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LeelaFish is a modified version of the Lc0 engine that gets help from an outside (auxiliary) engine. Leela uses the AuxEngine's PV to boost the Policy of those moves.

https://github.com/killerducky/lc0/wiki/LeelaFish

Gui: Chessbase/ Fritz
OS: Windows Pro 64
System: i7-4790 CPU @ 3060GHz : 32 GB Ram : 2x GTX 1060
AuxEngine: Stockfish 10 64bit BMI
AuxEngineOptions: Hash=1024;Threads=2

[pgn] [Event "Rated game, 60m+15s"] [Site "Engine Room"] [Date "2019.02.19"] [Round "?"] [White "Karl-HeinzFischer, Eman 3.22 64-bit BM"] [Black "NYTed, Lc0 v0.21.0-Fish 32"] [Result "1/2-1/2"] [ECO "E15"] [WhiteElo "2505"] [BlackElo "2507"] [Annotator "0.64;0.25"] [PlyCount "259"] [EventDate "2019.02.19"] [SourceTitle "playchess.com"] [TimeControl "3600+15"] {Eman 3.22 64-bit BMI2 (8 threads): 50.2 plies; 12,254kN/s Intel(R) Core(TM) i7-7700K CPU @ 4.20GHz 4200MHz, (4 cores, 8 threads), Perfect2018.ctg, 16384 MB } 1. d4 {B 0} Nf6 {B 0} 2. c4 {B 0} e6 {B 0} 3. Nf3 {B 0} b6 {B 0} 4. g3 {B 0} Ba6 {B 0} 5. b3 {B 0} Bb4+ {B 0} 6. Bd2 {B 0} Be7 {B 0} 7. Bg2 {B 0} c6 {B 0} 8. Bc3 {B 0} d5 {B 0} 9. Ne5 {B 0} Nfd7 {0.25/12 52} 10. Nxd7 {B 0} Nxd7 { 0.28/14 53} 11. Nd2 {B 0} O-O {0.30/13 146} 12. O-O {B 0} Rc8 {0.29/13 10} 13. e4 {B 0 (Rc1)} b5 {0.26/16 118} 14. Re1 {B 0} dxc4 {0.38/18 209} 15. bxc4 {B 0} bxc4 {0.38/26 2} 16. Qa4 {B 0} Bb5 {0.40/23 7} 17. Qc2 {B 0} Ba6 {0.42/19 231} 18. Qa4 {0.64/39 474 (Bf1)} Bb5 {0.39/14 64} 19. Qc2 {0.47/35 65} Ba6 {0.45/14 1 (a5)} 20. a4 {0.75/37 85 (Rad1)} Bg5 {0.44/14 291 (Dc7)} 21. Rad1 {0.69/32 40 (Bf1)} h6 {0.38/13 102 (Tb8)} 22. Bf1 {0.62/40 442} Bxd2 {0.51/16 1} 23. Qxd2 {0.40/38 86} Qc7 {0.53/16 1} 24. Qa2 {0.32/37 90} Rfd8 {0.56/16 15} 25. Bxc4 {0.66/40 258 (h4)} Bxc4 {0.48/19 199} 26. Qxc4 {0.63/41 9} Nb6 {0.50/20 73 (c5)} 27. Qa2 {0.75/44 333} c5 {0.57/25 1} 28. d5 {0.53/43 135} exd5 { 0.60/23 0} 29. a5 {0.62/44 141} d4 {0.63/20 1} 30. axb6 {0.58/42 103} axb6 { 0.63/21 2} 31. Ba1 {0.60/41 86 (Bb2)} b5 {0.31/17 445} 32. Qa6 {0.51/45 115 (e5)} Rb8 {0.17/14 186} 33. Rb1 {0.42/41 28 (e5)} Rd6 {0.06/14 154 (c4)} 34. Qa3 {0.23/38 113} Rdd8 {0.05/17 