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run.py
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run.py
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import logging
logging.basicConfig(level=logging.INFO)
import cPickle as pickle
from argparse import ArgumentParser
from showdown_client import ShowdownClient, NeuralNetworkAgent
from deepx.nn import Vector, Repeat, Tanh, Softmax
def parse_args():
argparser = ArgumentParser()
argparser.add_argument('team')
argparser.add_argument('model')
argparser.add_argument('converter')
argparser.add_argument('--browser', default='firefox')
return argparser.parse_args()
if __name__ == "__main__":
args = parse_args()
with open(args.team) as fp:
team_text = fp.read()
with open(args.converter) as fp:
converter = pickle.load(fp)
net = Vector(converter.get_input_dimension()) >> Repeat(Tanh(1000), 2) >> Softmax(converter.get_output_dimension())
with open(args.model) as fp:
net.set_state(pickle.load(fp))
client = ShowdownClient(NeuralNetworkAgent(net, converter), browser=args.browser)
client.start()
client.choose_name('asdf141231232', 'onmabd')
client.mute()
client.teambuilder()
client.create_team(team_text, 'lopunny')
client.home()
client.select_battle_format('ou')
client.play(10)