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index 8753b4f690677b3a86a615aba7dcf856a58600e5..55192411202ac048e76c2dbb713bd67ba8bbf28f 100644
--- a/Projet/CODE/apm/bench_out_quadrortx.csv
+++ b/Projet/CODE/apm/bench_out_quadrortx.csv
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0, 5099959, 5, apm, 0.318338
0, 5099959, 5, apm_omp, 0.154849
0, 5099959, 5, apm_gpu, 0.091171
diff --git a/Projet/CODE/apm/graph/data/bench.csv b/Projet/CODE/apm/graph/data/bench.csv
new file mode 100644
index 0000000000000000000000000000000000000000..79eb76ee66d4e8c9df3b2659ebf55728bd5832a1
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new file mode 100644
index 0000000000000000000000000000000000000000..a9ef001ea3805e5b42413a8cc6ad3e4ed6b2427c
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+ <text><tspan font-family="Arial" >Time (Lower is Better)</tspan></text>
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+ <text><tspan font-family="Arial" >Size of the main String</tspan></text>
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diff --git a/Projet/CODE/apm/graph/data/bench_5.svg b/Projet/CODE/apm/graph/data/bench_5.svg
new file mode 100644
index 0000000000000000000000000000000000000000..f490aac79b846f0cef82ae7bab9deb420390ffa9
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+ <text><tspan font-family="Arial" > 20</tspan></text>
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+ <text><tspan font-family="Arial" > 25</tspan></text>
+ </g>
+</g>
+<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
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+</g>
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+ <text><tspan font-family="Arial" > 30</tspan></text>
+ </g>
+</g>
+<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
+</g>
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+ <path stroke='black' d='M64.14,54.01 L64.14,1022.40 L1894.82,1022.40 L1894.82,54.01 L64.14,54.01 Z '/></g>
+<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
+ <g transform="translate(19.18,538.21) rotate(270)" stroke="none" fill="black" font-family="Arial" font-size="12.00" text-anchor="middle">
+ <text><tspan font-family="Arial" >Time (Lower is Better)</tspan></text>
+ </g>
+</g>
+<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
+ <g transform="translate(979.48,1071.30)" stroke="none" fill="black" font-family="Arial" font-size="12.00" text-anchor="middle">
+ <text><tspan font-family="Arial" >Size of words</tspan></text>
+ </g>
+</g>
+<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
+</g>
+ <g id="gnuplot_plot_1" ><title>apm</title>
+<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
+ <g transform="translate(1827.09,75.91)" stroke="none" fill="black" font-family="Arial" font-size="12.00" text-anchor="end">
+ <text><tspan font-family="Arial" >apm</tspan></text>
+ </g>
+</g>
+<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
+ <path stroke='rgb(148, 0, 211)' d='M1835.48,72.01 L1878.04,72.01 M64.14,989.85 L430.28,907.31 L1162.55,599.55 L1894.82,104.32 '/> <use xlink:href='#gpPt0' transform='translate(64.14,989.85) scale(4.50)' color='rgb(148, 0, 211)'/>
+ <use xlink:href='#gpPt0' transform='translate(430.28,907.31) scale(4.50)' color='rgb(148, 0, 211)'/>
