def plot(self, select=''):
measureList = []
if select == '':
measureList = self._measureList
else:
selections = select.split(',')
for selection in selections:
measureList += tb.wildcardMatch(self._measureList, selection)
measureList = tb.unique(measureList)
plot = Plot("loss/accuracy for %s" % self._networkName)
def plotMeasure(name, label, color):
plot.plotList(label, self._measures[name], color)
measureList.remove(name)
for name, (label, style) in Config.plotMeasureStyles.iteritems():
if name in measureList:
plotMeasure(name, name, style)
styles = tb.styleList()
for name in measureList[:]:
if name.startswith('test_'):
plotMeasure(name, name, styles.pop(0))
for name in measureList[:]:
plotMeasure(name, name, styles.pop(0))
plot.finish()
def plot(self, select=''):
measureList = []
if select == '':
measureList = self._measureList
else:
selections = select.split(',')
for selection in selections:
measureList += tb.wildcardMatch(self._measureList, selection)
measureList = tb.unique(measureList)
plot = Plot("loss/accuracy for %s" % self._networkName)
def plotMeasure(name,label,color):
plot.plotList(label, self._measures[name], color)
measureList.remove(name)
for name, (label, style) in Config.plotMeasureStyles.iteritems():
if name in measureList:
plotMeasure(name, name, style)
styles = tb.styleList()
for name in measureList[:]:
if name.startswith('test_'):
plotMeasure(name, name, styles.pop(0))
for name in measureList[:]:
plotMeasure(name, name, styles.pop(0))
plot.finish()
def plotComparison(names, logs):
plot = Plot("loss/accuracy comparison")
styles = tb.styleList()
for log in logs:
style = styles.pop(0)
#lineStyles = tb.lineStyleCycle()
for name in names:
label = '%s for %s' % (name, log.networkName())
#style.setLineStyle(lineStyles.get())
if name in log.measures():
plot.plotList(label, log.measures()[name], style)
plot.finish()
def plotComparison(names, logs):
plot = Plot("loss/accuracy comparison")
styles = tb.styleList()
for log in logs:
style = styles.pop(0)
#lineStyles = tb.lineStyleCycle()
for name in names:
label = '%s for %s' %(name,log.networkName())
#style.setLineStyle(lineStyles.get())
if name in log.measures():
plot.plotList(label, log.measures()[name], style)
plot.finish()
