# coding=utf-8

__author__ = 'Tommaso Levato'

import yaml

import numpy

import os

import pylearn2

import sys

from hyper_parameters_parser import Parser

from pylearn2.config import yaml_parse

from pylearn2.datasets.mjsynth.mjsynth import MJSYNTH

from pylearn2.datasets.mjsynth.config import Config

def output_file_string(params):

return ' '.join(string)

p = Parser()

while p.has_other_configurations():

with open(Config.getYamlFilename(), 'r') as f:

yaml_file = f.read()

hyper_params = p.get_next_configuration()

outputFile = open('tests/' + p.get_num_configuration().__str__(), 'w')

sys.stdout = outputFile

sys.stderr = outputFile

yaml_file = yaml_file % (hyper_params)

print yaml_file

train = yaml_parse.load(yaml_file)

try:

train.main_loop()

except Exception as e:

print e