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Added BER & FER & DFR simulation results for various codes

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This commit is contained in:
Andreas Tsouchlos 2022-11-29 01:12:03 +01:00
parent ed371cb700
commit 1c1e86c163
9 changed files with 259 additions and 41 deletions
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3
sw/plot_heatmaps.py
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@ -50,7 +50,8 @@ def main():
"sim_results/2d_dec_fails_w_log_k_lin_zoomed_in_963965alist.csv", "sim_results/2d_dec_fails_w_log_k_lin_zoomed_in_963965alist.csv",
] ]
fig, axes = plt.subplots(2, 3, squeeze=False)
fig, axes = plt.subplots(2, 2, squeeze=False)
fig.suptitle("SNR = 3dB") fig.suptitle("SNR = 3dB")

31
sw/sim_results/2d_dec_fails_BER_FER_DFR_2043486alist.csv Normal file
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@ -0,0 +1,31 @@
,BER,FER,DFR,gamma,SNR,num_iter
0,0.08174344200448795,1.0,0.5,0.01,1.5,2001.0
1,0.2660973434851202,1.0,0.5,0.15,1.0,2001.0
2,0.06425682160976279,0.9995004995004995,0.4998750936797402,0.01,2.0,2002.0
3,0.07071558327246849,0.9555873925501432,0.48864468864468863,0.05,1.5,2094.0
4,0.09996227376507824,1.0,0.5,0.01,1.0,2001.0
5,0.245548344150441,0.99900149775337,0.49975024975024973,0.15,2.0,2003.0
6,0.0946627412114499,0.9915758176412289,0.4978850460313511,0.05,1.0,2018.0
7,0.2544610047917218,1.0,0.5,0.15,1.5,2001.0
8,0.23792312945078528,0.9955223880597015,0.4988780852655198,0.15,2.5,2010.0
9,0.049097610202708634,0.9950273495773247,0.49875373878364904,0.01,2.5,2011.0
10,0.22988037372296766,0.9901039089559623,0.4975136747886624,0.15,3.0,2021.0
11,0.05005723323197372,0.8917112299465241,0.4713780918727915,0.05,2.0,2244.0
12,0.035658277049779676,0.9818449460255152,0.4954196583312701,0.01,3.0,2038.0
13,0.2198147409980449,0.9685382381413359,0.4920088517334645,0.15,3.5,2066.0
14,0.03203344168856036,0.7573807721423165,0.4308487720809996,0.05,2.5,2642.0
15,0.017614104465315538,0.5605042016806723,0.35895133776261445,0.05,3.0,3570.0
16,0.2157615084403066,0.9597122302158273,0.48959608323133413,0.15,4.0,2085.0
17,0.023731311563268097,0.9429783223374175,0.4853262187727383,0.01,3.5,2122.0
18,0.21058536675642414,0.9443133553563001,0.48567961165048545,0.15,4.5,2119.0
19,0.015513436868114811,0.8562259306803595,0.4612724757952974,0.01,4.0,2337.0
20,0.00951910897884957,0.722121977625406,0.41932103939647947,0.01,4.5,2771.0
21,0.008626035494981768,0.34393262289446547,0.2551529893739598,0.05,3.5,5818.0
22,0.21070831433348533,0.9124487004103967,0.4771101573676681,0.15,5.0,2193.0
23,0.20226007069494464,0.8507653061224489,0.4596829772570641,0.15,5.5,2352.0
24,0.0037926470588235295,0.1818,0.1527577734474286,0.05,4.0,10000.0
25,0.0014333333333333333,0.0823,0.07561471621371788,0.05,4.5,10000.0
26,0.005523989898989899,0.5413961038961039,0.3512374934175882,0.01,5.0,3696.0
27,0.0004470588235294118,0.0277,0.0267639902676399,0.05,5.0,10000.0
28,0.00014754901960784315,0.0097,0.009410599306587419,0.05,5.5,10000.0
29,0.0029390389876880986,0.36355377906976744,0.2666222518321119,0.01,5.5,5504.0
1 BER FER DFR gamma SNR num_iter
2 0 0.08174344200448795 1.0 0.5 0.01 1.5 2001.0
3 1 0.2660973434851202 1.0 0.5 0.15 1.0 2001.0
4 2 0.06425682160976279 0.9995004995004995 0.4998750936797402 0.01 2.0 2002.0
5 3 0.07071558327246849 0.9555873925501432 0.48864468864468863 0.05 1.5 2094.0
6 4 0.09996227376507824 1.0 0.5 0.01 1.0 2001.0
7 5 0.245548344150441 0.99900149775337 0.49975024975024973 0.15 2.0 2003.0
8 6 0.0946627412114499 0.9915758176412289 0.4978850460313511 0.05 1.0 2018.0
9 7 0.2544610047917218 1.0 0.5 0.15 1.5 2001.0
10 8 0.23792312945078528 0.9955223880597015 0.4988780852655198 0.15 2.5 2010.0
11 9 0.049097610202708634 0.9950273495773247 0.49875373878364904 0.01 2.5 2011.0
12 10 0.22988037372296766 0.9901039089559623 0.4975136747886624 0.15 3.0 2021.0
13 11 0.05005723323197372 0.8917112299465241 0.4713780918727915 0.05 2.0 2244.0
14 12 0.035658277049779676 0.9818449460255152 0.4954196583312701 0.01 3.0 2038.0
15 13 0.2198147409980449 0.9685382381413359 0.4920088517334645 0.15 3.5 2066.0
16 14 0.03203344168856036 0.7573807721423165 0.4308487720809996 0.05 2.5 2642.0
17 15 0.017614104465315538 0.5605042016806723 0.35895133776261445 0.05 3.0 3570.0
18 16 0.2157615084403066 0.9597122302158273 0.48959608323133413 0.15 4.0 2085.0
19 17 0.023731311563268097 0.9429783223374175 0.4853262187727383 0.01 3.5 2122.0
20 18 0.21058536675642414 0.9443133553563001 0.48567961165048545 0.15 4.5 2119.0
21 19 0.015513436868114811 0.8562259306803595 0.4612724757952974 0.01 4.0 2337.0
22 20 0.00951910897884957 0.722121977625406 0.41932103939647947 0.01 4.5 2771.0
23 21 0.008626035494981768 0.34393262289446547 0.2551529893739598 0.05 3.5 5818.0
24 22 0.21070831433348533 0.9124487004103967 0.4771101573676681 0.15 5.0 2193.0
25 23 0.20226007069494464 0.8507653061224489 0.4596829772570641 0.15 5.5 2352.0
26 24 0.0037926470588235295 0.1818 0.1527577734474286 0.05 4.0 10000.0
27 25 0.0014333333333333333 0.0823 0.07561471621371788 0.05 4.5 10000.0
28 26 0.005523989898989899 0.5413961038961039 0.3512374934175882 0.01 5.0 3696.0
29 27 0.0004470588235294118 0.0277 0.0267639902676399 0.05 5.0 10000.0
30 28 0.00014754901960784315 0.0097 0.009410599306587419 0.05 5.5 10000.0
31 29 0.0029390389876880986 0.36355377906976744 0.2666222518321119 0.01 5.5 5504.0

31
sw/sim_results/2d_dec_fails_BER_FER_DFR_20455187alist.csv Normal file
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@ -0,0 +1,31 @@
,BER,FER,DFR,gamma,SNR,num_iter
0,0.1046110751993105,0.9995004995004995,0.4998750936797402,0.01,1.5,2002.0
1,0.4422862098362583,1.0,0.5,0.15,1.5,2001.0
2,0.1084222616382193,0.9891250617894216,0.49726640159045726,0.05,1.5,2023.0
3,0.12337213746068143,1.0,0.5,0.01,1.0,2001.0
4,0.44165907242457203,1.0,0.5,0.15,2.0,2001.0
5,0.4484179478888007,1.0,0.5,0.15,1.0,2001.0
6,0.12869541831695272,0.9980049875311721,0.499500748876685,0.05,1.0,2005.0
7,0.08553236663927048,0.9985029940119761,0.49962546816479403,0.01,2.0,2004.0
8,0.4430211364905782,1.0,0.5,0.15,2.5,2001.0
