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authorConnor Moore <connor@hhmoore.ca>2026-04-26 08:30:58 -0400
committerConnor Moore <connor@hhmoore.ca>2026-04-26 08:30:58 -0400
commit73a3eb708cf5c26ddd070661c2c461c85217619a (patch)
tree68a6828fe8e923557c17fedf92dd5f2099e89ffb /report/figures/wall-times
parent514c97f8b31ce6b1db9088849b20b7c1dc77bcef (diff)
Finished initial report and added wall time figures
Diffstat (limited to 'report/figures/wall-times')
-rw-r--r--report/figures/wall-times/1000_128_perf.out6
-rw-r--r--report/figures/wall-times/1024_128_perf.out6
-rw-r--r--report/figures/wall-times/1250_128_perf.out6
-rw-r--r--report/figures/wall-times/128_128_perf.out6
-rw-r--r--report/figures/wall-times/1500_128_perf.out6
-rw-r--r--report/figures/wall-times/1750_128_perf.out5
-rw-r--r--report/figures/wall-times/2048_128_perf.out6
-rw-r--r--report/figures/wall-times/256_128_perf.out6
-rw-r--r--report/figures/wall-times/4096_128_perf.out5
-rw-r--r--report/figures/wall-times/500_128_perf.out6
-rw-r--r--report/figures/wall-times/512_128_perf.out6
-rw-r--r--report/figures/wall-times/750_128_perf.out6
-rw-r--r--report/figures/wall-times/N_walltimes.pdfbin0 -> 4323 bytes
-rw-r--r--report/figures/wall-times/N_walltimes.tex128
-rw-r--r--report/figures/wall-times/performance.csv251
-rw-r--r--report/figures/wall-times/plot.gnu49
-rwxr-xr-xreport/figures/wall-times/split.sh21
-rw-r--r--report/figures/wall-times/walltimes.pdfbin0 -> 4552 bytes
-rw-r--r--report/figures/wall-times/walltimes.tex126
19 files changed, 645 insertions, 0 deletions
diff --git a/report/figures/wall-times/1000_128_perf.out b/report/figures/wall-times/1000_128_perf.out
new file mode 100644
index 0000000..663e28b
--- /dev/null
+++ b/report/figures/wall-times/1000_128_perf.out
@@ -0,0 +1,6 @@
+128 36.853115
+256 73.437282
+512 125.773081
+1024 224.869322
+2048 451.077935
+4096 878.001012
diff --git a/report/figures/wall-times/1024_128_perf.out b/report/figures/wall-times/1024_128_perf.out
new file mode 100644
index 0000000..c3741fd
--- /dev/null
+++ b/report/figures/wall-times/1024_128_perf.out
@@ -0,0 +1,6 @@
+500 8.423848
+750 62.978787
+1000 224.869322
+1250 563.740951
+1500 903.102268
+1750 1366.527768
diff --git a/report/figures/wall-times/1250_128_perf.out b/report/figures/wall-times/1250_128_perf.out
new file mode 100644
index 0000000..4516300
--- /dev/null
+++ b/report/figures/wall-times/1250_128_perf.out
@@ -0,0 +1,6 @@
+128 77.618463
+256 177.907192
+512 283.961749
+1024 563.740951
+2048 1094.614234
+4096 2125.203878
diff --git a/report/figures/wall-times/128_128_perf.out b/report/figures/wall-times/128_128_perf.out
new file mode 100644
index 0000000..7e31a62
--- /dev/null
+++ b/report/figures/wall-times/128_128_perf.out
@@ -0,0 +1,6 @@
+500 2.330106
+750 13.824193
+1000 36.853115
+1250 77.618463
+1500 146.393018
+1750 196.437171
diff --git a/report/figures/wall-times/1500_128_perf.out b/report/figures/wall-times/1500_128_perf.out
new file mode 100644
index 0000000..42ae9ae
--- /dev/null
+++ b/report/figures/wall-times/1500_128_perf.out
@@ -0,0 +1,6 @@
+128 146.393018
+256 239.244040
+512 487.884069
+1024 903.102268
+2048 1873.657313
+4096 3687.162119
diff --git a/report/figures/wall-times/1750_128_perf.out b/report/figures/wall-times/1750_128_perf.out
new file mode 100644
index 0000000..9d497e9
--- /dev/null
+++ b/report/figures/wall-times/1750_128_perf.out
@@ -0,0 +1,5 @@
+128 196.437171
+256 383.824340
+512 704.101425
+1024 1366.527768
+2048 2808.361412
