def config_and_test(index):
global file_name, DSTR, add_strat_nn, writer, scan_spec
# checks if we have any more params to scan
if index < len(params):
# gets the current param, for instance epochs: [100,200,300] 100 200 and 300 are param
for param in scan_spec[params[index]]:
# metaprogramming stuff, just sets the param value, e.g. epoch = 100, then recurses down to the next index
exec (params[index] + '=' + str(param))
config_and_test(index + 1)
else:
print settings.strategies
# this part is broken, it should print what the current params are but I can't get it to work
print settings.scan_spec
# the file name is the current time
file_name = datetime.datetime.now().strftime("%Y%m%d%H%M%S")
full_name = os.path.join(os.path.join(os.path.dirname(__file__), 'test_csv'), file_name + '.csv')
with open(full_name, 'wb') as csvfile:
# initialize the writer, DSTR, neural network for each config we want to test
writer = csv.writer(csvfile)
writer.writerow(['Output Format Version', '20150807'])
DSTR = Distribution()
ADD.main()
add_strat_nn = counting_network()
test(settings.n_problems)
