def __init__(self, depth, size, tt_file_name=None, count=1, mutation_rate=1e-2, best_percent=0.2, gene_size=7):
self.count = count
self.genes = None
self.mutation_rate = mutation_rate
self.best_percent = best_percent
self.depth = depth
self.size = size # Board size
self.gene_size = gene_size
self.tt_file_name = tt_file_name
try:
self.tt = TT.fromfile(self.tt_file_name)
print("Loaded TT")
except Exception as e:
print("TT could not be found in memory")
self.tt = TT()
depth = 4
NUM_PLAYERS = 30
SIZE = 5
NUM_GAMES_EACH = 1 # has to be odd number
MIN_WALL_SCORE_BOUND = 1
MAX_WALL_SCORE_BOUND = 2
players_list = []
wall_scores = np.linspace(MIN_WALL_SCORE_BOUND, MAX_WALL_SCORE_BOUND, NUM_PLAYERS)
player_scores = [0] * NUM_PLAYERS
for i in range(NUM_PLAYERS):
try:
str = f'TT_folder/size5/TT_depth{depth}/wall_score_{wall_scores[i]}.data'
tt_loaded = TT.fromfile(str)
players_list.append(Negamax(depth, tt=tt_loaded))
print("loaded")
except Exception as x:
print(f"i dont have {wall_scores[i]} in memory")
players_list.append(Negamax(depth, tt=TT()))
start_time = time.time()
#score_func consideres both player1 and player2!!! not only one player
for i1, player1 in enumerate(players_list):
for i2, player2 in enumerate(players_list):
if player1 == player2:
continue
curr_time = time.time()
players = [players_list[i1], players_list[i2]]
for j in range(NUM_GAMES_EACH):