diff --git a/report/figures/wall-times/2048_128_perf.out b/report/figures/wall-times/2048_128_perf.out
new file mode 100644
index 0000000..927e01b
--- /dev/null
+++ b/report/figures/wall-times/2048_128_perf.out
@@ -0,0 +1,6 @@
+500 16.586500
+750 105.297991
+1000 451.077935
+1250 1094.614234
+1500 1873.657313
+1750 2808.361412
diff --git a/report/figures/wall-times/256_128_perf.out b/report/figures/wall-times/256_128_perf.out
new file mode 100644
index 0000000..9e9dceb
--- /dev/null
+++ b/report/figures/wall-times/256_128_perf.out
@@ -0,0 +1,6 @@
+500 2.773811
+750 22.337049
+1000 73.437282
+1250 177.907192
+1500 239.244040
+1750 383.824340
diff --git a/report/figures/wall-times/4096_128_perf.out b/report/figures/wall-times/4096_128_perf.out
new file mode 100644
index 0000000..dd28d15
--- /dev/null
+++ b/report/figures/wall-times/4096_128_perf.out
@@ -0,0 +1,5 @@
+500 30.306277
+750 204.313462
+1000 878.001012
+1250 2125.203878
+1500 3687.162119
diff --git a/report/figures/wall-times/500_128_perf.out b/report/figures/wall-times/500_128_perf.out
new file mode 100644
index 0000000..bee542d
--- /dev/null
+++ b/report/figures/wall-times/500_128_perf.out
@@ -0,0 +1,6 @@
+128 2.330106
+256 2.773811
+512 4.442273
+1024 8.423848
+2048 16.586500
+4096 30.306277
diff --git a/report/figures/wall-times/512_128_perf.out b/report/figures/wall-times/512_128_perf.out
new file mode 100644
index 0000000..9c11d05
--- /dev/null
+++ b/report/figures/wall-times/512_128_perf.out
@@ -0,0 +1,6 @@
+500 4.442273
+750 38.883541
+1000 125.773081
+1250 283.961749
+1500 487.884069
+1750 704.101425
diff --git a/report/figures/wall-times/750_128_perf.out b/report/figures/wall-times/750_128_perf.out
new file mode 100644
index 0000000..aaa0a20
--- /dev/null
+++ b/report/figures/wall-times/750_128_perf.out
@@ -0,0 +1,6 @@
+128 13.824193
+256 22.337049
+512 38.883541
+1024 62.978787
+2048 105.297991
+4096 204.313462
diff --git a/report/figures/wall-times/N_walltimes.pdf b/report/figures/wall-times/N_walltimes.pdf
new file mode 100644
index 0000000..28e8c02
--- /dev/null
+++ b/report/figures/wall-times/N_walltimes.pdf
Binary files differ
diff --git a/report/figures/wall-times/N_walltimes.tex b/report/figures/wall-times/N_walltimes.tex
new file mode 100644
index 0000000..f71cd0c
--- /dev/null
+++ b/report/figures/wall-times/N_walltimes.tex
@@ -0,0 +1,128 @@
+% GNUPLOT: LaTeX picture with Postscript
+\begingroup
+ \makeatletter
+ \providecommand\color[2][]{%
+ \GenericError{(gnuplot) \space\space\space\@spaces}{%
+ Package color not loaded in conjunction with
+ terminal option `colourtext'%
+ }{See the gnuplot documentation for explanation.%
+ }{Either use 'blacktext' in gnuplot or load the package
+ color.sty in LaTeX.}%
+ \renewcommand\color[2][]{}%
+ }%
+ \providecommand\includegraphics[2][]{%
+ \GenericError{(gnuplot) \space\space\space\@spaces}{%
+ Package graphicx or graphics not loaded%
+ }{See the gnuplot documentation for explanation.%
+ }{The gnuplot epslatex terminal needs graphicx.sty or graphics.sty.}%
+ \renewcommand\includegraphics[2][]{}%
+ }%
+ \providecommand\rotatebox[2]{#2}%
+ \@ifundefined{ifGPcolor}{%
+ \newif\ifGPcolor
+ \GPcolortrue
+ }{}%
+ \@ifundefined{ifGPblacktext}{%
+ \newif\ifGPblacktext
+ \GPblacktexttrue
+ }{}%
+ % define a \g@addto@macro without @ in the name:
+ \let\gplgaddtomacro\g@addto@macro
+ % define empty templates for all commands taking text:
+ \gdef\gplbacktext{}%
+ \gdef\gplfronttext{}%
+ \makeatother
+ \ifGPblacktext
+ % no textcolor at all
+ \def\colorrgb#1{}%
+ \def\colorgray#1{}%
+ \else
+ % gray or color?
