ARGS.py

class DotDict(dict):
    """
    a dictionary that supports dot notation 
    as well as dictionary access notation 
    usage: d = DotDict() or d = DotDict({'val1':'first'})
    set attributes: d.val2 = 'second' or d['val2'] = 'second'
    get attributes: d.val2 or d['val2']
    """
    __getattr__ = dict.__getitem__
    __setattr__ = dict.__setitem__
    __delattr__ = dict.__delitem__


ARGS = DotDict({
    'numIters': 1000,
    'numEps': 100,              # Number of complete self-play games to simulate during a new iteration.
    'tempThreshold': 15,        #
    'updateThreshold': 0.6,     # During arena playoff, new neural net will be accepted if threshold or more of games are won.
    'maxlenOfQueue': 200000,    # Number of game examples to train the neural networks.
    'numMCTSSims': 25,          # Number of games moves for MCTS to simulate.
    'arenaCompare': 40,         # Number of games to play during arena play to determine if new net will be accepted.
    'cpuct': 1,
    'cexplo': 2,
    'checkpoint': './temp/',
    'load_model': False,
    'load_folder_file': ('/dev/models/8x100x50','best.pth.tar'),
    'maxHistory': 5,
    'batch_size': 8,
    'Episodes': 100,
    'Epochs': 20
})