学习率对神经网络迭代次数和准确率的影响以及近似数学表达式

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我是靠谱客的博主内向胡萝卜，最近开发中收集的这篇文章主要介绍学习率对神经网络迭代次数和准确率的影响以及近似数学表达式，觉得挺不错的，现在分享给大家，希望可以做个参考。

概述

本文构造了一个带有1个卷积核的网络二分类minst的0和2，通过调整学习率r观察学习率对神经网络的迭代次数和准确率到底有什么影响。

实验用minst数据集将28*28的图片缩小到9*9，网络用一个3*3的卷积核，网络结构是81*49*30*2，画成图

这个网络由两部分组成，左右两边分别向1,0和0,1收敛，左边输入minst的0，右边输入minst的2，让左右两个网络的权重部分共享，实现耦合达到分类的目的。

具体进样顺序
学习率用r表示
r=0.6
δ=0.1	迭代次数
minst 0-1	1	判断是否达到收敛
minst 2-1	2	判断是否达到收敛
梯度下降
minst 0-2	3	判断是否达到收敛
minst 2-2	4	判断是否达到收敛
梯度下降
minst 0-3	5	判断是否达到收敛
minst 2-3	6	判断是否达到收敛
梯度下降
minst 0-4	7	判断是否达到收敛
minst 2-4	8	判断是否达到收敛
梯度下降
minst 0-5	9	判断是否达到收敛
minst 2-5	10	判断是否达到收敛
梯度下降
……
minst 0-4999	9997	判断是否达到收敛
minst 2-4999	9998	判断是否达到收敛
梯度下降
……
如果4999图片内没有达到收敛标准再次从头循环
minst 0-1	9999	判断是否达到收敛
minst 2-1	10000	判断是否达到收敛
……
每当网路达到收敛标准记录迭代次数和对应的准确率测试结果
将这一过程重复相应迭代批次
δ=0.01
…
δ=1e-7
r=0.5
…
r=1e-3

收敛条件是

if (Math.abs(f2[0]-y[0])< δ && Math.abs(f2[1]-y[1])< δ )

具体的迭代批次数据

	0.6	0.5	0.4	0.3	0.2	0.1	9*1e-2	8*1e-2	7*1e-2	6*1e-2	5*1e-2	4*1e-2	3*1e-2	2*1e-2	1.00E-02	1.00E-03
迭代批次	99	99	99	99	99	199	199	199	99	99	99	99	49	19	19	9
收敛标准数量	23	22	22	22	22	23	23	23	23	23	23	23	23	22	22	19
收敛次数	2277	2178	2178	2178	2178	4577	4577	4577	2277	2277	2277	2277	1127	418	418	171

比如当r=1e-3时尝试了19个不同的收敛标准，每个收敛标准重复9次取平均值。

首先拟合迭代次数曲线n（r，δ）

具体数据

δr	0.6	0.5	0.4	0.3	0.2	0.1	9*1e-2	8*1e-2	7*1e-2	6*1e-2	5*1e-2	4*1e-2	3*1e-2	2*1e-2	1.00E-02	1.00E-03

0.1	450.939394	509.707071	601.646465	832.161616	1346.90909	2785.725	3022.15075	3421.48744	3760.23232	4466.89899	5034.78788	6573.75758	8421.97959	13866.1053	29395.1053	266650.667
1.00E-02	707.212121	757.222222	998.060606	1109.79798	1717.31313	3620.905	4132.17085	4517.59296	5232.73737	6364.59596	7586.88889	9070.87879	13176.8163	17543.2105	33094.2105	403032.778
1.00E-03	1102.33333	1333.44444	1450.57576	1674.44444	2429.12121	4846.435	5419.32161	6337.56784	7445.60606	8704.9697	10398.8384	13593.1111	18510.2857	26145.6316	59695.1053	540944.111
1.00E-04	2526.92929	2765.44444	3067.30303	3262.0101	3964.62626	7709.22	8515.03015	9764.71357	11357.2323	13413.596	17218.1616	21796.3434	28744.2041	42848.8421	92427	886770.222
0.00009	2685.73737	2779.69697	3145.35354	3561.0202	4488.29293	7951.16	9066.59296	9938.67337	11038.9899	14057.1313	17463.9192	22672.101	31534.4694	46692.3684	102512.526	900392.778
0.00008	2923.36364	3232.07071	3656.38384	3935.35354	4710.14141	8182.51	8945.27136	10424.4472	12044.9899	14629.4242	18146.7879	22694.5758	31008.0816	50762.3684	96688.8421	1095102.56
0.00007	2631.68687	3063.91919	3951.42424	4071.9596	4461.30303	8193.28	9274.56784	10642.4271	12481.7172	14741.697	18819.2626	24147.9394	34670.9388	46805.1579	107360.526	1165418.56
0.00006	3412.84848	3509.91919	4434.29293	4480.06061	5156.35354	8780.59	9656.64322	10810.8693	12898.6061	15812.2424	19477.4141	24635.6667	34407.5306	53700.5789	101850.789	1237129.56
0.00005	3513.75758	3871.20202	4466.68687	4494.32323	5562.42424	9227.095	9912.12563	11487.005	13513.3131	16702.0101	19825.8586	26156.1616	34971.2449	54688.1579	114240.842	1157092.44
0.00004	4030.0303	4433.72727	5692.38384	5888.41414	6443.23232	9473.415	10787.3367	12214.598	15033.7879	17546.2121	21844.7677	27275.6263	37760.8776	56086.2105	110557.263	1369831.33
0.00003	5155.45455	6595.0101	6183.33333	6651.49495	6918.32323	10478	11589.6834	13443.5025	16093.1515	19075.0202	22692.5253	31011.0808	41042.6939	66337.2105	145883.526	1074014.33
0.00002	6345.70707	6690.9798	8425.63636	8510.67677	12240.6061	12060.835	13977.1156	16357.5477	18447.9091	20868.303	25713.101	34325.6061	46288.6531	73116.6316	157999.105	1733106.33
1.00E-05	10469.1717	12805.1616	14396.6364	16427.8485	17083.1818	19757.36	19716.1307	21967.5829	28235.1414	26126.2929	31903.6364	42933.4343	57378.7755	88206.8421	184000.684	1880675.11
0.000009	14148.7374	15900.1717	14248.5556	20380.202	18224.7172	22245.54	22123.0352	23800.6633	24885.101	30206.6364	36951.2222	45709.4141	61453.449	99080.4211	197259.947	1782400
0.000008	12061.3333	16990.6263	17342.9091	20878.4949	18792.8788	22214.925	24338.4271	23525.5578	26229.3838	30248.3333	37264.596	45743.9798	63118.7959	102146.895	238433.632	2161505.67
0.000007	15447.697	17055.3131	16756.8081	23393.7879	24626.9596	28045.605	26621.3769	27583.9397	27712.8889	33021.6768	40300.8586	48154.7172	66872.6327	91680.1579	227748.684	2427938.56
0.000006	16363.4242	19538.9798	23098.0606	23525.2424	25262.9596	28410.335	30478.005	30443.5075	34617.6162	36609.3333	43348.8081	51335.0707	72964.4286	101187.316	235256.158	2245382.33
0.000005	15435.3636	22017.1515	28748.1313	27564.8283	27952.2626	33681.76	32414.6985	34133.2814	39291.5354	39831.3737	49829.5758	57589.2424	79256.6327	112888.316	231381.368	2399699.89
0.000004	22163.8384	27614.2727	32165.7879	35140.7172	38190.202	37281.575	40560.4121	38845.3166	49073	49934.8485	56060.8586	59055.5657	80945.449	105719.421	235798.316	2647137.78
0.000003	22927.2121	28859.899	36659.5859	35043.4141	42120.1818	45173.585	51076.7688	54023.8342	56240.5253	55068.7475	61498.8384	72600.9091	94621.9388	130338.421	311185.947
0.000002	33399.2828	36129.6364	41347.3737	47989.303	54458.3232	60366.615	70687.1256	73467.4171	65498.101	79889.0505	84106.9394	99886.303	110986.531	195190	346350.474
1.00E-06	44776.8283	49352.596	58196.596	66137.7778	74129.0202	90392.445	100523.663	110144.452	103614.222	111489.737	127626.586	135720.404	159008.306	232212.316	477003.316
0.0000001	91114.8283					207402.66	212024.005	243067.714	255093.152	300479.242	360578.293	405314.465	481567.265

同时考虑r和δ两个变量得到是一个二维曲面，一个最初的印象是

δ	r	n
不变	减小	增大
减小	不变	增大

画成图

r=0.1不变

对应不同r的曲线

δ=1e-5不变

因为在r不变的情况下可以用

很好的拟合n和δ的数据，所以先将对应每个r的n（δ）曲线拟合出来

比如第一组r=0.6的数据

x	δ	1.00E-06,0.000002,0.000003,0.000004,0.000005,0.000006,0.000007,0.000008,0.000009,1.00E-05,0.00002,0.00003,0.00004,0.00005,0.00006,0.00007,0.00008,0.00009,1.00E-04
y	n	44776.82828,33399.28283,22927.21212,22163.83838,15435.36364,16363.42424,15447.69697,12061.33333,14148.73737,10469.17172,6345.707071,5155.454545,4030.030303,3513.757576,3412.848485,2631.686869,2923.363636,2685.737374,2526.929293

		拟合方程式：y=ax^b
		a = 5.35983868500963
		b = -0.661586726096118
		相关系数 R2：0.979033223519759

得到当r=0.6时n（δ）曲线的表达式是

用同样的办法将所有的r的n（δ）曲线都拟合出来，得到的数据表格

r	a	b
0.6	5.35983869	-0.6615867
0.5	4.67754841	-0.68712
0.4	5.52390567	-0.6841599
0.3	5.0193023	-0.7009318
0.2	7.53120014	-0.6739942
0.1	44.4044341	-0.5407144
0.09	52.9869736	-0.5320451
0.08	79.3951193	-0.5032233
0.07	136.397228	-0.464944
0.06	230.86659	-0.4290442
0.05	369.07106	-0.4035616
0.04	679.834517	-0.3674333
0.03	1196.15737	-0.3429743
0.02	1962.58277	-0.3350236
1.00E-02	3954.43475	-0.3399457
1.00E-03	53754.1569	-0.311865

然后再用r去拟合a和b

x	r	1.00E-03,1.00E-02,0.02,0.03,0.04,0.05,0.06
y	a	53754.15692,3954.434749,1962.582766,1196.157366,679.8345172,369.0710596,230.8665897

		拟合方程式：y=cx^d
		c = 10.2471727161249
		d = -1.26716462098638
		相关系数 R2：0.947301598419259

x	r	1.00E-03,1.00E-02,0.02,0.03,0.04,0.05,0.06,0.07,0.08,0.09,0.1,0.2
y	b	0.311864963,0.339945742,0.335023592,0.342974299,0.367433328,0.403561618,0.42904418,0.464943989,0.503223333,0.532045068,0.54071441,0.673994167

		拟合方程式：Y = m + n·X
		m = 0.312611765764848
		n = 1.98858521946981
		相关系数 R2：0.947569463434112

所以得到n（r，δ）的近似表达式

带入数据

与实测数据比较

计算值	0.6	0.5	0.4	0.3	0.2	0.1	0.09	0.08	0.07	0.06	0.05	0.04	0.03	0.02	1.00E-02	1.00E-03
0.0000001	6.793E+11	3.47E+10	1.867E+09	109015644	7389512.4	721208.26	598193.93	504033.85	433255.49	382274.84	349550.9	336597.12	351744.55	426739.68	745446.75	10334760
1.00E-06	2.12E+10	1.712E+09	145591050	13436975	1439749.6	222121.4	192866.84	170122.25	153084.54	141399.81	135353.47	136444.25	149265.03	189574.34	346672.19	5008411.7
0.000002	7.465E+09	691938429	67542890	7154986.8	879947.37	155819.75	137175.3	122677.72	111923.73	104815.59	101726.17	103969.21	115317.13	148491.49	275313.34	4027132.2
0.000003	4.054E+09	407317448	43098529	4948902.4	659741.8	126635.96	112385.99	101321.99	93188.408	87976.634	86074.769	88684.895	99160.898	128721.15	240589.86	3544847.1
0.000004	2.629E+09	279672673	31334632	3809922.8	537806.96	109308.67	97565.044	88464.754	81830.081	77696.766	76453.255	79223.547	89090.13	116311.74	218642.96	3238111.1
0.000005	1.879E+09	208928609	24470557	3110332.5	458974.38	97518.725	87428.855	79626.56	73982.295	70557.78	69737.292	72585.608	81988.505	107516.24	203008	3018587.8
0.000006	1.428E+09	164632509	19994356	2635216.1	403221.54	88836.034	79933.811	73064.813	68132.246	65214.534	64690.299	67577.043	76608.37	100825.86	191066.95	2850318.3
0.000007	1.132E+09	134593022	16854943	2290599	361401.12	82100.89	74100.395	67940.63	63548.499	61013.829	60709.175	63612.967	72335.916	95495.076	181520.6	2715387.9
0.000008	925680110	113040121	14536825	2028726.6	328697.3	76680.813	69392.508	63793.268	59827.905	57594.365	57459.16	60367.587	68828.033	91105.705	173637.58	2603679.9
0.000009	775242122	96912804	12758224	1822704.6	302315.93	72197.758	65488.765	60345.693	56727.342	54737.612	54737.169	57642.67	65875.336	87401.779	166968.92	2508967.3
1.00E-05	661511548	84446274	11352430	1656205.3	280516.34	68410.083	62183.209	57419.913	54090.204	52302.441	52411.715	55309.54	63341.557	84216.287	161220.92	2427167.1
0.00002	232947274	34132105	5266641.9	881904.39	171446.21	47990.162	44227.406	41406.365	39546.626	38770.287	39390.515	42145.342	48935.553	65965.688	128035.27	1951621.2
0.00003	126504492	20092253	3360598.2	609988.38	128542.04	39001.99	36234.957	34198.347	32926.772	32541.717	33329.964	35949.635	42079.554	57182.935	111887.02	1717897.2
0.00004	82030967	13795761	2443311	469600.82	104784.64	33665.442	31456.457	29858.755	28913.472	28739.292	29604.311	32114.348	37805.96	51670.195	101680.55	1569247.3
0.00005	58621150	10306081	1908086.3	383371.2	89425.141	30034.315	28188.395	26875.675	26140.571	26098.649	27003.748	29423.569	34792.341	47762.892	94409.463	1462862.4
0.00006	44547788	8121032	1559055.4	324809.63	78562.431	27360.175	25771.879	24660.944	24073.541	24122.234	25049.446	27393.278	32509.246	44790.762	88856.244	1381315.9
0.00007	35319956	6639236.9	1314260.5	282333.06	70414.27	25285.851	23891.097	22931.422	22453.94	22568.433	23507.871	25786.386	30696.203	42422.622	84416.687	1315926.2
0.00008	28886707	5576070.3	1133505.7	250055.37	64042.36	23616.548	22373.202	21531.598	21139.322	21303.606	22249.397	24470.827	29207.611	40472.693	80750.667	1261790.5
0.00009	24192150	4780538.1	994819.68	224661.66	58902.295	22235.834	21114.576	20367.968	20043.783	20246.92	21195.385	23366.244	27954.616	38827.265	77649.386	1215891
1.00E-04	20643082	4165586.1	885203.19	204139.4	54654.932	21069.286	20048.814	19380.454	19111.989	19346.174	20294.92	22420.478	26879.39	37412.146	74976.26	1176249.2
1.00E-03	644186.52	205481.03	69023.522	25161.672	10648.797	6489.0264	6464.0433	6541.3196	6752.9441	7155.9649	7858.6205	9088.4475	11406.439	16619.928	34867.929	570031.65
1.00E-02	20102.438	10136.018	5382.0938	3101.3599	2074.7785	1998.5235	2084.1061	2207.8359	2386.0549	2646.9231	3043.0234	3684.1264	4840.3946	7383.2178	16215.432	276247.67
0.1	627.31524	499.99193	419.66757	382.26526	404.24339	615.51546	671.94757	745.19203	843.07787	979.07158	1178.3228	1493.411	2054.0521	3279.9121	7541.0343	133874.63
实测值/计算值	0.6	0.5	0.4	0.3	0.2	0.1	0.09	0.08	0.07	0.06	0.05	0.04	0.03	0.02	1.00E-02	1.00E-03
0.0000001	1.34E-07	0	0	0	0	0.2875767	0.3544403	0.4822448	0.5887823	0.7860293	1.0315473	1.2041531	1.3690824	0	0	0
1.00E-06	2.112E-06	2.883E-05	0.0003997	0.0049221	0.0514874	0.4069506	0.5212076	0.647443	0.6768431	0.7884716	0.9429133	0.994695	1.065275	1.2249143	1.3759492	0
0.000002	4.474E-06	5.222E-05	0.0006122	0.0067071	0.0618882	0.3874131	0.5153051	0.5988652	0.585203	0.7621867	0.8267975	0.9607296	0.9624462	1.3144861	1.2580229	0
0.000003	5.656E-06	7.085E-05	0.0008506	0.007081	0.0638434	0.35672	0.4544763	0.5331896	0.6035142	0.6259474	0.7144816	0.8186389	0.9542263	1.0125641	1.2934292	0
0.000004	8.431E-06	9.874E-05	0.0010265	0.0092235	0.071011	0.341067	0.4157269	0.439105	0.5996939	0.6426889	0.7332697	0.7454295	0.9085793	0.9089316	1.0784629	0.8174944
0.000005	8.217E-06	0.0001054	0.0011748	0.0088623	0.0609016	0.3453876	0.3707552	0.428667	0.5310938	0.5645214	0.7145327	0.7933975	0.9666798	1.0499652	1.1397648	0.7949743
0.000006	1.146E-05	0.0001187	0.0011552	0.0089273	0.0626528	0.3198064	0.3812905	0.4166644	0.5080945	0.5613677	0.6700975	0.7596525	0.9524342	1.003585	1.231276	0.7877655
0.000007	1.365E-05	0.0001267	0.0009942	0.010213	0.068143	0.3415993	0.3592609	0.4060006	0.4360904	0.5412163	0.6638347	0.7569953	0.9244734	0.9600512	1.2546713	0.8941406
0.000008	1.303E-05	0.0001503	0.001193	0.0102914	0.0571738	0.2897064	0.3507357	0.3687781	0.4384139	0.5251961	0.6485406	0.7577573	0.9170507	1.121191	1.3731683	0.8301733
0.000009	1.825E-05	0.0001641	0.0011168	0.0111813	0.0602837	0.3081195	0.3378142	0.3944053	0.4386791	0.5518442	0.6750664	0.7929788	0.9328749	1.1336202	1.1814171	0.7104118
1.00E-05	1.583E-05	0.0001516	0.0012682	0.009919	0.0608991	0.2888077	0.3170652	0.3825778	0.522001	0.4995234	0.6087119	0.7762392	0.905863	1.0473846	1.1412954	0.7748437
0.00002	2.724E-05	0.000196	0.0015998	0.0096503	0.0713962	0.2513189	0.3160284	0.3950491	0.466485	0.5382551	0.6527739	0.8144579	0.9459105	1.108404	1.2340279	0.8880342
0.00003	4.075E-05	0.0003282	0.00184	0.0109043	0.0538215	0.268653	0.3198481	0.3931039	0.4887558	0.5861713	0.6808446	0.8626258	0.9753595	1.1600875	1.3038467	0.6251913
0.00004	4.913E-05	0.0003214	0.0023298	0.0125392	0.0614902	0.2813988	0.3429292	0.4090793	0.5199579	0.6105304	0.7378914	0.8493284	0.9988075	1.0854654	1.0873	0.8729225
0.00005	5.994E-05	0.0003756	0.0023409	0.0117232	0.062202	0.3072184	0.3516385	0.4274127	0.5169479	0.6399569	0.7341891	0.8889527	1.0051421	1.1449926	1.2100571	0.7909783
0.00006	7.661E-05	0.0004322	0.0028442	0.0137929	0.0656338	0.3209259	0.3746969	0.4383802	0.5358001	0.6555049	0.7775587	0.8993325	1.0583921	1.1989209	1.1462423	0.8956167
0.00007	7.451E-05	0.0004615	0.0030066	0.0144225	0.0633579	0.3240263	0.3882018	0.464098	0.5558809	0.6531999	0.8005515	0.9364608	1.1294862	1.1033066	1.2717927	0.8856261
0.00008	0.0001012	0.0005796	0.0032257	0.0157379	0.0735473	0.3464736	0.3998208	0.4841465	0.5697907	0.6867112	0.8156081	0.9274135	1.0616439	1.2542375	1.1973752	0.8678957
0.00009	0.000111	0.0005815	0.0031617	0.0158506	0.0761989	0.3575832	0.4293997	0.4879561	0.5507438	0.6942849	0.8239491	0.9702929	1.1280595	1.2025665	1.3201975	0.740521
1.00E-04	0.0001224	0.0006639	0.0034651	0.0159793	0.0725392	0.3658985	0.4247149	0.5038434	0.5942465	0.6933462	0.8483976	0.9721623	1.0693771	1.145319	1.2327502	0.7538966
1.00E-03	0.0017112	0.0064894	0.0210157	0.0665474	0.2281123	0.7468663	0.8383795	0.9688516	1.1025719	1.2164634	1.3232397	1.4956472	1.6227926	1.5731495	1.7120347	0.9489721
1.00E-02	0.0351804	0.0747061	0.185441	0.3578424	0.8277091	1.8117901	1.9827066	2.0461634	2.1930499	2.4045262	2.4932075	2.4621519	2.7222608	2.3760928	2.0409083	1.4589545
0.1	0.7188402	1.0194306	1.4336263	2.1769219	3.3319261	4.5258408	4.4975991	4.5914171	4.4601245	4.5623825	4.2728428	4.4018408	4.1001783	4.2275844	3.8980204	1.9917939

这个表达式在r∈（1e-3,0.1）, δ<0.1的区间上拟合度相对较高

但当r>0.1时计算值严重偏大。

然后统计r对网络准确率的影响，网络的收敛准确率通过相应迭代次数的平均准确率p-ave和相应迭代次数内最大准确率p-max来衡量

首先观察p-ave

p-ave	0.6	0.5	0.4	0.3	0.2	0.1	9*1e-2	8*1e-2	7*1e-2	6*1e-2	5*1e-2	4*1e-2	3*1e-2	2*1e-2	1.00E-02	1.00E-03

0.1	0.50532161	0.512315	0.55935097	0.66877021	0.76173263	0.87929672	0.89233943	0.90860865	0.92286684	0.92179248	0.93402213	0.93078398	0.940439	0.94137805	0.94436015	0.9438922
1.00E-02	0.56657028	0.60515694	0.60707472	0.67544732	0.7051479	0.87987823	0.88326573	0.90184771	0.88934072	0.90783581	0.91791674	0.93556339	0.92807441	0.95058596	0.94728994	0.95565496
1.00E-03	0.64879912	0.69057875	0.733498	0.77050324	0.65825753	0.84748758	0.86600747	0.87455918	0.90579252	0.91133	0.91854429	0.92634596	0.94091573	0.94668829	0.96408392	0.96918489
1.00E-04	0.73310139	0.75963913	0.70722634	0.76651204	0.80636886	0.85403579	0.87125239	0.88150744	0.86584533	0.88891901	0.90533566	0.9330532	0.94589605	0.96858324	0.97504447	0.97487298
9*1e-5	0.7489658	0.70132237	0.74081772	0.73584252	0.81142438	0.85867545	0.86737365	0.87424948	0.88887885	0.90593811	0.91912665	0.94061389	0.95362519	0.96531338	0.9640316	0.97271924
8*1e-5	0.74331285	0.70543908	0.70331044	0.71840673	0.82153543	0.86508946	0.87319051	0.86614484	0.86528807	0.87739723	0.91774103	0.93824427	0.94690023	0.96131108	0.97326567	0.97404462
7*1e-5	0.75671225	0.72010362	0.74226861	0.74230375	0.80382854	0.87211233	0.87682448	0.85890436	0.86777316	0.89462217	0.93143663	0.92926281	0.95006492	0.9686094	0.97088521	0.97459686
6*1e-5	0.72578669	0.74825793	0.73378416	0.77233568	0.81042533	0.87048211	0.87227639	0.85861714	0.89091712	0.90741912	0.92451352	0.93214953	0.95078509	0.96191273	0.97308256	0.97608792
5*1e-5	0.71897905	0.76718979	0.72594233	0.73235837	0.78668896	0.86196074	0.86631218	0.86140444	0.88416471	0.89293532	0.92339398	0.93949937	0.9579462	0.9585644	0.97378885	0.97818644
4*1e-5	0.75237966	0.73812177	0.76766673	0.78846115	0.78229612	0.87558151	0.85960618	0.86494101	0.89988353	0.90973352	0.92430267	0.93653232	0.94960847	0.96204353	0.97263786	0.97625359
3*1e-5	0.72364299	0.77646746	0.79820572	0.80097195	0.81758941	0.85857604	0.84173102	0.87581046	0.90257445	0.8940398	0.91045645	0.93777236	0.95656672	0.9586952	0.96952496	0.97735807
2*1e-5	0.77747153	0.78257224	0.79657911	0.79819065	0.8438661	0.83116054	0.83916601	0.86024057	0.87108661	0.91140029	0.93171777	0.93904251	0.95144439	0.96510411	0.97132992	0.97813121
1.00E-05	0.80439585	0.8260588	0.84255578	0.8722413	0.86864169	0.85205765	0.88819595	0.88038353	0.88893909	0.91370464	0.92190293	0.94263711	0.9479957	0.95987234	0.97473056	0.97978794
9*1e-6	0.79429986	0.84715445	0.83986485	0.8751481	0.87099624	0.88018141	0.87091271	0.89741451	0.8890897	0.91631524	0.92562303	0.9488674	0.95453808	0.96251439	0.97708486	0.97757897
8*1e-6	0.84018616	0.84747575	0.85380143	0.88311545	0.87336587	0.8850671	0.88862054	0.89324855	0.8977348	0.91219351	0.92635601	0.94067414	0.95422364	0.96910641	0.97235011	0.97708195
7*1e-6	0.83084824	0.83647609	0.8465269	0.88109223	0.882759	0.88239066	0.88980938	0.88980189	0.90761994	0.91615459	0.92238488	0.95210555	0.95565383	0.96918489	0.97687559	0.97619837
6*1e-6	0.84234492	0.85846035	0.86038818	0.91336325	0.90940719	0.89694334	0.88962956	0.89438994	0.91788662	0.90144487	0.93388156	0.93840492	0.94549032	0.96868787	0.97496599	0.97973271
5*1e-6	0.84611523	0.85919332	0.88181517	0.882759	0.90576742	0.91289761	0.89068853	0.91256981	0.92256562	0.90911099	0.94149748	0.94478583	0.95310788	0.96290677	0.97959611	0.9806163
4*1e-6	0.85797839	0.88415467	0.88681045	0.89816656	0.92276643	0.90874503	0.91872634	0.91516729	0.91866478	0.93705444	0.93703436	0.94456995	0.95761147	0.96722298	0.97582924	0.97890435
3*1e-6	0.8673163	0.87538406	0.90587284	0.90447718	0.91060204	0.92182654	0.9238189	0.93184611	0.93733056	0.93834468	0.93491074	0.94993674	0.96563476	0.97106833	0.97881134
2*1e-6	0.87372231	0.8951242	0.90702753	0.9239412	0.92749061	0.93123012	0.94029541	0.9443265	0.93957467	0.94891761	0.94483101	0.96033396	0.96208464	0.97080674	0.97664016
1.00E-06	0.891133	0.91104384	0.90327731	0.93696407	0.94718557	0.9513842	0.95146957	0.95735886	0.95650842	0.95672932	0.96055485	0.95794927	0.96976305	0.96915873	0.97475672
1.00E-07	0.93427817						0.97139025	0.97158007	0.97588208	0.9755658	0.97326646	0.97634898	0.9773299