9,0.06725889560990815,0.9940387481371088,0.49850523168908817,0.01,2.5,2013.0
10,0.08653809686350362,0.9676015473887815,0.49176701892356844,0.05,2.0,2068.0
11,0.4309244676891736,0.9995004995004995,0.4998750936797402,0.15,3.5,2002.0
12,0.4358286543003008,1.0,0.5,0.15,3.0,2001.0
13,0.04875567456546985,0.9794419970631424,0.4948071216617211,0.01,3.0,2043.0
14,0.06279312254469308,0.883053839364519,0.46894773845793297,0.05,2.5,2266.0
15,0.04026713174288749,0.7324304538799414,0.42277625184872175,0.05,3.0,2732.0
16,0.41346313862539524,0.99900149775337,0.49975024975024973,0.15,4.0,2003.0
17,0.03254116185150668,0.9324324324324325,0.4825174825174825,0.01,3.5,2146.0
18,0.3944734424178445,0.9975074775672981,0.4993760918392813,0.15,4.5,2006.0
19,0.019327675114810112,0.7997601918465228,0.44437041972018654,0.01,4.0,2502.0
20,0.02119180576784354,0.514792899408284,0.33984375,0.05,3.5,3887.0
21,0.010354498609869017,0.6208501396214707,0.38303981623277183,0.01,4.5,3223.0
22,0.36320109439124487,0.9901039089559623,0.4975136747886624,0.15,5.0,2021.0
23,0.31656233922140287,0.9723032069970845,0.49297856614929786,0.15,5.5,2058.0
24,0.009139405661199933,0.2696402102142568,0.21237529187009127,0.05,4.0,7421.0
25,0.0030401960784313727,0.1096,0.09877433309300648,0.05,4.5,10000.0
26,0.0008284313725490197,0.0355,0.034282955094157415,0.05,5.0,10000.0
27,0.00017598039215686273,0.0083,0.008231677080234057,0.05,5.5,10000.0
28,0.004761766639594694,0.3946745562130177,0.28298684768773863,0.01,5.0,5070.0
29,0.0019259189875525582,0.2124203821656051,0.17520357236669293,0.01,5.5,9420.0
1 BER FER DFR gamma SNR num_iter
2 0 0.1046110751993105 0.9995004995004995 0.4998750936797402 0.01 1.5 2002.0
3 1 0.4422862098362583 1.0 0.5 0.15 1.5 2001.0
4 2 0.1084222616382193 0.9891250617894216 0.49726640159045726 0.05 1.5 2023.0
5 3 0.12337213746068143 1.0 0.5 0.01 1.0 2001.0
6 4 0.44165907242457203 1.0 0.5 0.15 2.0 2001.0
7 5 0.4484179478888007 1.0 0.5 0.15 1.0 2001.0
8 6 0.12869541831695272 0.9980049875311721 0.499500748876685 0.05 1.0 2005.0
9 7 0.08553236663927048 0.9985029940119761 0.49962546816479403 0.01 2.0 2004.0
10 8 0.4430211364905782 1.0 0.5 0.15 2.5 2001.0
11 9 0.06725889560990815 0.9940387481371088 0.49850523168908817 0.01 2.5 2013.0
12 10 0.08653809686350362 0.9676015473887815 0.49176701892356844 0.05 2.0 2068.0
13 11 0.4309244676891736 0.9995004995004995 0.4998750936797402 0.15 3.5 2002.0
14 12 0.4358286543003008 1.0 0.5 0.15 3.0 2001.0
15 13 0.04875567456546985 0.9794419970631424 0.4948071216617211 0.01 3.0 2043.0
16 14 0.06279312254469308 0.883053839364519 0.46894773845793297 0.05 2.5 2266.0
17 15 0.04026713174288749 0.7324304538799414 0.42277625184872175 0.05 3.0 2732.0
18 16 0.41346313862539524 0.99900149775337 0.49975024975024973 0.15 4.0 2003.0
19 17 0.03254116185150668 0.9324324324324325 0.4825174825174825 0.01 3.5 2146.0
20 18 0.3944734424178445 0.9975074775672981 0.4993760918392813 0.15 4.5 2006.0
21 19 0.019327675114810112 0.7997601918465228 0.44437041972018654 0.01 4.0 2502.0
22 20 0.02119180576784354 0.514792899408284 0.33984375 0.05 3.5 3887.0
23 21 0.010354498609869017 0.6208501396214707 0.38303981623277183 0.01 4.5 3223.0
24 22 0.36320109439124487 0.9901039089559623 0.4975136747886624 0.15 5.0 2021.0
25 23 0.31656233922140287 0.9723032069970845 0.49297856614929786 0.15 5.5 2058.0
26 24 0.009139405661199933 0.2696402102142568 0.21237529187009127 0.05 4.0 7421.0
27 25 0.0030401960784313727 0.1096 0.09877433309300648 0.05 4.5 10000.0
28 26 0.0008284313725490197 0.0355 0.034282955094157415 0.05 5.0 10000.0
29 27 0.00017598039215686273 0.0083 0.008231677080234057 0.05 5.5 10000.0
30 28 0.004761766639594694 0.3946745562130177 0.28298684768773863 0.01 5.0 5070.0
31 29 0.0019259189875525582 0.2124203821656051 0.17520357236669293 0.01 5.5 9420.0

31
sw/sim_results/2d_dec_fails_BER_FER_DFR_40833844alist.csv Normal file
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@ -0,0 +1,31 @@
,BER,FER,DFR,gamma,SNR,num_iter
0,0.09318128448984384,1.0,0.5,0.05,1.0,501.0
1,0.06388203984188486,1.0,0.5,0.01,2.0,501.0
2,0.07005515924063463,0.9960238568588469,0.499003984063745,0.05,1.5,503.0
3,0.22394916050252436,1.0,0.5,0.15,1.5,501.0
4,0.2406265899573402,1.0,0.5,0.15,1.0,501.0
5,0.08067198935462408,1.0,0.5,0.01,1.5,501.0
6,0.20949277914758718,1.0,0.5,0.15,2.0,501.0
7,0.09878282650385503,1.0,0.5,0.01,1.0,501.0
8,0.04721928691636335,1.0,0.5,0.01,2.5,501.0
9,0.04742887351018839,0.9823529411764705,0.49554896142433236,0.05,2.0,510.0
10,0.19048178153496928,1.0,0.5,0.15,3.0,501.0
11,0.19724766153966578,1.0,0.5,0.15,2.5,501.0
12,0.03396638096356307,1.0,0.5,0.01,3.0,501.0
13,0.028793377387787526,0.9226519337016574,0.47988505747126436,0.05,2.5,543.0
14,0.18215529724863996,1.0,0.5,0.15,3.5,501.0
15,0.01631975867269985,0.7707692307692308,0.43527367506516074,0.05,3.0,650.0
16,0.024121529800038826,0.9920792079207921,0.49801192842942343,0.01,3.5,505.0
17,0.17944013932918476,1.0,0.5,0.15,4.0,501.0
18,0.015578507667658503,0.9747081712062257,0.4935960591133005,0.01,4.0,514.0
19,0.17756913522381065,0.99800796812749,0.4995014955134596,0.15,4.5,502.0
20,0.009686994063680518,0.9192660550458716,0.4789674952198853,0.01,4.5,545.0
21,0.007932944170034427,0.5463467829880043,0.3533145275035261,0.05,3.5,917.0
22,0.18440453870791346,0.99800796812749,0.4995014955134596,0.15,5.0,502.0
23,0.19678423637699655,0.9881656804733728,0.49702380952380953,0.15,5.5,507.0
24,0.005830422056463035,0.8041733547351525,0.445729537366548,0.01,5.0,623.0
25,0.003240451026746396,0.29609929078014185,0.22845417236662108,0.05,4.0,1692.0
26,0.003136526887982916,0.620049504950495,0.3827349121466769,0.01,5.5,808.0
27,0.0011037773714489586,0.12661106899166036,0.11238223418573351,0.05,4.5,3957.0
28,8.995098039215687e-05,0.0142,0.014001183198580161,0.05,5.5,10000.0
29,0.0003431372549019608,0.0479,0.04571046855615994,0.05,5.0,10000.0
1 BER FER DFR gamma SNR num_iter
2 0 0.09318128448984384 1.0 0.5 0.05 1.0 501.0
3 1 0.06388203984188486 1.0 0.5 0.01 2.0 501.0
4 2 0.07005515924063463 0.9960238568588469 0.499003984063745 0.05 1.5 503.0
5 3 0.22394916050252436 1.0 0.5 0.15 1.5 501.0
