"""
TRAIN GANOMALY

. Example: Run the following command from the terminal.
    run train.py                             \
        --model ganomaly                        \
        --dataset UCSD_Anomaly_Dataset/UCSDped1 \
        --batchsize 32                          \
        --isize 256                         \
        --nz 512                                \
        --ngf 64                               \
        --ndf 64
"""


##
# LIBRARIES
from __future__ import print_function

from options import Options
from lib.data import load_data
from lib.model import Ganomaly

# ##
# def main():
#     """ Training
#     """

#     ##
#     # ARGUMENTS
#     opt = Options().parse()

#     ##
#     # LOAD DATA
#     dataloader = load_data(opt)

#     ##
#     # LOAD MODEL
#     model = Ganomaly(opt, dataloader)

#     ##
#     # TRAIN MODEL
#     model.train()

# if __name__ == '__main__':
#     main()

##
# ARGUMENTS
opt = Options().parse()

##
# LOAD DATA
dataloader = load_data(opt)

##
# LOAD MODEL
model = Ganomaly(opt, dataloader)

##
# TRAIN MODEL
model.train()