规则明显

δ	r	p-ave
减小	不变	增大
不变	减小	增大

收敛标准δ和学习率r减小都有助于p-ave增大。

再观察r对p-max的影响

p-max	0.6	0.5	0.4	0.3	0.2	0.1	9*1e-2	8*1e-2	7*1e-2	6*1e-2	5*1e-2	4*1e-2	3*1e-2	2*1e-2	1.00E-02	1.00E-03

0.1	0.86928429	0.87176938	0.95029821	0.9582505	0.96719682	0.96819086	0.97316103	0.97166998	0.97017893	0.97365805	0.96819086	0.97266402	0.9666998	0.97117296	0.97166998	0.97117296
1.00E-02	0.96023857	0.95079523	0.96322068	0.97117296	0.9666998	0.97266402	0.97713718	0.972167	0.9776342	0.97564612	0.97713718	0.97664016	0.972167	0.97017893	0.97415507	0.96968191
1.00E-03	0.97415507	0.97067594	0.97664016	0.97117296	0.97664016	0.98011928	0.97813121	0.97465209	0.9776342	0.97862823	0.98011928	0.97316103	0.97614314	0.97465209	0.9776342	0.97564612
1.00E-04	0.97465209	0.98161034	0.97514911	0.98111332	0.97614314	0.98210736	0.97713718	0.98359841	0.98260437	0.98111332	0.9806163	0.98111332	0.98210736	0.98210736	0.98359841	0.98111332
9*1e-5	0.98210736	0.97614314	0.97912525	0.97514911	0.97664016	0.97862823	0.9806163	0.97962227	0.97664016	0.98011928	0.98409543	0.98111332	0.98260437	0.97962227	0.9806163	0.98161034
8*1e-5	0.9806163	0.97862823	0.97862823	0.98011928	0.97912525	0.98359841	0.98161034	0.97912525	0.97514911	0.98459245	0.98558648	0.98310139	0.98260437	0.98210736	0.98210736	0.97862823
7*1e-5	0.97813121	0.97664016	0.97713718	0.98111332	0.97862823	0.98210736	0.97962227	0.98161034	0.98011928	0.98260437	0.98161034	0.98210736	0.98260437	0.98111332	0.9806163	0.9806163
6*1e-5	0.97465209	0.97962227	0.97564612	0.98111332	0.9806163	0.98161034	0.9806163	0.98310139	0.98310139	0.97962227	0.98011928	0.98260437	0.98210736	0.97813121	0.98210736	0.97813121
5*1e-5	0.9776342	0.98161034	0.97912525	0.97465209	0.9776342	0.9806163	0.98310139	0.98260437	0.9806163	0.98161034	0.98111332	0.98409543	0.98409543	0.98161034	0.98111332	0.98459245
4*1e-5	0.97813121	0.97664016	0.9806163	0.97912525	0.98111332	0.98459245	0.98161034	0.98459245	0.98210736	0.98459245	0.98210736	0.98011928	0.98161034	0.98210736	0.98161034	0.98111332
3*1e-5	0.9776342	0.98359841	0.97813121	0.97862823	0.98260437	0.98161034	0.98310139	0.98210736	0.9806163	0.98260437	0.98161034	0.98210736	0.98658052	0.98210736	0.98011928	0.9806163
2*1e-5	0.98011928	0.98161034	0.98111332	0.98260437	0.9806163	0.97813121	0.9806163	0.98260437	0.97614314	0.98508946	0.98508946	0.98558648	0.98359841	0.98260437	0.98459245	0.98111332
1.00E-05	0.98260437	0.98260437	0.98260437	0.98161034	0.98459245	0.98260437	0.98409543	0.98409543	0.98459245	0.98508946	0.98558648	0.98508946	0.98310139	0.98260437	0.98459245	0.98310139
9*1e-6	0.98111332	0.98558648	0.98558648	0.98111332	0.98161034	0.98359841	0.98310139	0.98459245	0.98111332	0.98459245	0.98359841	0.98310139	0.98707754	0.98359841	0.98508946	0.98111332
8*1e-6	0.98111332	0.98161034	0.98111332	0.98161034	0.98359841	0.98260437	0.98359841	0.98161034	0.98260437	0.98310139	0.98409543	0.98409543	0.98658052	0.98409543	0.98508946	0.98260437
7*1e-6	0.98508946	0.98011928	0.98260437	0.98111332	0.98707754	0.98210736	0.98359841	0.98210736	0.98409543	0.98459245	0.98558648	0.9860835	0.98508946	0.98359841	0.98707754	0.97912525
6*1e-6	0.98359841	0.98161034	0.98459245	0.98459245	0.98459245	0.98409543	0.98459245	0.98508946	0.98210736	0.98161034	0.98757455	0.98310139	0.98359841	0.98409543	0.98409543	0.98359841
5*1e-6	0.98459245	0.97912525	0.98359841	0.98260437	0.98558648	0.98757455	0.98707754	0.98459245	0.98558648	0.98409543	0.98260437	0.98459245	0.98359841	0.98409543	0.98658052	0.98310139
4*1e-6	0.98210736	0.98359841	0.98658052	0.98409543	0.98508946	0.9860835	0.98210736	0.9860835	0.98508946	0.98409543	0.98558648	0.98658052	0.98260437	0.9860835	0.98508946	0.98260437
3*1e-6	0.98210736	0.97962227	0.98409543	0.98508946	0.9860835	0.9860835	0.98310139	0.98558648	0.98757455	0.98359841	0.98658052	0.98459245	0.9860835	0.98508946	0.98658052
2*1e-6	0.98310139	0.98310139	0.9806163	0.98558648	0.98658052	0.98558648	0.98707754	0.98508946	0.98409543	0.98459245	0.9860835	0.9860835	0.9860835	0.98310139	0.98508946
1.00E-06	0.98508946	0.98558648	0.98707754	0.9860835	0.98558648	0.98558648	0.98658052	0.98658052	0.98558648	0.98558648	0.9860835	0.98459245	0.98359841	0.98459245	0.98558648
1.00E-07	0.98558648					0.99005964	0.98956262	0.98956262	0.98856859	0.98658052	0.9860835	0.98906561	0.98558648

δ	r	p-max
减小	不变	增大
不变	减小	变化不大甚至有减小趋势

在学习率r不变的情况下δ越小p-max越大，但在一定收敛标准δ的情况下，学习率r减小并不一定会提升准确率。

比如取δ=1e-6的数据画成图

明显的随着r减小，p-max是减小的。

所以学习率r对网络收敛准确率的影响可以概括成，如果比较在意网络的平均性能，希望网络每次收敛都一个相对较高的准确率应该让r尽可能的小，r减小虽然迭代次数也会增加网络收敛速度变慢，但可以使网络的性能变得更加稳定可期待。

但是如果更在意网络的收敛效率应该选择一个更大的学习率

p-max	0.5	0.4	0.3	0.2	0.1	9*1e-2	8*1e-2	7*1e-2	6*1e-2	5*1e-2	4*1e-2
1.00E-06	0.985586	0.987078	0.986083	0.985586	0.985586	0.986581	0.986581	0.985586	0.985586	0.986083	0.984592
规定迭代次数	99	99	99	99	199	199	199	99	99	99	99
耗时ms/199	1493995	1690726	2116256	2336894		6053900	6426435	3767392	3938233	4076070	3874740
耗时min/199	24.89992	28.17877	35.27093	38.94823	118.6276	100.8983	107.1073	62.78987	65.63722	67.9345	64.579

比如当r=0.5时可以在24min将网络收敛到1e-6共99次，这99次中的最大准确率为0.985586，而当r=0.1的时候将网络收敛到1e-6在118min内能完成199次，最大准确率同样也是0.985586，也就表明在更看重收敛效率的情况下选择一个较大的学习率可能在相对短的时间里面得到一个相对较大的准确率。

实验数据

学习率 0.1

权重初始化方式

Random rand1 =new Random();

int ti1=rand1.nextInt(98)+1;

int xx=1;

if(ti1%2==0)

{ xx=-1;}

tw[a][b]=xx*((double)ti1/x);

第一层第二层和卷积核的权重的初始化的x分别为1000,1000,200

曲线拟合

http://www.qinms.com/webapp/curvefit/cf.aspx

0.6	1.00E-06,0.000002,0.000003,0.000004,0.000005,0.000006,0.000007,0.000008,0.000009,1.00E-05,0.00002,0.00003,0.00004,0.00005,0.00006,0.00007,0.00008,0.00009,1.00E-04
	44776.82828,33399.28283,22927.21212,22163.83838,15435.36364,16363.42424,15447.69697,12061.33333,14148.73737,10469.17172,6345.707071,5155.454545,4030.030303,3513.757576,3412.848485,2631.686869,2923.363636,2685.737374,2526.929293

	拟合方程式：y=ax^b
	a = 5.35983868500963
	b = -0.661586726096118
	相关系数 R2：0.979033223519759

0.5	1.00E-06,0.000002,0.000003,0.000004,0.000005,0.000006,0.000007,0.000008,0.000009,1.00E-05,0.00002,0.00003,0.00004,0.00005,0.00006,0.00007,0.00008,0.00009,1.00E-04
	49352.59596,36129.63636,28859.89899,27614.27273,22017.15152,19538.9798,17055.31313,16990.62626,15900.17172,12805.16162,6690.979798,6595.010101,4433.727273,3871.20202,3509.919192,3063.919192,3232.070707,2779.69697,2765.444444

	拟合方程式：y=ax^b
	a = 4.67754840973275
	b = -0.687119998641929
	相关系数 R2：0.937377453678227

0.4	1.00E-06,0.000002,0.000003,0.000004,0.000005,0.000006,0.000007,0.000008,0.000009,1.00E-05,0.00002,0.00003,0.00004,0.00005,0.00006,0.00007,0.00008,0.00009,1.00E-04
	58196.59596,41347.37374,36659.58586,32165.78788,28748.13131,23098.06061,16756.80808,17342.90909,14248.55556,14396.63636,8425.636364,6183.333333,5692.383838,4466.686869,4434.292929,3951.424242,3656.383838,3145.353535,3067.30303

	拟合方程式：y=ax^b
	a = 5.52390567202631
	b = -0.684159942010868
	相关系数 R2：0.948243801142418

0.3	1.00E-06,0.000002,0.000003,0.000004,0.000005,0.000006,0.000007,0.000008,0.000009,1.00E-05,0.00002,0.00003,0.00004,0.00005,0.00006,0.00007,0.00008,0.00009,1.00E-04
	66137.77778,47989.30303,35043.41414,35140.71717,27564.82828,23525.24242,23393.78788,20878.49495,20380.20202,16427.84848,8510.676768,6651.494949,5888.414141,4494.323232,4480.060606,4071.959596,3935.353535,3561.020202,3262.010101

	拟合方程式：y=ax^b
	a = 5.01930229957708
	b = -0.700931762463355
	相关系数 R2：0.951701726538571

0.2	1.00E-06,0.000002,0.000003,0.000004,0.000005,0.000006,0.000007,0.000008,0.000009,1.00E-05,0.00002,0.00003,0.00004,0.00005,0.00006,0.00007,0.00008,0.00009,1.00E-04
	74129.0202,54458.32323,42120.18182,38190.20202,27952.26263,25262.9596,24626.9596,18792.87879,18224.71717,17083.18182,12240.60606,6918.323232,6443.232323,5562.424242,5156.353535,4461.30303,4710.141414,4488.292929,3964.626263

	拟合方程式：y=ax^b
	a = 7.53120014322965
	b = -0.673994166670858
	相关系数 R2：0.979851362401591

0.1	1.00E-06,0.000002,0.000003,0.000004,0.000005,0.000006,0.000007,0.000008,0.000009,1.00E-05,0.00002,0.00003,0.00004,0.00005,0.00006,0.00007,0.00008,0.00009,1.00E-04
	90392.445,60366.615,45173.585,37281.575,33681.76,28410.335,28045.605,22214.925,22245.54,19757.36,12060.835,10478,9473.415,9227.095,8780.59,8193.28,8182.51,7951.16,7709.22

	拟合方程式：y=ax^b
	a = 44.4044340884289
	b = -0.540714410219626
	相关系数 R2：0.970788788627853

9*1e-2	1.00E-06,0.000002,0.000003,0.000004,0.000005,0.000006,0.000007,0.000008,0.000009,1.00E-05,0.00002,0.00003,0.00004,0.00005,0.00006,0.00007,0.00008,0.00009,1.00E-04
	100523.6633,70687.12563,51076.76884,40560.41206,32414.69849,30478.00503,26621.37688,24338.42714,22123.03518,19716.13065,13977.11558,11589.68342,10787.33668,9912.125628,9656.643216,9274.567839,8945.271357,9066.592965,8515.030151

	拟合方程式：y=ax^b
	a = 52.9869736440654
	b = -0.532045068079058
	相关系数 R2：0.943066820020848

8*1e-2	1.00E-06,0.000002,0.000003,0.000004,0.000005,0.000006,0.000007,0.000008,0.000009,1.00E-05,0.00002,0.00003,0.00004,0.00005,0.00006,0.00007,0.00008,0.00009,1.00E-04
	110144.4523,73467.41709,54023.83417,38845.31658,34133.28141,30443.50754,27583.9397,23525.55779,23800.66332,21967.58291,16357.54774,13443.50251,12214.59799,11487.00503,10810.86935,10642.42714,10424.44724,9938.673367,9764.713568

	拟合方程式：y=ax^b
	a = 79.3951192582378
	b = -0.503223333087072
	相关系数 R2：0.908628657384572

7*1e-2	1.00E-06,0.000002,0.000003,0.000004,0.000005,0.000006,0.000007,0.000008,0.000009,1.00E-05,0.00002,0.00003,0.00004,0.00005,0.00006,0.00007,0.00008,0.00009,1.00E-04
	103614.2222,65498.10101,56240.52525,49073,39291.53535,34617.61616,27712.88889,26229.38384,24885.10101,28235.14141,18447.90909,16093.15152,15033.78788,13513.31313,12898.60606,12481.71717,12044.9899,11038.9899,11357.23232

	拟合方程式：y=ax^b
	a = 136.397227804853
	b = -0.464943988983266
	相关系数 R2：0.943840009909165

6*1e-2	1.00E-06,0.000002,0.000003,0.000004,0.000005,0.000006,0.000007,0.000008,0.000009,1.00E-05,0.00002,0.00003,0.00004,0.00005,0.00006,0.00007,0.00008,0.00009,1.00E-04
	111489.7374,79889.05051,55068.74747,49934.84848,39831.37374,36609.33333,33021.67677,30248.33333,30206.63636,26126.29293,20868.30303,19075.0202,17546.21212,16702.0101,15812.24242,14741.69697,14629.42424,14057.13131,13413.59596

	拟合方程式：y=ax^b
	a = 230.866589709944
	b = -0.429044180199772
	相关系数 R2：0.914564237405916

5*1e-2	1.00E-06,0.000002,0.000003,0.000004,0.000005,0.000006,0.000007,0.000008,0.000009,1.00E-05,0.00002,0.00003,0.00004,0.00005,0.00006,0.00007,0.00008,0.00009,1.00E-04
	127626.5859,84106.93939,61498.83838,56060.85859,49829.57576,43348.80808,40300.85859,37264.59596,36951.22222,31903.63636,25713.10101,22692.52525,21844.76768,19825.85859,19477.41414,18819.26263,18146.78788,17463.91919,17218.16162

	拟合方程式：y=ax^b
	a = 369.071059613474
	b = -0.403561618090458
	相关系数 R2：0.917851616709726

4*1e-2	1.00E-06,0.000002,0.000003,0.000004,0.000005,0.000006,0.000007,0.000008,0.000009,1.00E-05,0.00002,0.00003,0.00004,0.00005,0.00006,0.00007,0.00008,0.00009,1.00E-04
	135720.404,99886.30303,72600.90909,59055.56566,57589.24242,51335.07071,48154.71717,45743.9798,45709.41414,42933.43434,34325.60606,31011.08081,27275.62626,26156.16162,24635.66667,24147.93939,22694.57576,22672.10101,21796.34343

	拟合方程式：y=ax^b
	a = 679.834517164632
	b = -0.367433327780221
	相关系数 R2：0.928700468687962

3*1e-2	1.00E-06,0.000002,0.000003,0.000004,0.000005,0.000006,0.000007,0.000008,0.000009,1.00E-05,0.00002,0.00003,0.00004,0.00005,0.00006,0.00007,0.00008,0.00009,1.00E-04
	159008.3061,110986.5306,94621.93878,80945.44898,79256.63265,72964.42857,66872.63265,63118.79592,61453.44898,57378.77551,46288.65306,41042.69388,37760.87755,34971.2449,34407.53061,34670.93878,31008.08163,31534.46939,28744.20408

	拟合方程式：y=ax^b
	a = 1196.15736585087
	b = -0.342974299278252
	相关系数 R2：0.969864964457347

2*1e-2	1.00E-06,0.000002,0.000003,0.000004,0.000005,0.000006,0.000007,0.000008,0.000009,1.00E-05,0.00002,0.00003,0.00004,0.00005,0.00006,0.00007,0.00008,0.00009,1.00E-04
	232212.3158,195190,130338.4211,105719.4211,112888.3158,101187.3158,91680.15789,102146.8947,99080.42105,88206.84211,73116.63158,66337.21053,56086.21053,54688.15789,53700.57895,46805.15789,50762.36842,46692.36842,42848.84211

	拟合方程式：y=ax^b
	a = 1962.58276618837
	b = -0.335023592346894
	相关系数 R2：0.932282237845563

1.00E-02	1.00E-06,0.000002,0.000003,0.000004,0.000005,0.000006,0.000007,0.000008,0.000009,1.00E-05,0.00002,0.00003,0.00004,0.00005,0.00006,0.00007,0.00008,0.00009,1.00E-04
	477003.3158,346350.4737,311185.9474,235798.3158,231381.3684,235256.1579,227748.6842,238433.6316,197259.9474,184000.6842,157999.1053,145883.5263,110557.2632,114240.8421,101850.7895,107360.5263,96688.84211,102512.5263,92427

	拟合方程式：y=ax^b
	a = 3954.43474850769
	b = -0.339945741760316
	相关系数 R2：0.973311534518584

1.00E-03	0.000004,0.000005,0.000006,0.000007,0.000008,0.000009,1.00E-05,0.00002,0.00003,0.00004,0.00005,0.00006,0.00007,0.00008,0.00009,1.00E-04
	2647137.778,2399699.889,2245382.333,2427938.556,2161505.667,1782400,1880675.111,1733106.333,1074014.333,1369831.333,1157092.444,1237129.556,1165418.556,1095102.556,900392.7778,886770.2222

	拟合方程式：y=ax^b
	a = 53754.1569229673
	b = -0.311864962861574
	相关系数 R2：0.942765543229613

