OpenChess

[Event "reinforced experience data"]
[Site "WORKSTATION"]
[Date "2022.11.04"]
[Round "125"]
[White "1m+1s Eman 8.30 nn-ad9b42354671"]
[Black "5m+5s Stockfish 15.0 x64 BMI2"]
[Result "1/2-1/2"]
[BlackElo "2200"]
[ECO "B20"]
[Opening "Défense Sicilienne"]
[Time "01:25:09"]
[Variation "1.e4 c5"]
[WhiteElo "2200"]
[TimeControl "300+5"]
[Termination "adjudication"]
[PlyCount "177"]
[WhiteType "program"]
[BlackType "program"]

1. e4 c5 2. h4 Nc6 3. Nh3 Nf6 4. Nc3 e6 5. d3 d5 6. exd5 exd5 7. Bg5 Be7 8.
g3 Bg4 9. Be2 Bxe2 10. Qxe2 Nd4 11. Qd1 {-1.73/22 3} Qd7 {+1.35/36 22} 12.
Nf4 {-1.67/28 13} O-O-O {+1.37/37 11} 13. Kf1 {-1.81/28 20} Rhe8 {+1.54/35
39} 14. Bxf6 {-1.95/24 2} Bxf6 {+1.43/35 7} 15. Ncxd5 {-1.79/27 3} Be5
{+1.25/34 13} 16. Ne3 {-1.94/29 12} Bxf4 {+1.39/32 9} 17. gxf4 {-1.79/30 1}
Kb8 {+1.45/36 19} 18. Rc1 {-1.72/29 12} g6 {+1.45/36 12} 19. Qg4 {-1.64/24
0} Qa4 {+1.45/39 31} 20. Qg5 {-2.00/23 1} f5 {+1.38/40 22} 21. a3 {-2.00/24
0} Ne6 {+1.37/38 10} 22. Qg3 {-1.93/25 1} Ka8 {+1.26/33 11} 23. Nc4
{-1.72/24 0} Nd4 {+1.35/36 11} 24. Qg2 {-1.50/30 4} Nxc2 {+1.33/38 20} 25.
Rh3 {-1.74/22 0} Re6 {+1.20/41 18} 26. h5 {-1.61/25 1} Nd4 {+1.10/40 12}
27. Re3 {-1.66/22 0} Qb3 {+1.17/42 9} 28. Nd2 {-1.79/23 0} Qb5 {+1.19/39
15} 29. Nc4 {-2.01/26 0} gxh5 {+1.50/42 37} 30. Qg5 {-1.64/23 1} Rf8
{+1.36/38 5} 31. Qxh5 {-1.89/23 0} Qc6 {+1.51/41 11} 32. Rxe6 {-1.86/22 0}
Nxe6 {+1.42/40 11} 33. Ne5 {-1.43/22 1} Qd5 {+1.59/43 24} 34. Qf3 {-1.48/21
0} Qb3 {+1.48/40 8} 35. Nc4 {-1.61/20 0} Nd4 {+1.45/41 13} 36. Qd1
{-1.66/24 1} Qb5 {+1.16/39 12} 37. Qh5 {-1.85/21 1} Qc6 {+1.22/40 14} 38.
Na5 {-1.73/24 3} Qb5 {+1.03/39 32} 39. Nc4 {-1.66/22 0} Qd7 {+1.22/38 3}
40. Ne5 {-1.67/24 0} Qd5 {+1.10/37 2} 41. Qxh7 {-1.67/24 0} Rg8 {+1.12/39
13} 42. Qh3 {-1.47/23 0} a6 {+1.03/37 3} 43. Rc4 {-1.44/24 0} Nb3 {+1.23/33
1} 44. Rc2 {-1.38/23 1} Ka7 {+1.22/38 10} 45. Qf3 {-1.72/26 1} Qd6
{+1.35/37 6} 46. Qh3 {-1.49/20 0} Qd5 {+1.39/33 5} 47. Qf3 {-1.48/22 0} Qe6
{+1.10/33 4} 48. Qe3 {-1.40/23 0} Qb6 {+1.14/34 5} 49. f3 {-1.51/22 1} Qh6
{+1.20/30 0} 50. Rg2 {-1.51/19 0} Re8 {+1.01/32 1} 51. Rg5 {-1.48/19 0}
Qh3+ {+0.99/34 11} 52. Rg2 {-1.57/22 0} Qh6 {+0.86/31 3} 53. Rg5 {-1.47/21
1} Qh3+ {+0.89/30 1} 54. Rg2 {-1.53/22 0} Rg8 {+0.90/30 2} 55. Qg1
{-1.43/23 0} Rh8 {+0.87/30 4} 56. Qe3 {-1.36/23 0} Qh1+ {+0.67/31 9} 57.
Qg1 {-1.49/26 1} Qh3 {+0.73/28 1} 58. Qe3 {-1.38/23 0} Nd4 {+0.57/32 9} 59.
Ng6 {-1.56/30 3} Rc8 {+0.61/29 1} 60. Kf2 {-1.39/27 1} Ka8 {+0.57/30 3} 61.
Rg1 {-1.35/25 2} Qh7 {+0.69/29 9} 62. Rg2 {-1.46/19 0} Qf7 {+0.82/32 8} 63.
Ne5 {-1.58/22 0} Qf6 {+0.63/33 5} 64. Rh2 {-1.48/22 0} Qg7 {+0.73/26 1} 65.
Kf1 {-1.31/23 0} Qg3 {+0.63/30 3} 66. Rh1 {-1.19/24 0} Re8 {+0.56/31 7} 67.
Qd2 {-1.03/21 0} Qg8 {+0.50/33 1} 68. Kf2 {-0.71/21 0} Qd5 {+0.41/28 3} 69.
Rh6 {-1.19/31 3} Nb5 {+0.39/34 11} 70. Qe3 {-1.06/21 0} Nd4 {+0.37/29 0}
71. Qd2 {-1.12/26 0} Ne6 {+0.35/34 8} 72. Qe3 {-0.87/26 2} Ka7 {+0.31/31 1}
73. Rf6 {-0.85/23 1} Nd4 {+0.60/31 2} 74. Rh6 {-0.79/26 0} Re7 {+0.41/32 3}
75. Rh3 {-0.78/27 1} b6 {+0.30/32 3} 76. Qc1 {-0.71/20 0} Qb3 {+0.22/35 8}
77. Rh6 {-0.87/25 1} Kb7 {+0.11/30 3} 78. Rh8 {-0.72/24 1} Rg7 {+0.11/33 6}
79. Rh1 {-0.87/25 0} Nc2 {+0.08/34 5} 80. Rg1 {-0.75/24 0} Re7 {+0.04/35 1}
81. Rg5 {-0.75/26 1} Nd4 {0.00/34 2} 82. Rh5 {-0.67/23 0} Kc7 {0.00/36 3}
83. Rh6 {-0.62/26 1} Qd5 {0.00/42 3} 84. Qg1 {-0.12/24 0} Ne6 {0.00/51 3}
85. Qh2 {-0.08/23 0} Qd4+ {0.00/46 5} 86. Kf1 {-0.01/26 0} Qa4 {0.00/51 3}
87. Qh4 {0.00/33 0} Qd1+ {0.00/51 4} 88. Kf2 {0.00/39 0} Rg7 {0.00/53 13}
89. Rg6 {0.00/45 0 Adjugé par Arena} 1/2-1/2

