神經網絡訓練時間計算實例：二分類minst0，7

時間 2021-01-13

標籤估算訓練時間評價網絡性能估算準確率 n（δ）曲線 p-max（δ）曲線欄目應用數學简体版

原文原文鏈接

用神經網絡分類minst的0和7，通過擬合迭代次數曲線n（δ）和準確率曲線p-max（δ），估算得到準確率可以達到0.999網絡的訓練時間。

實驗用minst數據集，將28*28的圖片縮小到9*9，網絡用一個3*3的卷積核，網絡結構是81*49*30*2，畫成圖

這個網絡由兩部分組成，左右兩邊分別向1,0和0,1收斂，左邊輸入minst的0，右邊輸入minst的7，讓左右兩個網絡的權重部分共享，實現耦合達到分類的目的。

具體進樣順序
δ=0.5	迭代次數
初始化權重
minst 0-1	1	判斷是否達到收斂
minst 7-1	2	判斷是否達到收斂
梯度下降
minst 0-2	3	判斷是否達到收斂
minst 7-2	4	判斷是否達到收斂
梯度下降
……
minst 0-4999	9997	判斷是否達到收斂
minst 7-4999	9998	判斷是否達到收斂
梯度下降
……
如果4999圖片內沒有達到收斂標準再次從頭循環
minst 0-1	9999	判斷是否達到收斂
minst 7-1	10000	判斷是否達到收斂
……
每當網路達到收斂標準記錄迭代次數和對應的準確率測試結果
將這一過程重複199次
δ=0.4
…

收斂條件是

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

本文嘗試了δ從0.5到4*1e-8在內的41個值，測試集是misnt0和7的前4999張圖片。

這個網絡簡寫成

S（minst0）81-（con3*3）49-30-2-（1,0）

S（minst7）81-（con3*3）49-30-2-（0,1）

w=w，w1=w1,w2=w2

進一步簡寫成

d2（minst0,7）81-con（3*3）49-30-2-（2*k） ,k∈(0,1)

測試集中有980個0和1000個7.取199次的平均值得到的數據

δ	f2[0]	f2[1]	迭代次數n	平均準確率p-ave	耗時ms/次	耗時ms/199次	耗時min/199次	最大準確率p-max
0.5	0.500624	0.500136	18.477387	0.507484392	720.939698	143483	2.391383333	0.788888889
0.4	0.542874	0.457613	1482.3216	0.758519872	1285.25126	255768	4.2628	0.985353535
0.3	0.602986	0.397565	1807.8945	0.870064971	1411.53769	280897	4.681616667	0.989393939
0.2	0.657201	0.342519	1978.1859	0.91547891	1465.53769	291642	4.8607	0.988383838
0.1	0.663414	0.336757	2232.1457	0.929105122	1564.11558	311259	5.18765	0.986868687
0.01	0.739832	0.260164	3104.6734	0.913217603	1906.8593	379482	6.3247	0.986868687
0.001	0.753366	0.246634	4367.4472	0.916666667	2383.22111	474277	7.904616667	0.987878788
1.00E-04	0.763782	0.236218	6468.6231	0.883122684	3217.72362	640327	10.67211667	0.987878788
9.00E-05	0.708516	0.291484	6437.6332	0.893916552	3236.13568	643991	10.73318333	0.98989899
8.00E-05	0.678371	0.321629	6564.3568	0.898771636	2551.54774	507774	8.4629	0.989393939
7.00E-05	0.703497	0.296503	6779.5779	0.894398761	3314.36181	659558	10.99263333	0.988888889
6.00E-05	0.628131	0.371869	6887.7739	0.907073245	3323.72362	661421	11.02368333	0.98989899
5.00E-05	0.58291	0.41709	7299.5276	0.898002639	3470.43719	690633	11.51055	0.989393939
4.00E-05	0.653257	0.346742	7553.4774	0.885858586	3534.61307	703388	11.72313333	0.989393939
3.00E-05	0.618086	0.381914	8293.9548	0.887477793	2956.69347	588382	9.806366667	0.99040404
2.00E-05	0.628138	0.371862	8723.6432	0.877178823	3656.92965	727729	12.12881667	0.988888889
1.00E-05	0.703515	0.296485	10555.437	0.863994214	4407.9598	877185	14.61975	0.984343434
9.00E-06	0.713565	0.286435	10476.271	0.862659256	4351.37688	865925	14.43208333	0.987373737
8.00E-06	0.723616	0.276384	10925.467	0.875917466	4060.24121	808003	13.46671667	0.988383838
7.00E-06	0.743716	0.256284	11219.568	0.870592863	4610.03518	917397	15.28995	0.987373737
6.00E-06	0.728641	0.271359	11748.347	0.861895335	4804.71859	956147	15.93578333	0.988383838
5.00E-06	0.688441	0.311559	12474.749	0.868242729	5049.55779	1004873	16.74788333	0.988383838
4.00E-06	0.663316	0.336684	13049.005	0.864778438	4211.21608	838032	13.9672	0.989393939
3.00E-06	0.703517	0.296483	14324.432	0.873516573	5667.23618	1127780	18.79633333	0.992424242
2.00E-06	0.592965	0.407035	16918.784	0.897830059	6517.77387	1297038	21.6173	0.992424242
1.00E-06	0.562814	0.437186	21313.809	0.892477539	7120.17085	1416923	23.61538333	0.993939394
9.00E-07	0.628141	0.371859	21287.422	0.894180498	7023.47236	1397686	23.29476667	0.991919192
8.00E-07	0.628141	0.371859	24145.121	0.90640069	7850.58794	1562283	26.03805	0.993434343
7.00E-07	0.643216	0.356784	27625.457	0.891246637	9050.57789	1801065	30.01775	0.990909091
6.00E-07	0.542714	0.457286	29357.477	0.896949393	9591.96985	1908802	31.81336667	0.991919192
5.00E-07	0.673367	0.326633	40684.06	0.898733567	12275.5075	2442826	40.71376667	0.993939394
4.00E-07	0.58794	0.41206	40085.211	0.901317192	12461.6784	2479874	41.33123333	0.992929293
3.00E-07	0.582915	0.417085	62320.854	0.90527892	19482.7588	3877069	64.61781667	0.994444444
2.00E-07	0.557789	0.442211	74617.935	0.913509467	22709.0452	4519101	75.31835	0.992929293
1.00E-07	0.407035	0.592965	133071.7	0.945982437	40567.4121	8072931	134.54885	0.995959596
9.00E-08	0.472362	0.527638	114357.71	0.946269225	43659.4774	8688252	144.8042	0.994949495
8.00E-08	0.477387	0.522613	134566.49	0.939576671	45279.7236	9010673	150.1778833	0.994444444
7.00E-08	0.432161	0.567839	142171.4	0.940269529	42553.4724	8468172	141.1362	0.995454545
6.00E-08	0.492462	0.507538	182137.55	0.93769098	54482.0302	10841924	180.6987333	0.994949495
5.00E-08	0.442211	0.557789	206749.03	0.951748642	61953.3668	12328735	205.4789167	0.993939394
4.00E-08	0.38191	0.61809	204035.56	0.950383229	61546.5176	12247759	204.1293167	0.995454545

p-ave是199組數據的平均準確率

p-max是199組數據的最大準確率

得到p-ave曲線

這條曲線在6e-6附近有一個谷，再次表明神經網絡在訓練的過程中平均性能有一個先下降後上升的過程。

比較當δ=0.1和δ=4e-8的數據

δ	f2[0]	f2[1]	迭代次數n	平均準確率p-ave	耗時ms/次	耗時ms/199次	耗時min/199次	最大準確率p-max
0.1	0.663414	0.336757	2232.1457	0.929105122	1564.11558	311259	5.18765	0.986868687
4.00E-08	0.38191	0.61809	204035.56	0.950383229	61546.5176	12247759	204.1293167	0.995454545

可以明顯的觀察到當將網絡的收斂標準設定在δ=0.1時，網絡在5.18min內可以實現199次收斂，其中最少有一次的準確率可以達到0.987.或者解釋成當δ=0.1時在得到準確率爲0.987的概率是5‰，耗時1.564s。

而當將準確率設定在δ=4e-8時，網絡在204min內可以實現199次收斂，其中至少有一次的準確率可以達到0.995.或者解釋成將網絡的收斂標準設定在δ=4e-8時得到準確率0.995的概率是5‰需要耗時61.5s。

所以在實用中如果遇到需要爲了訓練效率而略微犧牲一些準確率的場景，可以將收斂標準設定在δ=0.1時，通過多次篩選的辦法快速得到相對較高的訓練結果。

擬合迭代次數曲線n（δ）

x	δ	4.00E-08,5.00E-08,6.00E-08,7.00E-08,8.00E-08,9.00E-08,1.00E-07,2.00E-07,3.00E-07,4.00E-07,5.00E-07,6.00E-07,7.00E-07,8.00E-07,9.00E-07,1.00E-06,2.00E-06,3.00E-06,4.00E-06
y	n	204035.5578,206749.0251,182137.5477,142171.397,134566.4874,114357.7085,133071.7035,74617.93467,62320.85427,40085.21106,40684.0603,29357.47739,27625.45729,24145.1206,21287.42211,21313.80905,16918.78392,14324.43216,13049.00503

		擬合方程式：y=ax^b
		a = 2.55182534870891
		b = -0.664739505322744
		相關係數 R2：0.979422349837314

所以n（δ）的表達式爲

比較實測值與計算值

δ	實測迭代次數n	計算值	實測值/計算值
0.5	18.47738693	4.045363	4.567547535
0.4	1482.321608	4.692209	315.9112178
0.3	1807.894472	5.681056	318.2320901
0.2	1978.18593	7.438475	265.9397073
0.1	2232.145729	11.79208	189.2919269
0.01	3104.673367	54.49165	56.97521311
0.001	4367.447236	251.808	17.34435699
1.00E-04	6468.623116	1163.614	5.559079436
9.00E-05	6437.633166	1248.032	5.158226943
8.00E-05	6564.356784	1349.674	4.863660981
7.00E-05	6779.577889	1474.954	4.596467925
6.00E-05	6887.773869	1634.107	4.215006842
5.00E-05	7299.527638	1844.656	3.957120345
4.00E-05	7553.477387	2139.614	3.53029925
3.00E-05	8293.954774	2590.521	3.201655029
2.00E-05	8723.643216	3391.891	2.571911094
1.00E-05	10555.43719	5377.104	1.963033684
9.00E-06	10476.27136	5767.204	1.816525311
8.00E-06	10925.46734	6236.894	1.751748019
7.00E-06	11219.56784	6815.817	1.646107535
6.00E-06	11748.34673	7551.272	1.555810341
5.00E-06	12474.74874	8524.227	1.46344634
4.00E-06	13049.00503	9887.236	1.319782848
3.00E-06	14324.43216	11970.9	1.196604916
2.00E-06	16918.78392	15674.06	1.079413126
1.00E-06	21313.80905	24847.8	0.857774421
9.00E-07	21287.42211	26650.46	0.798763628
8.00E-07	24145.1206	28820.92	0.837763598
7.00E-07	27625.45729	31496.15	0.877105924
6.00E-07	29357.47739	34894.71	0.84131596
5.00E-07	40684.0603	39390.77	1.032832225
4.00E-07	40085.21106	45689.29	0.877343678
3.00E-07	62320.85427	55317.96	1.126593549
2.00E-07	74617.93467	72430.41	1.030201719
1.00E-07	133071.7035	114822.6	1.15893274
9.00E-08	114357.7085	123152.8	0.928583898
8.00E-08	134566.4874	133182.6	1.010391113
7.00E-08	142171.397	145544.9	0.976821689
6.00E-08	182137.5477	161249.8	1.129536768
5.00E-08	206749.0251	182026.2	1.135819853
4.00E-08	204035.5578	211131.9	0.966388895

當δ<1e-5是擬合度都相對較高。

第二步擬合準確率曲線p-max（δ）

x	-lnδ	4.605170186,6.907755279,13.81551056,16.11809565
y	n	0.986868687,0.987878788,0.993939394,0.995959596

		擬合方程式：y=ax^b
		a = 0.974825303673311
		b = 0.00749493648302876
		相關係數 R2：0.958576584249794

p-max（δ）的表達式近似爲

實測值與計算值比較

錯誤數量	δ	最大準確率p-max	-lnδ	計算δ	實測δ/計算δ
29	0.4	0.985353535	0.916291	0.015110624	26.47144191
21	0.3	0.989393939	1.203973	7.19E-04	417.0819746
23	0.2	0.988383838	1.609438	0.001808636	110.580592
26	0.01	0.986868687	4.60517	0.005821225	1.717851393
24	0.001	0.987878788	6.907755	0.002742526	0.364627293
24	1.00E-04	0.987878788	9.21034	0.002742526	0.036462729
12	1.00E-06	0.993939394	13.81551	1.61E-06	0.621921016
8	1.00E-07	0.995959596	16.1181	2.53E-08	3.949127955
10	9.00E-08	0.994949495	16.22346	2.32E-07	0.388026629
11	8.00E-08	0.994444444	16.34124	6.31E-07	0.126804257
9	7.00E-08	0.995454545	16.47477	7.95E-08	0.880050446
10	6.00E-08	0.994949495	16.62892	2.32E-07	0.258684419
12	5.00E-08	0.993939394	16.81124	1.61E-06	0.031096051
9	4.00E-08	0.995454545	17.03439	7.95E-08	0.502885969

