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Author SHA1 Message Date
Andreas Tsouchlos
81d8d5b36a Add generic localSettings.yaml as reference 2024-01-07 20:11:22 +01:00
11 changed files with 1175 additions and 1669 deletions
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11
README.md
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@ -1,6 +1,6 @@
# ba-letter # ba-letter
Repository containing the latex source for the bachelor's thesis letter. Repository containing latex source for the Bachelor's Thesis paper.
After cloning, make sure to initialize the submodules containing the dependencies: After cloning, make sure to initialize the submodules containing the dependencies:
```bash ```bash
@ -11,24 +11,17 @@ $ git submodule update --init
### Build on host ### Build on host
For a list of dependencies consult one of the dockerfiles in the `dockerfiles` directory. Build document:
```bash ```bash
$ make $ make
``` ```
After compiling, the PDF can be found in the `build` directory.
### Build using docker ### Build using docker
Be warned that `texlive` installations can take some time.
Building the docker image may take a few minutes.
1. Build docker image 1. Build docker image
```bash ```bash
$ docker build -f dockerfiles/Dockerfile.alpine . -t ba-letter $ docker build -f dockerfiles/Dockerfile.alpine . -t ba-letter
``` ```
2. Build document 2. Build examples
```bash ```bash
$ docker run --rm -v $PWD:$PWD -w $PWD -u `id -u`:`id -g` ba-letter make $ docker run --rm -v $PWD:$PWD -w $PWD -u `id -u`:`id -g` ba-letter make
``` ```

13
dockerfiles/Dockerfile.alpine
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@ -2,13 +2,6 @@ FROM alpine:3.19
RUN apk update && apk upgrade RUN apk update && apk upgrade
RUN apk add make texlive texmf-dist-pictures RUN apk add make texlive texmf-dist-pictures
RUN apk add texmf-dist-publishers texmf-dist-science texmf-dist-fontsextra texmf-dist-latexextra RUN apk add texmf-dist-publishers
RUN apk add biber texmf-dist-bibtexextra RUN apk add texmf-dist-science
RUN apk add texmf-dist-fontsextra
# The 'bbm' package insists on generating stuff in the home directory. In
# order to guarantee access to the home directory no matter the user the
# docker container is run with, create a temporary one anyone can write to
RUN mkdir /tmp/home
RUN chmod -R 777 /tmp/home
ENV HOME=/tmp/home

25
dockerfiles/Dockerfile.arch
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@ -1,25 +0,0 @@
FROM archlinux:latest
RUN pacman-key --init
RUN pacman-key --populate archlinux
RUN pacman -Sy archlinux-keyring --noconfirm && pacman -Su --noconfirm