6 4 0.2406265899573402 1.0 0.5 0.15 1.0 501.0
7 5 0.08067198935462408 1.0 0.5 0.01 1.5 501.0
8 6 0.20949277914758718 1.0 0.5 0.15 2.0 501.0
9 7 0.09878282650385503 1.0 0.5 0.01 1.0 501.0
10 8 0.04721928691636335 1.0 0.5 0.01 2.5 501.0
11 9 0.04742887351018839 0.9823529411764705 0.49554896142433236 0.05 2.0 510.0
12 10 0.19048178153496928 1.0 0.5 0.15 3.0 501.0
13 11 0.19724766153966578 1.0 0.5 0.15 2.5 501.0
14 12 0.03396638096356307 1.0 0.5 0.01 3.0 501.0
15 13 0.028793377387787526 0.9226519337016574 0.47988505747126436 0.05 2.5 543.0
16 14 0.18215529724863996 1.0 0.5 0.15 3.5 501.0
17 15 0.01631975867269985 0.7707692307692308 0.43527367506516074 0.05 3.0 650.0
18 16 0.024121529800038826 0.9920792079207921 0.49801192842942343 0.01 3.5 505.0
19 17 0.17944013932918476 1.0 0.5 0.15 4.0 501.0
20 18 0.015578507667658503 0.9747081712062257 0.4935960591133005 0.01 4.0 514.0
21 19 0.17756913522381065 0.99800796812749 0.4995014955134596 0.15 4.5 502.0
22 20 0.009686994063680518 0.9192660550458716 0.4789674952198853 0.01 4.5 545.0
23 21 0.007932944170034427 0.5463467829880043 0.3533145275035261 0.05 3.5 917.0
24 22 0.18440453870791346 0.99800796812749 0.4995014955134596 0.15 5.0 502.0
25 23 0.19678423637699655 0.9881656804733728 0.49702380952380953 0.15 5.5 507.0
26 24 0.005830422056463035 0.8041733547351525 0.445729537366548 0.01 5.0 623.0
27 25 0.003240451026746396 0.29609929078014185 0.22845417236662108 0.05 4.0 1692.0
28 26 0.003136526887982916 0.620049504950495 0.3827349121466769 0.01 5.5 808.0
29 27 0.0011037773714489586 0.12661106899166036 0.11238223418573351 0.05 4.5 3957.0
30 28 8.995098039215687e-05 0.0142 0.014001183198580161 0.05 5.5 10000.0
31 29 0.0003431372549019608 0.0479 0.04571046855615994 0.05 5.0 10000.0

31
sw/sim_results/2d_dec_fails_BER_FER_DFR_963965alist.csv Normal file
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@ -0,0 +1,31 @@
,BER,FER,DFR,gamma,SNR,num_iter
0,0.31744393790044356,0.9862000985707245,0.4964010920824026,0.15,1.0,2029.0
1,0.3071726624534111,0.9727758872143899,0.4928500986193294,0.15,1.5,2057.0
2,0.0995416253716551,0.9915758176412289,0.4978850460313511,0.01,1.0,2018.0
3,0.2865282276723739,0.9259602036094401,0.48040394325559027,0.15,2.0,2161.0
4,0.08183361802505287,0.9765739385065886,0.49407407407407405,0.01,1.5,2049.0
5,0.06459232182806009,0.9592521572387345,0.48960117445559087,0.01,2.0,2086.0
6,0.0935109591056193,0.883053839364519,0.4686987104337632,0.05,1.0,2266.0
7,0.07177798605630098,0.7896606156274665,0.44049459041731065,0.05,1.5,2534.0
8,0.27319285923324554,0.8784021071115014,0.4671345029239766,0.15,2.5,2278.0
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29,0.0030947916666666667,0.1986,0.16569330886033706,0.01,5.5,10000.0
1 BER FER DFR gamma SNR num_iter
2 0 0.31744393790044356 0.9862000985707245 0.4964010920824026 0.15 1.0 2029.0
3 1 0.3071726624534111 0.9727758872143899 0.4928500986193294 0.15 1.5 2057.0
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7 5 0.06459232182806009 0.9592521572387345 0.48960117445559087 0.01 2.0 2086.0
8 6 0.0935109591056193 0.883053839364519 0.4686987104337632 0.05 1.0 2266.0
9 7 0.07177798605630098 0.7896606156274665 0.44049459041731065 0.05 1.5 2534.0
10 8 0.27319285923324554 0.8784021071115014 0.4671345029239766 0.15 2.5 2278.0
11 9 0.04929341156619113 0.9208467556373677 0.47939626257786294 0.01 2.5 2173.0
12 10 0.2392782944202612 0.7918480411555204 0.4411764705882353 0.15 3.0 2527.0
13 11 0.03559614301801802 0.8450168918918919 0.4579995422293431 0.01 3.0 2368.0
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15 13 0.05033922697368421 0.6582236842105263 0.39646615048640066 0.05 2.0 3040.0
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21 19 0.01573297764227642 0.6100609756097561 0.3789055103200151 0.01 4.0 3280.0
22 20 0.00959308745583039 0.441916961130742 0.30647878695052844 0.01 4.5 4528.0
23 21 0.14340237543453072 0.46373117033603706 0.31573104979384714 0.15 5.0 4315.0
24 22 0.004886458333333333 0.1121 0.10007199424046076 0.05 4.0 10000.0
25 23 0.01051071741032371 0.21007874015748032 0.17274622199062012 0.05 3.5 9525.0
26 24 0.002128125 0.054 0.05060286717934112 0.05 4.5 10000.0
27 25 0.12758979077216656 0.40911878961357595 0.2898214026426601 0.15 5.5 4891.0
28 26 0.0008333333333333334 0.0229 0.022004889975550123 0.05 5.0 10000.0
29 27 0.005603177099716892 0.31472161056936143 0.23938270128005742 0.01 5.0 6358.0
30 28 0.0003 0.0083 0.00813330688355485 0.05 5.5 10000.0
31 29 0.0030947916666666667 0.1986 0.16569330886033706 0.01 5.5 10000.0

31
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@ -0,0 +1,31 @@
,BER,FER,DFR,gamma,SNR,num_iter
0,0.4593252986364363,0.9443002124144442,0.48480058365758755,0.15,1.0,4237.0
1,0.4441881918819188,0.922739852398524,0.47897140110550346,0.15,1.5,4336.0
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6,0.14590133604683433,0.8195411716509627,0.45034902049088044,0.05,1.0,4882.0
7,0.1241766593480831,0.7481301421091997,0.4278990158322636,0.05,1.5,5348.0
8,0.4083740977662231,0.8485683987274656,0.45792136123246724,0.15,2.5,4715.0
9,0.3883602795183208,0.799560351718625,0.44288577154308617,0.15,3.0,5004.0
10,0.09025286773559794,0.7860510805500982,0.4401055989440106,0.01,2.5,5090.0
11,0.35774570380959786,0.7418876321157055,0.42462391976955083,0.15,3.5,5393.0
12,0.0997422998001618,0.6645075568842385,0.3992217122330872,0.05,2.0,6021.0
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29,0.015467741935483871,0.2789,0.21807803581202595,0.01,5.5,10000.0
1 BER FER DFR gamma SNR num_iter
2 0 0.4593252986364363 0.9443002124144442 0.48480058365758755 0.15 1.0 4237.0
3 1 0.4441881918819188 0.922739852398524 0.47897140110550346 0.15 1.5 4336.0
4 2 0.4327428010848866 0.8946779964221825 0.47126980373610783 0.15 2.0 4472.0
5 3 0.15057000702236698 0.9265863825845299 0.48094722923428296 0.01 1.0 4318.0
6 4 0.13133021158515434 0.8962813620071685 0.47265209686946247 0.01 1.5 4464.0
7 5 0.11177136389360498 0.8560119811724433 0.46121037463976944 0.01 2.0 4674.0
8 6 0.14590133604683433 0.8195411716509627 0.45034902049088044 0.05 1.0 4882.0
9 7 0.1241766593480831 0.7481301421091997 0.4278990158322636 0.05 1.5 5348.0