+ <use xlink:href='#gpPt0' transform='translate(1162.55,599.55) scale(4.50)' color='rgb(148, 0, 211)'/>
+ <use xlink:href='#gpPt0' transform='translate(1894.82,104.32) scale(4.50)' color='rgb(148, 0, 211)'/>
+ <use xlink:href='#gpPt0' transform='translate(1856.76,72.01) scale(4.50)' color='rgb(148, 0, 211)'/>
+</g>
+ </g>
+ <g id="gnuplot_plot_2" ><title>apmomp</title>
+<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
+ <g transform="translate(1827.09,93.91)" stroke="none" fill="black" font-family="Arial" font-size="12.00" text-anchor="end">
+ <text><tspan font-family="Arial" >apm</tspan><tspan font-family="Arial" font-size="9.6" dy="3.60px">o</tspan><tspan font-family="Arial" font-size="12.0" dy="-3.60px">mp</tspan></text>
+ </g>
+</g>
+<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
+ <path stroke='rgb( 0, 158, 115)' d='M1835.48,90.01 L1878.04,90.01 M64.14,1006.81 L430.28,989.32 L1162.55,908.24 L1894.82,771.20 '/> <use xlink:href='#gpPt1' transform='translate(64.14,1006.81) scale(4.50)' color='rgb( 0, 158, 115)'/>
+ <use xlink:href='#gpPt1' transform='translate(430.28,989.32) scale(4.50)' color='rgb( 0, 158, 115)'/>
+ <use xlink:href='#gpPt1' transform='translate(1162.55,908.24) scale(4.50)' color='rgb( 0, 158, 115)'/>
+ <use xlink:href='#gpPt1' transform='translate(1894.82,771.20) scale(4.50)' color='rgb( 0, 158, 115)'/>
+ <use xlink:href='#gpPt1' transform='translate(1856.76,90.01) scale(4.50)' color='rgb( 0, 158, 115)'/>
+</g>
+ </g>
+ <g id="gnuplot_plot_3" ><title>apmgpu</title>
+<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
+ <g transform="translate(1827.09,111.91)" stroke="none" fill="black" font-family="Arial" font-size="12.00" text-anchor="end">
+ <text><tspan font-family="Arial" >apm</tspan><tspan font-family="Arial" font-size="9.6" dy="3.60px">g</tspan><tspan font-family="Arial" font-size="12.0" dy="-3.60px">pu</tspan></text>
+ </g>
+</g>
+<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
+ <path stroke='rgb( 86, 180, 233)' d='M1835.48,108.01 L1878.04,108.01 M64.14,1021.13 L430.28,1020.87 L1162.55,1019.68 L1894.82,1017.76 '/> <use xlink:href='#gpPt2' transform='translate(64.14,1021.13) scale(4.50)' color='rgb( 86, 180, 233)'/>
+ <use xlink:href='#gpPt2' transform='translate(430.28,1020.87) scale(4.50)' color='rgb( 86, 180, 233)'/>
+ <use xlink:href='#gpPt2' transform='translate(1162.55,1019.68) scale(4.50)' color='rgb( 86, 180, 233)'/>
+ <use xlink:href='#gpPt2' transform='translate(1894.82,1017.76) scale(4.50)' color='rgb( 86, 180, 233)'/>
+ <use xlink:href='#gpPt2' transform='translate(1856.76,108.01) scale(4.50)' color='rgb( 86, 180, 233)'/>
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+<g fill="none" color="white" stroke="rgb( 86, 180, 233)" stroke-width="2.00" stroke-linecap="butt" stroke-linejoin="miter">
+</g>
+<g fill="none" color="black" stroke="currentColor" stroke-width="2.00" stroke-linecap="butt" stroke-linejoin="miter">
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+</g>
+<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
+ <path stroke='black' d='M64.14,54.01 L64.14,1022.40 L1894.82,1022.40 L1894.82,54.01 L64.14,54.01 Z '/></g>