RUN pacman -Syu --noconfirm
RUN pacman -S make perl texlive texlive-binextra texlive-pictures --noconfirm
RUN pacman -S texlive-publishers texlive-mathscience texlive-fontsextra texlive-latexextra --noconfirm
RUN pacman -Syu biber texlive-bibtexextra --noconfirm
# The 'bbm' package insists on generating stuff in the home directory. In
# order to guarantee access to the home directory no matter the user the
# docker container is run with, create a temporary one anyone can write to
RUN mkdir /tmp/home
RUN chmod -R 777 /tmp/home
ENV HOME=/tmp/home
# Generate font necessary for \mathbbm{1}
RUN mktexpk --mfmode / --bdpi 600 --mag 1+0/600 --dpi 600 bbm10
RUN chmod -R 777 /tmp/home
# For some reason simply installing 'biber' does not set the path
ENV PATH="${PATH}:/usr/bin/vendor_perl"

9
dockerfiles/Dockerfile.archlinux Normal file
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@ -0,0 +1,9 @@
FROM archlinux:latest
RUN pacman-key --init
RUN pacman-key --populate archlinux
RUN pacman -Sy archlinux-keyring --noconfirm && pacman -Su --noconfirm
RUN pacman -Syu --noconfirm
RUN pacman -S make perl texlive texlive-binextra texlive-pictures --noconfirm
RUN pacman -S texlive-publishers texlive-mathscience texlive-fontsextra --noconfirm

11
dockerfiles/Dockerfile.ubuntu
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@ -4,13 +4,4 @@ ARG DEBIAN_FRONTEND=noninteractive
RUN apt update -y && apt upgrade -y RUN apt update -y && apt upgrade -y
RUN apt install make texlive latexmk texlive-pictures -y RUN apt install make texlive latexmk texlive-pictures -y
RUN apt install texlive-publishers texlive-science texlive-fonts-extra texlive-latex-extra -y RUN apt install make texlive-publishers texlive-science texlive-fonts-extra -y
RUN apt install biber texlive-bibtex-extra -y
# The 'bbm' package insists on generating stuff in the home directory. In
# order to guarantee access to the home directory no matter the user the
# docker container is run with, create a temporary one anyone can write to
RUN mkdir /tmp/home
RUN chmod -R 777 /tmp/home
ENV HOME=/tmp/home

115
letter.bib
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@ -1,115 +0,0 @@
@ARTICLE{ADMM,
author={Barman, Siddharth and Liu, Xishuo and Draper, Stark C. and Recht, Benjamin},
journal={Trans. Inf. Theory},
title={Decomposition Methods for Large Scale LP Decoding},
year={2013},
volume={59},
number={12},
pages={7870-7886},
% doi={10.1109/TIT.2013.2281372}
}
@ARTICLE{feldman_paper,
author={Feldman, J. and Wainwright, M.J. and Karger, D.R.},
journal={IEEE Trans. Inf. Theory},
title={Using linear programming to Decode Binary linear codes},
