tikz/validation-curve: Add

tikz/validation-curve/Makefile

@@ -0,0 +1,35 @@
+SOURCE = validation-curve
+DELAY = 80
+DENSITY = 300
+WIDTH = 512
+
+make:
+	pdflatex $(SOURCE).tex -output-format=pdf
+	make clean
+
+clean:
+	rm -rf  $(TARGET) *.class *.html *.log *.aux *.data *.gnuplot
+
+gif:
+	pdfcrop $(SOURCE).pdf
+	convert -verbose -delay $(DELAY) -loop 0 -density $(DENSITY) $(SOURCE)-crop.pdf $(SOURCE).gif
+	make clean
+
+png:
+	make
+	make svg
+	inkscape $(SOURCE).svg -w $(WIDTH) --export-png=$(SOURCE).png
+
+transparentGif:
+	convert $(SOURCE).pdf -transparent white result.gif
+	make clean
+
+svg:
+	make
+	#inkscape $(SOURCE).pdf --export-plain-svg=$(SOURCE).svg
+	pdf2svg $(SOURCE).pdf $(SOURCE).svg
+	# Necessary, as pdf2svg does not always create valid svgs:
+	inkscape $(SOURCE).svg --export-plain-svg=$(SOURCE).svg
+	rsvg-convert -a -w $(WIDTH) -f svg $(SOURCE).svg -o $(SOURCE)2.svg
+	inkscape $(SOURCE)2.svg --export-plain-svg=$(SOURCE).svg
+	rm $(SOURCE)2.svg

tikz/validation-curve/README.md

@@ -0,0 +1,3 @@
+Compiled example
+----------------
+![Example](validation-curve.png)

tikz/validation-curve/baseline_cifar_test_acc.csv

@@ -0,0 +1,127 @@
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tikz/validation-curve/cifar100_baseline_20170419-1617-12_history.csv

@@ -0,0 +1,185 @@
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tikz/validation-curve/cifar100_baseline_20170419-1715-52_history.csv

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tikz/validation-curve/cifar100_baseline_20170419-2256-28_history.csv

@@ -0,0 +1,128 @@
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tikz/validation-curve/edit_curve.py

@@ -0,0 +1,45 @@
+#!/usr/bin/env python
+
+import csv
+import glob
+import numpy as np
+
+history_files = glob.glob("*.csv")
+data = []
+
+for filename in history_files:
+    print(filename)
+    with open(filename) as f:
+        reader = csv.reader(f)
+        datathis = [row for row in reader]
+
+    if len(data) == 0:
+        for i, el in enumerate(datathis):
+            if i == 0:
+                continue
+            data.append([float(el[2])])
+        print(data)
+    else:
+        for i, el in enumerate(datathis):
+            if i == 0:
+                continue
+            if i == len(data):
+                break
+            data[i - 1].append(float(el[2]))
+
+print("!" * 80)
+print(data)
+print("-" * 80)
+max_range = 0
+with open('baseline_cifar_test_acc.csv', 'w') as fp:
+    writer = csv.writer(fp, delimiter=',')
+    writer.writerow(["epoch", "min_acc", "max_acc", "mean_acc"])
+    for epoch, row in enumerate(data):
+        if len(row) < 10:
+            print(row)
+            print(len(row))
+            break
+        max_range = max(max_range, max(row) - min(row))
+        print("max range={}, epoch={}".format(max_range, epoch))
+        writer.writerow([epoch, min(row), max(row), np.array(row).mean()])
+print(max_range)

tikz/validation-curve/validation-curve.tex

@@ -0,0 +1,41 @@
+\documentclass[varwidth=true, border=2pt]{standalone}
+\usepackage[utf8]{inputenc} % this is needed for umlauts
+\usepackage[ngerman]{babel} % this is needed for umlauts
+\usepackage[T1]{fontenc}    % this is needed for correct output of umlauts in pdf
+\usepackage[margin=2.5cm]{geometry} %layout
+
+\usepackage{tikz}
+\usepackage{pgfplots}
+\pgfplotsset{compat=1.13}
+
+\begin{document}
+\begin{tikzpicture}
+    \begin{axis}[
+            axis x line=middle,
+            axis y line=middle,
+            enlarge y limits=true,
+            xmin=0,
+            %xmax=2014,
+            ymin=0.15,
+            % ymax=26000,
+            width=15cm, height=8cm,     % size of the image
+            grid = major,
+            grid style={dashed, gray!30},
+            ylabel=validation error,
+            ylabel style={at={(0,1.0)}},
+            xlabel=epoch,
+            legend style={at={(0.8,0.71)}, anchor=north},
+            legend cell align=right,
+            xticklabel style=
+            {/pgf/number format/1000 sep=,rotate=60,anchor=east,font=\scriptsize},
+            % yticklabel style=
+            % {scaled ticks=false,/pgf/number format/1000 sep=\,,rotate=0,anchor=east,font=\scriptsize},
+            % legend style={draw=none, legend columns=-1}
+         ]
+          \addplot[thick, red, mark=., densely dashed] table [x=epoch, y=max_acc, col sep=comma] {baseline_cifar_test_acc.csv};
+          \addplot[thick, blue, mark=.] table [x=epoch,y=min_acc, col sep=comma] {baseline_cifar_test_acc.csv};
+          \legend{maximum validation accuracy, minimum validation accuracy}
+    \end{axis}
+\end{tikzpicture}d
+
+\end{document}