.999648869 | 0.999895751 | 0.999954402 | 0.999626338 | 0.999942243 | 0.999807835 | 0.999732554 | 0.999621034 | 0.999780953 | 0.999823511 | 0.999855399 | 0.999965727 | 0.99974823 | 0.999925256 | 1.000232816 | 1.000184655 | 1.000286341 | 1.000175595 | 1.000300527 | 1.000086188 | 1.000259399 | 1.00013876 | 1.00006187 | 1.000261664 | 1.000129461 | 1.000257134 | 1.000321984 | 1.000233889 | 1.00018692 | 1.000176072 | 0.999959052 | 1.000002742 | 1.000033379 | 0.999810159 | 0.999957144 | 0.999744236 | 0.999802351 | 0.999658406 | 0.999588668 | 0.999788046 | 1.000080824 | 0.999743402 | 1.000034213 | 1.000275373 | 0.999964178 | 1.000046134 | 1.000047684 | 0.999958754 | 0.99974066 | 1.000011007 | 1.000744104 | 1.000074148 | 0.999902725 | 0.999818146 | 0.999788105 | 0.999830306 | 0.99948281 | 1.000094891 | 0.999944329 | 0.999596775 | 0.999821663 | 0.999927819 | 1.000116706 | 1.000408292 | 1.000181437 | 1.000451326 | 1.000332355 | 1.000461221 | 1.000307202 | 1.00020349 | 1.0001508 | 0.999872386 | 1.000317216 | 1.000023007 | 1.000047326 | 1.000032783 | 0.999819756 | 1.000065804 | 0.999878585 | 0.999887228 | 0.999752998 | 0.999693155 | 1.000082374 | 0.999957561 | 0.999937415 | 1.000031114 | 0.999940455 | 0.99993372 | 1.000137687 | 1.000190377 | 1.000101566 | 0.999880135 | 0.999917448 | 1.000087857 | 1.00016582 | 1.000116944 | 1.000165343 | 1.000211716 | 0.999741197 | 0.999948502 | 1.00017941 | 1.000078321 | 1.000234246 | 1.00007391 | 1.000133753 | 1.000268817 | 1.000040412 | 1.000161052 | 1.000209212 | 1.000208259 | 0.999992847 | 0.999872148 | 0.999849617 | 0.999806345 | 1.000011007 | 1.000614405 | 0.999982655 | 0.999760568 | 1.000012517 | 1.000117421 | 1.000033259 | 1.000133991 | 1.000110149 | 0.999627829 | 1.000001907 | 1.000014067 | 0.999936819 | 0.999870956 | 0.999884129 | 0.999985874 | 0.999844849 | 0.999899924 | 0.999551296 | 0.999574006 | 0.99974823 | 0.999435008 | 0.999642313 | 0.999598265 | 0.999734163 | 0.999809504 | 0.999848187 | 0.999941051 | 0.999911427 | 1.000065923 | 0.999978244 | 1.000391245 | 1.000260353 | 1.000184655 | 1.000184655 | 1.00041759 | 1.000499725 | 1.000179529 | 1.000270486 | 1.000177741 | 1.000146866 | 1.000240803 | 1.000333667 | 1.000298619 | 1.000533223 | 1.000075817 | 0.999931097 | 1.000079751 | 1.000088334 | 1.000105023 | 1.000184417 | 0.999783576 | 0.999724209 | 1.000165343 | 0.999986112 | 1.000004172 | 1.000144601 | 0.999953687 | 0.99981159 | 0.99978894 | 0.999961376 | 0.999984264 | 1.000011007 | 0.999767125 | 0.999982595 | 0.999917805 | 0.99990958 | 1.00011003 | 1.000122786 | 0.999938607 | 0.999828517 | 0.99983567 | 0.999936104 | 1.000002027 | 1.000040412 | 0.999958456 | 0.999964476 | 0.999965847 | 0.999979615 | 1.000046492 | 0.999852896 | 0.999993682 | 1.000178456 | 1.000317693 | 1.000266671 | 1.000347137 | 1.000142574 | 1.000103354 | 1.000162482 | 1.00018239 | 1.000097752 | 1.000266552 | 1.000313997 | 1.000167727 | 0.999979019 | 0.999653697 | 0.999943554 | 0.999755681 | 0.999688625 | 0.999878585 | 0.999680936 | 0.999939263 | 0.999889076 | 0.999825954 | 0.999869406 | 0.999701142 | 0.999884903 | 0.999860108 | 0.999936998 | 0.999768496 | 0.999829113 | 0.999832332 | 1.000134945 | 0.999975383 | 0.999969184 | 0.999976397 | 1.000152946 | 1.000195026 | 1.000290394 | 1.000367641 | 1.000256777 | 1.000624418 | 1.000528574 | 1.000495553 | 1.000317216 | 1.000157952 | 1.000011007 | 0.999764264 | 0.999900997 | 0.999903679 | 0.999943674 | 1.000014305 | 1.000115395 | 1.000123262 | 1.00012362 | 1.000034809 | 1.000249624 | 1.000185251 | 1.000263214 | 1.000082731 | 1.000098825 | 1.000270486 | 1.000162363 | 1.000123382 | 1.000115871 | 1.000174642 | 0.999848247 | 1.000009656 | 0.999705434 | 0.99966085 | 0.999489665 | 0.999688208 | 0.99951762 | 0.999447644 | 0.999617159 | 0.9996382 | 0.999595165 | 0.999631703 | 0.999613822 | 0.999804258 | 0.999847591 | 0.999956191 | 1.000232816 | 1.000231147 | 1.000106215 | 1.000170946 | 1.000223041 | 1.000432134 | 1.000325441 | 1.000197887 | 1.000067592 | 1.000171185 | 1.000218987 | 1.000209093 | 1.000015736 | 1.000043392 | 1.000135541 | 0.999895275 | 0.999938607 | 0.99992311 | 0.99981606 | 0.999733388 | 0.999724507 | 0.999893904 | 0.999760687 | 0.999937057 | 0.999778569 | 0.999823511 | 1.000011007 | 1.000013828 | 1.000202656 | 1.000196576 | 1.000144958 | 1.000063539 | 1.000057697 | 1.000053644 | 1.000047565 | 1.000125051 | 0.999920189 | 1.000001431 | 1.000082254 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000009775 | 1.000117183 | 1.000125289 | 1.000153899 | 1.00009346 | 0.999990642 | 0.999905884 | 1.000000358 | 0.999992013 | 1.000330567 | 1.000212908 | 0.999969721 | 1.000245571 | 1.000323296 | 1.000270367 | 1.000217199 | 1.000090003 | 1.000068545 | 1.000162482 | 1.000000596 | 1.000039697 | 1.000142336 | 0.999908745 | 1.000205517 | 1.00008595 | 1.000182986 | 0.99968344 | 0.999803603 | 0.999961138 | 0.999709725 | 0.999957144 | 0.999878228 | 1.000020504 | 0.999726772 | 0.999942958 | 1.000151038 | 0.999996364 | 1.000254273 | 1.000014067 | 1.00003612 | 1.000193357 | 1.000175595 | 1.000251174 | 1.000003457 | 1.000060916 | 0.999967635 | 1.000033259 | 0.999779046 | 0.999875665 | 0.999818087 | 0.999685228 | 0.999305189 | 1.000011007 | 1.000121713 | 1.000455022 | 1.000189304 | 0.999841511 | 1.000059485 | 1.000023723 | 1.000052571 | 0.999945581 | 0.999954402 | 0.999916732 | 0.999973118 | 0.999928474 | 0.999754727 | 0.999997675 | 1.000074983 | 1.000079393 | 1.000173569 | 1.000151992 | 1.000397563 | 1.000259995 | 1.000103951 | 1.000269175 | 1.000359178 | 1.000175834 | 1.000278592 | 1.000016451 | 0.999930918 | 0.999888778 | 1.000097394 | 0.999900043 | 1.000077724 | 0.999882936 | 1.000153899 | 0.999850214 | 0.999972701 | 1.000071168 | 1.000011007 | 1.000011007 | 1.000011007 | 0.999962449 | 1.000103354 | 1.000175953 | 1.000072122 | 0.999962986 | 0.999917626 | 1.000011007 | 0.999712348 | 0.999928415 | 0.999818563 | 1.000076056 | 0.999842525 | 0.99981451 | 0.999887049 | 0.999888062 | 1.000011007 | 1.000126719 | 1.000345826 | 1.000094414 | 1.000217319 | 1.000215173 | 0.999982655 | 1.000082135 | 1.000217557 | 1.000033855 | 0.999882936 | 0.999711692 | 0.999879062 | 0.999806702 | 0.99969095 | 0.999676049 | 0.999592125 | 0.999590516 | 0.999593735 | 0.999816477 | 0.999815583 | 0.999662101 | 0.999807835 | 0.999985099 | 1.000138521 | 1.000114918 | 1.000189066 | 1.000413656 | 1.000329018 | 1.000359297 | 1.000469685 | 1.00017035 | 1.00024879 | 1.000064492 | 1.000061393 | 0.999978364 | 0.999929845 | 0.999865294 | 1.000121117 | 0.999759138 | 1.000002384 | 0.999876976 | 0.999741077 | 0.999774635 | 0.99984169 | 0.999947071 | 0.999927223 | 1.000030994 | 1.000086546 | 1.000221491 | 1.000444412 | 1.000391841 | 1.000375509 | 1.0002352 | 1.000146985 | 1.000359178 | 1.000011007 | 0.999825716 | 0.999949098 | 0.999990761 | 1.000135303 | 1.000004292 | 1.000068784 | 1.000240326 | 1.000074267 | 0.999901593 | 0.999827683 | 0.999864578 | 0.99972409 | 0.999991894 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 0.999612868 | 0.999732316 | 0.999747634 | 0.999522507 | 0.999581516 | 0.99975282 | 0.999608934 | 0.999828339 | 0.999592841 | 0.999836743 | 1.00011766 | 1.000191689 | 1.000116348 | 0.999994874 | 1.000244856 | 1.000289083 | 1.000116467 | 1.000272036 | 1.000112534 | 0.999927938 | 1.000115037 | 0.999862194 | 0.999865949 | 1.000157833 | 0.99988091 | 1.000071526 | 1.000087142 | 1.000118136 | 0.999838829 | 0.999986172 | 1.00008142 | 1.000051498 | 0.999934196 | 0.999993503 | 1.000218868 | 0.999723494 | 1.000015974 | 0.999865234 | 1.000027061 | 0.999764621 | 1.00007236 | 1.00015533 | 1.000155568 | 1.000174522 | 1.000156045 | 1.000024438 | 1.000151038 | 1.000071526 | 1.00005579 | 1.000101566 | 1.000086069 | 0.999980927 | 1.0001508 | 0.999985576 | 0.999918461 | 1.000059485 | 0.99981904 | 0.999795973 | 0.999879062 | 0.999766827 | 0.999784768 | 0.99985075 | 0.999969542 | 0.999821007 | 0.999840319 | 0.999743938 | 1.000090241 | 1.00013721 | 1.00013721 | 1.000023127 | 1.00016892 | 1.000057459 | 1.000327706 | 1.000363588 | 1.000278831 | 1.000064492 | 1.000215292 | 1.000191808 | 1.000280023 | 1.000331759 | 1.00015521 | 0.999796808 | 0.999945819 | 0.999914169 | 0.999990463 | 0.999700129 | 0.999705672 | 0.999880135 | 0.999677002 | 0.999698043 | 0.99990654 | 0.999949396 | 0.999981403 | 0.99998349 | 1.000145435 | 1.000123262 | 0.999989569 | 1.000210166 | 0.999956965 | 1.000141025 | 1.000011007 | 0.999996185 | 1.000299096 | 1.000039458 | 1.000022411 | 1.000022292 | 0.999922693 | 0.999898672 | 1.000187278 | 1.000071526 | 0.999793828 | 0.999903202 | 1.000046611 | 0.999990702 | 1.000027299 | 0.999992609 | 1.000011563 | 1.000099421 | 1.000104547 | 1.000009418 | 1.000217319 | 1.000080943 | 1.000038981 | 0.999889791 | 1.000146508 | 1.000027061 | 0.999859035 | 0.999874592 | 0.999947965 | 1.000108361 | 1.000026584 | 0.999782562 | 0.999983668 | 1.000161409 | 0.999806046 | 0.999908209 | 0.999699175 | 0.999940097 | 0.999858499 | 1.000064015 | 0.999827802 | 1.000007749 | 1.000083447 | 1.000182033 | 0.999988079 | 1.00016737 | 1.000091195 | 1.000072002 | 1.00027144 | 1.000135064 | 1.000299692 | 1.000135303 | 1.000129461 | 1.000192881 | 1.00009644 | 0.999913573 | 0.999895096 | 0.999812901 | 0.99975872 | 0.9997648 | 1.000011007 | 0.999901175 | 0.999935687 | 0.999911606 | 1.000001788 | 0.99981904 | 1.000151753 | 0.999727428 | 0.999991 | 1.000066042 | 1.000112534 | 1.000226617 | 1.000059247 | 1.000104547 | 0.999927521 | 0.999964833 | 1.000123143 | 1.000141978 | 1.000055194 | 1.000154257 | 1.000115275 | 1.000173092 | 1.000114322 | 1.00000751 | 0.999955237 | 0.999834657 | 0.999723017 | 0.999841332 | 0.99982959 | 0.999892056 | 0.999968827 | 0.999987006 | 0.999925435 | 0.999677956 | 0.999856889 | 0.999872983 | 0.999986112 | 0.999988794 | 0.999836862 | 1.000159025 | 1.000147343 | 1.000131249 | 1.000349522 | 1.000159383 | 1.000164747 | 1.000077248 | 1.000102401 | 0.999834001 | 1.000116229 | 0.999880195 | 0.999921501 | 0.999987423 | 1.000010967 | 0.999931872 | 0.999940634 | 0.99994868 | 1.000451922 | 1.000011007 | 1.000017762 | 0.999652088 | 0.99982208 | 0.999521434 | 0.999846399 | 0.999891698 | 1.00004673 | 0.999943674 | 0.999994099 | 1.000455379 | 1.000111699 | 1.000200152 | 1.000199914 | 1.000266433 | 1.000341415 | 1.000107169 | 1.000216484 | 1.000219464 | 0.999940872 | 1.000185847 | 1.000137925 | 1.000142932 | 1.000389099 | 1.000339031 | 1.000204086 | 1.000156403 | 1.000041842 | 1.000106454 | 0.999796391 | 1.000334382 | 0.999938488 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 0.999563038 | 0.999536097 | 0.999750376 | 0.999777138 | 0.999887645 | 0.999864757 | 0.999852002 | 0.999797106 | 0.99974674 | 1.000014901 | 0.999661267 | 0.999716878 | 0.999723136 | 0.999818265 | 0.999466896 | 0.999559343 | 0.999764621 | 0.99956435 | 1.000011007 | 1.000011007 | 0.99958837 | 0.999631166 | 0.999505043 | 0.999750614 | 1.000026107 | 0.999924481 | 0.999719322 | 0.999866188 | 1.000096917 | 1.00021553 | 1.000135303 | 1.00005424 | 1.000306726 | 1.000367045 | 1.000452995 | 1.00044167 | 1.000258565 | 1.00019753 | 1.000121593 | 1.000391126 | 1.000372767 | 1.000303388 | 1.00041759 | 1.000527263 | 1.000361562 | 1.000129342 | 1.000308752 | 1.000234485 | 1.000236869 | 1.000167847 | 0.999958932 | 1.000027895 | 1.000255108 | 1.000020027 | 1.000172615 | 0.999921024 | 0.999785185 | 0.999939442 | 0.999900639 | 1.000065565 | 0.999784112 | 1.000204921 | 1.00003767 | 1.000168681 | 0.999998927 | 1.000148654 | 0.999978423 | 1.000308156 | 1.000119209 | 1.000096202 | 0.999928296 | 0.999945164 | 0.999775112 | 0.99992609 | 0.999875963 | 0.999786556 | 0.999662101 | 0.999586582 | 0.999957323 | 0.999573767 | 0.999669611 | 1.000011007 | 0.999981821 | 0.999163806 | 0.999602795 | 0.999716997 | 0.999568164 | 1.000127435 | 0.999762058 | 0.99984628 | 1.000141025 | 0.999972999 | 0.999910533 | 1.000071645 | 1.000048637 | 1.000001431 | 0.999573112 | 0.999814928 | 0.999630451 | 0.999690115 | 0.999949753 | 0.999754131 | 0.999578774 | 0.999772251 | 0.999736786 | 0.999855995 | 0.999857366 | 0.999676824 | 0.999952734 | 0.999878645 | 1.000212312 | 1.000287771 | 1.000379562 | 1.000068784 | 1.000032663 | 0.999996662 | 1.000116229 | 1.000044346 | 1.000258565 | 1.000328183 | 1.000147581 | 1.000182152 | 1.000242352 | 1.000218391 | 1.000195622 | 1.000406384 | 1.000352979 | 1.000309348 | 1.000306487 | 0.999897957 | 1.000017285 | 1.000211477 | 1.000226617 | 1.000115037 | 0.99990052 | 1.000061989 | 1.00005734 | 1.000087142 | 1.000008464 | 0.999923408 | 1.000026822 | 1.000208974 | 1.000262618 | 1.000246048 | 1.000273228 | 1.000225186 | 1.000073671 | 1.000192523 | 0.99997139 | 0.999943554 | 1.000000715 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000112057 | 0.999869287 | 1.000052452 | 1.000282764 | 1.000060678 | 0.999779046 | 0.99989146 | 0.999931812 | 1.000032306 | 0.999889612 | 1.000080824 | 0.999899089 | 1.000129342 | 0.999855816 | 1.000011802 | 0.999641478 | 0.9997558 | 0.999791265 | 0.999752343 | 0.999817729 | 0.999605417 | 0.999646664 | 0.999778688 | 0.999525726 | 0.999816656 | 0.999673247 | 0.999860823 | 0.999864221 | 0.999912202 | 0.999685109 | 0.999819636 | 0.999967337 | 1.000137448 | 1.000130653 | 1.000062943 | 0.999859631 | 0.999990463 | 1.000088811 | 1.00009501 | 1.00017941 | 1.000024915 | 1.000166655 | 1.000125408 | 1.000103116 | 1.000309587 | 1.000141621 | 1.000186682 | 1.000031114 | 1.000116467 | 1.000207305 | 1.000311732 | 1.000003695 | 1.000165462 | 1.000090599 | 1.00018084 | 0.999963164 | 1.000056744 | 1.000007033 | 1.000122905 | 0.999813497 | 0.999825954 | 0.999738038 | 1.000011007 | 0.999515653 | 0.999767005 | 0.999847114 | 0.999964237 | 1.00011766 | 0.999941707 | 1.000177979 | 1.000181198 | 1.000013828 | 1.000104308 | 1.000102997 | 1.000101686 | 0.999901533 | 0.999828815 | 1.000023246 | 0.999930501 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000631571 | 1.000636697 | 1.000442982 | 1.000101447 | 0.999905169 | 0.999928951 | 1.000066161 | 0.999839067 | 0.999581218 | 0.999532402 | 0.999386787 | 0.999601305 | 0.999509513 | 0.999716043 | 0.999616623 | 0.999919236 | 0.999998927 | 0.999857128 | 0.999953747 | 0.999992549 | 1.000239253 | 1.000134349 | 1.00017786 | 1.00029552 | 1.000209928 | 1.000273585 | 1.000311136 | 1.000102282 | 1.000196815 | 1.000005603 | 1.000031114 | 1.00001514 | 1.000072837 | 1.00000906 | 0.999855936 | 1.000011007 | 1.000064611 | 0.999792576 | 0.999742925 | 0.999910176 | 1.000023007 | 1.000093102 | 1.000046134 | 1.000071526 | 0.999794781 | 0.999968231 | 0.999804974 | 0.999696255 | 0.9997015 | 0.999813318 | 0.999715567 | 0.999768853 | 0.999817371 | 0.99965781 | 0.999862134 | 0.999895573 | 1.000153899 | 0.999906719 | 0.999931335 | 1.000012279 | 0.999916315 | 0.999829113 | 0.99991852 | 0.999967933 | 0.999945819 | 1.000077367 | 0.999945164 | 0.999926448 | 0.999938309 | 1.000029087 | 1.000265598 | 1.000020504 | 1.000146151 | 1.000018954 | 1.000082016 | 1.000166535 | 1.000384212 | 1.000331521 | 1.000263691 | 1.00020957 | 1.000501752 | 1.000502944 | 1.000333309 | 1.000606775 | 1.000452399 | 1.000448823 | 1.000347972 | 1.000508189 | 1.000471354 | 1.000338912 | 1.000517845 | 1.000599027 | 1.000372887 | 1.000607848 | 1.000547528 | 1.000331402 | 1.000342369 | 1.000158906 | 1.000090003 | 0.999985874 | 1.000176668 | 0.999819577 | 0.999519408 | 0.999532461 | 0.999379456 | 0.999138296 | 0.999590576 | 1.000011007 | 1.000379562 | 1.000519633 | 1.000303388 | 1.000161648 | 1.00011158 | 0.999952376 | 1.000051618 | 1.000169039 | 1.000005126 | 0.9999668 | 1.000112653 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000548244 | 1.000309348 | 1.000041366 | 0.999979734 | 1.000179887 | 0.999946117 | 0.999803901 | 0.999929726 | 1.000037789 | 1.000130177 | 1.000219464 | 1.000062466 | 0.999890506 | 1.000200987 | 1.000164032 | 1.000023484 | 0.99990797 | 0.999996245 | 0.999894381 | 0.999861658 | 1.000088334 | 1.000016212 | 1.00009191 | 1.000102043 | 1.000197768 | 1.000216961 | 0.9999578 | 1.000017643 | 0.999924481 | 0.999956131 | 0.999789059 | 0.999879897 | 0.999791563 | 0.999886692 | 0.999747097 | 0.999716818 | 0.999761581 | 0.999536932 | 0.999617398 | 0.999515831 | 0.99978745 | 0.999770463 | 0.999842107 | 0.999933243 | 0.999635279 | 0.999881566 | 0.999869645 | 1.000157118 | 0.999971688 | 1.000230193 | 1.000046611 | 1.000148892 | 1.000163555 | 1.000195503 | 1.000201225 | 1.000140667 | 1.000160098 | 1.000162125 | 1.000121474 | 1.000200152 | 1.000133634 | 1.000224471 | 1.000005245 | 1.000244141 | 1.000136852 | 1.000113964 | 1.000146627 | 1.000007033 | 1.000273228 | 1.000137329 | 1.000215888 | 1.000223637 | 1.000166178 | 1.000011007 | 1.000011007 | 1.000856996 | 1.000400066 | 1.000471592 | 1.000313163 | 1.000335217 | 1.000233769 | 1.000242233 | 0.99985677 | 1.000048518 | 0.999958694 | 1.00033915 | 1.000212669 | 1.000268817 | 1.000191689 | 1.000025988 | 1.000039935 | 1.000006437 | 0.999913931 | 0.999849319 | 0.999791801 | 1.000014186 | 0.999797821 | 0.999709547 | 0.999756038 | 0.999796331 | 0.999877036 | 0.999651253 | 1.000091434 | 0.999938488 | 0.999889135 | 0.999907315 | 0.999949634 | 0.999920726 | 0.99981004 | 0.999854505 | 0.999867499 | 0.999674857 | 0.999981701 | 1.000116706 | 0.999651194 | 0.999869525 | 0.999680519 | 0.999691427 | 0.999851763 | 0.999705136 | 0.99982959 | 0.999672592 | 0.999753416 | 1.000003934 | 0.999839365 | 1.000094533 | 1.000051737 | 1.000174403 | 1.000060678 | 0.999976575 | 1.000068545 | 1.000017405 | 1.000218391 | 1.000009656 | 0.99994874 | 1.000100136 | 1.000054359 | 0.999956608 | 1.00024879 | 1.000011007 | 1.000011007 | 1.000478029 | 1.000380516 | 1.000185013 | 1.000119805 | 1.000353098 | 1.000139236 | 1.000136375 | 1.000097394 | 0.999947667 | 0.999911129 | 1.000119805 | 1.000016212 | 1.000018597 | 1.000005841 | 0.999891579 | 0.99993515 | 0.999958694 | 0.999880195 | 0.999936402 | 0.999888241 | 0.999807775 | 0.999894619 | 0.999874413 | 0.999833822 | 0.999722898 | 0.999806762 | 0.999655247 | 0.999832153 | 0.999712646 | 0.999739289 | 0.999753654 | 0.999708652 | 0.999848008 | 0.99996376 | 0.999933481 | 1.000234365 | 1.000245094 | 1.000149727 | 1.000280023 | 1.000390291 | 1.000526071 | 1.000536084 | 1.000513792 | 1.000552177 | 1.00064373 | 1.000284672 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 1.000011007 | 0.998685837 | 0.999042749 | 0.999328554 | 0.999544621 | 0.999878526 | 0.999940693 | 1.000077963 | 1.00019145 | 1.000227809 | 1.000790477 | 0 |