f2[0]   f2[1]   迭代次数n   准确率   δ   耗时ms/次
0.056513844   0.943526975   606   0.487077535   0.1   1418
0.906284729   0.088474273   331   0.487077535   0.1   921
0.937198922   0.062371492   667   0.487077535   0.1   913
0.932882338   0.065543624   331   0.487077535   0.1   815
0.929872401   0.069967933   217   0.487077535   0.1   718
0.909411712   0.090891359   709   0.487077535   0.1   870
0.06718993   0.932412004   208   0.487077535   0.1   710
0.938554679   0.060950597   249   0.487077535   0.1   733
0.902338886   0.096338414   1269   0.487077535   0.1   1070
0.092412814   0.906806913   510   0.487077535   0.1   790
0.924237765   0.076149926   569   0.487077535   0.1   802
0.925417989   0.076429729   219   0.487077535   0.1   731
0.911428203   0.093231305   251   0.487077535   0.1   838
0.094925045   0.905916028   290   0.487077535   0.1   725
0.933807158   0.062023017   369   0.487077535   0.1   745
0.088488307   0.910995566   276   0.496520875   0.1   736
0.908623398   0.094631694   387   0.487077535   0.1   819
0.06950962   0.92795209   420   0.613817097   0.1   839
0.912370388   0.085621325   481   0.487077535   0.1   846
0.90077696   0.094248222   193   0.487077535   0.1   719
0.908921457   0.09445952   607   0.487077535   0.1   816
0.063464298   0.934038708   420   0.487077535   0.1   775
0.929475876   0.075005228   265   0.487077535   0.1   724
0.908180495   0.088303262   839   0.487077535   0.1   889
0.051984   0.94581641   276   0.635685885   0.1   728
0.074180498   0.925794015   276   0.687872763   0.1   732
0.08920808   0.909986051   536   0.487077535   0.1   802
0.911595271   0.087774763   303   0.487077535   0.1   727
0.919276923   0.083610071   291   0.487077535   0.1   725
0.079297726   0.921290606   708   0.487077535   0.1   857
0.950217501   0.049441852   743   0.487077535   0.1   851
0.908526181   0.092436541   677   0.487077535   0.1   841
0.908545693   0.097347776   291   0.487077535   0.1   763
0.064526875   0.935061646   496   0.49304175   0.1   852
0.090837984   0.912948071   394   0.487077535   0.1   789
0.907211554   0.090135457   953   0.487077535   0.1   912
0.93770582   0.061523379   335   0.50944334   0.1   740
0.919751343   0.082019291   417   0.487077535   0.1   762
0.048450687   0.95133849   276   0.487077535   0.1   719
0.927563314   0.068493598   607   0.487077535   0.1   827
0.913522192   0.086916532   303   0.487077535   0.1   725
0.920753423   0.078833445   249   0.487077535   0.1   721
0.911969965   0.083319077   273   0.487077535   0.1   735
0.02361007   0.976001076   254   0.73359841   0.1   711
0.92932522   0.072973838   331   0.487077535   0.1   741
0.042538303   0.959763451   276   0.532306163   0.1   725
0.072618821   0.926417703   254   0.489065606   0.1   711
0.93017768   0.07144937   467   0.487077535   0.1   781
0.097205263   0.902641667   742   0.487077535   0.1   851
0.079125768   0.919028321   514   0.487574553   0.1   797
0.913201874   0.084834793   619   0.487077535   0.1   838
0.085696133   0.915855596   276   0.494035785   0.1   719
0.941018929   0.058099879   627   0.487077535   0.1   836
0.908476848   0.094881198   369   0.487077535   0.1   744
0.08079389   0.925420889   750   0.499502982   0.1   864
0.915605405   0.085178204   795   0.487077535   0.1   875
0.927462726   0.071863671   373   0.487077535   0.1   745
0.075009731   0.9270274   420   0.526341948   0.1   792
0.905869391   0.092098351   569   0.487077535   0.1   808
0.967354602   0.034825844   331   0.487077535   0.1   736
0.955006783   0.045063552   689   0.487077535   0.1   840
0.90920423   0.091139444   743   0.487077535   0.1   850
0.906781999   0.092224078   335   0.502485089   0.1   746
0.093673639   0.906814991   420   0.487077535   0.1   764
0.079128871   0.925410761   254   0.869284294   0.1   746
0.909947354   0.089012348   669   0.487077535   0.1   847
0.05544754   0.944308838   654   0.487077535   0.1   824
0.082563321   0.917144677   254   0.827037773   0.1   719
0.078813513   0.9175504   520   0.487574553   0.1   792
0.901186775   0.094570869   325   0.487077535   0.1   732
0.908476325   0.090724356   339   0.487077535   0.1   750
0.914268728   0.083291383   655   0.487077535   0.1   855
0.911213346   0.089146523   387   0.487077535   0.1   764
0.934738092   0.064535646   331   0.487077535   0.1   737
0.919426534   0.08135671   283   0.487077535   0.1   722
0.900063   0.098106113   619   0.487077535   0.1   827
0.91760296   0.082640456   331   0.487077535   0.1   744
0.902690617   0.098556408   283   0.487077535   0.1   725
0.911160853   0.088838363   339   0.487077535   0.1   765
0.901809351   0.098956068   269   0.487077535   0.1   714
0.902855344   0.096867963   303   0.487077535   0.1   735
0.072796451   0.928515602   290   0.487077535   0.1   728
0.079189827   0.920370208   514   0.487077535   0.1   785
0.901974383   0.098668923   651   0.487077535   0.1   844
0.094007926   0.907406288   342   0.487077535   0.1   765
0.032213577   0.966972257   420   0.493538767   0.1   762
0.914822158   0.08723814   335   0.487077535   0.1   742
0.915522558   0.081207672   655   0.487077535   0.1   830
0.901566079   0.094417875   331   0.490059642   0.1   747
0.907816372   0.094147292   757   0.487077535   0.1   870
0.073322788   0.9241578   322   0.487077535   0.1   757
0.08033337   0.921266158   626   0.487077535   0.1   821
0.909045084   0.089717698   453   0.487077535   0.1   774
0.971469569   0.028431256   675   0.487077535   0.1   841
0.048519335   0.950353836   524   0.487077535   0.1   795
0.070420698   0.930137971   420   0.574552684   0.1   811
0.079657444   0.918234291   402   0.493538767   0.1   844
0.922163991   0.073352015   233   0.58499006   0.1   720
0.922287423   0.081170484   637   0.487077535   0.1   837
78519
0.003201299   0.996854494   926   0.531809145   0.01   914
0.990523638   0.009515195   733   0.487077535   0.01   874
0.006583561   0.993538682   420   0.719681909   0.01   766
0.003898516   0.996224547   930   0.501988072   0.01   909
0.990160622   0.009906422   417   0.625248509   0.01   779
0.995815339   0.004034719   607   0.487574553   0.01   820
0.994541309   0.005320455   935   0.489065606   0.01   943
0.990653862   0.009274768   927   0.487077535   0.01   910
0.009622431   0.990359781   496   0.497514911   0.01   789
0.996141577   0.003874047   825   0.487077535   0.01   881
0.991158126   0.008727789   825   0.487077535   0.01   887
0.990550604   0.009661975   313   0.487077535   0.01   745
0.998269387   0.001702698   733   0.491550696   0.01   895
0.00719275   0.992744229   524   0.532306163   0.01   818
0.007892627   0.992130844   944   0.538270378   0.01   958
0.992434735   0.007690597   429   0.691848907   0.01   767
0.007956452   0.992025414   528   0.5472167   0.01   799
0.996777594   0.003246138   927   0.487077535   0.01   926
0.007978646   0.991798215   528   0.711729622   0.01   852
0.990329165   0.009528363   453   0.487574553   0.01   840
0.990500305   0.009585676   825   0.487077535   0.01   887
0.009525781   0.990816034   2008   0.487077535   0.01   1220
0.00509626   0.994692679   420   0.855367793   0.01   798
0.009629043   0.990161698   528   0.513916501   0.01   788
0.00169608   0.998294582   420   0.877733598   0.01   763
0.994163089   0.005911322   543   0.490059642   0.01   800
0.992720582   0.007417125   655   0.561133201   0.01   833
0.992184008   0.008002502   783   0.499005964   0.01   872
0.996369204   0.003564631   655   0.49055666   0.01   827
0.006880053   0.993079656   420   0.587972167   0.01   774
0.004933349   0.995154636   998   0.497514911   0.01   929
0.993138609   0.006853029   733   0.499502982   0.01   845
0.990057681   0.009891843   743   0.509940358   0.01   863
0.00444927   0.995553662   708   0.602882704   0.01   847
0.990677816   0.009270798   1463   0.602882704   0.01   1075
0.994536938   0.005399457   487   0.487077535   0.01   777
0.992308449   0.007750139   949   0.487077535   0.01   926
0.992043392   0.008142537   607   0.487077535   0.01   813
0.995035883   0.004675228   825   0.487077535   0.01   894
0.006276075   0.993765756   420   0.574055666   0.01   766
0.008254957   0.991614353   676   0.585487078   0.01   830
0.007806494   0.992211282   838   0.489562624   0.01   897
0.99088997   0.009245669   521   0.597912525   0.01   789
0.991030086   0.009091853   487   0.49055666   0.01   782
0.007627216   0.992160472   496   0.752982107   0.01   792
0.005368742   0.994666345   708   0.701789264   0.01   841
0.992323968   0.008042675   413   0.526341948   0.01   764
0.995047955   0.0049969   733   0.487077535   0.01   854
0.994186185   0.005875203   743   0.491053678   0.01   860
0.992817711   0.007159374   927   0.546222664   0.01   903
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0.990936905   0.009245819   647   0.566600398   0.01   837
0.004117811   0.99582039   926   0.695328032   0.01   933
0.004455386   0.995508788   644   0.604870775   0.01   834
0.991501615   0.008501645   689   0.49055666   0.01   845
0.993628976   0.006326126   733   0.487077535   0.01   852
0.00921364   0.990804519   772   0.776838966   0.01   861
0.005238561   0.99463298   496   0.852882704   0.01   784
0.006754177   0.993095845   1208   0.487077535   0.01   990
0.998717746   0.001271384   821   0.487077535   0.01   904
0.992686276   0.007177712   825   0.487077535   0.01   909
0.002695625   0.997356596   842   0.560139165   0.01   919
0.009735984   0.990355246   532   0.730119284   0.01   828
0.994279668   0.005646268   747   0.689860835   0.01   871
0.991282033   0.009059355   417   0.516898608   0.01   771
0.002839509   0.997206095   420   0.597912525   0.01   774
0.009654825   0.990240625   1018   0.897614314   0.01   954
0.004217898   0.995892921   420   0.846918489   0.01   797
0.990423734   0.009633014   1125   0.488568588   0.01   982
0.001751242   0.99819975   420   0.821570577   0.01   788
0.992263723   0.007656071   935   0.487077535   0.01   930
0.992112385   0.007994245   487   0.488071571   0.01   822
0.991004824   0.009062239   783   0.487077535   0.01   888
0.993983733   0.005938177   1015   0.488071571   0.01   938
0.008047008   0.992014774   886   0.507455268   0.01   923
0.995258744   0.004793777   655   0.511431412   0.01   834
0.995544817   0.00443916   825   0.487077535   0.01   900
0.99499645   0.005292772   453   0.489562624   0.01   772
0.994613994   0.005401848   689   0.487077535   0.01   891
0.991601628   0.008257278   453   0.504473161   0.01   785
0.990713856   0.009344664   419   0.566600398   0.01   784
0.993699017   0.006097255   331   0.487077535   0.01   764
0.006855145   0.993281094   998   0.487077535   0.01   945
0.990596767   0.009375544   777   0.61332008   0.01   876
0.99431349   0.005776523   1119   0.487077535   0.01   1008
0.00876883   0.991048108   684   0.628727634   0.01   865
0.993809805   0.006131658   835   0.595427435   0.01   911
0.992581474   0.007320914   487   0.487077535   0.01   823
0.009151199   0.990870652   504   0.842942346   0.01   833
0.004319966   0.995483594   290   0.612326044   0.01   726
0.993490483   0.006437905   1463   0.514413519   0.01   1098
0.007248081   0.992921397   772   0.487574553   0.01   868
0.009830764   0.990178223   456   0.754473161   0.01   783
0.007619795   0.991949636   420   0.524353877   0.01   778
0.994972328   0.005028381   1111   0.487077535   0.01   970
0.005545273   0.99455508   606   0.960238569   0.01   829
0.991246196   0.008863574   825   0.487077535   0.01   873
0.993863018   0.006050425   637   0.487077535   0.01   839
0.991080644   0.0089508   825   0.487077535   0.01   883
85023
2.69E-04   0.999729789   1140   0.811630219   0.001   974
1.24E-04   0.999880449   1140   0.959244533   0.001   975
4.98E-04   0.999511266   872   0.90805169   0.001   896
9.70E-04   0.999007606   708   0.97415507   0.001   850
0.99914927   8.44E-04   1111   0.488071571   0.001   960
0.999825556   1.74E-04   949   0.509940358   0.001   922
7.23E-04   0.99927703   1502   0.521868787   0.001   1076
0.999241099   7.66E-04   935   0.612326044   0.001   917
0.999108326   9.12E-04   655   0.487077535   0.001   827
0.999015657   9.94E-04   1883   0.489562624   0.001   1201
0.99937474   6.23E-04   821   0.487077535   0.001   881
7.40E-04   0.999245623   1140   0.715705765   0.001   975
0.999116534   8.98E-04   1917   0.623757455   0.001   1200
9.38E-04   0.999074393   1122   0.952286282   0.001   973
9.79E-04   0.999043512   4044   0.826540755   0.001   1824
5.46E-04   0.99944655   528   0.790755467   0.001   796
0.999736111   2.65E-04   935   0.532306163   0.001   922
8.04E-04   0.999173394   1286   0.914015905   0.001   1012
9.71E-05   0.999901131   1908   0.614811133   0.001   1204
0.999211617   7.86E-04   949   0.559642147   0.001   915
0.9993402   6.34E-04   949   0.550198807   0.001   924
0.999062687   9.49E-04   675   0.661033797   0.001   839
0.999507557   4.82E-04   1125   0.487574553   0.001   972
0.999297759   7.15E-04   949   0.503479125   0.001   930
0.999049386   9.57E-04   821   0.487077535   0.001   882
0.9992983   6.97E-04   949   0.520377734   0.001   918
9.85E-04   0.999036151   568   0.896620278   0.001   807
7.38E-04   0.999254659   930   0.890656064   0.001   911
0.999571113   4.26E-04   669   0.547713718   0.001   854
4.25E-04   0.999573081   2022   0.909045726   0.001   1233
0.999214782   8.08E-04   1249   0.487077535   0.001   1019
3.02E-04   0.999697029   930   0.789264414   0.001   915
9.53E-04   0.999109574   1710   0.893638171   0.001   1136
0.999286235   7.04E-04   655   0.802186879   0.001   830
6.24E-04   0.999385237   838   0.795725646   0.001   882
6.38E-04   0.999338893   838   0.731610338   0.001   905
0.999115332   8.86E-04   1119   0.523359841   0.001   976
0.999384858   6.20E-04   949   0.487574553   0.001   939
8.57E-04   0.99914883   1252   0.734095427   0.001   999
0.999399647   6.36E-04   655   0.49304175   0.001   846
0.999723528   2.92E-04   453   0.526341948   0.001   776
0.999208382   7.97E-04   935   0.689860835   0.001   916
7.29E-04   0.99926752   1664   0.959244533   0.001   1126
8.94E-04   0.999097431   1140   0.507952286   0.001   982
0.999571428   4.49E-04   655   0.549204771   0.001   832
0.999546312   4.57E-04   821   0.495526839   0.001   906
0.999011495   9.88E-04   655   0.487077535   0.001   836
7.44E-04   0.999248803   684   0.80666004   0.001   835
0.999241899   7.54E-04   821   0.487077535   0.001   888
4.41E-04   0.999557943   1710   0.880218688   0.001   1164
6.44E-04   0.999359422   746   0.64612326   0.001   879
0.999084584   9.02E-04   2411   0.487077535   0.001   1361
0.999161359   8.13E-04   1603   0.568091451   0.001   1158
0.999288527   7.18E-04   5553   0.596421471   0.001   2262
0.999245535   7.51E-04   655   0.520874751   0.001   920
0.99933655   6.69E-04   949   0.554671968   0.001   919
0.999672707   3.32E-04   949   0.489562624   0.001   930
0.999124827   8.40E-04   949   0.759940358   0.001   948
0.999418579   5.86E-04   655   0.513916501   0.001   861
0.999556887   4.42E-04   867   0.506461233   0.001   917
0.999461594   5.39E-04   655   0.49055666   0.001   825
0.999055534   9.19E-04   655   0.61332008   0.001   842
7.98E-04   0.999212315   838   0.814612326   0.001   876
0.99928122   7.24E-04   2179   0.631709742   0.001   1296
6.24E-04   0.999366518   872   0.885685885   0.001   901
0.999041541   9.36E-04   1331   0.50944334   0.001   1038
0.999592587   4.05E-04   949   0.529821074   0.001   966
9.64E-04   0.999060263   420   0.845427435   0.001   771
0.999376163   6.29E-04   1039   0.487077535   0.001   941
4.75E-04   0.999526965   970   0.800198807   0.001   929
0.999289921   7.23E-04   655   0.546719682   0.001   836
0.999078115   9.32E-04   1155   0.496023857   0.001   971
9.41E-04   0.999032004   746   0.687872763   0.001   856
0.999452144   5.54E-04   949   0.487077535   0.001   940
0.999354757   6.72E-04   1331   0.503479125   0.001   1122
0.999741655   2.59E-04   959   0.531312127   0.001   934
6.80E-04   0.999319183   1038   0.583499006   0.001   959
0.999512375   4.72E-04   949   0.490059642   0.001   943
8.02E-04   0.99919127   930   0.904075547   0.001   957
5.22E-04   0.999461513   838   0.677932406   0.001   884
0.999517472   4.84E-04   675   0.527335984   0.001   904
8.53E-04   0.999134302   930   0.749502982   0.001   921
8.59E-04   0.999162432   2186   0.963717694   0.001   1356
6.11E-04   0.999394379   842   0.946819085   0.001   891
0.99985919   1.41E-04   953   0.487574553   0.001   961
0.999776399   2.20E-04   949   0.487077535   0.001   921
7.32E-04   0.999285833   1292   0.81610338   0.001   1036
0.999380826   6.17E-04   949   0.674950298   0.001   914
0.999148771   8.52E-04   867   0.488071571   0.001   906
9.64E-04   0.999022274   1252   0.949304175   0.001   1006
0.999744346   2.54E-04   949   0.579025845   0.001   945
6.69E-04   0.999350166   930   0.862823062   0.001   910
0.999376878   6.34E-04   783   0.540755467   0.001   873
0.999226538   7.80E-04   655   0.489562624   0.001   830
9.70E-04   0.999034398   838   0.662027833   0.001   884
0.999561198   4.28E-04   949   0.549701789   0.001   922
0.999104669   9.35E-04   1791   0.487077535   0.001   1173
9.08E-04   0.999079306   956   0.915506958   0.001   920
0.999317459   6.87E-04   655   0.535785288   0.001   831
96326
0.999906726   9.49E-05   2191   0.501988072   1.00E-04   1289
3.94E-05   0.999959358   1594   0.911530815   1.00E-04   1108
9.52E-05   0.999902982   1140   0.964214712   1.00E-04   974
0.99994951   5.25E-05   2075   0.489562624   1.00E-04   1243
0.999915414   8.11E-05   2635   0.553677932   1.00E-04   1411
0.999940891   5.69E-05   2191   0.567594433   1.00E-04   1312
0.999956847   4.49E-05   2699   0.487077535   1.00E-04   1460
0.999940744   5.86E-05   2213   0.951789264   1.00E-04   1307
0.999932581   6.54E-05   2787   0.729125249   1.00E-04   1470
9.41E-05   0.999907918   2046   0.783797217   1.00E-04   1241
2.10E-05   0.999979252   1140   0.902087475   1.00E-04   981
8.51E-05   0.999913132   1140   0.897614314   1.00E-04   993
8.09E-05   0.999918531   1786   0.959741551   1.00E-04   1172
5.81E-05   0.999942068   7672   0.970178926   1.00E-04   2919
2.48E-05   0.999975436   1908   0.953777336   1.00E-04   1190
8.13E-05   0.999919827   2498   0.973658052   1.00E-04   1377
0.999952554   4.42E-05   1517   0.495029821   1.00E-04   1088
4.43E-05   0.999955118   3522   0.965208748   1.00E-04   1689
9.32E-05   0.999900438   2666   0.904075547   1.00E-04   1429
0.999903139   9.85E-05   4485   0.595427435   1.00E-04   1952
0.999926745   7.31E-05   1517   0.553180915   1.00E-04   1089
0.999902528   9.69E-05   2305   0.891153082   1.00E-04   1327
0.999904959   9.28E-05   2263   0.703777336   1.00E-04   1323
0.999904928   8.99E-05   3503   0.511928429   1.00E-04   1669
0.999911146   9.11E-05   2651   0.493538767   1.00E-04   1423
8.18E-05   0.999920238   4092   0.942842942   1.00E-04   1915
0.999954386   4.55E-05   2733   0.492544732   1.00E-04   1493
6.61E-05   0.99993314   1908   0.833001988   1.00E-04   1210
7.01E-05   0.999927173   2046   0.971172962   1.00E-04   1312
0.99991726   7.90E-05   2547   0.519880716   1.00E-04   1401
7.18E-05   0.99992522   2046   0.692345924   1.00E-04   1246
0.999916387   9.02E-05   4299   0.507952286   1.00E-04   1925
0.999928877   7.17E-05   3379   0.579025845   1.00E-04   1638
0.999919922   7.46E-05   1739   0.488568588   1.00E-04   1141
0.999963099   3.72E-05   1529   0.66749503   1.00E-04   1090
0.99991374   8.70E-05   2513   0.497514911   1.00E-04   1371
3.50E-05   0.999965646   3264   0.963717694   1.00E-04   1626
0.999915485   8.23E-05   2983   0.524353877   1.00E-04   1547
9.40E-05   0.999904874   970   0.974652087   1.00E-04   975
0.999929513   7.04E-05   2263   0.500497018   1.00E-04   1326
8.19E-05   0.999914645   1292   0.838966203   1.00E-04   1037
4.74E-05   0.99995313   970   0.913518887   1.00E-04   939
0.99992546   7.54E-05   2191   0.535785288   1.00E-04   1317
0.999918918   7.89E-05   2337   0.736083499   1.00E-04   1369
0.999933551   6.79E-05   7707   0.877236581   1.00E-04   2923
8.19E-05   0.999918733   2692   0.961729622   1.00E-04   1486
0.999948942   5.40E-05   949   0.684890656   1.00E-04   933
8.34E-05   0.999918485   970   0.910039761   1.00E-04   966
8.11E-05   0.999916826   2416   0.959741551   1.00E-04   1358
5.16E-05   0.9999506   4092   0.897614314   1.00E-04   1881
0.999952213   4.69E-05   3833   0.672962227   1.00E-04   1781
7.62E-05   0.999924728   1594   0.71471173   1.00E-04   1137
5.13E-05   0.999947622   3778   0.916998012   1.00E-04   1753
0.9999481   5.10E-05   2699   0.619284294   1.00E-04   1435
0.999966063   3.30E-05   1517   0.533300199   1.00E-04   1097
0.999907017   9.00E-05   2787   0.874751491   1.00E-04   1458
0.999928639   7.07E-05   2263   0.527335984   1.00E-04   1290
0.999907844   9.28E-05   1517   0.527833002   1.00E-04   1094
5.31E-05   0.999946834   970   0.947316103   1.00E-04   922
6.65E-05   0.999931128   2046   0.863817097   1.00E-04   1242
0.999913489   8.89E-05   1517   0.597912525   1.00E-04   1092
0.999922016   7.94E-05   2263   0.512922465   1.00E-04   1327
0.999951497   4.99E-05   1811   0.569085487   1.00E-04   1173
0.99992487   7.96E-05   1517   0.489065606   1.00E-04   1119
0.999951604   4.83E-05   2263   0.510934394   1.00E-04   1380
7.88E-05   0.99992293   2964   0.605864811   1.00E-04   1543
0.999935957   6.61E-05   2699   0.576043738   1.00E-04   1423
9.48E-05   0.999901147   4268   0.883697813   1.00E-04   1890
7.54E-05   0.999925423   1140   0.968687873   1.00E-04   1014
0.999947054   5.47E-05   2699   0.577534791   1.00E-04   1486
0.999913696   8.62E-05   4905   0.749502982   1.00E-04   2217
8.65E-05   0.999913552   1292   0.758449304   1.00E-04   1063
8.97E-05   0.999911118   1140   0.89612326   1.00E-04   1104
3.65E-05   0.999963842   970   0.931908549   1.00E-04   999
7.61E-05   0.99992367   4092   0.608846918   1.00E-04   1913
9.82E-05   0.999902243   1516   0.946819085   1.00E-04   1162
9.25E-05   0.999909547   970   0.939363817   1.00E-04   992
0.999966399   3.34E-05   2767   0.755964215   1.00E-04   1488
7.88E-05   0.999921696   970   0.938866799   1.00E-04   977
5.21E-05   0.999947835   1908   0.944333996   1.00E-04   1274
5.19E-05   0.999948519   3264   0.854373757   1.00E-04   1697
9.95E-05   0.999900471   1080   0.719184891   1.00E-04   985
0.999907722   9.29E-05   2191   0.49055666   1.00E-04   1323
0.999932586   6.68E-05   2651   0.509940358   1.00E-04   1492
0.999927515   7.61E-05   4207   0.757455268   1.00E-04   1953
7.49E-05   0.999924844   1908   0.959244533   1.00E-04   1232
0.999969915   3.09E-05   2191   0.628230616   1.00E-04   1339
3.00E-05   0.999970093   1140   0.965705765   1.00E-04   1032
0.999913661   8.70E-05   4093   0.867793241   1.00E-04   1967
0.999960652   4.10E-05   2879   0.53528827   1.00E-04   1580
0.999901605   9.64E-05   5061   0.630218688   1.00E-04   2258
8.15E-05   0.99992126   970   0.97166998   1.00E-04   970
0.999951629   5.10E-05   2075   0.492544732   1.00E-04   1357
4.50E-05   0.99995415   970   0.893638171   1.00E-04   962
0.999915874   8.40E-05   2191   0.55666004   1.00E-04   1333
0.99992107   7.94E-05   10185   0.488568588   1.00E-04   3800
0.999902018   9.86E-05   7707   0.654075547   1.00E-04   3047
0.999936027   6.47E-05   1517   0.490059642   1.00E-04   1135
5.64E-05   0.999943414   1140   0.969681909   1.00E-04   1010
140178
0.999919275   8.27E-05   655   0.783300199   9.00E-05   891
2.30E-05   0.999977647   1908   0.953777336   9.00E-05   1249