+<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
+ <g transform="translate(979.48,30.91)" stroke="none" fill="black" font-family="Arial" font-size="12.00" text-anchor="middle">
+ <text><tspan font-family="Arial" >SingleThread/OMP/GPU - APM Benchmark - Words compute Time</tspan></text>
+ </g>
+</g>
+<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
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+</svg>
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diff --git a/Projet/CODE/apm/graph/data/bench_apm_10.csv b/Projet/CODE/apm/graph/data/bench_apm_10.csv
new file mode 100644
index 0000000000000000000000000000000000000000..20232d497300ab270a71f1b44da65482ae3884f5
--- /dev/null
+++ b/Projet/CODE/apm/graph/data/bench_apm_10.csv
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diff --git a/Projet/CODE/apm/graph/data/bench_apm_20.csv b/Projet/CODE/apm/graph/data/bench_apm_20.csv
new file mode 100644
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diff --git a/Projet/CODE/apm/graph/data/bench_apm_30.csv b/Projet/CODE/apm/graph/data/bench_apm_30.csv
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diff --git a/Projet/CODE/apm/graph/data/bench_apm_5.csv b/Projet/CODE/apm/graph/data/bench_apm_5.csv
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diff --git a/Projet/CODE/apm/graph/data/bench_apm_gpu_10.csv b/Projet/CODE/apm/graph/data/bench_apm_gpu_10.csv
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+509998048.0,20.0,1.1389901666666666
diff --git a/Projet/CODE/apm/graph/data/bench_apm_gpu_30.csv b/Projet/CODE/apm/graph/data/bench_apm_gpu_30.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18c8db4157c086c32a14f61f5a8f6ed1f4ae4449
--- /dev/null
+++ b/Projet/CODE/apm/graph/data/bench_apm_gpu_30.csv
@@ -0,0 +1,4 @@
+size,word,avg
+5099959.0,30.0,0.13192766666666667
+50999909.0,30.0,0.4316745
+509998048.0,30.0,2.3264755
diff --git a/Projet/CODE/apm/graph/data/bench_apm_gpu_5.csv b/Projet/CODE/apm/graph/data/bench_apm_gpu_5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..168efa32f8cc7fce35d322a15a8afd315d05dc4d
--- /dev/null
+++ b/Projet/CODE/apm/graph/data/bench_apm_gpu_5.csv
@@ -0,0 +1,4 @@
+size,word,avg
+5099959.0,5.0,0.07126216666666667
+50999909.0,5.0,0.11842766666666667
+509998048.0,5.0,0.4150291666666666
diff --git a/Projet/CODE/apm/graph/data/bench_apm_gpu_5099959.csv b/Projet/CODE/apm/graph/data/bench_apm_gpu_5099959.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a70f9be0e485fe96372846364aa9aa27b4b5f5ec
--- /dev/null
+++ b/Projet/CODE/apm/graph/data/bench_apm_gpu_5099959.csv
@@ -0,0 +1,5 @@
+size,word,avg
+5099959.0,5.0,0.07126216666666667
+5099959.0,10.0,0.08014416666666667
+5099959.0,20.0,0.10559916666666667
+5099959.0,30.0,0.13192766666666667
diff --git a/Projet/CODE/apm/graph/data/bench_apm_gpu_509998048.csv b/Projet/CODE/apm/graph/data/bench_apm_gpu_509998048.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d4724d95b4d8c5458bc6b099d6a6408fb34885a
--- /dev/null
+++ b/Projet/CODE/apm/graph/data/bench_apm_gpu_509998048.csv
@@ -0,0 +1,5 @@
+size,word,avg
+509998048.0,5.0,0.4150291666666666
+509998048.0,10.0,0.552796
+509998048.0,20.0,1.1389901666666666
+509998048.0,30.0,2.3264755
