Hi Hiroshi, 2014-12-20 3:31 GMT+00:00 Hiroshi Yamashita <y...@bd.mbn.or.jp>: > > But it looks playing strength is similar to Clark's CNN. >
Against GnuGo our 12-layer CNN is about 300 Elo stronger (97% winning rate against 86% based one the same KGS games). Against Fuego using their time setting (10 sec per move on 2 threads) our CNN scored about 30%. To precisely compare with their results, we also ran 6 sec per move (since our CPU is faster) and got 20-25% (against their 12%). So, our network is clearly much stronger. > MCTS with CNN is interesting. But CNN (0 playout) vs 10000 playout is 67% > seems small. Maybe playout is weak? I'm curious if playout uses CNN. > MCTS + CNN (10k playouts) scored 67% against CNN alone. Yes the playout is still very simple. > In page 6, "approximately 5,000 rollouts per move" > Christopher Clark's CNN used Fuego with 10 seconds a move, 2 threads on > an Intel i7-4702MQ. So maybe it is about 40,000 rollouts per move. > Thanks for the information. I'll verify that again. Aja
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