def __init__(self):
self.oracle = None
self.generator = None
self.discriminator = None
self.discriminator_new = None
self.gen_data_loader = None
self.dis_data_loader = None
self.dis_train_data_loader = None
self.dis_valid_data_loader = None
self.oracle_data_loader = None
self.fake_data_loader = None
self.valid_data_loader = None
self.test_data_loader = None
self.sess = init_sess()
self.metrics = list()
self.epoch = 0
self.log = None
self.reward = None
# temp file
self.oracle_file = None
self.generator_file = None
self.text_file = None
self.test_file = None
self.valid_file = None
# pathes
self.output_path = None
self.save_path = None
self.summary_path = None
# dict
self.wi_dict = None
self.iw_dict = None
self.sequence_length = None
self.vocab_size = None
def __init__(self):
self.generator = None
self.discriminator = None
self.gen_data_loader = None
self.dis_data_loader = None
self.sess = init_sess()
self.metrics = list()
self.epoch = 0
self.pre_epoch_num = 80
self.adversarial_epoch_num = 100
self.log = None
self.reward = None
self.saver = None
def __init__(self):
self.oracle = None
self.generator = None
self.discriminator = None
self.gen_data_loader = None
self.dis_data_loader = None
self.oracle_data_loader = None
self.sess = init_sess()
self.metrics = list()
self.epoch = 0
self.pre_epoch_num = 80
self.adversarial_epoch_num = 100
self.log = None
self.reward = None
def __init__(self):
self.oracle = None
self.generator = None
self.discriminator = None
self.gen_data_loader = None
self.dis_data_loader = None
self.oracle_data_loader = None
self.sess = init_sess()
self.metrics = list()
self.epoch = 0
self.log = None
self.reward = None
self.oracle_file = None
self.generator_file = None
self.test_file = None
self.log_file = None
def __init__(self):
self.oracle = None
self.generator = None
self.discriminator = None
self.gen_data_loader = None
self.dis_data_loader = None
self.oracle_data_loader = None
self.sess = init_sess()
self.metrics = list()
self.epoch = 0
self.pre_epoch_num = 80
self.adversarial_epoch_num = 100
self.log = None
self.reward = None
self.oracle_file = 'save/oracle.txt'
self.generator_file = 'save/generator.txt'
self.test_file = 'save/test_file.txt'
self.csv_file = 'type_experiment_log.csv'
def __init__(self):
"""
- oracle/generator/discriminator three sub-module
- oracle/generator/discriminator data loader
-
"""
self.oracle = None
self.generator = None
self.discriminator = None
self.gen_data_loader = None
self.dis_data_loader = None
self.oracle_data_loader = None
self.sess = init_sess()
self.metrics = list()
self.epoch = 0
self.pre_epoch_num = 80
self.adversarial_epoch_num = 100
self.log = None
self.reward = None
def __init__(self):
self.generator = None
self.discriminator = None
self.discriminator_d1 = None
#data load
self.train_data_loader = None
self.valid_data_loader = None
self.test_data_loader = None
self.fake_data_loader = None
self.dis_train_data_loader = None
self.dis_valid_data_loader = None
# temp file
self.generator_file_pkl = None
self.generator_test_file = None
self.generator_valid_file = None
self.text_file = None
# pathes
self.output_path = None
self.save_path = None
self.summary_path = None
# dict
self.wi_dict = None
self.iw_dict = None
#common
self.sequence_length = None
self.vocab_size = None
self.sess = init_sess()
self.metrics = list()
self.log = None
self.epoch = 0
self.total_num = 0
self.keep_num = 0
self.filt_num = 0
#generate num
self.num_generate_train = None
#train pkl file
self.train_code = None
self.valid_code = None
self.test_code = None
def __init__(self):
self.oracle = None
self.generator = None
self.discriminator = None
self.gen_data_loader = None
self.dis_data_loader = None
self.oracle_data_loader = None
self.sess = init_sess()
self.metrics = list()
self.epoch = 0
self.log = None
self.reward = None
# temp file
self.oracle_file = None
self.generator_file = None
self.test_file = None
# pathes
self.output_path = None
self.save_path = None
self.summary_path = None
# dict
self.wi_dict = None
self.iw_dict = None