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():
    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():
    # 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("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()