0和7之間的外形差異度僅小於0和1之間的外形差異度，因爲差異度比較大所以區分的準確率要相對高，所以準確率梯度小些，擬合的精度也受到影響。不過還是用這個表達式估算網絡的準確率達到0.999，也就是隻錯一個或者兩個圖片，需要

δ= 3.90E-12，

目標準確率	計算δ	計算n	耗時 min	耗時 day
0.999	3.90E-12	97869735	94623.68699	65.71089375

讓p-max=0.999用p-max（δ）解得δ，再用n（δ）得到n，然後根據實驗時間的數據得到耗時。

據推算網絡d2（minst0,7）81-con（3*3）49-30-2-（2*k） ,k∈(0,1)

的準確率要達到0.999可以將收斂標準設定在δ= 3.90E-12，在65天內網絡可以收斂199次，其中應該至少有一次的準確率可以達到0.999。或者將網絡的收斂標設定在δ= 3.90E-12，準確率達到0.999的概率是5‰，需要時間約爲475min。

實驗數據

學習率 0.1

權重初始化方式

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);

第一層第二層和卷積核的權重的初始化的x分別爲1000,1000,200

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

f2[0] f2[1] 迭代次數n 最大準確率p-max δ 耗時ms/次 0.501388561 0.499863563 33 0.494949495 0.5 1231 0.54846786 0.494237522 1 0.494949495 0.5 813 0.531836001 0.468141868 1 0.494949495 0.5 751 0.499566649 0.515101916 2 0.505050505 0.5 779 0.497015024 0.513528631 2 0.505050505 0.5 731 0.475989106 0.520399237 2 0.505050505 0.5 724 0.526108451 0.449041786 1 0.494949495 0.5 711 0.480523323 0.548450132 2 0.505050505 0.5 728 0.464794649 0.50367089 2 0.505050505 0.5 688 0.499890552 0.504936405 30 0.505555556 0.5 705 0.499744688 0.500232744 50 0.656060606 0.5 749 0.534384737 0.477910639 1 0.494949495 0.5 700 0.500180538 0.497087953 27 0.494949495 0.5 709 0.501209709 0.499655978 35 0.494949495 0.5 770 0.501342484 0.499708995 39 0.494949495 0.5 717 0.476872987 0.541153319 2 0.505050505 0.5 674 0.508720564 0.472036464 1 0.494949495 0.5 733 0.499930468 0.500792171 58 0.573232323 0.5 772 0.501461796 0.495838922 1 0.494949495 0.5 687 0.501641889 0.49985551 31 0.494949495 0.5 733 0.500525365 0.499118897 41 0.494949495 0.5 730 0.434621644 0.522406952 2 0.505050505 0.5 696 0.499836512 0.500057628 48 0.606565657 0.5 725 0.524723807 0.478010229 1 0.494949495 0.5 736 0.507999583 0.452755489 1 0.494949495 0.5 724 0.501244288 0.499654152 25 0.494949495 0.5 713 0.499690598 0.503294865 30 0.505050505 0.5 730 0.50440086 0.429376533 1 0.494949495 0.5 727 0.500449885 0.458983702 1 0.494949495 0.5 678 0.616779497 0.480580999 1 0.494949495 0.5 723 0.518936593 0.47547702 1 0.494949495 0.5 692 0.562007698 0.460083928 1 0.494949495 0.5 716 0.45052696 0.501123141 2 0.505050505 0.5 720 0.499831845 0.503715607 32 0.505050505 0.5 733 0.422016671 0.559204037 2 0.505050505 0.5 689 0.499058503 0.500092907 40 0.505050505 0.5 752 0.499859322 0.500191356 42 0.590909091 0.5 742 0.498875871 0.51482754 12 0.505050505 0.5 741 0.502477798 0.499613789 35 0.494949495 0.5 688 0.512506714 0.472249865 1 0.494949495 0.5 738 0.484328964 0.500095244 16 0.505050505 0.5 752 0.493078228 0.51988437 2 0.505050505 0.5 693 0.499346041 0.502378447 16 0.504040404 0.5 694 0.500797679 0.499761725 27 0.494949495 0.5 775 0.585109704 0.41639954 1 0.494949495 0.5 683 0.50081962 0.499970175 37 0.494949495 0.5 727 0.436306062 0.549235198 2 0.505050505 0.5 714 0.531339791 0.499782156 1 0.494949495 0.5 700 0.419719379 0.501538382 2 0.505050505 0.5 732 0.583162875 0.480575435 1 0.494949495 0.5 712 0.499409642 0.500423515 42 0.68030303 0.5 721 0.537933879 0.470140815 1 0.494949495 0.5 758 0.469332517 0.524674721 2 0.505050505 0.5 702 0.501170541 0.499578078 39 0.494949495 0.5 728 0.460697076 0.533458639 2 0.505050505 0.5 689 0.499788869 0.502232531 48 0.505555556 0.5 760 0.509862472 0.458573676 1 0.494949495 0.5 689 0.481828798 0.546506798 2 0.505050505 0.5 715 0.499412892 0.500213969 50 0.57979798 0.5 722 0.527908691 0.489136141 1 0.494949495 0.5 717 0.523201585 0.455159723 1 0.494949495 0.5 692 0.506896143 0.499938092 25 0.494949495 0.5 729 0.563270092 0.490629403 1 0.494949495 0.5 721 0.529734968 0.499746674 1 0.494949495 0.5 707 0.461368947 0.506653345 2 0.505050505 0.5 672 0.470260556 0.519134857 2 0.505050505 0.5 764 0.487406006 0.532004032 2 0.505050505 0.5 752 0.498028429 0.500097674 32 0.506060606 0.5 715 0.494472669 0.501040064 28 0.505050505 0.5 719 0.500060343 0.499177875 33 0.494949495 0.5 739 0.499913838 0.501785401 36 0.637373737 0.5 727 0.500411784 0.499172083 35 0.494949495 0.5 727 0.500697957 0.498585148 41 0.494949495 0.5 739 0.49953697 0.503415975 22 0.505050505 0.5 722 0.500221571 0.499486852 41 0.494949495 0.5 729 0.5002163 0.499708234 35 0.494949495 0.5 693 0.444182486 0.546504975 2 0.505050505 0.5 707 0.587582385 0.475663886 1 0.494949495 0.5 690 0.500027341 0.498461752 31 0.494949495 0.5 734 0.386688638 0.501776928 2 0.505050505 0.5 701 0.474414203 0.552935684 2 0.505050505 0.5 731 0.507107694 0.499728853 21 0.494949495 0.5 717 0.500152467 0.499249936 39 0.494949495 0.5 697 0.50137712 0.499463729 37 0.494949495 0.5 733 0.517240713 0.469244891 1 0.494949495 0.5 699 0.500373937 0.498404329 29 0.494949495 0.5 757 0.498178704 0.501107577 40 0.525757576 0.5 707 0.493831074 0.589902602 2 0.505050505 0.5 715 0.557483373 0.493911467 1 0.494949495 0.5 719 0.494019844 0.500290399 12 0.505050505 0.5 706 0.500133161 0.497406725 47 0.494949495 0.5 739 0.529983031 0.499722639 9 0.494949495 0.5 753 0.497563836 0.500089226 42 0.516161616 0.5 737 0.499097857 0.500499905 44 0.53989899 0.5 690 0.500000589 0.499403742 59 0.494949495 0.5 746 0.524720174 0.490663823 1 0.494949495 0.5 703 0.430535109 0.531824072 2 0.505050505 0.5 688 0.502807003 0.499755096 37 0.494949495 0.5 705 0.500663226 0.4996156 43 0.494949495 0.5 732 0.499050227 0.500111671 38 0.566161616 0.5 747 0.499809819 0.502391509 28 0.505050505 0.5 697 0.500355295 0.493332069 11 0.494949495 0.5 736 0.472395579 0.517182553 2 0.505050505 0.5 705 0.499986433 0.501822648 36 0.618181818 0.5 716 0.500487478 0.499699112 49 0.494949495 0.5 689 0.443681447 0.560532186 2 0.505050505 0.5 743 0.474582537 0.554787837 2 0.505050505 0.5 692 0.506996004 0.487751695 1 0.494949495 0.5 736 0.53732506 0.470191999 1 0.494949495 0.5 696 0.500229848 0.498637245 39 0.494949495 0.5 731 0.506773972 0.499362247 21 0.494949495 0.5 688 0.520595456 0.456597074 1 0.494949495 0.5 712 0.500750326 0.498647734 31 0.494949495 0.5 713 0.502703361 0.499852664 23 0.494949495 0.5 735 0.50086016 0.499939678 33 0.494949495 0.5 730 0.501019535 0.494613909 21 0.494949495 0.5 780 0.500232002 0.497442308 31 0.494949495 0.5 704 0.495985539 0.500470772 30 0.505050505 0.5 709 0.464382591 0.518735387 2 0.505050505 0.5 723 0.501861569 0.499902534 25 0.494949495 0.5 711 0.4794839 0.502105041 2 0.505050505 0.5 703 0.503060578 0.489357488 1 0.494949495 0.5 731 0.522795809 0.479381202 1 0.494949495 0.5 696 0.52936545 0.410329819 1 0.494949495 0.5 712 0.499802808 0.50091499 48 0.505050505 0.5 743 0.496724299 0.506626421 2 0.505050505 0.5 707 0.56523608 0.475281566 1 0.494949495 0.5 703 0.500209442 0.496314712 19 0.494949495 0.5 705 0.499961927 0.502548134 32 0.503535354 0.5 725 0.499894584 0.502019326 36 0.534343434 0.5 706 0.501285036 0.499844282 31 0.494949495 0.5 720 0.502844859 0.499083594 33 0.494949495 0.5 725 0.510932019 0.454225652 1 0.494949495 0.5 699 0.472865263 0.530262047 2 0.505050505 0.5 682 0.533622422 0.489542352 1 0.494949495 0.5 696 0.500012891 0.497048023 23 0.494949495 0.5 739 0.499750677 0.500485896 50 0.424747475 0.5 734 0.432785219 0.51686957 2 0.505050505 0.5 730 0.476682266 0.501793843 2 0.505050505 0.5 722 0.501258291 0.49272241 25 0.494949495 0.5 735 0.508861795 0.499734928 19 0.494949495 0.5 694 0.499965086 0.501179486 44 0.519191919 0.5 740 0.500153955 0.492818213 25 0.494949495 0.5 704 0.500783716 0.499730246 39 0.494949495 0.5 726 0.503209704 0.491940258 1 0.494949495 0.5 695 0.454877015 0.544668223 2 0.505050505 0.5 705 0.397828072 0.501539545 2 0.505050505 0.5 728 0.452896535 0.539654232 2 0.505050505 0.5 673 0.49917513 0.501471868 42 0.575252525 0.5 722 0.498727199 0.500079378 46 0.757575758 0.5 736 0.451085785 0.547052736 2 0.505050505 0.5 749 0.52787306 0.486670881 1 0.494949495 0.5 719 0.54144155 0.496673281 1 0.494949495 0.5 672 0.499972899 0.512792119 4 0.505050505 0.5 739 0.499316149 0.500184397 42 0.527272727 0.5 688 0.510300032 0.468968395 1 0.494949495 0.5 689 0.498230845 0.50030536 40 0.527272727 0.5 708 0.519594984 0.491728109 1 0.494949495 0.5 715 0.482587763 0.536495151 2 0.505050505 0.5 687 0.562528026 0.461921946 1 0.494949495 0.5 696 0.500459421 0.497387051 39 0.494949495 0.5 711 0.499976383 0.500777739 48 0.788888889 0.5 731 0.520637313 0.477219979 1 0.494949495 0.5 681 0.463505407 0.510410341 2 0.505050505 0.5 716 0.499460617 0.501713956 32 0.485353535 0.5 714 0.49781183 0.500121103 38 0.501515152 0.5 705 0.448898598 0.521407037 2 0.505050505 0.5 708 0.514704318 0.478387892 1 0.494949495 0.5 694 0.500021394 0.496761777 21 0.494949495 0.5 698 0.500273378 0.497985939 43 0.494949495 0.5 741 0.485621828 0.539513443 2 0.505050505 0.5 716 0.553850517 0.497701824 1 0.494949495 0.5 679 0.501080395 0.499957391 31 0.494949495 0.5 708 0.49980303 0.513092057 20 0.505050505 0.5 758 0.469891945 0.542244241 2 0.505050505 0.5 689 0.493289003 0.500211679 22 0.505050505 0.5 716 0.525420661 0.496991456 1 0.494949495 0.5 704 0.502490752 0.499784341 25 0.494949495 0.5 727 0.500504423 0.497397757 43 0.494949495 0.5 739 0.499853745 0.500175897 44 0.510606061 0.5 717 0.500471039 0.499994984 41 0.494949495 0.5 748 0.501877709 0.480693415 1 0.494949495 0.5 709 0.498447679 0.502986958 28 0.505050505 0.5 718 0.50022903 0.498853489 37 0.494949495 0.5 762 0.501635998 0.499748945 25 0.494949495 0.5 689 0.499101955 0.575582212 2 0.505050505 0.5 722 0.500006266 0.499133933 37 0.494949495 0.5 700 0.495649523 0.510840398 2 0.505050505 0.5 716 0.523912034 0.499909772 3 0.494949495 0.5 716 0.501352212 0.499512545 41 0.494949495 0.5 718 0.575290023 0.473699656 1 0.494949495 0.5 717 0.503031994 0.499902622 33 0.494949495 0.5 705 0.500078245 0.499060367 35 0.494949495 0.5 738 0.500554764 0.499921651 39 0.494949495 0.5 