+ \ifGPcolor
+ \def\colorrgb#1{\color[rgb]{#1}}%
+ \def\colorgray#1{\color[gray]{#1}}%
+ \expandafter\def\csname LTw\endcsname{\color{white}}%
+ \expandafter\def\csname LTb\endcsname{\color{black}}%
+ \expandafter\def\csname LTa\endcsname{\color{black}}%
+ \expandafter\def\csname LT0\endcsname{\color[rgb]{1,0,0}}%
+ \expandafter\def\csname LT1\endcsname{\color[rgb]{0,1,0}}%
+ \expandafter\def\csname LT2\endcsname{\color[rgb]{0,0,1}}%
+ \expandafter\def\csname LT3\endcsname{\color[rgb]{1,0,1}}%
+ \expandafter\def\csname LT4\endcsname{\color[rgb]{0,1,1}}%
+ \expandafter\def\csname LT5\endcsname{\color[rgb]{1,1,0}}%
+ \expandafter\def\csname LT6\endcsname{\color[rgb]{0,0,0}}%
+ \expandafter\def\csname LT7\endcsname{\color[rgb]{1,0.3,0}}%
+ \expandafter\def\csname LT8\endcsname{\color[rgb]{0.5,0.5,0.5}}%
+ \else
+ % gray
+ \def\colorrgb#1{\color{black}}%
+ \def\colorgray#1{\color[gray]{#1}}%
+ \expandafter\def\csname LTw\endcsname{\color{white}}%
+ \expandafter\def\csname LTb\endcsname{\color{black}}%
+ \expandafter\def\csname LTa\endcsname{\color{black}}%
+ \expandafter\def\csname LT0\endcsname{\color{black}}%
+ \expandafter\def\csname LT1\endcsname{\color{black}}%
+ \expandafter\def\csname LT2\endcsname{\color{black}}%
+ \expandafter\def\csname LT3\endcsname{\color{black}}%
+ \expandafter\def\csname LT4\endcsname{\color{black}}%
+ \expandafter\def\csname LT5\endcsname{\color{black}}%
+ \expandafter\def\csname LT6\endcsname{\color{black}}%
+ \expandafter\def\csname LT7\endcsname{\color{black}}%
+ \expandafter\def\csname LT8\endcsname{\color{black}}%
+ \fi
+ \fi
+ \setlength{\unitlength}{0.0500bp}%
+ \ifx\gptboxheight\undefined%
+ \newlength{\gptboxheight}%
+ \newlength{\gptboxwidth}%
+ \newsavebox{\gptboxtext}%
+ \fi%
+ \setlength{\fboxrule}{0.5pt}%
+ \setlength{\fboxsep}{1pt}%
+ \definecolor{tbcol}{rgb}{1,1,1}%
+\begin{picture}(8640.00,4320.00)%
+ \gplgaddtomacro\gplbacktext{%
+ \csname LTb\endcsname%%
+ \put(1181,655){\makebox(0,0)[r]{\strut{}$1$}}%
+ \csname LTb\endcsname%%
+ \put(1181,1361){\makebox(0,0)[r]{\strut{}$10$}}%
+ \csname LTb\endcsname%%
+ \put(1181,2068){\makebox(0,0)[r]{\strut{}$100$}}%
+ \csname LTb\endcsname%%
+ \put(1181,2774){\makebox(0,0)[r]{\strut{}$1000$}}%
+ \csname LTb\endcsname%%
+ \put(1181,3480){\makebox(0,0)[r]{\strut{}$10000$}}%
+ \csname LTb\endcsname%%
+ \put(2044,450){\makebox(0,0){\strut{}$500$}}%
+ \csname LTb\endcsname%%
+ \put(4378,450){\makebox(0,0){\strut{}$1000$}}%
+ \csname LTb\endcsname%%
+ \put(5744,450){\makebox(0,0){\strut{}$1500$}}%
+ \csname LTb\endcsname%%
+ \put(6712,450){\makebox(0,0){\strut{}$2000$}}%
+ }%
+ \gplgaddtomacro\gplfronttext{%
+ \csname LTb\endcsname%%
+ \put(2899,4115){\makebox(0,0)[r]{\strut{}$L=128$}}%
+ \csname LTb\endcsname%%
+ \put(2899,3910){\makebox(0,0)[r]{\strut{}$L=256$}}%
+ \csname LTb\endcsname%%
+ \put(2899,3706){\makebox(0,0)[r]{\strut{}$L=512$}}%
+ \csname LTb\endcsname%%
+ \put(4661,4115){\makebox(0,0)[r]{\strut{}$L=1024$}}%
+ \csname LTb\endcsname%%
+ \put(4661,3910){\makebox(0,0)[r]{\strut{}$L=2048$}}%
+ \csname LTb\endcsname%%
+ \put(4661,3706){\makebox(0,0)[r]{\strut{}$L=4096$}}%
+ \csname LTb\endcsname%%
+ \put(6422,4115){\makebox(0,0)[r]{\strut{}$\mathcal{O}(n^3)$}}%
+ \csname LTb\endcsname%%
+ \put(434,2068){\rotatebox{-270.00}{\makebox(0,0){\strut{}Wall Time [s]}}}%
+ \csname LTb\endcsname%%
+ \put(4309,143){\makebox(0,0){\strut{}Matrix size $N$}}%
+ }%
+ \gplbacktext
+ \put(0,0){\includegraphics[width={432.00bp},height={216.00bp}]{N_walltimes}}%
+ \gplfronttext
+ \end{picture}%
+\endgroup
diff --git a/report/figures/wall-times/performance.csv b/report/figures/wall-times/performance.csv
