def main():
APPLIANCES = [
("a", ["fridge freezer", "fridge"], 512),
("b", "'coffee maker'", 512),
("c", "'dish washer'", 2000),
("d", "'hair dryer'", 256),
("e", "'kettle'", 256),
("f", "'oven'", 2000),
("g", "'toaster'", 256),
("h", "'light'", 2000),
("i", ["washer dryer", "washing machine"], 1504),
]
for experiment, appliance, seq_length in APPLIANCES[-1:]:
full_exp_name = NAME + experiment
func_call = init_experiment(PATH, "a", full_exp_name)
func_call = func_call[:-1] + ", {}, {})".format(appliance, seq_length)
logger = logging.getLogger(full_exp_name)
try:
net = eval(func_call)
run_experiment(net, epochs=None)
except KeyboardInterrupt:
logger.info("KeyboardInterrupt")
break
except Exception as exception:
logger.exception("Exception")
# raise
else:
del net.source
del net
gc.collect()
finally:
logging.shutdown()
def main():
APPLIANCES = [
('a', ['fridge freezer', 'fridge'], 512),
('b', "'coffee maker'", 512),
('c', "'dish washer'", 2000),
('d', "'hair dryer'", 256),
('e', "'kettle'", 256),
('f', "'oven'", 2000),
('g', "'toaster'", 256),
('h', "'light'", 2000),
('i', ['washer dryer', 'washing machine'], 1504)
]
for experiment, appliance, seq_length in APPLIANCES[-1:]:
full_exp_name = NAME + experiment
func_call = init_experiment(PATH, 'a', full_exp_name)
func_call = func_call[:-1] + ", {}, {})".format(appliance, seq_length)
logger = logging.getLogger(full_exp_name)
try:
net = eval(func_call)
run_experiment(net, epochs=5000)
except KeyboardInterrupt:
logger.info("KeyboardInterrupt")
break
except Exception as exception:
logger.exception("Exception")
# raise
else:
del net.source
del net
gc.collect()
finally:
logging.shutdown()
def main():
# EXPERIMENTS = list('abcdefghijklmnopqrstuvwxyz')
EXPERIMENTS = list('z')
for experiment in EXPERIMENTS:
full_exp_name = NAME + experiment
func_call = init_experiment(PATH, experiment, full_exp_name)
logger = logging.getLogger(full_exp_name)
try:
net = eval(func_call)
run_experiment(net, epochs=None)
except KeyboardInterrupt:
logger.info("KeyboardInterrupt")
break
except Exception as exception:
logger.exception("Exception")
def main():
EXPERIMENTS = list('a')
for experiment in EXPERIMENTS:
full_exp_name = NAME + experiment
func_call = init_experiment(PATH, experiment, full_exp_name)
logger = logging.getLogger(full_exp_name)
try:
net = eval(func_call)
run_experiment(net, epochs=None)
except KeyboardInterrupt:
logger.info("KeyboardInterrupt")
break
except Exception:
logger.exception("Exception")
# raise
finally:
logging.shutdown()
def main():
# EXPERIMENTS = list('abcdefghijklmnopqrstuvwxyz')
EXPERIMENTS = list('abcde')
for experiment in EXPERIMENTS:
full_exp_name = NAME + experiment
func_call = init_experiment(PATH, experiment, full_exp_name)
logger = logging.getLogger(full_exp_name)
try:
net = eval(func_call)
run_experiment(net, epochs=4000)
except KeyboardInterrupt:
logger.info("KeyboardInterrupt")
break
except Exception as exception:
logger.exception("Exception")
raise
finally:
logging.shutdown()
def main():
EXPERIMENTS = list('a')
for experiment in EXPERIMENTS:
full_exp_name = NAME + experiment
func_call = init_experiment(PATH, experiment, full_exp_name)
logger = logging.getLogger(full_exp_name)
try:
net = eval(func_call)
run_experiment(net, epochs=None)
except KeyboardInterrupt:
logger.info("KeyboardInterrupt")
break
except Exception as exception:
logger.exception("Exception")
# raise
else:
del net.source.train_activations
gc.collect()
finally:
logging.shutdown()
def main():
EXPERIMENTS = list("a")
for experiment in EXPERIMENTS:
full_exp_name = NAME + experiment
func_call = init_experiment(PATH, experiment, full_exp_name)
logger = logging.getLogger(full_exp_name)
try:
net = eval(func_call)
run_experiment(net, epochs=None)
except KeyboardInterrupt:
logger.info("KeyboardInterrupt")
break
except Exception as exception:
logger.exception("Exception")
# raise
else:
del net.source.train_activations
gc.collect()
finally:
logging.shutdown()