10 8 0.4083740977662231 0.8485683987274656 0.45792136123246724 0.15 2.5 4715.0
11 9 0.3883602795183208 0.799560351718625 0.44288577154308617 0.15 3.0 5004.0
12 10 0.09025286773559794 0.7860510805500982 0.4401055989440106 0.01 2.5 5090.0
13 11 0.35774570380959786 0.7418876321157055 0.42462391976955083 0.15 3.5 5393.0
14 12 0.0997422998001618 0.6645075568842385 0.3992217122330872 0.05 2.0 6021.0
15 13 0.07331588819674409 0.7180545585068198 0.41794630732267835 0.01 3.0 5572.0
16 14 0.07996614205454478 0.576845444059977 0.3658224375971473 0.05 2.5 6936.0
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22 20 0.03274193548387097 0.3019 0.23189185037253246 0.05 4.0 10000.0
23 21 0.04605806451612903 0.391 0.28109273903666426 0.05 3.5 10000.0
24 22 0.021712903225806452 0.2209 0.18093209927102957 0.05 4.5 10000.0
25 23 0.032901167875700986 0.45579858737753476 0.3130917912199703 0.01 4.5 8778.0
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27 25 0.013851612903225806 0.1559 0.1348732589324336 0.05 5.0 10000.0
28 26 0.008290322580645161 0.1028 0.09321726514327167 0.05 5.5 10000.0
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31 29 0.015467741935483871 0.2789 0.21807803581202595 0.01 5.5 10000.0

31
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@ -0,0 +1,31 @@
,BER,FER,DFR,gamma,SNR,num_iter
0,0.39489685336240515,0.8048682357674513,0.32339730502245817,0.15,1.0,4971.0
1,0.3577840112201964,0.7248188405797101,0.2980671414038657,0.15,1.5,5520.0
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6,0.04561304895439736,0.6455308163923846,0.37858431922999797,0.01,2.0,6198.0
7,0.0559084198600205,0.6083320662916223,0.3304489463504021,0.05,1.5,6577.0
8,0.26507824305505584,0.5249967195906049,0.23476252635806807,0.15,2.5,7621.0
9,0.04437619545695105,0.5168582870430177,0.3002802133236916,0.05,2.0,7741.0
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11,0.22174276888321046,0.42713782427671615,0.1983053748716193,0.15,3.0,9367.0
12,0.16953548387096773,0.333,0.15789473684210525,0.15,3.5,10000.0
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29,0.0014096774193548386,0.0223,0.017102417928051897,0.05,5.5,10000.0
1 BER FER DFR gamma SNR num_iter
2 0 0.39489685336240515 0.8048682357674513 0.32339730502245817 0.15 1.0 4971.0
3 1 0.3577840112201964 0.7248188405797101 0.2980671414038657 0.15 1.5 5520.0
4 2 0.06933562585073888 0.8077932566121543 0.43179993116898013 0.01 1.0 4953.0
5 3 0.31694436294569095 0.6384234881123344 0.26770273428371116 0.15 2.0 6267.0
6 4 0.06956611357312172 0.710152644657437 0.36281384302194075 0.05 1.0 5634.0
7 5 0.05689667449975076 0.736019131714496 0.4106678230702515 0.01 1.5 5436.0
8 6 0.04561304895439736 0.6455308163923846 0.37858431922999797 0.01 2.0 6198.0
9 7 0.0559084198600205 0.6083320662916223 0.3304489463504021 0.05 1.5 6577.0
10 8 0.26507824305505584 0.5249967195906049 0.23476252635806807 0.15 2.5 7621.0
11 9 0.04437619545695105 0.5168582870430177 0.3002802133236916 0.05 2.0 7741.0
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14 12 0.16953548387096773 0.333 0.15789473684210525 0.15 3.5 10000.0
15 13 0.03293853117819351 0.40772444716192807 0.2540478905359179 0.05 2.5 9813.0
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31 29 0.0014096774193548386 0.0223 0.017102417928051897 0.05 5.5 10000.0

31
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@ -0,0 +1,31 @@
,BER,FER,DFR,gamma,SNR,num_iter
0,0.05765714285714286,0.1862,0.09181727363545546,0.15,1.5,10000.0
1,0.046,0.1496,0.0741598000185168,0.15,2.0,10000.0
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18,0.027785714285714285,0.1316,0.10088113648624349,0.01,3.5,10000.0
19,0.020271428571428572,0.0996,0.07927446828100543,0.01,4.0,10000.0
20,0.014685714285714286,0.0522,0.030725986236309004,0.05,4.0,10000.0
21,0.013985714285714285,0.0708,0.05793688177107866,0.01,4.5,10000.0
22,0.009257142857142858,0.0313,0.01603857128800551,0.15,4.5,10000.0
23,0.0098,0.0351,0.0199921599372795,0.05,4.5,10000.0
24,0.004957142857142857,0.0276,0.023055881203595155,0.01,5.5,10000.0
25,0.004714285714285714,0.0171,0.007542675664946407,0.05,5.0,10000.0
26,0.004714285714285714,0.0163,0.0065567256109676135,0.15,5.0,10000.0
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28,0.0026714285714285716,0.0093,0.003686360466274783,0.15,5.5,10000.0
29,0.0027285714285714287,0.0099,0.004380724810832338,0.05,5.5,10000.0
1 BER FER DFR gamma SNR num_iter
2 0 0.05765714285714286 0.1862 0.09181727363545546 0.15 1.5 10000.0
3 1 0.046 0.1496 0.0741598000185168 0.15 2.0 10000.0
4 2 0.07122857142857143 0.2265 0.11260981453545124 0.15 1.0 10000.0
5 3 0.06861428571428571 0.2885 0.19198448610213317 0.01 1.5 10000.0
6 4 0.08325714285714286 0.3364 0.21562475488273591 0.01 1.0 10000.0
7 5 0.07385714285714286 0.2451 0.13262208344175558 0.05 1.0 10000.0
8 6 0.06 0.2024 0.10976586842339535 0.05 1.5 10000.0
9 7 0.055971428571428575 0.2421 0.16652775462577096 0.01 2.0 10000.0
10 8 0.035442857142857144 0.1157 0.06015037593984962 0.15 2.5 10000.0
11 9 0.026214285714285714 0.0868 0.0447989301748018 0.15 3.0 10000.0
12 10 0.019185714285714285 0.0643 0.03316252537948371 0.15 3.5 10000.0
13 11 0.03702857142857143 0.1268 0.07261430028748957 0.05 2.5 10000.0
14 12 0.04687142857142857 0.1591 0.09090909090909091 0.05 2.0 10000.0
15 13 0.04367142857142857 0.1955 0.1409672708530195 0.01 2.5 10000.0
16 14 0.03451428571428571 0.1611 0.12072452299305372 0.01 3.0 10000.0
17 15 0.027357142857142858 0.0953 0.054373522458628844 0.05 3.0 10000.0
18 16 0.021057142857142858 0.0739 0.04269576871529772 0.05 3.5 10000.0
19 17 0.013957142857142857 0.0469 0.0249609984399376 0.15 4.0 10000.0
20 18 0.027785714285714285 0.1316 0.10088113648624349 0.01 3.5 10000.0
21 19 0.020271428571428572 0.0996 0.07927446828100543 0.01 4.0 10000.0
22 20 0.014685714285714286 0.0522 0.030725986236309004 0.05 4.0 10000.0
23 21 0.013985714285714285 0.0708 0.05793688177107866 0.01 4.5 10000.0
24 22 0.009257142857142858 0.0313 0.01603857128800551 0.15 4.5 10000.0
25 23 0.0098 0.0351 0.0199921599372795 0.05 4.5 10000.0