[Event "reinforced experience data"]
[Site "WORKSTATION"]
[Date "2022.11.04"]
[Round "126"]
[White "5m+5s Stockfish 15.0 x64 BMI2"]
[Black "1m+1s Eman 8.30 nn-ad9b42354671"]
[Result "0-1"]
[BlackElo "2200"]
[ECO "B20"]
[Opening "Défense Sicilienne"]
[Time "01:40:26"]
[Variation "1.e4 c5"]
[WhiteElo "2200"]
[TimeControl "300+5"]
[Termination "normal"]
[PlyCount "256"]
[WhiteType "program"]
[BlackType "program"]

1. e4 c5 2. h4 Nc6 3. Nh3 Nf6 4. Nc3 e6 5. d3 d5 6. exd5 exd5 7. Bg5 Be7 8.
g3 Bg4 9. Be2 Bxe2 10. Qxe2 Nd4 11. Qd1 {-1.14/33 21} Qd7 {+1.33/27 3} 12.
Nf4 {-1.29/40 96} O-O-O {+1.73/25 3} 13. Kf1 {-1.26/33 7} Rhe8 {+1.55/31
24} 14. Bxf6 {-1.17/38 9} Bxf6 {+1.81/27 2} 15. Ncxd5 {-1.37/35 10} Be5
{+2.08/26 3} 16. Ne3 {-1.18/35 8} Bxf4 {+1.77/29 6} 17. gxf4 {-1.27/37 8}
Kb8 {+1.82/27 2} 18. Rc1 {-1.22/35 22} a6 {+2.10/30 17} 19. Qh5 {-0.96/29
7} Qc7 {+1.73/22 1} 20. Rh3 {-1.09/32 16} g6 {+2.11/26 5} 21. Qg5 {-1.13/35
9} Ka7 {+2.24/24 3} 22. Qg3 {-1.42/35 28} Qa5 {+1.86/27 1} 23. Nc4
{-1.40/38 33} Qb5 {+2.16/26 1} 24. Qh2 {-1.28/32 24} Qd7 {+1.87/26 2} 25.
Re3 {-1.14/30 10} Nf5 {+2.27/18 0} 26. b3 {-1.21/31 9} Nxe3+ {+2.38/18 0}
27. fxe3 {-1.15/33 6} b5 {+2.19/20 0} 28. Ne5 {-1.10/35 11} Qe6 {+1.81/24
1} 29. Qg2 {-0.98/36 35} Rd6 {+1.75/18 0} 30. e4 {-1.07/34 8} f6 {+1.79/20
0} 31. Nf3 {-1.16/35 6} c4 {+1.94/21 0} 32. bxc4 {-1.36/35 28} bxc4
{+2.09/22 1} 33. Qe2 {-1.08/30 6} Rb6 {+2.04/23 0} 34. Qe3 {-1.17/30 4} Kb8
{+1.73/22 2} 35. Nd2 {-0.96/29 12} cxd3 {+2.09/21 0} 36. cxd3 {-1.06/33 4}
Rb4 {+1.91/21 1} 37. Rc3 {-1.22/31 16} Re7 {+2.15/22 1} 38. Nb3 {-1.09/26
6} Qg4 {+1.94/21 1} 39. Rc6 {-0.99/29 1} Re6 {+2.02/23 0} 40. Rxe6
{-0.84/29 2} Qxe6 {+2.00/25 0} 41. Qc5 {-1.01/31 2} Qh3+ {+1.85/25 0} 42.
Ke2 {-1.01/32 4} Qg4+ {+1.78/26 1} 43. Kd2 {-1.17/34 4} Qxf4+ {+1.66/26 0}
44. Kd1 {-1.08/34 5} Qg4+ {+1.50/28 3} 45. Kd2 {-1.27/35 4} Qf4+ {+1.42/24
0} 46. Kd1 {-1.08/34 3} Rb5 {+1.80/28 2} 47. Qf8+ {-1.29/35 15} Ka7
{+1.81/20 0} 48. Qe7+ {-1.16/29 2} Rb7 {+1.75/24 0} 49. Qc5+ {-1.33/31 6}
Ka8 {+1.77/24 0} 50. Qc8+ {-1.44/29 2} Qb8 {+1.90/26 1} 51. Qc6 {-1.32/35
3} Qc7 {+1.81/22 0} 52. Qxf6 {-1.36/32 2} Qb6 {+2.08/20 0} 53. Qf4
{-1.16/32 4} Qb5 {+2.15/20 0} 54. Qf8+ {-1.17/32 2} Ka7 {+1.78/23 1} 55.
Qf2+ {-1.28/28 3} Qb6 {+1.99/23 1} 56. Qg3 {-1.27/35 21} a5 {+1.92/15 0}
57. Nd2 {-0.88/22 1} Rc7 {+1.95/20 0} 58. d4 {-0.82/24 1} a4 {+2.06/22 2}
59. d5 {-0.86/30 5} Kb7 {+2.11/18 0} 60. Qd3 {-1.51/29 6} Kc8 {+2.34/18 0}
61. Ke2 {-1.89/30 11} Qd6 {+2.51/20 0} 62. Kd1 {-2.09/28 3} Qb6 {+2.19/23
2} 63. Qf3 {-2.09/26 4} Qb2 {+2.52/19 0} 64. Ke2 {-3.10/25 6} Qb4 {+2.38/21
1} 65. Qf6 {-2.55/25 6} Kb7 {+2.60/19 0} 66. a3 {-2.64/24 1} Qxa3 {+3.14/24
0} 67. d6 {-3.66/25 6} Rc6 {+3.67/21 0} 68. Qf7+ {-4.06/24 3} Ka6 {+4.11/19