new file mode 100644
index 0000000..eced4b9
--- /dev/null
+++ b/report/figures/wall-times/performance.csv
@@ -0,0 +1,251 @@
+MatrixSize,NumEigs,NumProcs,Successes,Failures,ShurFallbacks,WallTime,TotalComputeTime,AverageWorkerComputeTime,ManagerInitTime,ManagerManagingTime,ManagerWaitingTime,ManagerWriteTime
+500,128,2,128,0,0, 6.307289, 6.291920, 6.291920, 0.004279, 0.003188, 6.299307, 0.000481
+500,128,4,128,0,0, 2.317015, 6.883635, 2.294545, 0.004316, 0.002636, 2.309707, 0.000324
+500,128,8,128,0,0, 1.003516, 6.814900, 0.973557, 0.004691, 0.002351, 0.996134, 0.000312
+500,128,16,128,0,0, 0.914593, 12.562072, 0.837471, 0.006041, 0.003258, 0.904444, 0.000813
+500,128,32,128,0,0, 1.266428, 26.445200, 0.853071, 0.009592, 0.011287, 1.233385, 0.010088
+500,128,64,128,0,0, 2.278778, 71.899889, 1.141268, 0.019547, 0.012892, 2.229574, 0.008631
+500,128,128,128,0,0, 2.330106, 118.635298, 0.934136, 0.034369, 0.020698, 2.250898, 0.013959
+500,256,2,256,0,0, 12.322404, 12.306346, 12.306346, 0.004136, 0.004303, 12.313336, 0.000593
+500,256,4,256,0,0, 4.335164, 12.961324, 4.320441, 0.004452, 0.004567, 4.325537, 0.000567
+500,256,8,256,0,0, 1.969501, 13.532726, 1.933247, 0.004517, 0.004580, 1.959790, 0.000578
+500,256,16,256,0,0, 1.703354, 24.176301, 1.611753, 0.005755, 0.007003, 1.688483, 0.001952
+500,256,32,256,0,0, 1.904850, 44.847144, 1.446682, 0.013626, 0.016736, 1.706043, 0.027040
+500,256,64,256,0,0, 2.245340, 96.648535, 1.534104, 0.022451, 0.030037, 2.149947, 0.040844
+500,256,128,256,0,0, 2.773811, 160.796403, 1.266113, 0.041111, 0.056598, 2.627371, 0.043137
+500,512,2,512,0,0, 26.235177, 26.215568, 26.215568, 0.004202, 0.008073, 26.221660, 0.001191
+500,512,4,512,0,0, 9.014611, 26.883625, 8.961208, 0.004395, 0.008559, 9.000486, 0.001116
+500,512,8,512,0,0, 4.034617, 28.039919, 4.005703, 0.004649, 0.009468, 4.019310, 0.001140
+500,512,16,512,0,0, 3.214531, 47.098484, 3.139899, 0.009092, 0.011023, 3.191738, 0.002611
+500,512,32,512,0,0, 3.604816, 89.716669, 2.894086, 0.010001, 0.026774, 3.524186, 0.040379
+500,512,64,512,0,0, 4.015995, 180.137384, 2.859324, 0.020042, 0.033051, 3.918841, 0.032578
+500,512,128,512,0,0, 4.442273, 272.706505, 2.147295, 0.035675, 0.031831, 4.201979, 0.020375
+500,1024,2,1024,0,0, 50.450288, 50.417214, 50.417214, 0.004227, 0.015765, 50.428021, 0.002202
+500,1024,4,1024,0,0, 17.425405, 52.140240, 17.380080, 0.004379, 0.015836, 17.403257, 0.001855
+500,1024,8,1024,0,0, 8.059152, 56.081484, 8.011641, 0.004690, 0.017390, 8.034778, 0.002219
+500,1024,16,1024,0,0, 6.722920, 99.859924, 6.657328, 0.011489, 0.026444, 6.679846, 0.005038
+500,1024,32,1024,0,0, 6.360755, 169.030394, 5.452593, 0.009884, 0.052055, 6.142774, 0.069963
+500,1024,64,1024,0,0, 7.391931, 317.477145, 5.039320, 0.020333, 0.051481, 7.111752, 0.046952
+500,1024,128,1024,0,0, 8.423848, 686.403339, 5.404751, 0.033497, 0.058219, 8.140868, 0.062137
+500,2048,2,2048,0,0, 101.733881, 101.678771, 101.678771, 0.004283, 0.031997, 101.692930, 0.004545
+500,2048,4,2048,0,0, 34.749166, 104.155397, 34.718466, 0.004400, 0.032271, 34.708618, 0.003751
+500,2048,8,2048,0,0, 16.605324, 115.889203, 16.555600, 0.004580, 0.037130, 16.558707, 0.004777
+500,2048,16,2048,0,0, 12.940189, 192.028443, 12.801896, 0.006101, 0.077377, 12.833937, 0.022254
+500,2048,32,2048,0,0, 14.592223, 386.619114, 12.471584, 0.010680, 0.103950, 14.303074, 0.173047
+500,2048,64,2048,0,0, 14.592910, 661.642371, 10.502260, 0.020033, 0.103657, 14.209316, 0.188420
+500,2048,128,2048,0,0, 16.586500, 1264.047768, 9.953132, 0.038697, 0.193779, 15.620239, 0.449244