diff --git a/Projet/CODE/apm/graph/data/bench_apm_gpu_50999909.csv b/Projet/CODE/apm/graph/data/bench_apm_gpu_50999909.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3949a02e634a435c0c33d7bd4cae5a7c9575dece
--- /dev/null
+++ b/Projet/CODE/apm/graph/data/bench_apm_gpu_50999909.csv
@@ -0,0 +1,5 @@
+size,word,avg
+50999909.0,5.0,0.11842766666666667
+50999909.0,10.0,0.14263733333333334
+50999909.0,20.0,0.2529915
+50999909.0,30.0,0.4316745
diff --git a/Projet/CODE/apm/graph/data/bench_apm_omp_10.csv b/Projet/CODE/apm/graph/data/bench_apm_omp_10.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ab9bed0247829e2f4cfbc6644ffa16473dfa9af
--- /dev/null
+++ b/Projet/CODE/apm/graph/data/bench_apm_omp_10.csv
@@ -0,0 +1,4 @@
+size,word,avg
+5099959.0,10.0,0.32639233333333334
+50999909.0,10.0,3.0740913333333335
+509998048.0,10.0,30.457213
diff --git a/Projet/CODE/apm/graph/data/bench_apm_omp_20.csv b/Projet/CODE/apm/graph/data/bench_apm_omp_20.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b36baa5acd5654b0f2a0a1e1a92cb2ee27c03a4
--- /dev/null
+++ b/Projet/CODE/apm/graph/data/bench_apm_omp_20.csv
@@ -0,0 +1,4 @@
+size,word,avg
+5099959.0,20.0,1.0982496666666666
+50999909.0,20.0,10.609810166666668
+509998048.0,20.0,105.75566566666667
diff --git a/Projet/CODE/apm/graph/data/bench_apm_omp_30.csv b/Projet/CODE/apm/graph/data/bench_apm_omp_30.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e96e7015a4424ac0cb763609d877196fe2c14cf6
--- /dev/null
+++ b/Projet/CODE/apm/graph/data/bench_apm_omp_30.csv
@@ -0,0 +1,3 @@
+size,word,avg
+5099959.0,30.0,2.402130666666667
+50999909.0,30.0,23.3459075
diff --git a/Projet/CODE/apm/graph/data/bench_apm_omp_5.csv b/Projet/CODE/apm/graph/data/bench_apm_omp_5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e40cffb82ffd4906f12413faddc708e3ec13e58a
--- /dev/null
+++ b/Projet/CODE/apm/graph/data/bench_apm_omp_5.csv
@@ -0,0 +1,4 @@
+size,word,avg
+5099959.0,5.0,0.1603045
+50999909.0,5.0,1.4491473333333333
+509998048.0,5.0,14.4569215
diff --git a/Projet/CODE/apm/graph/data/bench_apm_omp_5099959.csv b/Projet/CODE/apm/graph/data/bench_apm_omp_5099959.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24dcc04a05374a1745aeb3ace3a76b6b134f6951
--- /dev/null
+++ b/Projet/CODE/apm/graph/data/bench_apm_omp_5099959.csv
@@ -0,0 +1,5 @@
+size,word,avg
+5099959.0,5.0,0.1603045
+5099959.0,10.0,0.32639233333333334
+5099959.0,20.0,1.0982496666666666
+5099959.0,30.0,2.402130666666667
diff --git a/Projet/CODE/apm/graph/data/bench_apm_omp_509998048.csv b/Projet/CODE/apm/graph/data/bench_apm_omp_509998048.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a65ac779f7ad45d78142bc699ad415eda1091aaa
--- /dev/null
+++ b/Projet/CODE/apm/graph/data/bench_apm_omp_509998048.csv
@@ -0,0 +1,4 @@
+size,word,avg
+509998048.0,5.0,14.4569215
+509998048.0,10.0,30.457213
+509998048.0,20.0,105.75566566666667
diff --git a/Projet/CODE/apm/graph/data/bench_apm_omp_50999909.csv b/Projet/CODE/apm/graph/data/bench_apm_omp_50999909.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87196531b1ab27c6aa8d84fda4fc0cc482f6be6a
--- /dev/null
+++ b/Projet/CODE/apm/graph/data/bench_apm_omp_50999909.csv
@@ -0,0 +1,5 @@
+size,word,avg
+50999909.0,5.0,1.4491473333333333