year={2005},
volume={51},
number={3},
pages={954-972},
% doi={10.1109/TIT.2004.842696}
}
@ARTICLE{ml_in_the_list,
author={Geiselhart, Marvin and Elkelesh, Ahmed and Ebada, Moustafa and Cammerer, Sebastian and Brink, Stephan ten},
journal={IEEE Trans. Commun.},
title={Automorphism Ensemble Decoding of Reed–Muller Codes},
year={2021},
volume={69},
number={10},
pages={6424-6438},
% doi={10.1109/TCOMM.2021.3098798}
}
@ARTICLE{mackay99,
author={MacKay, D.J.C.},
journal={IEEE Trans. Inf. Theory},
title={Good error-correcting codes based on very sparse matrices},
year={1999},
volume={45},
number={2},
pages={399-431},
% doi={10.1109/18.748992}
}
@online{mackay,
author = {MacKay, David J.C.},
title = {Encyclopedia of Sparse Graph Codes},
date = {2023-04},
url = {www.inference.org.uk/mackay/codes/data.html}
}
@book{proximal_algorithms,
title={Proximal algorithms},
author={Parikh, Neal and Boyd, Stephen and others},
journal={Foundations and trends{\textregistered} in Optimization},
volume={1},
number={3},
pages={127--239},
year={2014},
publisher={Now Publishers, Inc.}
}
@book{channel_codes_book,
place={Cambridge},
title={Channel Codes: Classical and Modern},
% DOI={10.1017/CBO9780511803253},
publisher={Cambridge University Press},
author={Ryan, William and Lin, Shu},
year={2009},
% url={https://d1.amobbs.com/bbs_upload782111/files_35/ourdev_604508GHLFR2.pdf}
}
@INPROCEEDINGS{adaptive_lp_decoding,
author={Taghavi, Mohammad H. and Siegel, Paul H.},
booktitle={IEEE Proc. ISIT},
title={Adaptive Linear Programming Decoding},
year={2006},
volume={},
number={},
pages={1374-1378},
% doi={10.1109/ISIT.2006.262071}
}
@INPROCEEDINGS{interior_point_decoding,
author={Vontobel, Pascal O.},
booktitle={Proc. ITA},
title={Interior-point algorithms for linear-programming decoding},
year={2008},
volume={},
number={},
pages={433-437},
% doi={10.1109/ITA.2008.4601085}
}
@article{proximal_paper,
title={Proximal Decoding for {LDPC} Codes},
author={Tadashi Wadayama and Satoshi Takabe},
journal={IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences},
% volume={advpub},
% pages={2022TAP0002},
year={2022},
% doi={10.1587/transfun.2022TAP0002}
}
@ARTICLE{chase_decoding,
author={Chase, D.},
journal={IEEE Trans. Inf. Theory},
title={Class of algorithms for decoding block codes with channel measurement information},
year={1972},
% volume={18},
% number={1},
% pages={170-182},
% keywords={},
% doi={10.1109/TIT.1972.1054746}}
}

1407
letter.tex
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29
localSettings.yaml Normal file
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@ -0,0 +1,29 @@
indentPreamble: 1
