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22 changes: 19 additions & 3 deletions search/uct.py
Original file line number Diff line number Diff line change
Expand Up @@ -67,9 +67,24 @@ def get_best_move(root):
score = int(round(cp(node.Q()),0))
return bestmove, node, score

def getBest(node):
bestmove, node = max(node.children.items(), key=lambda item: (item[1].number_visits, item[1].Q()))
return bestmove, node

def send_info(send, bestmove, count, delta, score):
if send != None:
send("info depth 1 seldepth 1 score cp {} nodes {} nps {} pv {}".format(score, count, int(round(count/delta, 0)), bestmove))
send("info depth {} seldepth 1 score cp {} nodes {} nps {} pv {}".format(bestmove[1], score, count, int(round(count/delta, 0)), bestmove[0]))

def pv(root):
d = 0
pv = ""
current = root
while current.is_expanded:
d += 1
bestmove, node = getBest(current)
pv += bestmove + " "
current = node
return pv, d

def UCT_search(board, num_reads, net=None, C=1.0, verbose=False, max_time=None, tree=None, send=None):
if max_time == None:
Expand All @@ -93,7 +108,7 @@ def UCT_search(board, num_reads, net=None, C=1.0, verbose=False, max_time=None,
if (delta - delta_last > 5):
delta_last = delta
bestmove, node, score = get_best_move(root)
send_info(send, bestmove, count, delta, score)
send_info(send, pv(root), count, delta, score)

if (time != None) and (delta > max_time):
break
Expand All @@ -102,7 +117,8 @@ def UCT_search(board, num_reads, net=None, C=1.0, verbose=False, max_time=None,
if send != None:
for nd in sorted(root.children.items(), key= lambda item: item[1].number_visits):
send("info string {} {} \t(P: {}%) \t(Q: {})".format(nd[1].move, nd[1].number_visits, round(nd[1].prior*100,2), round(nd[1].Q(), 5)))
send("info depth 1 seldepth 1 score cp {} nodes {} nps {} pv {}".format(score, count, int(round(count/delta, 0)), bestmove))
pa, d = pv(root)
send("info depth {} seldepth 1 score cp {} nodes {} nps {} pv {}".format(d, score, count, int(round(count/delta, 0)), pa[0]))

# if we have a bad score, go for a draw
return bestmove, score