2 | 0.999988304 | 0.999988304 | 0.999988304 | 0.998624504 | 0.998937964 | 0.999560535 | 0.999890566 | 1.000229597 | 1.000960469 | 1.001720548 | 1.001801968 | 1.002017617 | 1.001985788 | 1.001098156 | 1.000263095 | 0.9996683 | 0.998313546 | 0.99832809 | 0.998329818 | 0.998592079 | 0.998607874 | 0.998338878 | 0.998807669 | 0.998921514 | 0.999185979 | 0.999831021 | 1.000290275 | 1.000650287 | 1.000870824 | 1.001480818 | 1.002083659 | 1.002508402 | 1.002710223 | 1.002079964 | 1.002255559 | 1.001537919 | 1.000721931 | 0.999997377 | 0.99948889 | 0.999137878 | 0.998803616 | 0.998168111 | 0.998441219 | 0.998726249 | 0.998953819 | 0.999549031 | 1.000223517 | 1.000685692 | 1.000608563 | 1.000596642 | 1.000455737 | 1.001037955 | 1.001250148 | 1.001692057 | 1.001598001 | 1.001399636 | 1.001118422 | 1.000614882 | 0.999776185 | 0.999657273 | 0.999559402 | 0.999274909 | 0.999220967 | 0.998822868 | 0.998695374 | 0.998565853 | 0.999008358 | 0.999338448 | 1.000496984 | 1.000570297 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999658287 | 0.999768198 | 0.999376655 | 0.999362946 | 0.999045372 | 0.99799794 | 0.998341084 | 0.998196065 | 0.998602927 | 0.999366581 | 0.999919713 | 1.000281692 | 1.000505567 | 1.000699282 | 1.000646949 | 1.000647306 | 1.000700593 | 1.000851154 | 1.00061357 | 1.000592828 | 1.000355244 | 1.000118971 | 1.000075936 | 1.000151515 | 0.998768866 | 0.999988304 | 0.999988304 | 0.999988304 | 1.001523256 | 1.00137043 | 1.001882076 | 1.001848936 | 1.001337767 | 1.001044631 | 1.000886798 | 1.000900388 | 1.000886559 | 1.001122713 | 1.000597 | 1.000581026 | 1.000504017 | 1.00023973 | 1.000662208 | 1.000835896 | 1.000983119 | 0.998092592 | 0.997834027 | 0.998320699 | 0.998724639 | 0.999234974 | 0.999433696 | 0.999526978 | 0.9996292 | 0.999575496 | 0.999122381 | 0.999126434 | 0.998985708 | 0.999185741 | 0.999859154 | 1.000245214 | 1.00019145 | 0.999928653 | 0.999938011 | 0.999616623 | 0.999866664 | 0.999967873 | 0.999907196 | 0.999491215 | 0.999707282 | 1.000017881 | 1.000303626 | 1.000154376 | 0.99967432 | 0.999579728 | 0.999688268 | 0.999462545 | 0.999329269 | 0.999786377 | 1.000145197 | 1.000465274 | 1.000268102 | 1.000659108 | 1.00075376 | 1.000521064 | 1.000162125 | 0.999942601 | 0.999734402 | 0.999877214 | 1.000184655 | 0.999886751 | 1.000518322 | 1.000698209 | 1.000450134 | 1.000294447 | 1.000267506 | 1.000319958 | 1.00037384 | 0.999857545 | 1.000486732 | 1.000708699 | 1.000854731 | 1.000769138 | 1.000836968 | 1.000883102 | 1.000851035 | 1.000837803 | 0.999904871 | 1.00047648 | 1.00024879 | 1.000096202 | 0.999491811 | 0.999252498 | 0.998987198 | 0.998959363 | 0.998790205 | 0.99890691 | 0.998965085 | 0.99881655 | 0.999044836 | 0.999325395 | 1.000205517 | 1.000936627 | 0.999988304 | 0.999181986 | 0.999648988 | 1.00036943 | 1.000568271 | 1.000754714 | 1.000499845 | 0.999873877 | 0.999308765 | 0.998286664 | 0.998209655 | 0.998285949 | 0.998323977 | 0.998509109 | 0.99869746 | 0.998623073 | 0.998642445 | 0.998865128 | 0.999248385 | 0.999879479 | 1.000757217 | 1.001327991 | 1.002253413 | 1.002602577 | 1.002570987 | 1.002042651 | 1.001616955 | 1.001210332 | 1.000920892 | 1.000411034 | 0.999853194 | 0.999397278 | 0.998846054 | 0.99889046 | 0.999073386 | 0.99875766 | 0.99940902 | 0.999162614 | 0.999029934 | 0.998846054 | 0.999120235 | 0.999576747 | 1.000374913 | 1.000794768 | 1.001792789 | 1.001850963 | 1.001903892 | 1.00128758 | 1.001054525 | 1.000413537 | 0.999988304 | 0.998975158 | 0.998235166 | 0.998418331 | 0.998216808 | 0.998446703 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999151349 | 0.998807132 | 0.99937135 | 0.999742806 | 1.000439882 | 1.000886798 | 1.001049161 | 1.001162767 | 1.001052022 | 1.00042057 | 0.999460518 | 0.999722481 | 0.999301076 | 0.998733103 | 0.998574853 | 0.998653412 | 0.99887234 | 0.999385059 | 0.999780655 | 1.000431061 | 1.000552177 | 1.000745654 | 1.00025475 | 1.000308514 | 1.000351071 | 1.000276566 | 1.000140786 | 1.000087142 | 1.000430346 | 1.000441551 | 1.000671864 | 1.000723839 | 1.000025749 | 0.999659777 | 0.998908341 | 0.998554826 | 0.99822104 | 0.998420715 | 0.998972714 | 0.999657154 | 0.999957561 | 1.000657082 | 0.999867976 | 0.999934316 | 0.999095678 | 0.999151409 | 0.999221444 | 0.999373913 | 0.999777734 | 1.000193596 | 1.001003861 | 1.001066327 | 1.000913501 | 1.001196384 | 1.000973582 | 1.000870228 | 1.000448108 | 1.000454307 | 1.000432611 | 1.000710964 | 1.000864983 | 0.999988304 | 1.002785921 | 1.001242876 | 1.001034975 | 1.000401974 | 1.000129104 | 1.000035644 | 0.999695837 | 0.999898672 | 1.000229359 | 1.000328898 | 1.000550628 | 1.000228167 | 0.999879599 | 0.99918431 | 0.998816669 | 0.999031544 | 0.998682737 | 0.999103725 | 0.999103725 | 0.999364376 | 0.999777913 | 1.000165462 | 1.000103951 | 0.999709427 | 0.999495685 | 0.999566972 | 0.999642193 | 0.999871492 | 1.0002985 | 1.001011372 | 1.001509309 | 1.001315713 | 1.000472784 | 1.000258446 | 1.000090361 | 0.999894083 | 1.000116229 | 1.000463843 | 1.000433207 | 1.000453115 | 1.000333428 | 1.000417948 | 1.000532031 | 1.000166893 | 0.999816418 | 0.999505758 | 0.999358714 | 0.998972714 | 0.999162734 | 0.999159098 | 0.999485373 | 1.000024915 | 1.00015533 | 0.999942064 | 0.999794722 | 0.999667466 | 0.99962914 | 0.999590576 | 1.000349879 | 1.000921845 | 1.001701474 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.99874711 | 0.998782396 | 0.99890548 | 0.999232054 | 0.999334037 | 0.999582469 | 0.999834836 | 1.000312686 | 1.00078094 | 1.00071013 | 1.001205564 | 1.001134276 | 1.00089252 | 1.001087308 | 1.000784516 | 1.000939846 | 1.000962853 | 1.000640392 | 1.000168562 | 1.000581622 | 1.000516176 | 1.000352979 | 1.000202537 | 0.999990761 | 0.999887288 | 0.999838531 | 0.999706149 | 0.99988097 | 1.000024915 | 1.000372767 | 1.000860453 | 1.000464439 | 1.000105739 | 0.999730408 | 0.999475777 | 0.998914242 | 0.999148786 | 0.999189973 | 0.999052823 | 0.999369919 | 0.999055505 | 0.999594748 | 0.999500334 | 0.999522507 | 0.999238193 | 0.999195278 | 0.999102473 | 0.999247432 | 0.999559879 | 0.999534905 | 0.999757767 | 0.999809742 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 1.000135183 | 0.999934494 | 0.999953747 | 0.99981302 | 1.000199676 | 1.000370145 | 1.000480294 | 1.000394344 | 1.000188947 | 1.000000119 | 0.99997884 | 0.999881446 | 0.9992553 | 1.000210643 | 1.000615716 | 1.000934243 | 1.001184464 | 1.00095737 | 1.000733018 | 1.000302672 | 0.999443293 | 0.999228954 | 0.999014497 | 0.999242723 | 0.99935323 | 0.999710381 | 0.999859154 | 0.999696732 | 0.999683082 | 0.998853564 | 0.99952215 | 0.999370754 | 0.999562204 | 0.999722779 | 0.999750495 | 0.999916255 | 1.000159502 | 1.000408411 | 1.000848413 | 1.000823617 | 1.001134872 | 1.001163363 | 1.001085639 | 1.000691533 | 1.000573754 | 1.00025022 | 0.999257147 | 0.999564409 | 0.999187529 | 0.998994529 | 0.998895109 | 0.999018431 | 0.999156952 | 0.999137163 | 0.998951852 | 0.99925971 | 0.999140859 | 0.999315798 | 0.999679863 | 1.000092387 | 1.000367165 | 1.000681043 | 1.00090313 | 0.999988304 | 1.000842094 | 1.000497222 | 1.000055909 | 0.999779701 | 0.999229372 | 0.998966217 | 0.998948812 | 0.998988926 | 0.999707937 | 0.999841511 | 1.000344872 | 1.000484824 | 1.000235796 | 0.999779105 | 0.999701023 | 0.999478817 | 0.999909997 | 1.000460386 | 1.001030564 | 1.001127839 | 1.00116241 | 1.001059532 | 1.000833631 | 1.000354171 | 0.999281466 | 0.999178171 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999006927 | 0.999392331 | 0.999467373 | 0.999936342 | 1.000347376 | 1.000769377 | 1.000930309 | 1.000921369 | 1.00066936 | 1.000843763 | 1.00037992 | 1.000081897 | 0.999953628 | 0.9997859 | 0.999702275 | 0.999731064 | 0.999519825 | 0.999727309 | 0.999675274 | 0.99938339 | 0.999264777 | 0.999145925 | 0.999233961 | 0.999555171 | 1.000057817 | 1.000592828 | 1.001016855 | 1.001179695 | 1.001354218 | 1.001274824 | 1.001280189 | 1.000925899 | 1.000667214 | 1.000626087 | 1.000552654 | 1.000262856 | 1.000069261 | 0.999911129 | 0.999588847 | 0.99930191 | 0.9990049 | 0.99893105 | 0.998917997 | 0.999365151 | 0.999543667 | 0.999676943 | 0.999882519 | 1.000311255 | 1.000583291 | 1.000885367 | 1.0004673 | 1.001412749 | 1.001167059 | 1.001235247 | 1.001170039 | 1.001081347 | 1.000751853 | 1.000283718 | 0.99937737 | 0.999557436 | 0.999124229 | 0.998705924 | 0.998566151 | 0.998467684 | 0.998643875 | 0.998936474 | 0.999327481 | 0.999572217 | 1.000280023 | 1.00036633 | 1.000362754 | 1.000782013 | 1.000780225 | 1.001044869 | 1.000859141 | 0.999590516 | 1.000454783 | 1.000205874 | 0.999796152 | 0.999205887 | 0.998909891 | 0.998711109 | 0.998170316 | 0.997954369 | 0.999988304 | 0.999988304 | 0.999580204 | 0.999378264 | 0.999280155 | 0.999716878 | 0.999768078 | 0.999975145 | 0.999561489 | 1.000598788 | 1.00077641 | 1.001046419 | 1.000949264 | 1.000967383 | 1.000569224 | 1.000004172 | 0.999783337 | 0.999425828 | 0.999616861 | 0.999229491 | 0.999193728 | 0.999089539 | 0.999046743 | 0.999060392 | 0.999004066 | 0.998798013 | 0.999766231 | 0.999896467 | 1.000409007 | 1.000716209 | 1.00099659 | 1.000744939 | 1.000917315 | 1.000644565 | 1.000353932 | 1.000234365 | 0.999840617 | 0.999041975 | 0.998581111 | 0.998216987 | 0.998278022 | 0.998812497 | 0.998704672 | 0.999089181 | 0.999125898 | 0.999428511 | 0.999727011 | 1.000157475 | 1.000522494 | 1.000776172 | 1.000703454 | 1.000787497 | 1.001270175 | 1.001281857 | 1.00159204 | 1.001806617 | 1.00120759 | 1.000606894 | 0.999900043 | 0.998910904 | 0.999025583 | 0.998966217 | 0.999188244 | 0.999425828 | 0.999345005 | 0.999009013 | 0.999988304 | 1.000446796 | 0.999423504 | 0.999389589 | 0.999394476 | 0.999943554 | 1.000090957 | 1.000087619 | 1.000271797 | 1.000617504 | 1.000612974 | 1.001157284 | 1.001284719 | 1.000940442 | 1.000683188 | 0.9997347 | 0.999490976 | 0.999405921 | 0.99935168 | 0.998823047 | 0.999089122 | 0.999435246 | 0.999619007 | 0.999976754 | 1.000280857 | 1.000306487 | 1.000749946 | 1.000207305 | 1.000901341 | 1.000884533 | 1.000866413 | 1.000579953 | 1.00077486 | 1.001058578 | 1.001105905 | 1.00089252 | 1.000241399 | 0.999859154 | 0.999501467 | 0.999401808 | 0.9995175 | 0.99997592 | 0.999848902 | 1.000265598 | 1.000743389 | 1.000951886 | 1.00135076 | 1.002378106 | 1.002251506 | 0.995419025 | 0.996203661 | 0.997218668 | 0.998212337 | 0.999560833 | 0.999847591 | 1.000893593 | 1.001187325 | 0.999988304 | 1.000917315 | 1.000804782 | 1.000575781 | 1.000538945 | 1.000217319 | 0.999868214 | 0.999874294 | 1.000221968 | 1.000331521 | 1.00000751 | 0.999924302 | 0.999771774 | 0.999765754 | 0.99995786 | 0.99993515 | 1.000385046 | 1.000687718 | 1.000983477 | 1.001060486 | 1.000952125 | 1.000900149 | 1.000362754 | 1.000002623 | 0.999433219 | 0.998994291 | 0.998812735 | 0.998391092 | 0.998761654 | 0.99873209 | 0.998764396 | 0.998677492 | 0.998674393 | 0.99846983 | 0.998700619 | 0.999193192 | 0.999847889 | 0.999922872 | 1.000678897 | 1.00114584 | 1.001443505 | 1.001934052 | 1.001637578 | 1.001616001 | 1.001142621 | 1.000722766 | 0.999810934 | 0.999918878 | 0.999390781 | 0.999522209 | 0.999191642 | 0.999641597 | 0.999284804 | 0.999503911 | 0.999559581 | 0.999148667 | 0.999396682 | 0.999312997 | 0.999254584 | 1.00023222 | 1.000208259 | 1.000477552 | 1.000969887 | 1.000900984 | 1.001521945 | 1.000642657 | 0.999892712 | 0.999027312 | 0.99877888 | 0.999988304 | 1.003114939 | 1.002840996 | 1.001271367 | 1.000095725 | 0.999509811 | 0.999181688 | 0.998610854 | 0.998203099 | 0.998292923 | 0.998836994 | 0.999211729 | 0.999843121 | 1.000620961 | 1.001502514 | 1.001897454 | 1.0022614 | 1.002373576 | 1.001805544 | 1.000657082 | 0.999962747 | 0.999859035 | 0.999493122 | 0.999405742 | 0.99948138 | 0.999443829 | 0.999230564 | 0.999267757 | 0.99917537 | 0.999299586 | 0.999095201 | 0.999197185 | 0.999776065 | 1.000264764 | 1.001190305 | 1.002057433 | 1.001907229 | 1.002572298 | 1.002503753 | 1.002073526 | 1.001622796 | 1.001110077 | 1.000662208 | 1.000464201 | 1.0000453 | 0.999046564 | 0.999536455 | 0.999591172 | 0.9991256 | 0.999121368 | 0.998668134 | 0.998439968 | 0.998863995 | 0.999190927 | 0.999995291 | 1.000608802 | 1.000941277 | 0.997379899 | 0.998515189 | 1.000520349 | 1.001603365 | 1.00165081 | 1.000612259 | 1.001095891 | 1.000290275 | 0.9997347 | 0.999711335 | 0.999652147 | 1.000021935 | 1.000077963 | 0.999960482 | 1.000008345 | 0.999922752 | 0.999698818 | 1.000110626 | 0.999797821 | 1.000005484 | 1.000275731 | 1.000550151 | 1.000020146 | 1.001275897 | 1.001235604 | 1.001193643 | 1.001356721 | 1.000639319 | 0.999803483 | 0.999356627 | 0.998556376 | 0.99858588 | 0.99909687 | 0.999190927 | 0.999693513 | 0.999674857 | 0.999766827 | 0.999850035 | 0.999782622 | 0.999020159 | 0.999726593 | 0.99996376 | 0.999981999 | 0.999922752 | 0.999911547 | 0.999890566 | 1.000309467 | 1.000485659 | 1.000561476 | 1.000148416 | 0.999593019 | 0.999154091 | 0.999159813 | 0.999599636 | 0.999868572 | 1.000587821 | 1.000290155 | 1.001060843 | 1.000870705 | 1.000543475 | 1.000483394 | 1.000619054 | 0.999423087 | 0.999988304 | 0.999825358 | 0.999251187 | 0.999401629 | 0.999385893 | 1.000304818 | 1.000498176 | 1.0005126 | 1.000307202 | 0.99999845 | 0.999564886 | 1.00011003 | 1.000372529 | 1.000512123 | 1.000520706 | 1.000567913 | 1.000321269 | 1.000344276 | 0.999725878 | 1.000498533 | 1.000254393 | 0.999793768 | 0.999510527 | 0.999483407 | 0.999435484 | 0.999374568 | 0.999348879 | 0.99941045 | 0.999989092 | 1.000277519 | 1.000100374 | 1.00058496 | 1.000594378 | 1.000947118 | 1.000877619 | 1.000818372 | 1.001137972 | 1.001191258 | 1.001298428 | 1.001372933 | 1.001525402 | 1.001407743 | 1.000961423 | 1.000007987 | 0.999403536 | 0.999267578 | 0.998682976 | 0.998971462 | 0.999240637 | 0.999551475 | 0.999828577 | 1.000159383 | 0.999902546 | 1.000095248 | 1.000243306 | 0.999814391 | 0.999531567 | 0.999296367 | 0.998896778 | 0.998445988 | 0.997735322 | 0.997269511 | 0.999988304 | 0.999831498 | 0.998981714 | 0.998187006 | 0.9980039 | 0.997956455 | 0.998515069 | 0.999084651 | 0.999886692 | 1.000429034 | 1.000464678 | 1.00038743 | 1.000447869 | 1.000636101 | 1.000487089 | 1.000216365 | 1.000924826 | 1.000777721 | 1.000738978 | 1.000930309 | 1.000801444 | 1.000358939 | 0.999894798 | 0.999152958 | 0.99870652 | 0.998348594 | 0.998352349 | 0.998577654 | 0.999419391 | 0.999931157 | 1.000220299 | 1.000416994 | 1.000207305 | 1.00075829 | 1.000938535 | 1.000996113 | 1.00102222 | 1.000592709 | 1.000417829 | 1.00004065 | 0.999014914 | 1.000075102 | 1.000353694 | 1.000115275 | 0.999839246 | 0.999436617 | 0.999207377 | 0.998982906 | 0.998926342 | 0.99841845 | 0.999032676 | 0.999377191 | 0.999317825 | 0.999553025 | 0.999734163 | 0.999985456 | 1.000616789 | 1.000554204 | 1.001229525 | 1.000911593 | 1.000164866 | 1.000056148 | 0.999988304 | 0.999538004 | 0.999604762 | 0.999782383 | 0.999132574 | 0.999627471 | 0.999414504 | 0.999215782 | 0.998985529 | 0.998982728 | 0.99880743 | 0.999175251 | 0.999298811 | 0.999591053 | 1.00016439 | 1.000552535 | 1.000962734 | 1.001118064 | 1.000594616 | 1.000373363 | 1.000065565 | 0.999860764 | 0.999854743 | 1.000395656 | 1.000922561 | 1.001017332 | 1.000989795 | 1.000460029 | 0.999950707 | 0.999390304 | 0.998936594 | 0.998747408 | 0.998742282 | 0.999226928 | 0.999446094 | 0.999864817 | 1.000518918 | 1.001029134 | 1.000583529 | 1.000793815 | 1.00009954 | 1.000128388 | 1.000009418 | 1.000294685 | 1.000614047 | 1.00147903 | 1.001497626 | 1.001578093 | 1.001160622 | 1.000535965 | 0.999737322 | 0.998661995 | 0.997922361 | 0.997802377 | 0.997924209 | 0.997960567 | 0.998465598 | 0.998951018 | 0.999614239 | 0.999930143 | 0.999988304 | 1.000686646 | 1.000648379 | 1.000179768 | 1.000649333 | 1.000990868 | 1.001419544 | 1.001873493 | 1.00176847 | 1.001615047 | 1.000928879 | 1.000425935 | 0.999188662 | 0.998648345 | 0.998202384 | 0.997676671 | 0.997933567 | 0.99803257 | 0.99841851 | 0.998826325 | 0.998832583 | 0.999488533 | 1.000340104 | 1.000360966 | 1.000879169 | 1.001235962 | 1.000807881 | 1.000755787 | 1.000566125 | 1.000305176 | 1.000708222 | 1.000799894 | 1.000752807 | 1.000705123 | 1.000414014 | 0.999921978 | 0.999292076 | 0.999025941 | 0.998960078 | 0.998847246 | 0.998854995 | 0.999004781 | 0.999157369 | 0.999854863 | 1.000337481 | 1.000518918 | 1.000608325 | 1.000833392 | 1.000657082 | 1.000608087 | 1.000127196 | 0.99989146 | 0.999603093 | 0.99942261 | 0.999632537 | 0.999792039 | 0.999931395 | 1.000260115 | 1.001143932 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.997647524 | 0.998147964 | 0.998512328 | 0.999083042 | 0.99947542 | 0.999500632 | 0.999734879 | 0.999191523 | 0.999379337 | 0.999365151 | 0.999739468 | 0.999813259 | 1.000013947 | 1.000159621 | 1.000181317 | 1.000135899 | 1.000119209 | 1.000056505 | 0.999580085 | 0.999495685 | 0.999469757 | 0.999262333 | 0.999418736 | 0.999569714 | 0.999497831 | 1.000263214 | 1.00057137 | 1.000413179 | 1.000046968 | 0.999776661 | 0.999941647 | 1.000294089 | 1.000440717 | 1.001250029 | 1.00146699 | 1.001081467 | 1.00071156 | 1.000052452 | 0.999642551 | 0.999475121 | 0.999450088 | 0.998610377 | 0.999410093 | 0.999826491 | 0.999999106 | 0.99995321 | 1.000109553 | 1.000543594 | 1.000448108 | 1.000437737 | 1.000629306 | 1.00061214 | 1.000460267 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999159157 | 0.999176681 | 0.999706864 | 0.99963361 | 0.999467134 | 0.999384701 | 0.99923712 | 0.99930793 | 0.999561548 | 0.999345183 | 0.999959648 | 1.000274062 | 1.000660062 | 1.001146793 | 1.001301408 | 1.0013901 | 1.001543164 | 1.001827598 | 1.00124979 | 1.001493335 | 1.001150131 | 1.000703216 | 1.0001297 | 0.999688029 | 0.999327838 | 0.999340653 | 0.998913884 | 0.998991311 | 0.998924732 | 0.998703778 | 0.999022543 | 0.999322593 | 0.999679744 | 1.00015986 | 1.000458121 | 1.000070214 | 1.000739813 | 1.000984907 | 1.001109362 | 1.00115025 | 1.001161218 | 1.001110435 | 1.000733137 | 0.999890685 | 1.000235915 | 0.999890685 | 0.99943018 | 0.999080181 | 0.998811364 | 0.998475492 | 0.998573601 | 0.99883157 | 0.999005616 | 0.999796152 | 1.000317216 | 1.000843048 | 1.001040578 | 1.000843644 | 1.000621319 | 1.00060761 | 1.000330567 | 1.001274943 | 1.00156343 | 1.001255989 | 1.001197815 | 1.001012444 | 1.000520229 | 1.000114799 | 0.999963999 | 0.999446034 | 0.999371469 | 0.999168098 | 0.99926585 | 0.999514401 | 1.000281572 | 1.000814438 | 1.001449108 | 1.000029325 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999725342 | 0.999288738 | 0.999511242 | 0.999308348 | 0.999349236 | 0.999936461 | 1.000252843 | 1.000877976 | 1.001151085 | 1.000924706 | 1.000495791 | 1.000171065 | 0.999601364 | 0.999431074 | 0.999519289 | 0.999872744 | 1.00003767 | 1.000418544 | 1.000671864 | 1.000864625 | 1.000468493 | 1.000162363 | 1.00018847 | 1.000260353 | 1.00025034 | 0.999749005 | 0.999573052 | 0.99971801 | 1.000059843 | 1.000383496 | 1.000817537 | 1.000635862 | 1.00032413 | 0.999942601 | 0.99950242 | 0.999513268 | 0.999444485 | 0.999490261 | 0.999883473 | 1.000316978 | 1.000741959 | 1.000952244 | 1.000903368 | 1.000786662 | 1.000355482 | 1.0001297 | 0.999536932 | 0.999446869 | 0.999743044 | 0.999779999 | 0.999668121 | 0.999905527 | 0.999945879 | 0.999904811 | 0.999537826 | 0.999344945 | 0.99931097 | 0.999068975 | 0.999357522 | 0.999765754 | 1.000245214 | 1.000729322 | 1.001093388 | 1.000795245 | 1.000796318 | 1.000542283 | 1.000387788 | 1.000423908 | 1.000616908 | 1.000497937 | 1.000482678 | 1.000130773 | 1.000085354 | 0.999988304 | 0.999676764 | 0.999449313 | 0.999036431 | 0.998790026 | 0.998513043 | 0.99840039 | 0.99855727 | 0.999530017 | 1.000361681 | 1.000949621 | 1.001010776 | 1.000615716 | 1.00038445 | 1.000376105 | 0.999838352 | 1.000442863 | 1.000483513 | 1.000482321 | 1.000619769 | 1.001045465 | 1.000935078 | 1.000827432 | 1.000568032 | 0.99968034 | 0.999979794 | 0.999611974 | 0.999374092 | 0.999705553 | 0.999928355 | 1.000476003 | 1.000775576 | 1.000209808 | 1.000772834 | 1.000110507 | 0.999801934 | 0.9995749 | 0.999894202 | 1.000068307 | 1.000262976 | 1.000414729 | 0.999881268 | 0.99959439 | 0.999487936 | 0.99918288 | 0.999271452 | 0.999363244 | 0.999365687 | 0.999419868 | 0.999284446 | 0.999820709 | 1.00034523 | 1.00075686 | 1.000739336 | 1.00042057 | 0.999952316 | 0.999667108 | 0.999326408 | 0.999615252 | 0.999604166 | 0.999711752 | 0.999585748 | 0.999634445 | 0.999554932 | 0.999483764 | 0.999407768 | 0.999293506 | 0.999480605 | 0.999416292 | 0.999485016 | 0.999237716 | 0.999293029 | 0.99959451 | 1.000240445 | 1.00026381 | 0.999636352 | 0.999732912 | 0.999555528 | 0.999317646 | 0.999263763 | 0.999514639 | 0.999574661 | 0.999703765 | 0.999720752 | 0.999988304 | 0.999491096 | 0.999367774 | 0.999460161 | 0.999515295 | 0.999371767 | 0.999374211 | 0.999450505 | 0.999130368 | 0.999558151 | 0.999691784 | 1.000002503 | 0.99995774 | 1.000021458 | 0.999906301 | 0.999903142 | 0.999363363 | 0.999922872 | 0.999935806 | 1.000210166 | 1.000387311 | 1.000381351 | 1.000459194 | 1.000664234 | 1.000717998 | 1.000022888 | 1.000544429 | 1.000402093 | 1.000197649 | 1.000324845 | 1.000194073 | 1.000099301 | 1.000428081 | 1.00053072 | 1.000520587 | 1.000492215 | 1.000166416 | 0.999760568 | 0.999988304 | 0.999283731 | 0.999222457 | 0.999348879 | 0.999496639 | 1.000252843 | 1.000540376 | 1.000946879 | 1.00069046 | 1.000488997 | 1.000280976 | 1.000074387 | 0.999541581 | 0.999805927 | 0.999588013 | 0.999521971 | 0.999636948 | 0.999521255 | 0.999726713 | 0.99966681 | 0.999301076 | 0.998836577 | 0.998998046 | 0.999509096 | 0.99986285 | 1.000671744 | 1.001142025 | 1.001737952 | 1.001924634 | 1.001901984 | 1.002255082 | 1.00219214 | 1.001640677 | 1.00124681 | 1.000615835 | 1.00024569 | 0.999898493 | 0.999854803 | 0.999043345 | 0.999038696 | 0.998781443 | 0.998631179 | 0.998716295 | 0.999155402 | 0.999248207 | 0.999330938 | 0.999900341 | 0.99997288 | 0.999933064 | 1.000249743 | 1.000635266 | 1.000802517 | 1.001012444 | 1.000911117 | 1.000376821 | 1.000057101 | 0.999909043 | 0.999461174 | 0.998899937 | 0.998980463 | 0.998668611 | 0.998657763 | 0.999988304 | 1.000041604 | 1.000125885 | 1.000107288 | 1.000341058 | 1.000111461 | 1.000125527 | 1.000277519 | 1.000201106 | 1.000069499 | 1.000399351 | 1.000698566 | 1.000597596 | 1.00046587 | 1.000219464 | 0.999890983 | 0.999401748 | 0.998851657 | 0.998919189 | 0.999103785 | 0.999442399 | 0.999701679 | 0.999748826 | 0.999805808 | 0.99979955 | 0.999957085 | 0.999478459 | 0.999797881 | 0.999857008 | 0.999965012 | 1.000107884 | 1.000500798 | 1.000664473 | 1.000578642 | 1.000550866 | 1.000810981 | 1.00075686 | 1.000395656 | 1.000342846 | 1.000516415 | 1.00018847 | 1.000239134 | 0.999844074 | 0.998826861 | 0.999333084 | 0.999311626 | 0.999315798 | 0.99927479 | 0.999632359 | 0.999895275 | 1.00011003 | 0.999934912 | 1.000642657 | 1.000839949 | 1.000868082 | 1.001298547 | 1.001347423 | 1.001815796 | 1.002023339 | 1.001777411 | 1.000624061 | 1.00056231 | 0.999918342 | 0.999015152 | 0.998610258 | 0.999988304 | 1.001814604 | 1.0004915 | 0.999435425 | 0.999252379 | 0.999470532 | 0.999791324 | 0.99956274 | 0.999774754 | 0.999830306 | 1.000144482 | 1.000481963 | 1.000531197 | 1.001767516 | 1.002451181 | 1.002491355 | 1.002271056 | 1.00150001 | 1.000947475 | 1.000191808 | 0.999367535 | 0.998796403 | 0.99849093 | 0.998022676 | 0.998061836 | 0.998280644 | 0.998895645 | 0.999195874 | 0.99957186 | 0.999509573 | 1.000111461 | 1.000447869 | 1.000880837 | 1.001434207 | 1.001823545 | 1.00223875 | 1.002367973 | 1.002316117 | 1.001989365 | 1.00113833 | 1.000225067 | 0.999106407 | 0.99879992 | 0.998721361 | 0.998799384 | 0.998735249 | 0.998471737 | 0.998608112 | 0.998861015 | 0.998937845 | 0.999284983 | 0.999571979 | 0.999780416 | 