+500,4096,2,4096,0,0, 204.784546, 204.685780, 204.685780, 0.004204, 0.062898, 204.708900, 0.008326
+500,4096,4,4096,0,0, 69.683350, 208.860223, 69.620074, 0.004474, 0.061376, 69.610527, 0.006737
+500,4096,8,4096,0,0, 33.182887, 231.716900, 33.102414, 0.004711, 0.075997, 33.092400, 0.009519
+500,4096,16,4096,0,0, 26.765486, 399.668883, 26.644592, 0.006268, 0.157734, 26.556279, 0.044358
+500,4096,32,4096,0,0, 27.229493, 705.963391, 22.773013, 0.012711, 0.192813, 26.713982, 0.276960
+500,4096,64,4096,0,0, 28.339009, 1248.046843, 19.810267, 0.018402, 0.181991, 27.774059, 0.314703
+500,4096,128,4096,0,0, 30.306277, 2012.097644, 15.843289, 0.042493, 0.154437, 29.554609, 0.073701
+750,128,2,128,0,0, 16.716893, 16.700674, 16.700674, 0.004252, 0.002274, 16.709596, 0.000487
+750,128,4,128,0,0, 6.287191, 18.360749, 6.120250, 0.032443, 0.002439, 6.251508, 0.000443
+750,128,8,128,0,0, 3.248698, 22.093794, 3.156256, 0.004693, 0.004158, 3.238912, 0.000710
+750,128,16,128,0,0, 5.518943, 75.918982, 5.061265, 0.009775, 0.012712, 5.488358, 0.007712
+750,128,32,128,0,0, 7.289634, 207.974004, 6.708839, 0.009953, 0.023219, 7.158889, 0.094595
+750,128,64,128,0,0, 10.570951, 495.409680, 7.863646, 0.018935, 0.026532, 10.334868, 0.188971
+750,128,128,128,0,0, 13.824193, 1110.824522, 8.746650, 0.045922, 0.131896, 13.559869, 0.080227
+750,256,2,256,0,0, 36.134477, 36.103141, 36.103141, 0.019781, 0.004282, 36.109231, 0.000838
+750,256,4,256,0,0, 12.139779, 36.168985, 12.056328, 0.004419, 0.004561, 12.129580, 0.000823
+750,256,8,256,0,0, 6.061381, 41.736311, 5.962330, 0.004608, 0.009056, 6.045498, 0.001650
+750,256,16,256,0,0, 10.511597, 149.254354, 9.950290, 0.005922, 0.019281, 10.474436, 0.011449
+750,256,32,256,0,0, 13.367437, 384.330857, 12.397770, 0.010085, 0.051881, 13.159518, 0.144007
+750,256,64,256,0,0, 18.041699, 966.437649, 15.340280, 0.052045, 0.044938, 17.901231, 0.041177
+750,256,128,256,0,0, 22.337049, 2299.570301, 18.106853, 0.038584, 0.044564, 22.180096, 0.061908
+750,512,2,512,0,0, 68.529564, 68.506811, 68.506811, 0.004139, 0.008303, 68.515307, 0.001492
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+1500,4096,16,4096,0,0, 3576.939093,53562.414400, 3570.827627, 0.006277, 0.922882, 3575.142556, 0.855516
+1500,4096,32,4096,0,0, 3691.636554,************, 3677.241373, 0.010495, 1.462289, 3686.439928, 3.703875
+1500,4096,64,4096,0,0, 3754.585601,************, 3706.355263, 0.019955, 1.260251, 3741.669516, 11.404246
+1500,4096,128,4096,0,0, 3687.162119,************, 3505.904420, 0.042209, 0.800541, 3673.444560, 12.859581
+1750,128,2,128,0,0, 133.986640, 133.971204, 133.971204, 0.004151, 0.003116, 133.976856, 0.001176
+1750,128,4,128,0,0, 102.233218, 304.742223, 101.580741, 0.004376, 0.005427, 102.219422, 0.002674
+1750,128,8,128,0,0, 134.156114, 919.838751, 131.405536, 0.004532, 0.013780, 134.128471, 0.007979
+1750,128,16,128,0,0, 167.611331, 2376.276255, 158.418417, 0.017870, 0.029152, 167.540039, 0.022462
+1750,128,32,128,0,0, 161.455512, 4397.224275, 141.845944, 0.011944, 0.051094, 161.313208, 0.075598
+1750,128,64,128,0,0, 178.880084, 8569.935045, 136.030715, 0.017216, 0.064827, 178.739858, 0.054378
+1750,128,128,128,0,0, 196.437171,13489.194810, 106.214132, 0.032026, 0.071000, 196.267959, 0.060100
+1750,256,2,256,0,0, 265.993506, 265.972323, 265.972323, 0.004282, 0.006117, 265.979378, 0.002328
+1750,256,4,256,0,0, 232.867140, 698.242532, 232.747511, 0.004394, 0.014530, 232.839976, 0.006819
+1750,256,8,256,0,0, 259.743921, 1803.219301, 257.602757, 0.004735, 0.030051, 259.692079, 0.015632
+1750,256,16,256,0,0, 318.842123, 4679.141296, 311.942753, 0.007134, 0.059300, 318.731589, 0.041783