0} 69. d7 {-4.34/26 7} Rd6 {+4.28/20 1} 70. Qc4+ {-4.45/20 1} Kb6 {+4.50/20
0} 71. Qc2 {-4.46/24 2} Qc5 {+4.86/21 0} 72. Qxa4 {-4.63/20 2} Kc7
{+4.98/21 0} 73. Nf3 {-4.63/24 2} Rxd7 {+4.97/20 0} 74. e5 {-5.58/27 14}
Qd5 {+6.04/22 1} 75. Qa7+ {-6.08/24 3} Kc8 {+6.46/21 0} 76. Qa6+ {-6.36/25
3} Kb8 {+6.86/22 1} 77. Qa3 {-6.60/27 9} Rf7 {+6.99/22 0} 78. h5 {-7.77/22
3} gxh5 {+7.29/21 1} 79. Qe3 {-8.83/22 6} Qc4+ {+7.59/19 0} 80. Kf2
{-8.50/17 1} Rf4 {+8.36/19 0} 81. Qd2 {-12.00/25 8} Kc8 {+10.13/21 1} 82.
e6 {-9.20/15 0} Qc5+ {+11.89/17 0} 83. Kg2 {-18.95/20 6} Rg4+ {+15.28/17 0}
84. Kh1 {-52.38/20 5} Qc6 {+21.88/17 0} 85. Qf2 {-63.68/29 2} Re4
{+100.00/27 0} 86. Kh2 {-152.48/45 4} Rxe6 {+100.00/32 0} 87. Nd4
{-152.52/49 1} Qc5 {+100.00/40 0} 88. Qf4 {-152.54/42 5} Rg6 {+100.00/44 0}
89. Qe3 {-152.59/51 5} Qd6+ {+100.00/42 2} 90. Kh1 {-152.57/46 2} Qd5+
{+100.00/45 3} 91. Nf3 {-152.59/57 3} Qc6 {+100.00/54 0} 92. Qd3
{-152.60/53 2} Qc1+ {+100.00/44 0} 93. Kh2 {-152.61/56 2} Qb2+ {+100.00/47
0} 94. Nd2 {-152.62/54 8} Qe5+ {+100.00/50 0} 95. Kh3 {-152.63/59 12} Qe6+
{+100.00/51 1} 96. Kh2 {-152.64/59 1} Qd6+ {+100.00/52 0} 97. Qxd6
{-152.65/74 12} Rxd6 {+100.00/61 0} 98. Nf3 {-152.65/28 3} Kd8 {+100.00/22
1} 99. Kg3 {-152.65/46 4} Rd3 {+100.00/17 0} 100. Kf4 {-152.65/40 3} Ke7
{+100.00/19 0} 101. Ne1 {-152.65/40 8} Rd1 {+100.00/19 0} 102. Nf3 {-M32/38
5} Kf6 {+100.00/20 0} 103. Ng5 {-M29/34 1} Rf1+ {+100.00/18 0} 104. Nf3
{-M22/48 1} Ra1 {+100.00/20 1} 105. Kg3 {-M21/59 2} Ra4 {+100.00/23 2} 106.
Nh4 {-M20/59 2} Rg4+ {+100.00/29 0} 107. Kh3 {-M21/68 3} Kg5 {+100.00/34 1}
108. Nf3+ {-M21/66 2} Kf5 {+100.00/34 0} 109. Nh4+ {-M20/69 2} Kf4 {+M29/36
1} 110. Ng2+ {-M19/68 4} Kg5 {+M26/33 0} 111. Ne1 {-M18/48 4} Ra4 {+M22/38
0} 112. Nf3+ {-M15/79 4} Kf5 {+M18/39 0} 113. Nh4+ {-M16/70 5} Kf4 {+M17/49
0} 114. Ng2+ {-M15/81 3} Kg5 {+M16/56 0} 115. Ne1 {-M14/86 4} Ra3+ {+M14/44
0} 116. Kg2 {-M13/79 4} h4 {+M13/53 0} 117. Nf3+ {-M12/84 3} Kf4 {+M12/61
0} 118. Nxh4 {-M11/95 5} Kg4 {+M11/57 0} 119. Kf1 {-M10/89 15} Kxh4
{+M10/60 0} 120. Ke2 {-152.65/7 3} Kg4 {+M9/56 0} 121. Kf2 {-152.65/8 4}
Rf3+ {+M8/70 1} 122. Ke1 {-M7/245 3} h5 {+M7/85 1} 123. Kd1 {-M6/238 3} h4
{+M6/77 1} 124. Kc1 {-M5/245 3} h3 {+M5/81 1} 125. Kc2 {-M4/241 3} h2
{+M4/87 1} 126. Kd2 {-M3/228 3} h1=Q {+M3/63 0} 127. Ke2 {-M2/215 3} Qg2+
{+M2/69 1} 128. Kd1 {-M1/237 3} Rf1# {+M1/75 1} 0-1

[Event "reinforced experience data"]
[Site "WORKSTATION"]
[Date "2022.11.03"]
[Round "113"]
[White "1m+1s Eman 8.30 nn-ad9b42354671"]
[Black "5m+5s Stockfish 15.0 x64 BMI2"]
[Result "1/2-1/2"]
[BlackElo "2200"]
[ECO "B20"]
[Opening "Défense Sicilienne"]
[Time "22:50:56"]
[Variation "1.e4 c5"]
[WhiteElo "2200"]
[TimeControl "300+5"]
[Termination "adjudication"]
[PlyCount "241"]
[WhiteType "program"]
[BlackType "program"]