0.99980551 | 1.000094056 | 1.000477672 | 1.000674248 | 1.000832438 | 1.000605106 | 0.999948025 | 0.999181271 | 0.9986884 | 0.999988304 | 1.000368834 | 0.999988304 | 1.005608916 | 1.004724979 | 1.003831983 | 1.003212452 | 1.002801776 | 1.000565886 | 0.999678314 | 1.000089169 | 0.99966383 | 0.999328613 | 0.999101222 | 0.999300599 | 0.999833524 | 0.999230146 | 0.99890995 | 0.998212159 | 0.998161674 | 0.997383952 | 0.997357368 | 0.997487724 | 0.99817723 | 0.998586655 | 0.998716116 | 0.998560548 | 0.999069571 | 0.999279022 | 0.999761283 | 1.000327349 | 1.000866413 | 1.001052022 | 1.001131177 | 1.001361251 | 1.000658989 | 1.001150727 | 1.001076818 | 1.00072372 | 1.000320077 | 1.000109196 | 1.000267863 | 0.998977602 | 0.998216569 | 0.998189449 | 0.998033047 | 0.997766554 | 0.998626471 | 0.998511553 | 0.998816967 | 0.999081492 | 0.999412835 | 0.999922454 | 1.000601411 | 1.000990272 | 1.000488877 | 1.000314951 | 1.000416279 | 1.000163317 | 0.999842525 | 1.000038981 | 1.000224948 | 0.999792099 | 0.99934274 | 0.999988304 | 0.997132719 | 0.997390747 | 0.997739792 | 0.997549951 | 0.997772098 | 0.998361647 | 0.998464584 | 0.998426974 | 0.998922169 | 0.999822199 | 1.000371099 | 1.000600219 | 1.000702739 | 1.001077175 | 1.001129031 | 1.001104832 | 1.001019478 | 1.001252413 | 1.000987291 | 1.000228524 | 1.00031805 | 1.00051856 | 1.000220895 | 1.000326991 | 1.000579476 | 1.000553608 | 1.001004577 | 1.000896096 | 1.000533104 | 1.001195669 | 1.001436591 | 1.00122273 | 1.001223087 | 1.000645757 | 1.00027597 | 0.999924839 | 0.999430716 | 0.99870038 | 0.99868983 | 0.998509586 | 0.99807626 | 0.998078585 | 0.99809432 | 0.998109996 | 0.997971117 | 0.997727692 | 0.998170972 | 0.998715341 | 0.998994768 | 0.999293149 | 0.999488175 | 1.000044346 | 1.000365376 | 1.000813007 | 1.000377059 | 1.000648856 | 1.000133395 | 0.999681294 | 0.999969304 | 0.99950248 | 1.000338793 | 0.999988304 | 1.000760555 | 1.000752568 | 1.000414848 | 0.999600708 | 0.99888736 | 0.998424232 | 0.998337328 | 0.998292208 | 0.998847961 | 0.998280942 | 0.999682128 | 0.999758065 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.998493016 | 0.999475837 | 1.000175357 | 1.000899792 | 1.001504183 | 1.001733184 | 1.001828909 | 1.001005292 | 1.000475407 | 0.999707341 | 0.999705374 | 0.999567211 | 0.999610186 | 1.000008106 | 1.000813007 | 1.000832796 | 1.001072168 | 1.000954866 | 1.000966907 | 1.000147939 | 1.000130057 | 1.000575304 | 0.99997443 | 1.000501752 | 1.001333594 | 1.00174427 | 1.001341581 | 1.001455665 | 1.000238657 | 0.998780668 | 0.997497141 | 0.996695995 | 0.996457398 | 0.996543825 | 0.997443557 | 0.99842453 | 0.998981833 | 0.99962455 | 1.000385284 | 1.000527978 | 1.000827789 | 1.000806689 | 1.00315392 | 1.001808763 | 1.003015399 | 1.004422069 | 1.005184054 | 1.005536556 | 0.999988304 | 0.999988304 | 0.999988304 | 0.998588204 | 0.999988304 | 0.998663962 | 0.998330116 | 0.998387098 | 0.998797596 | 0.999163151 | 0.999743283 | 0.999933422 | 0.999394178 | 1.000019789 | 0.999831676 | 0.999744475 | 0.999628305 | 0.999833226 | 0.999909341 | 1.000075102 | 1.000341177 | 1.001089931 | 1.001205683 | 1.001079917 | 1.000725627 | 1.00049746 | 1.000190258 | 0.999710441 | 0.999382198 | 0.998941481 | 0.999479651 | 1.000058055 | 1.00069356 | 1.00115478 | 1.001068592 | 1.00036478 | 1.00001049 | 0.999410808 | 0.999468446 | 0.999604702 | 0.999529541 | 0.999988304 | 0.999988304 | 0.999988304 | 1.001561761 | 1.001277447 | 1.000336051 | 1.000402331 | 0.999843299 | 0.999456406 | 0.999988304 | 0.999834955 | 1.000063062 | 1.000396013 | 1.000524521 | 1.000730276 | 1.000327706 | 0.999885798 | 0.999409199 | 0.999988304 | 0.998915553 | 0.99915725 | 0.999801338 | 0.999873638 | 1.000905514 | 1.001009345 | 1.001144648 | 1.001087189 | 1.000758171 | 1.000454426 | 1.000233293 | 0.999688685 | 0.999979198 | 0.999737263 | 0.999866545 | 0.999773204 | 1.000269294 | 1.000026584 | 1.000324488 | 1.000073791 | 0.999896467 | 0.999588788 | 0.999482751 | 0.999631107 | 0.999775231 | 1.000124693 | 1.000590205 | 1.000796914 | 1.000947952 | 1.001132131 | 1.000890732 | 1.000396132 | 1.000320077 | 1.000204682 | 0.99988389 | 0.999839604 | 0.999324083 | 0.9996683 | 0.999869287 | 0.999732673 | 0.999527752 | 0.99895668 | 0.998846948 | 0.99872303 | 0.998992443 | 0.999450564 | 1.000162363 | 1.00066185 | 1.001311779 | 1.001757145 | 1.001950145 | 1.001773834 | 1.0017277 | 1.00116539 | 1.00080204 | 0.999988304 | 0.99794209 | 0.998124719 | 0.99913007 | 0.999720812 | 1.000171781 | 1.000298262 | 0.999754667 | 0.999806821 | 0.999748409 | 0.999747574 | 0.999391973 | 0.999664545 | 0.999373198 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 1.000492215 | 1.000456929 | 1.000247717 | 1.000460267 | 1.000536919 | 1.000213027 | 1.000155449 | 0.999621511 | 0.999078989 | 0.999138892 | 0.999106884 | 0.999618709 | 1.000100136 | 1.000535846 | 1.000923634 | 1.001047492 | 1.001130462 | 1.001036167 | 1.000787258 | 1.000347257 | 1.000399232 | 0.999982238 | 0.999812365 | 0.999126732 | 0.999027073 | 0.999073565 | 0.99920541 | 0.99881047 | 0.999066353 | 0.998816013 | 0.99892807 | 0.998858929 | 0.999002516 | 0.999389946 | 0.999666929 | 0.998313963 | 1.00054729 | 1.000617504 | 1.000187039 | 1.00023663 | 1.000442505 | 1.000562787 | 1.000488281 | 0.999840736 | 0.999125779 | 0.999612808 | 0.999919116 | 0.999851048 | 0.999623597 | 0.999366701 | 0.999242604 | 0.999359488 | 0.999203086 | 1.000013828 | 1.000286102 | 1.001057148 | 1.001274586 | 1.001264572 | 1.001409531 | 1.001165628 | 1.000740051 | 1.000251532 | 1.000354528 | 1.00019455 | 0.999735951 | 0.999575317 | 0.999543846 | 0.999151409 | 0.99932909 | 0.998797715 | 0.999796093 | 0.999620259 | 0.999540091 | 0.999453247 | 0.999697745 | 0.999614716 | 0.999836147 | 1.000450134 | 1.000660181 | 1.001142025 | 1.001146793 | 1.001280546 | 1.000965953 | 1.000594378 | 1.000200987 | 1.000058651 | 0.999480069 | 0.999730766 | 0.99968797 | 0.99993825 | 1.000071764 | 1.000114918 | 1.000035763 | 0.99992013 | 0.999774873 | 0.999370933 | 0.99952811 | 0.999419689 | 0.999539614 | 0.999435663 | 0.999988304 | 1.001813769 | 1.002748132 | 1.001514792 | 1.001464367 | 1.001359105 | 1.00107193 | 1.000473499 | 1.000141859 | 0.999978364 | 0.999831378 | 0.999638736 | 0.999730408 | 0.999866843 | 0.999454439 | 0.999203444 | 0.999466002 | 0.999691725 | 0.999708474 | 0.999325514 | 0.998820484 | 0.999163747 | 0.999222815 | 0.999651551 | 0.99988699 | 1.000340223 | 1.000372648 | 1.000360966 | 0.99994725 | 0.999634981 | 0.99964118 | 0.999544442 | 0.999206603 | 0.999430656 | 0.999301374 | 0.999887526 | 0.999954522 | 0.999583244 | 0.999996006 | 1.00025773 | 1.000215888 | 1.00028491 | 1.00021565 | 1.000284672 | 0.999939144 | 0.999961257 | 0.999815822 | 1.000553489 | 1.000994205 | 1.001101017 | 1.001056552 | 1.000774026 | 1.000398159 | 1.000240207 | 1.000173211 | 1.000064254 | 1.000072598 | 0.999956191 | 1.000347495 | 1.000657439 | 0.999988304 | 0.999004662 | 0.999464273 | 0.999881983 | 0.999976873 | 0.999814808 | 0.999782383 | 0.999895275 | 0.999862492 | 1.000035763 | 1.000225186 | 1.000770569 | 1.000844836 | 1.000310779 | 0.999885559 | 0.999658644 | 0.999616861 | 0.999587357 | 0.999862432 | 0.999951065 | 1.000053525 | 1.000187159 | 1.000247955 | 0.999804437 | 0.999918163 | 0.999380469 | 0.999036193 | 0.999077559 | 0.999355495 | 1.000207543 | 1.000886321 | 1.001198411 | 1.001398563 | 1.001489878 | 1.001395106 | 1.001152515 | 1.000725746 | 1.000318527 | 0.99997133 | 1.000108242 | 0.999991655 | 1.000234723 | 1.00045073 | 1.00032413 | 0.999855697 | 0.999386489 | 0.998928726 | 0.998477697 | 0.998427749 | 0.998580873 | 0.999234378 | 0.999772131 | 0.999905109 | 0.999732971 | 0.999904394 | 0.999557853 | 0.999786913 | 0.999988304 | 0.999518335 | 0.999572337 | 0.999204159 | 0.999201715 | 0.999936044 | 1.000151634 | 1.000366569 | 1.000631809 | 1.000639558 | 0.999817431 | 0.999492288 | 0.998773873 | 0.998207211 | 0.998295546 | 0.998279631 | 0.998367608 | 0.998702586 | 0.99903506 | 0.999529839 | 0.999949455 | 0.999989927 | 1.000571847 | 1.000651956 | 1.000629306 | 1.000467658 | 1.000474334 | 1.000553608 | 1.000586271 | 1.001055121 | 1.000065327 | 1.000294685 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 1.000575542 | 1.000652671 | 0.999829054 | 1.000507474 | 1.00078392 | 1.001062393 | 1.001294494 | 1.001254439 | 1.000378013 | 0.999768376 | 0.998716474 | 0.998427272 | 0.997625887 | 0.997259498 | 0.99712801 | 0.99740088 | 0.998310864 | 0.999365687 | 0.999988304 | 0.999988304 | 0.999400973 | 1.000381351 | 1.000921965 | 1.000877857 | 1.001056075 | 1.001209617 | 1.001018524 | 1.000947356 | 1.001305819 | 1.001101851 | 1.000518322 | 0.999666154 | 0.998597264 | 0.997747719 | 0.997197747 | 0.996853113 | 0.996796966 | 0.997703493 | 0.998561621 | 0.999550045 | 1.00037396 | 1.0010885 | 1.001651406 | 1.00173521 | 1.001529574 | 1.001429319 | 1.001098275 | 1.001072884 | 1.00116384 | 1.001121402 | 1.001136422 | 1.000732422 | 0.999666929 | 0.998572707 | 0.998077214 | 0.997398317 | 0.996811211 | 0.996800125 | 0.997514248 | 0.998423517 | 0.999743819 | 1.00086844 | 1.002040148 | 1.002728939 | 1.002584457 | 1.002610087 | 1.002379775 | 1.001938701 | 1.001445413 | 1.000870585 | 0.999864697 | 1.000492454 | 1.000028968 | 0.999383926 | 0.99885416 | 0.997976065 | 0.997407436 | 0.996922791 | 0.996750712 | 0.997649789 | 0.997947931 | 0.999988304 | 0.996009231 | 0.998762608 | 1.001076579 | 1.002297163 | 1.002479553 | 1.001750708 | 1.001926303 | 1.001173735 | 1.000877976 | 1.000237703 | 0.999921799 | 0.999862015 | 0.999093831 | 0.998329282 | 0.997962654 | 0.997431576 | 0.997420311 | 0.997277498 | 0.997290909 | 0.997529328 | 0.998462498 | 0.999144137 | 1.000570059 | 1.002158523 | 1.003122807 | 1.003146768 | 1.002812982 | 1.002609134 | 1.001896858 | 1.00139606 | 1.000753522 | 1.000335574 | 0.999870777 | 0.99965924 | 0.999358773 | 0.999071717 | 0.998221397 | 0.99767524 | 0.997186065 | 0.997190475 | 0.997533381 | 0.997847319 | 0.998680472 | 0.999738991 | 1.000742912 | 1.001614213 | 1.002185583 | 1.002344966 | 1.002321362 | 1.001839161 | 1.001186013 | 1.000777125 | 1.000700355 | 1.000803471 | 1.000525594 | 1.000172257 | 0.999689639 | 0.999071598 | 0.99821955 | 0.997511685 | 0.997090995 | 0.996893644 | 0.997100174 | 0.99755764 | 0.998819649 | 0.999673784 | 1.000561118 | 1.001326561 | 1.001560092 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 1.004375219 | 1.004738808 | 1.004998565 | 1.005030274 | 1.004600406 | 1.003979802 | 1.002827525 | 1.001414776 | 1.000956655 | 1.00032568 | 0.999664307 | 0.999569535 | 0.999752462 | 0.999812424 | 1.000482678 | 1.000990272 | 1.000470757 | 1.001114249 | 1.000668883 | 1.000366211 | 1.000297785 | 1.000010848 | 0.999921501 | 1.000374913 | 1.000531435 | 1.001021624 | 1.001343131 | 1.000875115 | 1.000858188 | 1.000105381 | 0.999552488 | 0.99889648 | 0.998693764 | 0.998228133 | 0.998426795 | 0.998596013 | 0.998995721 | 0.999483109 | 1.000217557 | 1.000437856 | 1.000415921 | 0.999624133 | 1.000321269 | 1.000681758 | 1.000813246 | 1.001194715 | 1.001451969 | 1.00134933 | 1.000965953 | 1.000638008 | 0.999907136 | 0.999457479 | 0.998591006 | 0.998319387 | 0.997924626 | 0.997954249 | 0.998268485 | 0.998652637 | 0.998775244 | 0.999794781 | 1.000627041 | 1.000932813 | 0.999988304 | 1.000518799 | 1.000861645 | 1.000959992 | 1.001018882 | 1.001057625 | 1.001381516 | 1.001374245 | 1.001055598 | 1.000405192 | 1.000179768 | 1.000013471 | 0.999669731 | 0.998987556 | 0.999326706 | 0.999541104 | 0.999541163 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999399781 | 0.999734879 | 0.999844849 | 0.999783039 | 0.999590397 | 0.999093235 | 0.998907626 | 0.999045789 | 0.999172151 | 0.999283195 | 0.999409854 | 0.999394894 | 0.999382555 | 0.99988991 | 0.999878287 | 1.000008464 | 0.999812007 | 0.999983311 | 1.000410199 | 1.000994802 | 1.001744747 | 1.002298594 | 1.002246261 | 1.001808167 | 1.001424193 | 1.001098752 | 1.000501037 | 1.000137687 | 0.999891102 | 0.999378204 | 0.999731302 | 0.999654114 | 0.999749124 | 0.999920428 | 1.000355124 | 0.999988304 | 0.999608099 | 0.999456763 | 0.999738216 | 0.999885857 | 1.000357747 | 1.000838399 | 1.001398921 | 1.001700878 | 1.001768231 | 1.001686573 | 1.000328183 | 1.00058949 | 1.000154972 | 0.999855757 | 0.999858677 | 1.000079393 | 0.999918163 | 0.999767303 | 0.999570787 | 0.999825299 | 0.999544382 | 0.99963212 | 0.999584436 | 0.999474227 | 0.999427199 | 0.999254465 | 0.999453902 | 0.999510467 | 1.000191808 | 1.000410199 | 1.000805855 | 1.000707984 | 1.000430703 | 0.999778688 | 0.999271691 | 0.998765111 | 0.998877823 | 0.9990623 | 0.999172866 | 0.999240935 | 0.999141395 | 0.998924851 | 0.998893559 | 0.998680353 | 0.998328507 | 0.99825424 | 0.998304188 | 0.998561859 | 0.999334872 | 0.999853611 | 1.000550866 | 1.000626206 | 1.000711203 | 1.000452638 | 1.000069499 | 0.999674141 | 0.999483883 | 0.999691665 | 0.999477923 | 0.999544203 | 0.99972862 | 0.999692619 | 0.999749064 | 0.9996472 | 0.999744236 | 1.000082731 | 1.000077844 | 1.000403285 | 1.00051856 | 1.001008272 | 1.001893401 | 0.999988304 | 0.999545038 | 1.000026345 | 1.000428081 | 1.000057578 | 0.999527931 | 0.99922359 | 0.999188364 | 0.998963416 | 0.99885726 | 0.998908818 | 0.998839974 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.998259902 | 0.998859227 | 0.999226272 | 0.999584615 | 0.999479234 | 0.999717891 | 0.999221265 | 0.999848664 | 0.999875724 | 1.000118613 | 1.000530958 | 1.001186609 | 1.001543522 | 1.001753569 | 1.001433253 | 1.001172662 | 1.001206636 | 1.00079453 | 1.000088573 | 0.999611199 | 0.999533951 | 0.999118745 | 0.99913007 | 0.998850107 | 0.999479234 | 0.999536455 | 0.999068856 | 0.998973846 | 0.998904049 | 0.999328852 | 1.000196218 | 1.000256181 | 1.001361847 | 1.001634598 | 1.001888394 | 1.001847744 | 1.00181818 | 1.001389503 | 1.000719547 | 1.000124454 | 0.999319613 | 0.999200344 | 0.99883461 | 0.998894393 | 0.99905473 | 0.999497533 | 0.999814689 | 0.99975729 | 0.999571621 | 0.999446332 | 0.999411464 | 0.999639809 | 1.000069737 | 1.000526309 | 1.001302004 | 1.001713872 | 1.001863122 | 1.00093019 | 1.001312375 | 1.000662684 | 1.000162244 | 0.999903023 | 0.999306917 | 0.999167085 | 0.999265194 | 0.999314725 | 1.000037789 | 1.000618339 | 1.000758171 | 1.00095284 | 1.000749469 | 1.000318646 | 1.000262499 | 0.999988304 | 0.999988304 | 0.998740375 | 0.999784231 | 1.000538945 | 1.001217246 | 1.001265645 | 1.001014948 | 1.000509501 | 0.999595106 | 0.999243617 | 0.998921335 | 0.998579085 | 0.998588324 | 0.999256968 | 1.000088096 | 1.000942945 | 1.001557827 | 1.001237035 | 1.001103163 | 1.000144839 | 0.999851227 | 0.999784648 | 0.999954224 | 1.000388145 | 1.001035094 | 1.000297546 | 1.000834227 | 1.000681043 | 1.000105977 | 0.999655187 | 0.999137402 | 0.998764813 | 0.998550892 | 0.998468339 | 0.998419523 | 0.999402106 | 1.000316739 | 1.001044273 | 1.001669765 | 1.001453876 | 1.000696778 | 1.000234008 | 0.999025702 | 0.999774456 | 1.000078201 | 1.000302911 | 1.000648022 | 1.000956774 | 1.001027465 | 1.000985026 | 1.000666618 | 0.999760509 | 0.999772966 | 0.999269426 | 0.998995543 | 0.99897629 | 0.999105096 | 0.999778569 | 1.000252247 | 0.999878228 | 1.000944495 | 1.000931382 | 1.000557184 | 1.000057101 | 0.999520481 | 0.999988304 | 0.999988304 | 0.998973429 | 0.999727368 | 1.000226736 | 1.000853419 | 1.000587344 | 1.000286222 | 0.99981755 | 0.999622166 | 0.999279499 | 0.998947322 | 0.99912703 | 0.999228477 | 0.999595821 | 1.000124335 | 1.000605583 | 1.000757813 | 1.00078249 | 1.000456572 | 1.000195861 | 0.999968767 | 0.999775589 | 0.999726117 | 1.000156522 | 1.000601172 | 1.000964046 | 1.001053572 | 1.000827551 | 1.00061512 | 1.000003219 | 0.999413311 | 0.998950183 | 0.998846114 | 0.998602629 | 0.999076009 | 0.998881817 | 0.99949491 | 1.000063658 | 1.000237823 | 1.000217915 | 1.000391126 | 1.000182748 | 0.99960357 | 0.999522626 | 0.999556005 | 1.000106573 | 1.000120282 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.999988304 | 0.99953872 | 0.999727905 | 1.000093699 | 1.000466108 | 1.000358939 | 1.000100851 | 1.000117898 | 1.000003934 | 0.999556959 | 0.999436438 | 0 |
3 | 0.985749602 | 0.999615842 | 0.999615842 | 0.974079311 | 0.975110769 | 0.977443993 | 0.980781257 | 0.984820664 | 0.98892498 | 0.992545307 | 0.995782137 | 0.998777807 | 1.000935555 | 1.002267599 | 1.002724648 | 1.003062725 | 1.003304124 | 1.003330827 | 1.003463745 | 1.003533006 | 1.003306985 | 1.00280714 | 1.002550483 | 1.002311349 | 1.00214541 | 1.001971841 | 1.002080917 | 1.002421141 | 1.003061771 | 1.003456712 | 1.003904104 | 1.00406301 | 1.003804684 | 1.002782702 | 1.001422524 | 0.999509215 | 0.996817708 | 0.994011223 | 0.99086827 | 0.987572908 | 0.984389365 | 0.98166889 | 0.98001802 | 0.979217529 | 0.979352474 | 0.980291128 | 0.981928825 | 0.984588563 | 0.987856686 | 0.99110955 | 0.994081557 | 0.996920407 | 0.99915272 | 1.000886202 | 1.002019882 | 1.002189994 | 1.002110839 | 1.001687646 | 1.001179576 | 1.000660896 | 1.000463128 | 1.000439644 | 1.000235319 | 0.99984473 | 0.999599457 | 0.999009192 | 0.998312175 | 0.997558892 | 0.99652648 | 0.995730698 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.995204389 | 0.99298203 | 0.990107715 | 0.986990452 | 0.984326184 | 0.982022464 | 0.980965137 | 0.980967641 | 0.982130289 | 0.984310627 | 0.987117589 | 0.990441799 | 0.993969798 | 0.997270405 | 1.00056088 | 1.003733635 | 1.006454945 | 1.008675098 | 1.010280252 | 1.011459708 | 1.012294173 | 1.012558341 | 1.012576699 | 1.012556553 | 1.012590766 | 0.999615842 | 0.999615842 | 0.999615842 | 1.007481337 | 1.007082105 | 1.00641191 | 1.00569272 | 1.005438566 | 1.005344272 | 1.004690528 | 1.003823519 | 1.002636552 | 1.001024723 | 0.999393821 | 0.997231245 | 0.994418502 | 0.991458356 | 0.988853157 | 0.986363292 | 0.984117806 | 0.981866419 | 0.980375469 | 0.97996372 | 0.980504274 | 0.98212719 | 0.984632492 | 0.987849593 | 0.99141556 | 0.994675577 | 0.998055696 | 1.000523329 | 1.003145337 | 1.005439281 | 1.007214546 | 1.008345604 | 1.008953929 | 1.009364128 | 1.009587884 | 1.009581566 | 1.009310961 | 1.008642077 | 1.007822752 | 1.007086158 | 1.006400108 | 1.00548327 | 1.004645705 | 1.004093766 | 1.004279137 | 1.004437566 | 1.004837155 | 1.005130649 | 1.004888892 | 1.004098535 | 1.002888083 | 1.001346707 | 0.9991377 | 0.995919824 | 0.992921531 | 0.989696205 | 0.986852288 | 0.98423326 | 0.982303917 | 0.981555045 | 0.981519282 | 0.982193708 | 0.983881831 | 0.986208797 | 0.989334702 | 0.992812216 | 0.995604515 | 0.998521745 | 1.001523376 | 1.004453897 | 1.006937623 | 1.008794785 | 1.010375857 | 1.011658549 | 1.012304664 | 1.012110114 | 1.01150465 | 1.010428548 | 1.009188652 | 1.008252382 | 1.00708878 | 1.006350875 | 1.005251288 | 1.004152417 | 1.003465772 | 1.003258109 | 1.003570914 | 1.004197359 | 1.004564047 | 1.004561424 | 1.004017711 | 1.002942562 | 1.001271129 | 0.999613762 | 0.999615842 | 0.990768194 | 0.990057647 | 0.989141405 | 0.988016129 | 0.987397015 | 0.987119019 | 0.987376988 | 0.988047063 | 0.989249706 | 0.991034806 | 0.993663788 | 0.996655047 | 0.999701798 | 1.002682447 | 1.005372882 | 1.007810712 | 1.00978148 | 1.011276603 | 1.012011409 | 1.012000203 | 1.011224866 | 1.009841442 | 1.008337855 | 1.006702304 | 1.005151033 | 1.003293514 | 1.001850486 | 1.000557423 | 0.999246001 | 0.998275757 | 0.997733057 | 0.997281611 | 0.997279644 | 0.997657239 | 0.998549879 | 0.999435604 | 0.999877751 | 0.999613464 | 0.998995602 | 0.997819543 | 0.996367276 | 0.994662404 | 0.992930114 | 0.991295934 | 0.989253342 | 0.987361193 | 0.985973895 | 0.984691441 | 0.98397243 | 0.999615842 | 0.986035109 | 0.987695694 | 0.990551293 | 0.9935956 | 0.996810198 | 0.999615842 | 0.999615842 | 0.999615842 | 1.005564213 | 1.006632686 | 1.007635593 | 1.007823467 | 1.007489085 | 1.006490588 | 1.005183697 | 1.003667712 | 1.002050161 | 1.000480771 | 0.999436498 | 0.998779356 | 0.998007417 | 0.997195482 | 0.996655643 | 0.996396959 | 0.996821821 | 0.997834325 | 0.999078929 | 1.00015223 | 1.001106977 | 1.00151813 | 1.001466632 | 1.000760436 | 0.999558449 | 0.997674704 | 0.995559692 | 0.99363035 | 0.991505802 | 0.989433885 | 0.987672269 | 0.987057924 | 0.987024903 | 0.987193584 | 0.988197803 | 0.989806473 | 0.991889179 | 0.994131386 | 0.996375322 | 0.998579323 | 1.000668168 | 1.001859188 | 1.005323172 | 1.006451488 | 1.007470965 | 1.007831216 | 1.00734961 | 1.006410718 | 1.005280972 | 1.003902555 | 1.002280354 | 1.001021385 | 1.00001359 | 0.999370217 | 0.998554885 | 0.997885704 | 0.997742474 | 0.998419344 | 0.999577343 | 1.00135386 | 1.003140807 | 1.004017472 | 1.006075501 | 1.006000161 | 1.005657673 | 1.004738092 | 1.003185391 | 1.001275301 | 0.999110103 | 0.996717751 | 0.994605422 | 0.992817879 | 0.99126035 | 0.990223169 | 0.989609122 | 0.990091562 | 0.990892589 | 0.992090404 | 0.993837833 | 0.995664895 | 0.997628033 | 0.999605179 | 1.001414776 | 1.003019929 | 1.00436306 | 1.005269647 | 1.00536263 | 1.004624963 | 1.00348115 | 1.001826525 | 0.999789119 | 0.997609735 | 0.995527327 | 0.994020462 | 0.993112624 | 0.992746592 | 0.993160009 | 0.993957579 | 0.995679557 | 0.998101413 | 1.000983596 | 1.003855944 | 1.006640673 | 1.008786082 | 1.010115623 | 1.010640264 | 1.010250449 | 1.009031177 | 1.007127643 | 1.004825234 | 1.002214909 | 0.99915725 | 0.996053159 | 0.992727458 | 0.98971343 | 0.987134039 | 0.985625088 | 0.98493892 | 0.984998226 | 0.985362351 | 0.986126781 | 0.987643957 | 0.989507318 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 1.001717091 | 1.002946377 | 1.003763437 | 1.003960252 | 1.003881931 | 1.003342032 | 1.002708554 | 1.002055764 | 1.00159955 | 1.001423717 | 1.001440525 | 1.001674771 | 1.002110839 | 1.002814651 | 1.003956199 | 1.005458713 | 1.006950855 | 1.008108258 | 1.008745313 | 1.008767962 | 1.00835216 | 1.00745368 | 1.005597353 | 1.003333807 | 1.000775933 | 0.998081207 | 0.99512881 | 0.992754459 | 0.990648985 | 0.988881886 | 0.98764962 | 0.987011969 | 0.987040102 | 0.987597764 | 0.988485634 | 0.989996672 | 0.991916955 | 0.994056523 | 0.996344209 | 0.998247206 | 0.999912262 | 1.001182199 | 1.001704931 | 1.001634955 | 1.001264811 | 1.000816226 | 1.000629783 | 1.000362754 | 1.000190973 | 0.999728739 | 0.999401867 | 0.99907732 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 1.00510776 | 1.005924821 | 1.007401705 | 1.008816719 | 1.010243416 | 1.010988712 | 1.011158228 | 1.010766864 | 1.010013461 | 1.00887537 | 1.007253528 | 1.005352736 | 1.003407836 | 1.001581907 | 0.999802291 | 0.99796629 | 0.99643892 | 0.995146036 | 0.993766844 | 0.992719412 | 0.992031574 | 0.992189705 | 0.992810309 | 0.993921936 | 0.99504739 | 0.996474266 | 0.99785161 | 0.999182403 | 1.000395417 | 1.001381516 | 1.002087951 | 1.002247214 | 1.00197053 | 1.001463056 | 1.000725389 | 0.999892175 | 0.998929739 | 0.997855961 | 0.996887445 | 0.99637568 | 0.99633646 | 0.996931314 | 0.998023391 | 0.999170005 | 1.000627875 | 1.002226591 | 1.003974915 | 1.005655646 | 1.0072124 | 1.008457541 | 1.009314537 | 1.009459972 | 1.009106755 | 1.008274913 | 1.007092357 | 1.005757213 | 1.004289031 | 1.002323508 | 1.000335455 | 0.998007715 | 0.995628655 | 0.993733406 | 0.992625237 | 0.999615842 | 0.992063046 | 0.992785752 | 0.994514167 | 0.996347368 | 0.99796325 | 0.999584734 | 1.001006961 | 1.001978517 | 1.002302051 | 1.002071738 | 1.001322865 | 1.000151873 | 0.998911798 | 0.997419119 | 0.995722234 | 0.994300067 | 0.993193805 | 0.992556691 | 0.992118478 | 0.991900504 | 0.992029488 | 0.99289602 | 0.994242311 | 0.996107876 | 0.998356462 | 1.00051105 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 1.012412906 | 1.011543512 | 1.010063291 | 1.008358359 | 1.006612659 | 1.005113244 | 1.004025459 | 1.003153205 | 1.002535224 | 1.002126813 | 1.001966 | 1.001903653 | 1.001788378 | 1.001919866 | 1.002269626 | 1.002414942 | 1.002262473 | 1.001842141 | 1.001253009 | 1.000194669 | 0.998685837 | 0.996845245 | 0.994978666 | 0.993243694 | 0.991804183 | 0.990645647 | 0.989906013 | 0.989602685 | 0.989856243 | 0.990786374 | 0.99207592 | 0.993243039 | 0.994641364 | 0.996447742 | 0.998744786 | 1.001060367 | 1.00341785 | 1.005653501 | 1.007255912 | 1.008010864 | 1.007924676 | 1.006933928 | 1.005200624 | 1.002952456 | 1.000314832 | 0.997584045 | 0.994946003 | 0.992536366 | 0.990813017 | 0.989676297 | 0.988967121 | 0.98906213 | 0.989767611 | 0.990946949 | 0.992179573 | 0.99366647 | 0.995313883 | 0.996609747 | 0.9975155 | 0.998332679 | 0.998588383 | 0.998608172 | 0.998313665 | 0.99783659 | 0.997293174 | 0.996953666 | 0.997312844 | 0.99811101 | 0.999280751 | 1.000653863 | 1.002014041 | 1.003245711 | 1.004549146 | 1.006245136 | 1.008034348 | 1.00977242 | 1.011879444 | 1.014463067 | 1.01667285 | 1.018750906 | 1.019882083 | 1.019981503 | 1.019135833 | 1.017939091 | 0.999615842 | 0.999615842 | 1.003779888 | 1.000555277 | 0.997778296 | 0.995693147 | 0.994296372 | 0.99333173 | 0.992748439 | 0.992393017 | 0.992422998 | 0.992836237 | 0.99351126 | 0.993730068 | 0.994167387 | 0.994592488 | 0.995132446 | 0.995917618 | 0.996284962 | 0.996583402 | 0.996861517 | 0.996946096 | 0.997080624 | 0.997327864 | 0.997914732 | 0.998875618 | 1.000036597 | 1.00138557 | 1.003160238 | 1.004945278 | 1.006641984 | 1.008434176 | 1.010572314 | 1.013051271 | 1.015279055 | 1.017026901 | 1.018167734 | 1.018959999 | 1.01903975 | 1.018544078 | 1.017433167 | 1.015677333 | 1.013447523 | 1.010587215 | 1.007797718 | 1.00488162 | 1.002416492 | 1.000056267 | 0.997811377 | 0.995718479 | 0.993603885 | 0.991881847 | 0.990777493 | 0.989861965 | 0.989360392 | 0.989238799 | 0.989671767 | 0.990840495 | 0.993065596 | 0.995318592 | 0.99750334 | 0.999558926 | 1.001410961 | 1.003174901 | 1.004554629 | 1.005122542 | 0.999615842 | 1.007596135 | 1.008068204 | 1.008625746 | 1.00919354 | 1.009908795 | 1.01081121 | 1.011733532 | 1.01269567 | 1.013943911 | 1.015080452 | 1.01606679 | 1.016683698 | 1.016874552 | 1.016539574 | 1.015584588 | 1.014093757 | 1.01184833 | 1.00929296 | 1.006843567 | 1.004168391 | 1.001595616 | 0.99906522 | 0.99606055 | 0.99300909 | 0.989821851 | 0.986564279 | 0.983455479 | 0.980876744 | 0.978779733 | 0.977446556 | 0.977347255 | 0.978244364 | 0.980181456 | 0.983138382 | 0.987193048 | 0.991478026 | 0.995249152 | 0.998733222 | 1.001949072 | 1.004771829 | 1.006911278 | 1.008092046 | 1.008577228 | 1.008655429 | 1.00857079 | 1.008196592 | 1.00816524 | 1.008438468 | 1.008783937 | 1.009379983 | 1.010239363 | 1.01130712 | 1.012679935 | 1.014067888 | 1.015212059 | 1.015807629 | 0.999615842 | 1.016319633 | 1.01559937 | 1.014259696 | 1.01247704 | 1.010374427 | 1.00763166 | 1.004370809 | 1.00084269 | 0.996894896 | 0.992889941 | 0.9890908 | 0.985390842 | 0.982328415 | 0.980199754 | 0.978857577 | 0.978546441 | 0.979511619 | 0.981700718 | 0.984591186 | 0.987973213 | 0.991096318 | 0.994281232 | 0.997080147 | 0.999462783 | 1.001044035 | 1.001819134 | 1.001804471 | 1.001152992 | 0.999951959 | 0.998438179 | 0.997019887 | 0.9958933 | 0.995337129 | 0.995328188 | 0.996661961 | 0.999123991 | 1.001941681 | 1.004945636 | 1.007902741 | 1.010471821 | 1.012835026 | 1.014811039 | 1.016340852 | 1.017220497 | 1.017165303 | 1.016552091 | 1.015080929 | 1.013170004 | 1.01059711 | 1.007588863 | 1.00403893 | 1.000311971 | 0.996586323 | 0.992880642 | 0.989242911 | 0.986007869 | 0.983761191 | 0.982284486 | 0.98200053 | 0.982869923 | 0.984528184 | 0.986969173 | 0.989899039 | 0.99292022 | 0.995805562 | 0.998092473 | 0.999360263 | 0.999527335 | 0.999615842 | 0.997419059 | 0.996668994 | 0.995004654 | 0.993333519 | 0.991850078 | 0.990940869 | 0.991022825 | 0.992374182 | 0.994661033 | 0.997437656 | 1.000586867 | 1.003934383 | 1.007565856 | 1.01078403 | 1.013378978 | 1.015204191 | 1.016469836 | 1.016694427 | 1.016053796 | 1.014691591 | 1.012641549 | 1.009639025 | 1.006124854 | 1.002925873 | 0.999536037 | 0.995713472 | 0.99197644 | 0.989131093 | 0.987126946 | 0.986072481 | 0.985606015 | 0.986381948 | 0.988430023 | 0.991097987 | 0.994743526 | 0.998423755 | 1.002096772 | 1.004902244 | 1.006647468 | 1.007656932 | 1.007034302 | 1.005207419 | 1.002452612 | 0.99931854 | 0.996162236 | 0.993037105 | 0.990646183 | 0.989055693 | 0.98859477 | 0.989391804 | 0.991293907 | 0.994124591 | 0.997717083 | 1.001345634 | 1.005132914 | 1.007055998 | 1.015419483 | 1.016477942 | 1.017586112 | 1.018290997 | 1.018317819 | 1.017448902 | 1.015988827 | 1.01398468 | 1.011387587 | 1.008628726 | 1.005770326 | 1.002713084 | 0.999866664 | 0.997400284 | 0.995618224 | 0.99421376 | 0.99341321 | 0.993163884 | 0.993619025 | 0.994832695 | 0.996284723 | 0.998174012 | 1.000050902 | 1.001374006 | 1.002109885 | 1.002015471 | 1.000945926 | 0.998972654 | 0.996505976 | 0.993883431 | 0.99150157 | 0.989700854 | 0.988488197 | 0.987944126 | 0.987758219 | 0.988261342 | 0.989785612 | 0.992172956 | 0.995250404 | 0.998314202 | 1.001326442 | 1.00419867 | 1.006470799 | 1.008519769 | 1.009600878 | 1.010176897 | 1.010261536 | 1.010387778 | 1.01022017 | 1.009875655 | 1.009407759 | 1.00823164 | 1.00651896 | 1.004376292 | 1.001857877 | 0.999364197 | 0.996771157 | 0.994327307 | 0.992600262 | 0.991826534 | 0.991882384 | 0.992905796 | 0.994287431 | 0.999615842 | 1.001749635 | 1.002038002 | 1.002175331 | 1.001937985 | 1.001082659 | 0.999382615 | 0.997559965 | 0.995616734 | 0.994106948 | 0.993458927 | 0.993258953 | 0.993387759 | 0.994325101 | 0.996226609 | 0.998694599 | 1.001612067 | 1.004297137 | 1.006460547 | 1.00834918 | 1.009251952 | 1.009204507 | 1.008341074 | 1.007067084 | 1.005883932 | 1.005095005 | 1.00472641 | 1.004298568 | 1.003613234 | 1.002734303 | 1.001671672 | 1.00121057 | 1.00070262 | 1.000148773 | 0.99940598 | 0.998432398 | 0.99799186 | 0.998080969 | 0.998329163 | 0.998549044 | 0.999132097 | 0.999684691 | 1.000487208 | 1.001742244 | 1.002867579 | 1.003569722 | 1.003128648 | 1.0015558 | 0.999524415 | 0.997847736 | 0.996103942 | 0.995375395 | 0.995064318 | 0.995365441 | 0.996030629 | 0.997474492 | 0.999230683 | 1.001220822 | 1.003299713 | 1.005106926 | 1.006339908 | 1.006861687 | 0.999615842 | 1.006662488 | 1.00579083 | 1.004624844 | 1.003177762 | 1.002037764 | 1.000860572 | 1.000433564 | 1.000475168 | 1.000546575 | 1.000395656 | 1.000074267 | 0.999412775 | 0.998655975 | 0.997831047 | 0.997147441 | 0.996437073 | 0.996071815 | 0.996264756 | 0.99685359 | 0.997727394 | 0.998637319 | 0.999823868 | 1.001189351 | 1.002047181 | 1.002530336 | 1.002653003 | 1.002165556 | 1.001573205 | 1.000859022 | 1.000525355 | 1.000289321 | 1.000624537 | 1.000869393 | 1.001733303 | 1.002586007 | 1.004023314 | 1.005293846 | 1.006525993 | 1.007586837 | 1.007973313 | 1.007578135 | 1.006768227 | 1.005459189 | 1.003998518 | 1.002605081 | 1.001676679 | 1.001079679 | 1.000267386 | 0.99955368 | 0.998938322 | 0.998168945 | 0.997535706 | 0.99664861 | 0.995458066 | 0.994759917 | 0.994029522 | 0.993428826 | 0.993186176 | 0.99333638 | 0.993504822 | 0.99394381 | 0.999615842 | 0.995001554 | 0.99566412 | 0.996210575 | 0.996279478 | 0.996262431 | 0.996159971 | 0.995899856 | 0.995342791 | 0.995144546 | 0.995133221 | 0.995484531 | 0.996174574 | 0.997481167 | 0.999246955 | 1.001179934 | 1.003038526 | 1.004452109 | 1.005561352 | 1.006539464 | 1.006900311 | 1.00686872 | 1.006633043 | 1.006194472 | 1.00545609 | 1.00477016 | 1.004443169 | 1.004196644 | 1.003685117 | 1.00325048 | 1.002387524 | 1.001157165 | 0.999828815 | 0.998477042 | 0.997008145 | 0.995642006 | 0.99471879 | 0.994485855 | 0.994734287 | 0.995033264 | 0.99552083 | 0.99660635 | 0.997944057 | 0.999544919 | 1.000873089 | 1.001476645 | 1.001413703 | 1.000871062 | 1.000209689 | 0.999504864 | 0.99886167 | 0.998554051 | 0.998476923 | 0.998773098 | 0.999395728 | 1.000588775 | 1.002075315 | 1.003814816 | 1.004722595 | 1.005286694 | 0.999615842 | 1.004185319 | 1.003548503 | 1.002697349 | 1.00186789 | 1.000934124 | 1.000188708 | 0.999948263 | 0.999665082 | 0.999497652 | 0.999529183 | 0.999259949 | 0.998758495 | 0.998208523 | 0.99750489 | 0.996619701 | 0.995648444 | 0.994730949 | 0.993970394 | 0.993486106 | 0.993241489 | 0.99338603 | 0.993898094 | 0.994681954 | 0.995612741 | 0.996566832 | 0.997288227 | 0.997336864 | 0.997295916 | 0.997468412 | 0.997973621 | 0.998705506 | 0.999751866 | 1.001083493 | 1.002275944 | 1.003800154 | 1.005458236 | 1.007079363 | 1.008547783 | 1.009753585 | 1.010511994 | 1.011059403 | 1.010959744 | 1.010097384 | 1.008694291 | 1.006970406 | 1.005020022 | 1.003102064 | 1.001565695 | 1.000545859 | 1.000035763 | 1.000066876 | 1.000032306 | 0.999680817 | 0.999195457 | 0.998650253 | 0.998041391 | 0.997362792 | 0.996847749 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 1.004082322 | 1.002556324 | 1.001036763 | 1.000547767 | 1.000301719 | 1.000177026 | 1.000127792 | 0.999973238 | 0.999922752 | 0.999495566 | 0.99862057 | 0.997793138 | 0.997248828 | 0.996732056 | 0.996283293 | 0.99591589 | 0.996084511 | 0.996733963 | 0.997504056 | 0.998428643 | 0.999346495 | 1.000253916 | 1.001089931 | 1.001791477 | 1.002053618 | 1.001795173 | 1.00131166 | 1.0006634 | 1.000239253 | 1.000167131 | 0.999932885 | 0.999872923 | 1.000205517 | 1.000716925 | 1.001335263 | 1.002262831 | 1.002949357 | 1.003029823 | 1.0029006 | 1.002880454 | 1.002768755 | 1.002894282 | 1.002801299 | 1.002757072 | 1.002948642 | 1.003244996 | 1.003692627 | 1.003832698 | 1.003185749 | 1.002164483 | 1.001084566 | 0.999297857 | 0.998388231 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.998091459 | 0.994653881 | 0.99224478 | 0.991407931 | 0.99147892 | 0.992097557 | 0.992682636 | 0.992936134 | 0.993082941 | 0.993340194 | 0.993637383 | 0.994136155 | 0.994799912 | 0.995085776 | 0.995632172 | 0.996535599 | 0.997766495 | 0.999240696 | 1.000662565 | 1.002148271 | 1.003619075 | 1.00493741 | 1.005766869 | 1.006448984 | 1.006465077 | 1.006172895 | 1.005634785 | 1.005165219 | 1.0045892 | 1.004047751 | 1.003458261 | 1.002620935 | 1.001492381 | 1.000738978 | 1.00013411 | 0.999603927 | 0.999144733 | 0.998683929 | 0.998399436 | 0.997992456 | 0.997700512 | 0.997461021 | 0.997080445 | 0.996644914 | 0.996327817 | 0.995761096 | 0.995207965 | 0.994842708 | 0.994222164 | 0.993783474 | 0.993461609 | 0.993522465 | 0.993723691 | 0.994111657 | 0.994542897 | 0.995279491 | 0.996101201 | 0.997392654 | 0.998889744 | 1.000366092 | 1.001581311 | 1.002576351 | 1.003521323 | 1.004135847 | 1.004459858 | 1.004683852 | 1.004300952 | 1.003730774 | 1.002830863 | 1.002133727 | 1.001211286 | 1.000203371 | 0.999299407 | 0.998223007 | 0.997047246 | 0.995807648 | 0.99467659 | 0.993996918 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.99997139 | 1.000252128 | 1.000487089 | 1.000802517 | 1.001097679 | 1.000900507 | 1.000365853 | 0.999708951 | 0.99905014 | 0.998880088 | 0.999058008 | 0.999575317 | 1.000330925 | 1.001334071 | 1.002343297 | 1.003559589 | 1.004600406 | 1.005550504 | 1.006402016 | 1.006783247 | 1.006596088 | 1.005414605 | 1.004310489 | 1.00267899 | 1.000502944 | 0.998157024 | 0.996146202 | 0.994488955 | 0.993208528 | 0.992374182 | 0.992032349 | 0.992111385 | 0.992727339 | 0.99380213 | 0.995098889 | 0.996508539 | 0.997818768 | 0.998640656 | 0.999090731 | 0.998877704 | 0.999033332 | 0.998636425 | 0.998197198 | 0.997881234 | 0.998014808 | 0.998291075 | 0.99847585 | 0.998583794 | 0.998702943 | 0.998635352 | 0.998881161 | 0.999775171 | 1.001170993 | 1.002906919 | 1.004718184 | 1.006264567 | 1.007584333 | 1.00842154 | 1.009281158 | 1.009932995 | 1.010263324 | 1.0097754 | 1.00863111 | 1.006667137 | 1.004191518 | 1.001410723 | 0.998633385 | 0.996194243 | 0.994233608 | 0.992725372 | 0.99194479 | 0.991785526 | 0.992058516 | 0.999615842 | 0.993847907 | 0.9948861 | 0.996183395 | 0.997422874 | 0.998646259 | 0.999598682 | 0.999998331 | 0.999991953 | 0.999565959 | 0.99897635 | 0.998571813 | 0.998095214 | 0.997488499 | 0.996991754 | 0.996473014 | 0.996105254 | 0.996391475 | 0.997216642 | 0.998298645 | 0.999939442 | 1.002021313 | 1.004337668 | 1.006850243 | 1.009115577 | 1.010757089 | 1.011796951 | 1.012204766 | 1.01207459 | 1.011316895 | 1.010227203 | 1.008519411 | 1.006185532 | 1.00369525 | 1.001171708 | 0.998861492 | 0.99722892 | 0.995953798 | 0.995218098 | 0.994875669 | 0.994849443 | 0.99513644 | 0.995864213 | 0.996920764 | 0.998135149 | 0.999502003 | 1.001212835 | 1.002815127 | 1.003782272 | 1.004256725 | 1.004235744 | 1.003781676 | 1.002819657 | 1.001333117 | 0.999692917 | 0.998398602 | 0.997523665 | 0.997205317 | 0.997247517 | 0.998036742 | 0.998633862 | 0.999969125 | 1.001648307 | 1.003373981 | 1.005078673 | 1.006262779 | 1.006805062 | 1.006860375 | 1.00671351 | 1.006168246 | 1.005075336 | 1.003826857 | 1.002207637 | 1.000550628 | 0.998867452 | 0.997382462 | 0.996312916 | 0.995692909 | 0.995387197 | 0.995247662 | 0.995925546 | 0.996507227 | 0.996931851 | 0.99720484 | 0.999615842 | 0.998920262 | 1.000072718 | 1.001419783 | 1.002936363 | 1.004162788 | 1.004674554 | 1.004574656 | 1.004032254 | 1.00331533 | 1.002660394 | 1.001966476 | 1.001256585 | 1.000664473 | 1.000136256 | 0.999922812 | 0.999853611 | 1.000197053 | 1.001218677 | 1.002846122 | 1.004510283 | 1.005837083 | 1.007157564 | 1.007695675 | 1.007642269 | 1.006896496 | 1.005891919 | 1.004235268 | 1.002444506 | 1.000413418 | 0.998147368 | 0.996033669 | 0.994041085 | 0.992589355 | 0.991749704 | 0.991114438 | 0.990934849 | 0.99094516 | 0.999615842 | 0.992238581 | 0.991780579 | 0.991616666 | 0.991516709 | 0.992111921 | 0.99331063 | 0.994832695 | 0.996919215 | 0.999266744 | 1.001483202 | 1.003210902 | 1.004401565 | 1.005365729 | 1.005891085 | 1.00625217 | 1.006332994 | 1.00659883 | 1.006848454 | 1.006959796 | 1.00712359 | 1.007656455 | 1.008265972 | 1.009483457 | 1.010891318 | 1.012099266 | 1.012893796 | 1.013199568 | 1.012986779 | 1.012185097 | 1.011043906 | 1.00926888 | 1.007165432 | 1.004824281 | 1.002447724 | 0.999852836 | 0.99687463 | 0.994376779 | 0.992113411 | 0.990642607 | 0.989923477 | 0.989823818 | 0.989961147 | 0.990076602 | 0.990091622 | 0.99027878 | 0.990912437 | 0.991689503 | 0.992692053 | 0.994215488 | 0.995333731 | 0.995977879 | 0.996267498 | 0.996651709 | 0.997333288 | 0.997560441 | 0.998054206 | 0.998495996 | 0.999283612 | 0.99996233 | 1.000729322 | 1.001755238 | 0.999615842 | 1.002099395 | 1.003963947 | 1.006170392 | 1.008215308 | 1.009914756 | 1.011174083 | 1.012058139 | 1.01231432 | 1.01214087 | 1.011186957 | 1.009553909 | 1.007437706 | 1.00481379 | 1.001926541 | 0.998911202 | 0.996553779 | 0.994901955 | 0.994164169 | 0.994004428 | 0.994530737 | 0.995800793 | 0.997068644 | 0.998484552 | 0.999648809 | 1.000141025 | 1.000789523 | 1.000891089 | 1.000814557 | 1.000803828 | 1.000670433 | 1.000156045 | 0.999811649 | 0.999360859 | 0.998757482 | 0.998175025 | 0.998142958 | 0.998185337 | 0.998652458 | 0.999474704 | 1.000387192 | 1.001546383 | 1.002611279 | 1.003655076 | 1.005177379 | 1.006875277 | 1.008540988 | 1.010233879 | 1.011927724 | 1.012844086 | 1.013030648 | 1.012133121 | 1.010298371 | 1.007699847 | 1.004455447 | 1.001288652 | 0.998550057 | 0.996320069 | 0.99460578 | 0.993360043 | 0.992653072 | 0.992460549 | 0.992754817 | 0.993925095 | 0.995127916 | 0.999615842 | 0.99591285 | 0.99766469 | 0.998206854 | 0.997839153 | 0.997722387 | 0.997343421 | 0.996866286 | 0.996511936 | 0.996349394 | 0.996211231 | 0.996361017 | 0.996542037 | 0.99690789 | 0.997443378 | 0.997973621 | 0.998529911 | 0.99942714 | 1.000033855 | 1.000649333 | 1.001714587 | 1.003175378 | 1.004826307 | 1.007215142 | 1.009716153 | 1.012038231 | 1.013791084 | 1.014729261 | 1.014251947 | 1.012508631 | 1.010024905 | 1.007229567 | 1.00445056 | 1.002014637 | 1.000040412 | 0.998452425 | 0.997477353 | 0.996875584 | 0.996807396 | 0.997287095 | 0.998106301 | 0.999210179 | 1.000443697 | 1.001363635 | 1.001798987 | 1.001472354 | 1.00062573 | 0.999358833 | 0.998213828 | 0.997229338 | 0.997050464 | 0.997337043 | 0.997908056 | 0.998678029 | 0.99933058 | 1.000027299 | 1.000917792 | 1.001613021 | 1.002467036 | 1.003664494 | 1.004905581 | 1.005756378 | 0.999615842 | 1.003179312 | 1.003937483 | 1.005411625 | 1.006819248 | 1.007913828 | 1.008516431 | 1.008143544 | 1.006862879 | 1.005268097 | 1.003285408 | 1.001504302 | 0.999803305 | 0.998565018 | 0.997833252 | 0.997549951 | 0.997592151 | 0.997635901 | 0.997855008 | 0.99825716 | 0.998826206 | 0.999432385 | 0.999802113 | 0.999856055 | 0.999908626 | 0.999567688 | 0.999351799 | 0.999164402 | 0.998975754 | 0.998744667 | 0.998507679 | 0.998131633 | 0.997601569 | 0.997123182 | 0.996622264 | 0.996614754 | 0.997043133 | 0.997407317 | 0.998244345 | 0.999594331 | 1.000748277 | 1.001326323 | 1.001762509 | 1.002164721 | 1.002457976 | 1.003032088 | 1.00374949 | 1.003934145 | 1.003658652 | 1.002767444 | 1.002142549 | 1.001327038 | 1.00023067 | 0.999784827 | 0.999717891 | 0.999854147 | 1.000276804 | 1.000651479 | 1.000745177 | 1.000352383 | 0.999454319 | 0.998692691 | 0.998079002 | 0.997584999 | 0.999615842 | 0.997005105 | 0.997213423 | 0.997072637 | 0.997096539 | 0.997489512 | 0.997828245 | 0.997999132 | 0.997962177 | 0.998013437 | 0.997969806 | 0.99763 | 0.997345984 | 0.99734664 | 0.997816861 | 0.998640835 | 0.999887228 | 1.000804424 | 1.001348734 | 1.001477361 | 1.001430869 | 1.001423001 | 1.001814604 | 1.002036452 | 1.002088189 | 1.002024531 | 1.001885772 | 1.001627088 | 1.001345754 | 1.001327872 | 1.001550674 | 1.002146363 | 1.003061771 | 1.003919005 | 1.004647851 | 1.005198359 | 1.005628943 | 1.005795002 | 1.005609989 | 1.005352974 | 1.004955292 | 1.004462719 | 1.004130483 | 1.003558993 | 1.003072619 | 1.002265573 | 1.001382232 | 1.000311852 | 0.999089241 | 0.997693837 | 0.996107042 | 0.99479121 | 0.993952096 | 0.993567765 | 0.993573785 | 0.993754923 | 0.994030774 | 0.994319141 | 0.99480629 | 0.995064259 | 0.994974136 | 0.994392633 | 0.999615842 | 0.992486537 | 0.991432369 | 0.990480125 | 0.989893436 | 0.989783585 | 0.989836693 | 0.990318835 | 0.991316319 | 0.992422938 | 0.993615329 | 0.99535203 | 0.997200489 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 1.005329609 | 1.005300164 | 1.004951954 | 1.004571915 | 1.004395723 | 1.004155278 | 1.004134774 | 1.004038215 | 1.00380671 | 1.003534913 | 1.003216028 | 1.002521873 | 1.001951337 | 1.001671195 | 1.001270294 | 