defaultIndent: ' '
maxNumberOfBackUps: 9
modifyLineBreaks:
preserveBlankLines: 1
condenseMultipleBlankLinesInto: 0
oneSentencePerLine:
manipulateSentences: 1
removeSentenceLineBreaks: 0
sentencesFollow:
par: 1
blankLine: 1
fullStop: 1
exclamationMark: 1
questionMark: 1
rightBrace: 1
commentOnPreviousLine: 1
other: 0
sentencesBeginWith:
A-Z: 1
a-z: 0
other: 0
sentencesEndWith:
basicFullStop: 0
betterFullStop: 1
exclamationMark: 1
questionMark: 1
other: '(?:\.\)(?!\h*[a-z]))|(?:(?<!(?:(?:e\.g)|(?:i\.e)|(?:etc))))\.(?!(?:[a-z]|[A-Z]|\-|\,|\.|[0-9]))'

14
res/bp_20433484.csv
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@ -1,14 +0,0 @@
SNR,FER,BER,num_frame_errors
1.0, 0.654723127035831 , 0.0888101168806285 , 201
1.5, 0.392578125000000 , 0.0482345281862745 , 201
2.0, 0.182561307901907 , 0.0213175188331463 , 201
2.5, 0.0620753551575046 , 0.00605856919667188 , 201
3.0, 0.0130012936610608 , 0.00128034396164675 , 201
3.5, 0.00176298778188070 , 0.000150054320523940, 201
4.0, 0.000267259157615091, 1.51866607463458e-05, 201
4.5, 5.33724908622844e-05, 1.98370100658768e-06, 201
5.0, 1.34177489983751e-05, 3.66497875284852e-07, 201
5.5, 4.12634778374169e-06, 1.04658123477986e-07, 201
6.0, 1.08000000000000e-06, 2.41176470588235e-08, 108
6.5, 3.60000000000000e-07, 8.62745098039216e-09, 36
1 SNR FER BER num_frame_errors
2 1.0 0.654723127035831 0.0888101168806285 201
3 1.5 0.392578125000000 0.0482345281862745 201
4 2.0 0.182561307901907 0.0213175188331463 201
5 2.5 0.0620753551575046 0.00605856919667188 201
6 3.0 0.0130012936610608 0.00128034396164675 201
7 3.5 0.00176298778188070 0.000150054320523940 201
8 4.0 0.000267259157615091 1.51866607463458e-05 201
9 4.5 5.33724908622844e-05 1.98370100658768e-06 201
10 5.0 1.34177489983751e-05 3.66497875284852e-07 201
11 5.5 4.12634778374169e-06 1.04658123477986e-07 201
12 6.0 1.08000000000000e-06 2.41176470588235e-08 108
13 6.5 3.60000000000000e-07 8.62745098039216e-09 36

802
res/extreme_components_20433484_combined.csv
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408
res/p_error.csv
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@ -1,205 +1,205 @@
index,p_error index,p_error
0,0.001972541 0,6.78e-06
1,0.00184933 1,6.68e-06
2,0.001619784 2,5.82e-06
3,0.000671981 3,1.37e-06
4,0.000330856 4,5.7e-07
5,0.000186121 5,2.9e-07
6,0.000117411 6,1.6e-07
7,8.0073e-05 7,1.3e-07
8,5.7761e-05 8,1.3e-07
9,4.3332e-05 9,7e-08
10,3.3405e-05 10,6e-08
11,2.6124e-05 11,7e-08
12,2.102e-05 12,3e-08
13,1.7142e-05 13,2e-08
14,1.425e-05 14,1e-08
15,1.1871e-05 15,5e-08
16,9.983e-06 16,4e-08
17,8.707e-06 17,0.0
18,7.293e-06 18,1e-08
19,6.256e-06 19,2e-08