1. e4 c5 2. h4 Nc6 3. Nh3 Nf6 4. Nc3 e6 5. d3 d5 6. exd5 exd5 7. Bg5 Be7 8.
g3 Bg4 9. Be2 Bxe2 10. Kxe2 Qd7 11. Kf1 {-1.77/27 10} O-O-O {+1.24/38 22}
12. Nf4 {-1.65/24 3} h6 {+1.11/36 12} 13. Bxf6 {-1.62/27 1} Bxf6 {+1.23/37
8} 14. Ncxd5 {-1.64/26 2} Bxb2 {+1.42/34 12} 15. Rb1 {-1.64/29 3} Be5
{+1.24/40 18} 16. c4 {-1.65/29 3} Bxf4 {+1.13/35 10} 17. gxf4 {-1.54/29 5}
Nb4 {+1.36/36 26} 18. Nxb4 {-1.20/26 2} cxb4 {+1.15/38 12} 19. Rxb4
{-1.54/26 2} Qxd3+ {+1.23/38 10} 20. Qxd3 {-1.44/29 5} Rxd3 {+1.37/40 18}
21. Kg2 {-1.65/29 5} Re8 {+1.14/38 24} 22. Rhb1 {-1.33/31 8} Re7 {+1.30/43
10} 23. h5 {-1.30/28 2} Rd2 {+1.24/40 12} 24. a4 {-1.32/31 4} Ra2 {+1.15/38
22} 25. Kg3 {-1.19/28 6} Rc7 {+1.18/41 18} 26. f5 {-1.44/26 3} f6 {+0.91/42
31} 27. Re1 {-0.99/26 2} b6 {+0.96/37 7} 28. f3 {-0.95/30 6} Kd7 {+0.81/42
36} 29. Re4 {-0.96/27 2} Ra1 {+0.76/41 36} 30. Kf2 {-0.96/24 0} Ra2+
{+0.68/42 43} 31. Kg3 {-0.93/25 0} Kc6 {+0.82/48 21} 32. Re1 {-0.91/25 0}
Ra3 {+0.81/44 6} 33. Re4 {-0.91/25 0} Ra2 {+0.79/45 15} 34. Re1 {-0.91/25
0} Kd6 {+0.79/42 5} 35. Re4 {-0.95/23 0} Ra1 {+0.79/45 15} 36. Kf2
{-0.89/23 0} Kc6 {+0.75/40 3} 37. Kg2 {-0.91/25 0} Ra3 {+0.81/38 6} 38. Kg3
{-0.88/23 0} Ra1 {+0.75/33 1} 39. Kg2 {-0.88/24 0} Ra2+ {+0.71/44 8} 40.
Kg3 {-0.86/27 0} Ra3 {+0.81/39 1} 41. Re1 {-0.86/25 0} Kd6 {+0.74/41 9} 42.
Re4 {-0.85/24 0} Ra1 {+0.67/42 2} 43. Kf2 {-0.96/26 0} Kd7 {+0.67/37 1} 44.
Kg3 {-0.80/26 1} Kd8 {+0.67/42 13} 45. Kf2 {-0.79/29 5} Ra3 {+0.89/30 0}
46. Kg3 {-0.78/22 0} Rd7 {+0.77/40 4} 47. Kg4 {-0.86/21 0} Rc7 {+0.66/40 2}
48. Kg3 {-0.80/26 0} Kc8 {+0.72/42 10} 49. Re1 {-0.81/29 2} Kd7 {+0.65/40
2} 50. Rd1+ {-0.76/24 0} Kc6 {+0.72/35 3} 51. Re1 {-0.77/24 0} Rd7
{+0.67/41 2} 52. Kf2 {-0.90/28 3} Rd2+ {+0.65/37 5} 53. Kg3 {-0.89/25 0}
Rd7 {+0.68/41 8} 54. Kf2 {-1.01/29 2} Rd2+ {+0.58/35 1} 55. Kg3 {-0.86/21
0} Rdd3 {+0.50/39 3} 56. Re6+ {-0.84/25 0} Kc5 {+0.54/35 2} 57. Rb5+
{-0.93/26 0} Kxc4 {+0.47/38 2} 58. Re4+ {-0.78/25 0} Rd4 {+0.45/36 2} 59.
Re7 {-1.08/26 0} Rxa4 {+0.47/37 3} 60. Rb1 {-0.96/25 0} Kc5 {+0.42/39 3}
61. Rc7+ {-0.83/32 3} Kd6 {+0.44/37 3} 62. Rxg7 {-0.70/21 0} Rd5 {+0.39/36
3} 63. Rg6 {-0.80/28 1} Rxf5 {+0.38/38 4} 64. Rxh6 {-0.75/23 0} Rg5+
