add deepcopy for hash, add some testing

AlphaGo/game.py

@@ -90,7 +90,7 @@ class Game:
         evaluator = lambda state:self.model(role, state)
         mcts = MCTS(self.game_engine, evaluator, [latest_boards, color],
                     self.size ** 2 + 1, role=role, debug=self.debug, inverse=True)
-        mcts.search(max_step=5)
+        mcts.search(max_step=100)
         if self.debug:
             file = open("mcts_debug.log", 'ab')
             np.savetxt(file, mcts.root.Q, header="\n" + role + " Q value : ", fmt='%.4f', newline=", ")

AlphaGo/go.py

@@ -309,9 +309,9 @@ class Go:
                 liberty[reverse_color_ancestor_idx].remove(idx)
 
     def executor_do_move(self, history, history_hashtable, latest_boards, current_board, group_ancestors, liberty, stones, color, vertex):
-        print("===")
-        print(color, vertex)
-        print(group_ancestors, liberty, stones)
+        #print("===")
+        #print(color, vertex)
+        #print(group_ancestors, liberty, stones)
         if not self._rule_check(history_hashtable, current_board, group_ancestors, liberty, color, vertex):
             return False
         idx = self._flatten(vertex)
@@ -327,7 +327,7 @@ class Go:
             self._remove_liberty(idx, reverse_color_neighbor, current_board, group_ancestors, liberty, stones)
         history.append(copy.deepcopy(current_board))
         latest_boards.append(copy.deepcopy(current_board))
-        history_hashtable.add(tuple(current_board))
+        history_hashtable.add(copy.deepcopy(tuple(current_board)))
         return True
 
     def _find_empty(self, current_board):

AlphaGo/play.py

@@ -1,3 +1,4 @@
+from __future__ import division
 import argparse
 import sys
 import re
@@ -28,10 +29,13 @@ def play(engine, data_path):
     size = {"go": 9, "reversi": 8}
     show = ['.', 'X', 'O']
 
-    evaluate_rounds = 1
+    evaluate_rounds = 5
     game_num = 0
+    total_time = 0
+    f=open('time.txt','w')
     #while True:
     while game_num < evaluate_rounds:
+        start = time.time()
         engine._game.model.check_latest_model()
         num = 0
         pass_flag = [False, False]
@@ -77,6 +81,13 @@ def play(engine, data_path):
             cPickle.dump(data, file)
         data.reset()
         game_num += 1
+        
+        this_time = time.time() - start
+        total += this_time
+        f.write('time:'+ str(this_time)+'\n')
+    f.write('Avg time:' + str(total/evaluate_rounds))
+    f.close()
+    
 
 
 if __name__ == '__main__':