26 24 0.004957142857142857 0.0276 0.023055881203595155 0.01 5.5 10000.0
27 25 0.004714285714285714 0.0171 0.007542675664946407 0.05 5.0 10000.0
28 26 0.004714285714285714 0.0163 0.0065567256109676135 0.15 5.0 10000.0
29 27 0.008071428571428571 0.0439 0.03651604200790057 0.01 5.0 10000.0
30 28 0.0026714285714285716 0.0093 0.003686360466274783 0.15 5.5 10000.0
31 29 0.0027285714285714287 0.0099 0.004380724810832338 0.05 5.5 10000.0

80
sw/sim_results/2d_dec_fails_w_log_k_lin_zoomed_in_bch_31_26alist.csv
View File

@ -1,41 +1,41 @@
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0.002744489278096427,0.6483,0.6448,0.5467,0.4482,0.3923,0.3725,0.355,0.3391,0.339,0.3271,0.3188,0.3118,0.3027,0.2967,0.2909,0.2828,0.2838,0.2862,0.2868,0.2864,0.2843,0.284,0.284,0.2849,0.2839,0.2794,0.2771,0.2769,0.2792,0.279,0.279,0.2819,0.2789,0.2836,0.2838,0.2837,0.2836,0.2836,0.2836,0.2769 0.002744489278096427,0.648,0.644,0.531,0.448,0.384,0.371,0.354,0.337,0.362,0.343,0.347,0.306,0.321,0.286,0.279,0.299,0.277,0.298,0.276,0.293,0.27,0.303,0.291,0.303,0.274,0.267,0.274,0.303,0.275,0.269,0.303,0.274,0.278,0.301,0.277,0.273,0.271,0.275,0.273,0.274
0.0023650817333891625,0.642,0.6484,0.5628,0.4617,0.3982,0.3737,0.3555,0.3478,0.3414,0.3286,0.3241,0.3183,0.3102,0.3045,0.296,0.2903,0.2797,0.2877,0.2829,0.2845,0.2749,0.2842,0.2839,0.2845,0.276,0.2835,0.285,0.2834,0.2758,0.2832,0.2828,0.2738,0.2828,0.2827,0.2777,0.2738,0.2828,0.2737,0.2737,0.2751 0.0023650817333891625,0.648,0.644,0.57,0.434,0.404,0.383,0.354,0.342,0.329,0.332,0.323,0.313,0.31,0.322,0.28,0.301,0.281,0.283,0.303,0.274,0.3,0.275,0.292,0.304,0.299,0.272,0.286,0.29,0.286,0.274,0.304,0.275,0.286,0.29,0.279,0.301,0.277,0.279,0.273,0.274
0.0020381247798099637,0.6466,0.644,0.5903,0.473,0.4027,0.3774,0.3552,0.3436,0.3392,0.3268,0.33,0.3218,0.3043,0.2989,0.2986,0.2933,0.292,0.2877,0.2801,0.2793,0.2863,0.2775,0.2782,0.2779,0.2748,0.2771,0.2774,0.2771,0.2833,0.2849,0.2768,0.2767,0.2752,0.2767,0.2767,0.2765,0.2767,0.2828,0.2764,0.2764 0.0020381247798099637,0.648,0.668,0.582,0.503,0.404,0.4,0.371,0.345,0.342,0.324,0.334,0.325,0.312,0.31,0.298,0.297,0.31,0.28,0.279,0.304,0.301,0.279,0.284,0.302,0.298,0.299,0.28,0.287,0.298,0.279,0.273,0.298,0.294,0.286,0.273,0.282,0.293,0.272,0.291,0.293
0.0017563674690103848,0.6509,0.645,0.6075,0.4926,0.415,0.3839,0.3637,0.3444,0.342,0.3339,0.3234,0.3203,0.313,0.3016,0.2995,0.294,0.2849,0.2869,0.2806,0.2796,0.2833,0.2845,0.2784,0.2785,0.2856,0.2779,0.2849,0.2851,0.2756,0.2774,0.2848,0.2813,0.2773,0.2847,0.283,0.2768,0.2812,0.2847,0.2768,0.2754 0.0017563674690103848,0.635,0.648,0.586,0.487,0.413,0.389,0.372,0.348,0.359,0.318,0.32,0.326,0.301,0.311,0.284,0.3,0.308,0.308,0.286,0.306,0.294,0.305,0.276,0.306,0.297,0.297,0.276,0.299,0.266,0.297,0.294,0.299,0.279,0.28,0.294,0.296,0.303,0.28,0.265,0.296
0.0015135612484362087,0.6495,0.6417,0.6237,0.5118,0.4258,0.3896,0.3649,0.3495,0.3447,0.344,0.3304,0.3279,0.3054,0.2992,0.3025,0.2933,0.2824,0.2877,0.2823,0.2857,0.2846,0.2843,0.2816,0.2765,0.283,0.2853,0.2824,0.2849,0.2834,0.2832,0.2836,0.2818,0.2829,0.2799,0.2755,0.2797,0.2845,0.2845,0.2862,0.2828 0.0015135612484362087,0.667,0.623,0.607,0.519,0.418,0.415,0.359,0.327,0.366,0.359,0.321,0.332,0.32,0.3,0.291,0.274,0.308,0.305,0.286,0.27,0.276,0.269,0.294,0.274,0.283,0.282,0.276,0.305,0.294,0.265,0.306,0.293,0.268,0.268,0.294,0.297,0.266,0.274,0.257,0.306

1 20 25 30 34 39 43 48 53 57 62 66 71 76 80 85 90 94 99 103 108 113 117 122 126 131 136 140 145 149 154 159 163 168 172 177 182 186 191 195 200
2 0.5011872336272722 0.4767 0.479 0.4753 0.478 0.4742 0.478 0.4739 0.478 0.4738 0.478 0.4733 0.478 0.4726 0.478 0.4725 0.478 0.4796 0.498 0.4795 0.498 0.4795 0.498 0.4791 0.498 0.4789 0.497 0.4789 0.496 0.4788 0.496 0.4788 0.496 0.4745 0.465 0.4745 0.465 0.4745 0.465 0.4742 0.465 0.4742 0.465 0.4742 0.465 0.4742 0.465 0.474 0.465 0.4681 0.487 0.4681 0.487 0.468 0.487 0.468 0.487 0.4679 0.487 0.4679 0.487 0.4678 0.487 0.4678 0.487 0.4653 0.477 0.465 0.477 0.4649 0.477 0.4648 0.477 0.4647 0.477 0.4646 0.477 0.4646 0.477 0.4646 0.477
3 0.4319014035579926 0.4579 0.456 0.4548 0.456 0.4533 0.452 0.4527 0.452 0.447 0.452 0.451 0.452 0.4459 0.452 0.4502 0.456 0.4454 0.452 0.4497 0.453 0.4452 0.453 0.4497 0.453 0.4372 0.453 0.4447 0.452 0.437 0.452 0.4445 0.465 0.4369 0.452 0.4441 0.456 0.4366 0.456 0.4438 0.456 0.4484 0.456 0.4363 0.452 0.4482 0.456 0.4362 0.442 0.4482 0.456 0.4362 0.465 0.4481 0.465 0.436 0.465 0.448 0.465 0.4478 0.456 0.4479 0.465 0.4477 0.435 0.4479 0.465 0.4476 0.441 0.4478 0.441 0.4475 0.441 0.4445 0.441 0.4476 0.465 0.4444 0.441 0.4475 0.433
4 0.37219388260414266 0.4312 0.424 0.4256 0.425 0.424 0.423 0.4254 0.42 0.4189 0.42 0.423 0.406 0.4191 0.419 0.4186 0.405 0.4223 0.409 0.4335 0.404 0.4174 0.404 0.422 0.416 0.4171 0.408 0.4327 0.408 0.4215 0.404 0.4214 0.408 0.4325 0.414 0.4223 0.406 0.4211 0.406 0.4322 0.404 0.4211 0.393 0.4222 0.393 0.4321 0.404 0.4321 0.393 0.4222 0.404 0.4155 0.393 0.432 0.393 0.4219 0.404 0.432 0.414 0.4218 0.414 0.4152 0.393 0.4218 0.414 0.4151 0.404 0.4198 0.414 0.4217 0.414 0.415 0.392 0.4217 0.391 0.4149 0.391 0.4194 0.414 0.4149 0.391
5 0.32074053269277175 0.4133 0.386 0.3999 0.379 0.3936 0.376 0.3899 0.391 0.39 0.385 0.386 0.39 0.3894 0.38 0.3863 0.38 0.3851 0.38 0.3834 0.363 0.3833 0.371 0.3871 0.363 0.3836 0.363 0.3833 0.371 0.3753 0.378 0.3817 0.371 0.3815 0.371 0.3851 0.377 0.3741 0.375 0.381 0.376 0.3851 0.375 0.3808 0.375 0.3863 0.37 0.3847 0.375 0.3736 0.375 0.3845 0.37 0.3844 0.4 0.3856 0.37 0.3735 0.37 0.3843 0.4 0.3735 0.373 0.3768 0.4 0.3855 0.4 0.3734 0.373 0.3734 0.375 0.3766 0.373 0.3855 0.373 0.3734 0.375 0.3854 0.4 0.3764 0.375
6 0.276400269107749 0.393 0.39 0.3822 0.39 0.3714 0.338 0.3584 0.378 0.3585 0.327 0.3488 0.371 0.346 0.339 0.3485 0.319 0.342 0.351 0.3408 0.333 0.3399 0.318 0.349 0.33 0.3445 0.346 0.3439 0.327 0.3435 0.318 0.3389 0.346 0.3431 0.345 0.3429 0.318 0.3428 0.343 0.3383 0.318 0.3371 0.344 0.3369 0.317 0.3366 0.342 0.3442 0.344 0.3364 0.337 0.3362 0.342 0.3362 0.343 0.3452 0.342 0.343 0.337 0.3429 0.342 0.3429 0.343 0.3357 0.335 0.3426 0.34 0.3426 0.343 0.3424 0.335 0.3355 0.343 0.3353 0.34 0.3353 0.343 0.3351 0.335 0.3439 0.34