1.000766516 | 1.000251174 | 1.000073552 | 0.999997795 | 0.999820888 | 0.999765635 | 0.999731302 | 0.999625683 | 0.999339581 | 0.99892658 | 0.998295069 | 0.997688293 | 0.997194469 | 0.996713877 | 0.996184766 | 0.995870113 | 0.995958507 | 0.996138155 | 0.996645987 | 0.997418404 | 0.998724282 | 1.000489116 | 1.002565384 | 1.00463593 | 1.006418943 | 1.008250237 | 1.009934902 | 1.011430621 | 1.012450814 | 1.012863874 | 1.013232827 | 1.013027787 | 1.012234569 | 1.011061072 | 1.009569049 | 1.008025885 | 1.006709456 | 0.999615842 | 1.015317917 | 1.012622952 | 1.006985664 | 1.003584027 | 1.001551151 | 1.000882745 | 0.999536455 | 0.998489618 | 0.997697234 | 0.997359574 | 0.997084558 | 0.997511923 | 0.99578017 | 0.995112717 | 0.994655311 | 0.994340599 | 0.993943751 | 0.994386375 | 0.994720638 | 0.995185316 | 0.995904744 | 0.996585906 | 0.998227954 | 0.999330699 | 1.000018716 | 1.00146389 | 1.002862334 | 1.004186988 | 1.00603497 | 1.007538199 | 1.007998109 | 1.008302689 | 1.008237004 | 1.007480264 | 1.007242441 | 1.006280184 | 0.999615842 | 0.999615842 | 0.999615842 | 1.000474691 | 1.000023723 | 1.000094056 | 0.999596834 | 0.999406815 | 0.999418378 | 0.999615842 | 1.00019145 | 0.999943435 | 0.999271214 | 0.998537958 | 0.997953594 | 0.99740237 | 0.996878147 | 0.996032119 | 0.999615842 | 0.995596886 | 0.996007681 | 0.994916081 | 0.99527663 | 0.996694863 | 0.998457432 | 0.999810398 | 1.00145936 | 1.003029585 | 1.004854798 | 1.006513476 | 1.0081985 | 1.009455323 | 1.010623574 | 1.011463046 | 1.011954784 | 1.012021065 | 1.011488557 | 1.010567069 | 1.009540439 | 1.007941842 | 1.006250978 | 1.004148006 | 1.001543999 | 0.999156296 | 0.997370899 | 0.995958507 | 0.994891584 | 0.994713247 | 0.994967759 | 0.995498896 | 0.996246338 | 0.996840239 | 0.997491419 | 0.997844696 | 0.998005152 | 0.997698128 | 0.997399271 | 0.996690512 | 0.996471405 | 0.996626437 | 0.996496856 | 0.996899188 | 0.998094261 | 0.999342561 | 1.000569224 | 1.001990914 | 1.003216982 | 1.00497508 | 1.007056832 | 1.00894773 | 1.010774136 | 1.012319684 | 1.013594389 | 1.014757514 | 0.999615842 | 0.999838829 | 1.000366092 | 1.004460931 | 1.006772518 | 1.006914258 | 1.005730867 | 1.004153371 | 1.002280831 | 1.000005603 | 0.997860253 | 0.995985568 | 0.994328082 | 0.993572116 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.998247504 | 0.997534573 | 0.997688949 | 0.997402906 | 0.997461021 | 0.997892141 | 0.998837292 | 0.999627054 | 1.000428081 | 1.001377106 | 1.002207518 | 1.003218532 | 1.004345417 | 1.005833149 | 1.007617474 | 1.008818984 | 1.010007977 | 1.011107326 | 1.011483788 | 1.01180768 | 1.012084365 | 1.011919141 | 1.01132524 | 1.008739948 | 1.006498933 | 1.004432082 | 1.002519965 | 1.00080955 | 0.998303592 | 0.99546355 | 0.994221687 | 0.992072284 | 0.990940273 | 0.989201546 | 0.987580597 | 0.995673001 | 0.994729936 | 0.993639886 | 0.992644906 | 0.991726637 | 0.991091967 | 0.990779936 | 0.990991116 | 0.991684973 | 0.992550373 | 0.993863821 | 0.995069206 | 0.996265233 | 0.997183025 | 0.998067319 | 0.998694599 | 0.99897939 | 0.999310374 | 0.999921083 | 1.00114572 | 1.002771378 | 1.004665852 | 1.006341577 | 1.008186936 | 1.009874463 | 1.011155248 | 1.011807442 | 1.011971116 | 1.012060523 | 1.011740804 | 1.011152148 | 1.010331273 | 1.009183526 | 1.007743955 | 1.006266117 | 1.004839301 | 1.003738284 | 1.002528787 | 1.001196742 | 0.999682605 | 0.998112738 | 0.99685961 | 0.995743513 | 0.994851887 | 0.99392271 | 0.993239582 | 0.992563665 | 0.991886795 | 0.991427481 | 0.991518199 | 0.992074966 | 0.993100464 | 0.993869305 | 0.995031655 | 0.996227443 | 0.9974733 | 0.998540342 | 0.999586582 | 1.000599742 | 1.001770616 | 1.002879739 | 1.003957391 | 1.005114675 | 1.006134152 | 1.006757975 | 0.999615842 | 1.007609963 | 1.008094907 | 1.009054184 | 1.010177016 | 1.01097393 | 1.011191726 | 1.011027455 | 1.01014936 | 1.008803487 | 1.007085323 | 1.005120754 | 1.003327847 | 1.001635075 | 0.999782503 | 0.997893691 | 0.996315479 | 0.99498719 | 0.994029045 | 0.993296802 | 0.99233371 | 0.991318882 | 0.990171909 | 0.988861024 | 0.987836063 | 0.987068474 | 0.986739159 | 0.98719722 | 0.988414109 | 0.990008056 | 0.992153645 | 0.994542122 | 0.997177839 | 0.999822497 | 1.001835346 | 1.003507972 | 1.004788995 | 1.00538826 | 1.005587578 | 1.005443096 | 1.004711032 | 1.004166365 | 1.003885031 | 1.003895164 | 1.004284263 | 1.00507319 | 1.006205916 | 1.007399082 | 1.008548975 | 1.009302497 | 1.009301186 | 1.008653879 | 1.007304788 | 1.00557363 | 1.003683925 | 1.001489043 | 0.999176681 | 0.997068107 | 0.99496603 | 0.993032098 | 0.999615842 | 0.988180518 | 0.986304641 | 0.984406233 | 0.983074665 | 0.982073903 | 0.981630623 | 0.982014179 | 0.982936025 | 0.984670818 | 0.987026155 | 0.98983568 | 0.993500888 | 0.997561753 | 1.001648426 | 1.004979134 | 1.007546425 | 1.009498477 | 1.010393023 | 1.010519981 | 1.009982228 | 1.008790016 | 1.00752604 | 1.006513119 | 1.005921483 | 1.005990148 | 1.006417871 | 1.007152438 | 1.007968903 | 1.008604884 | 1.009046674 | 1.009092331 | 1.008577347 | 1.0072366 | 1.005644321 | 1.003431797 | 1.001290917 | 0.999130964 | 0.996869802 | 0.99464494 | 0.992550433 | 0.990545094 | 0.988752365 | 0.987165272 | 0.985926747 | 0.985070229 | 0.984562814 | 0.984421909 | 0.984942973 | 0.985862374 | 0.987772167 | 0.990618229 | 0.993453622 | 0.996718287 | 1.000208855 | 1.003402352 | 1.005116343 | 0.999615842 | 1.006032825 | 1.007444978 | 1.008176208 | 1.007816315 | 1.00655973 | 1.005200624 | 1.00375545 | 1.002871156 | 1.002594471 | 1.002764702 | 1.00328815 | 1.003926635 | 1.004699588 | 1.005325913 | 1.005548835 | 1.005641103 | 1.005290389 | 1.004526258 | 1.003421426 | 1.001597524 | 0.999107182 | 0.995995939 | 0.992386997 | 0.989071727 | 0.986133158 | 0.983625948 | 0.981447995 | 0.979465961 | 0.978126943 | 0.977855742 | 0.978453338 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 1.00627172 | 1.005700469 | 1.004542112 | 1.003553748 | 1.002204061 | 1.000914574 | 1.000458837 | 1.000553012 | 1.000895023 | 1.001429915 | 1.001687288 | 1.001722217 | 1.001798272 | 1.001984 | 1.001874089 | 1.001544356 | 1.000323534 | 0.998068631 | 0.999615842 | 0.999615842 | 0.994113863 | 0.990116954 | 0.986724079 | 0.984087348 | 0.981907547 | 0.980615318 | 0.979439497 | 0.979177535 | 0.979964435 | 0.9821015 | 0.985087872 | 0.988461018 | 0.992281139 | 0.996067464 | 0.999280214 | 1.001813173 | 1.003872037 | 1.005433083 | 1.007033944 | 1.008136392 | 1.008860946 | 1.009200573 | 1.008882761 | 1.00824976 | 1.007792234 | 1.007538199 | 1.007441998 | 1.007027149 | 1.006790757 | 1.006773591 | 1.007051826 | 1.007051945 | 1.006932616 | 1.006438494 | 1.005730391 | 1.005066276 | 1.004115462 | 1.003018737 | 1.001800179 | 1.000408292 | 0.998411417 | 0.996528566 | 0.995238662 | 0.993819296 | 0.992246807 | 0.990820944 | 0.98958993 | 0.988657057 | 0.988390863 | 0.988541782 | 0.989039242 | 0.989839494 | 0.991100013 | 0.993062973 | 0.99551326 | 0.998218238 | 1.000923514 | 1.003211975 | 1.005302787 | 1.007295966 | 1.008970857 | 0.999615842 | 1.01939261 | 1.017727852 | 1.016075015 | 1.014377952 | 1.012377977 | 1.009875417 | 1.007838726 | 1.006062984 | 1.004178762 | 1.002040267 | 1.000328779 | 0.99841243 | 0.997190654 | 0.996812522 | 0.997256219 | 0.997624159 | 0.998068988 | 0.998569012 | 0.998841107 | 0.998790264 | 0.998295307 | 0.997399807 | 0.9959566 | 0.99414283 | 0.99278897 | 0.991684675 | 0.990652382 | 0.989655316 | 0.989263117 | 0.989106119 | 0.989709079 | 0.99055028 | 0.991948426 | 0.993864536 | 0.995838761 | 0.99755609 | 0.999746501 | 1.001809478 | 1.003577828 | 1.005558729 | 1.007633209 | 1.009023547 | 1.009862542 | 1.009958744 | 1.009266138 | 1.007828593 | 1.006101489 | 1.004101157 | 1.00184238 | 0.999723971 | 0.997695863 | 0.995946705 | 0.994386911 | 0.993131638 | 0.992314279 | 0.991881311 | 0.99218297 | 0.992589951 | 0.99293226 | 0.993075311 | 0.992806435 | 0.992145181 | 0.99084717 | 0.989219725 | 0.987460852 | 0.98599267 | 0.984708309 | 0.983444929 | 0.982499301 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.987989068 | 0.989017308 | 0.990414619 | 0.991961837 | 0.994098604 | 0.996327341 | 0.998630226 | 1.001200914 | 1.004107237 | 1.007099032 | 1.009799957 | 1.011926174 | 1.013118625 | 1.013465285 | 1.012778282 | 1.011322379 | 1.009596944 | 1.00771296 | 1.005831242 | 1.003664494 | 1.001543164 | 0.999932051 | 0.998487234 | 0.997108638 | 0.996354699 | 0.996245086 | 0.996385217 | 0.996535897 | 0.996417522 | 0.995763481 | 0.994727731 | 0.993433237 | 0.992066979 | 0.990355253 | 0.988626301 | 0.986830175 | 0.985067666 | 0.983893871 | 0.983077347 | 0.982674301 | 0.983166397 | 0.984449863 | 0.986116707 | 0.988087714 | 0.990252316 | 0.992603898 | 0.995056152 | 0.997517407 | 0.999854982 | 1.002302289 | 1.004649282 | 1.00666678 | 1.008578777 | 1.009745479 | 1.010503411 | 1.01048243 | 1.009866595 | 1.008771896 | 1.007484317 | 1.006147027 | 1.004627109 | 1.003393173 | 0.999615842 | 0.999923527 | 0.999302685 | 0.999014556 | 0.999229848 | 0.999682367 | 1.000128984 | 1.000212789 | 0.999685109 | 0.998506248 | 0.996854722 | 0.995064914 | 0.993116319 | 0.990904987 | 0.988582611 | 0.986101389 | 0.984270334 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 1.004413605 | 1.005712509 | 1.008052945 | 1.009981871 | 1.011183381 | 1.01162672 | 1.011464238 | 1.010647058 | 1.009256721 | 1.007460117 | 1.005532026 | 1.003631115 | 1.002017021 | 1.00072813 | 0.999434352 | 0.998233855 | 0.997596741 | 0.997267663 | 0.997081816 | 0.997348547 | 0.998010814 | 0.998359501 | 0.998533785 | 0.997982025 | 0.996863186 | 0.995054007 | 0.99283576 | 0.990179241 | 0.98714745 | 0.983992815 | 0.981165648 | 0.978905678 | 0.977626324 | 0.977069259 | 0.977565169 | 0.999615842 | 0.982880056 | 0.985378444 | 0.98909837 | 0.992834747 | 0.996517956 | 0.999779105 | 1.002696157 | 1.005478263 | 1.008113027 | 1.010410666 | 1.011924267 | 1.012471676 | 1.012292504 | 1.011550784 | 1.010595441 | 1.009588242 | 1.008167028 | 1.006860733 | 1.005739689 | 1.00453794 | 1.003439546 | 1.002400994 | 1.001599789 | 1.001392722 | 1.001489639 | 1.002053738 | 1.002747059 | 1.003068447 | 1.002929091 | 1.001984715 | 1.000720143 | 0.999044716 | 0.996997178 | 0.994543552 | 0.991846561 | 0.98905015 | 0.986274719 | 0.983727336 | 0.981791317 | 0.980515182 | 0.980156898 | 0.980817258 | 0.98236227 | 0.984812319 | 0.98753351 | 0.990706265 | 0.993882418 | 0.997106731 | 1.000255704 | 1.003219485 | 1.005763054 | 1.007777095 | 1.009143949 | 1.009866834 | 1.009928107 | 1.009616375 | 1.00908339 | 1.00851965 | 1.007925987 | 1.007409096 | 1.006953239 | 1.006388545 | 1.006017804 | 1.006020546 | 1.005848527 | 1.005733848 | 1.005704761 | 1.005890727 | 1.00633812 | 1.006470919 | 1.006402612 | 0.999615842 | 0.973333359 | 0.972945869 | 0.971862257 | 0.970097542 | 0.967905581 | 0.965183079 | 0.96245259 | 0.961006939 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.987968802 | 0.989183724 | 0.990111649 | 0.990781605 | 0.991052032 | 0.991463602 | 0.991740882 | 0.991425037 | 0.990992844 | 0.989841163 | 0.988395452 | 0.986537933 | 0.983752549 | 0.980444312 | 0.977272868 | 0.974074841 | 0.971413791 | 0.969294906 | 0.967930794 | 0.967537642 | 0.968230844 | 0.969707131 | 0.97222656 | 0.975620508 | 0.979397714 | 0.983345091 | 0.987363636 | 0.991209507 | 0.994693577 | 0.997586012 | 1.000041246 | 1.001668453 | 1.002712369 | 1.003121376 | 1.002833009 | 1.00242722 | 1.00184083 | 1.001250029 | 1.000964284 | 1.000638247 | 1.000451803 | 1.000459075 | 1.000646114 | 1.001302123 | 1.001934886 | 1.002577543 | 1.002996087 | 1.003051996 | 1.002955437 | 1.002604008 | 1.001882911 | 1.000983715 | 0.999781787 | 0.997996271 | 0.995859802 | 0.993395329 | 0.990823925 | 0.988308966 | 0.985875368 | 0.983710766 | 0.982338727 | 0.981820822 | 0.981837094 | 0.982768238 | 0.984637499 | 0.986922443 | 0.989810109 | 0.992716014 | 0.995713651 | 0.998294652 | 1.00039053 | 1.002233148 | 1.003414512 | 0.999615842 | 0.999615842 | 1.003148556 | 1.003749371 | 1.004147053 | 1.004602432 | 1.005359292 | 1.006166458 | 1.007303953 | 1.008226156 | 1.009298444 | 1.010409951 | 1.011720657 | 1.012580752 | 1.013218641 | 1.0132128 | 1.012684941 | 1.012017965 | 1.010925174 | 1.00937891 | 1.007593274 | 1.005706668 | 1.003980637 | 1.002314091 | 1.000671029 | 0.999012172 | 0.997174263 | 0.99499315 | 0.992918074 | 0.990902841 | 0.989465892 | 0.988611042 | 0.988470078 | 0.988752306 | 0.989225566 | 0.990228057 | 0.992018521 | 0.994407475 | 0.996971846 | 0.999273479 | 1.001164794 | 1.002912045 | 1.004223585 | 1.004954934 | 1.005369544 | 1.005699992 | 1.005869031 | 1.006289005 | 1.006983519 | 1.008062363 | 1.00966084 | 1.011812449 | 1.014082789 | 1.015918851 | 1.017481685 | 1.018503666 | 1.01897037 | 1.018699169 | 1.017566323 | 1.015961647 | 1.014229655 | 1.01257205 | 1.011040807 | 1.009821296 | 1.008759856 | 1.007701516 | 0.999615842 | 0.999615842 | 0.994871557 | 0.993769407 | 0.991671801 | 0.990088344 | 0.988282323 | 0.986744106 | 0.9855932 | 0.985126019 | 0.985500932 | 0.986609817 | 0.9883039 | 0.990473211 | 0.992805541 | 0.994985104 | 0.996688783 | 0.998082221 | 0.999174297 | 0.999819696 | 1.000254989 | 1.000637531 | 1.000730634 | 1.00094831 | 1.00161922 | 1.00261724 | 1.004065156 | 1.0057652 | 1.007829309 | 1.009989738 | 1.01133275 | 1.011865258 | 1.011591792 | 1.010677218 | 1.008866072 | 1.006893873 | 1.004974723 | 1.003189802 | 1.001588345 | 1.000265479 | 0.999170125 | 0.998460412 | 0.997911811 | 0.997344971 | 0.996625066 | 0.995720387 | 0.99458009 | 0.994133115 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.999615842 | 0.998890877 | 0.999367774 | 0.999984205 | 1.000375867 | 1.000485301 | 1.000631809 | 1.000815392 | 1.001114607 | 1.00189054 | 1.00266695 | 1 |
4 | 0.999999006 | 0.999999006 | 0.999999006 | 1.000007749 | 1.00009799 | 1.000088811 | 0.999967277 | 0.999921083 | 0.999992371 | 0.999881089 | 0.999839783 | 0.999808967 | 0.999623358 | 0.999722898 | 0.999861002 | 0.999924541 | 1.000234485 | 1.000291228 | 1.000210643 | 1.000057936 | 1.000023603 | 1.000156522 | 1.000252843 | 1.000201821 | 0.999978781 | 0.999894023 | 0.999723613 | 0.99981904 | 0.999866486 | 1.000038385 | 0.999974251 | 0.999890029 | 0.999793351 | 0.999904633 | 1.000004292 | 1.000227451 | 1.000375509 | 1.000475526 | 1.000367999 | 1.000303745 | 1.000198007 | 1.000278831 | 1.000415087 | 1.000304341 | 1.000090003 | 0.999940872 | 0.999870658 | 1.000001788 | 1.000172138 | 1.000166059 | 1.000119805 | 1.000059724 | 0.999869347 | 0.999747634 | 0.999691665 | 0.999733984 | 1.000002623 | 1.000098348 | 1.000100732 | 0.999940574 | 0.999743402 | 0.999692678 | 0.99976629 | 0.99991256 | 1.000019193 | 1.000025392 | 1.000039816 | 0.999894321 | 0.999740899 | 0.999848187 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 1.000301838 | 1.000290394 | 1.000177026 | 0.999960423 | 0.999981999 | 0.999925077 | 0.999885798 | 0.999847829 | 0.999977827 | 0.999908447 | 1.000021458 | 1.000081062 | 1.000231504 | 1.000342846 | 1.000282407 | 1.00021112 | 1.000208616 | 1.000329614 | 1.000269055 | 1.000177264 | 0.999947608 | 0.999740899 | 0.999661624 | 0.999425828 | 0.999240816 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999807656 | 0.999602139 | 0.9998191 | 0.999955356 | 0.999991596 | 0.999962389 | 1.000181913 | 1.000044465 | 0.999958515 | 1.000083208 | 0.99972254 | 0.999521971 | 0.999494612 | 0.999482453 | 0.999416828 | 0.999471664 | 0.999732196 | 1.000115275 | 1.000030756 | 0.999912918 | 0.99988848 | 0.999873638 | 0.999947727 | 1.000062585 | 1.00026834 | 1.000303388 | 1.000214219 | 1.000068307 | 0.999894202 | 0.999967039 | 1.000190854 | 1.000311255 | 1.000127792 | 1.000084996 | 1.000147223 | 1.000085115 | 1.000244141 | 1.000179172 | 1.000038624 | 0.999865115 | 0.999943316 | 1.000215173 | 1.000296354 | 1.000324488 | 1.000410676 | 1.000257969 | 1.000141859 | 1.000025749 | 0.999938488 | 0.999969661 | 0.999934018 | 0.999921739 | 0.999921799 | 0.999953508 | 0.999918282 | 0.999677837 | 0.999551117 | 0.999588609 | 0.999682724 | 0.999758899 | 0.99987942 | 0.999985337 | 0.999904215 | 0.999873281 | 0.999885321 | 1.000187516 | 1.000140309 | 1.000206232 | 0.999982476 | 0.999949992 | 1.000032902 | 1.000033855 | 1.000152707 | 1.000147462 | 0.999935329 | 0.999851465 | 0.9997769 | 0.999784112 | 0.999748468 | 0.999759853 | 1.000098705 | 0.999996483 | 1.000026107 | 1.00025773 | 1.000215769 | 1.000290275 | 1.000184536 | 1.000131965 | 1.000115871 | 1.000075102 | 0.999973476 | 1.000159502 | 0.999985397 | 1.000004292 | 0.999999006 | 0.999883473 | 0.999768078 | 0.999763191 | 0.999863088 | 1.000012159 | 1.000156879 | 1.000009418 | 1.000076771 | 0.999911606 | 0.999959469 | 1.000009656 | 0.999958754 | 0.999878883 | 0.999965489 | 0.999861717 | 0.99986726 | 0.999949157 | 0.999859452 | 0.999978185 | 0.999964118 | 0.999944508 | 0.999924362 | 1.000162125 | 1.000138402 | 1.000148416 | 0.999963105 | 0.999969482 | 1.000094175 | 0.999937117 | 1.000027061 | 0.999997318 | 1.000123143 | 1.000001073 | 0.999885201 | 0.999844491 | 0.999734879 | 0.99980402 | 1.00005722 | 0.999996245 | 1.000002146 | 1.00010252 | 1.000303149 | 1.000451684 | 1.000518799 | 1.000435114 | 1.000346661 | 1.000345707 | 1.000258446 | 1.000140905 | 0.999999006 | 0.999794722 | 0.999639988 | 0.999677002 | 0.999815702 | 0.999718845 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999794304 | 0.999862731 | 1.000134468 | 1.000380397 | 1.000442863 | 1.000498772 | 1.000285149 | 1.000281811 | 1.00021565 | 1.000088215 | 1.000045776 | 0.999958992 | 0.999762952 | 0.999746978 | 0.999709904 | 1.000065446 | 1.000045896 | 1.000064969 | 0.999839127 | 0.999834895 | 1.00000751 | 1.000040174 | 1.000054836 | 1.000127435 | 1.000039697 | 0.999960423 | 0.999911368 | 0.99989593 | 1.000048995 | 1.000224948 | 1.000280499 | 1.000095844 | 1.000086546 | 1.000101566 | 1.000073552 | 1.000248671 | 1.00018084 | 0.999988079 | 0.99995023 | 0.99999094 | 0.999957979 | 0.999592662 | 0.999959648 | 1.00000298 | 1.000103712 | 0.999861717 | 1.000023484 | 0.999942124 | 0.999949217 | 1.000001788 | 1.000051498 | 0.999964654 | 0.999968588 | 1.00015676 | 1.000121593 | 0.99994421 | 0.999811649 | 0.999854147 | 0.999818146 | 0.999886334 | 0.999843359 | 0.999828994 | 0.999955833 | 0.999892652 | 0.999949515 | 0.999753773 | 0.999806583 | 0.999738276 | 0.999702096 | 0.999747872 | 0.999908388 | 1.000060916 | 1.00008595 | 1.000358582 | 1.000341296 | 1.000269651 | 1.000244021 | 1.000157118 | 1.000186324 | 1.000207305 | 1.000045776 | 0.999826014 | 0.999871433 | 0.999825656 | 0.999786854 | 0.9997738 | 0.999823511 | 0.999744594 | 0.999755919 | 0.999961495 | 1.000020862 | 1.000146985 | 1.000356555 | 1.000548363 | 1.000509143 | 1.000414133 | 1.000209332 | 0.999976516 | 0.99989593 | 1.000079751 | 1.000136971 | 1.000289321 | 1.000135541 | 1.000174403 | 1.00008893 | 0.99996829 | 0.999738872 | 0.999694824 | 0.999655724 | 0.999839127 | 0.999792993 | 0.999884903 | 0.999860823 | 0.99988097 | 0.999820411 | 0.99983865 | 1.000024915 | 1.00004518 | 0.999994516 | 1.000068665 | 1.000065446 | 0.99998194 | 0.999938011 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999968708 | 1.000161886 | 1.000169039 | 1.000181198 | 1.000279427 | 1.000311136 | 1.000240445 | 1.000029922 | 0.999856889 | 0.999781787 | 0.999813497 | 1.000078082 | 1.000243425 | 1.000107646 | 1.000018597 | 0.999972105 | 0.999772727 | 0.999742329 | 0.999784648 | 0.999800265 | 0.999840796 | 0.999934077 | 1.000143409 | 1.00018084 | 1.000130653 | 1.000063777 | 1.00004673 | 1.000077248 | 1.000067949 | 0.999996006 | 0.99999845 | 1.000183225 | 1.000040531 | 0.999940574 | 0.999917746 | 0.999767482 | 0.999747694 | 0.999705672 | 0.999756038 | 0.999879599 | 0.999866664 | 0.999836624 | 0.999978006 | 1.000050783 | 1.000130415 | 1.000202894 | 1.000156879 | 1.000138044 | 1.000074029 | 1.000039697 | 0.999956429 | 0.999984026 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999939084 | 0.999889016 | 0.999861002 | 0.999928176 | 0.999977767 | 1.000137091 | 1.000180244 | 1.000135303 | 1.000109792 | 1.000121355 | 0.999921799 | 0.999837637 | 0.999950886 | 1.000101566 | 1.000195861 | 1.000264406 | 1.000088334 | 0.999997139 | 0.999850631 | 0.999887645 | 0.999847949 | 0.999830663 | 0.999900579 | 0.999894798 | 1.000105381 | 1.000266433 | 1.000455022 | 1.000465631 | 1.000108004 | 0.999947727 | 0.999728978 | 1.000002742 | 1.000320196 | 1.000470638 | 1.000329614 | 1.000084877 | 0.999950171 | 0.999904454 | 0.999974787 | 0.999833882 | 0.999951541 | 1.000029802 | 0.999967933 | 0.999960184 | 1.000086188 | 1.000325561 | 1.000300169 | 0.99994117 | 0.999818563 | 0.999905169 | 1.000085235 | 1.000173092 | 1.000182986 | 0.999857724 | 0.999835014 | 0.999776661 | 0.999899447 | 1.000025392 | 1.000056744 | 1.000025868 | 0.999825537 | 0.999952137 | 1.000067353 | 0.999999006 | 1.000082374 | 0.999986351 | 1.000099063 | 0.999996662 | 1.000028253 | 1.000125289 | 1.000222921 | 0.999935448 | 0.999808848 | 0.999805391 | 0.999885499 | 0.99985534 | 0.999812126 | 0.9997679 | 0.99990654 | 0.999824762 | 0.99994868 | 1.000049949 | 1.000051141 | 1.000061512 | 