7.86E-05   0.999920845   3830   0.861829026   9.00E-05   1832
6.79E-05   0.999931234   3074   0.800198807   9.00E-05   1587
0.99991324   8.76E-05   4271   0.610337972   9.00E-05   1975
0.99991775   7.96E-05   2699   0.499502982   9.00E-05   1530
6.87E-05   0.999930279   1140   0.946322068   9.00E-05   1037
0.999928311   7.40E-05   2767   0.801689861   9.00E-05   1481
3.89E-05   0.999962473   2692   0.956262425   9.00E-05   1512
0.999913792   8.89E-05   11151   0.87972167   9.00E-05   4105
8.09E-05   0.999919962   2728   0.807157058   9.00E-05   1505
3.07E-05   0.999969339   3664   0.943836978   9.00E-05   1813
0.999926247   7.26E-05   2075   0.488071571   9.00E-05   1251
7.17E-05   0.999929025   3522   0.929423459   9.00E-05   1751
3.80E-05   0.999963069   3264   0.962723658   9.00E-05   1674
0.999930316   6.92E-05   2879   0.627236581   9.00E-05   1561
0.99993192   6.93E-05   4271   0.491550696   9.00E-05   1997
0.999924114   7.54E-05   2787   0.828528827   9.00E-05   1533
5.47E-05   0.99994621   5114   0.942345924   9.00E-05   2214
0.999942111   5.84E-05   2699   0.652087475   9.00E-05   1496
8.37E-05   0.999915804   4092   0.957753479   9.00E-05   1927
0.999944561   5.69E-05   1517   0.540258449   9.00E-05   1145
6.83E-05   0.999932604   3664   0.788767396   9.00E-05   1805
0.999934593   6.51E-05   2699   0.623757455   9.00E-05   1521
0.99991464   8.52E-05   2263   0.745029821   9.00E-05   1362
0.999928208   7.69E-05   2191   0.487077535   9.00E-05   1378
2.86E-05   0.999971252   1140   0.965208748   9.00E-05   1035
0.99993622   6.25E-05   2767   0.763916501   9.00E-05   1519
3.78E-05   0.99996369   1292   0.800695825   9.00E-05   1068
6.48E-05   0.999934083   1140   0.950298211   9.00E-05   1008
0.999931648   6.93E-05   2225   0.543737575   9.00E-05   1366
7.29E-05   0.999925928   3766   0.982107356   9.00E-05   1814
0.999940799   5.75E-05   1517   0.72166998   9.00E-05   1152
7.99E-05   0.99992271   3526   0.827037773   9.00E-05   1712
0.999973862   2.56E-05   5979   0.496520875   9.00E-05   2469
0.999933054   6.98E-05   4893   0.487574553   9.00E-05   2212
0.999933189   6.57E-05   1155   0.703777336   9.00E-05   1023
4.55E-05   0.999953712   1908   0.972166998   9.00E-05   1221
5.12E-05   0.999949217   3264   0.979622266   9.00E-05   1710
0.999942311   5.85E-05   2699   0.601888668   9.00E-05   1493
0.999968321   3.28E-05   2699   0.500994036   9.00E-05   1525
0.999918659   8.15E-05   1179   0.49055666   9.00E-05   1023
0.999919694   8.09E-05   2651   0.71222664   9.00E-05   1462
0.999911426   8.71E-05   2879   0.511928429   9.00E-05   1611
6.88E-05   0.999930842   3074   0.973658052   9.00E-05   1593
6.25E-05   0.999938742   3668   0.941351889   9.00E-05   1801
6.25E-05   0.999935069   2186   0.944831014   9.00E-05   1335
0.999961121   3.71E-05   2191   0.564612326   9.00E-05   1327
4.21E-05   0.999958287   1140   0.898111332   9.00E-05   1026
0.999945147   5.59E-05   1517   0.497017893   9.00E-05   1122
8.09E-05   0.999923306   970   0.969184891   9.00E-05   986
0.999946421   5.41E-05   2879   0.632703777   9.00E-05   1574
6.75E-05   0.999929671   1516   0.935884692   9.00E-05   1135
7.12E-05   0.999924192   970   0.791749503   9.00E-05   955
0.999935219   6.74E-05   2513   0.513916501   9.00E-05   1459
4.58E-05   0.999953051   2046   0.860337972   9.00E-05   1298
7.41E-05   0.999925017   2878   0.666998012   9.00E-05   1588
8.16E-05   0.99992087   3074   0.911033797   9.00E-05   1613
0.999937401   6.37E-05   3931   0.587475149   9.00E-05   1816
3.02E-05   0.999970198   970   0.973161034   9.00E-05   990
4.97E-05   0.999949862   1908   0.97166998   9.00E-05   1265
6.92E-05   0.999930773   1140   0.961729622   9.00E-05   994
6.20E-05   0.999936314   1292   0.695328032   9.00E-05   1068
8.69E-05   0.999916417   8328   0.933399602   9.00E-05   3254
0.999913151   8.49E-05   2263   0.748011928   9.00E-05   1351
7.63E-05   0.99992435   1292   0.940854871   9.00E-05   1058
5.28E-05   0.999946632   1516   0.829522863   9.00E-05   1150
0.999937483   6.30E-05   2127   0.487077535   9.00E-05   1360
0.999956243   4.38E-05   1155   0.509940358   9.00E-05   1013
6.43E-05   0.999935766   2046   0.918986083   9.00E-05   1283
0.999931674   6.65E-05   2191   0.549204771   9.00E-05   1357
0.999925993   7.32E-05   2191   0.49055666   9.00E-05   1330
6.55E-05   0.999937007   4076   0.54473161   9.00E-05   1909
6.39E-05   0.999937837   2046   0.75   9.00E-05   1304
7.70E-05   0.999921981   970   0.931411531   9.00E-05   983
0.999980867   1.89E-05   2225   0.489562624   9.00E-05   1385
0.999962894   3.68E-05   949   0.495029821   9.00E-05   972
6.19E-05   0.999935448   8304   0.9527833   9.00E-05   3184
3.40E-05   0.999967705   2046   0.940357853   9.00E-05   1325
0.99991383   8.80E-05   2787   0.757952286   9.00E-05   1571
8.71E-05   0.99991583   3778   0.952286282   9.00E-05   1890
0.999929003   7.33E-05   1517   0.553677932   9.00E-05   1127
0.999950044   4.90E-05   2699   0.574055666   9.00E-05   1508
5.55E-05   0.999943492   4252   0.74304175   9.00E-05   2010
0.999952109   4.84E-05   2733   0.498011928   9.00E-05   1505
6.00E-05   0.99993949   970   0.95526839   9.00E-05   997
0.99997584   2.38E-05   949   0.72166998   9.00E-05   949
7.44E-05   0.999926536   1140   0.94333996   9.00E-05   1075
3.10E-05   0.999968505   970   0.947316103   9.00E-05   936
0.99991584   8.54E-05   1269   0.497017893   9.00E-05   1076
0.999930606   7.13E-05   2187   0.490059642   9.00E-05   1310
5.04E-05   0.999947572   1516   0.898111332   9.00E-05   1127
0.999931119   6.58E-05   1529   0.490059642   9.00E-05   1184
8.92E-05   0.999910943   1292   0.945328032   9.00E-05   1068
0.999911935   8.51E-05   5055   0.493538767   9.00E-05   2241
4.58E-05   0.999955857   5624   0.946322068   9.00E-05   2383
4.15E-05   0.999956629   3264   0.955765408   9.00E-05   1672
0.99991715   8.14E-05   5775   0.504473161   9.00E-05   2440
0.999958422   4.26E-05   2699   0.557654076   9.00E-05   1482
148269
0.999974548   2.64E-05   2847   0.740059642   8.00E-05   1574
0.999937717   6.27E-05   2411   0.501988072   8.00E-05   1381
4.50E-05   0.999954199   1140   0.909045726   8.00E-05   1071
0.999935949   6.15E-05   2513   0.507455268   8.00E-05   1375
0.9999224   7.84E-05   2787   0.947813121   8.00E-05   1498
0.999928976   6.99E-05   2787   0.872266402   8.00E-05   1534
2.92E-05   0.999970194   3668   0.944831014   8.00E-05   1856
0.999962483   3.83E-05   2513   0.487574553   8.00E-05   1425
5.96E-05   0.999941176   3664   0.65805169   8.00E-05   1792
0.999972305   2.82E-05   2225   0.487077535   8.00E-05   1370
4.69E-05   0.999953421   3668   0.94582505   8.00E-05   1817
0.999940514   5.99E-05   2191   0.491053678   8.00E-05   1326
7.26E-05   0.9999253   1736   0.789761431   8.00E-05   1336
0.99993704   6.16E-05   2787   0.766898608   8.00E-05   1853
4.45E-05   0.999956654   1292   0.890656064   8.00E-05   1254
3.36E-05   0.999966645   3074   0.946322068   8.00E-05   1637
5.62E-05   0.99994306   4914   0.856361829   8.00E-05   2162
0.999933907   6.64E-05   6099   0.76640159   8.00E-05   2543
0.999946734   5.42E-05   3503   0.487574553   8.00E-05   1762
6.65E-05   0.99993043   7596   0.960735586   8.00E-05   3002
0.999925474   7.43E-05   2225   0.502982107   8.00E-05   1367
7.18E-05   0.999927972   1140   0.831013917   8.00E-05   1027
0.999927784   7.34E-05   2787   0.891153082   8.00E-05   1499
4.13E-05   0.999957642   1292   0.971172962   8.00E-05   1078
0.999925441   7.39E-05   2513   0.511928429   8.00E-05   1395
0.999922243   7.81E-05   1961   0.585984095   8.00E-05   1335
0.999923242   7.54E-05   2767   0.842445328   8.00E-05   1506
0.999956225   4.42E-05   2787   0.491053678   8.00E-05   1498
7.47E-05   0.999925497   886   0.980616302   8.00E-05   956
6.02E-05   0.999942599   4268   0.947316103   8.00E-05   1930
0.999937576   6.23E-05   2997   0.487077535   8.00E-05   1563
0.999937821   6.20E-05   2699   0.522862823   8.00E-05   1439
5.69E-05   0.999944201   3668   0.949304175   8.00E-05   1777
0.999983442   1.61E-05   2699   0.614314115   8.00E-05   1482
6.44E-05   0.999935767   4778   0.885188867   8.00E-05   2141
7.30E-05   0.999924434   1908   0.976640159   8.00E-05   1268
4.32E-05   0.999954077   4424   0.940854871   8.00E-05   2060
6.39E-05   0.999934898   1292   0.942842942   8.00E-05   1059
0.999941913   5.73E-05   1529   0.495526839   8.00E-05   1113
0.999961886   3.82E-05   5827   0.555168986   8.00E-05   2398
0.999957376   4.25E-05   2225   0.614811133   8.00E-05   1387
5.93E-05   0.999939783   1908   0.873260437   8.00E-05   1315
0.999924188   7.64E-05   1913   0.880715706   8.00E-05   1251
4.88E-05   0.999951889   1140   0.840954274   8.00E-05   1043
0.999937503   6.28E-05   2787   0.71222664   8.00E-05   1533
0.999939446   6.07E-05   2075   0.493538767   8.00E-05   1306
0.999965475   3.51E-05   5827   0.492544732   8.00E-05   2450
4.98E-05   0.99994858   5074   0.93638171   8.00E-05   2243
0.999939539   6.24E-05   2263   0.555168986   8.00E-05   1389
9.54E-06   0.999990587   4092   0.968687873   8.00E-05   1975
0.999938854   6.00E-05   1517   0.55417495   8.00E-05   1147
0.999929438   7.37E-05   1911   0.526838966   8.00E-05   1239
7.30E-05   0.999925507   970   0.915506958   8.00E-05   1000
7.42E-05   0.999926268   4104   0.957753479   8.00E-05   1890
0.999943689   5.70E-05   2733   0.570576541   8.00E-05   1491
5.01E-05   0.999947845   1908   0.972664016   8.00E-05   1232
6.69E-05   0.99993197   2878   0.943836978   8.00E-05   1570
6.29E-05   0.999936342   3074   0.976143141   8.00E-05   1593
0.999951536   4.73E-05   2879   0.611332008   8.00E-05   1487
0.999954298   4.53E-05   2225   0.536779324   8.00E-05   1343
4.25E-05   0.99995773   4830   0.863817097   8.00E-05   2166
5.12E-05   0.999949174   3526   0.947316103   8.00E-05   1757
0.999955864   4.33E-05   2191   0.578528827   8.00E-05   1386
7.00E-05   0.999931563   3766   0.957753479   8.00E-05   1800
4.40E-05   0.999955826   1140   0.834493042   8.00E-05   1019
6.76E-05   0.99992641   5800   0.87027833   8.00E-05   2464
5.69E-05   0.999942974   970   0.957753479   8.00E-05   1013
0.999922375   7.78E-05   2997   0.544234592   8.00E-05   1579
0.99992571   7.15E-05   7543   0.507952286   8.00E-05   2966
4.94E-05   0.999951895   1908   0.955765408   8.00E-05   1313
7.64E-05   0.999922012   4092   0.964214712   8.00E-05   1937
0.999927332   7.36E-05   2761   0.496520875   8.00E-05   1497
5.04E-05   0.999949386   1908   0.968190855   8.00E-05   1250
0.999940595   5.97E-05   1791   0.688866799   8.00E-05   1240
0.999942968   5.52E-05   2191   0.561133201   8.00E-05   1416
0.999939924   5.84E-05   2787   0.902087475   8.00E-05   1518
0.999938713   6.09E-05   1517   0.503479125   8.00E-05   1154
0.999941237   5.64E-05   2191   0.619781312   8.00E-05   1339
0.999958923   4.13E-05   5827   0.492544732   8.00E-05   2391
3.48E-05   0.999967096   1516   0.966699801   8.00E-05   1168
0.999923093   7.52E-05   2997   0.488071571   8.00E-05   1614
0.999950166   5.00E-05   2263   0.494035785   8.00E-05   1359
0.999960625   3.96E-05   2787   0.713220676   8.00E-05   1515
0.999961259   4.14E-05   2127   0.507455268   8.00E-05   1312
5.90E-05   0.999942131   3664   0.899105368   8.00E-05   1789
4.49E-05   0.999954806   970   0.951292247   8.00E-05   951
7.42E-05   0.999928235   5216   0.645129225   8.00E-05   2288
6.07E-05   0.999943007   1140   0.947813121   8.00E-05   1054
7.63E-05   0.999922928   1140   0.966202783   8.00E-05   986
0.999930783   6.95E-05   2699   0.505964215   8.00E-05   1488
6.00E-05   0.999944303   4092   0.911033797   8.00E-05   1985
3.81E-05   0.999961346   2516   0.842942346   8.00E-05   1426
0.999944843   5.71E-05   5519   0.612326044   8.00E-05   2342
0.999952429   4.83E-05   2733   0.626242545   8.00E-05   1477
0.99995304   4.66E-05   5827   0.510934394   8.00E-05   2438
0.999963222   3.68E-05   2847   0.863817097   8.00E-05   1545
6.62E-06   0.999993283   1140   0.692842942   8.00E-05   1031
6.11E-05   0.999939888   1292   0.901590457   8.00E-05   1085
0.999981591   1.75E-05   5827   0.50944334   8.00E-05   2466
155868
6.25E-05   0.999937423   1140   0.945328032   7.00E-05   1059
4.95E-05   0.999951915   1908   0.892147117   7.00E-05   1244
0.999936149   6.31E-05   949   0.694831014   7.00E-05   932
0.999945261   5.61E-05   2699   0.587972167   7.00E-05   1487
4.33E-05   0.999958149   1292   0.965208748   7.00E-05   1088
0.999941078   6.05E-05   2997   0.747514911   7.00E-05   1609
3.96E-05   0.999962268   2046   0.939860835   7.00E-05   1298
1.87E-05   0.999979872   3264   0.960238569   7.00E-05   1679
4.72E-05   0.999953401   3766   0.785785288   7.00E-05   1806
6.45E-05   0.99993258   3074   0.947813121   7.00E-05   1645
5.94E-05   0.999941245   970   0.970178926   7.00E-05   980
3.98E-05   0.999962085   970   0.897117296   7.00E-05   942
2.53E-05   0.999974252   4092   0.901093439   7.00E-05   1880
5.41E-05   0.999945727   970   0.959244533   7.00E-05   977
0.999946093   5.43E-05   2127   0.494532803   7.00E-05   1339
5.94E-05   0.999940761   1252   0.951789264   7.00E-05   1022
0.999951856   4.79E-05   3139   0.497514911   7.00E-05   1589
3.37E-05   0.999967197   3264   0.953777336   7.00E-05   1689
0.999974844   2.45E-05   2997   0.493538767   7.00E-05   1582
0.999955237   4.40E-05   2787   0.513916501   7.00E-05   1549
0.999980049   2.02E-05   2733   0.487077535   7.00E-05   1504
0.999956387   4.29E-05   2699   0.498011928   7.00E-05   1478
0.999932973   6.47E-05   2787   0.826043738   7.00E-05   1513
4.87E-05   0.999950986   1140   0.963717694   7.00E-05   1049
0.999946006   5.32E-05   2187   0.488568588   7.00E-05   1338
5.39E-05   0.999944326   1140   0.748508946   7.00E-05   1037
3.33E-05   0.999967435   2878   0.92693837   7.00E-05   1571
4.25E-05   0.999959151   4092   0.960238569   7.00E-05   1956
1.15E-05   0.99998862   1140   0.97166998   7.00E-05   1025
0.999940253   6.29E-05   2699   0.487077535   7.00E-05   1481
5.84E-05   0.999940599   3838   0.633697813   7.00E-05   1836
0.99997301   2.72E-05   2225   0.487574553   7.00E-05   1383
5.29E-05   0.999947385   3526   0.847415507   7.00E-05   1758
0.999938724   6.35E-05   1517   0.488568588   7.00E-05   1129
4.44E-05   0.999956782   1292   0.931411531   7.00E-05   1125
0.999958118   3.90E-05   2997   0.487077535   7.00E-05   1574
3.89E-05   0.999961534   970   0.974652087   7.00E-05   960
2.32E-05   0.999976837   4092   0.928429423   7.00E-05   1930
4.16E-05   0.999958976   2148   0.629224652   7.00E-05   1336
0.999936385   6.24E-05   4517   0.549204771   7.00E-05   2059
0.99995652   4.39E-05   2761   0.487077535   7.00E-05   1539
0.999939598   6.08E-05   5605   0.577534791   7.00E-05   2382
6.04E-05   0.999939573   1292   0.963717694   7.00E-05   1051
0.999939106   5.99E-05   2879   0.656063618   7.00E-05   1572
3.41E-05   0.999966857   3074   0.928429423   7.00E-05   1575
0.999969126   3.29E-05   2225   0.49304175   7.00E-05   1379
0.999942722   5.60E-05   2699   0.705765408   7.00E-05   1474
3.15E-05   0.999969856   1908   0.960238569   7.00E-05   1285
5.88E-05   0.999941899   2046   0.96471173   7.00E-05   1358
0.999935722   6.94E-05   2787   0.671471173   7.00E-05   1525
0.999941301   6.13E-05   2191   0.73359841   7.00E-05   1330
0.999966837   3.27E-05   2699   0.578031809   7.00E-05   1501
4.76E-05   0.999952829   4104   0.815606362   7.00E-05   1939
0.999949313   5.06E-05   1517   0.58499006   7.00E-05   1139
0.999942328   5.69E-05   3931   0.487077535   7.00E-05   1949
5.78E-05   0.999945815   4092   0.958250497   7.00E-05   1929
0.999954646   4.66E-05   5827   0.583996024   7.00E-05   2517
0.999948952   5.11E-05   2663   0.521868787   7.00E-05   1529
5.88E-05   0.999942526   4092   0.958250497   7.00E-05   1973
4.89E-05   0.999951835   4092   0.923459245   7.00E-05   1975
0.999947751   5.33E-05   5555   0.959244533   7.00E-05   2476
5.44E-05   0.999945734   3778   0.910039761   7.00E-05   1848
6.46E-05   0.999934448   970   0.965208748   7.00E-05   971
0.999954624   4.52E-05   2075   0.488568588   7.00E-05   1359
6.81E-05   0.999932098   1786   0.963220676   7.00E-05   1187
0.999947152   5.51E-05   5569   0.491550696   7.00E-05   2421
0.999942274   5.86E-05   2007   0.487077535   7.00E-05   1321
5.18E-05   0.999948007   3264   0.956262425   7.00E-05   1731
6.28E-05   0.999935202   3526   0.948807157   7.00E-05   1750
0.999939295   6.13E-05   2997   0.497514911   7.00E-05   1590
0.999936409   6.41E-05   2263   0.492544732   7.00E-05   1332
0.999941842   5.77E-05   2263   0.581510934   7.00E-05   1357
2.07E-05   0.999978705   2046   0.900596421   7.00E-05   1292
0.99993948   6.28E-05   5979   0.524353877   7.00E-05   2519
3.09E-05   0.999969848   1898   0.899105368   7.00E-05   1284
0.999983566   1.65E-05   2191   0.605367793   7.00E-05   1371
4.48E-05   0.99995499   4092   0.936878728   7.00E-05   1922
0.999942903   5.70E-05   2623   0.510934394   7.00E-05   1494
3.12E-05   0.999968369   1908   0.95526839   7.00E-05   1254
2.47E-05   0.999975415   4092   0.965705765   7.00E-05   1981
3.71E-05   0.999960429   970   0.965208748   7.00E-05   995
0.999959784   3.85E-05   1739   0.69582505   7.00E-05   1180
0.999943041   5.94E-05   2997   0.693836978   7.00E-05   1574
0.999930604   6.94E-05   1529   0.557157058   7.00E-05   1153
4.99E-05   0.999948207   1908   0.978131213   7.00E-05   1275
5.40E-05   0.999944656   2046   0.947316103   7.00E-05   1350
0.999939724   6.17E-05   1811   0.49055666   7.00E-05   1250
3.41E-05   0.999966188   2046   0.849900596   7.00E-05   1312
4.88E-05   0.999951208   2148   0.726640159   7.00E-05   1353
0.999945148   5.37E-05   2997   0.633200795   7.00E-05   1648
5.32E-05   0.999948648   1140   0.868290258   7.00E-05   1006
4.11E-05   0.999959689   970   0.941351889   7.00E-05   984
0.999966703   3.43E-05   3747   0.685387674   7.00E-05   1844
6.37E-05   0.999936428   3778   0.684890656   7.00E-05   1789
0.999943335   5.81E-05   2075   0.487077535   7.00E-05   1321
4.77E-05   0.999949778   1292   0.926441352   7.00E-05   1063
4.57E-05   0.999953797   2878   0.92445328   7.00E-05   1562
5.53E-05   0.999942247   3264   0.957753479   7.00E-05   1679
5.53E-05   0.999945566   1516   0.893638171   7.00E-05   1138
147296
3.73E-05   0.999962585   7638   0.885685885   6.00E-05   2947
0.999944157   5.65E-05   17051   0.850397614   6.00E-05   5917
0.999955261   4.46E-05   2997   0.487077535   6.00E-05   1568
1.93E-05   0.999981423   3522   0.957753479   6.00E-05   1826
0.999971808   2.74E-05   5827   0.576043738   6.00E-05   2499
2.62E-05   0.999974481   4092   0.869781312   6.00E-05   1920
3.26E-05   0.999965995   2878   0.784294235   6.00E-05   1575
3.15E-05   0.999967401   1140   0.944831014   6.00E-05   1073
5.36E-05   0.999946637   2224   0.488071571   6.00E-05   1372
0.999964737   3.57E-05   2191   0.488568588   6.00E-05   1366
0.999980995   1.82E-05   2787   0.496023857   6.00E-05   1550
2.89E-05   0.999972659   4092   0.959741551   6.00E-05   1918
0.999971806   2.85E-05   2787   0.748508946   6.00E-05   1511
0.999982344   1.77E-05   2787   0.773359841   6.00E-05   1528
4.15E-05   0.99996045   4092   0.917992048   6.00E-05   1918
3.13E-05   0.999968536   3074   0.911530815   6.00E-05   1683
0.999970383   2.88E-05   3105   0.487077535   6.00E-05   1679
0.999945087   5.72E-05   5271   0.534294235   6.00E-05   2276
0.999952394   4.73E-05   2997   0.496520875   6.00E-05   1593
3.89E-05   0.999960462   4092   0.967196819   6.00E-05   1905
5.93E-05   0.999940982   1140   0.956262425   6.00E-05   1027
0.999960335   4.09E-05   5569   0.677932406   6.00E-05   2408
0.999969981   2.95E-05   2787   0.783300199   6.00E-05   1581
2.23E-05   0.999978585   4914   0.773856859   6.00E-05   2192
4.66E-05   0.99995291   1140   0.924950298   6.00E-05   1079
0.999958599   4.02E-05   5827   0.550695825   6.00E-05   2435
3.73E-05   0.999962189   2878   0.910536779   6.00E-05   1599
3.01E-05   0.999969906   2404   0.96222664   6.00E-05   1409
4.98E-05   0.999950953   2046   0.7972167   6.00E-05   1313
0.999952047   4.81E-05   2733   0.741550696   6.00E-05   1566
3.53E-05   0.999964267   5642   0.867793241   6.00E-05   2451
0.999968559   3.18E-05   1529   0.5   6.00E-05   1173
0.999947754   5.38E-05   5271   0.609840954   6.00E-05   2300
0.999952732   4.75E-05   5569   0.85139165   6.00E-05   2398
4.23E-05   0.999956565   2676   0.925944334   6.00E-05   1504
0.99994476   5.72E-05   2749   0.491550696   6.00E-05   1522
2.95E-05   0.999969521   1516   0.839960239   6.00E-05   1139
0.99995953   3.99E-05   7597   0.489065606   6.00E-05   3045
0.999944388   5.67E-05   2547   0.487077535   6.00E-05   1453
0.999960523   3.81E-05   1517   0.504970179   6.00E-05   1121
5.50E-05   0.999942763   6642   0.971172962   6.00E-05   2796
0.999947872   5.32E-05   2263   0.659542744   6.00E-05   1384
0.999941564   5.75E-05   2699   0.559145129   6.00E-05   1483
4.14E-05   0.999960407   3264   0.969681909   6.00E-05   1685
1.73E-05   0.999982171   4092   0.9527833   6.00E-05   1963
5.19E-05   0.999947524   5978   0.609343936   6.00E-05   2565
2.45E-05   0.999975918   4092   0.960238569   6.00E-05   1979
0.999946636   5.43E-05   2847   0.846421471   6.00E-05   1560
4.94E-05   0.999950665   7272   0.957753479   6.00E-05   2974
0.999940561   5.92E-05   3839   0.543240557   6.00E-05   1827
0.999969451   3.09E-05   2191   0.549701789   6.00E-05   1334
3.61E-05   0.999963413   1292   0.91500994   6.00E-05   1047
0.999981451   1.86E-05   2997   0.568588469   6.00E-05   1586
0.999947473   5.28E-05   2967   0.524850895   6.00E-05   1646
0.999953792   4.57E-05   1517   0.741053678   6.00E-05   1157
0.999963366   3.73E-05   4833   0.520874751   6.00E-05   2218
5.44E-05   0.99994419   3264   0.928429423   6.00E-05   1670
0.999972899   2.72E-05   5061   0.612823062   6.00E-05   2219
0.999966404   3.24E-05   2787   0.499005964   6.00E-05   1524
0.999948026   5.29E-05   3503   0.495526839   6.00E-05   1787
0.999965228   3.37E-05   2263   0.489065606   6.00E-05   1390
0.999967309   3.43E-05   2263   0.540755467   6.00E-05   1323
2.98E-05   0.999970453   4086   0.842942346   6.00E-05   1886
0.999965162   3.53E-05   2997   0.49304175   6.00E-05   1619
0.999952199   5.37E-05   5827   0.596421471   6.00E-05   2465
4.82E-05   0.999952416   970   0.961729622   6.00E-05   986
5.79E-05   0.999942742   2046   0.962723658   6.00E-05   1317
0.999957677   4.32E-05   4271   0.521868787   6.00E-05   2023
0.999986879   1.26E-05   1517   0.487574553   6.00E-05   1122
0.999957844   4.19E-05   1517   0.487077535   6.00E-05   1159
2.23E-05   0.999977459   1140   0.94333996   6.00E-05   1015
5.84E-05   0.999943009   3264   0.963220676   6.00E-05   1719
3.05E-05   0.99996831   3452   0.970178926   6.00E-05   1707
0.999955408   4.30E-05   5061   0.650596421   6.00E-05   2215
0.9999698   3.08E-05   2263   0.730119284   6.00E-05   1380
2.66E-05   0.9999726   2046   0.972664016   6.00E-05   1317
2.95E-05   0.999969347   4092   0.893141153   6.00E-05   1914
0.999958271   4.18E-05   2699   0.492047714   6.00E-05   1482
2.81E-05   0.999969655   1140   0.958747515   6.00E-05   1014
3.66E-05   0.999963498   1594   0.88916501   6.00E-05   1160
0.999953508   4.72E-05   949   0.669483101   6.00E-05   984
0.999945953   5.46E-05   1517   0.489065606   6.00E-05   1164
4.54E-05   0.999955033   1140   0.846918489   6.00E-05   1036
0.999983912   1.68E-05   2191   0.494532803   6.00E-05   1339
0.999963721   3.68E-05   949   0.533300199   6.00E-05   960