7 0.23818975457029212 0.38 0.395 0.3539 0.347 0.3402 0.346 0.3406 0.333 0.3295 0.308 0.3295 0.34 0.3239 0.316 0.3199 0.317 0.3177 0.312 0.316 0.33 0.3068 0.328 0.305 0.311 0.3006 0.307 0.3027 0.294 0.3021 0.323 0.3017 0.303 0.3008 0.32 0.3002 0.288 0.3009 0.286 0.3001 0.308 0.2946 0.318 0.2989 0.299 0.2981 0.285 0.298 0.317 0.2979 0.284 0.2976 0.298 0.2934 0.298 0.293 0.297 0.2915 0.284 0.2926 0.304 0.2925 0.297 0.2924 0.283 0.2922 0.295 0.2922 0.303 0.2917 0.303 0.2916 0.32 0.2947 0.295 0.2914 0.296 0.2914 0.302 0.291 0.295
8 0.20526159169598815 0.3626 0.382 0.3371 0.345 0.3216 0.329 0.3102 0.319 0.299 0.29 0.2938 0.328 0.2885 0.302 0.284 0.317 0.2804 0.312 0.2771 0.288 0.2759 0.307 0.2741 0.266 0.2696 0.279 0.2673 0.264 0.2703 0.277 0.2686 0.259 0.2682 0.276 0.2669 0.258 0.2659 0.258 0.2656 0.274 0.2641 0.294 0.257 0.252 0.2639 0.294 0.2584 0.251 0.2627 0.293 0.2621 0.251 0.2575 0.251 0.2573 0.266 0.2613 0.271 0.261 0.253 0.2568 0.253 0.2527 0.27 0.2561 0.251 0.2557 0.27 0.2521 0.269 0.2519 0.259 0.2551 0.265 0.2653 0.249 0.2517 0.249 0.2589 0.264
9 0.1768855302008251 0.3513 0.359 0.3273 0.344 0.2995 0.326 0.2976 0.279 0.2777 0.281 0.2804 0.285 0.2761 0.277 0.2752 0.275 0.2648 0.266 0.262 0.265 0.2652 0.258 0.2631 0.255 0.2614 0.228 0.2536 0.26 0.2552 0.259 0.2517 0.258 0.2564 0.226 0.2553 0.224 0.2485 0.224 0.2473 0.241 0.2465 0.245 0.252 0.247 0.2486 0.245 0.2483 0.245 0.245 0.242 0.2446 0.241 0.2472 0.241 0.247 0.234 0.2468 0.235 0.2436 0.221 0.2501 0.219 0.2452 0.219 0.2457 0.235 0.2455 0.234 0.2444 0.234 0.2443 0.256 0.2441 0.234 0.2447 0.236 0.245 0.236 0.2487 0.235
10 0.15243227208706556 0.3625 0.355 0.3289 0.317 0.3051 0.289 0.2947 0.273 0.285 0.287 0.2786 0.279 0.2726 0.278 0.2627 0.251 0.2593 0.269 0.2424 0.243 0.2532 0.24 0.2512 0.246 0.2488 0.229 0.2476 0.228 0.2463 0.226 0.2491 0.227 0.2316 0.221 0.2331 0.226 0.2293 0.226 0.2282 0.226 0.2276 0.236 0.2273 0.235 0.2269 0.234 0.2392 0.247 0.2282 0.234 0.2415 0.247 0.2276 0.246 0.2275 0.226 0.2274 0.222 0.2271 0.221 0.227 0.221 0.2236 0.216 0.2399 0.22 0.2306 0.216 0.2394 0.216 0.2394 0.241 0.2393 0.224 0.2392 0.224 0.239 0.224 0.226 0.23
11 0.13135951565537832 0.3568 0.338 0.3197 0.315 0.2971 0.29 0.285 0.325 0.2724 0.281 0.2644 0.274 0.2579 0.264 0.2583 0.243 0.2511 0.25 0.2444 0.24 0.2504 0.233 0.2437 0.234 0.2418 0.282 0.2409 0.281 0.2388 0.28 0.2344 0.23 0.2364 0.277 0.2354 0.228 0.2321 0.261 0.2344 0.226 0.2336 0.219 0.2307 0.219 0.2322 0.219 0.2315 0.244 0.2296 0.244 0.2313 0.218 0.2307 0.25 0.2291 0.253 0.229 0.243 0.2301 0.252 0.2288 0.252 0.2282 0.269 0.2296 0.269 0.2285 0.252 0.2296 0.225 0.2294 0.268 0.2293 0.249 0.2275 0.249 0.2292 0.249 0.2301 0.214
12 0.11319992884026403 0.3614 0.372 0.3179 0.314 0.2952 0.292 0.2831 0.272 0.2721 0.261 0.2658 0.255 0.2586 0.29 0.2559 0.247 0.2487 0.237 0.2446 0.244 0.2452 0.274 0.2385 0.23 0.2366 0.268 0.2381 0.228 0.2364 0.253 0.2333 0.226 0.2321 0.247 0.2338 0.226 0.231 0.251 0.2282 0.223 0.2275 0.223 0.2292 0.25 0.229 0.227 0.2264 0.222 0.2314 0.237 0.2276 0.221 0.225 0.226 0.2255 0.242 0.2254 0.242 0.224 0.225 0.224 0.242 0.2246 0.22 0.2262 0.217 0.2235 0.241 0.2245 0.219 0.2212 0.233 0.221 0.233 0.2243 0.218 0.2241 0.233 0.221 0.216
13 0.09755078515254997 0.3625 0.352 0.3219 0.325 0.2962 0.277 0.2822 0.274 0.2692 0.275 0.264 0.254 0.2525 0.245 0.2467 0.247 0.2447 0.258 0.24 0.237 0.2379 0.254 0.2395 0.226 0.2374 0.241 0.2316 0.226 0.2304 0.246 0.2292 0.223 0.2326 0.243 0.227 0.221 0.2305 0.242 0.2338 0.221 0.2334 0.236 0.2247 0.221 0.2288 0.24 0.2283 0.22 0.2322 0.216 0.2275 0.219 0.2318 0.216 0.2346 0.232 0.2346 0.252 0.227 0.232 0.2307 0.215 0.2307 0.232 0.234 0.216 0.2302 0.232 0.2337 0.216 0.2332 0.234 0.2331 0.239 0.2299 0.234 0.2329 0.216 0.2327 0.234
14 0.08406503238449185 0.3796 0.372 0.3266 0.347 0.3074 0.315 0.293 0.309 0.2794 0.277 0.27 0.252 0.2652 0.285 0.2601 0.281 0.2534 0.243 0.2534 0.247 0.2506 0.267 0.2403 0.255 0.2378 0.242 0.2359 0.226 0.2428 0.249 0.2384 0.247 0.2334 0.238 0.2366 0.239 0.2365 0.244 0.2346 0.22 0.2343 0.261 0.2342 0.238 0.2336 0.22 0.2294 0.22 0.2333 0.236 0.2283 0.258 0.2283 0.217 0.2274 0.22 0.2271 0.241 0.227 0.2279 0.217 0.2323 0.217 0.2265 0.255 0.2319 0.241 0.2317 0.236 0.224 0.216 0.224 0.22 0.2238 0.233 0.2307 0.236 0.226 0.236
15 0.07244359600749903 0.3865 0.4 0.3319 0.31 0.3046 0.313 0.2901 0.313 0.2762 0.268 0.268 0.252 0.2626 0.286 0.2522 0.248 0.2509 0.253 0.2473 0.248 0.2433 0.246 0.2377 0.244 0.2359 0.25 0.2348 0.224 0.2352 0.246 0.231 0.246 0.2321 0.239 0.2323 0.238 0.2315 0.249 0.2333 0.236 0.2331 0.233 0.2331 0.242 0.225 0.236 0.232 0.233 0.2287 0.246 0.2239 0.245 0.2238 0.242 0.2283 0.244 0.2282 0.231 0.2282 0.232 0.2304 0.225 0.2275 0.231 0.222 0.241 0.2302 0.241 0.2301 0.235 0.2292 0.241 0.2292 0.243 0.2288 0.231 0.2266 0.251 0.2288 0.242
16 0.06242874657437091 0.4027 0.414 0.3392 0.353 0.3105 0.321 0.2952 0.3 0.2814 0.308 0.2733 0.27 0.2666 0.272 0.2573 0.262 0.2557 0.271 0.2505 0.242 0.2458 0.249 0.2474 0.246 0.2425 0.246 0.2439 0.243 0.2369 0.259 0.2399 0.258 0.2343 0.23 0.2333 0.242 0.2377 0.255 0.2449 0.24 0.2301 0.24 0.2438 0.231 0.2353 0.229 0.2429 0.229 0.2343 0.239 0.2337 0.224 0.2411 0.229 0.2323 0.228 0.2331 0.226 0.232 0.25 0.2398 0.238 0.2316 0.237 0.2393 0.224 0.2392 0.22 0.2312 0.237 0.2285 0.249 0.2389 0.248 0.2285 0.228 0.2307 0.224 0.2281 0.217
17 0.05379838403443687 0.407 0.395 0.351 0.332 0.3177 0.308 0.3026 0.299 0.2862 0.287 0.281 0.295 0.2699 0.277 0.2601 0.257 0.2553 0.241 0.2529 0.233 0.2468 0.235 0.24 0.228 0.2411 0.254 0.2419 0.226 0.2373 0.233 0.2321 0.252 0.2312 0.222 0.2337 0.242 0.2291 0.219 0.2335 0.239 0.2278 0.227 0.2321 0.212 0.226 0.218 0.2314 0.227 0.2313 0.238 0.2251 0.238 0.2307 0.218 0.2365 0.217 0.2299 0.217 0.2243 0.241 0.2292 0.216 0.2355 0.217 0.2351 0.216 0.2288 0.211 0.2347 0.215 0.2318 0.211 0.2344 0.214 0.2277 0.232 0.2343 0.236 0.2314 0.213