+1750,256,32,256,0,0, 330.314514, 9773.943253, 315.288492, 0.008923, 0.090187, 330.046902, 0.165891
+1750,256,64,256,0,0, 371.147059,20941.536466, 332.405341, 0.018094, 0.095073, 370.887753, 0.134920
+1750,256,128,256,0,0, 383.824340,39676.384591, 312.412477, 0.034579, 0.166181, 383.438743, 0.165195
+1750,512,2,512,0,0, 496.907862, 496.875050, 496.875050, 0.004181, 0.012519, 496.885305, 0.004540
+1750,512,4,512,0,0, 476.196916, 1425.628655, 475.209552, 0.004261, 0.024246, 476.154677, 0.012365
+1750,512,8,512,0,0, 517.757583, 3598.967206, 514.138172, 0.004753, 0.060066, 517.660761, 0.030338
+1750,512,16,512,0,0, 658.025421, 9799.106607, 653.273774, 0.005841, 0.119137, 657.813778, 0.083625
+1750,512,32,512,0,0, 706.443128,21423.880538, 691.092921, 0.010401, 0.174467, 705.925762, 0.328683
+1750,512,64,512,0,0, 710.275857,42408.091375, 673.144308, 0.020113, 0.183049, 709.420463, 0.593765
+1750,512,128,512,0,0, 704.101425,79618.851020, 626.920087, 0.043380, 0.230677, 703.300426, 0.451129
+1750,1024,2,1024,0,0, 1006.035307, 1005.974548, 1005.974548, 0.004194, 0.028523, 1005.992654, 0.008516
+1750,1024,4,1024,0,0, 955.576958, 2864.497672, 954.832557, 0.004352, 0.053300, 955.493004, 0.024685
+1750,1024,8,1024,0,0, 1050.145272, 7330.284483, 1047.183498, 0.005514, 0.134011, 1049.928657, 0.074854
+1750,1024,16,1024,0,0, 1340.491857,19990.390996, 1332.692733, 0.006712, 0.246385, 1340.017118, 0.217136
+1750,1024,32,1024,0,0, 1503.071900,46093.794380, 1486.896593, 0.010886, 0.352983, 1501.838429, 0.807069
+1750,1024,64,1024,0,0, 1398.343195,85545.546638, 1357.865820, 0.020997, 0.371666, 1396.800157, 1.085084
+1750,1024,128,1024,0,0, 1366.527768,************, 1263.586652, 0.038724, 8.044040, 1358.141952, 0.272095
+1750,2048,2,2048,0,0, 2087.846528, 2087.753933, 2087.753933, 0.004210, 0.046288, 2087.778378, 0.016084
+1750,2048,4,2048,0,0, 1757.464721, 5270.275212, 1756.758404, 0.004531, 0.099467, 1757.315983, 0.043011
+1750,2048,8,2048,0,0, 1919.916411,13422.869357, 1917.552765, 0.004653, 0.240139, 1919.543191, 0.125440
+1750,2048,16,2048,0,0, 2563.349331,38331.506228, 2555.433749, 0.007739, 0.466564, 2562.483693, 0.384164
+1750,2048,32,2048,0,0, 2688.618209,82754.605907, 2669.503416, 0.009671, 1.064955, 2685.392771, 2.137231
+1750,2048,64,2048,0,0, 2822.444808,************, 2767.493087, 0.018938, 0.667703, 2814.540751, 6.937719
+1750,2048,128,2048,0,0, 2808.361412,************, 2647.963380, 0.039525, 0.434241, 2804.357119, 3.520653
+1750,4096,2,4096,0,0, 4131.079079, 4130.911614, 4130.911614, 0.004239, 0.093056, 4130.946585, 0.033523
+1750,4096,4,4096,0,0, 3537.187697,10608.661948, 3536.220649, 0.004349, 0.199949, 3536.884203, 0.097128
+1750,4096,8,4096,0,0, 4055.054432,28363.233622, 4051.890517, 0.004604, 0.511167, 4054.257444, 0.276556
+1750,4096,16,4096,0,0, 5430.548546,81338.981406, 5422.598760, 0.006022, 0.946328, 5428.747721, 0.835629
+1750,4096,32,4096,0,0, 5585.314139,************, 5557.501424, 0.016610, 1.610802, 5580.737167, 2.929446
diff --git a/report/figures/wall-times/plot.gnu b/report/figures/wall-times/plot.gnu
new file mode 100644
index 0000000..0aa694c
--- /dev/null
+++ b/report/figures/wall-times/plot.gnu
@@ -0,0 +1,49 @@
+#set terminal x11 persist
+set terminal cairolatex pdf size 6in,3in
+set output "walltimes.tex"
+
+ptsize=0.4
+# R ColorBrewer theme (minus yellow)
+set linetype 1 lc rgb '#E41A1C' pt 7 ps ptsize
+set linetype 2 lc rgb '#377EB8' pt 7 ps ptsize
+set linetype 3 lc rgb '#4DAF4A' pt 7 ps ptsize
+set linetype 4 lc rgb '#984EA3' pt 7 ps ptsize
+set linetype 5 lc rgb '#FF7F00' pt 7 ps ptsize
+set linetype 6 lc rgb '#A65628' pt 7 ps ptsize