{+0.39/39 7} 65. Kf2 {-0.77/24 0} Ra2+ {+0.33/36 5} 66. Ke3 {-0.87/23 0}
Ra3+ {+0.33/38 10} 67. Kf4 {-0.71/25 0} Ra4+ {+0.38/41 9} 68. Ke3 {-0.70/24
0} Ra3+ {+0.33/39 9} 69. Kf4 {-0.66/23 0} Ra4+ {+0.32/38 2} 70. Ke3
{-0.68/24 0} Re5+ {+0.35/41 7} 71. Kf2 {-0.69/26 0} Ra2+ {+0.41/41 9} 72.
Kg3 {-0.71/27 0} Ke6 {+0.36/43 1} 73. Rh7 {-0.71/26 0} Rg5+ {+0.34/40 2}
74. Kf4 {-0.57/28 0} Ra4+ {+0.34/42 8} 75. Ke3 {-0.61/25 0} Ra3+ {+0.39/41
3} 76. Kf2 {-0.64/28 4} Rf5 {+0.48/34 1} 77. Ke2 {-0.55/23 0} Ra2+
{+0.35/44 12} 78. Ke3 {-0.59/22 0} Re5+ {+0.40/41 1} 79. Kf4 {-0.54/21 0}
Ra4+ {+0.35/40 5} 80. Kg3 {-0.55/22 0} Rg5+ {+0.33/33 1} 81. Kf2 {-0.55/24
0} Kf5 {+0.36/44 2} 82. Rb3 {-0.44/25 2} Kf4 {+0.33/38 2} 83. Rb2 {-0.44/22
0} a5 {+0.32/41 2} 84. Rh6 {-0.44/24 0} f5 {+0.24/42 4} 85. Rhxb6 {-0.49/26
0} Rxh5 {+0.37/44 4} 86. Kg2 {-0.37/23 0} Rg5+ {+0.37/46 4} 87. Kf2
{-0.41/25 0} Rg3 {+0.37/47 6} 88. R6b3 {-0.38/25 0} Rh3 {+0.36/53 2} 89.
Kg2 {-0.35/26 0} Rg3+ {+0.35/52 3} 90. Kf2 {-0.35/27 0} Rg7 {+0.35/120 9}
91. Rd2 {-0.22/27 1} Rh7 {+0.35/52 4} 92. Kg2 {-0.21/28 0} Ra7 {+0.35/49 7}
93. Rbd3 {-0.16/28 0} Rb4 {+0.35/55 1} 94. Rd4+ {-0.21/27 0} Kg5 {+0.35/57
2} 95. R4d3 {-0.14/23 0} a4 {+0.35/47 2} 96. Kg3 {-0.14/26 1} a3 {+0.35/51
3} 97. Ra2 {-0.28/28 1} f4+ {+0.36/63 8} 98. Kg2 {-0.47/27 1} Rba4
{+0.36/61 4} 99. Kf2 {-0.27/30 2} R7a5 {+0.36/68 4} 100. Kg2 {0.00/35 1}
Ra6 {+0.36/56 3} 101. Rd5+ {0.00/37 0} Kh6 {+0.36/63 8} 102. Rd3 {0.00/33
1} R4a5 {+0.36/58 3} 103. Kf2 {0.00/34 0} Ra4 {+0.28/47 3} 104. Kf1
{0.00/33 0} Kg5 {+0.28/49 7} 105. Kg2 {0.00/39 2} Kf6 {+0.29/59 2} 106. Kf1
{0.00/30 0} Ra8 {+0.30/53 4} 107. Rd6+ {0.00/29 0} Ke5 {+0.30/54 3} 108.
Rd3 {0.00/27 0} R8a5 {+0.30/58 3} 109. Kg2 {0.00/34 1} Ra7 {+0.30/58 5}
110. Kf2 {0.00/28 0} R4a5 {+0.30/55 4} 111. Kf1 {0.00/29 0} Ra8 {+0.29/59
9} 112. Kf2 {0.00/28 0} Kf6 {+0.29/53 3} 113. Kg2 {0.00/31 0} Kg5 {+0.21/60
13} 114. Kg1 {0.00/34 0} Kh5 {+0.21/68 1} 115. Kf2 {-0.05/38 1} Ra4
{+0.21/45 3} 116. Rd5+ {0.00/32 0} Kh6 {+0.13/48 4} 117. Rd3 {-0.06/30 0}
Kg5 {+0.12/60 2} 118. Kg2 {-0.08/32 0} Kf6 {0.00/49 6} 119. Kf2 {0.00/31 0}
R8a7 {0.00/49 4} 120. Kg1 {0.00/33 0} Rg7+ {0.00/61 5} 121. Kf2 {0.00/37 1
Adjugé par Arena} 1/2-1/2