702 0.541245593 0.491292109 1 0.494949495 0.5 688 0.504380139 0.499940291 17 0.494949495 0.5 740 0.500041856 0.49855815 43 0.494949495 0.5 748 0.518072051 0.499783811 17 0.494949495 0.5 721 0.500561624 0.495611179 25 0.494949495 0.5 733 143483 0.380393541 0.616136964 1484 0.967171717 0.4 1332 0.3909173 0.613615261 1226 0.967676768 0.4 1210 0.396834955 0.603323295 1628 0.979292929 0.4 1343 0.604987924 0.396013675 1479 0.80959596 0.4 1263 0.600128732 0.397432059 1905 0.596969697 0.4 1454 0.606160465 0.394052451 1981 0.635353535 0.4 1453 0.399589332 0.602303038 1436 0.977272727 0.4 1267 0.395820109 0.603169285 1178 0.944444444 0.4 1177 0.612298676 0.392608662 989 0.720707071 0.4 1089 0.611454852 0.379523913 989 0.804545455 0.4 1094 0.607112247 0.398681563 1457 0.712626263 0.4 1309 0.391544606 0.610838241 2054 0.959090909 0.4 1490 0.609970227 0.393458037 1297 0.696464646 0.4 1195 0.603874819 0.39221597 1843 0.761616162 0.4 1411 0.609633575 0.387555731 989 0.72020202 0.4 1048 0.60721957 0.389690323 1269 0.582323232 0.4 1226 0.610383695 0.390511349 2767 0.497474747 0.4 1792 0.607884861 0.382978964 1087 0.789393939 0.4 1098 0.6181867 0.379909708 1821 0.536363636 0.4 1451 0.600605512 0.398933464 1671 0.545959596 0.4 1371 0.390514436 0.61054638 938 0.969191919 0.4 1050 0.604656965 0.395894014 1685 0.498989899 0.4 1335 0.602190152 0.398124166 1363 0.906060606 0.4 1289 0.607539055 0.393510725 2195 0.510606061 0.4 1542 0.609658466 0.394197058 1609 0.737878788 0.4 1384 0.389861996 0.607447764 1080 0.95 0.4 1169 0.60980821 0.393339714 1479 0.78030303 0.4 1314 0.604688464 0.396906404 1361 0.637878788 0.4 1227 0.616714899 0.381962783 989 0.760606061 0.4 1066 0.389524954 0.608679481 1208 0.964646465 0.4 1219 0.60919534 0.391680123 1701 0.534848485 0.4 1389 0.612737238 0.384557367 1269 0.55 0.4 1202 0.617249738 0.385878042 1973 0.639393939 0.4 1493 0.602544018 0.388023096 1041 0.683838384 0.4 1136 0.390889087 0.604434907 1484 0.960606061 0.4 1273 0.631123919 0.375059503 1039 0.596969697 0.4 1132 0.396589739 0.605624498 1834 0.963636364 0.4 1419 0.617066584 0.3862358 1073 0.806565657 0.4 1153 0.610058981 0.397355349 1285 0.738888889 0.4 1235 0.600730305 0.395280843 1885 0.601515152 0.4 1420 0.607067103 0.396028141 935 0.761616162 0.4 1051 0.610298155 0.384141466 1213 0.77979798 0.4 1199 0.604596711 0.393937335 1213 0.793434343 0.4 1146 0.606760355 0.397140868 2145 0.764141414 0.4 1533 0.381949716 0.612474944 1484 0.964141414 0.4 1282 0.603150981 0.399813591 1639 0.648484848 0.4 1384 0.398196564 0.603413119 1360 0.968181818 0.4 1219 0.608359151 0.389123591 989 0.692929293 0.4 1104 0.610923746 0.384936376 1483 0.869191919 0.4 1311 0.603801867 0.396331386 1685 0.496969697 0.4 1358 0.397687506 0.602099854 1602 0.976767677 0.4 1360 0.611424159 0.390171736 1385 0.624242424 0.4 1226 0.383780102 0.620974668 1136 0.966161616 0.4 1126 0.611296931 0.392255656 1297 0.72979798 0.4 1375 0.612032461 0.387252212 1981 0.543434343 0.4 1595 0.620496952 0.386476137 1297 0.663636364 0.4 1258 0.613428337 0.38769635 1787 0.711616162 0.4 1376 0.603244728 0.398657698 1529 0.549494949 0.4 1324 0.394481486 0.602426168 1384 0.943939394 0.4 1247 0.614912842 0.382071216 971 0.804545455 0.4 1122 0.394230436 0.602723644 1428 0.974242424 0.4 1302 0.60045217 0.39727792 1869 0.615151515 0.4 1414 0.634693575 0.370494919 1685 0.664646465 0.4 1323 0.399073669 0.60058353 1084 0.974747475 0.4 1144 0.601189152 0.396569047 1691 0.509090909 0.4 1317 0.377437665 0.626372274 2060 0.964646465 0.4 1466 0.39932272 0.604291924 1846 0.963636364 0.4 1439 0.623685125 0.377867388 1385 0.637878788 0.4 1254 0.603770094 0.396202897 989 0.72979798 0.4 1102 0.606668342 0.391434186 1269 0.800505051 0.4 1180 0.612583434 0.384847731 853 0.767676768 0.4 1040 0.604747456 0.394376946 2469 0.505050505 0.4 1667 0.602951708 0.389802658 1213 0.566161616 0.4 1195 0.3995355 0.600723161 2232 0.911111111 0.4 1550 0.600558436 0.399797061 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0.737373737 0.4 1334 0.609731112 0.390329759 1269 0.563636364 0.4 1247 0.398951483 0.600159534 1138 0.956565657 0.4 1184 0.601999847 0.399028853 1821 0.534848485 0.4 1415 0.391074885 0.611596176 1484 0.974747475 0.4 1288 0.604231799 0.398560168 1701 0.52979798 0.4 1391 0.601081705 0.397689704 967 0.81010101 0.4 1095 0.393092224 0.609845875 1118 0.976262626 0.4 1116 0.612641063 0.385615547 1685 0.674747475 0.4 1337 0.394422728 0.608278713 1082 0.977272727 0.4 1157 0.609420205 0.398013477 1237 0.852020202 0.4 1157 0.618956228 0.381863092 1821 0.54040404 0.4 1479 0.603733958 0.396180638 1707 0.497474747 0.4 1403 0.628151388 0.373408548 1269 0.662121212 0.4 1195 0.393941576 0.606462682 1562 0.971717172 0.4 1302 0.399123991 0.600607373 1646 0.955050505 0.4 1330 0.398101168 0.600434595 964 0.985353535 0.4 1110 0.603778068 0.39551812 1087 0.814646465 0.4 1120 0.612444228 0.384786984 1361 0.717676768 0.4 1227 0.395299063 0.605022915 1080 0.972727273 0.4 1160 0.604696117 0.398253009 1299 0.736868687 0.4 1197 0.39619379 0.600955091 938 0.972727273 0.4 1075 0.609981887 0.393773067 979 0.67020202 0.4 1093 0.602551929 0.399388776 2281 0.496969697 0.4 1599 0.61128925 0.39148103 1821 0.517676768 0.4 1404 0.383751489 0.61403894 1172 0.947474747 0.4 1176 0.389310399 0.608623363 1104 0.945454545 0.4 1153 0.606661551 0.396980919 1483 0.843434343 0.4 1274 0.607663309 0.399371044 2469 0.502020202 0.4 1646 0.616113816 0.389277596 1213 0.805555556 0.4 1179 0.395976227 0.603974389 1834 0.981818182 0.4 1442 0.613231545 0.388819987 1297 0.876262626 0.4 1212 0.610968754 0.387220921 1385 0.590909091 0.4 1268 0.602986743 0.399696964 1385 0.499494949 0.4 1266 0.601240858 0.394034992 1925 0.707575758 0.4 1467 0.606047335 0.387428593 1083 0.866161616 0.4 1133 0.606210607 0.395480815 2227 0.554545455 0.4 1581 0.609455305 0.39303066 1973 0.644444444 0.4 1488 0.610316231 0.390005179 1385 0.606565657 0.4 1267 0.383473312 0.61284031 1144 0.975252525 0.4 1160 0.605372293 0.391118573 2961 0.567171717 0.4 1830 0.601162909 0.397115682 2379 0.495959596 0.4 1575 0.604188543 0.391950215 1375 0.833838384 0.4 1191 0.601901917 0.398177253 1453 0.793434343 0.4 1241 0.396730301 0.605900991 776 0.972727273 0.4 1001 0.396629224 0.606805112 1226 0.981818182 0.4 1186 0.393476314 0.606897077 946 0.972222222 0.4 1068 0.606240005 0.395561113 1285 0.722222222 0.4 1184 0.603212497 0.394108263 1353 0.653535354 0.4 1205 0.602298575 0.396252706 1269 0.497474747 0.4 1191 0.611698123 0.388462459 935 0.888888889 0.4 1079 0.605800534 0.39392489 1073 0.684848485 0.4 1175 0.395513841 0.602508555 1932 0.936868687 0.4 1453 0.393522898 0.606871627 1262 0.973737374 0.4 1212 0.609539035 0.392489993 2993 0.575757576 0.4 1826 0.399999046 0.600507757 1498 0.969191919 0.4 1272 0.614776644 0.381239275 989 0.777272727 0.4 1102 0.623692668 0.384690706 1585 0.693434343 0.4 1269 0.602786555 0.394608758 1633 0.731818182 0.4 1350 0.607210589 0.395147339 2025 0.596969697 0.4 1494 0.605179703 0.397284166 1691 0.496464646 0.4 1331 0.398661717 0.606628072 1208 0.975757576 0.4 1142 0.611720315 0.387524831 1155 0.76010101 0.4 1141 0.367011797 0.637629881 1226 0.974747475 0.4 1203 0.607599832 0.395673768 1409 0.728787879 0.4 1249 0.606945719 0.394911729 1671 0.536868687 0.4 1369 0.615283254 0.383199678 1155 0.644444444 0.4 1206 0.616727797 0.387794156 935 0.937373737 0.4 1036 0.612771189 0.387350919 1671 0.545959596 0.4 1378 0.391093265 0.606538029 1182 0.968686869 0.4 1163 0.616751611 0.38364881 1885 0.545959596 0.4 1397 0.605278002 0.39546201 1237 0.794444444 0.4 1187 0.602796673 0.399556783 1297 0.651515152 0.4 1196 0.399927021 0.600435707 1756 0.924242424 0.4 1383 0.601569513 0.398487018 1043 0.82979798 0.4 1105 0.605877827 0.399622702 2155 0.693939394 0.4 1538 0.396344353 0.604082064 1208 0.896464646 0.4 1155 0.391326861 0.605721364 1484 0.961111111 0.4 1256 0.613940964 0.388195046 2281 0.496969697 0.4 1569 0.626844425 0.376521309 779 0.826767677 0.4 1015 0.612791995 0.386274046 1671 0.508080808 0.4 1317 0.383355494 0.614810365 2060 0.966666667 0.4 1487 0.608995539 0.393125222 1507 0.687878788 0.4 1302 0.611733258 0.394116458 1213 0.65 0.4 1196 0.602280699 0.393635122 1981 0.501010101 0.4 1516 0.630821374 0.368641124 1685 0.603030303 0.4 1345 0.603935119 0.399208021 1639 0.566161616 0.4 1345 0.623697239 0.378326365 979 0.663636364 0.4 1070 0.394406371 0.605749855 1940 0.943939394 0.4 1469 0.603464853 0.397465218 989 0.677777778 0.4 1073 0.60760648 0.398034484 1297 0.81010101 0.4 1198 0.608076996 0.39800164 1181 0.840909091 0.4 1171 0.605015548 0.395305752 1385 0.568181818 0.4 1233 0.615240417 0.376663578 1691 0.59040404 0.4 1354 0.604649247 0.397068295 1087 0.844444444 0.4 1136 0.601300127 0.394465711 1213 0.732323232 0.4 1196 0.600105539 0.399530399 1633 0.568181818 0.4 1332 0.618004598 0.392566304 2183 0.744444444 0.4 1559 0.604122923 0.388695207 1385 0.701010101 0.4 1220 0.610622899 0.385733265 853 0.775252525 0.4 1045 0.392427926 0.612227957 1262 0.976767677 0.4 1171 0.610677956 0.393934869 1905 0.71010101 0.4 1485 0.397919287 0.60272263 1932 0.955555556 0.4 1486 0.397327695 0.604404348 1806 0.963636364 0.4 1365 0.399368657 0.617202794 1380 0.963131313 0.4 1220 255768 0.709083546 0.291284812 2753 0.728787879 0.3 1763 0.703198205 0.295792891 1603 0.797979798 0.3 1321 0.717186488 0.283750607 1691 0.833333333 0.3 1332 0.274169276 0.721298767 1328 0.981818182 0.3 1250 0.703382721 0.290598627 1913 0.945959596 0.3 1451 0.718284929 0.281467393 1671 0.721212121 0.3 1387 0.719186837 0.28013143 2435 0.766666667 0.3 1636 0.713685893 0.284309673 2227 0.867171717 0.3 1548 0.714813976 0.28848534 1155 0.882323232 0.3 1138 0.74430157 0.259805383 1297 