5.41E-05   0.999946533   4614   0.949801193   6.00E-05   2024
3.39E-05   0.99996635   4092   0.929920477   6.00E-05   1951
0.999969676   2.92E-05   2263   0.490059642   6.00E-05   1393
0.999974881   2.52E-05   2721   0.568091451   6.00E-05   1492
4.92E-05   0.999949566   1908   0.974652087   6.00E-05   1232
0.999966618   3.46E-05   2733   0.564115308   6.00E-05   1526
0.999978716   2.13E-05   5827   0.526838966   6.00E-05   2457
0.99994275   5.71E-05   1529   0.570079523   6.00E-05   1138
0.999953021   4.78E-05   2191   0.488568588   6.00E-05   1466
0.999959547   3.91E-05   1811   0.627733598   6.00E-05   1237
3.66E-05   0.999962426   5114   0.966202783   6.00E-05   2273
4.53E-05   0.99995581   5142   0.928429423   6.00E-05   2285
5.78E-05   0.999940833   9608   0.786779324   6.00E-05   3625
4.79E-05   0.999953163   970   0.94582505   6.00E-05   971
171509
3.28E-05   0.999967337   4092   0.73111332   5.00E-05   1960
0.999969437   3.12E-05   4299   0.490059642   5.00E-05   2105
0.999977065   2.20E-05   2191   0.496520875   5.00E-05   1344
0.99996082   3.83E-05   4539   0.659045726   5.00E-05   2091
1.42E-05   0.999986894   3766   0.942345924   5.00E-05   1847
0.999981204   1.88E-05   1529   0.487077535   5.00E-05   1188
0.999955825   4.29E-05   2997   0.495029821   5.00E-05   1595
0.999984779   1.48E-05   2699   0.497017893   5.00E-05   1496
0.999959915   4.03E-05   5061   0.492047714   5.00E-05   2304
2.49E-05   0.999975023   1140   0.938866799   5.00E-05   1029
0.999980336   1.86E-05   3503   0.487077535   5.00E-05   1770
0.999959498   3.84E-05   2733   0.488568588   5.00E-05   1554
3.27E-05   0.999966379   970   0.94333996   5.00E-05   980
0.999954774   4.76E-05   2225   0.504473161   5.00E-05   1391
0.999951586   4.93E-05   10365   0.847912525   5.00E-05   3776
0.999977884   2.16E-05   2787   0.581013917   5.00E-05   1581
0.999979607   1.99E-05   2225   0.487077535   5.00E-05   1396
4.38E-05   0.99995654   4516   0.773359841   5.00E-05   2072
0.99995625   4.50E-05   7627   0.967693837   5.00E-05   3041
4.66E-05   0.999954748   4092   0.88916501   5.00E-05   2002
0.99995119   4.91E-05   2787   0.568588469   5.00E-05   1484
4.08E-05   0.999959199   9976   0.91500994   5.00E-05   3753
0.999971776   2.92E-05   2787   0.808151093   5.00E-05   1488
0.99995302   4.73E-05   5987   0.826043738   5.00E-05   2573
0.999980732   2.00E-05   2997   0.581510934   5.00E-05   1611
1.59E-05   0.999984365   3766   0.946322068   5.00E-05   1837
1.37E-05   0.999986046   11904   0.920974155   5.00E-05   4287
0.999971737   2.92E-05   4833   0.524850895   5.00E-05   2207
3.01E-05   0.999970566   4092   0.935387674   5.00E-05   1962
4.22E-05   0.999958677   5058   0.814115308   5.00E-05   2255
0.999979468   2.13E-05   2787   0.533797217   5.00E-05   1520
3.35E-05   0.999968214   1516   0.909045726   5.00E-05   1163
2.30E-05   0.99997809   8118   0.960735586   5.00E-05   3143
0.999958836   4.18E-05   5061   0.895626243   5.00E-05   2229
3.03E-05   0.999970816   3264   0.954771372   5.00E-05   1698
0.999960822   3.87E-05   2733   0.776838966   5.00E-05   1507
0.999980089   2.05E-05   1517   0.501988072   5.00E-05   1132
0.999968974   3.09E-05   4517   0.631709742   5.00E-05   2042
0.999979211   2.08E-05   2699   0.504970179   5.00E-05   1469
0.999985567   1.42E-05   5827   0.577037773   5.00E-05   2502
0.99995904   4.13E-05   2699   0.649105368   5.00E-05   1503
0.999967839   3.29E-05   5823   0.687375746   5.00E-05   2452
0.99997541   2.18E-05   2847   0.743538767   5.00E-05   1587
0.99995421   4.48E-05   2263   0.544234592   5.00E-05   1414
2.16E-05   0.999978236   1908   0.930417495   5.00E-05   1343
0.999954034   4.83E-05   2337   0.6555666   5.00E-05   1419
3.88E-05   0.999962747   4092   0.964214712   5.00E-05   1880
0.999983909   1.61E-05   2263   0.493538767   5.00E-05   1425
4.42E-05   0.999954577   3264   0.971172962   5.00E-05   1764
0.999954161   4.63E-05   2263   0.586481113   5.00E-05   1386
0.999953401   4.76E-05   4443   0.668489066   5.00E-05   2080
0.999978012   2.18E-05   2263   0.617793241   5.00E-05   1348
3.03E-05   0.999968438   970   0.928926441   5.00E-05   1036
0.999974378   2.59E-05   2787   0.557654076   5.00E-05   1474
0.999971182   2.82E-05   2263   0.566600398   5.00E-05   1336
0.999984065   1.53E-05   1517   0.487077535   5.00E-05   1108
0.999958814   4.04E-05   1517   0.491053678   5.00E-05   1194
0.99997781   2.27E-05   2733   0.568091451   5.00E-05   1542
0.99997566   2.49E-05   2191   0.502982107   5.00E-05   1348
0.99996727   3.23E-05   2225   0.53777336   5.00E-05   1363
0.999959173   4.14E-05   2127   0.508449304   5.00E-05   1366
4.14E-05   0.999959256   1140   0.919483101   5.00E-05   1003
0.99996561   3.47E-05   2699   0.747017893   5.00E-05   1506
3.09E-05   0.9999687   5114   0.946322068   5.00E-05   2253
2.54E-05   0.999973746   4092   0.779821074   5.00E-05   1942
0.999976107   2.45E-05   2847   0.818588469   5.00E-05   1516
0.999963565   3.67E-05   2787   0.833001988   5.00E-05   1542
0.999969902   2.98E-05   2787   0.730616302   5.00E-05   1580
1.58E-05   0.999983975   5642   0.949801193   5.00E-05   2454
3.83E-05   0.999961215   1140   0.761431412   5.00E-05   1083
2.15E-05   0.999978251   1140   0.893638171   5.00E-05   1014
0.999982946   1.70E-05   5271   0.767892644   5.00E-05   2276
4.50E-05   0.99995614   1140   0.959741551   5.00E-05   1031
3.65E-05   0.999962848   1908   0.976143141   5.00E-05   1222
0.999974072   2.65E-05   2721   0.523359841   5.00E-05   1483
0.999979315   2.09E-05   1517   0.487077535   5.00E-05   1151
3.96E-05   0.999959932   10250   0.970675944   5.00E-05   3858
3.78E-05   0.999960861   2878   0.891650099   5.00E-05   1529
3.62E-05   0.999963903   7672   0.977634195   5.00E-05   3172
0.999980666   1.92E-05   4271   0.487574553   5.00E-05   2060
0.99995727   4.20E-05   1517   0.661033797   5.00E-05   1099
0.999960384   4.02E-05   2969   0.868787276   5.00E-05   1524
0.999961066   3.91E-05   2191   0.862326044   5.00E-05   1289
3.86E-05   0.999960722   3664   0.894632207   5.00E-05   1760
0.999980621   1.98E-05   2699   0.516898608   5.00E-05   1453
0.999975246   2.44E-05   2787   0.505467197   5.00E-05   1506
3.65E-05   0.999962486   3264   0.968190855   5.00E-05   1693
3.42E-05   0.999965179   2046   0.682902584   5.00E-05   1282
4.18E-05   0.999960102   1140   0.944333996   5.00E-05   1055
2.10E-05   0.999978896   5978   0.810636183   5.00E-05   2446
0.999981794   1.81E-05   2997   0.518389662   5.00E-05   1598
3.96E-05   0.999959371   7888   0.924950298   5.00E-05   3120
0.999981318   1.94E-05   2997   0.489562624   5.00E-05   1628
4.41E-05   0.999954115   4092   0.949304175   5.00E-05   1883
0.999985887   1.39E-05   2699   0.51888668   5.00E-05   1457
0.999979035   2.18E-05   5827   0.489065606   5.00E-05   2450
0.999963865   3.45E-05   2893   0.75944334   5.00E-05   1536
4.33E-05   0.999956522   1292   0.948310139   5.00E-05   1075
0.999970775   3.00E-05   1529   0.497514911   5.00E-05   1106
174402
2.91E-05   0.999970981   970   0.969184891   4.00E-05   980
3.90E-05   0.999962216   1140   0.970675944   4.00E-05   1002
3.40E-05   0.999967253   3766   0.963717694   4.00E-05   1772
0.999984778   1.48E-05   5055   0.549701789   4.00E-05   2168
2.26E-05   0.999976377   3526   0.947316103   4.00E-05   1753
2.94E-05   0.999970482   7694   0.960238569   4.00E-05   2972
0.99996706   3.32E-05   2787   0.892644135   4.00E-05   1514
2.62E-05   0.999973874   9828   0.971172962   4.00E-05   3626
3.55E-05   0.999964064   1648   0.961729622   4.00E-05   1130
0.999969794   2.96E-05   1811   0.549701789   4.00E-05   1258
3.18E-05   0.999968714   5642   0.976143141   4.00E-05   2442
0.999980389   1.86E-05   2191   0.600894632   4.00E-05   1291
2.11E-05   0.999978436   3074   0.941351889   4.00E-05   1614
6.81E-06   0.999993037   4092   0.956759443   4.00E-05   1879
0.999972917   2.67E-05   5271   0.607852883   4.00E-05   2272
0.999988109   1.20E-05   4291   0.487574553   4.00E-05   2109
0.999981821   1.69E-05   5061   0.487077535   4.00E-05   2203
0.999968845   3.09E-05   2969   0.813121272   4.00E-05   1579
3.54E-05   0.999966006   3264   0.964214712   4.00E-05   1667
0.999961791   3.84E-05   2733   0.496520875   4.00E-05   1531
0.999973212   2.72E-05   2263   0.62027833   4.00E-05   1357
0.999978438   2.19E-05   4833   0.772365805   4.00E-05   2136
0.999970771   2.82E-05   2225   0.488568588   4.00E-05   1363
0.999963862   3.42E-05   1517   0.622763419   4.00E-05   1116
0.999974918   2.51E-05   15641   0.629224652   4.00E-05   5352
3.58E-05   0.999963358   1908   0.951292247   4.00E-05   1276
0.999993016   6.83E-06   4271   0.52584493   4.00E-05   1983
0.999964123   3.57E-05   1125   0.487077535   4.00E-05   1034
3.38E-05   0.999965039   3526   0.819582505   4.00E-05   1701
3.79E-05   0.999960288   2218   0.942842942   4.00E-05   1392
0.999975017   2.56E-05   5555   0.941848907   4.00E-05   2396
0.999976303   2.31E-05   5827   0.542246521   4.00E-05   2414
0.999979601   2.06E-05   3139   0.663518887   4.00E-05   1596
0.999964188   3.53E-05   9175   0.569085487   4.00E-05   3489
0.999970281   2.91E-05   2191   0.729125249   4.00E-05   1384
3.16E-05   0.999968498   4508   0.956262425   4.00E-05   2044
3.45E-05   0.99996325   2964   0.706262425   4.00E-05   1603
0.999988   1.27E-05   2787   0.760934394   4.00E-05   1535
3.21E-05   0.999967924   5936   0.922962227   4.00E-05   2432
0.999969988   2.95E-05   949   0.559145129   4.00E-05   960
0.999964674   3.36E-05   5645   0.504970179   4.00E-05   2468
0.999979671   2.02E-05   5827   0.491550696   4.00E-05   2443
2.52E-05   0.9999756   4624   0.96222664   4.00E-05   2086
2.18E-05   0.999978024   1908   0.973658052   4.00E-05   1255
0.999971141   2.83E-05   2699   0.50944334   4.00E-05   1455
0.999987467   1.31E-05   2191   0.49055666   4.00E-05   1326
2.44E-05   0.99997585   1534   0.841451292   4.00E-05   1144
0.999963582   3.60E-05   2699   0.488568588   4.00E-05   1459
2.83E-05   0.999971542   3526   0.864811133   4.00E-05   1764
3.02E-05   0.999969687   1908   0.975646123   4.00E-05   1282
0.999965695   3.31E-05   2699   0.489065606   4.00E-05   1514
0.999976375   2.39E-05   2191   0.578031809   4.00E-05   1360
0.999977827   2.19E-05   5061   0.818091451   4.00E-05   2244
3.08E-05   0.999969888   2832   0.934890656   4.00E-05   1524
0.999966284   3.36E-05   5827   0.508946322   4.00E-05   2378
0.999961651   3.71E-05   1529   0.792246521   4.00E-05   1131
3.76E-05   0.999960317   3264   0.958747515   4.00E-05   1661
3.03E-05   0.999967484   3744   0.978131213   4.00E-05   1802
0.999972053   2.91E-05   2787   0.615805169   4.00E-05   1468
0.999967419   3.25E-05   4833   0.514910537   4.00E-05   2137
3.78E-05   0.999963067   3526   0.963717694   4.00E-05   1733
0.999964617   3.48E-05   2787   0.923459245   4.00E-05   1482
3.19E-05   0.999968323   7672   0.96471173   4.00E-05   2949
0.999973635   2.50E-05   2787   0.488568588   4.00E-05   1484
0.999971631   2.86E-05   5061   0.804671968   4.00E-05   2154
3.92E-05   0.999960552   3014   0.976143141   4.00E-05   1629
0.999971373   2.82E-05   5645   0.58499006   4.00E-05   2332
2.13E-05   0.99997837   4508   0.970178926   4.00E-05   2002
0.99998699   1.29E-05   5827   0.504970179   4.00E-05   2407
3.55E-05   0.999965057   1252   0.86083499   4.00E-05   1044
2.10E-05   0.999979092   11288   0.921471173   4.00E-05   4115
0.999966739   3.27E-05   5827   0.673459245   4.00E-05   2452
0.999982998   1.66E-05   2191   0.532803181   4.00E-05   1309
0.999972932   2.87E-05   5987   0.810139165   4.00E-05   2488
0.999990464   9.66E-06   3503   0.487077535   4.00E-05   1724
0.999970959   2.73E-05   1517   0.487077535   4.00E-05   1133
3.09E-05   0.999969039   3074   0.944333996   4.00E-05   1575
0.999961888   3.82E-05   1911   0.498508946   4.00E-05   1245
1.75E-05   0.999981836   1140   0.953777336   4.00E-05   973
1.63E-05   0.999983623   11288   0.951789264   4.00E-05   4085
0.999974174   2.56E-05   2191   0.487077535   4.00E-05   1313
0.999972917   2.73E-05   2787   0.80417495   4.00E-05   1515
0.999961768   3.78E-05   2699   0.487077535   4.00E-05   1506
2.05E-05   0.9999786   4830   0.897117296   4.00E-05   2161
2.55E-05   0.999974097   4508   0.953777336   4.00E-05   1981
2.36E-05   0.999976485   5930   0.93389662   4.00E-05   2468
0.999972447   2.76E-05   2699   0.488568588   4.00E-05   1516
1.27E-05   0.999986627   4092   0.95526839   4.00E-05   1924
0.999990111   9.38E-06   2847   0.783797217   4.00E-05   1508
3.81E-05   0.999962521   17668   0.92693837   4.00E-05   5931
0.999986258   1.29E-05   2191   0.619284294   4.00E-05   1287
3.43E-05   0.999965325   7672   0.973161034   4.00E-05   3014
0.999971827   2.71E-05   2263   0.750994036   4.00E-05   1383
7.14E-06   0.999993124   4092   0.84194831   4.00E-05   1914
0.999969515   3.04E-05   4833   0.688866799   4.00E-05   2140
0.999971697   3.10E-05   2969   0.858846918   4.00E-05   1621
0.999978803   2.01E-05   2787   0.647614314   4.00E-05   1549
3.74E-05   0.999962783   1908   0.965705765   4.00E-05   1227
0.99996128   3.85E-05   3503   0.548210736   4.00E-05   1736
187235
0.999980562   1.99E-05   5271   0.595924453   3.00E-05   2275
0.999972424   2.73E-05   2787   0.568588469   3.00E-05   1509
9.61E-06   0.99999044   4092   0.950298211   3.00E-05   1872
0.999980815   1.94E-05   5271   0.561630219   3.00E-05   2283
1.69E-05   0.999983533   11904   0.921471173   3.00E-05   4236
1.89E-05   0.999980807   7330   0.951292247   3.00E-05   2844
0.999973045   2.77E-05   2879   0.604373757   3.00E-05   1540
0.999971863   2.87E-05   15983   0.750497018   3.00E-05   5491
0.999974349   2.73E-05   5645   0.543737575   3.00E-05   2357
0.999976205   2.37E-05   2699   0.487077535   3.00E-05   1438
2.09E-05   0.999979687   5788   0.801192843   3.00E-05   2473
0.999984856   1.55E-05   5827   0.500497018   3.00E-05   2398
1.51E-05   0.999984403   11288   0.916003976   3.00E-05   4156
0.999986432   1.43E-05   5645   0.491053678   3.00E-05   2488
0.999977861   2.21E-05   5055   0.669980119   3.00E-05   2277
0.999980375   2.01E-05   3537   0.497514911   3.00E-05   1733
0.999978042   2.24E-05   5827   0.493538767   3.00E-05   2409
0.999972413   2.79E-05   5569   0.677932406   3.00E-05   2326
2.77E-05   0.999972731   3778   0.93638171   3.00E-05   1789
2.76E-05   0.999972533   7618   0.912524851   3.00E-05   2998
0.999978154   2.15E-05   5827   0.590954274   3.00E-05   2420
1.75E-05   0.999982505   7672   0.957753479   3.00E-05   2997
0.999992637   7.43E-06   2699   0.487574553   3.00E-05   1457
8.04E-06   0.999992356   7672   0.976143141   3.00E-05   3042
0.999981595   1.83E-05   5647   0.861829026   3.00E-05   2336
0.99997767   2.18E-05   12993   0.653578529   3.00E-05   4549
1.36E-05   0.999985002   3778   0.903081511   3.00E-05   1817
0.99999596   4.03E-06   7707   0.60387674   3.00E-05   3001
0.999977855   2.21E-05   5827   0.543737575   3.00E-05   2426
1.96E-05   0.999980718   4092   0.924950298   3.00E-05   1950
0.999978585   2.09E-05   2699   0.527833002   3.00E-05   1468
4.61E-06   0.999995523   4092   0.937375746   3.00E-05   1913
2.92E-05   0.999970681   7116   0.815606362   3.00E-05   2843
0.999984031   1.59E-05   1529   0.567594433   3.00E-05   1113
2.74E-05   0.999971746   17668   0.934890656   3.00E-05   6059
0.999971906   2.79E-05   2699   0.632206759   3.00E-05   1485
0.999980727   1.95E-05   2733   0.613817097   3.00E-05   1516
1.95E-05   0.999980495   8118   0.97166998   3.00E-05   3140
0.999987465   1.27E-05   6185   0.499502982   3.00E-05   2585
0.99998509   1.55E-05   2699   0.487077535   3.00E-05   1507
0.999973166   2.70E-05   5061   0.742544732   3.00E-05   2247
0.999976275   2.47E-05   5061   0.819085487   3.00E-05   2219
2.01E-05   0.999980437   3264   0.967693837   3.00E-05   1621
2.38E-05   0.999976359   2022   0.569085487   3.00E-05   1322
0.999978028   2.26E-05   2787   0.492047714   3.00E-05   1576
1.18E-05   0.999988089   3526   0.760437376   3.00E-05   1759
4.44E-06   0.999995468   4086   0.504473161   3.00E-05   1938
0.99998139   1.90E-05   2847   0.92693837   3.00E-05   1541
0.9999719   2.81E-05   5647   0.798707753   3.00E-05   2434
2.41E-05   0.999976345   970   0.97415507   3.00E-05   950
2.46E-05   0.999976122   3766   0.791749503   3.00E-05   1866
2.56E-05   0.999974244   4092   0.977634195   3.00E-05   1932
0.999988876   1.11E-05   2787   0.496520875   3.00E-05   1500
0.999986902   1.30E-05   2263   0.521371769   3.00E-05   1356
0.999974548   2.56E-05   1517   0.598409543   3.00E-05   1102
0.999980129   1.97E-05   2699   0.488568588   3.00E-05   1518
1.80E-05   0.999982016   3766   0.895129225   3.00E-05   1830
0.99998722   1.32E-05   3503   0.672465209   3.00E-05   1711
0.999978117   2.16E-05   2787   0.54473161   3.00E-05   1529
0.999979301   2.07E-05   1517   0.654075547   3.00E-05   1135
2.03E-05   0.999979682   3766   0.932405567   3.00E-05   1808
2.18E-05   0.99997884   5642   0.800695825   3.00E-05   2364
2.48E-05   0.999974399   2964   0.931908549   3.00E-05   1591
2.54E-05   0.999974234   2046   0.826540755   3.00E-05   1282
0.999972423   2.70E-05   2787   0.64860835   3.00E-05   1541
0.999976715   2.32E-05   12717   0.792246521   3.00E-05   4521
0.999986173   1.39E-05   3503   0.512922465   3.00E-05   1686
0.999985739   1.36E-05   5569   0.728628231   3.00E-05   2373
0.999975533   2.50E-05   5061   0.699801193   3.00E-05   2226
1.56E-05   0.999984754   4092   0.967196819   3.00E-05   1905
0.999978584   2.01E-05   17617   0.669483101   3.00E-05   6068
2.51E-05   0.999974053   4914   0.856858847   3.00E-05   2179
0.999979339   2.06E-05   2997   0.684890656   3.00E-05   1556
0.999979883   1.91E-05   2787   0.860337972   3.00E-05   1518
9.15E-06   0.999990986   5936   0.871769384   3.00E-05   2436
0.999983586   1.58E-05   9781   0.561133201   3.00E-05   3720
0.999982539   1.77E-05   5271   0.62027833   3.00E-05   2343
1.77E-05   0.999982248   1908   0.953280318   3.00E-05   1243
0.999972258   2.91E-05   2547   0.487077535   3.00E-05   1472
0.999978542   2.14E-05   2787   0.826540755   3.00E-05   1502
0.999988677   1.16E-05   5827   0.498011928   3.00E-05   2506
0.999976653   2.28E-05   2787   0.677932406   3.00E-05   1544
2.71E-05   0.999973243   8118   0.937375746   3.00E-05   3104
0.999971972   2.87E-05   5061   0.568091451   3.00E-05   2212
0.999994935   5.03E-06   5827   0.517395626   3.00E-05   2563
0.999982257   1.76E-05   1811   0.541749503   3.00E-05   1217
0.999973764   2.62E-05   5987   0.528827038   3.00E-05   2473
1.93E-05   0.999981047   4508   0.940854871   3.00E-05   2122
0.99997441   2.58E-05   6813   0.908548708   3.00E-05   2753
2.13E-05   0.99997883   1140   0.891650099   3.00E-05   1036
0.999978335   2.10E-05   7707   0.539761431   3.00E-05   2997
0.999970566   2.88E-05   5645   0.602385686   3.00E-05   2342
2.94E-05   0.999970723   1292   0.969681909   3.00E-05   1039
2.77E-05   0.999972423   2046   0.79473161   3.00E-05   1287
1.78E-05   0.999981898   7924   0.928926441   3.00E-05   3041
0.999984978   1.53E-05   2733   0.523359841   3.00E-05   1492
7.56E-06   0.999992134   4092   0.977137177   3.00E-05   1931
0.999989197   1.10E-05   15641   0.749005964   3.00E-05   5400
2.67E-05   0.999972971   3526   0.794234592   3.00E-05   1743
221738
0.99999141   8.74E-06   5827   0.549204771   2.00E-05   2467
0.999980892   1.91E-05   5827   0.558648111   2.00E-05   2409
1.77E-05   0.999982273   7672   0.968687873   2.00E-05   3008
0.999988087   1.15E-05   5645   0.653081511   2.00E-05   2377
0.999982371   1.74E-05   2191   0.582007952   2.00E-05   1332
1.53E-05   0.999984792   7602   0.95526839   2.00E-05   3028
1.55E-05   0.999984677   4108   0.979622266   2.00E-05   1923
0.999988547   1.21E-05   2787   0.788270378   2.00E-05   1560
0.999983434   1.72E-05   7361   0.954274354   2.00E-05   2870
8.75E-06   0.999991538   10416   0.856858847   2.00E-05   3823
7.33E-06   0.999992503   4092   0.931908549   2.00E-05   1917
0.999982338   1.73E-05   5061   0.523856859   2.00E-05   2218
0.999988341   1.19E-05   3855   0.487077535   2.00E-05   1851
0.999982413   1.79E-05   3931   0.635188867   2.00E-05   1868
1.74E-05   0.999982799   7602   0.697316103   2.00E-05   2966
0.999991709   8.12E-06   2847   0.7027833   2.00E-05   1512
0.999987488   1.28E-05   5061   0.805168986   2.00E-05   2200
1.96E-05   0.999981011   17614   0.965705765   2.00E-05   6047
1.80E-05   0.999981495   4830   0.926441352   2.00E-05   2163
0.999994201   5.84E-06   2787   0.713220676   2.00E-05   1526
1.57E-05   0.999984224   3264   0.964214712   2.00E-05   1626
0.999988384   1.19E-05   4833   0.625248509   2.00E-05   2150
0.999995815   4.45E-06   2787   0.564115308   2.00E-05   1528
1.64E-05   0.999982757   10966   0.75   2.00E-05   3931
1.85E-05   0.999980697   4092   0.925447316   2.00E-05   1908
1.44E-05   0.999984354   7618   0.978131213   2.00E-05   2964
0.999982792   1.66E-05   10261   0.590457256   2.00E-05   3822
1.86E-05   0.999982144   5282   0.921968191   2.00E-05   2244
0.999981422   1.89E-05   2225   0.514413519   2.00E-05   1320
0.999985317   1.47E-05   5061   0.872266402   2.00E-05   2210
1.01E-05   0.999990418   7672   0.96222664   2.00E-05   2960
9.56E-06   0.999990765   3074   0.884691849   2.00E-05   1583
0.999990674   9.09E-06   2787   0.79473161   2.00E-05   1510
0.99999229   8.27E-06   5827   0.569085487   2.00E-05   2419
0.999997559   2.33E-06   5827   0.488071571   2.00E-05   2456
1.77E-05   0.999982257   4830   0.782803181   2.00E-05   2157
0.999985221   1.39E-05   5827   0.504473161   2.00E-05   2427
0.999982988   1.70E-05   4825   0.655069583   2.00E-05   2131
0.999980203   1.99E-05   5605   0.540755467   2.00E-05   2342
1.78E-05   0.999982087   4830   0.919980119   2.00E-05   2101
1.20E-05   0.999987865   4092   0.932405567   2.00E-05   1917
0.999983595   1.64E-05   2733   0.638667992   2.00E-05   1479
0.99998209   1.78E-05   5645   0.710238569   2.00E-05   2378
0.999980857   1.95E-05   5605   0.664015905   2.00E-05   2345
1.63E-05   0.999983686   7116   0.887673956   2.00E-05   2868
1.95E-05   0.99998036   10882   0.979622266   2.00E-05   3977
0.999982888   1.76E-05   5055   0.552683897   2.00E-05   2207
0.999981148   1.90E-05   5061   0.526838966   2.00E-05   2218
0.999987904   1.18E-05   3503   0.487077535   2.00E-05   1693
0.999980786   1.89E-05   5827   0.501988072   2.00E-05   2412
0.999990993   8.59E-06   5605   0.55417495   2.00E-05   2370
0.999988214   1.18E-05   5827   0.577037773   2.00E-05   2449
1.71E-05   0.999983115   3264   0.979125249   2.00E-05   1685
1.95E-05   0.999980278   20136   0.975149105   2.00E-05   6748
0.999981781   1.93E-05   3503   0.502485089   2.00E-05   1706
2.00E-05   0.999980115   7672   0.972664016   2.00E-05   2932
0.999981386   1.87E-05   15283   0.95526839   2.00E-05   5307
0.99999129   8.63E-06   5569   0.873260437   2.00E-05   2357
0.999990563   9.63E-06   3931   0.613817097   2.00E-05   1876
0.999981635   1.89E-05   5061   0.725646123   2.00E-05   2172
1.95E-05   0.999980504   7618   0.969681909   2.00E-05   2955
1.08E-05   0.999989152   4424   0.855864811   2.00E-05   2019
1.97E-05   0.999980218   5114   0.83250497   2.00E-05   2209
0.999984887   1.52E-05   13743   0.709244533   2.00E-05   4837
1.26E-05   0.999987297   4086   0.507952286   2.00E-05   1902
0.999998844   1.13E-06   4291   0.490059642   2.00E-05   1962
1.76E-05   0.999982046   4092   0.950795229   2.00E-05   1888
1.89E-05   0.999981105   19966   0.685387674   2.00E-05   6691
1.10E-05   0.999989408   9460   0.97415507   2.00E-05   3482
