from .base_options import BaseOptions


class TrainOptions(BaseOptions):
    """This class includes training options.

    It also includes shared options defined in BaseOptions.
    """

    def initialize(self, parser):
        parser = BaseOptions.initialize(self, parser)
        # visdom and HTML visualization parameters

        # network saving and loading parameters
        parser.add_argument('--phase', type=str, default='train', help='train, val, test, etc')

        # training parameters
        parser.add_argument('--epochs', type=int, default=10000, help='number of epochs')
        parser.add_argument('--lr', type=float, default=0.001, help='initial learning rate for adam')
        parser.add_argument('--mod', type=str, default='mod2', help='chooses which dataset model for train. mod1....')

        self.isTrain = True
        return parser