def start(self):
if self.model is None:
self.model = self.load_model()
self.buffer = []
idx = self.read_as_int(self.config.resource.self_play_game_idx_file) or 1
mtcs_info = None
while True:
start_time = time()
if mtcs_info is None and self.config.play.share_mtcs_info_in_self_play:
mtcs_info = ReversiPlayer.create_mtcs_info()
env = self.start_game(idx, mtcs_info)
end_time = time()
logger.debug(f"play game {idx} time={end_time - start_time} sec, "
f"turn={env.turn}:{env.board.number_of_black_and_white}:{env.winner}")
while True:
try:
if self.config.play.use_newest_next_generation_model:
reload_newest_next_generation_model_if_changed(self.model, clear_session=True)
else:
reload_best_model_weight_if_changed(self.model, clear_session=True)
break
except Exception as e:
logger.error(e)
if idx % self.config.play.reset_mtcs_info_per_game == 0:
logger.debug("reset MTCS info")
mtcs_info = None
idx += 1
with open(self.config.resource.self_play_game_idx_file, "wt") as f:
f.write(str(idx))
def try_reload_model(self):
try:
logger.debug("check model")
if self.config.play.use_newest_next_generation_model:
reload_newest_next_generation_model_if_changed(
self.model, clear_session=True)
else:
reload_best_model_weight_if_changed(self.model,
clear_session=True)
except Exception as e:
logger.error(e)
def start(self):
if self.model is None:
self.model = self.load_model()
self.buffer = []
idx = 1
while True:
start_time = time()
self.start_game(idx)
end_time = time()
logger.debug(f"play game {idx} time={end_time - start_time} sec")
if (idx % self.config.play_data.nb_game_in_file) == 0:
reload_best_model_weight_if_changed(self.model)
idx += 1
def start(self):
if self.model is None:
self.model = self.load_model()
self.buffer = []
idx = 1
mtcs_info = None
while True:
start_time = time()
if mtcs_info is None and self.config.play.share_mtcs_info_in_self_play:
mtcs_info = ReversiPlayer.create_mtcs_info()
env = self.start_game(idx, mtcs_info)
end_time = time()
logger.debug(
f"play game {idx} time={end_time - start_time} sec, "
f"turn={env.turn}:{env.board.number_of_black_and_white}:{env.winner}"
)
if self.config.play.use_newest_next_generation_model:
model_changed = reload_newest_next_generation_model_if_changed(
self.model, clear_session=True)
else:
model_changed = reload_best_model_weight_if_changed(
self.model, clear_session=True)
if model_changed:
mtcs_info = None
idx += 1
def start(self):
if self.model is None:
self.model = self.load_model()
self.buffer = []
idx = 1
while True:
start_time = time()
env = self.start_game(idx)
end_time = time()
logger.debug(
f"play game {idx} time={end_time - start_time} sec, "
f"turn={env.turn}:{env.board.number_of_black_and_white}:{env.winner}"
)
if True or (idx % self.config.play_data.nb_game_in_file) == 0:
if self.config.play.use_newest_next_generation_model:
reload_newest_next_generation_model_if_changed(
self.model, clear_session=True)
else:
if reload_best_model_weight_if_changed(self.model,
clear_session=True):
self.reset_false_positive_count()
idx += 1
