for i in xrange(0, 100):
model.optimize()
cur = model.likelyhood()
print cur
if round(prev, 2) == round(cur, 2):
print cur
break
prev = cur
'''
parts = []
full = stream.Stream()
#instruments = ["Sitar", "Shehnai", "Flute", "Violin", "Oboe", "Viola", "Piano", "Piano", "Piano", "Piano", "Piano", "Piano", "Piano", "Piano", "Piano"]
for i in xrange(0, len(notes)):
part = stream.Stream()
#part.append(instrument.fromString(instruments[i]))
for j in xrange(0, len(durations[i])):
d = duration.Duration(float(durations[i][j]))
n = note.Note(notes[i][j])
n.volume.velocity = 127
n.duration = d
part.append(n)
parts.append(part)
for part in parts:
full.append(part)
mf = midi.translate.streamToMidiFile(full)
mf.open('o_'+sys.argv[1].replace("/", "_")+'.mid', 'wb')
mf.write()
mf.close()