[Event "reinforced experience data"]
[Site "WORKSTATION"]
[Date "2022.11.03"]
[Round "114"]
[White "5m+5s Stockfish 15.0 x64 BMI2"]
[Black "1m+1s Eman 8.30 nn-ad9b42354671"]
[Result "0-1"]
[BlackElo "2200"]
[ECO "B20"]
[Opening "Défense Sicilienne"]
[Time "23:06:09"]
[Variation "1.e4 c5"]
[WhiteElo "2200"]
[TimeControl "300+5"]
[Termination "normal"]
[PlyCount "152"]
[WhiteType "program"]
[BlackType "program"]

1. e4 c5 2. h4 Nc6 3. Nh3 Nf6 4. Nc3 e6 5. d3 d5 6. exd5 exd5 7. Bg5 Be7 8.
g3 Bg4 9. Be2 Bxe2 10. Kxe2 Qd7 11. Kf1 {-1.20/41 98} O-O-O {+1.53/29 6}
12. Bxf6 {-1.22/42 31} Bxf6 {+2.01/24 2} 13. Nf4 {-1.18/38 6} Rhe8
{+1.94/36 44} 14. Ncxd5 {-1.07/31 8} Bxb2 {+1.95/23 1} 15. Rb1 {-0.96/35 7}
Be5 {+1.89/25 2} 16. Kg2 {-1.32/35 24} h6 {+1.46/24 2} 17. c4 {-1.41/32 9}
g5 {+1.60/24 2} 18. hxg5 {-1.09/33 32} hxg5 {+1.53/25 3} 19. Nh5 {-1.27/32
8} Qe6 {+2.01/28 8} 20. Qb3 {-1.36/32 10} Rd7 {+2.47/20 0} 21. Qb5
{-2.22/41 99} Qd6 {+2.00/18 0} 22. Rbe1 {-1.30/30 6} Re6 {+2.28/20 1} 23.
Qb3 {-1.51/33 14} f5 {+2.20/23 2} 24. Qd1 {-1.48/31 10} Rg6 {+2.04/21 0}
25. g4 {-1.64/38 31} f4 {+2.29/23 0} 26. Re4 {-1.56/28 2} Ne7 {+2.47/26 0}
27. Rhe1 {-2.70/30 19} Nxd5 {+3.04/22 0} 28. Rxe5 {-2.83/25 2} Ne3+
{+3.30/21 0} 29. R1xe3 {-2.84/28 8} fxe3 {+3.39/23 1} 30. Re8+ {-3.02/23 1}
Rd8 {+3.87/20 0} 31. Rxe3 {-3.16/26 2} Qc6+ {+4.14/19 0} 32. Qf3 {-3.09/29
10} Qxf3+ {+4.41/20 0} 33. Rxf3 {-3.38/28 2} Rd4 {+4.80/20 0} 34. Nf6
{-3.62/29 4} Rf4 {+4.90/20 0} 35. Ne4 {-3.25/29 5} Rxg4+ {+5.34/19 0} 36.
Kf1 {-4.38/27 5} Rf4 {+5.30/24 1} 37. Rh3 {-4.04/24 1} Rf8 {+5.55/21 0} 38.
Ke2 {-4.93/28 12} Ra6 {+5.97/20 0} 39. Rh5 {-5.27/27 6} Rxa2+ {+6.72/21 3}
40. Ke3 {-5.34/20 0} a5 {+6.40/19 1} 41. Rxg5 {-5.34/23 3} b6 {+6.97/19 0}
42. Rg7 {-5.64/28 10} Rd8 {+6.97/18 0} 43. Rg6 {-5.72/26 5} Kb7 {+7.68/17
0} 44. Nd6+ {-6.28/23 5} Ka6 {+8.31/17 0} 45. Ne4 {-6.85/25 5} Re8
{+8.50/21 1} 46. Kf4 {-7.23/22 5} Rc8 {+8.51/17 0} 47. Ke5 {-6.69/16 1} a4
{+8.91/16 0} 48. f4 {-7.96/18 7} Ra3 {+9.71/18 1} 49. Nf6 {-8.51/18 5} Rxd3
{+10.25/15 0} 50. Nd5 {-8.50/17 1} Ka5 {+10.64/15 0} 51. Ke4 {-10.59/19 7}
Rd4+ {+12.08/14 1} 52. Ke5 {-10.13/19 5} Re8+ {+12.87/16 0} 53. Kf6
{-13.13/18 5} Rxc4 {+12.79/14 0} 54. Rg7 {-14.11/16 3} Ra8 {+14.04/14 1}
55. f5 {-15.71/17 6} a3 {+14.72/15 1} 56. Rg1 {-15.89/14 5} b5 {+15.63/16
1} 57. Ne3 {-18.75/16 4} Rc3 {+15.95/14 0} 58. Nd5 {-19.91/16 4} b4
{+16.69/15 0} 59. Nc7 {-19.38/15 5} Ra7 {+18.19/16 1} 60. Nd5 {-22.11/16 4}
Rd3 {+19.99/16 1} 61. Nf4 {-26.94/15 3} Rf3 {+22.16/15 0} 62. Ne6
{-31.13/15 6} a2 {+30.54/15 1} 63. Ra1 {-56.78/17 5} b3 {+35.79/13 0} 64.
Kg5 {-152.59/25 5} Kb4 {+100.00/20 0} 65. Nxc5 {-152.64/23 3} Rxf5+
{+M13/29 1} 66. Kxf5 {-M11/64 5} Kxc5 {+M12/41 0} 67. Rc1+ {-M10/63 1} Kb5
{+M10/49 0} 68. Rc8 {-M9/64 2} a1=Q {+M9/62 0} 69. Rb8+ {-M8/83 2} Ka4
{+M8/68 1} 70. Rb6 {-M7/83 2} Qd4 {+M7/61 0} 71. Re6 {-M6/127 3} b2 {+M6/77
0} 72. Re1 {-M5/245 3} Rf7+ {+M5/82 1} 73. Kg6 {-M4/191 3} Qg7+ {+M4/64 0}
74. Kh5 {-M3/91 1} Qh7+ {+M3/65 1} 75. Kg4 {-M2/245 3} Qg8+ {+M2/69 1} 76.
Kh5 {-M1/237 3} Rh7# {+M1/75 1} 0-1

[Event "reinforced experience data"]
[Event "tc odd - eman exp vs sf15"]
[Site "WORKSTATION"]
[Date "2022.11.04"]
[Round "137"]
[White "1m+1s Eman 8.30 nn-ad9b42354671"]
[Black "5m+5s Stockfish 15.0 x64 BMI2"]
[Result "1-0"]
[BlackElo "2200"]
[ECO "B34"]
[Opening "Sicilienne"]
[Time "03:54:59"]
[Variation "Fianchetto Accéléré, Moderne, 6.Fe3 Cf6 7.f3"]
[WhiteElo "2200"]
[TimeControl "300+5"]
[Termination "normal"]
[PlyCount "169"]
[WhiteType "program"]
[BlackType "program"]