20,5.442e-06 20,2e-08
21,4.955e-06 21,1e-08
22,4.34e-06 22,2e-08
23,3.781e-06 23,0.0
24,3.306e-06 24,1e-08
25,3.026e-06 25,5e-08
26,2.752e-06 26,2e-08
27,2.458e-06 27,1e-08
28,2.208e-06 28,2e-08
29,2.104e-06 29,0.0
30,1.84e-06 30,1e-08
31,1.628e-06 31,1e-08
32,1.538e-06 32,1e-08
33,1.447e-06 33,3e-08
34,1.354e-06 34,0.0
35,1.175e-06 35,1e-08
36,1.089e-06 36,2e-08
37,1.049e-06 37,1e-08
38,9.17e-07 38,0.0
39,8.59e-07 39,0.0
40,8.42e-07 40,1e-08
41,7.75e-07 41,1e-08
42,6.93e-07 42,2e-08
43,7.08e-07 43,0.0
44,6.11e-07 44,1e-08
45,6.12e-07 45,0.0
46,5.98e-07 46,0.0
47,5.86e-07 47,1e-08
48,4.91e-07 48,0.0
49,4.63e-07 49,0.0
50,4.57e-07 50,0.0
51,4.11e-07 51,1e-08
52,4.13e-07 52,0.0
53,4.15e-07 53,1e-08
54,3.85e-07 54,0.0
55,3.76e-07 55,0.0
56,3.77e-07 56,0.0
57,3.58e-07 57,0.0
58,3.18e-07 58,0.0
59,2.86e-07 59,0.0
60,2.94e-07 60,1e-08
61,3.11e-07 61,0.0
62,2.8e-07 62,0.0
63,2.61e-07 63,0.0
64,2.56e-07 64,0.0
65,2.48e-07 65,0.0
66,2.73e-07 66,0.0
67,2.28e-07 67,1e-08
68,2.33e-07 68,0.0
69,2.26e-07 69,2e-08
70,2.01e-07 70,0.0
71,1.88e-07 71,0.0
72,2.11e-07 72,1e-08
73,2.14e-07 73,0.0
74,1.86e-07 74,0.0
75,2.03e-07 75,0.0
76,1.89e-07 76,0.0
77,2.07e-07 77,0.0
78,2.02e-07 78,0.0
79,1.91e-07 79,0.0
80,2.01e-07 80,0.0
81,1.88e-07 81,0.0
82,2.15e-07 82,0.0
83,1.68e-07 83,0.0
84,1.88e-07 84,0.0
85,1.86e-07 85,0.0
86,1.82e-07 86,0.0
87,1.8e-07 87,0.0
88,2.01e-07 88,0.0
89,1.88e-07 89,2e-08
90,1.84e-07 90,0.0
91,1.92e-07 91,0.0
92,1.88e-07 92,0.0
93,1.85e-07 93,0.0
94,1.71e-07 94,1e-08
95,1.78e-07 95,0.0
96,1.44e-07 96,0.0
97,1.4e-07 97,0.0
98,1.65e-07 98,0.0
99,1.33e-07 99,0.0
100,1.67e-07 100,1e-08
101,1.56e-07 101,0.0
102,1.42e-07 102,0.0
103,1.35e-07 103,0.0
104,1.4e-07 104,0.0
105,1.22e-07 105,0.0
106,1.42e-07 106,0.0
107,1.43e-07 107,0.0
108,1.19e-07 108,0.0
109,1.25e-07 109,0.0
110,1.02e-07 110,0.0
111,1.06e-07 111,0.0
112,1.19e-07 112,1e-08
113,1.2e-07 113,1e-08
114,1.19e-07 114,0.0
115,1.03e-07 115,0.0
116,9.8e-08 116,2e-08
117,1.15e-07 117,0.0
118,1.01e-07 118,0.0
119,1e-07 119,0.0
120,1.01e-07 120,0.0
121,9.6e-08 121,0.0
122,8.6e-08 122,0.0
123,7.8e-08 123,1e-08
124,9.6e-08 124,0.0
125,7.7e-08 125,0.0
126,8.6e-08 126,0.0
127,9.9e-08 127,0.0
128,7.9e-08 128,0.0
129,8.4e-08 129,0.0
130,9.1e-08 130,0.0
131,8.3e-08 131,0.0
132,7.7e-08 132,0.0
133,8.4e-08 133,0.0
134,6.1e-08 134,0.0
135,6.7e-08 135,0.0
136,6.6e-08 136,0.0
137,7.6e-08 137,0.0
138,7e-08 138,0.0
139,7.4e-08 139,0.0
140,6.9e-08 140,0.0
141,6.4e-08 141,0.0
142,6.6e-08 142,0.0
143,6.5e-08 143,0.0
144,6.9e-08 144,0.0
145,5.5e-08 145,0.0
146,5.8e-08 146,0.0
147,6.2e-08 147,0.0
148,6.4e-08 148,0.0
149,6.4e-08 149,0.0