0.916161616 0.3 1223 0.29793255 0.703567871 2128 0.965656566 0.3 1487 0.708455581 0.290429124 2061 0.802525253 0.3 1535 0.711000938 0.285870257 1821 0.788888889 0.3 1441 0.71837652 0.280026299 1353 0.865656566 0.3 1206 0.70745134 0.298630227 1701 0.733838384 0.3 1397 0.710503987 0.299257693 1093 0.971717172 0.3 1127 0.702121411 0.295952329 2165 0.879292929 0.3 1557 0.70856359 0.287612905 1213 0.944949495 0.3 1165 0.715626939 0.280637705 1529 0.812626263 0.3 1274 0.718257344 0.289849612 1691 0.817676768 0.3 1390 0.728145413 0.274219976 1585 0.885353535 0.3 1349 0.705028546 0.294568725 1529 0.861616162 0.3 1312 0.712649971 0.281627266 1529 0.737373737 0.3 1286 0.290886258 0.706590866 1328 0.984848485 0.3 1265 0.732856724 0.26778355 1981 0.813131313 0.3 1487 0.71509842 0.286108109 2327 0.88030303 0.3 1594 0.296056211 0.705401279 1932 0.965151515 0.3 1512 0.712079699 0.293083957 1685 0.865656566 0.3 1334 0.271611182 0.722716903 1834 0.974242424 0.3 1382 0.70130918 0.296962111 2577 0.776262626 0.3 1730 0.704566027 0.289176995 2063 0.833333333 0.3 1506 0.267585663 0.72974757 1226 0.977272727 0.3 1222 0.284502202 0.715268656 1942 0.948484848 0.3 1473 0.290665933 0.70185767 2568 0.917171717 0.3 1716 0.710620778 0.293170281 2037 0.822222222 0.3 1557 0.705717207 0.298804994 1507 0.882828283 0.3 1300 0.285189186 0.71705391 2174 0.969191919 0.3 1518 0.711922466 0.286955266 1269 0.856565657 0.3 1202 0.716481659 0.282390761 2227 0.905555556 0.3 1599 0.756031823 0.245397579 1155 0.894444444 0.3 1160 0.291118837 0.703869218 1484 0.976262626 0.3 1303 0.729777101 0.270790492 1905 0.928787879 0.3 1476 0.701386656 0.297753638 2119 0.796969697 0.3 1521 0.288005434 0.712740885 1484 0.962121212 0.3 1302 0.286680081 0.718396259 1484 0.950505051 0.3 1287 0.72299209 0.27903606 2195 0.8 0.3 1603 0.703981936 0.294030454 1913 0.894949495 0.3 1476 0.720612742 0.280797933 1529 0.787373737 0.3 1292 0.736992664 0.260356467 1541 0.761616162 0.3 1295 0.709011479 0.285709334 1585 0.856565657 0.3 1301 0.706377472 0.291060437 1479 0.914646465 0.3 1305 0.710172532 0.287869301 1255 0.914141414 0.3 1205 0.262642294 0.730842647 1484 0.971212121 0.3 1261 0.712975011 0.294362235 1297 0.902525253 0.3 1238 0.707559401 0.288225202 1585 0.877272727 0.3 1350 0.708895628 0.291365613 1981 0.731818182 0.3 1490 0.278762755 0.723120248 1942 0.949494949 0.3 1509 0.728683392 0.275203781 2823 0.850505051 0.3 1834 0.287379494 0.717275619 2350 0.975757576 0.3 1668 0.712101143 0.295756689 2765 0.722727273 0.3 1828 0.759029829 0.241123645 1585 0.887878788 0.3 1337 0.282464151 0.714498261 1932 0.972222222 0.3 1473 0.727398336 0.268084527 1213 0.895959596 0.3 1142 0.728925711 0.269853588 1297 0.884343434 0.3 1190 0.28648101 0.715325395 1910 0.967171717 0.3 1452 0.288017278 0.712794653 2350 0.979292929 0.3 1616 0.719105472 0.28148738 1603 0.861616162 0.3 1300 0.713129188 0.289185299 1529 0.826262626 0.3 1296 0.295617031 0.702397324 4558 0.915151515 0.3 2477 0.283126721 0.719588116 1646 0.973737374 0.3 1351 0.298439105 0.705036335 1932 0.953030303 0.3 1416 0.715509202 0.27794621 2155 0.910606061 0.3 1489 0.738619136 0.257860259 1541 0.790909091 0.3 1283 0.290505521 0.712610832 1932 0.934343434 0.3 1441 0.703062127 0.298176414 1375 0.915656566 0.3 1225 0.294427012 0.701664974 2074 0.937373737 0.3 1513 0.732882167 0.263533733 1155 0.911616162 0.3 1172 0.706118248 0.296038432 2327 0.892929293 0.3 1593 0.725721353 0.270195659 2175 0.953030303 0.3 1512 0.708418001 0.29477467 2613 0.817171717 0.3 1735 0.710697491 0.295760631 1691 0.786868687 0.3 1339 0.280044546 0.718260941 1602 0.969191919 0.3 1351 0.734559922 0.27497654 1585 0.860606061 0.3 1320 0.70279429 0.298860199 1685 0.802525253 0.3 1338 0.70436403 0.298486187 2353 0.934343434 0.3 1648 0.722759194 0.287444003 1155 0.872727273 0.3 1150 0.294388856 0.709275574 1142 0.893939394 0.3 1179 0.712645761 0.287446205 1913 0.911111111 0.3 1419 0.731334879 0.263410758 1685 0.912121212 0.3 1331 0.710795309 0.297556659 1603 0.898484848 0.3 1312 0.708840456 0.295788451 1155 0.925757576 0.3 1163 0.732559786 0.27575791 1385 0.853030303 0.3 1213 0.709303655 0.286576632 1639 0.88030303 0.3 1390 0.274611754 0.726421915 1144 0.989393939 0.3 1133 0.270169349 0.724583894 1262 0.953535354 0.3 1256 0.703019725 0.292479977 1797 0.817171717 0.3 1379 0.708049108 0.297520108 1155 0.883838384 0.3 1156 0.762676976 0.234468919 1981 0.713636364 0.3 1543 0.718489043 0.282926163 1385 0.865151515 0.3 1220 0.711119308 0.291040271 1691 0.875252525 0.3 1426 0.719187057 0.294611074 1691 0.733838384 0.3 1436 0.713969178 0.283711323 2435 0.861111111 0.3 1695 0.728457857 0.275858229 2613 0.901515152 0.3 1871 0.710094792 0.296117111 1707 0.649494949 0.3 1517 0.710710258 0.28878996 1385 0.782323232 0.3 1544 0.705674801 0.290686757 1603 0.763131313 0.3 1514 0.288075924 0.717843763 2148 0.964646465 0.3 1551 0.701135482 0.299080924 1087 0.922222222 0.3 1169 0.725606027 0.277965493 1353 0.871212121 0.3 1275 0.70965187 0.293863613 3019 0.725757576 0.3 1853 0.700861539 0.296097668 1551 0.795959596 0.3 1328 0.732549969 0.270502413 1955 0.873232323 0.3 1454 0.705175484 0.299923576 1453 0.947474747 0.3 1324 0.708212472 0.292021091 1885 0.928282828 0.3 1462 0.710204246 0.285610639 2435 0.821212121 0.3 1662 0.710446991 0.291308242 1671 0.773232323 0.3 1355 0.715830795 0.281775612 2063 0.902525253 0.3 1570 0.702353814 0.28881538 1701 0.704545455 0.3 1331 0.719556148 0.278044877 2469 0.806565657 0.3 1662 0.708269061 0.292918244 1603 0.866666667 0.3 1283 0.702067057 0.299152789 1701 0.608080808 0.3 1382 0.715723768 0.289341916 1297 0.903030303 0.3 1243 0.700959327 0.299662971 3181 0.721717172 0.3 1879 0.717820679 0.282654706 1453 0.954040404 0.3 1237 0.716742733 0.288185311 1639 0.868686869 0.3 1331 0.716002203 0.28443399 2263 0.796464646 0.3 1519 0.274325245 0.728143784 1484 0.966666667 0.3 1268 0.717050039 0.273847938 989 0.933333333 0.3 1084 0.701152129 0.297602024 2787 0.607070707 0.3 1778 0.282816298 0.724166663 1498 0.947474747 0.3 1285 0.703163223 0.29664032 1981 0.787373737 0.3 1472 0.713672321 0.290194886 2263 0.818181818 0.3 1558 0.735043675 0.271636163 1155 0.86969697 0.3 1144 0.297499358 0.700669825 1436 0.96010101 0.3 1270 0.27027309 0.720411627 1932 0.910606061 0.3 1501 0.708172494 0.296547459 1701 0.661111111 0.3 1348 0.286483079 0.712076267 1484 0.974747475 0.3 1286 0.286625617 0.711762341 1226 0.974242424 0.3 1180 0.712380638 0.284863781 2469 0.748989899 0.3 1618 0.715285205 0.287861848 1685 0.815151515 0.3 1323 0.713942013 0.290667618 1609 0.900505051 0.3 1306 0.741698066 0.256228615 1981 0.81010101 0.3 1440 0.293502625 0.706654905 1484 0.98030303 0.3 1236 0.727386342 0.261902719 2227 0.921212121 0.3 1525 0.705917228 0.291558621 2191 0.786868687 0.3 1535 0.707006822 0.293329139 2635 0.818686869 0.3 1659 0.718764853 0.280057067 1685 0.839393939 0.3 1353 0.733900821 0.270183917 1529 0.687373737 0.3 1236 0.702966284 0.299738675 1585 0.865151515 0.3 1284 0.291804106 0.708908363 2094 0.954545455 0.3 1592 0.706118014 0.290984624 1585 0.791919192 0.3 1315 0.725561789 0.276247145 2469 0.718686869 0.3 1639 0.298933919 0.705841961 1138 0.964141414 0.3 1133 0.707476853 0.298581177 1879 0.932828283 0.3 1409 0.27908262 0.713426943 2232 0.881818182 0.3 1541 0.732705412 0.263999499 1603 0.897979798 0.3 1269 0.707886877 0.292610782 1385 0.805050505 0.3 1221 0.722751636 0.276383423 1685 0.87020202 0.3 1325 0.715422702 0.286630791 1297 0.900505051 0.3 1225 0.713930386 0.293711584 2145 0.959090909 0.3 1511 0.725302438 0.27851373 1297 0.886868687 0.3 1189 0.707743982 0.288851916 1385 0.846969697 0.3 1240 0.703857053 0.292844568 2677 0.751010101 0.3 1683 0.716337758 0.289570304 2281 0.643434343 0.3 1557 0.286833883 0.7139866 2060 0.973232323 0.3 1599 0.292460582 0.701833174 3526 0.96969697 0.3 2060 0.708853984 0.284740149 1541 0.736363636 0.3 1279 0.704850094 0.295472881 1655 0.837373737 0.3 1373 0.701305896 0.294197577 1479 0.934848485 0.3 1285 0.27931032 0.722094693 1942 0.956060606 0.3 1464 0.2998607 0.711806246 1712 0.921717172 0.3 1393 0.721071126 0.276617905 1821 0.811111111 0.3 1400 0.708016688 0.29433488 1297 0.919191919 0.3 1172 0.702790458 0.299157644 1285 0.972222222 0.3 1203 0.291793596 0.712775902 3054 0.928787879 0.3 1912 0.288185765 0.705818877 1602 0.976262626 0.3 1297 0.702557455 0.297708352 2157 0.945454545 0.3 1539 0.282622151 0.721049462 1602 0.968181818 0.3 1301 0.707509446 0.287055275 2739 0.802020202 0.3 1926 0.296789314 0.701204589 1602 0.976262626 0.3 1292 0.726466469 0.285181253 2613 0.824747475 0.3 1696 0.704085276 0.298380939 1691 0.781313131 0.3 1321 0.700404471 0.29817672 1541 0.763636364 0.3 1301 0.705946791 0.297990965 1685 0.828787879 0.3 1377 0.297449942 0.706945302 1932 0.98030303 0.3 1424 0.701153357 0.299991378 1685 0.841919192 0.3 1338 0.71102067 0.296820526 1483 0.969191919 0.3 1251 0.297476257 0.700046765 1780 0.919191919 0.3 1393 0.727019899 0.276579502 1437 0.903535354 0.3 1281 0.706702234 0.288734682 1269 0.898484848 0.3 1203 0.733398041 0.274274292 1297 0.948484848 0.3 1218 0.279473501 0.722196126 1328 0.974242424 0.3 1244 0.715616643 0.284526829 1633 0.913131313 0.3 1315 0.715059094 0.289000044 2523 0.865151515 0.3 1699 0.704684829 0.29290053 1585 0.825252525 0.3 1373 0.2794249 0.720983792 1602 0.957575758 0.3 1302 0.290135799 0.711091051 1498 0.963131313 0.3 1285 0.297352063 0.704849224 1712 0.904040404 0.3 1386 0.706310249 0.296658222 3461 0.535858586 0.3 2054 280897 0.855795673 0.144512661 1385 0.937878788 0.2 1275 0.804891789 0.194782477 2045 0.956060606 0.2 1491 0.180109279 0.814351606 2174 0.968181818 0.2 1558 0.806689204 0.193095581 1671 0.956060606 0.2 1317 0.80940298 