18 0.04636111220443666 0.4216 0.415 0.358 0.375 0.3285 0.305 0.3111 0.331 0.296 0.309 0.2866 0.305 0.2791 0.263 0.2688 0.267 0.2639 0.279 0.2552 0.241 0.2504 0.25 0.2477 0.258 0.2457 0.23 0.2429 0.245 0.244 0.218 0.2395 0.23 0.2386 0.24 0.2377 0.215 0.2369 0.226 0.2433 0.221 0.235 0.214 0.2419 0.225 0.2359 0.223 0.2344 0.209 0.2338 0.225 0.2403 0.245 0.2399 0.209 0.2271 0.211 0.2396 0.245 0.2261 0.209 0.233 0.24 0.2385 0.221 0.2384 0.207 0.2256 0.235 0.2256 0.221 0.2345 0.244 0.2254 0.233 0.234 0.221 0.2379 0.225 0.2251 0.238
19 0.03995199416132174 0.4317 0.417 0.3716 0.361 0.3356 0.352 0.3178 0.324 0.3005 0.293 0.2917 0.276 0.2772 0.29 0.2697 0.247 0.2642 0.266 0.2533 0.238 0.2571 0.248 0.2493 0.245 0.2466 0.237 0.2454 0.224 0.2424 0.239 0.2403 0.229 0.2395 0.243 0.2429 0.214 0.2388 0.213 0.2367 0.213 0.2419 0.213 0.235 0.228 0.2412 0.211 0.2406 0.246 0.2404 0.233 0.2341 0.239 0.2329 0.239 0.2394 0.239 0.2365 0.225 0.2389 0.242 0.236 0.239 0.2357 0.23 0.2356 0.225 0.2314 0.23 0.2377 0.23 0.2353 0.229 0.2325 0.239 0.2344 0.227 0.2324 0.229 0.2322 0.209
20 0.034428894424011175 0.4472 0.467 0.3766 0.387 0.3446 0.359 0.3204 0.334 0.2985 0.307 0.2877 0.308 0.2853 0.258 0.2759 0.284 0.2699 0.276 0.2566 0.269 0.2523 0.257 0.2481 0.262 0.249 0.227 0.2468 0.244 0.2463 0.247 0.2381 0.256 0.237 0.249 0.2412 0.256 0.24 0.238 0.2389 0.254 0.2437 0.241 0.243 0.226 0.2317 0.236 0.2358 0.229 0.2355 0.25 0.2406 0.229 0.2402 0.231 0.2397 0.229 0.2342 0.236 0.234 0.224 0.2335 0.229 0.2386 0.223 0.2384 0.227 0.2332 0.223 0.2329 0.243 0.2329 0.223 0.2359 0.227 0.2356 0.264 0.2377 0.242 0.2325 0.224
21 0.02966932680439932 0.4764 0.462 0.3903 0.376 0.3491 0.359 0.3307 0.313 0.3118 0.303 0.2971 0.308 0.287 0.313 0.2766 0.288 0.2714 0.258 0.2647 0.281 0.2602 0.288 0.2603 0.285 0.2497 0.279 0.2512 0.262 0.2489 0.259 0.2471 0.249 0.2489 0.237 0.2443 0.236 0.2432 0.254 0.2394 0.253 0.2417 0.253 0.234 0.233 0.2333 0.244 0.2331 0.241 0.2367 0.227 0.2317 0.226 0.2314 0.241 0.2398 0.241 0.2308 0.241 0.2354 0.225 0.2351 0.238 0.2346 0.225 0.2392 0.265 0.2341 0.225 0.2341 0.238 0.2283 0.238 0.2338 0.238 0.2401 0.225 0.2399 0.223 0.2398 0.253
22 0.02556773802217524 0.4794 0.503 0.3981 0.425 0.3563 0.341 0.341 0.329 0.3235 0.319 0.3058 0.318 0.2964 0.319 0.2849 0.292 0.2789 0.284 0.2722 0.281 0.2694 0.253 0.2613 0.272 0.2603 0.27 0.2547 0.255 0.2595 0.26 0.257 0.255 0.2559 0.24 0.2533 0.238 0.2434 0.233 0.2509 0.236 0.2414 0.235 0.2491 0.237 0.2411 0.245 0.2401 0.239 0.239 0.225 0.2384 0.225 0.2459 0.255 0.2372 0.223 0.2451 0.223 0.2361 0.256 0.2346 0.232 0.2344 0.237 0.2343 0.252 0.2342 0.252 0.2353 0.223 0.2339 0.252 0.2346 0.252 0.2336 0.231 0.2433 0.256 0.243 0.229
23 0.022033166841980884 0.5191 0.518 0.4191 0.391 0.3574 0.347 0.3468 0.321 0.3198 0.3 0.3075 0.292 0.3055 0.292 0.2881 0.265 0.2883 0.291 0.2754 0.264 0.2703 0.278 0.2643 0.269 0.2606 0.254 0.2658 0.245 0.2534 0.265 0.2522 0.27 0.2485 0.239 0.2484 0.236 0.2468 0.239 0.2457 0.232 0.2366 0.259 0.2433 0.257 0.2434 0.229 0.235 0.233 0.2424 0.242 0.2339 0.256 0.2335 0.227 0.233 0.241 0.235 0.227 0.2404 0.226 0.2321 0.239 0.234 0.228 0.2313 0.248 0.2338 0.227 0.2337 0.253 0.2335 0.247 0.2426 0.238 0.2299 0.238 0.2328 0.247 0.2422 0.252
24 0.018987226819420607 0.5333 0.532 0.4211 0.425 0.373 0.352 0.3513 0.328 0.3228 0.346 0.3221 0.325 0.3032 0.319 0.2918 0.321 0.2863 0.272 0.2869 0.273 0.2727 0.264 0.2672 0.286 0.2627 0.243 0.2602 0.258 0.2547 0.246 0.2637 0.24 0.2511 0.272 0.2502 0.256 0.2459 0.264 0.245 0.244 0.2397 0.267 0.2426 0.221 0.237 0.249 0.2447 0.265 0.236 0.242 0.24 0.252 0.2353 0.23 0.2347 0.217 0.2363 0.241 0.234 0.23 0.2354 0.25 0.2381 0.239 0.235 0.214 0.2321 0.225 0.2348 0.24 0.2347 0.228 0.2335 0.214 0.2345 0.21 0.2326 0.225 0.2307 0.214
25 0.01636236791913265 0.5579 0.563 0.4252 0.433 0.37 0.389 0.3466 0.319 0.3352 0.301 0.3221 0.319 0.3043 0.285 0.2953 0.296 0.2928 0.303 0.2849 0.272 0.2742 0.262 0.2727 0.265 0.2601 0.252 0.2571 0.236 0.2625 0.254 0.26 0.238 0.2491 0.253 0.2464 0.272 0.2461 0.244 0.2431 0.22 0.2483 0.239 0.2474 0.234 0.2397 0.249 0.2385 0.232 0.2457 0.221 0.2449 0.243 0.2476 0.247 0.2434 0.228 0.2389 0.231 0.2386 0.246 0.2417 0.222 0.2411 0.211 0.2378 0.23 0.2375 0.215 0.2339 0.221 0.2413 0.229 0.2367 0.243 0.2411 0.22 0.2364 0.243 0.2361 0.225
26 0.01410037845269871 0.5838 0.539 0.4473 0.442 0.3829 0.398 0.3565 0.371 0.3386 0.318 0.3251 0.322 0.3147 0.326 0.3042 0.276 0.2958 0.291 0.2867 0.282 0.2887 0.273 0.2698 0.269 0.2791 0.262 0.2695 0.268 0.2727 0.262 0.2637 0.247 0.2619 0.252 0.2646 0.249 0.256 0.259 0.2527 0.26 0.253 0.258 0.2586 0.246 0.2516 0.24 0.257 0.238 0.2563 0.259 0.2499 0.259 0.2567 0.243 0.2481 0.227 0.2487 0.227 0.2554 0.238 0.2548 0.257 0.2475 0.252 0.2473 0.258 0.2543 0.258 0.245 0.235 0.2503 0.251 0.2532 0.25 0.2443 0.252 0.2441 0.257 0.2525 0.224
27 0.012151094113758885 0.6092 0.588 0.4576 0.469 0.3874 0.386 0.3596 0.366 0.3406 0.372 0.3308 0.329 0.3182 0.324 0.3038 0.314 0.2986 0.29 0.2908 0.295 0.2876 0.301 0.2802 0.281 0.2852 0.285 0.2719 0.268 0.2654 0.256 0.2669 0.255 0.2611 0.275 0.2587 0.26 0.2595 0.273 0.2555 0.265 0.2572 0.275 0.2531 0.264 0.2545 0.265 0.2468 0.265 0.252 0.268 0.2506 0.245 0.2487 0.268 0.249 0.263 0.25 0.231 0.2476 0.262 0.2423 0.264 0.246 0.263 0.2419 0.265 0.2415 0.257 0.2458 0.24 0.2408 0.228 0.2438 0.238 0.2401 0.238 0.2433 0.264 0.2399 0.264
28 0.010471285480508996 0.6114 0.616 0.4771 0.495 0.3943 0.426 0.3655 0.359 0.3437 0.32 0.331 0.321 0.3247 0.313 0.3104 0.341 0.3007 0.316 0.2913 0.286 0.2856 0.266 0.2815 0.274 0.2749 0.296 0.2719 0.256 0.2714 0.286 0.2662 0.277 0.2655 0.286 0.2624 0.256 0.2607 0.276 0.2606 0.25 0.2564 0.232 0.2555 0.27 0.2572 0.27 0.2528 0.275 0.2502 0.24 0.2533 0.234 0.2523 0.23 0.2482 0.23 0.2515 0.243 0.2508 0.229 0.247 0.269 0.2496 0.232 0.2485 0.265 0.2454 0.24 0.2449 0.242 0.2477 0.263 0.2444 0.239 0.2443 0.241 0.2443 0.23 0.2454 0.237
29 0.009023699313641428 0.6449 0.621 0.4965 0.481 0.4039 0.406 0.3873 0.349 0.3474 0.363 0.344 0.356 0.341 0.326 0.3153 0.313 0.3063 0.3 0.3117 0.301 0.2981 0.286 0.298 0.266 0.2809 0.269 0.2751 0.247 0.2791 0.267 0.2846 0.272 0.2827 0.254 0.2736 0.259 0.263 0.258 0.2695 0.277 0.2603 0.242 0.2691 0.259 0.2576 0.26 0.2644 0.253 0.2634 0.27 0.2541 0.236 0.2651 0.258 0.2524 0.23 0.2543 0.261 0.2474 0.249 0.2623 0.247 0.2498 0.235 0.2491 0.228 0.2609 0.259 0.2448 0.246 0.2601 0.245 0.2652 0.263 0.2565 0.249 0.244 0.233 0.2589 0.256