150,6.4e-08 150,0.0
151,5.3e-08 151,0.0
152,5.7e-08 152,0.0
153,4.9e-08 153,0.0
154,6.1e-08 154,0.0
155,5.6e-08 155,0.0
156,4.2e-08 156,1e-08
157,5.6e-08 157,0.0
158,4e-08 158,1e-08
159,5.7e-08 159,0.0
160,6.3e-08 160,0.0
161,7.5e-08 161,0.0
162,3.3e-08 162,0.0
163,5.7e-08 163,0.0
164,4.5e-08 164,0.0
165,5.1e-08 165,0.0
166,6e-08 166,0.0
167,4.3e-08 167,0.0
168,3.8e-08 168,0.0
169,4.3e-08 169,0.0
170,4.2e-08 170,0.0
171,5.1e-08 171,0.0
172,6.4e-08 172,0.0
173,3.9e-08 173,0.0
174,4.3e-08 174,0.0
175,3.5e-08 175,0.0
176,2.9e-08 176,0.0
177,4.3e-08 177,0.0
178,4e-08 178,0.0
179,5.1e-08 179,0.0
180,4.8e-08 180,0.0
181,6e-08 181,0.0
182,5.1e-08 182,0.0
183,4.2e-08 183,0.0
184,3.9e-08 184,0.0
185,3.4e-08 185,0.0
186,4.7e-08 186,0.0
187,2.4e-08 187,1e-08
188,3.9e-08 188,0.0
189,5.2e-08 189,0.0
190,6.7e-08 190,0.0
191,3.2e-08 191,0.0
192,4e-08 192,0.0
193,3.3e-08 193,0.0
194,3.9e-08 194,0.0
195,4.5e-08 195,0.0
196,5e-08 196,0.0
197,5.3e-08 197,0.0
198,7.4e-08 198,0.0
199,6.8e-08 199,0.0
200,8.3e-08 200,0.0
201,1.2e-07 201,0.0
202,1.94e-07 202,0.0
203,2.52e-07 203,1e-08

1 index p_error
2 0 0.001972541 6.78e-06
3 1 0.00184933 6.68e-06
4 2 0.001619784 5.82e-06
5 3 0.000671981 1.37e-06
6 4 0.000330856 5.7e-07
7 5 0.000186121 2.9e-07
8 6 0.000117411 1.6e-07
9 7 8.0073e-05 1.3e-07
10 8 5.7761e-05 1.3e-07
11 9 4.3332e-05 7e-08
12 10 3.3405e-05 6e-08
13 11 2.6124e-05 7e-08
14 12 2.102e-05 3e-08
15 13 1.7142e-05 2e-08
16 14 1.425e-05 1e-08
17 15 1.1871e-05 5e-08
18 16 9.983e-06 4e-08
19 17 8.707e-06 0.0
20 18 7.293e-06 1e-08
21 19 6.256e-06 2e-08
22 20 5.442e-06 2e-08
23 21 4.955e-06 1e-08
24 22 4.34e-06 2e-08
25 23 3.781e-06 0.0
26 24 3.306e-06 1e-08
27 25 3.026e-06 5e-08
28 26 2.752e-06 2e-08
29 27 2.458e-06 1e-08
30 28 2.208e-06 2e-08
31 29 2.104e-06 0.0
32 30 1.84e-06 1e-08
33 31 1.628e-06 1e-08
34 32 1.538e-06 1e-08
35 33 1.447e-06 3e-08
36 34 1.354e-06 0.0
37 35 1.175e-06 1e-08
38 36 1.089e-06 2e-08
39 37 1.049e-06 1e-08
40 38 9.17e-07 0.0
41 39 8.59e-07 0.0
42 40 8.42e-07 1e-08
43 41 7.75e-07 1e-08
44 42 6.93e-07 2e-08
45 43 7.08e-07 0.0
46 44 6.11e-07 1e-08
47 45 6.12e-07 0.0
48 46 5.98e-07 0.0
49 47 5.86e-07 1e-08
50 48 4.91e-07 0.0
51 49 4.63e-07 0.0
52 50 4.57e-07 0.0
53 51 4.11e-07 1e-08
54 52 4.13e-07 0.0
55 53 4.15e-07 1e-08
56 54 3.85e-07 0.0
57 55 3.76e-07 0.0
58 56 3.77e-07 0.0
59 57 3.58e-07 0.0
60 58 3.18e-07 0.0
61 59 2.86e-07 0.0
62 60 2.94e-07 1e-08
63 61 3.11e-07 0.0
64 62 2.8e-07 0.0
65 63 2.61e-07 0.0
66 64 2.56e-07 0.0
67 65 2.48e-07 0.0
68 66 2.73e-07 0.0
69 67 2.28e-07 1e-08
70 68 2.33e-07 0.0
71 69 2.26e-07 2e-08
72 70 2.01e-07 0.0
73 71 1.88e-07 0.0
74 72 2.11e-07 1e-08