1. e4 c5 2. Nf3 Nc6 3. d4 cxd4 4. Nxd4 g6 5. Be3 Bg7 6. Nc3 Nf6 7. f3 O-O
8. Nb3 d6 9. Qd2 Be6 10. O-O-O a5 11. a4 {+1.76/26 5} Rc8 {-1.05/38 101}
12. Kb1 {+1.87/21 1} Bd7 {-1.13/34 7} 13. Bb5 {+1.98/30 19} Ne5 {-1.09/36
10} 14. Bd4 {+1.92/25 1} Bxb5 {-1.30/38 49} 15. Nxb5 {+1.88/25 2} Nfd7
{-1.27/34 9} 16. Rhe1 {+1.99/31 13} Nc4 {-1.37/35 11} 17. Qe2 {+2.11/25 2}
Bxd4 {-1.43/33 8} 18. Rxd4 {+2.34/26 2} Ncb6 {-1.40/36 31} 19. f4 {+2.25/27
3} Nb8 {-1.43/32 7} 20. e5 {+2.31/32 5} Nc6 {-1.50/35 8} 21. Rd2 {+2.18/33
3} Nxa4 {-1.47/36 7} 22. Qe4 {+2.16/30 2} Nb4 {-1.67/37 19} 23. exd6
{+2.10/33 4} exd6 {-1.74/40 12} 24. Nxd6 {+2.50/28 1} Rxc2 {-1.89/39 10}
25. Rxc2 {+2.33/28 1} Nxc2 {-1.94/36 12} 26. Kxc2 {+2.39/29 1} Qxd6
{-1.95/38 11} 27. Qxa4 {+2.34/30 2} Qd5 {-2.10/38 7} 28. Nd2 {+2.62/28 1}
Qxg2 {-1.71/27 9} 29. Qd4 {+2.34/28 2} Qxh2 {-2.18/34 22} 30. f5 {+2.39/29
2} Qc7+ {-2.12/33 7} 31. Kb1 {+2.26/28 1} Rd8 {-2.10/33 8} 32. Qh4
{+2.71/22 0} Qd7 {-2.62/40 65} 33. Ne4 {+2.44/27 1} Qd3+ {-2.83/32 4} 34.
Ka1 {+2.39/26 1} Qd4 {-2.87/27 3} 35. Rc1 {+2.51/26 0} b6 {-2.69/26 3} 36.
Qh1 {+3.41/27 5} Kg7 {-3.18/36 19} 37. Ng5 {+3.75/21 0} h6 {-3.53/32 5} 38.
fxg6 {+4.02/20 0} Qa4+ {-3.50/26 2} 39. Kb1 {+3.88/19 0} Qg4 {-3.72/25 2}
40. Rf1 {+4.08/20 0} f6 {-3.54/26 2} 41. Ne4 {+4.12/20 0} Rd4 {-3.67/25 2}
42. Nc3 {+4.23/19 0} Qd7 {-3.87/32 15} 43. Qf3 {+4.52/21 1} Qe6 {-3.39/21
1} 44. Qf2 {+4.81/20 1} Rg4 {-3.92/29 10} 45. Re1 {+5.12/19 0} Qd6
{-4.28/29 2} 46. Qf5 {+5.71/22 3} Rg5 {-4.30/26 1} 47. Qf3 {+5.44/14 0} Qc5
{-5.27/28 10} 48. Rf1 {+6.35/16 0} Qe5 {-5.36/22 2} 49. Ka1 {+6.23/16 0}
Rxg6 {-5.66/25 4} 50. Qb7+ {+6.42/16 0} Kh8 {-5.68/21 2} 51. Qxb6 {+6.45/17
0} Kh7 {-6.36/21 11} 52. Rd1 {+6.67/15 0} a4 {-6.54/20 3} 53. Ka2 {+6.89/18
0} a3 {-6.70/20 4} 54. Kxa3 {+6.99/15 0} Rg3 {-7.28/22 8} 55. Rd6 {+7.73/16
0} Qe7 {-8.26/19 5} 56. Ka2 {+9.06/17 1} Rg7 {-10.44/17 5} 57. b4 {+9.57/16
1} Qf7+ {-12.45/16 5} 58. Nd5 {+11.41/16 0} Qg8 {-15.74/21 5} 59. Rd8
{+15.95/16 1} Rg2+ {-18.80/20 2} 60. Kb3 {+19.85/16 0} Qg3+ {-54.68/20 7}
61. Nc3 {+23.14/15 0} Qe5 {-70.65/22 4} 62. Qb7+ {+25.71/15 1} Rg7
{-152.54/35 3} 63. Qc8 {+28.75/18 0} h5 {-70.44/22 2} 64. b5 {+100.00/22 1}
Kh6 {-152.55/46 11} 65. Rh8+ {+100.00/26 0} Kg5 {-152.56/40 2} 66. Rg8
{+100.00/29 0} Rxg8 {-152.57/44 6} 67. Qxg8+ {+100.00/41 0} Kh6 {-152.59/39
1} 68. Nd5 {+100.00/35 1} f5 {-152.62/35 2} 69. b6 {+M22/44 3} Qa1 {-M17/42
6} 70. Qe6+ {+M18/40 0} Kg7 {-M15/49 4} 71. Qf6+ {+M16/41 0} Qxf6 {-M14/59
1} 72. Nxf6 {+M15/41 0} Kxf6 {-M13/55 2} 73. b7 {+M13/42 0} f4 {-M12/54 3}
74. Kc4 {+M12/41 0} Ke6 {-M11/56 3} 75. b8=Q {+M11/43 0} f3 {-M10/61 4} 76.
Qf4 {+M10/43 0} h4 {-M9/67 3} 77. Qxf3 {+M9/47 0} Ke5 {-M8/108 3} 78. Qh5+
{+M8/53 0} Kf4 {-M7/59 4} 79. Qxh4+ {+M7/39 0} Ke5 {-M6/245 3} 80. Kc5
{+M6/79 1} Ke6 {-M5/245 3} 81. Qh5 {+M5/84 1} Ke7 {-M4/245 3} 82. Qf5
{+M4/61 1} Kd8 {-M3/234 3} 83. Kd6 {+M3/66 1} Ke8 {-M2/65 1} 84. Qf4
{+M2/70 1} Kd8 {-M1/73 1} 85. Qf8# {+M1/74 1} 1-0

[Event "reinforced experience data"]
[Site "WORKSTATION"]
[Date "2022.11.04"]
[Round "138"]
[White "5m+5s Stockfish 15.0 x64 BMI2"]
[Black "1m+1s Eman 8.30 nn-ad9b42354671"]
[Result "1/2-1/2"]
[BlackElo "2200"]
[ECO "B34"]
[Opening "Sicilienne"]
[Time "04:04:07"]
[Variation "Fianchetto Accéléré, Moderne, 6.Fe3 Cf6 7.f3"]
[WhiteElo "2200"]
[TimeControl "300+5"]
[Termination "adjudication"]
[PlyCount "106"]
[WhiteType "program"]
[BlackType "program"]

