Running Zen on Computer Clusters

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1 Ze 1 1 Ze,,, MPI, HPC, MPI,, PC LAN AN,, Ru Ze o Compur Clusrs Hideki Kato 1 ad Ikuo Takeuchi 1 e have implemed a etwork pallelism o Ze. Less tha oe thousad les are added or modified. Coarse root pallel arithm which curret almost all etwork pallel MCTS proms are us is used. MPI is, however, ot used our implemetatio. This alws our prom ca ru o the compur clusrs cosist of a mixture of board servers, persoal compurs ad ame cosoles. By various reasos, the performace is ot measured. 1. Mo-Car tree search; MCTS, HPC MoGo ( MoGoTita 1 2 1,2,, 5 Compur Olympiad Pampa 19 Ze HPC PC 2,, 2,, 4, 5, 6 1 The Departmet of Creative Iformatics, The Gdua School of Iformatio Sciece ad Techoy, The Uiversity of Tokyo Huma-Compur Go Challees ( fo/h-c/dex.html MCTS T. Cazeave, sle-ru, multiple-rus, at-the-leaves MCTS, Il Petium4 PC 16 MPI 4 MPI S. Gelly 5 SMP MPI, MoGoTita, May Faces of Go D. Fotlad Compur Olympiad Beij 4 HPC, MCTS May Faces of Go, 9 19 M. Muëller6, Compur Olympiad Pampa 9 Fueo, Fueo May Faces of Go Fueo MoGoTita,, T. Cazeave 4 1

2 multiple-rus, G. Chast 7 root-pallelizatio, MPI, peer-to-peer, broadcast, multicast HPC PC MPI LAN, AN, Illiet Vehicle LAN,. 1 HA8 (HA8. MCTS (1 : (2 :,, HPC I/F, Giabit Etheret (GbE ( :, AN (4,,.,, MCTS, HPC, GbE PC, Ze, , HPC 2 HA8 (HA8. 1 HA8 952 Myri 1G CPU (1 ode 4 AMD quad core Opro (2. GHz Memory (1 ode 2 GB PC1 (1 cliet ad servers CPU: Q955/GHz (4 x 7.5 OS: Ubutu Lux 8.4 M/B: ASUS P5K-VM (G NIC: Il EXP9PT (PCI-Ex x1 Switch Allied Telesis GS98XL Switch delay: by PC (4 servers CPU: Q66/GHz ( x 9 OS: Ubutu Lux 8.4 M/B: ASUS P5DG2-S Pro (975X NIC: Il EXP9GT (PCI RTT: 159±22 1 kb PC PC2 (4 servers CPU: Q66/GHz ( x 9 OS: Ubutu Lux 8.4 M/B: ASUS P5K-VM (G NIC: Il EXP9PT (PCI-Ex x1 RTT: 154±2 1 kb PC4 (4 servers CPU: Q955/GHz (4 x 7.5 OS: Ubutu Lux 8.4 M/B: DFI LP JR P45-T2RS (P45 NIC: Il EXP9PT (PCI-Ex x1 RTT: 151±22 1 kb T2K, HA8 ( 1 1, PC 4 PC 4 GbE LAN ( 2 HA8 OS RedHat Lux, PC OS Ubutu Lux Ze dows C mycom.co.jp/articles/28/6/15/t2k/dex.html 2

3 Masr Repeat util quit Slave 1 Slave 2 Read GTP Repeat util quit Repeat util quit +8 aas GNU Go v.s. Time for a move (1 thread, 19 x 19 Sed the Receive GTP Receive GTP +7 HA8 (AMD Opro 2.GHz 16 thread HA8 (AMD Opro 2.GHz 1 thread Hadle Hadle Hadcft PC (Il Core2 GHz 1 thread Receive all reply Sed GTP reply Sed GTP reply ri majority 4 GTP Masr Repeat periodically Slave 1 Slave 2 +1 Start with emove Repeat forever Repeat forever Sed collect Collect root fo Collect root fo -1 Receive ad sum-up all fo Sed root fo Sed root fo -2 Sed total Receive total & upda root Receive total & upda root s.2s.s.5s 1.s 2.s 4.s.5s.1s Lo2 Time for a move (s, Lux, Lux, dows, C++ Boost asio,, MCTS ,, Ze 4 5, GTP,, ito/ito-lab/oui/oui.html 2 6 GNU Go (19. PC 1 /, 1 PC R ±2.2% (-2±15 E ±6.9% (+14±48 E, Ze TCP/IP peer-to-peer Peer-to-peer 1 UDP UDP, AN multicast IPv4 TCP,, IPv6 multicast, ( N 2 ; N 5. (, GNU Go,

4 Rat aas GNU Go ad Ze v.s. Time for a move (1 thread, 19 x Rat aas GNU Go v.s. Time for a move (1 thread, 9 x 9 +9 HA8 16 thread (GNU Go Hadcft PC (Il Core2 GHz 1 thread self-play Hadcft PC 4 thread (GNU Go +8 Lear (Hadcft PC (Il Core2 GHz 1 thread self-play +7 y = x R 2 = s.2s.5s.1s.2s -1 Lo2 Time for a move (s GNU Go (9..1s.s 1.s 2.s Lo2 Time for a move (s 7 Ze (19. Rat aas GNU Go ad Ze v.s. Time for a move (1 thread, 9 x 9 HA8 1 thread (Ze Lear (HA8 1 thread (Ze, (7 streth speedup, 1 16, GNU Go ( 6, E (, streth speedup, Ze Ze ( 7, 9., 19,, 1 E ( GNU Go., streth speedup, HA8, PC 9 2, streth speedup.1s Lo2 Time for a move (s y = 12.75x R 2 =.971.s.1s.s 1.s.s 9 6. Ze (9. Ze, PC HPC,, MCTS,, MPI, HPC 4

5 , MPI,, PC LAN AN,,,, T2K (HA8 Ze (29. service/ha8/. 9 va de Herik, H. J., Xu, X., Ma, Z. ad ads, M. H. M.(eds.: Compurs ad Games, 6th Iratioal Coferece, CG 28, Beij, Cha, Sepmber 29 - October 1, 28. Proceeds, Lecture Nos Compur Sciece, Vol.511, Sprer (28. 1 MC/UCT pp.2 29 ( Kato, H. ad Takeuchi, I.: Pallel Mo- Car Tree Search with Simulatio Servers, Proceeds of 1th Game Promm orkshop 28, IPSJ (28. Cazeave, T. ad Jouadeau, N.: O the Pallelizatio of UCT, Proceeds of the Compur Games orkshop 27 (CG 27 (vade Herik, J.H., Uirwijk, J.., ads, M. H. ad Schadd, M., eds., MICC Techical Report Series, No. 7-6, Uiversiit Maastricht, pp.9 11 (27. uiv-paris8.fr/ cazeave/palleluct.pdf. 4 Cazeave, T. ad Jouadeau, N.: A Pallel Mo-Car Tree Search Arithm, va de Herik et al. 9, pp Gelly, S., Hoock, J.-B., Rimmel, A., Teytaud, O. ad Kalemkaria, Y.: The Pallelizatio of Mo-Car Pla, ICINCO (28. PDF/ic8.pdf. 6 Müller, M.: Fueo at the Compur Olympiad Pampa 29: a Touramet Report, Techical report, Uiversity of Alberta, Dept. of Comput Sciece, TR9-9 ( TR9-9.pdf. 7 Chast, G.M., ads, M.H. ad vade Herik, J.H.: Pallel Mo-Car Tree Search, vade Herik et al. 9, pp uimaas.l/.chast/papers/pallelmcts.pdf. 8 HA8 5

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