def plot_state(f, filename, epoch):
params = mregn_print_log.read_parameter(f)
out_state_size = int(params['out_state_size'])
tmp = tempfile.NamedTemporaryFile('w+')
sys.stdout = tmp
mregn_print_log.print_state(f, epoch)
sys.stdout.flush()
ptype = {}
ptype['Target'] = (out_state_size, lambda x: 2 * x + 2)
ptype['Output'] = (out_state_size, lambda x: 2 * x + 3)
for k,v in ptype.items():
p = subprocess.Popen(['gnuplot -persist'], stdin=subprocess.PIPE,
shell=True)
gnuplot = lambda s: p.stdin.write(s.encode())
gnuplot('set nokey;')
gnuplot("set title 'Type=%s File=%s';" % (k, filename))
gnuplot("set xlabel 'Time step';")
gnuplot("set ylabel '%s';" % k)
command = ['plot ']
for i in range(v[0]):
command.append("'%s' u 1:%d w l," % (tmp.name, v[1](i)))
gnuplot(''.join(command)[:-1])
gnuplot('\n')
gnuplot('exit\n')
p.wait()
sys.stdout = sys.__stdout__
def plot_gate(f, filename, epoch):
params = mregn_print_log.read_parameter(f)
expert_num = int(params['expert_num'])
tmp = tempfile.NamedTemporaryFile('w+')
sys.stdout = tmp
mregn_print_log.print_state(f, epoch)
sys.stdout.flush()
p = subprocess.Popen(['gnuplot -persist'], stdin=subprocess.PIPE,
shell=True)
gnuplot = lambda s: p.stdin.write(s.encode())
gnuplot('set nokey;')
gnuplot("set title 'Type=Gate File=%s';" % filename)
gnuplot("set xlabel 'Time step';")
gnuplot("set ylabel 'Gate opening value';")
command = ['plot ']
for i in range(expert_num):
command.append("'%s' u 1:%d w l," % (tmp.name, i+2))
gnuplot(''.join(command)[:-1])
gnuplot('\n')
gnuplot('exit\n')
p.wait()
sys.stdout = sys.__stdout__