75 73 2.14e-07 0.0
76 74 1.86e-07 0.0
77 75 2.03e-07 0.0
78 76 1.89e-07 0.0
79 77 2.07e-07 0.0
80 78 2.02e-07 0.0
81 79 1.91e-07 0.0
82 80 2.01e-07 0.0
83 81 1.88e-07 0.0
84 82 2.15e-07 0.0
85 83 1.68e-07 0.0
86 84 1.88e-07 0.0
87 85 1.86e-07 0.0
88 86 1.82e-07 0.0
89 87 1.8e-07 0.0
90 88 2.01e-07 0.0
91 89 1.88e-07 2e-08
92 90 1.84e-07 0.0
93 91 1.92e-07 0.0
94 92 1.88e-07 0.0
95 93 1.85e-07 0.0
96 94 1.71e-07 1e-08
97 95 1.78e-07 0.0
98 96 1.44e-07 0.0
99 97 1.4e-07 0.0
100 98 1.65e-07 0.0
101 99 1.33e-07 0.0
102 100 1.67e-07 1e-08
103 101 1.56e-07 0.0
104 102 1.42e-07 0.0
105 103 1.35e-07 0.0
106 104 1.4e-07 0.0
107 105 1.22e-07 0.0
108 106 1.42e-07 0.0
109 107 1.43e-07 0.0
110 108 1.19e-07 0.0
111 109 1.25e-07 0.0
112 110 1.02e-07 0.0
113 111 1.06e-07 0.0
114 112 1.19e-07 1e-08
115 113 1.2e-07 1e-08
116 114 1.19e-07 0.0
117 115 1.03e-07 0.0
118 116 9.8e-08 2e-08
119 117 1.15e-07 0.0
120 118 1.01e-07 0.0
121 119 1e-07 0.0
122 120 1.01e-07 0.0
123 121 9.6e-08 0.0
124 122 8.6e-08 0.0
125 123 7.8e-08 1e-08
126 124 9.6e-08 0.0
127 125 7.7e-08 0.0
128 126 8.6e-08 0.0
129 127 9.9e-08 0.0
130 128 7.9e-08 0.0
131 129 8.4e-08 0.0
132 130 9.1e-08 0.0
133 131 8.3e-08 0.0
134 132 7.7e-08 0.0
135 133 8.4e-08 0.0
136 134 6.1e-08 0.0
137 135 6.7e-08 0.0
138 136 6.6e-08 0.0
139 137 7.6e-08 0.0
140 138 7e-08 0.0
141 139 7.4e-08 0.0
142 140 6.9e-08 0.0
143 141 6.4e-08 0.0
144 142 6.6e-08 0.0
145 143 6.5e-08 0.0
146 144 6.9e-08 0.0
147 145 5.5e-08 0.0
148 146 5.8e-08 0.0
149 147 6.2e-08 0.0
150 148 6.4e-08 0.0
151 149 6.4e-08 0.0
152 150 6.4e-08 0.0
153 151 5.3e-08 0.0
154 152 5.7e-08 0.0
155 153 4.9e-08 0.0
156 154 6.1e-08 0.0
157 155 5.6e-08 0.0
158 156 4.2e-08 1e-08
159 157 5.6e-08 0.0
160 158 4e-08 1e-08
161 159 5.7e-08 0.0
162 160 6.3e-08 0.0
163 161 7.5e-08 0.0
164 162 3.3e-08 0.0
165 163 5.7e-08 0.0
166 164 4.5e-08 0.0
167 165 5.1e-08 0.0
168 166 6e-08 0.0
169 167 4.3e-08 0.0
170 168 3.8e-08 0.0
171 169 4.3e-08 0.0
172 170 4.2e-08 0.0
173 171 5.1e-08 0.0
174 172 6.4e-08 0.0
175 173 3.9e-08 0.0
176 174 4.3e-08 0.0
177 175 3.5e-08 0.0
178 176 2.9e-08 0.0
179 177 4.3e-08 0.0
180 178 4e-08 0.0
181 179 5.1e-08 0.0
182 180 4.8e-08 0.0
183 181 6e-08 0.0
184 182 5.1e-08 0.0
185 183 4.2e-08 0.0
186 184 3.9e-08 0.0
187 185 3.4e-08 0.0
188 186 4.7e-08 0.0
189 187 2.4e-08 1e-08
190 188 3.9e-08 0.0
191 189 5.2e-08 0.0
192 190 6.7e-08 0.0
193 191 3.2e-08 0.0
194 192 4e-08 0.0
195 193 3.3e-08 0.0
196 194 3.9e-08 0.0
197 195 4.5e-08 0.0
198 196 5e-08 0.0
199 197 5.3e-08 0.0
200 198 7.4e-08 0.0
201 199 6.8e-08 0.0
202 200 8.3e-08 0.0
203 201 1.2e-07 0.0
204 202 1.94e-07 0.0
205 203 2.52e-07 1e-08