0.185839809 2063 0.964141414 0.2 1505 0.806051596 0.188958229 1039 0.874242424 0.2 1157 0.816545448 0.181488688 3461 0.838888889 0.2 2020 0.802445267 0.192459805 1437 0.948484848 0.2 1286 0.809919359 0.191351961 2433 0.807070707 0.2 1613 0.816979462 0.185016476 1541 0.805050505 0.2 1386 0.842229899 0.156963104 1821 0.898484848 0.2 1394 0.809771653 0.19192386 1835 0.891919192 0.2 1362 0.841436146 0.158399566 1685 0.917676768 0.2 1316 0.162798958 0.831249026 1932 0.926262626 0.2 1425 0.183250282 0.818403388 1208 0.987373737 0.2 1141 0.806885974 0.191250682 2141 0.883333333 0.2 1520 0.806368993 0.192578881 2469 0.851010101 0.2 1643 0.809728728 0.187107904 2227 0.93030303 0.2 1551 0.801929307 0.196499399 1181 0.965151515 0.2 1111 0.825654913 0.178049088 2371 0.941414141 0.2 1565 0.817442822 0.180870033 1529 0.970707071 0.2 1308 0.807625989 0.190621603 2025 0.972727273 0.2 1456 0.810706011 0.189712187 1981 0.853030303 0.2 1472 0.817279162 0.187321048 1981 0.910606061 0.2 1477 0.803108257 0.198856714 1981 0.883333333 0.2 1440 0.191734703 0.806120874 1756 0.91010101 0.2 1383 0.187932597 0.810728089 2586 0.971212121 0.2 1661 0.177156313 0.817413305 1806 0.982828283 0.2 1436 0.80622941 0.196334326 1981 0.90959596 0.2 1556 0.193503673 0.803648411 1932 0.971212121 0.2 1426 0.805634511 0.195262593 1707 0.874747475 0.2 1398 0.831624935 0.170668626 1297 0.952020202 0.2 1196 0.826416432 0.173609528 2385 0.932828283 0.2 1703 0.81918633 0.180585667 2435 0.907575758 0.2 1602 0.826240471 0.170814818 2469 0.89040404 0.2 1636 0.185438007 0.814555129 2518 0.98030303 0.2 1637 0.811215845 0.189681259 1981 0.921212121 0.2 1463 0.156135898 0.841440141 2216 0.974242424 0.2 1620 0.164355575 0.842941142 1172 0.988383838 0.2 1190 0.187019157 0.810606155 2822 0.900505051 0.2 1857 0.150021254 0.848160348 1806 0.977777778 0.2 1410 0.842517143 0.154511747 1529 0.783838384 0.2 1299 0.801620191 0.195520213 3019 0.929292929 0.2 1848 0.803865492 0.191560614 2197 0.964141414 0.2 1492 0.814783519 0.18060383 2623 0.704040404 0.2 1679 0.806184889 0.195570956 2385 0.853030303 0.2 1620 0.182759974 0.816951647 2568 0.933333333 0.2 1662 0.847917627 0.158142171 1297 0.965656566 0.2 1207 0.821279983 0.178278049 2147 0.975757576 0.2 1502 0.811296967 0.193529311 1685 0.955555556 0.2 1312 0.819378239 0.185157567 2613 0.86010101 0.2 1667 0.81645731 0.183036104 1981 0.847979798 0.2 1565 0.818400474 0.184398987 1685 0.97020202 0.2 1343 0.809524309 0.189222234 1385 0.877272727 0.2 1233 0.808712192 0.189392561 2613 0.892929293 0.2 1685 0.802647651 0.197065603 2853 0.898989899 0.2 1777 0.151363915 0.852816032 2216 0.98030303 0.2 1532 0.828339909 0.171608712 1821 0.877272727 0.2 1388 0.803825254 0.192060253 2147 0.976262626 0.2 1533 0.814989376 0.180221733 2263 0.903535354 0.2 1577 0.801969058 0.190593583 2613 0.92020202 0.2 1672 0.18872657 0.814916609 1484 0.971717172 0.2 1268 0.186278453 0.817565274 1484 0.943434343 0.2 1276 0.815420864 0.183959711 2767 0.814141414 0.2 1752 0.81400818 0.18453364 2433 0.78989899 0.2 1662 0.193850245 0.805993631 1942 0.911616162 0.2 1455 0.800750998 0.196179127 1529 0.893434343 0.2 1345 0.801954314 0.194837687 1701 0.918181818 0.2 1346 0.84318661 0.155227066 1297 0.936363636 0.2 1195 0.823873017 0.169994201 2523 0.945959596 0.2 1714 0.18308596 0.815179479 1602 0.968686869 0.2 1283 0.815430218 0.184665 2183 0.90959596 0.2 1591 0.819908548 0.183451696 1453 0.975252525 0.2 1252 0.195117626 0.809820444 1602 0.955555556 0.2 1315 0.805600148 0.191266877 2433 0.578787879 0.2 1657 0.188013476 0.8082159 1942 0.918686869 0.2 1456 0.802736412 0.188324922 1685 0.904040404 0.2 1332 0.188675467 0.8099494 1806 0.968181818 0.2 1403 0.805750914 0.194013186 3557 0.798989899 0.2 2068 0.807711904 0.194863662 1707 0.790909091 0.2 1487 0.802890629 0.18919579 1701 0.87020202 0.2 1397 0.864973355 0.134653348 1981 0.917676768 0.2 1465 0.835033916 0.166672644 1981 0.933838384 0.2 1500 0.807497493 0.191792223 2421 0.914141414 0.2 1615 0.818992664 0.179381419 1885 0.932323232 0.2 1438 0.182291503 0.815624009 1262 0.983333333 0.2 1228 0.162170978 0.839857039 3654 0.950505051 0.2 2094 0.830270913 0.174376439 2451 0.915656566 0.2 1618 0.191938002 0.807238833 3646 0.941414141 0.2 2097 0.810559076 0.192387159 1685 0.920707071 0.2 1378 0.822212677 0.179373098 1685 0.941414141 0.2 1394 0.807665398 0.194897359 1297 0.871717172 0.2 1254 0.818345626 0.182651096 2281 0.792929293 0.2 1743 0.193130911 0.80977704 1602 0.975252525 0.2 1300 0.806342024 0.194307934 1655 0.871717172 0.2 1347 0.825558122 0.172624246 1821 0.856565657 0.2 1425 0.197783898 0.800787602 1942 0.916666667 0.2 1426 0.802124058 0.197150625 1843 0.934343434 0.2 1381 0.808027548 0.187858997 1981 0.893434343 0.2 1441 0.81035608 0.184183454 1885 0.93030303 0.2 1409 0.808615733 0.194613514 1385 0.931818182 0.2 1269 0.828815464 0.170238688 1685 0.966666667 0.2 1330 0.819027974 0.178488289 2147 0.976262626 0.2 1518 0.802952409 0.197708066 3187 0.807575758 0.2 1975 0.812307438 0.184157705 1955 0.932828283 0.2 1460 0.818669564 0.184272362 2935 0.881818182 0.2 1812 0.810327061 0.192430716 1981 0.862121212 0.2 1616 0.822993601 0.171153629 2613 0.920707071 0.2 1690 0.818611203 0.183407216 2975 0.964646465 0.2 1902 0.187252014 0.808214161 1942 0.964141414 0.2 1471 0.814726051 0.181522125 1701 0.853030303 0.2 1333 0.808816521 0.195548047 2145 0.97979798 0.2 1510 0.185364769 0.820291023 1484 0.974242424 0.2 1268 0.176443567 0.827806201 4246 0.962626263 0.2 2286 0.186215397 0.811691136 1782 0.974242424 0.2 1369 0.806315875 0.197550694 1691 0.742929293 0.2 1354 0.825657406 0.18040632 2523 0.900505051 0.2 1612 0.805780947 0.196211829 2111 0.925252525 0.2 1524 0.829754681 0.166803107 1913 0.945959596 0.2 1409 0.802028411 0.198056756 2025 0.978787879 0.2 1581 0.83489307 0.162594513 1529 0.958080808 0.2 1284 0.185494456 0.808293262 1602 0.96010101 0.2 1316 0.812501439 0.1788109 1701 0.849494949 0.2 1331 0.809580645 0.187507166 1885 0.921212121 0.2 1416 0.807287843 0.189251564 2027 0.894444444 0.2 1440 0.804577309 0.198090883 1891 0.945454545 0.2 1419 0.184760793 0.813756902 1428 0.968181818 0.2 1283 0.825161886 0.175678802 1297 0.942424242 0.2 1253 0.816601908 0.18036424 1905 0.975252525 0.2 1472 0.807564754 0.195665094 1585 0.864141414 0.2 1344 0.81218061 0.184073619 1373 0.946464646 0.2 1227 0.191599886 0.809782397 1628 0.983333333 0.2 1329 0.809787298 0.192025504 1479 0.946969697 0.2 1233 0.83914959 0.160925865 1685 0.970707071 0.2 1322 0.191144251 0.804210247 1476 0.964646465 0.2 1270 0.186550206 0.808971145 1782 0.948484848 0.2 1414 0.179903382 0.810083808 2174 0.977272727 0.2 1550 0.199040871 0.806340946 1498 0.967676768 0.2 1282 0.812317716 0.19028179 1913 0.953535354 0.2 1405 0.811018537 0.193916846 1479 0.97979798 0.2 1309 0.184814669 0.819266244 1498 0.976262626 0.2 1245 0.191461804 0.811867283 1988 0.980808081 0.2 1424 0.8432941 0.158588306 1585 0.959090909 0.2 1327 0.160277217 0.83881983 2350 0.91969697 0.2 1593 0.853200292 0.150842269 1585 0.948989899 0.2 1282 0.186957516 0.811922249 2350 0.974242424 0.2 1579 0.821465745 0.178227671 1905 0.978787879 0.2 1396 0.172340496 0.823538236 1806 0.976262626 0.2 1424 0.814763758 0.191452714 1685 0.936868687 0.2 1331 0.815469278 0.186302093 2613 0.928787879 0.2 1787 0.838781379 0.165304907 2281 0.79040404 0.2 1549 0.816612365 0.184818567 1385 0.922727273 0.2 1221 0.825285572 0.172535284 1701 0.878787879 0.2 1352 0.120332652 0.878670055 2216 0.965151515 0.2 1508 0.196086645 0.800297787 2586 0.938888889 0.2 1675 0.819682732 0.18362481 1913 0.920707071 0.2 1426 0.811591588 0.184129886 1671 0.910606061 0.2 1314 0.196683249 0.805260893 1602 0.980808081 0.2 1338 0.823660693 0.176051123 1981 0.906060606 0.2 1440 0.813162804 0.183515069 2165 0.911616162 0.2 1505 0.186794489 0.810272442 2060 0.93989899 0.2 1477 0.819413246 0.187886571 1701 0.91969697 0.2 1353 0.811362467 0.192118513 1591 0.955050505 0.2 1346 0.811486497 0.187757736 1569 0.884343434 0.2 1306 0.813926577 0.188498447 2227 0.931818182 0.2 1649 0.81199379 0.190397638 1973 0.88989899 0.2 1460 0.809591737 0.192952621 2371 0.815151515 0.2 1604 0.835675819 0.160150298 1297 0.950505051 0.2 1211 0.804325005 0.197806108 2421 0.922222222 0.2 1631 0.81242916 0.192416337 1603 0.92020202 0.2 1321 0.8240603 0.181743661 2433 0.642424242 0.2 1621 0.812809979 0.18802174 2421 0.959090909 0.2 1586 0.194360129 0.805045802 1080 0.978787879 0.2 1134 0.808537726 0.190857562 1821 0.818686869 0.2 1425 0.814824401 0.188479072 1385 0.921717172 0.2 1222 0.814914631 0.186379673 1905 0.923737374 0.2 1404 0.807745966 0.189372884 1691 0.778282828 0.2 1370 0.806997072 0.191601464 2141 0.857070707 0.2 1520 0.81666095 0.185257812 2157 0.963636364 0.2 1646 0.827402463 0.173281618 1701 0.908080808 0.2 1363 0.843578475 0.155411926 1955 0.931313131 0.2 1468 0.198426123 0.800011425 1602 0.963131313 0.2 1338 0.825654562 0.177118562 1981 0.887373737 0.2 1456 0.81868574 0.186463348 1297 0.977272727 0.2 1175 0.802485392 0.191760996 1691 0.891414141 0.2 1339 0.862857132 0.131192391 1297 0.962626263 0.2 1183 0.806715736 0.188810957 3523 0.786868687 0.2 2067 0.81188944 0.186515346 1373 0.92020202 0.2 1239 0.198703615 0.800859035 1806 0.921717172 0.2 1399 0.81152524 0.193008462 1981 0.802525253 0.2 1456 0.192625706 0.805202297 1484 0.965151515 0.2 1253 0.809544041 0.190335725 2469 0.866666667 0.2 1600 0.826486519 0.17604829 2613 0.93989899 0.2 1722 0.807734487 0.191879248 1797 0.891919192 0.2 1404 0.800403145 0.196482063 1685 0.951515152 0.2 1365 0.812826689 0.185847418 2677 0.814141414 0.2 1722 0.823613504 0.173725726 1821 0.876262626 0.2 1410 0.804183199 0.197871724 2047 0.946464646 0.2 1480 0.820980462 0.184000294 