0.999995685   4.47E-06   5645   0.56610338   2.00E-05   2365
1.20E-05   0.999987856   4092   0.918489066   2.00E-05   1909
1.88E-05   0.999981226   5642   0.943836978   2.00E-05   2386
0.999987371   1.22E-05   5525   0.890159046   2.00E-05   2310
1.90E-05   0.999981051   9460   0.979125249   2.00E-05   3538
0.999993735   6.54E-06   2787   0.491053678   2.00E-05   1521
0.999985317   1.49E-05   5987   0.617793241   2.00E-05   2524
0.999981151   1.93E-05   5979   0.750994036   2.00E-05   2467
1.68E-05   0.999982844   9460   0.971172962   2.00E-05   3522
0.999981416   1.85E-05   2787   0.803180915   2.00E-05   1475
0.999980202   1.99E-05   7379   0.89612326   2.00E-05   2824
8.75E-06   0.999991509   4092   0.964214712   2.00E-05   1894
0.999991816   8.26E-06   5827   0.588469185   2.00E-05   2394
1.23E-05   0.999987329   4092   0.935387674   2.00E-05   1913
8.83E-06   0.999991277   1908   0.980119284   2.00E-05   1255
1.38E-05   0.999986236   7672   0.97415507   2.00E-05   3022
5.06E-06   0.999994979   5998   0.968190855   2.00E-05   2510
0.99998657   1.32E-05   2191   0.607355865   2.00E-05   1371
1.02E-05   0.999989738   7672   0.970675944   2.00E-05   2946
1.95E-05   0.999980938   7672   0.979125249   2.00E-05   3003
0.999982508   1.76E-05   15823   0.731610338   2.00E-05   5437
1.78E-05   0.999981766   17876   0.970675944   2.00E-05   5983
1.18E-05   0.999987618   7602   0.96471173   2.00E-05   2913
1.46E-05   0.999985142   13532   0.968687873   2.00E-05   4716
0.999987741   1.16E-05   5987   0.723658052   2.00E-05   2489
0.999982157   1.69E-05   5827   0.818091451   2.00E-05   2433
0.999986465   1.39E-05   5555   0.906560636   2.00E-05   2411
1.71E-05   0.999983635   2878   0.957256461   2.00E-05   1523
0.99998933   1.09E-05   4833   0.527335984   2.00E-05   2106
1.54E-05   0.999984539   7672   0.977137177   2.00E-05   2956
256011
0.999994522   5.41E-06   3503   0.517395626   1.00E-05   1741
3.23E-06   0.999996744   7672   0.978131213   1.00E-05   3023
0.999990791   9.06E-06   12965   0.880218688   1.00E-05   4489
0.99999495   5.01E-06   5987   0.732107356   1.00E-05   2559
3.16E-06   0.999996888   9460   0.964214712   1.00E-05   3552
0.999993324   6.55E-06   25893   0.791252485   1.00E-05   8540
0.999993936   6.28E-06   30213   0.88916501   1.00E-05   9820
0.999992072   8.40E-06   5569   0.605367793   1.00E-05   2340
5.05E-06   0.99999495   7672   0.975149105   1.00E-05   2973
0.999995431   4.39E-06   5061   0.917992048   1.00E-05   2219
9.21E-06   0.99999105   5998   0.930417495   1.00E-05   2475
8.06E-06   0.999992123   3290   0.949801193   1.00E-05   1632
5.11E-06   0.999994989   4830   0.783797217   1.00E-05   2202
3.88E-06   0.999996157   9182   0.925944334   1.00E-05   3470
0.999994803   5.06E-06   5987   0.606361829   1.00E-05   2444
0.999996529   3.50E-06   2191   0.488568588   1.00E-05   1363
0.999991873   8.21E-06   23929   0.925944334   1.00E-05   7885
9.87E-06   0.99999047   37158   0.97166998   1.00E-05   11787
7.28E-06   0.999992943   11136   0.968687873   1.00E-05   4034
0.999993564   6.52E-06   2787   0.611829026   1.00E-05   1515
0.999993228   6.66E-06   7591   0.821570577   1.00E-05   2902
8.03E-06   0.999991536   7550   0.966699801   1.00E-05   2930
0.99999748   2.54E-06   5827   0.647614314   1.00E-05   2358
0.999992111   7.71E-06   4517   0.898111332   1.00E-05   2024
2.93E-06   0.999997044   5642   0.970178926   1.00E-05   2389
0.999992765   7.22E-06   4949   0.745029821   1.00E-05   2184
7.92E-06   0.999991731   4830   0.919980119   1.00E-05   2115
0.999997054   2.89E-06   7707   0.634194831   1.00E-05   2993
7.11E-06   0.999992812   9460   0.960735586   1.00E-05   3529
0.999999225   7.75E-07   2787   0.491550696   1.00E-05   1495
0.999996618   3.49E-06   5987   0.719184891   1.00E-05   2465
7.60E-06   0.999992487   4830   0.826540755   1.00E-05   2138
0.999991192   8.64E-06   25819   0.748011928   1.00E-05   8500
7.87E-06   0.999991952   19824   0.979622266   1.00E-05   6701
0.999990563   9.60E-06   7591   0.81610338   1.00E-05   3000
0.999992085   7.52E-06   15983   0.666500994   1.00E-05   5459
9.14E-06   0.999990666   7330   0.846421471   1.00E-05   2858
5.68E-06   0.999994195   4532   0.96222664   1.00E-05   2006
6.48E-06   0.999993602   7672   0.920974155   1.00E-05   2975
0.999993726   6.27E-06   15565   0.810139165   1.00E-05   5332
6.50E-06   0.999993704   4830   0.904075547   1.00E-05   2161
0.999991269   8.74E-06   5823   0.966699801   1.00E-05   2377
4.69E-06   0.999994813   5978   0.950298211   1.00E-05   2466
0.999993308   6.62E-06   8505   0.502485089   1.00E-05   3209
0.999992607   7.04E-06   7707   0.654572565   1.00E-05   3006
0.999991146   8.62E-06   23139   0.915506958   1.00E-05   7638
7.39E-06   0.999993274   8118   0.973658052   1.00E-05   3018
0.999994068   6.10E-06   5827   0.52584493   1.00E-05   2358
5.59E-06   0.999994403   2406   0.982604374   1.00E-05   1345
6.00E-06   0.999994011   7924   0.938866799   1.00E-05   3036
4.48E-06   0.999995356   14826   0.866302187   1.00E-05   5031
0.999990447   9.68E-06   16809   0.900596421   1.00E-05   5618
0.999993801   6.20E-06   5271   0.542246521   1.00E-05   2219
5.50E-06   0.999994349   29160   0.955765408   1.00E-05   9313
0.99999001   9.88E-06   6321   0.528827038   1.00E-05   2543
0.99999033   9.31E-06   20217   0.923956262   1.00E-05   6644
8.26E-06   0.9999923   7672   0.97415507   1.00E-05   2953
0.99999155   8.11E-06   11151   0.517395626   1.00E-05   3946
0.999992682   7.62E-06   25561   0.955765408   1.00E-05   8174
0.999990322   9.70E-06   5647   0.790258449   1.00E-05   2299
0.999991319   8.33E-06   5061   0.608349901   1.00E-05   2200
0.999993733   6.42E-06   17703   0.845924453   1.00E-05   5920
8.69E-06   0.99999135   5978   0.957753479   1.00E-05   2418
0.999993504   6.32E-06   5827   0.577037773   1.00E-05   2397
0.999990788   8.87E-06   5645   0.649105368   1.00E-05   2309
0.999992339   7.72E-06   2787   0.504970179   1.00E-05   1474
0.999991912   7.96E-06   13153   0.935884692   1.00E-05   4558
7.42E-06   0.999992426   10966   0.821570577   1.00E-05   3947
0.999990641   9.14E-06   5827   0.580516899   1.00E-05   2381
6.39E-06   0.999993767   19456   0.965208748   1.00E-05   6393
0.999990623   9.32E-06   15515   0.688866799   1.00E-05   5271
0.999991972   8.02E-06   15975   0.818588469   1.00E-05   5457
6.97E-06   0.999992813   5642   0.835984095   1.00E-05   2346
0.999995041   5.04E-06   5827   0.492047714   1.00E-05   2404
0.999991681   8.41E-06   2787   0.752485089   1.00E-05   1473
0.999996437   3.49E-06   2847   0.75   1.00E-05   1504
9.42E-06   0.999990754   9460   0.970675944   1.00E-05   3497
3.01E-06   0.999996972   19456   0.973161034   1.00E-05   6446
0.999991267   8.72E-06   5055   0.510437376   1.00E-05   2127
0.999991126   8.76E-06   9643   0.862326044   1.00E-05   3601
0.999997193   2.87E-06   2787   0.487077535   1.00E-05   1504
8.79E-06   0.999990929   7672   0.972664016   1.00E-05   2877
0.999992016   7.83E-06   8991   0.849900596   1.00E-05   3296
0.999990645   9.39E-06   8421   0.857355865   1.00E-05   3133
9.67E-06   0.999990535   27610   0.894632207   1.00E-05   8853
0.999994319   5.52E-06   2787   0.548210736   1.00E-05   1495
0.999990786   9.58E-06   39805   0.904572565   1.00E-05   -95540
9.30E-06   0.999990868   17888   0.941848907   1.00E-05   5942
0.999995081   5.43E-06   10365   0.691848907   1.00E-05   3745
8.16E-06   0.999991718   4532   0.953777336   1.00E-05   2002
9.19E-06   0.999990771   4424   0.827037773   1.00E-05   1982
7.43E-06   0.999992799   7602   0.821570577   1.00E-05   2899
0.999996014   3.98E-06   12783   0.763419483   1.00E-05   4456
0.999990441   9.40E-06   3931   0.740059642   1.00E-05   1832
6.21E-06   0.999993307   7672   0.976640159   1.00E-05   2912
0.999990467   9.42E-06   37849   0.935387674   1.00E-05   11882
0.999990462   9.52E-06   9507   0.726640159   1.00E-05   3494
0.999991231   8.90E-06   12783   0.907057654   1.00E-05   4386
0.99999448   5.73E-06   5061   0.699304175   1.00E-05   2145
267191
7.44E-06   0.999992585   8118   0.970675944   9.00E-06   3059
0.99999117   8.96E-06   66755   0.934393638   9.00E-06   56452
0.99999282   7.45E-06   17131   0.899105368   9.00E-06   5827
7.42E-06   0.999992845   7672   0.902087475   9.00E-06   2951
0.999993272   6.71E-06   26743   0.775347913   9.00E-06   8718
4.95E-06   0.999995006   19456   0.939363817   9.00E-06   6448
1.85E-06   0.999998159   7602   0.918489066   9.00E-06   2869
0.999992437   7.58E-06   27627   0.98111332   9.00E-06   8912
0.999997832   2.14E-06   5569   0.589960239   9.00E-06   2373
8.96E-06   0.999991138   20248   0.880218688   9.00E-06   6714
0.999992576   7.39E-06   5827   0.6555666   9.00E-06   2379
0.999996535   3.53E-06   7601   0.876242545   9.00E-06   2961
7.06E-06   0.999992662   15994   0.978628231   9.00E-06   5463
0.999997661   2.39E-06   7707   0.516898608   9.00E-06   2982
0.999995047   5.01E-06   15617   0.9055666   9.00E-06   5290
0.999992714   7.32E-06   2191   0.652584493   9.00E-06   1319
8.89E-06   0.999991019   17598   0.67445328   9.00E-06   5933
0.999992166   7.99E-06   10651   0.955765408   9.00E-06   3830
0.999991682   8.31E-06   15515   0.752982107   9.00E-06   5264
0.999992604   7.59E-06   5987   0.619284294   9.00E-06   2461
4.83E-06   0.99999511   27664   0.97415507   9.00E-06   8840
0.999996215   3.68E-06   5987   0.737077535   9.00E-06   2424
0.999992338   7.64E-06   5827   0.654075547   9.00E-06   2377
0.999992571   7.35E-06   25983   0.683399602   9.00E-06   8419
0.999996751   3.23E-06   11513   0.589463221   9.00E-06   4066
0.999991007   8.68E-06   4291   0.672962227   9.00E-06   1933
7.75E-06   0.999992085   5642   0.852385686   9.00E-06   2324
8.94E-06   0.999991279   17614   0.933399602   9.00E-06   5936
0.999991417   8.62E-06   10629   0.937872763   9.00E-06   3780
0.999992696   7.47E-06   5061   0.646620278   9.00E-06   2181
0.999991098   8.74E-06   5827   0.513419483   9.00E-06   2403
0.999992343   7.78E-06   15515   0.806163022   9.00E-06   5336
0.999994463   5.58E-06   7591   0.821570577   9.00E-06   2970
0.999992689   7.72E-06   5645   0.497514911   9.00E-06   2310
0.999998748   1.21E-06   5827   0.50944334   9.00E-06   2387
0.999997976   1.98E-06   2263   0.509940358   9.00E-06   1300
6.68E-06   0.999993302   9828   0.972664016   9.00E-06   3647
0.999998321   1.73E-06   5827   0.487077535   9.00E-06   2406
0.999993585   6.28E-06   5987   0.736580517   9.00E-06   2423
0.999992885   7.28E-06   25151   0.961729622   9.00E-06   8132
4.32E-06   0.999995575   7672   0.966699801   9.00E-06   2932
4.71E-06   0.999995325   7672   0.966202783   9.00E-06   2914
4.92E-06   0.999994764   7672   0.978131213   9.00E-06   2920
4.69E-06   0.999995236   89740   0.97415507   9.00E-06   27437
2.50E-06   0.99999748   9460   0.97166998   9.00E-06   3549
0.999991713   8.22E-06   31519   0.887673956   9.00E-06   10111
0.999995973   4.24E-06   5827   0.585487078   9.00E-06   2419
0.999992371   7.86E-06   47345   0.930417495   9.00E-06   14739
0.999994672   5.20E-06   5987   0.673956262   9.00E-06   2417
0.999996111   3.86E-06   17703   0.547713718   9.00E-06   5920
0.999991769   7.94E-06   4299   0.585487078   9.00E-06   1939
0.999996393   3.61E-06   5645   0.565109344   9.00E-06   2359
3.67E-06   0.999996227   20598   0.940854871   9.00E-06   6716
8.43E-06   0.999991632   35536   0.913021869   9.00E-06   11210
0.999993089   6.77E-06   15641   0.803180915   9.00E-06   5352
4.07E-06   0.999996121   7672   0.972664016   9.00E-06   2907
0.999991844   8.25E-06   15617   0.951789264   9.00E-06   5264
0.9999913   8.92E-06   10213   0.521371769   9.00E-06   3663
4.78E-06   0.99999509   20580   0.973658052   9.00E-06   6811
5.39E-06   0.999994764   7618   0.979622266   9.00E-06   2905
0.999996405   3.61E-06   5987   0.71222664   9.00E-06   2409
0.999996251   3.88E-06   5645   0.553180915   9.00E-06   2366
4.30E-06   0.999995879   10966   0.976143141   9.00E-06   3920
0.999993347   6.73E-06   7635   0.98111332   9.00E-06   2945
3.82E-06   0.999996104   7672   0.972166998   9.00E-06   2913
0.999992269   7.70E-06   47885   0.93638171   9.00E-06   15075
0.999995762   4.30E-06   15617   0.902087475   9.00E-06   5312
0.99999286   7.24E-06   7707   0.488071571   9.00E-06   2964
0.999995408   4.50E-06   5645   0.583499006   9.00E-06   2340
0.999996557   3.21E-06   15823   0.550695825   9.00E-06   5394
0.999991202   8.92E-06   7591   0.86083499   9.00E-06   2916
7.09E-06   0.9999927   47602   0.910039761   9.00E-06   14754
7.27E-06   0.999992851   8118   0.961729622   9.00E-06   3069
0.999991566   8.45E-06   12237   0.903578529   9.00E-06   4314
8.04E-06   0.999992188   17888   0.945328032   9.00E-06   5962
0.999997182   2.82E-06   46735   0.827037773   9.00E-06   14617
0.99999258   7.61E-06   5569   0.760437376   9.00E-06   2319
0.999991261   8.10E-06   27699   0.693836978   9.00E-06   8894
0.999992746   7.26E-06   7379   0.734095427   9.00E-06   2822
0.999996772   3.22E-06   5827   0.507952286   9.00E-06   2412
6.66E-06   0.999993522   3264   0.961729622   9.00E-06   1613
0.999991417   8.52E-06   5271   0.761928429   9.00E-06   2238
0.99999127   8.85E-06   9781   0.821570577   9.00E-06   3646
5.16E-06   0.999994983   4092   0.958250497   9.00E-06   1870
8.10E-06   0.999991264   8118   0.923459245   9.00E-06   3048
7.70E-06   0.999992656   7672   0.967196819   9.00E-06   2974
1.69E-06   0.999998352   5936   0.81361829   9.00E-06   2451
7.72E-06   0.999992003   18114   0.978131213   9.00E-06   6474
0.999995145   4.92E-06   15641   0.578528827   9.00E-06   5351
7.92E-06   0.999991957   5736   0.772365805   9.00E-06   2362
7.33E-06   0.999992194   17668   0.960735586   9.00E-06   5930
0.999992477   7.51E-06   18501   0.701292247   9.00E-06   6228
0.999994037   6.28E-06   12803   0.916003976   9.00E-06   4451
0.999992968   7.28E-06   5055   0.487574553   9.00E-06   2197
0.999996518   3.19E-06   5827   0.487574553   9.00E-06   2422
8.17E-06   0.999991959   9814   0.712723658   9.00E-06   3647
0.999994171   5.86E-06   2787   0.583001988   9.00E-06   1476
8.69E-06   0.999991578   1908   0.976143141   9.00E-06   1229
0.999992233   8.10E-06   30213   0.948310139   9.00E-06   9734
519341
0.999994729   5.37E-06   27893   0.928429423   8.00E-06   8920
0.999995391   4.60E-06   5827   0.634691849   8.00E-06   2424
0.999992369   7.51E-06   5621   0.935387674   8.00E-06   2344
0.999995   5.09E-06   15617   0.893638171   8.00E-06   5283
7.09E-06   0.999993001   10416   0.946819085   8.00E-06   3797
0.999992066   7.84E-06   7591   0.914015905   8.00E-06   2950
7.55E-06   0.999992392   5978   0.792743539   8.00E-06   2450
0.999993109   7.00E-06   5287   0.933399602   8.00E-06   2261
7.11E-06   0.999992848   3074   0.923956262   8.00E-06   1575
6.06E-06   0.999993749   9460   0.946322068   8.00E-06   3542
0.999996118   3.94E-06   5569   0.830019881   8.00E-06   2360
7.64E-06   0.999992125   19456   0.98111332   8.00E-06   6480
0.99999369   6.29E-06   2787   0.718190855   8.00E-06   1488
5.31E-06   0.999994796   7694   0.97166998   8.00E-06   2972
0.999993186   6.79E-06   23145   0.854373757   8.00E-06   7622
2.18E-06   0.999997787   7672   0.951292247   8.00E-06   2936
5.15E-06   0.999994984   7672   0.972664016   8.00E-06   2986
0.999994958   4.96E-06   15515   0.728131213   8.00E-06   5373
0.999994339   5.45E-06   9781   0.745526839   8.00E-06   3624
0.999993479   6.48E-06   47691   0.9055666   8.00E-06   14949
0.999992396   7.70E-06   22779   0.927932406   8.00E-06   7411
0.999996089   3.97E-06   15551   0.933399602   8.00E-06   5297
0.999993271   6.72E-06   7591   0.924950298   8.00E-06   2966
0.999992786   7.15E-06   9615   0.638667992   8.00E-06   3565
0.999994855   5.21E-06   4299   0.660536779   8.00E-06   1952
3.31E-06   0.999996676   7672   0.866799205   8.00E-06   2982
0.999994982   5.10E-06   27771   0.838966203   8.00E-06   8938
0.999992891   7.24E-06   19639   0.861332008   8.00E-06   6528
0.999994914   5.15E-06   2787   0.495029821   8.00E-06   1464
2.52E-06   0.999997306   4508   0.965208748   8.00E-06   2011
0.999994202   6.03E-06   20211   0.906560636   8.00E-06   6754
7.68E-06   0.999992321   5644   0.946322068   8.00E-06   2308
0.999992667   7.65E-06   5987   0.771868787   8.00E-06   2434
0.999994117   5.93E-06   12783   0.861829026   8.00E-06   4478
0.999993514   6.66E-06   39763   0.900596421   8.00E-06   12439
5.09E-06   0.999994915   7604   0.955765408   8.00E-06   2911
0.999994394   5.91E-06   18417   0.865308151   8.00E-06   6102
0.999993476   6.45E-06   35653   0.974652087   8.00E-06   11298
7.23E-06   0.999992298   7672   0.977634195   8.00E-06   2972
7.25E-06   0.99999221   7672   0.979622266   8.00E-06   2945
0.999995484   4.57E-06   5271   0.69582505   8.00E-06   2240
6.60E-06   0.999993309   33266   0.903578529   8.00E-06   10697
3.87E-06   0.999996116   15994   0.978628231   8.00E-06   5441
0.999996095   4.16E-06   2787   0.511928429   8.00E-06   1507
7.16E-06   0.9999934   4092   0.975149105   8.00E-06   1878
0.999992775   6.90E-06   7707   0.806163022   8.00E-06   3586
0.99999309   7.11E-06   4833   0.630218688   8.00E-06   2774
6.63E-06   0.999993437   17668   0.947813121   8.00E-06   7513
3.27E-06   0.999996795   4830   0.891153082   8.00E-06   2805
0.999996147   3.68E-06   6507   0.690357853   8.00E-06   3334
0.999995242   4.72E-06   7707   0.546222664   8.00E-06   3829
0.999993472   6.44E-06   15565   0.896620278   8.00E-06   6772
0.999995385   4.65E-06   5827   0.541252485   8.00E-06   3172
7.56E-06   0.99999241   7672   0.968687873   8.00E-06   3745
6.20E-06   0.999993957   9460   0.975646123   8.00E-06   4429
6.29E-06   0.999993458   13260   0.96471173   8.00E-06   5879
0.999993099   7.19E-06   5987   0.670974155   8.00E-06   3149
0.999994255   5.73E-06   5987   0.720178926   8.00E-06   3159
0.999997977   2.03E-06   20927   0.636182903   8.00E-06   8740
0.999999398   5.96E-07   10185   0.49055666   8.00E-06   4707
3.51E-06   0.999996644   7604   0.796719682   8.00E-06   3739
0.999994439   5.76E-06   5823   0.891650099   8.00E-06   3112
0.999993352   6.43E-06   20793   0.962723658   8.00E-06   8654
0.999993452   6.48E-06   5827   0.588966203   8.00E-06   3107
3.44E-06   0.999996412   7618   0.895129225   8.00E-06   3917
0.999993981   5.96E-06   7481   0.842942346   8.00E-06   3793
0.999994799   4.88E-06   15987   0.645626243   8.00E-06   7080
0.999993095   7.00E-06   5827   0.656560636   8.00E-06   3235
0.999994319   5.80E-06   7635   0.980616302   8.00E-06   3849
0.999993593   6.40E-06   15057   0.756461233   8.00E-06   6706
4.80E-06   0.999995082   8118   0.953777336   8.00E-06   4064
0.99999384   6.22E-06   5647   0.925944334   8.00E-06   3186
6.51E-06   0.999993274   20962   0.864314115   8.00E-06   8916
0.999995678   4.13E-06   5827   0.49055666   8.00E-06   3155
7.19E-06   0.999992952   9828   0.940854871   8.00E-06   4703
0.999994854   5.31E-06   40209   0.899602386   8.00E-06   16144
4.05E-06   0.999995968   19966   0.8444334   8.00E-06   8387
0.999994582   5.29E-06   5621   0.901590457   8.00E-06   3075
0.999993964   6.16E-06   7379   0.836978131   8.00E-06   3671
2.66E-06   0.999997509   5936   0.741550696   8.00E-06   3165
6.46E-06   0.999993132   4092   0.900596421   8.00E-06   2477
5.61E-06   0.999994561   4830   0.793737575   8.00E-06   2735
0.999992345   7.84E-06   16181   0.65805169   8.00E-06   6959
7.09E-06   0.999992953   10966   0.866302187   8.00E-06   5077
6.52E-06   0.999993553   1908   0.966699801   8.00E-06   1643
7.22E-06   0.999992804   7604   0.948807157   8.00E-06   3844
5.81E-06   0.999994078   7672   0.980119284   8.00E-06   3865
0.999992681   7.27E-06   10221   0.92445328   8.00E-06   4732
0.999992155   7.92E-06   2787   0.689363817   8.00E-06   2000
0.999995467   4.40E-06   17437   0.88667992   8.00E-06   7464
4.35E-06   0.999995301   10250   0.960238569   8.00E-06   4822
7.32E-06   0.999992471   18300   0.976640159   8.00E-06   7813
3.75E-06   0.999996056   13260   0.970178926   8.00E-06   6014
0.999992993   7.07E-06   25563   0.823558648   8.00E-06   10647
1.53E-06   0.999998524   7672   0.973161034   8.00E-06   3795
0.999995502   4.54E-06   47691   0.943836978   8.00E-06   18753
0.999992447   7.82E-06   13153   0.906560636   8.00E-06   5913
0.999992065   7.74E-06   9657   0.555666004   8.00E-06   4496
0.99999235   7.78E-06   2787   0.833996024   8.00E-06   1992
484147
5.38E-06   0.999994505   18466   0.972166998   7.00E-06   7888
0.999994208   5.94E-06   27907   0.954771372   7.00E-06   11415
0.99999348   6.65E-06   24285   0.858349901   7.00E-06   10094
0.999996098   3.86E-06   25639   0.902584493   7.00E-06   10445
5.23E-06   0.999994912   32354   0.950795229   7.00E-06   13033
0.999993468   6.27E-06   5647   0.766898608   7.00E-06   3065
0.999995978   3.91E-06   5827   0.605367793   7.00E-06   3141
0.999997067   3.04E-06   5569   0.787276342   7.00E-06   3032
0.99999312   6.95E-06   7591   0.821073559   7.00E-06   3759
6.09E-06   0.999994037   7888   0.972664016   7.00E-06   3935
5.47E-06   0.999994743   8118   0.841451292   7.00E-06   4029
5.57E-06   0.999994295   7602   0.959741551   7.00E-06   3777
0.999997887   2.09E-06   2787   0.669483101   7.00E-06   2054
4.59E-06   0.999995441   10966   0.881709742   7.00E-06   5271
0.999994247   5.80E-06   15617   0.885685885   7.00E-06   6986
0.999994222   5.69E-06   5569   0.758449304   7.00E-06   3062
0.999993121   6.75E-06   47691   0.830516899   7.00E-06   18894
6.60E-06   0.99999359   19456   0.968190855   7.00E-06   8159
0.999993184   6.61E-06   19813   0.916003976   7.00E-06   8398
0.999994364   5.49E-06   5569   0.73359841   7.00E-06   3042
5.28E-06   0.999994834   10966   0.9527833   7.00E-06   5081
5.65E-06   0.999994577   10966   0.855864811   7.00E-06   5054
5.79E-06   0.999994228   30958   0.985089463   7.00E-06   12575
4.34E-06   0.999995618   10966   0.975646123   7.00E-06   5000
0.999993331   6.68E-06   17703   0.810636183   7.00E-06   7565
0.999997913   2.08E-06   2787   0.786282306   7.00E-06   1948
0.999996538   3.58E-06   25613   0.872266402   7.00E-06   10525
4.86E-06   0.999995194   4092   0.899105368   7.00E-06   2471
5.76E-06   0.999994181   45982   0.958747515   7.00E-06   18207
0.999993817   6.21E-06   17911   0.966699801   7.00E-06   7779
5.88E-06   0.999994118   4092   0.97415507   7.00E-06   2490
0.999994174   5.85E-06   7437   0.865308151   7.00E-06   3740
5.49E-06   0.999994046   37592   0.79473161   7.00E-06   15191
0.999997252   2.69E-06   5827   0.488071571   7.00E-06   3109
0.999993135   6.74E-06   15565   0.757455268   7.00E-06   6705
0.999993554   6.62E-06   17911   0.954771372   7.00E-06   7615
0.999993763   6.36E-06   60345   0.840954274   7.00E-06   23452
6.46E-06   0.999993618   15994   0.983101392   7.00E-06   6899
6.57E-06   0.999993685   9970   0.819085487   7.00E-06   4648
0.999997226   2.84E-06   15823   0.642644135   7.00E-06   6869
0.999995285   4.71E-06   2191   0.487574553   7.00E-06   1765
0.999994696   5.35E-06   35557   0.941848907   7.00E-06   14297
0.99999459   5.46E-06   5987   0.554671968   7.00E-06   3125
0.999994716   5.30E-06   15617   0.848409543   7.00E-06   6847
2.58E-06   0.999997439   5736   0.829522863   7.00E-06   3094
0.999993882   6.13E-06   5823   0.972166998   7.00E-06   3126
4.87E-06   0.999995038   9460   0.953777336   7.00E-06   4574
0.999995133   4.73E-06   36739   0.730616302   7.00E-06   14843
6.59E-06   0.999993325   7672   0.94333996   7.00E-06   3819