+set linetype 7 lc rgb '#F781BF' pt 7 ps ptsize
+set linetype 8 lc rgb '#999999' pt 7 ps ptsize
+set linetype 9 lc rgb '#8DD3C7' pt 7 ps ptsize
+set linetype 10 lc rgb '#BEBADA' pt 7 ps ptsize
+set linetype 11 lc rgb '#FB8072' pt 7 ps ptsize
+
+set logscale xy
+set xlabel 'Sample Size $L$'
+set ylabel 'Wall Time [s]'
+set grid
+set key top outside center horizontal
+set key samplen 2
+set key width 5
+
+set lmargin at screen 0.15
+set rmargin at screen 0.85
+
+# Simple loop over files
+plot for [i=1:6] sprintf('%d_128_perf.out', 500+250*(i-1)) \
+ using 1:2 with linespoints title sprintf('$N=%d$', 500+250*(i-1)), \
+ [100:10000] '+' using 1:(0.03*$1) with lines dt 2 lc rgb "black" title "$\\mathcal{O}(n)$"
+ #1e-3*x**3 with lines dt 2 lc rgb "black"
+
+
+# And for matrix size
+
+set output "N_walltimes.tex"
+array samples[6] = [128, 256, 512, 1024, 2048, 4096]
+
+set xrange [400:2400]
+set yrange [1:10000]
+set xlabel "Matrix size $N$"
+
+plot for [i=1:|samples|] sprintf('%d_128_perf.out',samples[i]) \
+ using 1:2 with linespoints title sprintf('$L=%d$', samples[i]), \
+ 1e-8*x**3 with lines dt 2 lc rgb "black" title "$\\mathcal{O}(n^3)$"
+
diff --git a/report/figures/wall-times/split.sh b/report/figures/wall-times/split.sh
new file mode 100755
index 0000000..b3c2794
--- /dev/null
+++ b/report/figures/wall-times/split.sh
@@ -0,0 +1,21 @@
+#!/bin/bash
+
+# Split up Joe's performance data by constant matrix size and plot vs. eigenvalues and wall time.
+# Only include 128 core data
+
+NSIZE=$(seq 500 250 1750)
+NPROC=128
+
+for N in $NSIZE; do
+ # Grab the relevant files
+ awk -F"," -v N="$N" '$3==128 && $1==N {print $2,$7}' performance.csv > $N\_128_perf.out
+done
+
+
+# Now do the same except split it up by blocks of constant sample size and investigat the matrix size
+
+NSAMPLES="128 256 512 1024 2048 4096"
+
+for L in $NSAMPLES; do
+ awk -F"," -v L="$L" '$3==128 && $2==L {print $1, $7}' performance.csv > $L\_128_perf.out
+done
diff --git a/report/figures/wall-times/walltimes.pdf b/report/figures/wall-times/walltimes.pdf
new file mode 100644
index 0000000..58bcc7d
--- /dev/null
+++ b/report/figures/wall-times/walltimes.pdf
Binary files differ
diff --git a/report/figures/wall-times/walltimes.tex b/report/figures/wall-times/walltimes.tex
new file mode 100644
index 0000000..073f4d9
--- /dev/null
+++ b/report/figures/wall-times/walltimes.tex
@@ -0,0 +1,126 @@
+% GNUPLOT: LaTeX picture with Postscript
+\begingroup
+ \makeatletter
+ \providecommand\color[2][]{%
+ \GenericError{(gnuplot) \space\space\space\@spaces}{%
+ Package color not loaded in conjunction with
+ terminal option `colourtext'%
+ }{See the gnuplot documentation for explanation.%
+ }{Either use 'blacktext' in gnuplot or load the package
+ color.sty in LaTeX.}%
+ \renewcommand\color[2][]{}%
+ }%
+ \providecommand\includegraphics[2][]{%
+ \GenericError{(gnuplot) \space\space\space\@spaces}{%
+ Package graphicx or graphics not loaded%
+ }{See the gnuplot documentation for explanation.%
+ }{The gnuplot epslatex terminal needs graphicx.sty or graphics.sty.}%
+ \renewcommand\includegraphics[2][]{}%
+ }%
+ \providecommand\rotatebox[2]{#2}%
+ \@ifundefined{ifGPcolor}{%
+ \newif\ifGPcolor
+ \GPcolortrue
+ }{}%
+ \@ifundefined{ifGPblacktext}{%
+ \newif\ifGPblacktext
+ \GPblacktexttrue
+ }{}%
+ % define a \g@addto@macro without @ in the name:
+ \let\gplgaddtomacro\g@addto@macro
+ % define empty templates for all commands taking text:
+ \gdef\gplbacktext{}%
+ \gdef\gplfronttext{}%
+ \makeatother
+ \ifGPblacktext
+ % no textcolor at all
+ \def\colorrgb#1{}%
+ \def\colorgray#1{}%
+ \else
+ % gray or color?