+50999909.0,10.0,3.0740913333333335
+50999909.0,20.0,10.609810166666668
+50999909.0,30.0,23.3459075
diff --git a/Projet/CODE/apm/graph/export.sh b/Projet/CODE/apm/graph/export.sh
new file mode 100755
index 0000000000000000000000000000000000000000..1c486eeae5ad66579e3bdca92247859b519acd6d
--- /dev/null
+++ b/Projet/CODE/apm/graph/export.sh
@@ -0,0 +1,83 @@
+#!/usr/bin/env bash
+rm -rf data
+mkdir -p data
+
+cat ../bench_out_quadrortx.csv | tr -d ' ' > ./data/bench.csv
+
+pushd data
+
+echo "=== Querring files ==="
+
+#for type in apm apm_omp apm_gpu
+#do
+# echo "=>${type}"
+# csvsql --query "select * from (
+# select size, word, avg(time) as avg
+# from bench where type = '${type}'
+# group by size, word
+# ) where avg != 0" bench.csv | tail -n +2 > "bench_${type}.csv"
+#done
+
+
+for type in apm apm_omp apm_gpu
+do
+ echo "=>${type}"
+ for size in 5099959 50999909 509998048
+ do
+ echo "-->${size}"
+ csvsql --query "select * from (
+ select size, word, avg(time) as avg
+ from bench where type = '${type}'
+ and size = '${size}'
+ group by word
+ ) where avg != 0" bench.csv > "bench_${type}_${size}.csv"
+ done
+done
+
+
+for type in apm apm_omp apm_gpu
+do
+ echo "=>${type}"
+ for word in 5 10 20 30
+ do
+ echo "-->${word}"
+ csvsql --query "select * from (
+ select size, word, avg(time) as avg
+ from bench where type = '${type}'
+ and word = '${word}'
+ group by size
+ ) where avg != 0" bench.csv > "bench_${type}_${word}.csv"
+ done
+done
+
+echo "=== Generating Graphs ==="
+
+for size in 5099959 50999909 509998048
+do
+ echo "-->${size}"
+ #gnuplot -c ../plot_size.txt \
+ gnuplot -e "load '../plot_word.txt';
+ set output 'bench_${size}.svg';
+ plot \
+ './bench_apm_${size}.csv' u 2:3 w lp title 'apm', \
+ './bench_apm_omp_${size}.csv' u 2:3 w lp title 'apm_omp', \
+ './bench_apm_gpu_${size}.csv' u 2:3 w lp title 'apm_gpu'
+ "
+done
+
+for word in 5 10 20 30
+do
+ echo "-->${word}"
+ #gnuplot -c ../plot_size.txt \
+ gnuplot -e "load '../plot_size.txt';
+ set output 'bench_${word}.svg';
+ plot \
+ './bench_apm_${word}.csv' u 1:3 w lp title 'apm', \
+ './bench_apm_omp_${word}.csv' u 1:3 w lp title 'apm_omp', \
+ './bench_apm_gpu_${word}.csv' u 1:3 w lp title 'apm_gpu'
+ "
+done
+
+popd
+
+
diff --git a/Projet/CODE/apm/graph/plot_size.txt b/Projet/CODE/apm/graph/plot_size.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7da427c3bedbef8721dab1d42d63e8ccfa115e57
--- /dev/null
+++ b/Projet/CODE/apm/graph/plot_size.txt
@@ -0,0 +1,12 @@
+set autoscale
+set grid
+show grid
+set datafile separator ','
+
+set logscale x
+set xlabel "Size of the main String"
+set ylabel "Time (Lower is Better)"
+set term svg size 1920 1080
+
+set title "SingleThread/OMP/GPU - APM Benchmark - Strings compute Time"
+
diff --git a/Projet/CODE/apm/graph/plot_word.txt b/Projet/CODE/apm/graph/plot_word.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b60b647f6ddd45cd8365a2cf253ef024a73ba2fe
--- /dev/null
+++ b/Projet/CODE/apm/graph/plot_word.txt
@@ -0,0 +1,11 @@
+set autoscale
+set grid
+show grid
+set datafile separator ','
+
+set xlabel "Size of words"
+set ylabel "Time (Lower is Better)"
+set term svg size 1920 1080
+
+set title "SingleThread/OMP/GPU - APM Benchmark - Words compute Time"
+