0.999995067   5.13E-06   7707   0.666500994   7.00E-06   3729
0.999993339   6.56E-06   5061   0.678926441   7.00E-06   2856
0.999993165   6.75E-06   5645   0.706759443   7.00E-06   3060
6.80E-06   0.999993116   7602   0.814115308   7.00E-06   3772
0.99999488   5.13E-06   5647   0.87972167   7.00E-06   3025
0.999995685   4.30E-06   47575   0.926441352   7.00E-06   18531
0.999994166   5.83E-06   47691   0.860337972   7.00E-06   18581
3.29E-06   0.999996774   7602   0.970675944   7.00E-06   3756
4.72E-06   0.999994735   9460   0.972166998   7.00E-06   4512
3.98E-06   0.999995917   8118   0.976143141   7.00E-06   3900
6.22E-06   0.999993701   7888   0.975149105   7.00E-06   3875
0.999993556   6.33E-06   5621   0.895626243   7.00E-06   3071
6.82E-06   0.999993123   25758   0.872266402   7.00E-06   10430
3.85E-06   0.999996122   5936   0.949801193   7.00E-06   3151
0.999995367   4.60E-06   17703   0.501988072   7.00E-06   7607
5.08E-06   0.999995056   7604   0.768389662   7.00E-06   4100
0.999995508   4.64E-06   5827   0.62027833   7.00E-06   3196
4.23E-06   0.99999573   4532   0.978131213   7.00E-06   2608
0.999994829   5.24E-06   20361   0.77833002   7.00E-06   8533
0.999994133   5.99E-06   5621   0.919980119   7.00E-06   3051
3.11E-06   0.999996847   10250   0.963220676   7.00E-06   4761
0.999993229   6.84E-06   23971   0.959244533   7.00E-06   9961
5.09E-06   0.99999469   17930   0.892147117   7.00E-06   7555
0.999995074   4.97E-06   15641   0.700298211   7.00E-06   6770
0.999995608   4.54E-06   26743   0.844930417   7.00E-06   10765
0.999995955   4.23E-06   5827   0.549204771   7.00E-06   3094
0.999998881   1.18E-06   11151   0.796719682   7.00E-06   5141
5.42E-06   0.999994651   20598   0.725646123   7.00E-06   8551
0.999993746   6.12E-06   7707   0.690854871   7.00E-06   3840
0.999995351   4.71E-06   57425   0.930914513   7.00E-06   21965
5.91E-06   0.999993879   10966   0.7972167   7.00E-06   4949
0.999993083   6.90E-06   23147   0.922465209   7.00E-06   9529
0.999997514   2.52E-06   5827   0.594930417   7.00E-06   3130
0.999994884   5.08E-06   15237   0.963717694   7.00E-06   6668
6.79E-06   0.999993214   9460   0.976143141   7.00E-06   4447
6.19E-06   0.999993951   17614   0.810636183   7.00E-06   7400
0.999994898   5.13E-06   9773   0.696819085   7.00E-06   4485
0.999993473   6.24E-06   15983   0.878230616   7.00E-06   6884
0.999995593   4.31E-06   25639   0.87972167   7.00E-06   10311
3.68E-06   0.999996522   10882   0.749502982   7.00E-06   4958
5.97E-06   0.999994042   8118   0.977634195   7.00E-06   3958
0.999998685   1.33E-06   7707   0.539761431   7.00E-06   3735
0.999993661   6.33E-06   4833   0.651093439   7.00E-06   2742
0.999995347   4.60E-06   21147   0.781809145   7.00E-06   8705
0.999993931   6.00E-06   10221   0.932902584   7.00E-06   4726
6.81E-06   0.999993223   10602   0.895626243   7.00E-06   4888
0.999994174   5.95E-06   37609   0.788767396   7.00E-06   14900
0.999994493   5.29E-06   5061   0.690854871   7.00E-06   2875
0.999995607   4.45E-06   5827   0.519383698   7.00E-06   3086
4.81E-06   0.999995208   19824   0.959741551   7.00E-06   8255
664270
0.999997873   2.13E-06   30923   0.779324056   6.00E-06   12322
0.999995978   3.97E-06   3931   0.607355865   6.00E-06   2404
0.999994533   5.53E-06   25511   0.778827038   6.00E-06   10418
4.82E-06   0.999995042   5978   0.91749503   6.00E-06   3132
5.75E-06   0.999994201   3766   0.952286282   6.00E-06   2355
0.999994816   5.27E-06   36495   0.949304175   6.00E-06   14381
0.999994392   5.57E-06   3157   0.924950298   6.00E-06   2122
5.34E-06   0.999994642   57598   0.950298211   6.00E-06   22261
0.999994604   5.09E-06   12783   0.832007952   6.00E-06   5693
0.999995766   4.32E-06   7863   0.962723658   6.00E-06   3821
4.68E-06   0.99999537   29820   0.975646123   6.00E-06   11836
0.999994126   5.91E-06   47825   0.894135189   6.00E-06   18718
0.999994858   5.21E-06   15551   0.973161034   6.00E-06   6639
1.94E-06   0.999998023   7602   0.758449304   6.00E-06   3734
0.999995546   4.29E-06   5979   0.656560636   6.00E-06   3111
0.999994892   5.00E-06   13541   0.846918489   6.00E-06   5859
0.99999852   1.47E-06   25511   0.65805169   6.00E-06   10352
0.999994217   5.73E-06   5987   0.791749503   6.00E-06   3142
4.96E-06   0.999994903   19972   0.977634195   6.00E-06   8348
0.999995314   4.54E-06   19639   0.957256461   6.00E-06   8313
0.999995155   4.78E-06   35635   0.801689861   6.00E-06   14174
0.999996049   3.97E-06   10651   0.821570577   6.00E-06   4885
5.89E-06   0.999994282   8118   0.980119284   6.00E-06   3923
0.999995511   4.48E-06   19607   0.800695825   6.00E-06   8213
5.15E-06   0.999994829   7602   0.77833002   6.00E-06   3698
5.76E-06   0.99999425   14910   0.921968191   6.00E-06   6474
0.999994682   5.31E-06   12783   0.744532803   6.00E-06   5642
2.67E-06   0.999997351   4532   0.979622266   6.00E-06   2631
0.999995021   5.06E-06   5827   0.536779324   6.00E-06   3084
0.999998471   1.49E-06   15617   0.880218688   6.00E-06   6730
0.999994824   5.46E-06   8955   0.869781312   6.00E-06   4234
5.23E-06   0.999994624   20598   0.873260437   6.00E-06   8522
0.999994397   5.56E-06   27583   0.902584493   6.00E-06   11074
0.999996606   3.43E-06   7901   0.870775348   6.00E-06   3832
3.22E-06   0.999996895   13260   0.977137177   6.00E-06   5881
6.00E-06   0.999994189   10584   0.949801193   6.00E-06   4777
0.999998392   1.65E-06   12843   0.839960239   6.00E-06   5700
2.46E-06   0.999997589   4508   0.978628231   6.00E-06   2571
0.999994262   5.52E-06   50349   0.953777336   6.00E-06   19664
0.999994063   5.98E-06   37011   0.925944334   6.00E-06   14876
0.999996265   3.48E-06   20217   0.909045726   6.00E-06   8367
2.98E-06   0.99999705   5642   0.951789264   6.00E-06   3014
5.51E-06   0.999994381   17920   0.963717694   6.00E-06   7570
0.999995473   4.48E-06   5061   0.76640159   6.00E-06   2820
0.999997915   2.14E-06   5987   0.57306163   6.00E-06   3136
2.40E-06   0.999997446   4092   0.886182903   6.00E-06   2507
0.999995632   4.33E-06   20647   0.953777336   6.00E-06   8679
0.999994469   5.67E-06   27699   0.883697813   6.00E-06   11159
0.999998133   1.86E-06   15515   0.668489066   6.00E-06   6715
3.42E-06   0.999996635   7672   0.979125249   6.00E-06   3772
0.999994309   5.78E-06   50199   0.861829026   6.00E-06   19511
0.999995847   4.20E-06   2847   0.753479125   6.00E-06   2000
3.89E-06   0.999996091   7602   0.976143141   6.00E-06   3781
0.999997469   2.64E-06   15515   0.770874751   6.00E-06   6698
0.999995197   4.76E-06   10221   0.936878728   6.00E-06   4691
5.65E-06   0.999994155   20962   0.878230616   6.00E-06   8753
3.66E-06   0.999996378   4508   0.897614314   6.00E-06   2571
0.999994138   5.85E-06   2969   0.831013917   6.00E-06   2047
0.999994964   4.54E-06   5827   0.52584493   6.00E-06   3154
0.999994234   5.68E-06   15983   0.838469185   6.00E-06   6790
4.62E-06   0.999995423   9460   0.964214712   6.00E-06   4502
0.999994399   5.53E-06   17587   0.93638171   6.00E-06   7485
0.999995647   4.51E-06   2969   0.875745527   6.00E-06   2075
0.999995095   5.03E-06   29767   0.776838966   6.00E-06   11983
0.999994593   5.36E-06   10221   0.91749503   6.00E-06   4727
0.999994077   5.96E-06   3503   0.691848907   6.00E-06   2238
4.17E-06   0.999995771   5978   0.961232604   6.00E-06   3135
2.85E-06   0.999997036   7672   0.967693837   6.00E-06   3764
0.99999666   3.44E-06   20361   0.704771372   6.00E-06   8526
5.40E-06   0.999994582   29452   0.973658052   6.00E-06   11703
0.999997735   2.19E-06   30357   0.847415507   6.00E-06   12205
0.999994819   5.37E-06   5061   0.585487078   6.00E-06   2807
2.75E-06   0.999997225   20948   0.910039761   6.00E-06   8847
0.999996849   2.95E-06   5827   0.660039761   6.00E-06   3150
0.999995818   4.38E-06   22839   0.800198807   6.00E-06   9454
5.49E-06   0.999994708   14826   0.816600398   6.00E-06   6439
0.999996525   3.49E-06   16503   0.799204771   6.00E-06   7204
0.999995039   5.09E-06   48263   0.907554672   6.00E-06   19090
0.99999552   4.42E-06   20217   0.910039761   6.00E-06   8446
0.999994874   5.04E-06   31507   0.963220676   6.00E-06   12666
0.99999452   5.36E-06   20361   0.821073559   6.00E-06   8566
0.999995243   4.86E-06   17437   0.941848907   6.00E-06   7437
4.18E-06   0.999995705   7602   0.697316103   6.00E-06   3756
0.999994997   4.89E-06   5901   0.798210736   6.00E-06   3147
2.82E-06   0.999997214   29820   0.936878728   6.00E-06   11935
0.999996823   3.04E-06   7707   0.514910537   6.00E-06   3806
0.999994707   5.46E-06   20311   0.934393638   6.00E-06   8456
5.81E-06   0.999994289   10602   0.940854871   6.00E-06   4861
0.999994185   5.79E-06   5827   0.521868787   6.00E-06   3091
0.999994703   5.46E-06   5621   0.927435388   6.00E-06   3052
0.999998812   1.16E-06   4291   0.513916501   6.00E-06   2501
0.999994053   5.81E-06   7707   0.735586481   6.00E-06   3843
0.99999805   1.99E-06   4271   0.608349901   6.00E-06   2521
0.999995292   4.62E-06   50613   0.921471173   6.00E-06   19735
1.61E-06   0.999998446   7604   0.866799205   6.00E-06   3815
0.999996588   3.53E-06   5647   0.808151093   6.00E-06   3030
0.999995039   5.17E-06   30357   0.8444334   6.00E-06   12235
3.81E-06   0.999996298   9828   0.98359841   6.00E-06   4606
0.999995738   4.30E-06   39763   0.768389662   6.00E-06   15791
693911
4.13E-06   0.999995894   4532   0.98111332   5.00E-06   2588
3.49E-06   0.999996471   20246   0.979125249   5.00E-06   8494
0.999996992   2.89E-06   5645   0.549204771   5.00E-06   3029
3.58E-06   0.999996292   13070   0.970178926   5.00E-06   5819
0.999997181   2.86E-06   33169   0.980616302   5.00E-06   13266
0.999996154   3.74E-06   5987   0.687872763   5.00E-06   3203
0.999996088   4.09E-06   5823   0.80666004   5.00E-06   3103
0.999995814   4.20E-06   3503   0.549701789   5.00E-06   2237
4.91E-06   0.999995196   7672   0.973658052   5.00E-06   3812
3.90E-06   0.999996059   7672   0.977634195   5.00E-06   3814
3.78E-06   0.999996133   14826   0.866302187   5.00E-06   6473
0.999995059   4.86E-06   12783   0.621769384   5.00E-06   5789
4.58E-06   0.999995277   10966   0.800695825   5.00E-06   5049
0.999995778   4.66E-06   10221   0.921968191   5.00E-06   4908
0.999995948   4.05E-06   5827   0.592942346   5.00E-06   3233
0.999996385   3.64E-06   5827   0.69582505   5.00E-06   3155
0.99999701   2.91E-06   40353   0.859840954   5.00E-06   16367
4.69E-06   0.999995298   5936   0.919980119   5.00E-06   3203
1.42E-06   0.999998569   20948   0.970675944   5.00E-06   8837
0.999995173   4.84E-06   15823   0.661530815   5.00E-06   6881
2.52E-06   0.999997551   29452   0.955765408   5.00E-06   12007
0.999997583   2.33E-06   2787   0.525347913   5.00E-06   1990
0.999996445   3.53E-06   12843   0.842942346   5.00E-06   5750
0.999995493   4.49E-06   13143   0.957256461   5.00E-06   5894
3.16E-06   0.999996806   10966   0.753976143   5.00E-06   5035
1.68E-06   0.999998321   11136   0.973161034   5.00E-06   5134
3.90E-06   0.999996152   17668   0.94333996   5.00E-06   7644
0.999996108   3.90E-06   7379   0.819582505   5.00E-06   3858
0.999995129   4.70E-06   37695   0.923956262   5.00E-06   15111
0.999995187   4.83E-06   12783   0.817594433   5.00E-06   5885
4.94E-06   0.999995059   54072   0.921968191   5.00E-06   21592
4.47E-06   0.999995556   19456   0.972664016   5.00E-06   8330
3.74E-06   0.999996253   49954   0.719184891   5.00E-06   20336
3.58E-06   0.999996436   27610   0.969681909   5.00E-06   11462
3.57E-06   0.999996427   9828   0.978628231   5.00E-06   4745
0.999996073   3.93E-06   20311   0.933399602   5.00E-06   8857
4.33E-06   0.999995571   40494   0.966202783   5.00E-06   16094
0.999998127   1.98E-06   10221   0.880218688   5.00E-06   4909
0.999995869   4.08E-06   22841   0.936878728   5.00E-06   9702
0.999996769   3.21E-06   15617   0.922962227   5.00E-06   6963
0.999995554   4.42E-06   5371   0.632703777   5.00E-06   2997
0.999995798   4.03E-06   11519   0.942345924   5.00E-06   5362
0.9999969   3.24E-06   50205   0.915506958   5.00E-06   19922
0.99999573   4.22E-06   7707   0.744532803   5.00E-06   3909
0.999997246   2.65E-06   27699   0.773856859   5.00E-06   11610
3.68E-06   0.999996528   10152   0.972166998   5.00E-06   4832
4.65E-06   0.999995394   10882   0.978131213   5.00E-06   5167
0.99999667   3.25E-06   13807   0.984592445   5.00E-06   6286
0.999996479   3.48E-06   47543   0.664015905   5.00E-06   18783
4.42E-06   0.999995295   10966   0.982604374   5.00E-06   5076
3.78E-06   0.999996224   18114   0.965705765   5.00E-06   7662
0.999998122   1.87E-06   15515   0.744035785   5.00E-06   6761
3.99E-06   0.999996257   4086   0.660536779   5.00E-06   2431
0.999996392   3.70E-06   5827   0.559145129   5.00E-06   3140
1.98E-06   0.999998059   7672   0.966202783   5.00E-06   3810
4.37E-06   0.999995763   7592   0.970675944   5.00E-06   3740
0.999995383   4.72E-06   14291   0.859840954   5.00E-06   6331
0.999996584   3.37E-06   7591   0.899602386   5.00E-06   3880
4.63E-06   0.999995422   7618   0.95526839   5.00E-06   3898
0.999995543   4.41E-06   9775   0.759940358   5.00E-06   4588
0.999998186   1.82E-06   5569   0.63667992   5.00E-06   3045
4.12E-06   0.999995953   27884   0.904075547   5.00E-06   11406
0.999999301   6.93E-07   5827   0.499005964   5.00E-06   3187
3.28E-06   0.999996861   10952   0.903081511   5.00E-06   5136
0.999996284   3.73E-06   15551   0.949801193   5.00E-06   6912
4.36E-06   0.999995588   7924   0.954771372   5.00E-06   3994
0.99999504   4.96E-06   47899   0.977137177   5.00E-06   19039
0.999996663   3.43E-06   5055   0.504473161   5.00E-06   2834
4.29E-06   0.999995819   48102   0.97415507   5.00E-06   19288
4.73E-06   0.999995394   7672   0.979125249   5.00E-06   3873
3.91E-06   0.999996128   33138   0.975646123   5.00E-06   13612
0.999995155   4.79E-06   10221   0.938866799   5.00E-06   4914
2.55E-06   0.999997464   17326   0.826043738   5.00E-06   7492
0.999995238   4.82E-06   16403   0.927435388   5.00E-06   7368
0.999996932   2.93E-06   3931   0.656063618   5.00E-06   2463
0.999995056   4.65E-06   5827   0.621769384   5.00E-06   3154
0.999996336   3.71E-06   15551   0.969184891   5.00E-06   6928
3.17E-06   0.999996492   18114   0.962723658   5.00E-06   7897
2.70E-06   0.999997317   10416   0.937375746   5.00E-06   5024
5.94E-07   0.999999414   10966   0.884194831   5.00E-06   5100
0.999995199   4.89E-06   8279   0.93389662   5.00E-06   4129
2.99E-06   0.999997065   27610   0.977634195   5.00E-06   11628
0.999996505   3.47E-06   15281   0.890159046   5.00E-06   6693
0.999997203   2.73E-06   4271   0.551192843   5.00E-06   2576
4.50E-06   0.999995397   21586   0.818091451   5.00E-06   9129
4.13E-06   0.999995968   27610   0.960735586   5.00E-06   11263
0.999996721   3.31E-06   7655   0.703777336   5.00E-06   3810
0.999996203   3.83E-06   15617   0.837972167   5.00E-06   6761
4.99E-06   0.999995241   10966   0.834493042   5.00E-06   5050
0.999996454   3.40E-06   12783   0.897117296   5.00E-06   5724
3.17E-06   0.999996726   3778   0.966699801   5.00E-06   2321
0.999997264   2.84E-06   5827   0.536282306   5.00E-06   3094
0.999995005   4.96E-06   17703   0.935884692   5.00E-06   7559
3.69E-06   0.999996282   7602   0.818091451   5.00E-06   3781
0.999999034   9.86E-07   5987   0.650596421   5.00E-06   3187
0.999996026   3.93E-06   13933   0.940357853   5.00E-06   6264
4.42E-06   0.999995635   13260   0.968190855   5.00E-06   5980
0.999997523   2.45E-06   2787   0.633200795   5.00E-06   2038
0.999995748   4.14E-06   10221   0.916003976   5.00E-06   4836
673233
0.999998068   1.91E-06   5987   0.634194831   4.00E-06   3198
0.999996643   3.18E-06   15983   0.820576541   4.00E-06   7019
0.999997625   2.31E-06   15823   0.626242545   4.00E-06   7002
0.999997656   2.32E-06   17703   0.747017893   4.00E-06   7552
0.999996251   3.74E-06   47421   0.876242545   4.00E-06   19024
0.999997109   2.91E-06   18275   0.910536779   4.00E-06   7904
0.999997321   2.68E-06   15617   0.896620278   4.00E-06   6843
0.99999674   3.21E-06   37695   0.903081511   4.00E-06   15167
1.72E-06   0.999998188   9460   0.961232604   4.00E-06   4501
0.999997469   2.56E-06   20211   0.808151093   4.00E-06   8555
0.999996269   3.68E-06   77887   0.980616302   4.00E-06   30089
2.90E-06   0.999997126   18480   0.952286282   4.00E-06   7911
0.999997249   2.68E-06   15283   0.937872763   4.00E-06   6729
0.999996506   3.53E-06   27893   0.940854871   4.00E-06   11392
2.06E-06   0.999998096   19824   0.961232604   4.00E-06   8419
2.83E-06   0.99999729   30836   0.961232604   4.00E-06   12612
3.63E-06   0.999996359   28110   0.979622266   4.00E-06   11587
0.999996321   3.58E-06   9615   0.618787276   4.00E-06   4620
2.58E-06   0.999997412   27610   0.938369781   4.00E-06   11339
2.41E-06   0.999997648   20948   0.963220676   4.00E-06   8924
7.23E-07   0.999999281   17920   0.958250497   4.00E-06   7793
0.999997289   2.67E-06   12783   0.762922465   4.00E-06   5816
3.17E-06   0.999997009   20598   0.980119284   4.00E-06   8644
0.999996034   3.90E-06   2969   0.839960239   4.00E-06   2040
0.999997487   2.53E-06   7635   0.976143141   4.00E-06   3777
3.60E-06   0.999996388   44500   0.973161034   4.00E-06   18001
0.999997407   2.48E-06   10365   0.792246521   4.00E-06   4872
0.999996285   3.67E-06   25561   0.965208748   4.00E-06   10467
0.999996829   3.27E-06   10221   0.893638171   4.00E-06   4757
0.999996066   3.97E-06   27433   0.919483101   4.00E-06   11203
2.52E-06   0.999997441   27322   0.957753479   4.00E-06   11147
1.34E-06   0.999998676   29786   0.922962227   4.00E-06   12057
0.999997454   2.56E-06   30041   0.865308151   4.00E-06   12014
0.999996745   3.25E-06   17703   0.844930417   4.00E-06   7611
0.999996801   3.15E-06   27699   0.90805169   4.00E-06   11529
0.999996571   3.38E-06   10107   0.532306163   4.00E-06   4686
0.999996533   3.48E-06   10221   0.951789264   4.00E-06   4779
3.31E-06   0.999996736   24084   0.957753479   4.00E-06   9829
0.999998274   1.75E-06   18987   0.715208748   4.00E-06   7937
0.999997016   2.95E-06   7635   0.982107356   4.00E-06   3759
2.45E-06   0.999997511   7934   0.827534791   4.00E-06   3851
0.999996767   3.13E-06   27853   0.957256461   4.00E-06   11333
0.999998191   1.74E-06   15617   0.91500994   4.00E-06   6716
0.999996044   3.97E-06   2787   0.492047714   4.00E-06   2027
0.999996141   3.75E-06   7543   0.63667992   4.00E-06   3718
0.999996247   3.84E-06   21135   0.86083499   4.00E-06   8786
3.77E-06   0.999996239   7672   0.840457256   4.00E-06   3868
0.999997241   2.69E-06   13153   0.906063618   4.00E-06   5851
0.999996407   3.59E-06   7795   0.79473161   4.00E-06   3859
0.999996363   3.65E-06   35557   0.923459245   4.00E-06   14128
3.93E-06   0.999996007   17614   0.961232604   4.00E-06   7455
2.98E-06   0.999996935   19824   0.955765408   4.00E-06   8266
0.999996155   3.92E-06   10365   0.761928429   4.00E-06   4761
3.14E-06   0.999996922   58450   0.980616302   4.00E-06   22589
0.999996778   3.18E-06   10945   0.878230616   4.00E-06   4946
0.999996496   3.67E-06   10221   0.939860835   4.00E-06   4713
0.999997695   2.35E-06   25819   0.812624254   4.00E-06   10511
0.999996348   3.80E-06   20647   0.949304175   4.00E-06   8648
3.91E-06   0.999996149   13070   0.871272366   4.00E-06   5777
0.99999618   3.84E-06   97805   0.903081511   4.00E-06   -98728
0.999996395   3.49E-06   17617   0.963717694   4.00E-06   7524
2.63E-06   0.99999745   20962   0.735586481   4.00E-06   8889
3.20E-06   0.999996631   7604   0.793240557   4.00E-06   3699
0.999996029   3.93E-06   33145   0.947316103   4.00E-06   13041
0.999996076   3.93E-06   25511   0.833499006   4.00E-06   10295
0.999996913   3.09E-06   55239   0.950298211   4.00E-06   21135
2.59E-06   0.999997342   10966   0.822564612   4.00E-06   5069
0.999996354   3.66E-06   22779   0.938866799   4.00E-06   9616
0.999997241   2.79E-06   36739   0.781809145   4.00E-06   15035
0.99999706   3.00E-06   7635   0.980616302   4.00E-06   3786
1.60E-06   0.999998364   9460   0.97415507   4.00E-06   4487
0.999997848   2.22E-06   31143   0.933399602   4.00E-06   12416
0.999997102   2.92E-06   5987   0.827037773   4.00E-06   3122
0.999996457   3.55E-06   5621   0.880218688   4.00E-06   3014
3.15E-06   0.999996803   18114   0.974652087   4.00E-06   7596
0.999997258   2.76E-06   15565   0.822564612   4.00E-06   6750
0.999996049   3.86E-06   15983   0.756461233   4.00E-06   6939
0.999997903   2.08E-06   15643   0.684393638   4.00E-06   6909
3.36E-06   0.999996596   30958   0.842942346   4.00E-06   12760
0.999998196   1.83E-06   25613   0.872266402   4.00E-06   10690
0.999996143   3.92E-06   9781   0.843936382   4.00E-06   4554
0.999996714   3.22E-06   37889   0.965705765   4.00E-06   15024
0.999997224   2.75E-06   17683   0.923956262   4.00E-06   7561
3.17E-06   0.999997062   17600   0.754970179   4.00E-06   7720
0.999997324   2.61E-06   33925   0.90805169   4.00E-06   13930
0.999998352   1.69E-06   5987   0.561630219   4.00E-06   3242
3.65E-06   0.999996418   37666   0.935387674   4.00E-06   15250
3.77E-06   0.999996121   19970   0.792246521   4.00E-06   8386
0.999996976   2.99E-06   70197   0.946322068   4.00E-06   27117
0.999997909   2.14E-06   25639   0.8444334   4.00E-06   10735
0.999996416   3.61E-06   19769   0.829025845   4.00E-06   8365
3.37E-06   0.999996638   94794   0.94333996   4.00E-06   35685
0.999998946   9.89E-07   7543   0.493538767   4.00E-06   3753
3.97E-06   0.999996097   19966   0.691848907   4.00E-06   8332
0.999996534   3.44E-06   20647   0.960238569   4.00E-06   8675
0.999996699   3.50E-06   7601   0.877733598   4.00E-06   3794
0.999996224   3.62E-06   5987   0.669980119   4.00E-06   3161
2.83E-06   0.999997142   27610   0.883200795   4.00E-06   11163
0.999996682   3.43E-06   5645   0.513419483   4.00E-06   3039
778438
0.999997711   2.29E-06   21147   0.859840954   3.00E-06   8807
2.57E-06   0.999997314   20948   0.95526839   3.00E-06   8841
0.99999728   2.55E-06   20217   0.940854871   3.00E-06   8505
1.07E-06   0.999998948   9460   0.982107356   3.00E-06   4374
2.72E-06   0.999997154   7672   0.965208748   3.00E-06   3805
0.999997112   2.87E-06   45629   0.829522863   3.00E-06   17923
0.99999858   1.48E-06   23145   0.85139165   3.00E-06   9680
0.99999867   1.38E-06   30357   0.840954274   3.00E-06   12325
2.20E-06   0.999997902   20962   0.800695825   3.00E-06   8732
0.999997613   2.28E-06   25511   0.652087475   3.00E-06   10375
0.999997301   2.79E-06   7707   0.847415507   3.00E-06   3778
0.999998562   1.45E-06   15617   0.874254473   3.00E-06   6691
2.01E-06   0.999997994   17668   0.960735586   3.00E-06   7477
0.999997712   2.28E-06   5569   0.523856859   3.00E-06   3067
8.88E-07   0.999999156   7602   0.949304175   3.00E-06   3776
0.999998474   1.56E-06   20445   0.724652087   3.00E-06   8441
2.79E-06   0.999997272   107564   0.87027833   3.00E-06   40792
0.999997597   2.33E-06   25613   0.951292247   3.00E-06   10424
0.99999742   2.55E-06   5827   0.585984095   3.00E-06   3102
0.99999802   2.01E-06   34195   0.97166998   3.00E-06   13758
0.999997869   2.03E-06   13143   0.915506958   3.00E-06   5733
0.999997746   2.25E-06   27551   0.590954274   3.00E-06   11246
2.63E-06   0.999997289   19966   0.704274354   3.00E-06   8291
0.999997705   2.38E-06   31143   0.858846918   3.00E-06   12592
2.99E-06   0.99999703   43134   0.980119284   3.00E-06   16877
2.92E-06   0.999997163   70942   0.852882704   3.00E-06   27202
2.11E-06   0.999997807   47890   0.937872763   3.00E-06   19050