1.000121355 | 1.000154614 | 1.000121951 | 1.000208735 | 1.000131845 | 1.000093102 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999527812 | 0.999742508 | 1.000063181 | 1.000118971 | 1.000059009 | 1.000137925 | 1.00003171 | 1.0000453 | 1.00007081 | 1.00017333 | 1.00025928 | 1.000231504 | 1.000028253 | 1.000027061 | 0.999964297 | 1.000049829 | 0.999927998 | 0.999895573 | 0.999881804 | 0.999805748 | 0.999895394 | 1.00007093 | 1.000278711 | 1.000295639 | 1.000101566 | 1.000217557 | 1.000174999 | 1.000199676 | 1.000236392 | 1.000132561 | 1.000013471 | 0.999805629 | 0.999801815 | 0.999877572 | 0.99991256 | 0.99989289 | 0.999924839 | 0.99989301 | 0.999936879 | 0.999871254 | 0.999834955 | 1.000075579 | 1.00022459 | 1.000357151 | 1.000239134 | 1.000195503 | 1.000014901 | 0.999953806 | 1.00004971 | 0.999856293 | 0.999815702 | 0.99979502 | 0.999836743 | 0.999872625 | 0.999953032 | 1.000005245 | 1.000073314 | 1.000092983 | 1.000109076 | 1.000065565 | 0.999963582 | 0.999980211 | 1.000208735 | 1.000163913 | 1.000180602 | 1.000175953 | 0.999931633 | 0.999862432 | 0.999738514 | 0.999659121 | 0.999679267 | 0.999647379 | 0.999630749 | 0.999777019 | 0.999849558 | 0.999877274 | 0.999996245 | 1.000014305 | 0.999978185 | 0.99998647 | 0.999928951 | 0.999951124 | 1.000014663 | 1.00011456 | 0.999999006 | 0.999999006 | 1.000304222 | 0.999981701 | 0.999855042 | 0.999736786 | 0.999703407 | 0.999653399 | 0.999687672 | 0.999762118 | 0.999913037 | 0.999963224 | 1.000257134 | 1.000206113 | 1.000197411 | 1.000368357 | 1.000518441 | 1.000505209 | 1.000441432 | 1.000243902 | 1.000090957 | 1.00010407 | 1.000002146 | 0.999896944 | 0.999760807 | 0.999761581 | 0.999829531 | 0.999909878 | 0.999842107 | 0.999568284 | 0.999459863 | 0.999685705 | 0.999879479 | 1.0000211 | 1.000155568 | 1.000227213 | 1.00028348 | 1.000146151 | 1.000045061 | 0.999905944 | 0.999896407 | 0.999872386 | 0.999912858 | 0.999906003 | 0.99985534 | 0.999918044 | 1.000106096 | 1.000203967 | 1.000189066 | 1.000120401 | 0.999993205 | 0.999970734 | 1.000101924 | 1.000184536 | 1.000178218 | 1.000221252 | 1.000176191 | 1.000084758 | 1.000048637 | 1.000025153 | 0.999757826 | 0.999828398 | 0.999915779 | 0.9998191 | 0.999789834 | 0.999736011 | 0.999999006 | 1.000160694 | 1.000200748 | 1.000162244 | 1.000045061 | 1.000160456 | 1.00020647 | 1.000267506 | 1.00029242 | 1.00026989 | 1.000219107 | 1.000044227 | 0.999977589 | 0.999868453 | 0.999704182 | 0.999605477 | 0.999635994 | 0.99980098 | 0.999772966 | 0.999837697 | 0.999806821 | 0.999871492 | 0.99990201 | 1.00003612 | 1.000128508 | 1.000151753 | 1.000199318 | 1.000264883 | 1.000247121 | 1.000249743 | 1.000156879 | 1.000245214 | 1.000037432 | 0.999895155 | 0.9999246 | 0.999813735 | 0.999812901 | 0.999975502 | 0.999864817 | 0.999933004 | 0.999930441 | 0.999817669 | 0.999892533 | 1.000051379 | 0.999983847 | 1.000123858 | 1.000107527 | 1.000127196 | 1.000086188 | 0.999976218 | 0.999971628 | 1.000007272 | 0.999921322 | 0.999932468 | 0.999928057 | 0.99986428 | 0.999965429 | 0.999999006 | 1.00004673 | 1.000012159 | 1.00001955 | 1.000105739 | 1.000228524 | 1.000169277 | 1.000012398 | 0.999899507 | 0.999903142 | 1.00001812 | 1.000037551 | 1.000145555 | 1.000016093 | 0.99986738 | 0.999893486 | 0.999848783 | 0.999700487 | 0.999762893 | 0.999835312 | 0.999996483 | 1.000147104 | 1.000204206 | 1.000198007 | 1.000201583 | 1.000132322 | 0.999969721 | 1.000038505 | 1.000083566 | 1.000166297 | 1.000201344 | 1.000135899 | 1.000037313 | 1.00007391 | 0.999872684 | 0.99983722 | 0.999855995 | 0.999992549 | 1.000089526 | 0.999968946 | 0.999860585 | 0.999927878 | 1.000069141 | 1.000090957 | 1.000084043 | 1.000065684 | 0.999987721 | 0.999941647 | 0.999912262 | 1.00001502 | 0.999985516 | 0.999977112 | 0.999961555 | 1.000025749 | 0.999988377 | 0.999878824 | 0.99987936 | 0.999979377 | 1.000054121 | 1.000020385 | 1.000079274 | 1.000106454 | 1.000106692 | 1.00010097 | 0.999973297 | 0.999811172 | 0.999789715 | 0.999860466 | 0.999847293 | 0.999999006 | 0.999634266 | 0.999591172 | 0.999899983 | 1.000102639 | 1.00030005 | 1.000350833 | 1.000340223 | 1.000159144 | 1.000299335 | 1.000276566 | 1.000297308 | 1.000248075 | 1.000210643 | 1.000112891 | 0.999886453 | 0.99982512 | 1.00002563 | 0.999922693 | 0.999935091 | 0.999998689 | 0.999973476 | 0.999926984 | 1.000151753 | 0.999917448 | 0.999890864 | 0.999911964 | 1.000007629 | 1.000134349 | 1.000107527 | 1.000072122 | 1.000038028 | 0.999965131 | 0.99989152 | 0.999863207 | 0.999875546 | 0.999943793 | 0.999976099 | 0.999800861 | 0.999741137 | 0.999751627 | 0.999923706 | 0.999862134 | 0.999941349 | 1.000003815 | 0.999937415 | 0.999932647 | 0.999988377 | 0.999896646 | 1.000092387 | 1.000069857 | 1.000147343 | 1.000229716 | 1.000212312 | 1.000176787 | 1.000048161 | 1.00006187 | 0.999867558 | 0.999706209 | 0.999673784 | 0.999832749 | 0.999811411 | 0.999744236 | 0.999719143 | 0.999739468 | 0.999716163 | 0.999754131 | 0.999996603 | 1.000042319 | 0.99998039 | 1.000005484 | 1.000015974 | 1.000129104 | 1.000182629 | 1.000164866 | 1.000182152 | 1.000190496 | 1.00012362 | 1.000195146 | 1.00005877 | 1.000116467 | 1.000177026 | 1.000139475 | 1.000206828 | 1.000106215 | 1.000014782 | 0.999902189 | 0.999830961 | 0.999969721 | 1.000069976 | 1.000037789 | 0.999942839 | 0.999802947 | 0.999943554 | 1.000129223 | 1.000336051 | 1.000046611 | 0.999907553 | 0.999899566 | 0.999802172 | 0.999628067 | 0.99965632 | 0.99981451 | 0.999880731 | 1.000025392 | 0.999954045 | 0.999809742 | 0.999845028 | 1.000064731 | 1.000077844 | 0.999992907 | 1.000016809 | 0.999830663 | 1.000047326 | 1.000054479 | 1.000036597 | 0.999893785 | 0.999846637 | 0.999750614 | 0.999692917 | 0.999999006 | 0.999434948 | 0.99963069 | 1.00002861 | 1.000081062 | 1.00004828 | 0.99994415 | 0.999889076 | 1.000129342 | 1.000175595 | 1.000310779 | 1.000230193 | 1.00012362 | 1.000139117 | 0.999984264 | 0.999973595 | 0.99985671 | 0.999741971 | 0.999611795 | 0.999689043 | 0.999758184 | 1.000025749 | 0.999994457 | 0.999946892 | 0.999725997 | 0.999724388 | 0.999983609 | 1.000046611 | 1.000128627 | 1.000112891 | 0.999989986 | 1.000033259 | 1.000094533 | 1.000047684 | 1.000012875 | 1.000040412 | 0.99996829 | 0.999912083 | 0.999841094 | 0.999989986 | 1.000084639 | 1.000038862 | 1.00006938 | 1.00008285 | 1.000142694 | 1.000220656 | 1.000140667 | 1.000048161 | 1.000068784 | 1.000005603 | 0.999937057 | 0.999827027 | 0.999884069 | 0.999977767 | 1.000124335 | 1.000233054 | 1.000206351 | 1.000272036 | 1.000195861 | 1.000141501 | 1.000125289 | 1.000086308 | 0.999999006 | 1.000150323 | 1.000066757 | 0.999876738 | 0.99965483 | 0.999592066 | 0.999629796 | 0.999756813 | 0.999819934 | 1.000078082 | 1.000042796 | 1.000185966 | 1.000385404 | 1.000212669 | 1.000109792 | 0.999884129 | 1.000045657 | 1.000118613 | 1.000165701 | 1.000098825 | 1.00012207 | 1.000122905 | 1.000015855 | 0.999942362 | 0.999798477 | 0.999806464 | 0.999989271 | 0.999901354 | 0.999820232 | 0.999747753 | 0.999889076 | 0.999939144 | 0.999742985 | 0.999781668 | 0.999996245 | 1.000124335 | 1.000191092 | 1.000184417 | 0.999909222 | 0.999844134 | 0.999932945 | 1.000072956 | 1.000186443 | 1.000116229 | 1.00012064 | 1.000018001 | 0.999889135 | 0.999783039 | 0.999843895 | 0.999978542 | 0.999958813 | 0.999852836 | 0.999821723 | 0.999951363 | 1.000125527 | 1.000279665 | 1.000243068 | 1.000118971 | 1.000076175 | 1.00022471 | 1.000305653 | 1.000248671 | 0.999999006 | 0.999931395 | 0.999834061 | 0.999851048 | 0.999924481 | 0.999985099 | 1.000139475 | 1.00004065 | 0.999895394 | 0.999929845 | 0.999963164 | 0.99992311 | 0.99984479 | 0.999779165 | 0.999915004 | 1.000006318 | 1.000086904 | 1.00022006 | 1.000253558 | 1.000350356 | 1.000183105 | 1.000013709 | 0.999908149 | 0.999881029 | 0.999892712 | 1.000026941 | 0.999982834 | 0.999928951 | 0.999890983 | 0.9999879 | 1.000006557 | 1.000044227 | 1.00026679 | 1.000222206 | 1.000180721 | 1.000251412 | 1.000077844 | 0.999909043 | 1.000011206 | 0.999908268 | 0.999994278 | 1.000015855 | 0.999849379 | 0.999888718 | 1.000121474 | 1.000156879 | 1.000059247 | 0.999907613 | 1.000003338 | 0.99994415 | 0.999920785 | 0.999904156 | 1.000089526 | 1.000366569 | 1.000312209 | 1.000168204 | 0.999842465 | 0.999844074 | 0.999677181 | 0.999773204 | 0.999999006 | 0.999947846 | 0.999981344 | 0.999809623 | 0.999691486 | 0.999776542 | 0.999776661 | 1.000009298 | 1.000146985 | 1.000210762 | 1.000100613 | 1.000130296 | 1.000178933 | 1.000418782 | 1.000336766 | 1.000239015 | 1.000170588 | 1.000167012 | 1.000124097 | 0.999787807 | 0.999555647 | 0.999657691 | 0.999576569 | 0.999441803 | 0.999378204 | 0.999458373 | 0.999902725 | 1.000364184 | 1.000284076 | 1.000157475 | 1.000056982 | 1.000095487 | 1.000405192 | 1.000622153 | 1.000700116 | 1.000366449 | 1.000093341 | 1.000045419 | 0.999914587 | 0.999853909 | 0.999784768 | 0.99974364 | 0.99961251 | 0.999593914 | 0.999670208 | 0.999873042 | 1.000209808 | 1.000236511 | 1.000050545 | 1.000075221 | 1.00007081 | 1.000145912 | 1.000185251 | 1.000320077 | 1.000203729 | 1.000102639 | 0.999940693 | 0.999931633 | 0.99996835 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 1.000248075 | 1.000274777 | 1.000005484 | 0.999673128 | 0.999577641 | 0.999689281 | 0.999793231 | 0.99983561 | 0.99983269 | 0.999839962 | 0.999997258 | 1.000115275 | 1.000010967 | 1.000007272 | 1.000103354 | 1.000200272 | 1.000265002 | 1.000168562 | 1.00013423 | 1.000142694 | 1.000300407 | 1.000492215 | 1.000496984 | 1.000230312 | 0.999934673 | 0.999889553 | 0.999758303 | 0.999997497 | 1.000133634 | 1.000000954 | 0.99984777 | 0.999605 | 0.99965924 | 0.999538422 | 0.999546409 | 0.999707997 | 0.999868751 | 1.000060558 | 1.000295281 | 1.000434875 | 1.000606179 | 1.000500083 | 1.000165939 | 0.999899447 | 1.000028372 | 1.000111341 | 1.00023222 | 1.000378966 | 1.000103116 | 0.999869525 | 0.99975431 | 0.999764621 | 0.999872386 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999741614 | 1.000064373 | 1.000273228 | 1.000256896 | 1.000272632 | 1.000203967 | 0.999922574 | 0.999813378 | 0.999765575 | 1.000007629 | 0.99998498 | 0.999872208 | 0.999791861 | 0.999819279 | 0.999920249 | 1.000023246 | 0.999854267 | 0.999762475 | 0.999627888 | 0.999832332 | 1.000048995 | 1.000110507 | 1.000063896 | 1.000012517 | 1.000054955 | 0.99998343 | 0.9999125 | 0.99973619 | 0.999740243 | 0.999898851 | 1.000156403 | 1.000096083 | 1.000098109 | 1.000014901 | 0.999972284 | 1.000028968 | 0.99998647 | 0.999987721 | 1.00000906 | 1.00027287 | 1.000436306 | 1.000270367 | 0.999970675 | 0.999732018 | 0.999857128 | 0.999870121 | 0.99979049 | 0.999772429 | 0.999904871 | 0.999932945 | 0.99993962 | 0.999935448 | 0.99989742 | 1.000106573 | 1.000240326 | 1.000143409 | 1.000106931 | 1.000076413 | 1.000149131 | 1.000224113 | 1.000306487 | 1.000244617 | 1.00013268 | 0.999969423 | 0.999918997 | 1.000049949 | 1.000151396 | 1.000187516 | 1.000103354 | 0.999850094 | 0.999605656 | 0.999548495 | 0.999561608 | 0.999658644 | 0.999855042 | 1.000005364 | 1.000016689 | 1.000025153 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.99968189 | 0.999823987 | 0.999952614 | 1.000022173 | 1.000258088 | 1.000225782 | 1.000062346 | 0.999901593 | 0.999675035 | 0.999798834 | 1.000064731 | 1.000154614 | 0.999925077 | 0.999712169 | 0.999698877 | 0.999674022 | 0.999907136 | 0.999938726 | 1.000058055 | 1.000083923 | 1.000107288 | 1.000108361 | 1.000082612 | 0.999977589 | 1.000032902 | 1.000200987 | 1.000190139 | 1.000089765 | 1.000251651 | 1.000439286 | 1.000498414 | 1.000359297 | 0.999985337 | 0.99984479 | 0.999753177 | 0.999760807 | 0.999753058 | 0.999736309 | 0.999908745 | 0.99988389 | 0.99997437 | 1.000002027 | 1.000132442 | 1.000229359 | 1.000190139 | 1.000289083 | 1.000145316 | 1.000199199 | 1.000247478 | 1.000083208 | 0.999908447 | 0.999624312 | 0.999402702 | 0.999360979 | 0.999716818 | 1.000094414 | 1.000094771 | 1.000043035 | 0.999840498 | 0.999817073 | 0.999952614 | 1.000049829 | 0.999984264 | 0.999955654 | 1.000054121 | 1.000163555 | 1.000293136 | 1.000221968 | 1.000305533 | 1.000348926 | 1.000394702 | 1.000175238 | 0.999950111 | 0.999999006 | 0.99987632 | 0.999990642 | 1.000075102 | 1.000073075 | 1.000037551 | 0.999975204 | 1.000012398 | 1.000102162 | 1.000082374 | 0.999908209 | 0.999786913 | 0.999766052 | 0.999742985 | 0.999843001 | 1.000008225 | 1.000007629 | 1.000056267 | 0.999994874 | 0.999963999 | 0.999933243 | 0.999910355 | 0.999931872 | 1.000017524 | 0.999990523 | 0.999830723 | 0.999846399 | 0.999888897 | 1.000085354 | 1.000078678 | 1.0000633 | 1.000022769 | 0.99995327 | 0.999869466 | 0.999974549 | 1.000038505 | 1.000089049 | 1.00017786 | 1.000029087 | 1.000062466 | 0.999993861 | 1.000016809 | 0.999999762 | 1.000095725 | 1.000126004 | 0.999981642 | 0.999746561 | 0.999611557 | 1.000002623 | 1.00039053 | 1.000306249 | 1.000011325 | 0.999809623 | 0.99965179 | 0.999721527 | 0.999913692 | 1.000031233 | 1.000105739 | 1.000058413 | 1.000288248 | 1.000257134 | 1.000204682 | 1.000414968 | 1.000457406 | 1.000300407 | 1.000029683 | 0.999819279 | 0.999792993 | 0.999903202 | 0.999973238 | 0.999781311 | 0.999746501 | 0.999705017 | 0.999816954 | 0.99976778 | 0.999923408 | 1.000022888 | 1.000007272 | 1.000130892 | 1.000161171 | 1.000165939 | 1.000311852 | 1.000359416 | 1.00048697 | 0.999999006 | 1.000100136 | 0.999914944 | 0.999959171 | 0.999787927 | 0.999781787 | 0.999931574 | 1.000008583 | 1.000014067 | 0.999850929 | 0.999940574 | 0.999903798 | 0.999912262 | 1.000026822 | 1.000064731 | 1.000124097 | 1.000111938 | 1.000179768 | 1.000144958 | 1.00019908 | 1.000019193 | 0.999973118 | 0.999909103 | 1.000006914 | 0.999975383 | 0.999931037 | 0.999917567 | 0.99998033 | 1.000191808 | 1.000098586 | 0.999864936 | 0.999915898 | 1.000034213 | 0.999870539 | 0.999918282 | 0.999866188 | 0.999730766 | 0.999900341 | 0.999999006 | 0.99985379 | 0.999788105 | 0.999835253 | 0.999842942 | 0.999984324 | 1.000156999 | 1.000118971 | 0.999947548 | 0.999982595 | 1.000033259 | 0.999980628 | 1.000084996 | 1.00021112 | 1.000143409 | 1.000100613 | 1.000025868 | 1.000004888 | 0.999981642 | 1.000036955 | 1.000143766 | 1.000259757 | 1.000234962 | 1.000067353 | 1.000153065 | 1.000169396 | 1.00015676 | 1.000101686 | 1.000034213 | 0.999991953 | 0.999882579 | 0.999906123 | 0.999953508 | 0.999961078 | 0.999851048 | 0.99991399 | 0.999960423 | 1.000097632 | 1.000180602 | 1.000148535 | 1.00011456 | 1.000060678 | 0.999935448 | 0.999958098 | 0.999873698 | 0.999821305 | 0.999836624 | 0.99993366 | 1.000013709 | 0.999970853 | 0.999938786 | 1.000017285 | 1.000118375 | 0.999983966 | 0.999915838 | 0.999789953 | 0.999842286 | 0.99982667 | 0.999733865 | 0.999726117 | 0.999656975 | 0.999886334 | 0.999999006 | 0.999937177 | 0.99987036 | 0.999961674 | 0.999963284 | 0.999843776 | 0.999918759 | 1.000067711 | 1.000195146 | 1.000291705 | 1.000335455 | 1.000145316 | 1.000024438 | 1.000201344 | 1.000096798 | 1.000223875 | 1.000154138 | 1.000109076 | 1.000118136 | 1.000157952 | 1.00014174 | 1.00011909 | 0.999966741 | 0.999819279 | 0.999854028 | 0.999881923 | 0.999924421 | 0.999905646 | 1.000016212 | 1.000032425 | 1.000081062 | 0.999960244 | 0.999815702 | 0.999906719 | 1.000053287 | 1.000269651 | 1.000349283 | 1.000344396 | 1.000352025 | 1.000080228 | 0.999851227 | 0.999872684 | 0.999916315 | 0.999946058 | 1.000108123 | 1.00005579 | 1.000039697 | 0.99990499 | 0.999903023 | 0.99986434 | 0.999788821 | 0.999934018 | 0.999934673 | 1.000069261 | 1.000186801 | 1.000197411 | 1.000162959 | 1.000215411 | 1.000255585 | 0.999828339 | 0.99943161 | 0.999139965 | 0.999122918 | 0.999381065 | 0.999847829 | 0.999999006 | 0.999779224 | 0.999640524 | 0.999754488 | 0.999729335 | 0.999935687 | 1.000117898 | 1.000141978 | 1.000203252 | 1.000255346 | 1.000436068 | 1.000217915 | 1.000240922 | 1.000167966 | 1.000086904 | 0.999980271 | 0.999821961 | 0.999620616 | 0.999832928 | 0.999951541 | 1.000059009 | 0.999944508 | 1.000032783 | 0.999931574 | 0.999789059 | 0.999766707 | 0.999858558 | 0.999982834 | 1.000298381 | 1.000260353 | 1.00021112 | 1.000188947 | 1.000400186 | 1.000402808 | 1.000173807 | 1.000010848 | 0.999992073 | 0.999838412 | 0.999967575 | 0.999884367 | 0.999812126 | 0.999706447 | 0.999807954 | 0.999946117 | 0.999949872 | 0.99989754 | 0.999960601 | 1.000010252 | 1.000015736 | 1.000262618 | 1.000240207 | 1.000290036 | 1.000359654 | 1.000386953 | 1.000228405 | 1.000157356 | 0.999888539 | 0.999769509 | 0.999745369 | 0.999765158 | 0.999836624 | 0.999884129 | 0.999999006 | 0.999923885 | 0.999899089 | 0.999812365 | 0.999982297 | 1.000146747 | 1.000096798 | 1.000146985 | 0.999916077 | 0.999949038 | 1.000042439 | 1.000115156 | 1.000088453 | 0.999987423 | 0.999974847 | 0.999952853 | 0.999858856 | 0.999757409 | 0.999886572 | 0.999996662 | 0.999904931 | 0.999777794 | 0.999809742 | 0.999918044 | 0.999919593 | 1.00001204 | 0.999917686 | 0.999907196 | 0.999997616 | 1.000037074 | 0.999930203 | 0.99994415 | 1.00006175 | 1.000081301 | 1.000065327 | 1.000179529 | 1.000106454 | 0.999967337 | 0.999928534 | 0.999952555 | 1.000059724 | 1.000053644 | 1.000022769 | 1.000075936 | 0.999997318 | 0.999927342 | 0.999956965 | 0.999954879 | 0.999997199 | 1.000197172 | 1.000291944 | 1.000120282 | 1.000054359 | 1.000028014 | 0.999789059 | 0.999931514 | 0.999935865 | 1.0000664 | 0.999991894 | 0.999959767 | 0.999941647 | 0.999986947 | 1.000010848 | 0.999913514 | 0.999999006 | 1.000018835 | 0.999935329 | 0.999943018 | 1.00000906 | 0.999924242 | 1.000001192 | 0.999861956 | 0.999872208 | 0.999880135 | 0.999969423 | 0.999966145 | 0.999969542 | 0.999979317 | 1.000213265 | 1.000343919 | 1.000273585 | 1.000288367 | 1.000068307 | 1.000017762 | 0.999943912 | 1.000117183 | 1.000014782 | 0.999892354 | 0.999843419 | 0.99978739 | 0.999777555 | 0.999721467 | 0.999830961 | 1.000036955 | 1.000100613 | 0.999992132 | 0.999979675 | 1.000059247 | 1.000194192 | 1.000337005 | 1.000214219 | 1.000224829 | 1.000056148 | 1.000026822 | 1.000022054 | 1.000003457 | 1.000002384 | 0.999930859 | 1.000073314 | 1.000082612 | 1.000084996 | 1.000051141 | 0.999849617 | 0.999817848 | 1.000057697 | 1.000084996 | 1.0001508 | 1.000138521 | 1.000055194 | 1.000046372 | 1.000035524 | 1.000049472 | 1.000013113 | 1.000021577 | 1.000186563 | 1.000122547 | 0.999999006 | 0.99986434 | 0.999942303 | 0.999991119 | 0.999960184 | 0.999772727 | 0.999710143 | 0.999661028 | 0.999918699 | 1.000116825 | 1.000177383 | 1.00014627 | 0.999932766 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.99986279 | 0.999850929 | 0.999889433 | 0.999961615 | 1.000117779 | 1.000220776 | 1.00019455 | 0.999992847 | 0.999898851 | 0.999854982 | 0.999946535 | 1.000024796 | 1.000059724 | 1.000048518 | 1.000040412 | 1.00008893 | 0.999939561 | 0.999989927 | 1.000075459 | 0.999906063 | 0.999811351 | 0.99980104 | 0.999938905 | 1.000051379 | 1.000199914 | 1.000148177 | 0.999931335 | 1.000010967 | 0.999966204 | 1.000078559 | 1.000213981 | 1.000251532 | 1.000214934 | 1.000017881 | 1.000147939 | 1.000245571 | 1.000415444 | 1.000236869 | 1.000139713 | 0.999996722 | 0.999771476 | 0.999532759 | 0.99954164 | 0.999511421 | 0.999616146 | 0.999692023 | 0.999797046 | 0.999980807 | 1.000249982 | 1.000254989 | 1.000341535 | 1.00002718 | 0.999999006 | 0.999933422 | 1.000047326 | 1.000216007 | 0.999964893 | 0.99980998 | 0.999684393 | 0.999706268 | 0.999942362 | 1.000126481 | 0.99998951 | 0.999984682 | 0.999950826 | 1.00009656 | 1.000128388 | 1.000084162 | 1.000043511 | 1.00001967 | 1.000007629 | 1.000021577 | 1.00001049 | 1.000049829 | 1.000237107 | 1.000340819 | 1.000119805 | 1.000072837 | 0.999946773 | 0.99994272 | 1.000142813 | 1.000113964 | 0.999979258 | 0.999824345 | 0.999888659 | 0.999876082 | 1.000084043 | 0.999957979 | 0.999912143 | 0.999999006 | 0.999999006 | 0.999999006 | 1.000000715 | 1.000214934 | 1.00049293 | 1.00033319 | 1.000218987 | 1.00005281 | 0.999999006 | 0.999924898 | 0.99983263 | 0.999868453 | 0.999837935 | 0.999684811 | 0.999742031 | 0.999873042 | 1.000031233 | 0.999999006 | 0.999828041 | 0.999883175 | 1.000099778 | 1.000275016 | 1.000206947 | 1.000129819 | 1.000031114 | 0.999864757 | 0.999808371 | 0.999976814 | 1.000087261 | 1.00011766 | 1.000130653 | 1.000032663 | 0.999890804 | 0.999859989 | 0.999602497 | 0.999733448 | 0.999729156 | 0.999685884 | 0.999779642 | 1.00003469 | 1.000357985 | 1.000417829 | 1.000190854 | 1.000061393 | 1.000015974 | 0.999979734 | 0.999874592 | 0.999668598 | 0.999777555 | 0.999819279 | 0.999896705 | 0.999916077 | 1.000175953 | 1.000339389 | 1.000178456 | 1.000000834 | 0.999690115 | 0.999668658 | 0.999876499 | 1.000199914 | 1.000326395 | 1.000394464 | 1.000252962 | 1.000168443 | 1.000148416 | 0.999965608 | 0.999884367 | 0.999919593 | 0.999892175 | 0.999676883 | 0.999551117 | 0.99971205 | 0.999955714 | 0.999999006 | 0.999979258 | 0.999938607 | 0.999908149 | 1.000013113 | 1.000248075 | 1.000442028 | 1.000474811 | 1.000389576 | 1.000335813 | 1.000188351 | 0.999990165 | 0.999737263 | 0.999723673 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 1.000132561 | 1.000140429 | 1.000139713 | 1.00017345 | 1.000158787 | 1.000063419 | 1.000032663 | 0.999841273 | 0.999874949 | 0.999576867 | 0.999613404 | 0.999629498 | 0.999873221 | 1.000019431 | 1.000126243 | 0.999943078 | 1.000056744 | 1.00025034 | 1.000163436 | 1.00017488 | 1.000170588 | 1.000039935 | 0.999878883 | 0.999905348 | 0.999928415 | 1.000087142 | 1.000094295 | 1.000100017 | 0.999931812 | 0.999966264 | 0.999816895 | 0.999900579 | 0.999976814 | 0.999903262 | 0.999812961 | 1.000065923 | 1.000098825 | 0.999990404 | 0.999803782 | 0.999780476 | 0.999887824 | 0.999893844 | 1.000006199 | 1.000142694 | 1.00008142 | 0.999943614 | 0.999982297 | 0.9999246 | 0.999960005 | 0.999892354 | 0.999675214 | 0.999642551 | 0.999901712 | 1.000020623 | 1.000248313 | 1.000337005 | 1.000330448 | 1.00033474 | 1.000301003 | 1.000406981 | 1.000275612 | 1.000006557 | 1.000003695 | 1.000083923 | 1.000112414 | 1.00016427 | 1.000051141 | 0.999887764 | 0.99969393 | 0.999666035 | 0.999517143 | 0.999592662 | 0.999692619 | 0.999881089 | 0.99993211 | 0.999976218 | 1.000056267 | 1.000052452 | 1.000295997 | 1.000261903 | 1.000149608 | 1.00011158 | 0.999937236 | 0.999904811 | 1.000025272 | 1.000193715 | 1.000212669 | 1.000172734 | 1.000035644 | 0.999786317 | 0.99967289 | 0.99984324 | 1.000010967 | 0.999987066 | 0.999923408 | 0.999864101 | 0.999929786 | 1.000018716 | 1.000151873 | 1.000339866 | 0.999999006 | 1.000186324 | 0.999914527 | 1.000026226 | 0.999949872 | 1.0000422 | 1.000064015 | 1.000125766 | 0.999952853 | 0.999889553 | 0.999801934 | 0.999867082 | 0.999900162 | 1.000004768 | 0.999933243 | 0.999922514 | 1.000002027 | 0.999989986 | 0.999907494 | 0.999970019 | 0.99995178 | 0.999987781 | 1.000173211 | 1.00025177 | 1.000305772 | 1.00020802 | 1.000051498 | 0.999915719 | 0.999891222 | 0.999877095 | 1.000080824 | 1.000125051 | 1.000083447 | 0.999789894 | 0.999845266 | 0.999808013 | 0.999706984 | 0.999665737 | 0.999612272 | 0.999555588 | 0.999575078 | 1.000035286 | 1.000232339 | 1.000213981 | 1.00021255 | 1.000082493 | 1.000002384 | 0.999993026 | 0.999926269 | 1.000055671 | 1.000317693 | 1.00026989 | 1.000139952 | 1.000119805 | 1.000152588 | 1.000082135 | 0.999975204 | 0.999732792 | 0.999799967 | 0.999645829 | 0.999999006 | 1.000136495 | 1.000032425 | 0.999969423 | 0.999930739 | 0.999842107 | 0.999861538 | 0.999919236 | 1.00003767 | 1.000115514 | 1.000147939 | 0.999976039 | 0.999954045 | 1.000012279 | 1.000288486 | 1.00019455 | 1.000102043 | 1.000027418 | 0.999859512 | 0.999898672 | 0.999836266 | 0.999915302 | 1.000045538 | 1.000073552 | 1.000115752 | 0.999967575 | 0.999909759 | 1.00005734 | 1.000193 | 1.00009954 | 1.000068903 | 1.000064969 | 1.000043273 | 1.000307679 | 1.000322461 | 1.00014472 | 0.99996233 | 0.999853134 | 0.99981004 | 1.000017762 | 1.000285625 | 1.000080585 | 0.999994814 | 0.999835551 | 0.999751389 | 0.999756336 | 0.999885499 | 1.000103474 | 1.00001812 | 0.999944866 | 0.999684155 | 0.999823868 | 1.000119448 | 1.000188708 | 1.000106335 | 1.000014067 | 1.000153422 | 0.999999006 | 0.999912381 | 1.000152588 | 1.000275612 | 1.000210762 | 1.000044584 | 0.999846518 | 0.999765754 | 0.999858677 | 1.000018954 | 1.000161529 | 0.999828517 | 0.999789059 | 0.999771655 | 0.999791145 | 0.999899149 | 0.999968588 | 0.999902904 | 0.999944031 | 1.000020981 | 0.999990404 | 1.000191689 | 1.000157714 | 1.000074744 | 0.999844372 | 0.999581575 | 0.999621809 | 0.999679625 | 0.999954164 | 0.999935925 | 0.999881744 | 0.999855697 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999949455 | 1.00009346 | 1.000374794 | 1.000313163 | 1.000037551 | 0.999843538 | 0.999891043 | 0.999886751 | 0.999833703 | 0.999831021 | 0.999670506 | 0.999500811 | 0.999604881 | 0.999908388 | 0.999940872 | 1.000071287 | 1.000054598 | 1.000063658 | 0.999999006 | 0.999999006 | 1.000202417 | 1.000334501 | 1.000249743 | 1.000148892 | 1.000149608 | 1.000028014 | 1.000038505 | 1.000090241 | 1.000153303 | 1.000074267 | 1.000073195 | 1.000020623 | 0.999949396 | 1.000065923 | 1.00008297 | 1.000020504 | 0.999980152 | 1.000007391 | 1.000094175 | 1.000151038 | 1.000257015 | 1.000232339 | 1.000192761 | 1.000172138 | 1.000135303 | 1.000056028 | 1.000048757 | 1.000003815 | 0.999881923 | 0.999749899 | 0.999526441 | 0.999434829 | 0.999535561 | 0.999745369 | 0.999926805 | 0.999925911 | 0.999920368 | 0.999964714 | 0.999882221 | 0.999982893 | 0.999981642 | 0.999983251 | 0.999999166 | 1.000076413 | 1.000063062 | 1.000233889 | 1.000270486 | 1.000187755 | 1.000170827 | 1.000018835 | 0.999969006 | 0.999863744 | 0.99961555 | 0.999553144 | 0.999585629 | 0.999753773 | 0.999878705 | 0.99989146 | 1.000048161 | 1.000097394 | 1.000187039 | 0.999999006 | 0.999435246 | 0.999448478 | 0.999703169 | 0.99999702 | 1.000213742 | 1.000427723 | 1.000522256 | 1.000474095 | 1.00044024 | 1.000347137 | 1.000023365 | 0.999785841 | 0.999700725 | 0.999977291 | 1.000012636 | 1.000027418 | 0.999948502 | 1.000044823 | 1.000026107 | 1.000012875 | 0.99970299 | 0.999519348 | 0.999555588 | 0.99954325 | 0.999824822 | 0.999884248 | 1.000086904 | 1.000086665 | 1.000101924 | 1.000029206 | 1.000087857 | 1.000029922 | 0.999959528 | 0.999922752 | 0.999920249 | 0.999715328 | 0.999853551 | 1.000072598 | 1.000068545 | 1.000108004 | 1.00018847 | 1.000060678 | 1.000021458 | 1.000072837 | 1.000029325 | 0.999996245 | 1.000195384 | 1.000191689 | 1.000208855 | 1.000106931 | 1.000234485 | 1.000204325 | 1.000154018 | 1.000093341 | 1.000077009 | 1.000061274 | 1.00011456 | 1.000149846 | 1.000213265 | 1.000316739 | 1.000275135 | 1.000454068 | 1.000143409 | 1.000193 | 1.000248671 | 0.999884427 | 0.999807417 | 0.999758005 | 0.999934077 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 1.000147581 | 1.000056267 | 1.000049472 | 1.000201702 | 1.000139832 | 1.000227571 | 1.000192285 | 1.000185847 | 1.000121117 | 1.000152588 | 1.000283122 | 1.000337243 | 1.000279665 | 1.000133038 | 0.999849975 | 0.999798417 | 0.9998734 | 0.999940574 | 1.000080109 | 1.000172377 | 1.000093818 | 0.999956787 | 0.999799192 | 0.999645412 | 0.999879122 | 1.00003016 | 1.000034451 | 0.999824405 | 0.999810636 | 0.999946177 | 0.999981761 | 1.000010967 | 0.999798894 | 0.999615371 | 0.999664664 | 0.999817908 | 1.000028849 | 1.000098348 | 1.000078678 | 0.99999243 | 0.999762356 | 0.999648511 | 0.999496281 | 0.999584973 | 0.999775112 | 0.99978894 | 0.999747097 | 0.99976182 | 0.99999553 | 0.999954879 | 1.000028014 | 0.999889135 | 1.000033498 | 0.999999344 | 0.999994457 | 0.999935746 | 1.000014544 | 1.00016582 | 1.000007868 | 1.000010133 | 0.99974978 | 0.99972105 | 0.999999006 | 0.999951839 | 0.999994338 | 0.999932945 | 0.999867022 | 0.999840319 | 1.000011683 | 0.999991 | 0.99993819 | 1.000103116 | 1.000044942 | 0.999961495 | 0.999908745 | 1.000077009 | 1.000168204 | 1.000188708 | 1.000284791 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 1.000144243 | 1.000275016 | 1.000265241 | 1.000128031 | 1.000267625 | 1.000178933 | 1.00006628 | 1.000084043 | 1.000172853 | 1.000214696 | 1.00015223 | 0.99993062 | 0.99993372 | 0.999646664 | 0.999432087 | 0.999280691 | 0.999274433 | 0.999557793 | 0.999657691 | 0.999938488 | 1.000148773 | 1.000073791 | 1.000038505 | 1.000108242 | 1.000154734 | 1.000078082 | 1.00014174 | 1.000056744 | 1.000002623 | 1.000052094 | 1.000133157 | 1.000079155 | 1.000024438 | 0.999795079 | 0.999623835 | 0.999999006 | 0.999496043 | 0.999854326 | 0.999953926 | 0.999907017 | 0.999958694 | 0.999993563 | 1.000222564 | 1.000258923 | 1.000041962 | 1.000028014 | 0.999921262 | 0.999809265 | 0.999740303 | 0.999901712 | 1.000034809 | 1.00009644 | 1.000221848 | 1.000070214 | 0.999926686 | 0.99995929 | 0.999899685 | 1.000005126 | 1.000098467 | 0.999951422 | 0.999842584 | 0.999961376 | 1.000097632 | 1.00015223 | 1.0002774 | 1.000218272 | 1.00001061 | 0.999726772 | 0.999641955 | 0.999564886 | 0.999604404 | 0.999918282 | 0.999987602 | 0.999846101 | 0.999960363 | 0.999948502 | 0.999881268 | 0.999879003 | 0.999870062 | 0.999934971 | 0.999907911 | 0.999772072 | 0.999893963 | 0.999930859 | 0.999942005 | 1.000055909 | 1.000054002 | 1.000143409 | 1.00009191 | 1.000071168 | 1.000144005 | 1.000234246 | 1.000181437 | 1.000271916 | 1.000223041 | 1.000281096 | 1.000408411 | 1.000377417 | 1.000464678 | 1.000293851 | 1.000350356 | 1.000275373 | 1.000347257 | 1.000264764 | 1.000352859 | 1.00001967 | 0.999846756 | 0.999999006 | 0.999904931 | 0.999796093 | 0.999771655 | 0.999901593 | 1.000032902 | 1.000144601 | 1.000331998 | 1.000332355 | 1.00039804 | 1.000389338 | 1.00019598 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 1.000337243 | 1.000338674 | 1.000308633 | 1.000072837 | 0.999902368 | 0.999849498 | 0.999798119 | 0.999808252 | 0.999933243 | 0.999937236 | 0.999939501 | 0.999964952 | 0.999839604 | 0.999772668 | 0.99981451 | 0.999904692 | 1.000062466 | 1.000086546 | 0.99999696 | 0.999861777 | 1.000139832 | 1.000105143 | 1.000068903 | 1.000050426 | 1.00007987 | 1.000114322 | 1.000165701 | 1.000110388 | 1.000105023 | 0.999934494 | 0.999886692 | 0.999897242 | 0.999768436 | 0.999852836 | 1.000088692 | 1.000062108 | 1.00000906 | 0.999862254 | 0.999667823 | 0.999731243 | 0.999862611 | 0.999811828 | 0.999968231 | 1.00001812 | 0.999969304 | 0.999930978 | 0.999738991 | 0.999604285 | 0.999655426 | 0.999786317 | 1.000065923 | 1.000427723 | 1.000255942 | 1.000216961 | 1.000302672 | 1.000161767 | 1.000264287 | 1.000263691 | 1.000156522 | 1.000001431 | 0.999841213 | 0.999955595 | 0.99996835 | 1.000053287 | 0.999837697 | 0.999787033 | 0.999926209 | 0.999980688 | 1.000089049 | 1.000162959 | 1.000196457 | 1.000092626 | 0.999941051 | 0.999999006 | 0.999999006 | 0.999863029 | 1.000013709 | 1.000141263 | 1.000157952 | 0.999978244 | 0.999973238 | 1.000069141 | 1.000118971 | 0.999987423 | 0.999934375 | 0.999899387 | 0.99999541 | 1.000036597 | 1.000101924 | 1.00008738 | 1.000098348 | 1.000028849 | 0.999927044 | 0.999930084 | 0.9999277 | 1.000051141 | 0.999911606 | 0.999909222 | 0.99983108 | 1.000049114 | 1.000101447 | 1.000149846 | 1.000134468 | 0.999997318 | 1.000002623 | 0.999923408 | 0.999947667 | 1.000007987 | 1.000074267 | 1.000094295 | 0.999985635 | 0.999964297 | 0.999927819 | 0.999961793 | 1.000016451 | 0.999831498 | 0.999798 | 0.99974674 | 0.999901116 | 1.000100613 | 1.000092268 | 1.000020385 | 0.999890804 | 0.999768674 | 0.999858558 | 1.000034451 | 1.000071287 | 0.999985278 | 1.000054955 | 1.000012398 | 0.999990702 | 1.000094652 | 1.000253439 | 1.000292182 | 1.000302434 | 1.000177264 | 0.999964833 | 0.999654949 | 0.999728918 | 0.999999006 | 0.999999006 | 0.999816537 | 0.999798059 | 0.999846876 | 0.999873996 | 0.999977052 | 0.999973714 | 0.999975562 | 0.9999668 | 0.999985039 | 0.999989688 | 1.000014544 | 1.000057101 | 1.000222802 | 1.000203848 | 1.000128865 | 1.000051022 | 1.000041366 | 1.000121236 | 1.00020206 | 1.00023222 | 1.000169158 | 1.000012398 | 0.999881744 | 0.999848008 | 0.999851167 | 0.999986172 | 0.999927521 | 0.999987781 | 1.000039816 | 0.999985218 | 1.000166655 | 1.000292659 | 1.000310183 | 1.000112772 | 1.000077367 | 1.000003338 | 1.000105143 | 1.000227451 | 1.000219226 | 1.000033259 | 0.999830484 | 0.999798954 | 0.999860048 | 0.999957025 | 1.00000608 | 0.999861658 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 0.999999006 | 1.000023246 | 1.00016737 | 1.000161052 | 0.999991357 | 0.999776006 | 0.99954772 | 0.999394357 | 0.999586284 | 0.999746323 | 0.999798536 | 0 |
5 | 0.989695251 | 0.999931209 | 0.999931209 | 0.989948273 | 0.994909048 | 0.998754501 | 0.999617219 | 0.999324381 | 0.998905957 | 0.998718739 | 0.999906838 | 1.002610207 | 1.004424691 | 1.003537178 | 0.999409199 | 0.993194044 | 0.988016546 | 0.984943151 | 0.985373795 | 0.988721311 | 0.993358254 | 0.997300327 | 0.999465644 | 1.000666618 | 1.001748681 | 1.002425909 | 1.003264189 | 1.004142404 | 1.004495502 | 1.003657937 | 1.000590801 | 0.996039689 | 0.990991771 | 0.987477779 | 0.987124622 | 0.990223408 | 0.994996846 | 0.998327076 | 0.999990463 | 1.001378059 | 1.003189564 | 1.005252719 | 1.006452799 | 1.006650567 | 1.006374478 | 1.00573194 | 1.003711224 | 0.999897718 | 0.995423019 | 0.991634071 | 0.991409242 | 0.994598925 | 0.99906683 | 1.002234936 | 1.003085852 | 1.002613187 | 1.002646208 | 1.003081799 | 1.003654122 | 1.004122257 | 1.004054189 | 1.003872871 | 1.002790213 | 1.000409961 | 0.996937513 | 0.99435401 | 0.994220674 | 0.997119486 | 1.001271844 | 1.004036307 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 1.001322389 | 0.99940145 | 0.996558011 | 0.995533645 | 0.996847689 | 1.000026226 | 1.002963901 | 1.004012823 | 1.003793597 | 1.003236175 | 1.002389908 | 1.001541853 | 1.001170754 | 1.000723243 | 1.000726223 | 1.00100708 | 1.001216769 | 1.000432014 | 0.999154806 | 0.998273253 | 0.998431385 | 0.999511242 | 0.999834776 | 0.999045849 | 0.998807728 | 0.999931209 | 0.999931209 | 0.999931209 | 1.000585198 | 1.001083732 | 1.001443028 | 1.00129652 | 1.000688791 | 1.000148892 | 0.999676108 | 0.999761283 | 1.000121474 | 1.000633121 | 1.000256419 | 0.998403609 | 0.997325718 | 0.99698019 | 0.996978521 | 0.997311115 | 0.998205602 | 0.998986065 | 0.999643087 | 0.999857605 | 1.000342965 | 1.000742078 | 1.001094341 | 1.001585722 | 1.001973987 | 1.002838612 | 1.002931714 | 1.001759171 | 0.999975204 | 0.998673499 | 0.997727811 | 0.99763459 | 0.998652816 | 1.000011325 | 1.001260996 | 1.000584006 | 0.99901253 | 0.998186409 | 0.998622715 | 0.999834061 | 1.001615167 | 1.00297451 | 1.002606034 | 1.000577211 | 0.998763263 | 0.9971807 | 0.99625808 | 0.996501923 | 0.998156965 | 1.0004282 | 1.002131104 | 1.002181053 | 1.001236796 | 1.000861764 | 1.001570582 | 1.002935886 | 1.004066586 | 1.004383802 | 1.003068686 | 1.000522494 | 0.997974873 | 0.996224523 | 0.995620668 | 0.995779574 | 0.996643424 | 0.998550713 | 1.000274301 | 1.000884771 | 1.000715494 | 1.000952721 | 1.0022645 | 1.003694415 | 1.004825234 | 1.004285097 | 1.002390265 | 1.000079513 | 0.998038948 | 0.996545792 | 0.995795429 | 0.995699406 | 0.997082233 | 0.998031676 | 0.999202371 | 0.999706745 | 1.000081897 | 1.001219988 | 1.003042698 | 1.005019188 | 1.005458117 | 1.004413247 | 1.001653552 | 0.998377621 | 0.996153295 | 0.995522678 | 0.999931209 | 0.999919415 | 0.999463797 | 0.998898983 | 0.998816431 | 0.998847723 | 0.998991966 | 1.000492692 | 1.003935933 | 1.006700039 | 1.007314086 | 1.005442023 | 1.002144337 | 0.998264313 | 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0.992130816 | 0.991770864 | 0.993383229 | 0.995930374 | 0.998712838 | 1.000916719 | 1.002084851 | 1.002459168 | 1.002197146 | 1.002117753 | 1.002107978 | 1.002497435 | 1.00223732 | 1.000833273 | 0.998462915 | 0.995884717 | 0.99406004 | 0.993738413 | 0.994808853 | 0.996683896 | 0.998549938 | 1.000110745 | 1.001330972 | 1.001839757 | 1.002536774 | 1.003242016 | 1.004746079 | 1.005630493 | 1.004893899 | 1.002384782 | 0.998890996 | 0.999931209 | 0.992486596 | 0.993624985 | 0.995017111 | 0.996474922 | 0.99802798 | 0.999021053 | 0.999428451 | 0.999535322 | 0.999833286 | 1.000959754 | 1.003124475 | 1.005304813 | 1.005514026 | 1.003351808 | 0.998894215 | 0.994273245 | 0.99279213 | 0.994606793 | 0.997003555 | 0.999077141 | 1.000290632 | 1.000026584 | 0.998788059 | 0.998152733 | 0.998546958 | 0.999615967 | 1.002093554 | 1.004706979 | 1.005304694 | 1.002119899 | 0.996681988 | 0.991629899 | 0.990177214 | 0.992026567 | 0.995087922 | 0.998195648 | 1.000410199 | 1.000645995 | 0.999378264 | 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| 0.99936384 | 0.992885768 | 0.987276852 | 0.985026836 | 0.986953199 | 0.990908206 | 0.994873405 | 0.996935546 | 0.9984622 | 0.999817371 | 1.001090646 | 1.003009915 | 1.005280852 | 1.007329702 | 1.007601976 | 1.005825162 | 1.000870466 | 0.994200051 | 0.987220407 | 0.983743668 | 0.984968364 | 0.989044785 | 0.994038522 | 0.997841954 | 0.999306858 | 0.999569774 | 0.99967128 | 1.000217557 | 1.001782298 | 1.003516436 | 1.003787518 | 1.002957821 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 1.008121967 | 1.006312251 | 1.003007531 | 0.998751044 | 0.99462992 | 0.991607904 | 0.990337193 | 0.990048647 | 0.991970837 | 0.995080948 | 0.998549759 | 1.000458598 | 1.001763821 | 1.003482699 | 1.005054951 | 1.006013274 | 1.005750775 | 1.004811287 | 1.002459049 | 0.999547899 | 0.995806575 | 0.99220401 | 0.989777625 | 0.989030063 | 0.990755737 | 0.994172215 | 0.998092473 | 1.001115322 | 1.003343821 | 1.00510335 | 1.005791426 | 1.005969167 | 1.005758643 | 1.005126595 | 1.003960013 | 1.001431465 | 0.996869504 | 0.992425382 | 0.988757551 | 0.987159491 | 0.988559484 | 0.991856813 | 0.99594003 | 0.999717891 | 1.003385901 | 1.006015658 | 1.007369041 | 1.007692933 | 1.006254673 | 1.003817201 | 1.001773238 | 0.999950886 | 0.998515666 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.992595136 | 0.995108128 | 0.998963118 | 1.002692342 | 1.005713344 | 1.006975532 | 1.007163286 | 1.006330609 | 1.004585028 | 1.002936244 | 1.001448274 | 0.999644279 | 0.997258723 | 0.99387908 | 0.990582585 | 0.989287913 | 0.991121948 | 0.993779004 | 0.996406317 | 0.99951005 | 1.003073335 | 1.006526828 | 1.008843303 | 1.008948565 | 1.006738305 | 1.003906488 | 1.002107501 | 1.000901222 | 0.999111831 | 0.996064901 | 0.992633164 | 0.990636051 | 0.991179943 | 0.992432773 | 0.993678868 | 0.996300995 | 1.000361919 | 1.004918098 | 1.008259773 | 1.009445667 | 1.008037448 | 1.005860686 | 1.003652215 | 1.001194 | 0.998469174 | 0.994781911 | 0.990648508 | 0.988104641 | 0.987868249 | 0.989330947 | 0.991473138 | 0.99443537 | 0.998859406 | 1.003170371 | 1.006220698 | 1.007338643 | 1.006460309 | 1.004725933 | 1.002374411 | 0.999030054 | 0.994693935 | 0.990073085 | 0.985965312 | 0.984241247 | 0.984703541 | 0.986529648 | 0.98892355 | 0.992164135 | 0.995872974 | 0.998899639 | 1.001267552 | 1.001897812 | 1.001592278 | 1.001515388 | 1.000671148 | 0.998714507 | 0.995877743 | 0.992857754 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 1.003508806 | 1.001571774 | 0.999163449 | 0.996313274 | 0.993151784 | 0.99112016 | 0.990509212 | 0.991090775 | 0.992093503 | 0.994505882 | 0.998202384 | 1.001035333 | 1.003905892 | 1.005773902 | 1.006440043 | 1.006415963 | 1.004972696 | 1.002577662 | 1.00102663 | 0.999335766 | 0.997402132 | 0.995220184 | 0.993490696 | 0.992885411 | 0.993232071 | 0.995017469 | 0.997879326 | 1.000408649 | 1.003289819 | 1.004883766 | 1.00471127 | 1.004446149 | 1.002867341 | 1.000381589 | 0.99900645 | 0.998626173 | 0.998220861 | 0.99780786 | 0.997268856 | 0.99653554 | 0.995846927 | 0.996010244 | 0.996811628 | 0.997931182 | 1.000535488 | 1.003027797 | 1.003911376 | 1.003931046 | 1.003365874 | 1.001171708 | 0.999507666 | 0.999174356 | 1.000325084 | 1.001747012 | 1.001558423 | 0.999173224 | 0.995933235 | 0.994149268 | 0.99424237 | 0.995174468 | 0.996856213 | 0.998749077 | 1.000333786 | 1.001879692 | 1.003104806 | 1.002674937 | 1.001296878 | 1.000203848 | 1.000319958 | 1.001310945 | 1.001681805 | 1.000443816 | 0.998256981 | 0.999931209 | 0.993790388 | 0.994275272 | 0.9958269 | 0.997410834 | 0.999107063 | 1.001606107 | 1.003841758 | 1.004229188 | 1.002890229 | 1.000730753 | 0.999609768 | 0.999857426 | 1.000879645 | 1.001520038 | 1.000859618 | 0.999212563 | 0.996681035 | 0.995417237 | 0.996096611 | 0.997122109 | 0.998126209 | 0.999345601 | 1.000585794 | 1.001413107 | 1.001361966 | 1.000365853 | 0.999414265 | 0.999239028 | 0.999688685 | 1.000121951 | 1.000895023 | 1.000853062 | 0.999789119 | 0.998665512 | 0.998366416 | 0.997280121 | 0.995933235 | 0.996030152 | 0.997862458 | 0.999371588 | 1.001335502 | 1.002937198 | 1.003017306 | 1.002543688 | 1.002236724 | 1.001801491 | 1.001449227 | 1.001315951 | 0.999840319 | 0.997866273 | 0.995876491 | 0.994113147 | 0.992502809 | 0.992919207 | 0.995187283 | 0.997136712 | 0.998894989 | 1.000040889 | 1.001739979 | 1.001788378 | 1.002782345 | 1.003092289 | 1.002941966 | 1.002773285 | 1.002139807 | 1.001024842 | 0.998636007 | 0.994934082 | 0.991993904 | 0.991743267 | 0.994334459 | 0.997251332 | 1.000198126 | 1.002558112 | 1.003924847 | 1.004228711 | 1.003569126 | 1.003080726 | 1.002691627 | 1.002185464 | 1.001736403 | 1.00120914 | 1.000212431 | 0.999931209 | 0.991791129 | 0.991455078 | 0.993832767 | 0.997040331 | 1.00039196 | 1.003279209 | 1.004796505 | 1.00478363 | 1.003415823 | 1.001666903 | 1.000716448 | 1.000345588 | 1.000512719 | 1.000642896 | 0.999063909 | 0.995681107 | 0.993274212 | 0.993560135 | 0.995474398 | 0.998169363 | 1.001101613 | 1.003498673 | 1.004940152 | 1.0047611 | 1.003170371 | 1.001210928 | 0.999462366 | 0.998889863 | 0.99952364 | 1.000785828 | 1.000527263 | 0.998339295 | 0.995994568 | 0.995104849 | 0.995763004 | 0.99750036 | 0.999385357 | 0.999931209 | 1.000806212 | 1.001396298 | 1.000789404 | 0.998735905 | 0.997152627 | 0.997997344 | 1.00053525 | 1.003722429 | 1.004580498 | 1.001536131 | 0.997227967 | 0.994276941 | 0.993378997 | 0.99471885 | 0.996910632 | 0.999818325 | 1.00124383 | 1.001606584 | 1.000453711 | 0.998699129 | 0.998118877 | 0.998946607 | 1.001095057 | 1.003010988 | 1.003554702 | 1.001680732 | 0.998029888 | 0.99438113 | 0.992220819 | 