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31 0.006701219539630716 0.6421 0.652 0.5353 0.554 0.4377 0.434 0.385 0.401 0.355 0.358 0.3522 0.344 0.3312 0.331 0.3205 0.325 0.3172 0.278 0.3053 0.304 0.3018 0.289 0.2939 0.299 0.2884 0.278 0.2817 0.255 0.2815 0.284 0.2799 0.271 0.2733 0.268 0.2777 0.285 0.2711 0.281 0.2703 0.273 0.2686 0.281 0.2748 0.263 0.2677 0.258 0.265 0.276 0.269 0.28 0.2649 0.269 0.2678 0.277 0.2672 0.253 0.2674 0.263 0.2638 0.271 0.2657 0.281 0.2646 0.275 0.2596 0.261 0.2642 0.248 0.2588 0.253 0.2583 0.28 0.2573 0.245 0.2636 0.271 0.2565 0.263 0.2564 0.25
32 0.0057748201281383514 0.644 0.622 0.5696 0.618 0.4475 0.432 0.3952 0.398 0.3697 0.404 0.3559 0.385 0.3366 0.339 0.3235 0.327 0.325 0.324 0.308 0.332 0.3048 0.329 0.2987 0.3 0.2834 0.297 0.279 0.288 0.2861 0.307 0.2821 0.287 0.2722 0.262 0.2799 0.273 0.2802 0.272 0.2797 0.296 0.2769 0.276 0.2757 0.294 0.2802 0.266 0.2706 0.272 0.2737 0.285 0.2767 0.312 0.2781 0.311 0.2775 0.261 0.2747 0.255 0.2743 0.259 0.2651 0.308 0.2706 0.254 0.2728 0.273 0.2748 0.274 0.2639 0.273 0.2635 0.307 0.2736 0.281 0.2735 0.307 0.2644 0.281 0.2596 0.273
33 0.004976489326327849 0.6494 0.655 0.5915 0.601 0.4625 0.48 0.4068 0.386 0.3666 0.363 0.35 0.342 0.3376 0.342 0.3313 0.353 0.3224 0.343 0.313 0.316 0.3074 0.322 0.2967 0.311 0.2909 0.332 0.2859 0.298 0.282 0.31 0.2822 0.279 0.2797 0.277 0.2781 0.304 0.2813 0.301 0.2766 0.299 0.2774 0.285 0.277 0.298 0.2761 0.266 0.2731 0.273 0.2819 0.266 0.2816 0.272 0.2814 0.267 0.2811 0.266 0.271 0.285 0.2709 0.266 0.2704 0.285 0.2798 0.312 0.2784 0.284 0.2781 0.312 0.2686 0.266 0.2775 0.266 0.2786 0.293 0.2782 0.266 0.278 0.271 0.276
34 0.004288522493433697 0.6464 0.664 0.6124 0.599 0.4783 0.471 0.4108 0.411 0.3775 0.376 0.3651 0.351 0.3415 0.353 0.3425 0.334 0.3359 0.339 0.3162 0.317 0.3212 0.311 0.3004 0.293 0.2917 0.307 0.2988 0.279 0.2847 0.309 0.2912 0.292 0.2895 0.281 0.2797 0.29 0.2752 0.262 0.2792 0.262 0.2769 0.299 0.274 0.29 0.278 0.272 0.2738 0.26 0.2737 0.287 0.2824 0.26 0.2751 0.259 0.2782 0.277 0.2767 0.268 0.2741 0.277 0.2775 0.27 0.2738 0.257 0.2734 0.258 0.2834 0.257 0.275 0.2715 0.269 0.2764 0.27 0.2745 0.285 0.2711 0.285 0.2741 0.274
35 0.0036956625385264927 0.6547 0.646 0.6278 0.637 0.4916 0.51 0.415 0.416 0.3814 0.388 0.3588 0.368 0.3442 0.343 0.3364 0.334 0.324 0.326 0.3172 0.32 0.3138 0.301 0.3033 0.311 0.2927 0.29 0.2856 0.293 0.2866 0.29 0.28 0.265 0.2818 0.285 0.2746 0.289 0.2761 0.285 0.2805 0.283 0.272 0.285 0.2779 0.289 0.2795 0.28 0.2714 0.28 0.2789 0.281 0.2771 0.264 0.271 0.28 0.2782 0.296 0.2766 0.28 0.2783 0.264 0.2787 0.281 0.2762 0.271 0.2773 0.294 0.2778 0.26 0.2758 0.281 0.2781 0.291 0.2775 0.281 0.277 0.259 0.2727 0.29 0.2772 0.281
36 0.003184761562887965 0.6499 0.64 0.634 0.641 0.5176 0.517 0.4266 0.432 0.3779 0.376 0.3634 0.392 0.3536 0.359 0.342 0.335 0.3309 0.345 0.3173 0.339 0.3149 0.336 0.3032 0.313 0.2955 0.32 0.2956 0.309 0.288 0.286 0.2846 0.287 0.2852 0.267 0.2812 0.267 0.2824 0.269 0.2854 0.283 0.2849 0.268 0.2793 0.267 0.2752 0.284 0.2751 0.302 0.2788 0.283 0.2793 0.301 0.2785 0.274 0.2815 0.297 0.2814 0.274 0.2744 0.301 0.2831 0.282 0.2831 0.264 0.2742 0.281 0.2791 0.263 0.2742 0.269 0.2763 0.293 0.2763 0.269 0.2828 0.263 0.281 0.281 0.274
37 0.002744489278096427 0.6483 0.648 0.6448 0.644 0.5467 0.531 0.4482 0.448 0.3923 0.384 0.3725 0.371 0.355 0.354 0.3391 0.337 0.339 0.362 0.3271 0.343 0.3188 0.347 0.3118 0.306 0.3027 0.321 0.2967 0.286 0.2909 0.279 0.2828 0.299 0.2838 0.277 0.2862 0.298 0.2868 0.276 0.2864 0.293 0.2843 0.27 0.284 0.303 0.284 0.291 0.2849 0.303 0.2839 0.274 0.2794 0.267 0.2771 0.274 0.2769 0.303 0.2792 0.275 0.279 0.269 0.279 0.303 0.2819 0.274 0.2789 0.278 0.2836 0.301 0.2838 0.277 0.2837 0.273 0.2836 0.271 0.2836 0.275 0.2836 0.273 0.2769 0.274
38 0.0023650817333891625 0.642 0.648 0.6484 0.644 0.5628 0.57 0.4617 0.434 0.3982 0.404 0.3737 0.383 0.3555 0.354 0.3478 0.342 0.3414 0.329 0.3286 0.332 0.3241 0.323 0.3183 0.313 0.3102 0.31 0.3045 0.322 0.296 0.28 0.2903 0.301 0.2797 0.281 0.2877 0.283 0.2829 0.303 0.2845 0.274 0.2749 0.3 0.2842 0.275 0.2839 0.292 0.2845 0.304 0.276 0.299 0.2835 0.272 0.285 0.286 0.2834 0.29 0.2758 0.286 0.2832 0.274 0.2828 0.304 0.2738 0.275 0.2828 0.286 0.2827 0.29 0.2777 0.279 0.2738 0.301 0.2828 0.277 0.2737 0.279 0.2737 0.273 0.2751 0.274
39 0.0020381247798099637 0.6466 0.648 0.644 0.668 0.5903 0.582 0.473 0.503 0.4027 0.404 0.3774 0.4 0.3552 0.371 0.3436 0.345 0.3392 0.342 0.3268 0.324 0.33 0.334 0.3218 0.325 0.3043 0.312 0.2989 0.31 0.2986 0.298 0.2933 0.297 0.292 0.31 0.2877 0.28 0.2801 0.279 0.2793 0.304 0.2863 0.301 0.2775 0.279 0.2782 0.284 0.2779 0.302 0.2748 0.298 0.2771 0.299 0.2774 0.28 0.2771 0.287 0.2833 0.298 0.2849 0.279 0.2768 0.273 0.2767 0.298 0.2752 0.294 0.2767 0.286 0.2767 0.273 0.2765 0.282 0.2767 0.293 0.2828 0.272 0.2764 0.291 0.2764 0.293
40 0.0017563674690103848 0.6509 0.635 0.645 0.648 0.6075 0.586 0.4926 0.487 0.415 0.413 0.3839 0.389 0.3637 0.372 0.3444 0.348 0.342 0.359 0.3339 0.318 0.3234 0.32 0.3203 0.326 0.313 0.301 0.3016 0.311 0.2995 0.284 0.294 0.3 0.2849 0.308 0.2869 0.308 0.2806 0.286 0.2796 0.306 0.2833 0.294 0.2845 0.305 0.2784 0.276 0.2785 0.306 0.2856 0.297 0.2779 0.297 0.2849 0.276 0.2851 0.299 0.2756 0.266 0.2774 0.297 0.2848 0.294 0.2813 0.299 0.2773 0.279 0.2847 0.28 0.283 0.294 0.2768 0.296 0.2812 0.303 0.2847 0.28 0.2768 0.265 0.2754 0.296
41 0.0015135612484362087 0.6495 0.667 0.6417 0.623 0.6237 0.607 0.5118 0.519 0.4258 0.418 0.3896 0.415 0.3649 0.359 0.3495 0.327 0.3447 0.366 0.344 0.359 0.3304 0.321 0.3279 0.332 0.3054 0.32 0.2992 0.3 0.3025 0.291 0.2933 0.274 0.2824 0.308 0.2877 0.305 0.2823 0.286 0.2857 0.27 0.2846 0.276 0.2843 0.269 0.2816 0.294 0.2765 0.274 0.283 0.2853 0.282 0.2824 0.276 0.2849 0.305 0.2834 0.294 0.2832 0.265 0.2836 0.306 0.2818 0.293 0.2829 0.268 0.2799 0.268 0.2755 0.294 0.2797 0.297 0.2845 0.266 0.2845 0.274 0.2862 0.257 0.2828 0.306