2.29E-06   0.999997697   53166   0.979125249   3.00E-06   21637
0.999998698   1.25E-06   5645   0.608846918   3.00E-06   3148
2.43E-06   0.99999771   28110   0.96222664   3.00E-06   11787
2.79E-06   0.999997251   6116   0.817097416   3.00E-06   3236
0.999997851   2.19E-06   16513   0.942842942   3.00E-06   7307
0.999997115   2.89E-06   17623   0.966202783   3.00E-06   7690
2.53E-06   0.999997628   30958   0.864314115   3.00E-06   12904
0.999999021   9.78E-07   25613   0.916500994   3.00E-06   10866
1.19E-06   0.999998826   17600   0.859343936   3.00E-06   7801
0.999997275   2.61E-06   20361   0.777335984   3.00E-06   8965
0.999998318   1.64E-06   38973   0.839463221   3.00E-06   15942
0.999997241   2.63E-06   70341   0.873260437   3.00E-06   28262
2.87E-06   0.999997187   7602   0.979622266   3.00E-06   3913
0.999998319   1.61E-06   17187   0.934393638   3.00E-06   7655
1.98E-06   0.999998089   15994   0.860337972   3.00E-06   7274
2.31E-06   0.999997633   20962   0.939363817   3.00E-06   9207
0.999998172   1.88E-06   25639   0.837972167   3.00E-06   10982
0.999997273   2.80E-06   39763   0.848906561   3.00E-06   16238
0.999998532   1.52E-06   10221   0.946819085   3.00E-06   4960
0.999998939   1.06E-06   15617   0.891153082   3.00E-06   7107
0.999997587   2.33E-06   21147   0.76888668   3.00E-06   9163
0.999997426   2.56E-06   16503   0.876739563   3.00E-06   7349
1.31E-06   0.999998637   40572   0.973658052   3.00E-06   16738
0.999997663   2.28E-06   7707   0.848409543   3.00E-06   3940
2.59E-06   0.999997514   29968   0.973658052   3.00E-06   12573
2.26E-06   0.999997873   10966   0.82554672   3.00E-06   5312
0.999997225   2.86E-06   39763   0.803677932   3.00E-06   16548
1.92E-06   0.999998127   10416   0.80417495   3.00E-06   5076
2.07E-06   0.999997863   15994   0.973161034   3.00E-06   7193
0.999997909   2.02E-06   7591   0.815606362   3.00E-06   3934
0.999997242   2.69E-06   47899   0.974652087   3.00E-06   19441
0.999997208   2.92E-06   65247   0.757952286   3.00E-06   26050
2.44E-06   0.999997553   37688   0.965208748   3.00E-06   15537
0.999997962   2.04E-06   4291   0.530815109   3.00E-06   2677
2.11E-06   0.99999795   10966   0.906560636   3.00E-06   5262
0.999998109   1.89E-06   5827   0.673459245   3.00E-06   3244
0.999998561   1.42E-06   12965   0.929423459   3.00E-06   6045
2.42E-06   0.999997502   10882   0.88667992   3.00E-06   5185
0.999997149   2.91E-06   20793   0.969681909   3.00E-06   9043
2.93E-06   0.999997017   44500   0.966202783   3.00E-06   18231
0.999998264   1.74E-06   37123   0.950298211   3.00E-06   14923
0.999997951   1.94E-06   7559   0.619284294   3.00E-06   3800
2.80E-06   0.999997271   7880   0.959741551   3.00E-06   3895
0.999997693   2.29E-06   15617   0.916003976   3.00E-06   6831
0.999998934   1.02E-06   15643   0.840457256   3.00E-06   6808
1.91E-06   0.999997956   7924   0.887176938   3.00E-06   3901
0.999997742   2.11E-06   20217   0.922465209   3.00E-06   8542
0.999998097   1.79E-06   10221   0.938866799   3.00E-06   5040
2.66E-06   0.999997293   17614   0.977137177   3.00E-06   7803
2.64E-06   0.999997332   20442   0.982107356   3.00E-06   8656
0.999997098   2.95E-06   12259   0.686878728   3.00E-06   5546
0.999997697   2.35E-06   18987   0.858349901   3.00E-06   8225
2.48E-06   0.99999748   49778   0.969184891   3.00E-06   19845
0.999998378   1.59E-06   27907   0.970178926   3.00E-06   11684
1.29E-06   0.999998688   14088   0.945328032   3.00E-06   6340
0.999997499   2.44E-06   30357   0.909542744   3.00E-06   12439
0.999997507   2.54E-06   26805   0.91500994   3.00E-06   10944
0.999999069   8.78E-07   5987   0.672465209   3.00E-06   3209
2.15E-06   0.999997827   17614   0.974652087   3.00E-06   7466
2.64E-06   0.999997436   9828   0.826043738   3.00E-06   4619
2.58E-06   0.999997333   13278   0.976143141   3.00E-06   5901
0.999997794   2.06E-06   17911   0.969184891   3.00E-06   7623
0.999999397   5.74E-07   20689   0.871272366   3.00E-06   8703
2.92E-06   0.999997085   4830   0.848409543   3.00E-06   2786
2.73E-06   0.999997281   27670   0.958747515   3.00E-06   11294
0.999997652   2.26E-06   27585   0.921471173   3.00E-06   11318
0.999998448   1.57E-06   5569   0.690357853   3.00E-06   2959
2.10E-06   0.999997803   20962   0.791749503   3.00E-06   8717
2.83E-06   0.999997036   17600   0.899105368   3.00E-06   7524
2.63E-06   0.999997314   10966   0.834493042   3.00E-06   5109
2.63E-06   0.999997358   30958   0.847912525   3.00E-06   12526
0.999997086   2.85E-06   25613   0.887176938   3.00E-06   10456
956518
0.999998106   1.81E-06   47175   0.966699801   2.00E-06   18491
0.999998047   1.93E-06   47209   0.973658052   2.00E-06   18720
0.999998545   1.42E-06   40353   0.89612326   2.00E-06   16072
0.999999602   3.91E-07   17703   0.49055666   2.00E-06   7595
1.14E-06   0.999998941   34818   0.853379722   2.00E-06   13914
1.15E-06   0.999998873   57914   0.890159046   2.00E-06   22637
1.84E-06   0.999998125   9460   0.969184891   2.00E-06   4510
0.999998061   1.94E-06   67683   0.845924453   2.00E-06   26153
1.71E-06   0.999998245   97582   0.973161034   2.00E-06   37216
1.56E-06   0.999998462   19966   0.730119284   2.00E-06   8346
0.99999809   1.93E-06   55881   0.929423459   2.00E-06   21747
1.86E-06   0.99999811   13776   0.777833002   2.00E-06   6056
0.999998778   1.21E-06   17375   0.852882704   2.00E-06   7359
1.71E-06   0.999998245   10966   0.759940358   2.00E-06   5015
1.74E-06   0.999998255   29786   0.952286282   2.00E-06   11931
1.87E-06   0.999998176   7618   0.885188867   2.00E-06   3788
0.999998391   1.55E-06   25979   0.763916501   2.00E-06   10584
0.999998044   1.99E-06   17911   0.964214712   2.00E-06   7606
1.43E-06   0.999998549   34818   0.881212724   2.00E-06   13925
0.999999431   5.65E-07   25637   0.565109344   2.00E-06   10459
0.999998606   1.37E-06   5645   0.620775348   2.00E-06   3067
0.999998114   1.84E-06   27551   0.678926441   2.00E-06   11277
0.999998147   1.90E-06   91249   0.982107356   2.00E-06   34846
0.99999943   5.73E-07   17703   0.780318091   2.00E-06   7563
1.79E-06   0.999998278   30958   0.854870775   2.00E-06   12533
1.62E-06   0.99999844   33252   0.983101392   2.00E-06   13451
0.999998399   1.58E-06   80421   0.923956262   2.00E-06   30693
0.999998171   1.83E-06   5621   0.913021869   2.00E-06   3084
0.999998033   1.96E-06   91325   0.953280318   2.00E-06   34846
9.03E-07   0.999999078   30408   0.844930417   2.00E-06   12285
0.999998592   1.38E-06   81675   0.91500994   2.00E-06   31161
0.999999151   8.55E-07   26743   0.799204771   2.00E-06   10934
1.30E-06   0.999998731   14826   0.867296223   2.00E-06   6480
0.999998334   1.68E-06   37695   0.909045726   2.00E-06   14934
1.34E-06   0.999998721   25990   0.975149105   2.00E-06   10636
0.999998036   1.98E-06   5991   0.710735586   2.00E-06   3147
0.999998739   1.22E-06   20361   0.688866799   2.00E-06   8581
1.44E-06   0.999998545   110842   0.962723658   2.00E-06   42413
0.999998519   1.50E-06   15283   0.787276342   2.00E-06   6742
0.999998489   1.48E-06   57841   0.962723658   2.00E-06   22586
1.49E-06   0.999998485   20962   0.754473161   2.00E-06   8754
0.999998362   1.69E-06   51135   0.880715706   2.00E-06   20052
1.68E-06   0.999998308   17614   0.968687873   2.00E-06   7551
0.999998163   1.82E-06   57171   0.960735586   2.00E-06   22245
1.62E-06   0.99999838   30408   0.919980119   2.00E-06   12267
1.61E-06   0.999998353   49960   0.980119284   2.00E-06   19533
0.999998619   1.43E-06   11529   0.84194831   2.00E-06   5322
0.999998557   1.40E-06   17911   0.971172962   2.00E-06   7604
1.08E-06   0.999998928   19456   0.93389662   2.00E-06   8176
0.999998702   1.27E-06   47691   0.763419483   2.00E-06   18900
1.37E-06   0.999998609   8482   0.940357853   2.00E-06   4128
0.999998031   1.94E-06   27853   0.965705765   2.00E-06   11445
1.57E-06   0.999998437   47130   0.805666004   2.00E-06   18601
0.999998758   1.28E-06   30213   0.910536779   2.00E-06   12237
1.68E-06   0.999998339   10966   0.832007952   2.00E-06   5121
0.999998712   1.30E-06   23929   0.951789264   2.00E-06   9926
0.999999368   6.34E-07   25613   0.891650099   2.00E-06   10631
0.999998337   1.60E-06   47619   0.983101392   2.00E-06   18770
0.999998062   1.96E-06   15641   0.697813121   2.00E-06   6716
0.999998726   1.28E-06   40785   0.977137177   2.00E-06   16227
0.999998609   1.38E-06   17465   0.871769384   2.00E-06   7530
0.99999856   1.41E-06   27183   0.920477137   2.00E-06   11037
0.999998865   1.13E-06   77175   0.981610338   2.00E-06   29612
8.77E-07   0.999999123   19824   0.976143141   2.00E-06   8233
1.19E-06   0.999998825   25990   0.897614314   2.00E-06   10681
0.999998569   1.45E-06   27699   0.826540755   2.00E-06   11341
0.999998006   1.86E-06   47885   0.947316103   2.00E-06   18783
0.999998354   1.65E-06   15823   0.58250497   2.00E-06   6858
1.86E-06   0.999998166   30222   0.942345924   2.00E-06   12239
0.999998892   1.11E-06   27699   0.688866799   2.00E-06   11302
0.999998637   1.38E-06   11151   0.831510934   2.00E-06   5103
0.999998306   1.75E-06   27699   0.913021869   2.00E-06   11417
0.999998184   1.82E-06   24291   0.765407555   2.00E-06   10067
0.999998232   1.79E-06   15283   0.947316103   2.00E-06   6653
1.97E-06   0.999998103   7618   0.967196819   2.00E-06   3774
0.999998619   1.40E-06   25979   0.855367793   2.00E-06   10506
1.44E-06   0.999998562   4092   0.609840954   2.00E-06   2488
0.999998116   1.76E-06   20217   0.909045726   2.00E-06   8533
0.999998799   1.16E-06   25639   0.836481113   2.00E-06   10506
1.50E-06   0.999998454   67594   0.940854871   2.00E-06   26188
0.999998419   1.52E-06   70773   0.973658052   2.00E-06   27421
1.82E-06   0.999998264   14826   0.909542744   2.00E-06   6480
0.999998088   1.89E-06   107875   0.97166998   2.00E-06   41482
1.65E-06   0.999998281   29452   0.963220676   2.00E-06   11933
0.999998057   1.87E-06   56521   0.955765408   2.00E-06   21869
0.99999814   1.82E-06   56783   0.973658052   2.00E-06   22198
1.82E-06   0.999998157   15994   0.924950298   2.00E-06   6891
1.25E-06   0.99999873   39448   0.970178926   2.00E-06   15643
0.999998949   1.06E-06   5987   0.577534791   2.00E-06   3178
0.99999808   1.95E-06   26533   0.937872763   2.00E-06   10894
1.36E-06   0.999998471   65098   0.918489066   2.00E-06   25119
1.00E-06   0.999998975   29820   0.983101392   2.00E-06   12122
0.999998359   1.67E-06   17681   0.926441352   2.00E-06   7487
0.999998134   1.88E-06   27853   0.964214712   2.00E-06   11406
0.99999868   1.31E-06   7863   0.862326044   2.00E-06   3901
0.999998141   1.90E-06   45553   0.944831014   2.00E-06   18154
0.999998494   1.49E-06   15283   0.912524851   2.00E-06   6596
0.999998016   1.95E-06   15983   0.871272366   2.00E-06   6826
0.999998177   1.85E-06   17617   0.780815109   2.00E-06   7468
1327508
0.999999174   8.12E-07   80193   0.924950298   1.00E-06   30771
9.38E-07   0.999999021   10252   0.88916501   1.00E-06   4787
0.999999367   6.43E-07   25637   0.64612326   1.00E-06   10665
0.999999394   6.12E-07   17187   0.93389662   1.00E-06   7388
0.999999442   5.51E-07   10449   0.577037773   1.00E-06   4843
0.999999505   4.94E-07   127815   0.950795229   1.00E-06   48470
0.999999511   4.91E-07   15617   0.855864811   1.00E-06   6735
8.58E-07   0.999999152   60946   0.815109344   1.00E-06   23776
9.64E-07   0.999999029   29452   0.972166998   1.00E-06   12027
0.999999035   9.99E-07   47175   0.944333996   1.00E-06   19299
7.12E-07   0.999999282   17600   0.812624254   1.00E-06   8229
0.999999115   8.90E-07   107823   0.975646123   1.00E-06   41880
0.999999135   8.54E-07   15983   0.731610338   1.00E-06   6997
0.999999379   6.31E-07   25547   0.973161034   1.00E-06   10596
0.999999167   8.60E-07   17897   0.967693837   1.00E-06   7740
0.999999207   7.80E-07   138803   0.957256461   1.00E-06   54570
0.999999032   9.56E-07   39763   0.829025845   1.00E-06   16076
0.99999952   5.00E-07   33925   0.946322068   1.00E-06   13743
7.69E-07   0.999999197   17668   0.970178926   1.00E-06   7525
0.99999949   5.05E-07   20211   0.871272366   1.00E-06   8482
0.999999048   9.12E-07   16747   0.824055666   1.00E-06   7175
0.999999212   7.71E-07   57171   0.913518887   1.00E-06   22253
0.999999047   9.27E-07   49759   0.790755467   1.00E-06   19559
0.999999111   9.04E-07   23023   0.978131213   1.00E-06   9527
7.98E-07   0.999999193   29820   0.969184891   1.00E-06   12090
0.999999376   6.36E-07   25263   0.908548708   1.00E-06   10411
0.999999133   8.96E-07   67167   0.965208748   1.00E-06   26184
0.999999543   4.56E-07   60345   0.85387674   1.00E-06   23518
0.999999099   8.94E-07   145931   0.798210736   1.00E-06   56083
0.999999244   7.41E-07   107875   0.970178926   1.00E-06   41538
0.999999149   8.64E-07   30685   0.943836978   1.00E-06   12406
7.76E-07   0.999999213   25990   0.966699801   1.00E-06   10607
6.41E-07   0.999999357   10602   0.967196819   1.00E-06   4917
0.999999299   7.36E-07   40353   0.872266402   1.00E-06   15974
0.999999081   9.64E-07   23145   0.783797217   1.00E-06   9584
0.999999211   7.68E-07   20217   0.919483101   1.00E-06   8632
2.33E-07   0.999999756   9828   0.955765408   1.00E-06   4604
0.999999081   9.11E-07   20211   0.806163022   1.00E-06   8545
0.99999941   5.82E-07   40353   0.738568588   1.00E-06   16477
0.999999178   8.19E-07   67611   0.973658052   1.00E-06   26358
9.38E-07   0.999999039   37606   0.906063618   1.00E-06   14995
0.999999303   6.87E-07   37407   0.930914513   1.00E-06   15005
0.999999034   9.28E-07   17703   0.547713718   1.00E-06   7561
0.999999244   7.02E-07   5987   0.594930417   1.00E-06   3166
0.99999917   8.00E-07   50205   0.879224652   1.00E-06   19781
0.999999349   6.42E-07   23867   0.981610338   1.00E-06   9840
0.999999149   8.58E-07   15617   0.945328032   1.00E-06   6791
0.999999472   5.13E-07   27907   0.963717694   1.00E-06   11435
8.61E-07   0.999999135   78420   0.970675944   1.00E-06   30273
6.25E-07   0.999999408   29962   0.656560636   1.00E-06   12232
0.99999909   9.15E-07   143923   0.954274354   1.00E-06   54780
0.999999269   7.37E-07   57171   0.946322068   1.00E-06   22328
0.999999703   2.86E-07   45045   0.577037773   1.00E-06   -62942
0.999999081   9.28E-07   60777   0.977137177   1.00E-06   23923
0.999999311   6.99E-07   27183   0.940357853   1.00E-06   11297
0.999999194   7.94E-07   19771   0.737077535   1.00E-06   8386
0.999999531   4.88E-07   50349   0.915506958   1.00E-06   19744
0.999999206   7.74E-07   17703   0.873757455   1.00E-06   7628
6.18E-07   0.999999379   27610   0.932405567   1.00E-06   11221
0.999999212   7.55E-07   5569   0.761431412   1.00E-06   3066
0.999999192   8.21E-07   31143   0.849403579   1.00E-06   12554
0.999999277   7.01E-07   67611   0.985089463   1.00E-06   26305
0.999999221   7.65E-07   81329   0.950795229   1.00E-06   31370
7.31E-07   0.999999262   72910   0.980119284   1.00E-06   28079
0.999999338   6.72E-07   7591   0.907554672   1.00E-06   3800
8.92E-07   0.999999138   99424   0.968687873   1.00E-06   38103
0.999999411   5.87E-07   11151   0.809642147   1.00E-06   5119
0.999999068   9.73E-07   65545   0.964214712   1.00E-06   25467
8.88E-07   0.999999136   39448   0.969681909   1.00E-06   15756
0.999999464   5.43E-07   50205   0.928926441   1.00E-06   19875
5.82E-07   0.999999434   185604   0.969681909   1.00E-06   72589
9.55E-07   0.99999905   27596   0.849403579   1.00E-06   11420
0.999999161   8.18E-07   20793   0.960238569   1.00E-06   8828
0.999999126   8.66E-07   41139   0.821570577   1.00E-06   16559
0.999999228   7.47E-07   77427   0.955765408   1.00E-06   30441
0.999999537   4.76E-07   33141   0.824055666   1.00E-06   13602
0.999999432   5.77E-07   35275   0.938866799   1.00E-06   14371
0.99999927   7.30E-07   27907   0.957753479   1.00E-06   11574
9.05E-07   0.999999117   17614   0.952286282   1.00E-06   7792
0.99999934   6.85E-07   15643   0.817097416   1.00E-06   6944
9.54E-07   0.999999099   8118   0.963717694   1.00E-06   4016
0.999999253   7.63E-07   34283   0.889662028   1.00E-06   13869
9.29E-07   0.999999047   63240   0.977137177   1.00E-06   25117
9.59E-07   0.999999082   39748   0.98111332   1.00E-06   16086
9.16E-07   0.999999047   200846   0.965705765   1.00E-06   77531
0.999999322   7.03E-07   23173   0.977634195   1.00E-06   9831
0.999999087   9.22E-07   50199   0.913021869   1.00E-06   19931
0.999999222   7.76E-07   57171   0.96471173   1.00E-06   22686
9.54E-07   0.999999066   95086   0.944333996   1.00E-06   37191
0.999999551   4.30E-07   37903   0.962723658   1.00E-06   15346
0.999999238   7.29E-07   17683   0.818588469   1.00E-06   7643
0.999999214   7.85E-07   87883   0.968687873   1.00E-06   34319
0.999999171   8.43E-07   19777   0.910039761   1.00E-06   8627
0.999999467   5.56E-07   15983   0.706262425   1.00E-06   7033
0.999999174   8.21E-07   17857   0.970675944   1.00E-06   7872
0.999999067   9.46E-07   7707   0.611332008   1.00E-06   3840
9.81E-07   0.999999037   49922   0.975646123   1.00E-06   19884
0.999999252   7.57E-07   25233   0.96222664   1.00E-06   10627
0.99999915   8.87E-07   60777   0.962723658   1.00E-06   24195
1687743
0.999999944   5.54E-08   70197   0.910536779   1.00E-07   27484
0.99999991   8.96E-08   27857   0.96471173   1.00E-07   11554
0.999999905   9.56E-08   67885   0.970178926   1.00E-07   26803
0.999999916   8.34E-08   73847   0.973161034   1.00E-07   28795
0.99999996   4.12E-08   47619   0.978131213   1.00E-07   18921
0.999999927   7.36E-08   37849   0.929423459   1.00E-07   15274
0.999999903   9.81E-08   47619   0.985089463   1.00E-07   19022
0.999999961   3.98E-08   37851   0.963220676   1.00E-07   15353
0.999999902   9.84E-08   25637   0.749502982   1.00E-07   10544
0.999999921   7.94E-08   60777   0.969681909   1.00E-07   23803
5.68E-08   0.999999946   177678   0.982107356   1.00E-07   67850
8.66E-08   0.999999917   49778   0.955765408   1.00E-07   19945
0.999999932   6.75E-08   126019   0.929423459   1.00E-07   48262
0.999999912   8.56E-08   77887   0.954771372   1.00E-07   30313
0.999999965   3.46E-08   69793   0.919980119   1.00E-07   27394
9.76E-08   0.999999903   125500   0.915506958   1.00E-07   48546
0.999999917   8.23E-08   35073   0.931908549   1.00E-07   14343
0.99999993   7.10E-08   27907   0.967196819   1.00E-07   11487
9.03E-08   0.999999912   227530   0.977137177   1.00E-07   87237
0.999999913   8.44E-08   73847   0.979622266   1.00E-07   28536
0.999999912   9.00E-08   84263   0.919980119   1.00E-07   32709
0.999999902   9.91E-08   267201   0.958747515   1.00E-07   101497
0.999999902   9.61E-08   17631   0.973161034   1.00E-07   7642
0.999999942   5.98E-08   80337   0.908548708   1.00E-07   31072
0.999999934   6.71E-08   107151   0.935884692   1.00E-07   41144
0.999999935   6.39E-08   195769   0.967196819   1.00E-07   74881
7.84E-08   0.999999918   89796   0.98359841   1.00E-07   34566
0.999999905   9.24E-08   153919   0.97415507   1.00E-07   58643
0.999999974   2.67E-08   117147   0.846918489   1.00E-07   45188
2.46E-08   0.999999975   100380   0.826540755   1.00E-07   38789
0.999999951   4.94E-08   37179   0.967196819   1.00E-07   15157
0.999999905   9.88E-08   83905   0.962723658   1.00E-07   32785
0.999999907   9.08E-08   43921   0.968190855   1.00E-07   17475
6.50E-08   0.999999934   58428   0.925447316   1.00E-07   23232
9.07E-08   0.999999905   93142   0.863817097   1.00E-07   36320
0.999999923   7.63E-08   101093   0.947316103   1.00E-07   39184
8.38E-08   0.99999991   108408   0.88667992   1.00E-07   41959
0.999999954   4.58E-08   50349   0.892147117   1.00E-07   20170
0.99999995   4.99E-08   67167   0.930417495   1.00E-07   26336
0.999999951   4.91E-08   57841   0.960238569   1.00E-07   22975
0.999999903   9.94E-08   77833   0.942842942   1.00E-07   30257
0.999999904   9.56E-08   127143   0.929423459   1.00E-07   48973
8.30E-08   0.99999992   69456   0.980616302   1.00E-07   27391
0.999999908   9.40E-08   43963   0.952286282   1.00E-07   17831
0.999999933   6.85E-08   57895   0.972166998   1.00E-07   22895
0.999999903   9.66E-08   147859   0.967196819   1.00E-07   56820
0.999999909   9.19E-08   147859   0.977634195   1.00E-07   57323
0.999999918   8.45E-08   30685   0.888667992   1.00E-07   12594
0.999999916   8.33E-08   100417   0.946819085   1.00E-07   38950
0.999999926   7.37E-08   87603   0.984095427   1.00E-07   34551
0.999999902   9.89E-08   157551   0.985586481   1.00E-07   61105
8.67E-08   0.999999914   206478   0.975646123   1.00E-07   79820
0.999999908   9.36E-08   33967   0.973658052   1.00E-07   13941
0.999999914   8.64E-08   130173   0.919980119   1.00E-07   50646
0.999999934   6.64E-08   59761   0.95526839   1.00E-07   23755
7.36E-08   0.999999925   60862   0.912524851   1.00E-07   24338
8.01E-08   0.999999922   80938   0.887673956   1.00E-07   31746
0.999999902   9.83E-08   227827   0.979622266   1.00E-07   87618
0.999999915   8.64E-08   147755   0.934393638   1.00E-07   57173
0.999999909   9.29E-08   107151   0.960238569   1.00E-07   41299
0.999999928   7.06E-08   124675   0.867793241   1.00E-07   47982
0.999999906   9.05E-08   69751   0.798707753   1.00E-07   27316
0.999999927   7.51E-08   53133   0.929423459   1.00E-07   20859
6.32E-08   0.999999936   86842   0.799701789   1.00E-07   33805
0.999999944   5.53E-08   171087   0.916003976   1.00E-07   65682
7.41E-08   0.999999926   95640   0.817097416   1.00E-07   36939
0.999999906   9.33E-08   77441   0.954274354   1.00E-07   30341
0.999999936   6.62E-08   60195   0.899105368   1.00E-07   23884
0.999999909   8.83E-08   103899   0.960238569   1.00E-07   40625
0.999999957   4.29E-08   25613   0.909045726   1.00E-07   10694
0.999999924   7.45E-08   119737   0.934393638   1.00E-07   45841
8.34E-08   0.999999913   38458   0.985586481   1.00E-07   15589
0.999999929   7.39E-08   73915   0.953280318   1.00E-07   28895
0.999999955   4.49E-08   100179   0.882703777   1.00E-07   38830
0.999999912   8.78E-08   87159   0.910536779   1.00E-07   33813
0.999999931   7.19E-08   54187   0.943836978   1.00E-07   21405
0.999999901   9.82E-08   90399   0.976640159   1.00E-07   34986
0.999999905   9.49E-08   77163   0.953777336   1.00E-07   29903
9.85E-08   0.999999901   137118   0.975149105   1.00E-07   -45075
8.03E-08   0.999999915   64356   0.984095427   1.00E-07   24856
0.999999928   7.50E-08   110277   0.959741551   1.00E-07   59343
0.999999914   8.85E-08   37533   0.876242545   1.00E-07   15179
0.999999927   7.09E-08   127813   0.961729622   1.00E-07   49090
0.999999911   9.01E-08   179143   0.961729622   1.00E-07   68756
7.04E-08   0.999999927   27610   0.947316103   1.00E-07   11493
0.99999994   5.96E-08   85537   0.949801193   1.00E-07   33365
0.999999927   7.37E-08   147805   0.963717694   1.00E-07   57069
0.999999914   8.61E-08   103897   0.941848907   1.00E-07   40577
9.12E-08   0.999999907   37606   0.946322068   1.00E-07   15207
0.999999959   3.93E-08   215135   0.930417495   1.00E-07   82648
0.999999939   6.17E-08   70197   0.919483101   1.00E-07   27779
0.999999928   7.12E-08   107595   0.972664016   1.00E-07   41397
0.99999995   5.04E-08   87159   0.967196819   1.00E-07   33960
6.55E-08   0.999999933   105082   0.937872763   1.00E-07   40770
0.999999913   8.49E-08   55625   0.68389662   1.00E-07   21912
0.999999944   5.78E-08   23149   0.822564612   1.00E-07   9609
0.999999912   9.25E-08   63955   0.933399602   1.00E-07   25130
0.999999946   5.27E-08   170051   0.969681909   1.00E-07   65453
0.999999923   7.61E-08   47899   0.964214712   1.00E-07   19048
3427171