2469 0.822727273 0.2 1650 291642 0.096521136 0.902546742 2586 0.958080808 0.1 1644 0.901043292 0.098175147 1835 0.941414141 0.1 1432 0.902096518 0.097550686 2433 0.786363636 0.1 1564 0.904289265 0.096895076 1973 0.936868687 0.1 1473 0.932370289 0.068649969 2371 0.894949495 0.1 1572 0.096085167 0.908670338 2232 0.950505051 0.1 1535 0.093469641 0.91033636 2822 0.954545455 0.1 1789 0.901882334 0.099429577 3181 0.907070707 0.1 2014 0.931277803 0.070817567 2613 0.964141414 0.1 1692 0.089596674 0.909615523 2568 0.957575758 0.1 1651 0.907277677 0.096151703 3613 0.795959596 0.1 2071 0.908938379 0.093387289 2635 0.895959596 0.1 1754 0.080125171 0.919104359 1484 0.975757576 0.1 1254 0.096981305 0.901583057 2822 0.942424242 0.1 1785 0.91977256 0.082814562 2183 0.887373737 0.1 1556 0.909915744 0.094527 2623 0.775252525 0.1 1692 0.093561683 0.909963026 1782 0.942929293 0.1 1383 0.907759567 0.093223696 1691 0.87979798 0.1 1348 0.912846682 0.085632496 2433 0.806565657 0.1 1654 0.907881104 0.091167629 1821 0.935353535 0.1 1415 0.911720587 0.088044059 2227 0.958080808 0.1 1607 0.908903771 0.093111787 2379 0.948484848 0.1 1603 0.909048838 0.088595829 2589 0.943939394 0.1 1705 0.912206286 0.087208886 1821 0.929292929 0.1 1374 0.098745524 0.901993956 1628 0.978787879 0.1 1328 0.909164493 0.091641367 2879 0.917676768 0.1 1828 0.092116712 0.907523006 1988 0.973737374 0.1 1437 0.923056346 0.076943962 2155 0.971212121 0.1 1522 0.919528232 0.082537532 2227 0.97020202 0.1 1549 0.906465927 0.094045231 2147 0.974242424 0.1 1500 0.906620673 0.091463393 2191 0.930808081 0.1 1532 0.915612568 0.087307217 2227 0.92979798 0.1 1523 0.900079167 0.096245466 1685 0.952525253 0.1 1362 0.091567114 0.908158636 1484 0.937878788 0.1 1378 0.902905963 0.096139997 2423 0.951515152 0.1 1628 0.910608886 0.08889438 3827 0.904545455 0.1 2162 0.091643776 0.903833321 1602 0.978787879 0.1 1330 0.096061176 0.907071848 1968 0.955555556 0.1 1481 0.908205561 0.095131602 1507 0.913636364 0.1 1300 0.919139707 0.076288118 2469 0.911616162 0.1 1659 0.938112394 0.062802661 2613 0.97979798 0.1 1667 0.082012551 0.916677314 4246 0.926262626 0.1 2382 0.914452773 0.087285481 1981 0.884848485 0.1 1454 0.906352895 0.093744757 2433 0.83989899 0.1 1680 0.905701713 0.094694504 1973 0.955050505 0.1 1440 0.907211432 0.095044036 1541 0.897474747 0.1 1259 0.091264683 0.908500424 2938 0.932828283 0.1 1922 0.099005733 0.900135531 2204 0.95 0.1 1540 0.903499444 0.099490599 2513 0.980808081 0.1 1617 0.900309943 0.099139606 2975 0.986868687 0.1 1852 0.081970843 0.919934777 2148 0.968686869 0.1 1492 0.095365948 0.901934875 1842 0.978282828 0.1 1424 0.901392857 0.096038408 1891 0.908585859 0.1 1412 0.91221675 0.087669505 2433 0.872727273 0.1 1635 0.902678461 0.094993283 1707 0.794949495 0.1 1315 0.089797249 0.911587686 2418 0.954040404 0.1 1622 0.908709996 0.092158055 1385 0.919191919 0.1 1210 0.0984768 0.90043082 3872 0.920707071 0.1 2110 0.080383645 0.917161984 2586 0.970707071 0.1 1711 0.078832434 0.91973141 2350 0.967676768 0.1 1675 0.918616109 0.084055696 1797 0.935858586 0.1 1480 0.924136157 0.073830805 2613 0.951515152 0.1 1818 0.908441954 0.090951007 2853 0.906565657 0.1 1804 0.077515684 0.920240271 2216 0.975252525 0.1 1519 0.094179628 0.904308778 1834 0.951010101 0.1 1378 0.921598434 0.080113659 2613 0.971717172 0.1 1725 0.085985011 0.915679587 2822 0.951010101 0.1 1786 0.917428631 0.083175052 2613 0.944949495 0.1 1737 0.911272666 0.088463943 2157 0.973737374 0.1 1536 0.901443301 0.093008155 1541 0.924747475 0.1 1252 0.913766812 0.088603108 1529 0.922222222 0.1 1268 0.90440064 0.095038767 1905 0.969191919 0.1 1454 0.099898431 0.900348588 2588 0.958080808 0.1 1740 0.900653609 0.0980042 2613 0.979292929 0.1 1675 0.087094655 0.911654306 2216 0.974242424 0.1 1536 0.902350468 0.097814972 1821 0.896969697 0.1 1401 0.915452663 0.083960047 3181 0.853030303 0.1 1943 0.902970444 0.098254185 1891 0.971717172 0.1 1471 0.908569276 0.089731974 3931 0.804040404 0.1 2269 0.915024581 0.085917754 3873 0.929292929 0.1 2205 0.903211747 0.094439321 2011 0.980808081 0.1 1456 0.910405346 0.091764183 2577 0.923737374 0.1 1652 0.926591035 0.074410317 2613 0.974747475 0.1 1697 0.088551113 0.913312568 1932 0.93989899 0.1 1410 0.904696745 0.092518872 1529 0.935858586 0.1 1352 0.913640725 0.087893749 2677 0.86010101 0.1 1760 0.910273055 0.09473595 2281 0.865656566 0.1 1550 0.094662462 0.904656608 3526 0.972727273 0.1 2047 0.910691666 0.087591883 1385 0.904040404 0.1 1238 0.093968965 0.907123938 2148 0.965656566 0.1 1497 0.912357011 0.085171011 2013 0.980808081 0.1 1487 0.073952857 0.927557253 1484 0.942424242 0.1 1299 0.089226854 0.912256162 2350 0.96010101 0.1 1589 0.900528686 0.09736258 1685 0.975757576 0.1 1299 0.09766149 0.903410243 2604 0.933333333 0.1 1727 0.918224559 0.08400099 2613 0.938383838 0.1 1682 0.911365859 0.086528601 2191 0.951010101 0.1 1538 0.904332436 0.096398644 2155 0.967171717 0.1 1674 0.914449449 0.084835542 2195 0.897474747 0.1 1598 0.901267925 0.098819928 1663 0.936868687 0.1 1327 0.930218887 0.068991195 1529 0.964646465 0.1 1335 0.905423789 0.096150672 2613 0.956565657 0.1 1737 0.906684984 0.095179801 2635 0.908080808 0.1 1795 0.913023947 0.087854677 2371 0.891414141 0.1 1600 0.077683748 0.924938406 1484 0.976767677 0.1 1250 0.912174468 0.086422853 1885 0.954545455 0.1 1397 0.906892506 0.092887115 3003 0.823232323 0.1 1846 0.903192217 0.095135691 1913 0.951010101 0.1 1424 0.903980779 0.095849929 2469 0.872222222 0.1 1618 0.084083225 0.914940444 2216 0.977272727 0.1 1532 0.906157418 0.094218414 1913 0.961616162 0.1 1408 0.929443974 0.070711259 1529 0.953535354 0.1 1375 0.900469235 0.09749041 4033 0.784848485 0.1 2267 0.925622302 0.074351918 2673 0.853030303 0.1 1757 0.097373878 0.906162892 1484 0.954040404 0.1 1268 0.913778464 0.084809171 2577 0.951010101 0.1 1673 0.901781482 0.09649746 1585 0.96969697 0.1 1302 0.932915761 0.069026475 1821 0.86969697 0.1 1371 0.904509476 0.09893165 2263 0.905555556 0.1 1569 0.090418037 0.911256694 1932 0.907575758 0.1 1443 0.91653204 0.087689761 2635 0.905050505 0.1 1693 0.907981541 0.089891648 2673 0.896464646 0.1 1699 0.928689003 0.072319964 1685 0.927777778 0.1 1335 0.900706219 0.097109479 1913 0.892929293 0.1 1442 0.080383772 0.921979247 1498 0.980808081 0.1 1318 0.916484229 0.086159939 2577 0.927777778 0.1 1705 0.924742638 0.074424471 1685 0.981818182 0.1 1347 0.902056195 0.09405227 2155 0.973232323 0.1 1529 0.089638242 0.910692454 2174 0.952020202 0.1 1505 0.915137579 0.082333964 2227 0.972727273 0.1 1544 0.917755239 0.081149904 1913 0.972727273 0.1 1443 0.900747876 0.099800222 2037 0.966666667 0.1 1473 0.936335518 0.064352552 2191 0.91010101 0.1 1510 0.097548852 0.901956813 2148 0.968686869 0.1 1488 0.909177867 0.08819607 1707 0.868686869 0.1 1316 0.097888888 0.903629189 1910 0.968686869 0.1 1410 0.914728874 0.086802287 2787 0.882323232 0.1 1792 0.08365362 0.916869493 2204 0.958585859 0.1 1554 0.079300798 0.917546089 2060 0.932323232 0.1 1553 0.069912443 0.931599437 2016 0.974747475 0.1 1504 0.062346848 0.938985477 1988 0.972222222 0.1 1430 0.908542742 0.089629003 1685 0.98030303 0.1 1331 0.902825708 0.096987165 1685 0.966666667 0.1 1364 0.086020157 0.919681533 3902 0.94040404 0.1 2199 0.905044109 0.095042729 1529 0.924242424 0.1 1253 0.937226413 0.062364508 1385 0.952020202 0.1 1252 0.904562572 0.094699462 1701 0.912121212 0.1 1364 0.91762524 0.082880023 2045 0.974747475 0.1 1507 0.908577037 0.094497354 2853 0.807070707 0.1 1827 0.904466915 0.098474237 1385 0.881818182 0.1 1332 0.089917035 0.913152674 2016 0.971212121 0.1 1530 0.906256989 0.094397409 1541 0.946969697 0.1 1320 0.929883496 0.068097603 1905 0.982828283 0.1 1581 0.909992242 0.091344347 2787 0.741414141 0.1 1720 0.916359054 0.084701001 1541 0.915656566 0.1 1291 0.911362913 0.092372431 3169 0.909090909 0.1 1935 0.098989138 0.907073228 2568 0.940909091 0.1 1668 0.904307763 0.097908553 1691 0.958585859 0.1 1300 0.093907556 0.902765891 2204 0.968686869 0.1 1580 0.904407148 0.099070963 2187 0.963131313 0.1 1562 0.902071063 0.095721055 2421 0.891919192 0.1 1652 0.918506206 0.080574412 2227 0.920707071 0.1 1538 0.098630413 0.904059956 1498 0.984848485 0.1 1238 0.917902043 0.081063422 2263 0.777777778 0.1 1574 0.094699391 0.901244204 2350 0.948989899 0.1 1591 0.905373579 0.09377643 2195 0.894949495 0.1 1612 0.926390593 0.07135526 2421 0.921717172 0.1 1618 0.907092813 0.093256363 1885 0.960606061 0.1 1446 0.924040522 0.073855001 2433 0.839393939 0.1 1612 0.909913703 0.09134339 2045 0.971212121 0.1 1516 0.094526399 0.904916059 1712 0.953030303 0.1 1347 0.918779092 0.080451501 2421 0.98030303 0.1 1619 0.916332103 0.087364877 2147 0.972222222 0.1 1526 0.077138854 0.920958945 2350 0.956060606 0.1 1596 0.097865739 0.903942251 1968 0.96969697 0.1 1532 0.091064058 0.906474785 1788 0.952020202 0.1 1377 0.909349753 0.090399494 2857 0.893434343 0.1 1745 0.902488977 0.0976429 2677 0.932323232 0.1 1682 0.065558916 0.934416794 2978 0.945959596 0.1 1802 0.916592424 0.083972011 2371 0.798989899 0.1 1576 0.08779659 0.91238761 2586 0.968686869 0.1 1665 0.09033487 0.907409077 2822 0.958080808 0.1 1735 0.909007828 0.090669589 1981 0.933333333 0.1 1423 0.905224908 0.094501963 2227 0.93989899 0.1 1607 0.091366515 0.906432732 2216 0.977272727 0.1 1644 0.903414863 0.095391264 2435 0.938383838 0.1 1659 0.91023975 0.088591305 1529 0.863636364 0.1 1351 0.909053919 0.09224273 1701 0.871212121 0.1 1389 0.92285271 0.074326435 1603 0.933838384 0.1 1342 0.913185084 0.087036918 1585 0.960606061 0.1 1390 0.913137844 0.090614485 1541 0.864141414 0.1 1289 0.904964476 0.09682673 3395 0.945959596 0.1 2065 0.908462713 0.092087314 1541 0.91969697 0.1 1332 0.90497847 