1. e4 c5 2. Nf3 Nc6 3. d4 cxd4 4. Nxd4 g6 5. Be3 Bg7 6. Nc3 Nf6 7. f3 O-O
8. Nb3 d6 9. Qd2 Be6 10. O-O-O a5 11. a4 {+1.17/33 20} Qc8 {-1.38/27 12}
12. Nd4 {+1.18/37 11} d5 {-1.23/24 0} 13. Nxe6 {+1.14/37 11} fxe6 {-1.42/26
1} 14. exd5 {+1.16/37 10} Rd8 {-1.25/25 2} 15. Bb5 {+1.19/38 18} Nb4
{-1.27/29 16} 16. Qe2 {+0.94/38 22} Nfxd5 {-1.28/29 3} 17. Nxd5 {+1.21/38
11} Rxd5 {-1.03/28 4} 18. Rxd5 {+1.09/37 13} exd5 {-1.38/27 2} 19. Kb1
{+1.12/38 9} Qe6 {-1.21/27 2} 20. Bf2 {+1.12/38 10} Qxe2 {-1.04/27 3} 21.
Bxe2 {+0.96/40 14} Kf7 {-1.12/33 20} 22. c3 {+1.12/40 33} Nc6 {-1.19/24 0}
23. f4 {+0.85/41 80} h5 {-1.11/27 6} 24. Re1 {+0.79/40 40} Bf6 {-1.14/22 0}
25. h3 {+0.66/35 52} e6 {-1.25/26 3} 26. g4 {+0.70/37 4} hxg4 {-1.05/22 0}
27. Bxg4 {+0.66/39 7} Re8 {-1.14/24 0} 28. Ka2 {+0.79/38 33} Bd8 {-0.91/22
0} 29. h4 {+0.69/33 3} Kf6 {-1.03/24 1} 30. Bg3 {+0.67/36 14} d4 {-1.32/23
0} 31. Kb3 {+0.70/32 3} Bc7 {-1.01/25 2} 32. Kc4 {+0.61/39 12} dxc3
{-1.22/18 0} 33. bxc3 {+0.62/33 2} Re7 {-1.26/17 0} 34. Kb3 {+0.57/36 14}
Re8 {-1.21/21 0} 35. Kc2 {+0.51/29 5} Bd6 {-1.07/19 0} 36. Bh3 {+0.71/34 9}
Bc7 {-0.90/21 1} 37. Rb1 {+0.58/30 3} Rb8 {-1.17/21 1} 38. Re1 {+0.50/29 2}
Re8 {-1.19/21 0} 39. Bg4 {+0.56/31 4} Bd6 {-1.06/21 0} 40. Kb3 {+0.47/42 8}
Bc7 {-1.00/23 2} 41. Kc4 {+0.54/33 2} Re7 {-0.93/19 0} 42. Bh3 {+0.53/28 2}
Re8 {-0.83/23 1} 43. Kb3 {+0.40/30 13} Nb8 {-0.84/24 2} 44. Kc4 {+0.34/28
0} Nc6 {-0.85/20 0} 45. Kc5 {+0.32/29 1} e5 {-0.79/21 0} 46. h5 {+0.27/31
9} Rh8 {-0.53/21 0} 47. Bh4+ {+0.17/26 1} Kf7 {-0.48/20 0} 48. Bg5 {0.00/29
4} gxh5 {-0.43/22 0} 49. Rb1 {0.00/40 5} Rb8 {-0.45/23 0} 50. f5 {+0.15/34
6} Ne7 {-0.12/25 2} 51. Rd1 {0.00/38 1} Rd8 {0.00/33 0} 52. Rxd8 {0.00/44
2} Bxd8 {0.00/33 0} 53. Bh4 {0.00/46 2} Nc6 {0.00/33 0 Adjugé par Arena}
1/2-1/2

hardware : dual xeon e5-2660v3
software : arena 3.5.1
engines :
- Eman 8.30 played with last green net and reinforced experience data from 7 learning sessions
- Stockfish 15.0 played with nn-6877cd24400e net
settings : TC 1m+1s vs TC 5m+5s, 40 threads, hash 4096 MB, partial syzygy 7men

opening list : 100 openings (50 openings with the most experience data + 50 openings from the learned openings list)
Some stats :


link : games
pass : 555Obk6h321cD00Z-vrtFw

hardware : dual xeon e5-2660v3
software : cutechess-gui 1.2.0
settings : TC 60s+1s, 40 threads, hash 4096 MB, partial syzygy 7men
link : games
pass : 59Ef9tOGT1RCBGYgpMTuzw

hardware : dual xeon e5-2660v3
software : cutechess-gui 1.2.0
settings : TC 60s+1s, 40 threads, hash 4096 MB, partial syzygy 7men
link : games
pass : 59Ef9tOGT1RCBGYgpMTuzw

hardware : dual xeon e5-2660v3
software : arena 3.5.1
engines :
- Eman 8.40 played with last green net and reinforced experience data from 9 learning sessions
- Stockfish 15.1 played with nn-ad9b42354671 net
settings : TC 1m+1s vs TC 6m+6s, 40 threads, hash 4096 MB, partial syzygy 7men

opening list : 100 openings (50 openings with the most experience data + 50 openings from the learned openings list)
Some stats :


link : games
pass : _py3P0vV3rDgpFub4Yg1aQ

...

...

Out of curiosity, to see the difference, I redid the same match but without an experience file :

hardware : dual xeon e5-2660v3
software : arena 3.5.1
engines :
- Eman 8.40 played with last green net
- Stockfish 15.1 played with nn-ad9b42354671 net
settings : TC 1m+1s vs TC 6m+6s, 40 threads, hash 4096 MB, partial syzygy 7men

opening list : 100 openings (50 openings with the most experience data + 50 openings from the learned openings list)
Some stats :


link : games
pass : _py3P0vV3rDgpFub4Yg1aQ

Some words :

With 21 vs 39 without experience data, it is obvious that Eman's moves no longer have the same resistance as with experience data (27 vs 25).

You can train your engine with TC 1m+1s (avg. D27) or TC 2m+2s (avg. D32) in order to save time in training or to learn more games (to get more efficient moves in "key" positions). Then, you just have to reinforce your experience data, for example up to D40 to resist until TC 6m+6s which also has an avg. D40.

I can stop this experiment now because to resist until longer TCs, I would have had to strengthen my experience data to D50 or D60.

I have a question:

How do you reinforce the experience data, do you mark the best move or analyze all the moves that Eman made in a given position to a given depth?

rulleeeee wrote: Tue Mar 14, 2023 12:59 pm How do you reinforce the experience data

link 1
link 2
link 3

rulleeeee wrote: Tue Mar 14, 2023 12:59 pm do you mark the best move or analyze all the moves that Eman made in a given position to a given depth?

Hi rulleeeee !

The quality value of a move is attached to its own score/depth/count values and also to those of other moves.
The learning mainly updates the count values.
The strengthening only updates the score/depth values.
So the quality values will become more accurate, realistic, believable when we reinforce the experience data learned at training.

For each learning session, i reinforced about 100 lines/opening. Often, several moves on the same line have a shallow depth. Since i train Eman at TC 2m+2s, i have less experience data to reinforce.

As I was aiming tourneys at TC 3m+2s, i chose to train Eman at TC 1m+1s. Then, when i planned to test it against opening books or other experience files, i chose to train Eman at TC 2m+2s. Finally, to challenge Stockfish at odd TCs, i reinforced eman.exp at D40.