16} 35. Red1 {0.23/42 203 (Qa6)} Qb6 {0.05/14 154 (Ta8)} 36. Qb2 {0.69/41 334} Re8 {0.14/25 1 (Dc6)} 37. Qe2 {0.33/43 343} Red8 {0.15/27 1} 38. Qb2 {0.33/40 27 (e5)} Re8 {0.08/13 244} 39. f3 {0.33/46 66 (Qc2)} Red8 {-0.09/11 305 (Te7)} 40. Kg2 {0.25/36 62} Rd7 {0.00/11 89 (Tb7)} 41. Qe2 {0.76/36 88} Ra7 {0.02/11 0 (Tbb7)} 42. Rd2 {0.73/32 18} Ra4 {0.25/10 205 (Ta6)} 43. Bb2 {0.87/34 34} Rd8 {0.28/10 48} 44. Rc1 {0.79/37 129 (e5)} Ra6 {0.31/10 79} 45. Kf1 {0.61/37 68 (Rcd1)} Ra7 {0.04/10 68} 46. Kg2 {0.51/35 9} Rad7 {0.17/10 85 (Ta6)} 47. Qf2 {0.55/39 45 (Rcd1)} Qa7 {0.07/10 51 (c4)} 48. Rcd1 {0.95/34 46} Qa6 {0.22/11 127} 49. Qe2 {0.88/42 0} Qc6 {0.29/10 46 (Db6)} 50. g4 {0.88/39 21 (h4)} Re8 {0.30/10 73 (Da6)} 51. Rc1 {0.88/40 27 (Rc2)} Red8 {0.34/11 47 (Db6)} 52. Qf2 {0.88/43 17} Qb6 {0.43/11 46} 53. h3 {0.97/39 7 (h4) } Qa7 {0.28/9 66 (Td6)} 54. Rcd1 {0.88/43 21} Qa6 {0.34/11 23 (Db6)} 55. Rc1 { 0.88/41 20 (Qe2)} Qa7 {0.34/11 62 (Db6)} 56. Rcd1 {0.88/46 20} Qa6 {0.36/12 8} 57. h4 {0.87/38 11 (Qe2)} b4 {0.25/13 46 (De6)} 58. Rc2 {0.77/41 33} c4 { 0.29/16 54} 59. Rxd4 {0.77/47 0} Rxd4 {0.31/14 22 (c3)} 60. Bxd4 {0.10/40 115} c3 {0.30/14 0} 61. Bxc3 {0.09/37 13} bxc3 {0.31/11 0} 62. Rxc3 {0.05/36 29} g6 {0.30/10 10 (Df6)} 63. Qc2 {0.77/43 24 (Rc2)} Qf6 {0.23/10 69} 64. Kh3 { 0.67/47 10} Qd4 {0.22/11 60 (Df4)} 65. Rc8 {0.77/47 14 (Qc1)} Rxc8 {0.22/11 23} 66. Qxc8+ {0.77/50 0} Kg7 {0.24/10 23} 67. Qc2 {0.77/51 0} Qg1 {0.24/9 31} 68. Qh2 {0.76/51 0 (Qd2)} Qe1 {0.19/9 32 (De3)} 69. Qe5+ {0.76/46 21} Kg8 {0.23/10 15 (Kh7)} 70. Qb8+ {0.76/49 17 (Qc5)} Kg7 {0.20/10 20 (Kh7)} 71. Qe5+ {0.76/51 20 (Qb6)} Kg8 {0.25/10 19 (Kh7)} 72. Qd4 {0.76/52 33} Qh1+ {0.36/11 11 (Kh7)} 73. Kg3 {0.76/1 0} Qe1+ {0.33/10 20} 74. Qf2 {0.57/45 7} Qc3 {0.32/9 10} 75. Kg2 {0.57/48 6} Kg7 {0.32/8 35 (Kf8)} 76. Qe2 {0.27/46 20} Qf6 {0.36/8 15 (Kf8) } 77. Qe1 {0.18/47 40} Qb2+ {0.38/8 9 (Kh7)} 78. Kh3 {0.18/48 43 (Qf2)} Qd4 { 0.31/8 23 (Db3)} 79. Kg2 {0.18/51 14} g5 {0.32/8 19 (Db2+)} 80. h5 {0.76/56 20 (Qf2)} Qb2+ {0.21/7 14} 81. Qf2 {0.76/58 0} Qc3 {0.20/7 17} 82. Kg3 {0.76/60 2 (Qe2)} Qe5+ {0.19/8 14 (Dc7+)} 83. Kg2 {0.76/60 13} Qc3 {0.17/8 