0.09511316 2433 0.709090909 0.1 1738 0.910230891 0.094264013 1685 0.962626263 0.1 1416 0.90827911 0.090628249 2997 0.907070707 0.1 1886 0.084240434 0.914684331 1988 0.986868687 0.1 1504 0.078611612 0.918509324 1932 0.973232323 0.1 1418 0.91614285 0.082045748 1691 0.83989899 0.1 1353 311259 0.991634408 0.008240038 2421 0.933838384 0.01 1608 0.991098169 0.009011174 2733 0.904545455 0.01 1778 0.991057439 0.008977802 2241 0.969191919 0.01 1571 0.992490624 0.007479069 3557 0.931818182 0.01 2097 0.995151903 0.004947088 2433 0.534848485 0.01 1616 0.993497348 0.006502729 3533 0.981313131 0.01 2087 0.991551625 0.008455672 3003 0.791414141 0.01 1970 0.005806864 0.994333548 2232 0.912626263 0.01 1615 0.991662148 0.00835886 2421 0.985353535 0.01 1663 0.009805232 0.990046942 2022 0.974747475 0.01 1577 0.994601595 0.005406837 3343 0.974242424 0.01 1980 0.991245317 0.008625625 3107 0.973737374 0.01 1878 0.993556762 0.006496074 2433 0.635353535 0.01 1649 0.991081197 0.008475945 2147 0.984848485 0.01 1531 0.005736511 0.994078064 3526 0.947979798 0.01 2082 0.009296469 0.990530005 3174 0.966161616 0.01 1967 0.992743656 0.007475986 3615 0.96969697 0.01 2160 0.992770702 0.007485378 4107 0.737878788 0.01 2419 0.990644395 0.009058978 2433 0.727777778 0.01 1674 0.990398163 0.009623519 5459 0.656060606 0.01 2866 0.99129405 0.008733028 3139 0.981313131 0.01 1912 0.994126254 0.005761022 2191 0.952020202 0.01 1565 0.992194787 0.008109739 3139 0.973232323 0.01 1981 0.994674258 0.005345461 3187 0.875757576 0.01 1912 0.990761144 0.009379683 2421 0.958585859 0.01 1647 0.991856621 0.008194569 4819 0.934343434 0.01 2579 0.993889245 0.006131212 2787 0.745454545 0.01 1786 0.991573422 0.008519313 3873 0.908585859 0.01 2385 0.990050488 0.009802058 3359 0.969191919 0.01 1977 0.007412738 0.992429287 2216 0.982323232 0.01 1560 0.99418603 0.006072667 2613 0.984343434 0.01 1778 0.993190652 0.00678989 3395 0.979292929 0.01 2080 0.007023229 0.993154178 3312 0.86969697 0.01 1987 0.99322879 0.006879647 2673 0.911616162 0.01 1771 0.990579301 0.009678331 4351 0.895454545 0.01 2408 0.991666492 0.008423139 3947 0.905050505 0.01 2227 0.008193524 0.992150068 2586 0.933333333 0.01 1751 0.009854233 0.990285538 3308 0.971717172 0.01 2034 0.99029804 0.009572556 2421 0.960606061 0.01 1787 0.9906537 0.009544047 3181 0.939393939 0.01 2007 0.991249994 0.00882355 3395 0.901010101 0.01 2041 0.991850871 0.008224246 2263 0.901515152 0.01 1578 0.992370328 0.007474781 2433 0.761616162 0.01 1622 0.991058123 0.008676105 3531 0.883333333 0.01 2065 0.992428866 0.00742216 4207 0.961111111 0.01 2366 0.004937054 0.995033842 2798 0.977272727 0.01 1817 0.992150918 0.007706901 3545 0.879292929 0.01 2037 0.991623289 0.008180968 2823 0.98030303 0.01 1771 0.991332349 0.008634689 2699 0.894444444 0.01 1787 0.990916482 0.009069344 3747 0.978282828 0.01 2222 0.007642474 0.992506951 1988 0.957575758 0.01 1454 0.994827845 0.005217394 3557 0.856565657 0.01 2053 0.007533867 0.992513646 2798 0.935858586 0.01 1754 0.992151638 0.007865531 4843 0.849494949 0.01 2496 0.009621318 0.990194431 3942 0.926767677 0.01 2203 0.993817221 0.006028932 3959 0.723737374 0.01 2265 0.990145732 0.00991472 3107 0.957575758 0.01 1889 0.005463814 0.994386976 2208 0.977777778 0.01 1550 0.990972069 0.008980851 3187 0.916161616 0.01 1927 0.994079525 0.00586232 2421 0.948484848 0.01 1739 0.005307427 0.994678355 4376 0.943434343 0.01 2368 0.996241478 0.003754329 3343 0.960606061 0.01 1959 0.008997739 0.990611321 2262 0.92979798 0.01 1578 0.008654805 0.991300353 2978 0.893939394 0.01 1807 0.009939257 0.990230452 3468 0.947979798 0.01 2030 0.008428506 0.991741232 2756 0.979292929 0.01 1758 0.991927158 0.008186036 2677 0.942424242 0.01 1685 0.005782116 0.99439727 3110 0.849494949 0.01 1868 0.991852094 0.007763705 2433 0.714141414 0.01 1585 0.990855795 0.009151041 2613 0.968686869 0.01 1685 0.997840051 0.002149854 3557 0.861111111 0.01 2164 0.992550795 0.007770957 3395 0.963636364 0.01 2030 0.993906698 0.006133224 3181 0.923232323 0.01 1906 0.990612377 0.009219057 3909 0.975757576 0.01 2140 0.991726001 0.008044021 2147 0.986868687 0.01 1532 0.008943023 0.991228161 3380 0.969191919 0.01 1936 0.990419175 0.009637065 2669 0.972222222 0.01 1667 0.99135204 0.008345866 3257 0.952020202 0.01 1938 0.994865098 0.005164087 3343 0.939393939 0.01 1955 0.991772724 0.008482317 3701 0.976767677 0.01 2075 0.990637377 0.009729898 2433 0.911111111 0.01 1609 0.99051089 0.009302357 3139 0.953535354 0.01 1982 0.008248208 0.991470693 3526 0.950505051 0.01 2091 0.992304508 0.007776676 2263 0.886868687 0.01 1590 0.99293407 0.007133525 2613 0.955555556 0.01 1716 0.007489418 0.992664774 3726 0.917676768 0.01 2149 0.992191684 0.007489961 3501 0.881818182 0.01 2052 0.007647684 0.99221792 2798 0.955555556 0.01 1738 0.990782462 0.009193615 3395 0.880808081 0.01 2057 0.991987891 0.007984134 3019 0.951515152 0.01 1851 0.992287831 0.00751522 2613 0.953535354 0.01 1687 0.993128501 0.006875488 3395 0.937373737 0.01 2005 0.990346924 0.009630402 2191 0.934343434 0.01 1547 0.00975787 0.990283559 3526 0.963636364 0.01 2007 0.990560616 0.009584664 3947 0.83989899 0.01 2195 0.004585398 0.995565953 2978 0.916666667 0.01 1885 0.990953641 0.009370614 2613 0.982828283 0.01 1677 0.990395253 0.009476332 4485 0.945959596 0.01 2388 0.991075465 0.009075044 3343 0.922727273 0.01 2000 0.994190555 0.005816134 3343 0.975252525 0.01 2000 0.991938657 0.008020823 3257 0.977272727 0.01 1971 0.007963254 0.992271081 3380 0.970707071 0.01 2041 0.990785888 0.00941952 2435 0.901010101 0.01 1614 0.991726484 0.008170259 5271 0.827777778 0.01 2800 0.004381469 0.995675043 4592 0.895454545 0.01 2495 0.995414484 0.004523516 3627 0.79040404 0.01 2084 0.991228656 0.008337171 2433 0.843434343 0.01 1646 0.993862466 0.006127208 2677 0.926767677 0.01 1693 0.006761003 0.993388343 2960 0.885858586 0.01 1809 0.990832289 0.009028462 3897 0.971717172 0.01 2204 0.991345706 0.0082392 3299 0.962626263 0.01 1937 0.994121474 0.005765387 3343 0.96969697 0.01 1941 0.990325065 0.009804199 3257 0.968686869 0.01 1961 0.995277539 0.004991406 2191 0.914141414 0.01 1614 0.990449015 0.009319543 2191 0.878787879 0.01 1530 0.991279698 0.008727438 2613 0.986363636 0.01 1714 0.990927843 0.009181241 3671 0.91969697 0.01 2131 0.0079059 0.992254133 3526 0.97020202 0.01 2062 0.009232944 0.990283945 6076 0.961616162 0.01 3055 0.991869666 0.007964874 3557 0.925252525 0.01 2008 0.993528175 0.006477831 2433 0.843939394 0.01 1609 0.006733248 0.993208359 2798 0.939393939 0.01 1774 0.992041854 0.007829469 2191 0.935858586 0.01 1505 0.991012049 0.009238085 2263 0.927272727 0.01 1552 0.99198331 0.008005818 2677 0.826262626 0.01 1810 0.006989127 0.993059878 2216 0.982323232 0.01 1553 0.990356065 0.009421667 2577 0.94040404 0.01 1702 0.006594017 0.993481816 2216 0.97979798 0.01 1550 0.990502598 0.009661076 2263 0.868686869 0.01 1591 0.993502042 0.006567666 2433 0.857070707 0.01 1598 0.99292672 0.006920709 2421 0.986363636 0.01 1582 0.991568583 0.008179449 2733 0.861111111 0.01 1778 0.008569745 0.991256526 2822 0.971212121 0.01 1745 0.00768543 0.992418901 3350 0.97020202 0.01 1950 0.994779896 0.005195327 2677 0.825252525 0.01 1729 0.992886141 0.007171465 2549 0.93030303 0.01 1673 0.009835712 0.990102966 3216 0.957070707 0.01 1985 0.990971477 0.00901836 3615 0.951010101 0.01 2136 0.991431401 0.008466751 3747 0.96010101 0.01 2188 0.990835192 0.008837369 3187 0.93989899 0.01 1943 0.99143639 0.008507805 3561 0.783838384 0.01 2092 0.990591678 0.009331948 2787 0.92020202 0.01 1762 0.993758019 0.006224216 3557 0.916666667 0.01 2036 0.99015705 0.009990504 3257 0.968686869 0.01 1932 0.00975847 0.990218818 2630 0.982323232 0.01 1679 0.991936551 0.008246768 3015 0.905050505 0.01 1831 0.992893717 0.006916347 2421 0.981818182 0.01 1620 0.990489094 0.009617126 3557 0.943939394 0.01 2145 0.990622955 0.009365288 3219 0.947474747 0.01 1993 0.993008685 0.006991306 5519 0.70959596 0.01 2770 0.007429007 0.992395524 1932 0.983333333 0.01 1445 0.007686226 0.992151565 2798 0.96969697 0.01 1770 0.993272775 0.006852548 2613 0.976262626 0.01 1700 0.992000802 0.008030865 2433 0.627272727 0.01 1592 0.991425963 0.008551462 3257 0.97979798 0.01 1954 0.991178603 0.009213257 2191 0.909090909 0.01 1525 0.99088127 0.009187375 2613 0.972727273 0.01 1682 0.9907739 0.009321513 2433 0.842929293 0.01 1576 0.991274605 0.009003602 3181 0.918686869 0.01 1966 0.992359297 0.007921716 3003 0.80959596 0.01 1822 0.991136285 0.008816987 2733 0.863131313 0.01 1781 0.993934507 0.005833335 1685 0.966161616 0.01 1367 0.994519135 0.005708958 3615 0.957575758 0.01 2085 0.990852585 0.009346892 2433 0.745454545 0.01 1627 0.990366905 0.00956448 3709 0.574242424 0.01 2102 0.99324461 0.006527329 2787 0.896969697 0.01 1720 0.009630749 0.990200947 4058 0.936363636 0.01 2226 0.990515371 0.009021661 3257 0.977272727 0.01 1926 0.992525021 0.007437457 2433 0.679292929 0.01 1653 0.993532783 0.006259264 4843 0.881313131 0.01 2666 0.991872943 0.007952179 3181 0.905050505 0.01 1904 0.008800368 0.991189174 3380 0.954545455 0.01 1970 0.990494731 0.00921118 3441 0.901515152 0.01 2047 0.990636834 0.009305713 3905 0.915151515 0.01 2192 0.993675861 0.006352522 3019 0.970707071 0.01 1820 0.009552184 0.99037861 4592 0.956565657 0.01 2480 0.991308572 0.008672814 2613 0.972222222 0.01 1664 0.990457355 0.00949313 3839 0.948989899 0.01 2167 0.009895666 0.990151876 3980 0.808080808 0.01 2227 0.993794074 0.006226914 2733 0.859090909 0.01 1777 0.99397601 0.0061493 2227 0.959090909 0.01 1657 0.99218839 0.007922634 2263 0.832828283 0.01 1596 0.007159706 0.993132703 4246 0.932828283 0.01 2411 0.008660527 0.991146912 3110 0.903030303 0.01 1870 0.006963677 0.993131676 