def add_batch_file(self):
player = Params.FIRST_PLAYER
i = 0
error_count = 0
while i < Params.NUMBER_GAMES_BATCH:
try:
b = HexBoard()
moves = []
w = 0
j = 0
expansions = []
rollouts = []
ended = []
start = time.time()
while w == 0:
m, infos = self.uct.next_turn(b, player)
expansions.append(infos["expansions"])
rollouts.append(infos["rollouts"])
ended.append(infos["ended"])
player = Params.get_next_player(player)
moves.append(m)
b.play_move(m)
b.find_if_winner(m)
w = b.winner()
j += 1
Params.ongoing()
end = time.time()
Params.end_ongoing()
Params.log(
"hex_coach.py", "Match : " + str(i + 1) + "/" +
str(Params.NUMBER_GAMES_BATCH) + " - " + str(end - start) +
" sec")
Params.log("hex_coach.py", "Winner : " + str(w))
Params.log("hex_coach.py",
"Moves (" + str(len(moves)) + ") : " + str(moves))
Params.log("hex_coach.py", "Expansions : " + str(expansions))
Params.log("hex_coach.py", "Rollouts : " + str(rollouts))
Params.log("hex_coach.py", "Ended : " + str(ended))
Params.log("hex_coach.py",
"Matrix : \n" + str(b.get_copy_matrix()))
args = {"player1": "cnn", "player2": "cnn", "winner": str(w)}
HexGameManager.write_add_format_advanced(
moves, args, Params.STANDARD_GAME_FILE)
i += 1
HexCoach.rii = Params.RII_PARAMETER * HexCoach.rii + (
1 - Params.RII_PARAMETER) * w
except Exception:
traceback.print_exc()
time.sleep(0.1)
Params.log("hex_coach.py", "Failure when creating game")
error_count += 1
if error_count >= Params.SAVING_FROM_CONVERGENCE_TO_ERROR:
raise ConvNetUnableToProduceGame