12} 84. Qe2 { 0.76/58 8 (Qa2)} Qc1 {0.23/8 17} 85. Kf2 {0.76/58 0} Qc5+ {0.20/8 14 (Dc3)} 86. Kg2 {0.76/62 15} Qe5 {0.20/8 25 (Dc3)} 87. Qd2 {0.76/64 21 (Kh3)} Qc5 {0.22/8 10 (De6)} 88. Qb2+ {0.76/58 15} Kg8 {0.19/9 6 (Kh7)} 89. Kh2 {0.57/57 38 (Qe2)} Qe3 {0.13/8 24 (Kh7)} 90. Kg2 {0.56/58 14} Qc5 {0.15/9 21} 91. Kf1 {0.56/55 0 (e5)} Qc7 {0.12/8 11 (Kh7)} 92. Qf2 {0.00/61 77 (Qb3)} Qc1+ {0.19/8 16 (Dc3)} 93. Qe1 {0.00/60 11 (Kg2)} Qa3 {0.17/8 12 (Db2)} 94. Kf2 {0.00/58 13 (Qe2)} Qc5+ {0.20/8 16 (Db2+)} 95. Kg2 {0.00/60 12 (Kg3)} Qb5 {0.23/7 17 (Dd4)} 96. Qc3 {0.00/59 22 (e5)} Qe2+ {0.17/8 19} 97. Kg3 {0.00/67 0} Qf1 {0.22/9 10} 98. Qd4 {0.00/68 22 (Qe3)} Qe1+ {0.18/9 20} 99. Kg2 {0.00/72 45} Qe2+ {0.17/10 0} 100. Qf2 {0.00/73 15} Qd3 {0.18/9 10 (Dxf2+)} 101. Qb2 {0.00/65 12 (e5)} Qe3 { 0.15/9 28 (Dd1)} 102. Qb8+ {0.00/62 24 (Qf2)} Kg7 {0.16/10 16 (Kh7)} 103. Qe5+ {0.00/68 10 (Qb2+)} Kg8 {0.15/10 20} 104. Qe8+ {0.00/65 29 (Qb8+)} Kg7 { 0.11/9 7} 105. Qe5+ {0.00/68 3 (Qb5)} Kg8 {0.10/9 14} 106. Qb5 {0.00/64 0 (Qf6) } Kg7 {0.14/9 22} 107. Qc4 {0.00/66 34 (Qb4)} Qe1 {0.18/8 18 (Kg8)} 108. Qd3 { 0.00/64 10 (Qb5)} Kg8 {0.16/8 11} 109. Qb5 {0.00/67 2 (Qc2)} Qd2+ {0.08/9 14 (Kg7)} 110. Kg3 {0.00/64 11 (Kf1)} Qe1+ {0.04/9 13 (Df4+)} 111. Kg2 {0.00/63 12 } Qd2+ {0.05/9 13} 112. Kf1 {0.00/65 3} Qc3 {0.11/9 15 (Df4)} 113. Kf2 { 0.00/61 12 (Qe2)} Qd2+ {0.15/8 17 (Dd4+)} 114. Qe2 {0.00/66 16} Qd4+ {0.19/8 18 } 115. Ke1 {0.00/64 0 (Qe3)} Qg1+ {0.11/8 13} 116. Kd2 {0.00/61 0} Qd4+ { 0.11/8 14} 117. Qd3 {0.00/62 38 (Kc2)} Qf2+ {0.15/9 19} 118. Kc1 {0.00/62 46 (Kc3)} Kg7 {0.11/8 14 (Dc5+)} 119. Qc3+ {0.00/54 11} Kg8 {0.12/10 6} 120. Qf6 { 0.00/60 13 (e5)} Qe1+ {0.14/9 30 (Df1+)} 121. Kb2 {0.00/61 11 (Kc2)} Qb4+ { 0.11/9 14 (Dd2+)} 122. Kc2 {0.00/65 26} Qa4+ {0.13/10 13 (Dc4+)} 123. Kd2 { 0.00/63 15} Qb4+ {0.17/10 9 (Da2+)} 124. Ke2 {0.00/66 11} Qc4+ {0.17/10 22} 125. Kd2 {0.00/68 24 (Ke3)} Qa2+ {0.14/9 13 (Db4+)} 126. Ke3 {0.00/72 31 (Kd3)} Qb3+ {0.14/9 17} 127. Kf2 {0.00/70 0 (Ke2)} Qc2+ {0.10/8 13} 128. Ke1 {0.00/72 9 (Kg3)} Qc1+ {0.04/5 13} 129. Kf2 {0.00/74 41 (Ke2)} Qd2+ {0.00/3 16} 130. Kg1 {0.00/127 0 (Kf1)} 1/2-1/2 [/pgn]