3412 0.852525253 0.01 1968 0.991819725 0.008268735 2613 0.983838384 0.01 1695 0.993387767 0.006611297 3557 0.927272727 0.01 2093 0.009871911 0.990164188 2798 0.97979798 0.01 1823 0.990469252 0.009730528 2623 0.927272727 0.01 1724 0.991380189 0.008569952 2191 0.936868687 0.01 1527 0.99115435 0.008952706 3139 0.941414141 0.01 1921 0.008209925 0.991767096 3174 0.982828283 0.01 2039 0.992101649 0.007725783 2433 0.566666667 0.01 1660 0.007222983 0.992941095 3174 0.978282828 0.01 1951 0.008513942 0.991406419 3174 0.976767677 0.01 1951 0.99110232 0.009302572 3627 0.92979798 0.01 2370 0.993001588 0.0068664 3343 0.98030303 0.01 2434 0.009506885 0.990717922 2822 0.975252525 0.01 1762 0.991150068 0.008923827 3343 0.983838384 0.01 2007 379482 0.999019786 9.40E-04 3343 0.952020202 0.001 2018 0.999410161 6.05E-04 3343 0.940909091 0.001 1990 8.46E-04 0.999175086 3526 0.977777778 0.001 2105 0.999269325 7.21E-04 3627 0.88989899 0.001 2185 0.999109227 9.00E-04 3919 0.846464646 0.001 2273 0.999291177 7.06E-04 3875 0.983333333 0.001 2170 0.999024835 9.76E-04 5271 0.61010101 0.001 2700 0.99937229 6.31E-04 4951 0.87979798 0.001 2570 0.999041925 9.71E-04 3615 0.985353535 0.001 2071 0.999439986 5.62E-04 4677 0.903030303 0.001 2491 0.99912106 8.80E-04 4677 0.955555556 0.001 2454 6.83E-04 0.999315511 3646 0.952020202 0.001 2135 0.999171481 8.14E-04 3919 0.960606061 0.001 2254 0.999248231 7.35E-04 3993 0.980808081 0.001 2212 0.999299766 6.92E-04 4819 0.968686869 0.001 2580 0.999375728 6.26E-04 4677 0.905050505 0.001 2512 0.999053507 9.50E-04 3897 0.980808081 0.001 2222 0.999129437 8.34E-04 3533 0.96010101 0.001 2067 7.52E-04 0.999242438 3980 0.84040404 0.001 2213 0.999344374 6.46E-04 4723 0.83989899 0.001 2536 0.999215771 7.69E-04 4951 0.82020202 0.001 2650 7.61E-04 0.999228856 5778 0.963131313 0.001 2997 0.999223169 8.02E-04 4819 0.937878788 0.001 2504 0.999155391 8.29E-04 3931 0.960606061 0.001 2229 0.999362021 6.27E-04 3947 0.857575758 0.001 2180 5.24E-04 0.999481723 4246 0.946969697 0.001 2348 0.999040903 9.66E-04 3627 0.827272727 0.001 2130 0.999566853 4.32E-04 3993 0.951515152 0.001 2234 0.999241938 7.77E-04 4351 0.954040404 0.001 2396 0.999014393 9.97E-04 3395 0.98030303 0.001 2027 0.999137344 8.92E-04 3993 0.943939394 0.001 2268 0.999404537 6.01E-04 4291 0.889393939 0.001 2319 0.999466687 5.34E-04 3343 0.958080808 0.001 1958 2.71E-04 0.999731524 4236 0.926767677 0.001 2314 0.999036931 9.57E-04 3343 0.971212121 0.001 1994 3.94E-04 0.99961107 4236 0.90959596 0.001 2367 0.9990257 9.74E-04 3875 0.980808081 0.001 2181 8.24E-04 0.99921553 4114 0.965151515 0.001 2212 0.999460238 5.40E-04 4819 0.963131313 0.001 2620 0.999249451 7.47E-04 4723 0.839393939 0.001 2582 0.999336761 6.61E-04 3875 0.985858586 0.001 2197 0.999067192 9.19E-04 4723 0.618686869 0.001 2559 0.999212597 7.89E-04 4949 0.674242424 0.001 2605 8.23E-04 0.999162741 5552 0.920707071 0.001 2880 6.30E-04 0.999366576 4236 0.957575758 0.001 2348 0.99909917 8.83E-04 3251 0.976767677 0.001 1956 0.999259863 7.39E-04 4009 0.983838384 0.001 2204 9.04E-04 0.999104572 3648 0.977777778 0.001 2216 0.999415152 5.77E-04 3627 0.942424242 0.001 2157 0.999076646 9.48E-04 7379 0.852525253 0.001 3687 3.76E-04 0.999631859 5680 0.957575758 0.001 2812 4.86E-04 0.999517687 4246 0.954545455 0.001 2299 9.75E-04 0.999006241 4246 0.910606061 0.001 2273 0.99915776 8.32E-04 4677 0.781818182 0.001 2467 0.999059357 9.79E-04 3627 0.937878788 0.001 2088 0.999293229 7.33E-04 4723 0.935353535 0.001 2537 0.999140966 8.47E-04 3343 0.977272727 0.001 2025 0.999267394 7.30E-04 3537 0.873232323 0.001 2094 0.999253127 7.37E-04 4951 0.832828283 0.001 2574 0.999093015 9.12E-04 3867 0.975252525 0.001 2189 4.10E-04 0.999589759 4246 0.952525253 0.001 2322 0.999152525 8.58E-04 4677 0.902525253 0.001 2515 0.999074532 9.37E-04 4889 0.927272727 0.001 2626 0.999330097 6.78E-04 4677 0.778282828 0.001 2495 9.88E-04 0.999013402 5086 0.960606061 0.001 2733 0.999338586 6.70E-04 3931 0.953030303 0.001 2163 6.52E-04 0.999348395 4236 0.940909091 0.001 2318 9.86E-04 0.999001494 4548 0.889393939 0.001 2483 0.99942259 5.78E-04 3343 0.933838384 0.001 1958 0.999393974 5.99E-04 3395 0.978787879 0.001 2019 0.999215069 7.89E-04 4833 0.859090909 0.001 2598 0.99914736 8.50E-04 5271 0.756060606 0.001 2717 0.999129088 8.93E-04 3947 0.902525253 0.001 2186 8.72E-04 0.999163705 3878 0.94040404 0.001 2227 8.77E-04 0.999102215 3982 0.911111111 0.001 2237 8.39E-04 0.999181806 3636 0.957575758 0.001 2107 0.999249132 7.65E-04 4819 0.950505051 0.001 2606 0.999032205 9.63E-04 3977 0.984343434 0.001 2255 0.999430142 5.82E-04 3875 0.973737374 0.001 2159 9.63E-04 0.999041915 4592 0.968686869 0.001 2471 0.999446492 5.55E-04 4819 0.971212121 0.001 2512 0.999518636 4.83E-04 3343 0.931313131 0.001 1989 4.66E-04 0.999515588 4592 0.897979798 0.001 2545 0.999137324 8.71E-04 4291 0.932323232 0.001 2409 0.999326413 6.71E-04 4889 0.927272727 0.001 2539 0.999096233 9.17E-04 3897 0.951515152 0.001 2152 0.999621761 3.87E-04 5271 0.833333333 0.001 2769 0.999102269 8.99E-04 4951 0.842424242 0.001 2572 0.999410385 5.78E-04 4351 0.958080808 0.001 2380 0.999393142 6.12E-04 3875 0.986868687 0.001 2190 0.99904531 9.82E-04 4951 0.877272727 0.001 2624 0.999408163 5.95E-04 3931 0.954040404 0.001 2240 0.999370755 6.32E-04 3875 0.984343434 0.001 2171 7.84E-04 0.999245771 4236 0.943434343 0.001 2289 5.48E-04 0.999455774 3412 0.957070707 0.001 1977 0.999438642 5.75E-04 3905 0.915151515 0.001 2143 0.999350909 6.41E-04 5621 0.814646465 0.001 2853 0.999201768 7.96E-04 4723 0.888383838 0.001 2451 2.73E-04 0.999728531 4592 0.942424242 0.001 2413 8.34E-04 0.999178571 4438 0.875757576 0.001 2507 0.999398046 5.80E-04 4951 0.862626263 0.001 2640 0.999150489 8.34E-04 3919 0.877777778 0.001 2163 0.999203164 8.11E-04 4107 0.85 0.001 2207 0.999181852 7.93E-04 4889 0.801515152 0.001 2583 0.999027776 9.83E-04 3959 0.873737374 0.001 2150 0.999239261 7.79E-04 4819 0.926262626 0.001 2518 0.999106803 8.69E-04 3909 0.971717172 0.001 2153 0.999223215 7.88E-04 3875 0.984343434 0.001 2153 0.999393953 5.98E-04 3567 0.955050505 0.001 2153 0.999172022 8.28E-04 3875 0.98030303 0.001 2129 0.999117203 8.89E-04 4291 0.789393939 0.001 2449 0.999007372 9.82E-04 4599 0.971717172 0.001 2419 0.999217203 7.60E-04 5097 0.626262626 0.001 2655 0.999692763 3.15E-04 5271 0.848989899 0.001 2739 0.999354229 6.35E-04 3627 0.952020202 0.001 2050 0.999219361 7.66E-04 3909 0.973232323 0.001 2181 0.999204175 7.96E-04 5271 0.80959596 0.001 2684 0.999180196 8.32E-04 3905 0.908080808 0.001 2323 0.999029186 9.88E-04 4107 0.854545455 0.001 2305 0.999392967 6.03E-04 3343 0.965656566 0.001 1978 0.999346688 6.64E-04 4677 0.917171717 0.001 2474 5.08E-04 0.999493978 4114 0.976767677 0.001 2272 0.999117819 8.56E-04 6281 0.951010101 0.001 3096 9.93E-04 0.999021232 5102 0.974242424 0.001 2699 0.999112631 9.01E-04 4723 0.944444444 0.001 2526 0.999510432 4.99E-04 3993 0.937373737 0.001 2285 0.999174581 8.24E-04 3897 0.982828283 0.001 2270 3.49E-04 0.999645147 4246 0.928282828 0.001 2394 0.999052592 9.23E-04 3993 0.967676768 0.001 2261 0.999047589 9.23E-04 4319 0.981313131 0.001 2345 0.999045159 9.17E-04 4009 0.974747475 0.001 2259 0.999224177 7.41E-04 3343 0.978787879 0.001 1945 0.999122533 8.78E-04 3931 0.963131313 0.001 2182 0.999486002 5.30E-04 3395 0.985858586 0.001 1966 0.99953573 4.64E-04 3931 0.928787879 0.001 2158 7.32E-04 0.999291383 4114 0.96010101 0.001 2382 8.22E-04 0.99920444 4236 0.961111111 0.001 2353 0.999133999 8.93E-04 4949 0.777272727 0.001 2582 0.999009084 9.71E-04 4751 0.949494949 0.001 2474 0.999279269 7.24E-04 4951 0.88030303 0.001 2590 0.999100241 9.17E-04 4351 0.958080808 0.001 2385 0.99913493 8.65E-04 3897 0.987878788 0.001 2147 0.999129541 8.94E-04 4951 0.842929293 0.001 2584 0.999320766 6.62E-04 4819 0.967171717 0.001 2568 4.56E-04 0.999539304 4236 0.88989899 0.001 2413 8.48E-04 0.999161374 4522 0.946464646 0.001 2421 0.999466162 5.22E-04 5621 0.819191919 0.001 2880 0.999138733 8.48E-04 4351 0.906060606 0.001 2328 0.999331288 6.89E-04 3567 0.901010101 0.001 2107 0.999218861 7.90E-04 4599 0.968181818 0.001 2481 0.999089763 8.79E-04 3711 0.937373737 0.001 2150 0.999260275 7.17E-04 7191 0.804040404 0.001 3453 0.999542241 4.53E-04 5271 0.848484848 0.001 2813 0.99920732 8.06E-04 4949 0.785858586 0.001 2612 6.76E-04 0.999314004 4246 0.887373737 0.001 2281 0.999096918 9.25E-04 4291 0.92020202 0.001 2278 0.999037993 9.71E-04 4889 0.908585859 0.001 2547 0.999153404 8.26E-04 4291 0.917676768 0.001 2297 7.78E-04 0.999182151 3648 0.917171717 0.001 2095 0.999112302 8.49E-04 3977 0.97979798 0.001 2233 3.77E-04 0.999626594 4246 0.950505051 0.001 2431 0.999136919 8.71E-04 3875 0.97979798 0.001 2166 0.999385598 6.01E-04 5271 0.905555556 0.001 2692 4.99E-04 0.999502626 6076 0.960606061 0.001 2991 0.999108039 8.84E-04 3395 0.979292929 0.001 2033 0.999333623 6.65E-04 3627 0.944444444 0.001 2124 0.999194383 8.15E-04 3947 0.937373737 0.001 2233 7.00E-04 0.999287502 3982 0.880808081 0.001 2266 0.999419191 5.98E-04 4351 0.951010101 0.001 2327 9.90E-04 0.999023824 3942 0.985353535 0.001 2282 7.88E-04 0.999203486 4236 0.925757576 0.001 2344 0.999043357 9.59E-04 4291 0.924242424 0.001 2333 0.999471859 5.41E-04 4889 0.78989899 0.001 2640 7.47E-04 0.999252399 6712 0.953030303 0.001 3268 0.999331663 6.75E-04 3993 0.964141414 0.001 2265 5.81E-04 0.999423507 4236 0.916666667 0.001 2285 5.90E-04 0.999400084 6076 0.920707071 0.001 2953 0.999666641 3.35E-04 6171 0.842424242 0.001 3124 0.999052038 9.20E-04 3993 0.935858586 0.001 2270 0.999242078 7.58E-04 4751 0.964646465 0.001 2583 9.18E-04 0.999086035 4438 0.925757576 0.001 2365 0.99911801 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