def main(unused):
## change
config = BasicConfig().load(unused[1])
config.to_flags(FLAGS)
##
val = rosenbrock(FLAGS.x, FLAGS.y)
print_result(val)
def run(expdir):
start_time = time.time()
expdir_monitor = ExpdirMonitor(expdir)
valid_performance = expdir_monitor.run(pure=True, restore=False)
end_time = time.time()
print('running time: %s' % (end_time - start_time))
print('valid performance: %s' % valid_performance)
print_result(valid_performance)
#!/usr/bin/env python3
"""
Job will fail when sleep time is 1
============================================
..
Copyright (c) 2018 LG Electronics Inc.
SPDX-License-Identifier: GPL-3.0-or-later
"""
import sys
from time import sleep
from aup import BasicConfig, print_result
if __name__ == "__main__":
if len(sys.argv) != 2:
print("config file required")
exit(1)
config = BasicConfig().load(sys.argv[1])
sleep(1 + config.time / 10.)
if config.time == 3:
exit(1)
print_result(config.time)
#!/usr/bin/env python
"""
Modified Rosenbrock function for HPO and aup
============================================
..
Copyright (c) 2018 LG Electronics Inc.
SPDX-License-Identifier: GPL-3.0-or-later
"""
import sys
from aup import BasicConfig, print_result
def rosenbrock(conf, a=1, b=100):
x = conf.x
y = conf.y
return (a - x) * (a - x) + b * (y - x * x) * (y - x * x)
if __name__ == "__main__":
if len(sys.argv) != 2:
print("config file required")
exit(1)
config = BasicConfig().load(sys.argv[1])
val = rosenbrock(config)
print_result(val)
def aup_wrapper(config):
res = func(x=config['x'])
print_result(res)