Which engine is this Eman? It's topping same rating lists in PlayChess! SF clone?

Jouni wrote: ↑Tue Feb 19, 2019 3:01 pm Which engine is this Eman? It's topping same rating lists in PlayChess! SF clone?

That is the theory that I subscribed to. I believe it is a Stockfish clone. Maybe someone else will correct me If I am wrong.

Why not let Leela play until there are X pieces left and then let Stockfish take over?
No need for an A/B veto early-middle game.

Jouni wrote: ↑Tue Feb 19, 2019 3:01 pm Which engine is this Eman? It's topping same rating lists in PlayChess! SF clone?

http://eman.zohosites.com/

It seems that this Hybrid works only with GPU (CUDA). Right?

Eduard wrote: ↑Tue Feb 19, 2019 5:34 pm It seems that this Hybrid works only with GPU (CUDA). Right?

I have not tried it with CPU, but I would think that it should work with the CPU version. On second thought, I think you are right. Only Cuda binary.

AdminX wrote: ↑Tue Feb 19, 2019 2:52 pm

LeelaFish is a modified version of the Lc0 engine that gets help from an outside (auxiliary) engine. Leela uses the AuxEngine's PV to boost the Policy of those moves.

https://github.com/killerducky/lc0/wiki/LeelaFish

With default settings and SF10 auxiliary on 1 thread, +40 Elo points to pure Lc0 with t30 and t40 nets at bullet TC. Much better tactically. With late t30 nets, strongest engine on my PC.

Well ... it was only a matter of time that someone did the obvious. Kudos to whoever did that!

Laskos wrote: ↑Tue Feb 19, 2019 6:40 pm

AdminX wrote: ↑Tue Feb 19, 2019 2:52 pm

LeelaFish is a modified version of the Lc0 engine that gets help from an outside (auxiliary) engine. Leela uses the AuxEngine's PV to boost the Policy of those moves.

https://github.com/killerducky/lc0/wiki/LeelaFish

With default settings and SF10 auxiliary on 1 thread, +40 Elo points to pure Lc0 with t30 and t40 nets at bullet TC. Much better tactically. With late t30 nets, strongest engine on my PC.

Pity aux engine threads are done in a clumsy way, instead of launching a separate instance of SF for each node on a different thread coz each instance of SF will use very little memory due to low hash requirements of SF search, it launches low-depth SMP SF search that is highly inefficient.