+ \ifGPcolor
+ \def\colorrgb#1{\color[rgb]{#1}}%
+ \def\colorgray#1{\color[gray]{#1}}%
+ \expandafter\def\csname LTw\endcsname{\color{white}}%
+ \expandafter\def\csname LTb\endcsname{\color{black}}%
+ \expandafter\def\csname LTa\endcsname{\color{black}}%
+ \expandafter\def\csname LT0\endcsname{\color[rgb]{1,0,0}}%
+ \expandafter\def\csname LT1\endcsname{\color[rgb]{0,1,0}}%
+ \expandafter\def\csname LT2\endcsname{\color[rgb]{0,0,1}}%
+ \expandafter\def\csname LT3\endcsname{\color[rgb]{1,0,1}}%
+ \expandafter\def\csname LT4\endcsname{\color[rgb]{0,1,1}}%
+ \expandafter\def\csname LT5\endcsname{\color[rgb]{1,1,0}}%
+ \expandafter\def\csname LT6\endcsname{\color[rgb]{0,0,0}}%
+ \expandafter\def\csname LT7\endcsname{\color[rgb]{1,0.3,0}}%
+ \expandafter\def\csname LT8\endcsname{\color[rgb]{0.5,0.5,0.5}}%
+ \else
+ % gray
+ \def\colorrgb#1{\color{black}}%
+ \def\colorgray#1{\color[gray]{#1}}%
+ \expandafter\def\csname LTw\endcsname{\color{white}}%
+ \expandafter\def\csname LTb\endcsname{\color{black}}%
+ \expandafter\def\csname LTa\endcsname{\color{black}}%
+ \expandafter\def\csname LT0\endcsname{\color{black}}%
+ \expandafter\def\csname LT1\endcsname{\color{black}}%
+ \expandafter\def\csname LT2\endcsname{\color{black}}%
+ \expandafter\def\csname LT3\endcsname{\color{black}}%
+ \expandafter\def\csname LT4\endcsname{\color{black}}%
+ \expandafter\def\csname LT5\endcsname{\color{black}}%
+ \expandafter\def\csname LT6\endcsname{\color{black}}%
+ \expandafter\def\csname LT7\endcsname{\color{black}}%
+ \expandafter\def\csname LT8\endcsname{\color{black}}%
+ \fi
+ \fi
+ \setlength{\unitlength}{0.0500bp}%
+ \ifx\gptboxheight\undefined%
+ \newlength{\gptboxheight}%
+ \newlength{\gptboxwidth}%
+ \newsavebox{\gptboxtext}%
+ \fi%
+ \setlength{\fboxrule}{0.5pt}%
+ \setlength{\fboxsep}{1pt}%
+ \definecolor{tbcol}{rgb}{1,1,1}%
+\begin{picture}(8640.00,4320.00)%
+ \gplgaddtomacro\gplbacktext{%
+ \csname LTb\endcsname%%
+ \put(1181,655){\makebox(0,0)[r]{\strut{}$1$}}%
+ \csname LTb\endcsname%%
+ \put(1181,1361){\makebox(0,0)[r]{\strut{}$10$}}%
+ \csname LTb\endcsname%%
+ \put(1181,2068){\makebox(0,0)[r]{\strut{}$100$}}%
+ \csname LTb\endcsname%%
+ \put(1181,2774){\makebox(0,0)[r]{\strut{}$1000$}}%
+ \csname LTb\endcsname%%
+ \put(1181,3480){\makebox(0,0)[r]{\strut{}$10000$}}%
+ \csname LTb\endcsname%%
+ \put(1293,450){\makebox(0,0){\strut{}$100$}}%
+ \csname LTb\endcsname%%
+ \put(4310,450){\makebox(0,0){\strut{}$1000$}}%
+ \csname LTb\endcsname%%
+ \put(7326,450){\makebox(0,0){\strut{}$10000$}}%
+ }%
+ \gplgaddtomacro\gplfronttext{%
+ \csname LTb\endcsname%%
+ \put(2899,4115){\makebox(0,0)[r]{\strut{}$N=500$}}%
+ \csname LTb\endcsname%%
+ \put(2899,3910){\makebox(0,0)[r]{\strut{}$N=750$}}%
+ \csname LTb\endcsname%%
+ \put(2899,3706){\makebox(0,0)[r]{\strut{}$N=1000$}}%
+ \csname LTb\endcsname%%
+ \put(4661,4115){\makebox(0,0)[r]{\strut{}$N=1250$}}%
+ \csname LTb\endcsname%%
+ \put(4661,3910){\makebox(0,0)[r]{\strut{}$N=1500$}}%
+ \csname LTb\endcsname%%
+ \put(4661,3706){\makebox(0,0)[r]{\strut{}$N=1750$}}%
+ \csname LTb\endcsname%%
+ \put(6422,4115){\makebox(0,0)[r]{\strut{}$\mathcal{O}(n)$}}%
+ \csname LTb\endcsname%%
+ \put(434,2068){\rotatebox{-270.00}{\makebox(0,0){\strut{}Wall Time [s]}}}%
+ \csname LTb\endcsname%%
+ \put(4309,143){\makebox(0,0){\strut{}Sample Size $L$}}%
+ }%
+ \gplbacktext
+ \put(0,0){\includegraphics[width={432.00bp},height={216.00bp}]{walltimes}}%
+ \gplfronttext
+ \end{picture}%
+\endgroup