0.991791368 | 0.993426025 | 0.995578945 | 0.997522891 | 0.998597443 | 0.999036491 | 0.999364614 | 1.00020647 | 1.000760198 | 1.001699448 | 1.003268838 | 1.00403583 | 1.002839804 | 0.999638915 | 0.995784581 | 0.99195528 | 0.990149736 | 0.990797043 | 0.99343431 | 0.996031106 | 0.998791218 | 1.000040412 | 0.999927759 | 0.999885142 | 1.00016439 | 1.001826882 | 1.004403353 | 1.006157398 | 1.005158782 | 1.001214027 | 0.99555701 | 0.990242064 | 0.999931209 | 0.995696068 | 0.995979667 | 0.998122394 | 1.000380039 | 1.001241684 | 1.000273347 | 0.999323606 | 0.999141276 | 1.001049757 | 1.004776597 | 1.008088589 | 1.008449674 | 1.00521481 | 0.999328315 | 0.992260814 | 0.987699151 | 0.986643612 | 0.988634408 | 0.993680596 | 0.998552322 | 1.001250267 | 1.002046108 | 1.002503395 | 1.002208591 | 1.002646565 | 1.004649401 | 1.006973028 | 1.00750494 | 1.004666567 | 0.998099804 | 0.99125427 | 0.986438513 | 0.984375 | 0.986073554 | 0.990622044 | 0.995980442 | 1.000042081 | 1.002824306 | 1.00453198 | 1.004982829 | 1.004777312 | 1.004850984 | 1.005407572 | 1.005519032 | 1.00389421 | 0.999617994 | 0.993592322 | 0.98815012 | 0.985437334 | 0.986971617 | 0.991011679 | 0.995827019 | 0.9996804 | 1.002111554 | 1.003455043 | 1.004124761 | 1.004399896 | 1.004134059 | 1.00376296 | 1.002456188 | 1.000486851 | 0.997175932 | 0.992757738 | 0.9898417 | 0.999931209 | 0.999580264 | 0.998724997 | 1.00022459 | 1.002637386 | 1.00482285 | 1.005812526 | 1.005588889 | 1.005005956 | 1.004307747 | 1.002607226 | 0.999842167 | 0.997116864 | 0.994054139 | 0.990375876 | 0.98798722 | 0.987341702 | 0.988841236 | 0.993311703 | 0.998628199 | 1.002640486 | 1.005503297 | 1.007301331 | 1.006741285 | 1.005397677 | 1.003889084 | 1.001717448 | 0.998819649 | 0.996255279 | 0.993302286 | 0.99089843 | 0.989607155 | 0.98988086 | 0.991712332 | 0.995063305 | 0.999617755 | 1.003881216 | 1.00685513 | 1.008501172 | 1.008312106 | 1.007246137 | 1.005224109 | 1.002287388 | 0.998829067 | 0.995931089 | 0.993466854 | 0.99144125 | 0.989643157 | 0.98977387 | 0.991428196 | 0.994410455 | 0.998328984 | 1.001595378 | 1.004083395 | 1.006669998 | 1.007206917 | 1.006490111 | 1.004669547 | 1.001940608 | 0.998111904 | 0.995298207 | 0.993725419 | 0.999931209 | 0.993932784 | 0.994360864 | 0.994987309 | 0.99719888 | 1.00080955 | 1.003876328 | 1.006852746 | 1.00882709 | 1.008102536 | 1.00688684 | 1.006196499 | 1.005167127 | 1.003267765 | 1.000842571 | 0.997873902 | 0.995532155 | 0.994197786 | 0.993891358 | 0.994245529 | 0.996495187 | 1.000386 | 1.004474163 | 1.007935524 | 1.00971365 | 1.008664489 | 1.006398439 | 1.004452109 | 1.002988696 | 1.002425671 | 1.002821922 | 1.00201273 | 0.999996901 | 0.997467875 | 0.994021893 | 0.991670609 | 0.992418051 | 0.996251822 | 1.0013901 | 1.00682056 | 1.009840131 | 1.008462667 | 1.004392266 | 1.000680804 | 0.998684645 | 0.998878956 | 1.000504017 | 1.000701785 | 0.999506474 | 0.996781409 | 0.993785381 | 0.992039502 | 0.992678821 | 0.996673107 | 1.002036691 | 1.007097721 | 1.009327292 | 1.007081747 | 1.00249064 | 0.998273671 | 0.996236086 | 0.996436834 | 0.998090088 | 0.99909693 | 0.999931209 | 0.99796927 | 0.996355057 | 0.994804561 | 0.994535923 | 0.997531891 | 1.00217247 | 1.006539106 | 1.008177876 | 1.005992889 | 1.001451612 | 0.997145772 | 0.994773567 | 0.995297372 | 0.997552693 | 1.000028372 | 1.002188325 | 1.0025177 | 1.001373768 | 0.999521494 | 0.998445213 | 1.000573039 | 1.005248308 | 1.009923458 | 1.011178255 | 1.008012533 | 1.002706051 | 0.997837722 | 0.995247245 | 0.995351553 | 0.996818781 | 0.998631001 | 1.000174642 | 1.000780821 | 1.000833035 | 1.000166535 | 1.000243068 | 1.003668547 | 1.008358121 | 1.011414409 | 1.010653138 | 1.006100655 | 1.001363993 | 0.99844408 | 0.996887863 | 0.995811999 | 0.995580196 | 0.995637 | 0.996603549 | 0.998175919 | 0.999993742 | 1.001268983 | 1.003354788 | 1.007030845 | 1.010704398 | 1.01210022 | 1.009689569 | 1.004525423 | 0.999707818 | 0.997682571 | 0.997620344 | 0.997678697 | 0.999931209 | 0.99659127 | 0.995945811 | 0.995957196 | 0.996992767 | 0.99889642 | 1.001662374 | 1.006304264 | 1.010634065 | 1.011530042 | 1.007913351 | 1.001362681 | 0.996235192 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.994774222 | 0.994945049 | 0.997672796 | 1.001044393 | 1.004607916 | 1.009117484 | 1.012452245 | 1.012159348 | 1.00728786 | 1.000185847 | 0.99507159 | 0.993862867 | 0.995785534 | 0.99794513 | 0.99854517 | 0.997765481 | 0.996330976 | 0.996443927 | 0.998265266 | 1.001205206 | 1.005043387 | 1.009785533 | 1.012791991 | 1.012046337 | 1.007547259 | 1.000789404 | 0.995621383 | 0.993586481 | 0.994762599 | 0.997482836 | 0.999466598 | 0.999814451 | 0.999094307 | 0.999034882 | 1.000397563 | 1.003136039 | 1.006442308 | 1.009283662 | 1.010762453 | 1.009909153 | 1.006239295 | 1.000407934 | 0.994761288 | 0.991852582 | 0.991793811 | 0.993845642 | 0.995802164 | 0.997110367 | 0.997368932 | 0.997920454 | 0.999241114 | 1.000585198 | 0.999931209 | 1.009892702 | 1.01059258 | 1.009991765 | 1.006883025 | 1.001554608 | 0.995668411 | 0.991651833 | 0.991113901 | 0.993019164 | 0.996033847 | 0.998948216 | 1.000846028 | 1.001686931 | 1.002496362 | 1.003790259 | 1.005787969 | 1.008681655 | 1.010342956 | 1.009810448 | 1.006888509 | 1.001478195 | 0.995793223 | 0.992362857 | 0.990997672 | 0.992219269 | 0.99452728 | 0.995850265 | 0.996214092 | 0.997068048 | 0.998739779 | 1.001805902 | 1.00592804 | 1.009054184 | 1.010592937 | 1.009797096 | 1.007984161 | 0.999931209 | 0.999931209 | 0.999931209 | 0.989588141 | 0.99004072 | 0.991498947 | 0.993219137 | 0.994740486 | 0.995862067 | 0.999931209 | 1.001574397 | 1.004646301 | 1.008528471 | 1.010389328 | 1.009139299 | 1.005301952 | 0.999931097 | 0.994572997 | 0.999931209 | 0.988813698 | 0.989518464 | 0.992828012 | 0.995749235 | 0.998176634 | 1.00036633 | 1.001693606 | 1.003190994 | 1.005676985 | 1.008847952 | 1.010262609 | 1.008615851 | 1.00478673 | 0.999184668 | 0.994222164 | 0.991617024 | 0.990536749 | 0.990867436 | 0.993335247 | 0.996708095 | 0.999485672 | 1.002075315 | 1.003996491 | 1.005831122 | 1.00776279 | 1.009921551 | 1.01095438 | 1.009542346 | 1.005198956 | 0.999533832 | 0.994686723 | 0.992186487 | 0.990620434 | 0.990119457 | 0.991704285 | 0.995481193 | 1.000159621 | 1.004436016 | 1.007961988 | 1.010522246 | 1.012517214 | 1.013607621 | 1.013263464 | 1.010712624 | 1.005815387 | 0.999575317 | 0.99423933 | 0.991423786 | 0.989991188 | 0.990066528 | 0.992139995 | 0.99626112 | 1.00101161 | 1.005250931 | 1.008784533 | 0.999931209 | 1.013144612 | 1.013232231 | 1.012650728 | 1.010427594 | 1.006418228 | 1.000758529 | 0.995347679 | 0.991338015 | 0.988656521 | 0.987522125 | 0.989039123 | 0.992768288 | 0.995291948 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999619424 | 0.994273961 | 0.990086854 | 0.987116039 | 0.986869514 | 0.989042759 | 0.992168784 | 0.995342433 | 0.998811364 | 1.003159881 | 1.008594632 | 1.013572097 | 1.015612006 | 1.013863444 | 1.009781361 | 1.004797101 | 0.999342918 | 0.995187223 | 0.992615044 | 0.991243184 | 0.991740465 | 0.993884027 | 0.99588424 | 0.996480107 | 0.996853113 | 0.999567509 | 1.004882455 | 1.011303544 | 1.01487577 | 1.013210773 | 1.009201765 | 1.004413724 | 0.999560535 | 0.996390998 | 0.995380044 | 0.994982481 | 0.995212376 | 0.995363235 | 0.995216548 | 0.994501293 | 0.994944334 | 0.998326004 | 1.003673553 | 1.010457397 | 1.015001655 | 1.015493274 | 1.012277722 | 1.007583499 | 1.002520561 | 0.999252319 | 0.997966766 | 0.997284174 | 0.996683478 | 0.996251345 | 0.996025801 | 0.995496273 | 0.994667828 | 0.995456457 | 0.999456227 | 1.005980492 | 1.011585236 | 1.013213396 | 1.01145637 | 1.006996751 | 1.001538038 | 0.998048306 | 0.996996939 | 0.996686161 | 0.996004939 | 0.995701909 | 0.995936096 | 0.995371997 | 0.994342268 | 0.994650304 | 0.998197377 | 1.003894091 | 1.008277059 | 1.009502292 | 1.008775949 | 1.006696224 | 1.003682375 | 1.001373172 | 0.99953419 | 0.997848749 | 0.996319592 | 0.995494187 | 0.995329201 | 0.994981527 | 0.994513452 | 0.994502723 | 0.9962942 | 0.999889851 | 1.002871871 | 1.005061507 | 1.007336736 | 1.008219123 | 1.006705761 | 1.004297137 | 1.001852155 | 0.999508083 | 0.999931209 | 0.996320724 | 0.996491253 | 0.99607116 | 0.994745553 | 0.993747354 | 0.994660556 | 0.998157322 | 1.00175631 | 1.004252315 | 1.006583095 | 1.007726789 | 1.006803155 | 1.004771233 | 1.001536369 | 0.997555494 | 0.994627535 | 0.993832409 | 0.994675338 | 0.995498955 | 0.995371878 | 0.99469161 | 0.995330036 | 0.997856915 | 1.000552654 | 1.002372265 | 1.004475236 | 1.005394697 | 1.004302144 | 1.002379775 | 0.999656916 | 0.996922076 | 0.995481193 | 0.996273339 | 0.9983055 | 0.999883056 | 0.998865902 | 0.99644351 | 0.996125102 | 0.998241425 | 1.000509143 | 1.002851009 | 1.00572443 | 1.007481098 | 1.006697774 | 1.004409909 | 1.000942707 | 0.998036146 | 0.99706316 | 0.99763006 | 0.999621928 | 1.001137853 | 1.000251532 | 0.996919334 | 0.995552301 | 0.996969521 | 0.998699844 | 1.000309467 | 1.002864003 | 1.005245566 | 0.999931209 | 1.003264189 | 1.00119698 | 0.998724878 | 0.998226404 | 0.999168575 | 1.000939608 | 1.002203941 | 1.001734972 | 0.999288082 | 0.997018993 | 0.997089326 | 0.997857988 | 0.998591423 | 1.000699878 | 1.003196001 | 1.003872395 | 1.002801895 | 1.001089096 | 1.000367761 | 1.000444174 | 1.001568437 | 1.002503276 | 1.001984715 | 1.000661612 | 0.998609483 | 0.997010708 | 0.996584833 | 0.996596575 | 0.996907949 | 0.998351395 | 1.00143373 | 1.004440188 | 1.0060606 | 1.00536561 | 1.003649712 | 1.001702905 | 1.001112819 | 1.001572728 | 1.002108932 | 1.001948118 | 1.001510501 | 0.999802172 | 0.998292923 | 0.997377813 | 0.997503757 | 0.999344826 | 1.001933217 | 1.007555246 | 1.008803844 | 1.008674502 | 1.006871939 | 1.004603744 | 1.003884912 | 1.004617333 | 1.005163193 | 1.005134225 | 0.999931209 | 0.999755502 | 0.998034537 | 0.995379031 | 0.993417203 | 0.993607581 | 0.997020543 | 1.000201225 | 1.002043605 | 1.002052188 | 1.000950098 | 0.999109089 | 0.997710466 | 0.998298466 | 0.998792171 | 0.999276638 | 0.999609947 | 0.9985587 | 0.996484935 | 0.995142758 | 0.994637191 | 0.995314777 | 0.999000549 | 1.003565907 | 1.005887151 | 1.005207539 | 1.002654791 | 0.999736488 | 0.999127507 | 1.000235081 | 1.001809001 | 1.003068447 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.996540666 | 0.996997833 | 0.998646975 | 1.000478625 | 1.000792503 | 0.99936837 | 0.997747958 | 0.996443331 | 0.996837914 | 0.999027729 | 1.001928091 | 1.003489852 | 1.002459168 | 0.998997033 | 0.995645225 | 0.994447649 | 0.994715631 | 0.995534897 | 0.999931209 | 0.999931209 | 1.003617764 | 1.003758907 | 1.00278759 | 1.001242757 | 0.999321461 | 0.999825776 | 1.002007961 | 1.00402689 | 1.003957272 | 1.001208782 | 0.996329784 | 0.992578566 | 0.990833521 | 0.991223097 | 0.994203269 | 0.998730361 | 1.00344193 | 1.007040739 | 1.006883025 | 1.00372684 | 1.000430703 | 0.999010801 | 1.00031662 | 1.002754688 | 1.004494548 | 1.003622651 | 0.999582946 | 0.994406223 | 0.989799559 | 0.988511503 | 0.991592944 | 0.997576773 | 1.003336787 | 1.00673902 | 1.006495118 | 1.004070282 | 1.001569271 | 1.000825882 | 1.001922369 | 1.003378868 | 1.003610969 | 1.001860619 | 0.999026179 | 0.995458782 | 0.99257195 | 0.991675258 | 0.993442774 | 0.997034073 | 1.00096941 | 1.003626704 | 1.003627777 | 1.001623631 | 0.999569535 | 0.999426603 | 1.000612855 | 1.001574755 | 1.002382159 | 1.001980662 | 0.999651134 | 0.996540427 | 0.994145215 | 0.999931209 | 0.997602165 | 0.997460186 | 0.998721123 | 1.000787854 | 1.001738787 | 1.001434207 | 1.001093388 | 1.001292467 | 1.001850724 | 1.002371311 | 1.002327561 | 1.00116384 | 0.999342144 | 0.996986687 | 0.994979858 | 0.993955433 | 0.993253469 | 0.99405241 | 0.99656266 | 0.999719918 | 1.002569914 | 1.00304544 | 1.002725005 | 1.002883554 | 1.004405975 | 1.005285263 | 1.004635215 | 1.002152681 | 0.998459756 | 0.995670497 | 0.994613945 | 0.99517256 | 0.995630562 | 0.99630326 | 0.998073101 | 1.001029611 | 1.003890634 | 1.005240202 | 1.004319787 | 1.003127575 | 1.003027439 | 1.003033996 | 1.00259161 | 1.00129199 | 0.999252379 | 0.996197283 | 0.994051754 | 0.992734611 | 0.991942346 | 0.992688835 | 0.995182931 | 0.998931825 | 1.002753258 | 1.004732013 | 1.004693866 | 1.004210949 | 1.004125714 | 1.003739715 | 1.002406001 | 0.999976754 | 0.997158051 | 0.994743049 | 0.992608368 | 0.990923643 | 0.990205169 | 0.991921484 | 0.995237291 | 0.999600589 | 1.002828121 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 1.004444003 | 1.003061175 | 1.001867771 | 1.000338674 | 0.997620761 | 0.993930221 | 0.990160704 | 0.988339901 | 0.990111589 | 0.994903088 | 1.001101851 | 1.006715417 | 1.009875774 | 1.010016561 | 1.008309484 | 1.005679727 | 1.002370238 | 0.999361515 | 0.998107493 | 0.998277426 | 0.997821808 | 0.995864391 | 0.992954791 | 0.99165535 | 0.994046152 | 0.999245167 | 1.005035758 | 1.009374022 | 1.011151075 | 1.010230064 | 1.007763386 | 1.005034685 | 1.0018574 | 0.999679029 | 0.998789072 | 0.998872757 | 0.998683453 | 0.997462451 | 0.995576859 | 0.994888008 | 0.996286213 | 0.999604881 | 1.004179597 | 1.00819242 | 1.010231495 | 1.00949645 | 1.006742358 | 1.003507137 | 1.00093472 | 0.999489605 | 0.999303341 | 0.999334633 | 0.998985291 | 0.997923076 | 0.996617436 | 0.99574095 | 0.99687773 | 0.999881029 | 1.00370419 | 1.007752299 | 1.00931263 | 1.008286357 | 0.999931209 | 1.000219107 | 0.998958766 | 0.998120964 | 0.998205245 | 0.999018192 | 0.999517977 | 0.998356998 | 0.997018814 | 0.996697128 | 0.997852683 | 1.000675082 | 1.004406095 | 1.007571816 | 1.008741498 | 1.006815314 | 1.003785849 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999559462 | 1.002212763 | 1.006298065 | 1.007596731 | 1.006370425 | 1.003261447 | 0.999661922 | 0.996906817 | 0.995933712 | 0.996584117 | 0.998620033 | 1.001152277 | 0.999760449 | 0.998208463 | 0.996621192 | 0.996256828 | 0.998725355 | 1.003239155 | 1.007582426 | 1.009624362 | 1.008284807 | 1.004918933 | 1.000633955 | 0.997342765 | 0.995944262 | 0.996678352 | 0.998786628 | 1.00025928 | 0.999894261 | 0.998239219 | 0.997461081 | 0.998466074 | 1.001833439 | 1.006754875 | 1.010168433 | 0.999931209 | 1.006134391 | 1.002751827 | 0.998297155 | 0.995156467 | 0.993817091 | 0.994009495 | 0.995900631 | 0.998435795 | 0.999899387 | 1.000316501 | 1.000954509 | 1.002483249 | 1.005231261 | 1.009112 | 1.012195468 | 1.01220119 | 1.010124683 | 1.006392956 | 1.001195431 | 0.996170759 | 0.993042588 | 0.992239416 | 0.993283153 | 0.995386183 | 0.996690929 | 0.997788668 | 0.999258876 | 1.001180172 | 1.004247665 | 1.008541703 | 1.011232018 | 1.01180768 | 1.011582971 | 1.009500623 | 1.004929543 | 0.999328852 | 0.994499028 | 0.991347909 | 0.989866257 | 0.990159988 | 0.991319478 | 0.993769705 | 0.997180521 | 1.000956535 | 1.005149364 | 1.009742737 | 1.012954712 | 1.014301658 | 1.014933109 | 1.013436437 | 1.009703755 | 1.004214883 | 0.998818755 | 0.994021118 | 0.990295589 | 0.987090111 | 0.985406101 | 0.986246467 | 0.989418626 | 0.995584428 | 1.002728581 | 1.00953424 | 1.014121652 | 1.016148925 | 1.016032577 | 1.013618946 | 1.010563016 | 1.0074085 | 1.003411651 | 0.998115122 | 0.994511425 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.969560921 | 0.974725425 | 0.978783846 | 0.980000317 | 0.978522658 | 0.976463497 | 0.973622859 | 0.970240831 | 0.967955351 | 0.967095137 | 0.967282414 | 0.967703819 | 0.968378365 | 0.9695099 | 0.97184974 | 0.976577759 | 0.982261896 | 0.987771094 | 0.992291033 | 0.9948439 | 0.995082676 | 0.99345094 | 0.990452766 | 0.98696661 | 0.983516097 | 0.980639637 | 0.97943449 | 0.979737937 | 0.980656683 | 0.982164443 | 0.984723568 | 0.988998652 | 0.993593574 | 0.998373032 | 1.002883315 | 1.005968928 | 1.006831408 | 1.005784035 | 1.002838731 | 0.998498142 | 0.994670212 | 0.991748869 | 0.990383744 | 0.990405858 | 0.99210602 | 0.994212091 | 0.99682045 | 0.999732733 | 1.002682328 | 1.007235885 | 1.012619734 | 1.017163634 | 0.999931209 | 0.999931209 | 1.015455127 | 1.010686755 | 1.00607276 | 1.002778888 | 1.001002431 | 1.00072968 | 1.001723886 | 1.003117919 | 1.004982948 | 1.007001519 | 1.009272337 | 1.013935208 | 1.020340085 | 1.02576375 | 1.02723527 | 1.025323987 | 1.021820307 | 1.017519712 | 1.01346457 | 1.009624839 | 1.007101893 | 1.006088853 | 1.006150365 | 1.007365346 | 1.009158134 | 1.012038946 | 1.015232205 | 1.019612432 | 1.025461316 | 1.030390024 | 1.032244802 | 1.031172156 | 1.029124618 | 1.025782108 | 1.022012591 | 1.01871717 | 1.01570189 | 1.01371944 | 1.013124824 | 1.013145328 | 1.013738513 | 1.016795516 | 1.020498633 | 1.024367213 | 1.029061913 | 1.032168508 | 0.999931209 | 0.999931209 | 0.999931209 | 1.031832337 | 1.028270602 | 1.023695946 | 1.019304395 | 1.016224623 | 1.015301585 | 1.015028715 | 1.016096115 | 1.01912868 | 1.022833705 | 1.026116729 | 1.029895306 | 1.032570124 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 1.000039577 | 0.997915089 | 0.994372725 | 0.991019547 | 0.988428056 | 0.987800121 | 0.988679051 | 0.991407096 | 0.994832456 | 0.998675227 | 1.002953053 | 1.006978393 | 1.009660363 | 1.010426879 | 1.009259343 | 1.006939292 | 1.003875732 | 1.000954866 | 0.997496128 | 0.99363786 | 0.990621746 | 0.988327503 | 0.988226414 | 0.990593135 | 0.994036973 | 0.998448551 | 1.003632903 | 1.007835269 | 1.010499835 | 1.011283398 | 1.009404302 | 1.006590247 | 1.004368663 | 1.002771497 | 1.000767708 | 0.997620881 | 0.99362427 | 0.990176857 | 0.988564432 | 0.989106297 | 0.991748095 | 0.996458709 | 1.002760172 | 1.008544326 | 1.011999846 | 1.01292932 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.999931209 | 0.990147293 | 0.991812527 | 0.996631384 | 1.002441168 | 1.008080006 | 1.012096047 | 1.0133816 | 1.011274695 | 1.008018374 | 1.006540537 | 1 |
In order to be able to apply many models to the data, pre-built models were selected; this came with the added benefits that they were known to be effective for the task of time-series classification, and and performance evaluation and inference was in-built in most of them. These came from 2 sources: the python package tsai and public models from Kaggle
Using tsai, we performed a benchmark test (only validation accuracy was recorded) with a variety of models on both datasets, this then guided which models to apply to the datasets; this was done as the time it takes to fully train all these models would have been computationally significant.
Full models:
- ResNet
- XceptionTime
- InceptionTime
- Time Series Transformer
- MiniRocket
The following notebook models were used:
Benchmark Results | ||||||
---|---|---|---|---|---|---|
DATA: | Global View | |||||
Arch | Hyperparams | Train Loss | Valid Loss | Accuracy | Time | |
ResNet | {} | 0.101971 | 0.570287 | 0.835165 | 20 | |
OmniScaleCNN | {} | 0.187023 | 0.70566 | 0.824176 | 186 | |
xresnet1d34 | {} | 0.012369 | 0.87605 | 0.813187 | 31 | |
InceptionTime | {} | 0.052903 | 0.5022 | 0.813187 | 23 | |
ResCNN | {} | 0.211304 | 0.592521 | 0.769231 | 22 | |
LSTM_FCN | {} | 0.367932 | 0.56479 | 0.747253 | 14 | |
FCN | {} | 0.379054 | 0.566882 | 0.714286 | 16 | |
LSTM_FCN | {'shuffle': False} | 0.385292 | 0.562923 | 0.714286 | 38 | |
LSTM | {'n_layers': 3, 'bidirectional': True} | 0.595162 | 0.599472 | 0.703297 | 136 | |
mWDN | {'levels': 4} | 0.084603 | 1.129448 | 0.692308 | 25 | |
LSTM | {'n_layers': 1, 'bidirectional': False} | 0.601289 | 0.611448 | 0.681319 | 34 | |
XceptionTime | {} | 0.436045 | 0.552484 | 0.681319 | 23 | |
LSTM | {'n_layers': 2, 'bidirectional': False} | 0.581708 | 0.598325 | 0.67033 | 52 | |
LSTM | {'n_layers': 1, 'bidirectional': True} | 0.639124 | 0.642683 | 0.67033 | 50 | |
LSTM | {'n_layers': 2, 'bidirectional': True} | 0.604301 | 0.60013 | 0.67033 | 92 | |
LSTM | {'n_layers': 3, 'bidirectional': False} | 0.682145 | 0.682709 | 0.571429 | 67 | |
DATA: | Raw View | |||||
Arch | Hyperparams | Train Loss | Valid Loss | Accuracy | Time | |
ResNet | {} | 0.081148 | 0.54911 | 0.846154 | 17 | |
OmniScaleCNN | {} | 0.202464 | 0.639158 | 0.813187 | 187 | |
ResCNN | {} | 0.190979 | 0.514264 | 0.791209 | 14 | |
xresnet1d34 | {} | 0.007197 | 1.053324 | 0.758242 | 25 | |
InceptionTime | {} | 0.036138 | 0.577145 | 0.736264 | 23 | |
LSTM_FCN | {} | 0.374544 | 0.571736 | 0.725275 | 13 | |
LSTM | {'n_layers': 2, 'bidirectional': False} | 0.57476 | 0.606897 | 0.714286 | 49 | |
mWDN | {'levels': 4} | 0.087482 | 1.405759 | 0.714286 | 25 | |
LSTM_FCN | {'shuffle': False} | 0.382874 | 0.580837 | 0.703297 | 38 | |
FCN | {} | 0.377618 | 0.575527 | 0.692308 | 11 | |
LSTM | {'n_layers': 2, 'bidirectional': True} | 0.586023 | 0.616293 | 0.692308 | 93 | |
XceptionTime | {} | 0.423537 | 0.550438 | 0.692308 | 23 | |
LSTM | {'n_layers': 1, 'bidirectional': False} | 0.605034 | 0.613509 | 0.681319 | 30 | |
LSTM | {'n_layers': 3, 'bidirectional': False} | 0.572732 | 0.609226 | 0.681319 | 68 | |
LSTM | {'n_layers': 3, 'bidirectional': True} | 0.618245 | 0.620349 | 0.681319 | 137 | |
LSTM | {'n_layers': 1, 'bidirectional': True} | 0.620575 | 0.632382 | 0.659341 | 50 |
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