def run_once():
time_start = datetime.datetime.now()
print "Start time: " + time_start.strftime("%Y-%m-%d --- %H:%M:%S:%f")
filebasename = 'save/exact_' + partname + '_' + str(lambda1) + '_' + str(
lambda2) + '_' + lambda2_type
pt = AnalysisPhaseTransition(signal_size,
dict_size,
deltas,
rhos,
num_data,
numpy.inf, [solver],
oper_type=operator_type)
pt.run()
pt.savedata(filebasename)
pt.plot(thresh=1e-6,
show=False,
basename=filebasename,
saveexts=['pdf', 'png'])
pt.compute_global_average_error(shape=[1],
thresh=1e-6,
textfilename=filebasename + '.txt')
time_end = datetime.datetime.now()
print "End time: " + time_end.strftime("%Y-%m-%d --- %H:%M:%S:%f")
print "Elapsed: " + str((time_end - time_start).seconds) + " seconds"
print "------"
def run_once():
time_start = datetime.datetime.now()
print "Start time: " + time_start.strftime("%Y-%m-%d --- %H:%M:%S:%f")
filebasename = 'save/exact_'+ partname + '_' + str(lambda1) + '_' + str(lambda2) + '_' + lambda2_type
pt = AnalysisPhaseTransition(signal_size, dict_size, deltas, rhos, num_data, numpy.inf, [solver], oper_type=operator_type)
pt.run()
pt.savedata(filebasename)
pt.plot(thresh=1e-6, show=False, basename=filebasename, saveexts=['pdf', 'png'])
pt.compute_global_average_error(shape=[1], thresh=1e-6, textfilename=filebasename+'.txt')
time_end = datetime.datetime.now()
print "End time: " + time_end.strftime("%Y-%m-%d --- %H:%M:%S:%f")
print "Elapsed: " + str((time_end - time_start).seconds) + " seconds"
print "------"
