from sys import *

from mlp import *

if __name__ == "__main__":

if len(argv) < 2:

print "add the argument"

exit()

data_part = argv[1]

data = load_data(data_part)

train = data[0]

valid = data[1]

test = load_test(data_part)

print "Training phase"

m_p = mlp(train[0],train[1],valid[0],valid[1],\

h1=40,l_rate=0.01,init_var=0.1,momentum_rate=0.5)

print "Testing phase"

success_rate = test_mlp(test,m_p)

print " -> The success rate on the test set is", success_rate