Hallo zusammen,
Ich finde es faszinierend, wie stark Leela Zero auch ohne Berechnung spielen kann Ein Computer der nicht rechnet, sondern oftmals den besten Zug einfach weis. Für mich persönlich eine Neuauflage des Kampfes Mensch gegen Maschine. Die Herausforderung ist nicht mehr gegen die Rechenkraft eines Computers zu bestehen, sondern gegen ein Neuronales Netz, das die Maschine selbst erlernt hat.
Um die Spielstärke einschätzen zu können habe ich verschiedene Netze gegen verschiedene EMU auf Turnierstufe in einem Turnier antreten lassen, hier das für mich doch etwas überraschende Ergebnis:
Code:
2019.05.13 - 2020.04.08
Nat Score Ta Me Me Fi No Le Sa CX Co Le CX Me De Le Ch Sc Percnt
-------------------------------------------------------------------------------------------------------------
1: Tasc R30 v2.5 NED 27.5 / 30 XX =1 11 11 11 == 11 =1 11 11 =1 11 11 11 11 11 91.6% (+25 -0 =5)
2: Mephisto Risc II NED 25.0 / 30 =0 XX == 10 11 11 11 10 11 1= 11 11 11 11 11 11 83.3% (+23 -3 =4)
3: Mephisto Vancouver 68020 ENG 24.5 / 30 00 == XX == =1 1= 11 11 11 =1 11 11 11 11 11 11 81.6% (+21 -2 =7)
4: Fidelity Elite Mach IV USA 21.5 / 30 00 01 == XX 11 10 10 11 =1 01 10 11 11 11 11 11 71.6% (+20 -7 =3)
5: Novag Super Expert C USA 19.0 / 30 00 00 =0 00 XX 10 11 11 =0 1= 11 1= 11 11 11 11 63.3% (+17 -9 =4)
6: Leela Zero 0.24.1 63108 (320x24) BEL 17.5 / 30 == 00 0= 01 01 XX 01 01 =1 11 11 01 10 1= =1 =1 58.3% (+14 -9 =7)
7: Saitek Maestro D+ 5MHz ARG 17.0 / 30 00 00 00 01 00 10 XX 10 01 11 1= 11 11 11 =1 11 56.6% (+16 -12 =2)
8: CXG Sphinx Dominator v2.05 NED 15.5 / 30 =0 01 00 00 00 10 01 XX =1 11 0= 00 11 11 11 11 51.6% (+14 -13 =3)
9: Conchess Plymate Victoria SWE 12.5 / 30 00 00 00 =0 =1 =0 10 =0 XX =0 1= 11 01 00 =1 11 41.6% (+9 -14 =7)
10: Leela Zero 0.24.1 42850 (256x20) BEL 12.5 / 30 00 0= =0 10 0= 00 00 00 =1 XX =1 1= 01 11 =1 01 41.6% (+9 -14 =7)
11: CXG Sphinx 40 USA 12.5 / 30 =0 00 00 01 00 00 0= 1= 0= =0 XX 11 10 10 11 11 41.6% (+10 -15 =5)
12: Mephisto III-S Glasgow GER 11.5 / 30 00 00 00 00 0= 10 00 11 00 0= 00 XX 11 11 1= 11 38.3% (+10 -17 =3)
13: Debut-M RUS 7.0 / 30 00 00 00 00 00 01 00 00 10 10 01 00 XX 10 01 01 23.3% (+7 -23 =0)
14: Leela Zero 0.24.1 591226 (128x10) BEL 6.5 / 30 00 00 00 00 00 0= 00 00 11 00 01 00 01 XX 10 10 21.6% (+6 -23 =1)
15: Chafiz Destiny Prodigy USA 5.5 / 30 00 00 00 00 00 =0 =0 00 =0 =0 00 0= 10 01 XX 01 18.3% (+3 -22 =5)
16: SciSys Chess Champion Mark V USA 4.5 / 30 00 00 00 00 00 =0 00 00 00 10 00 00 10 01 10 XX 15.0% (+4 -25 =1)
-------------------------------------------------------------------------------------------------------------
240 games: +112 =32 -96
[Event "?"]
[Site "?"]
[Date "2020.04.08"]
[Round "?"]
[White "Leela Zero 0.24.1 63108 (320x24)"]
[Black "Fidelity Elite Mach IV"]
[Result "1-0"]
[ECO "D35"]
[Opening "QGD"]
[PlyCount "267"]
[TimeControl "40/36000"]
[Variation "Exchange, positional line, 5...c6"]
1.d4
{+9.96/1 0.42s}
1...d5
{1.5s}
2.c4
{+10.47/1 0.10s}
2...e6
{1.6s}
3.Nc3
{+11.49/1 0.061s}
3...Nf6
{1.7s}
4.cxd5
{+10.40/1 0.089s}
4...exd5
{1.9s}
5.Bg5
{+9.31/1 0.089s}
5...c6
{1.1s}
6.e3
{+10.41/1 0.063s}
6...Be7
{1.3s}
7.Bd3
{+16.26/1 0.075s}
7...Ne4
{1.8s}
8.Bf4
{+18.52/1 0.060s}
8...Nxc3
{132s}
9.bxc3
{+17.89/1 0.055s}
9...Bd6
{113s}
10.Nf3
{+29.73/1 0.056s}
10...Bxf4
{78s}
11.exf4
{+25.63/1 0.057s}
11...Qe7+
{43s}
12.Kf1
{+20.93/1 0.056s}
12...O-O
{71s}
13.h4
{+26.26/1 0.056s}
13...f5
{57s}
14.h5
{+55.32/1 0.067s}
14...a5
{201s}
15.h6
{+76.65/1 0.058s}
15...g6
{58s}
16.g3
{+76.16/1 0.061s}
16...Nd7
{116s}
17.Kg2
{+83.33/1 0.066s}
17...Nf6
{62s}
18.a4
{+83.13/1 0.059s}
18...Ne4
{49s}
19.Qc1
{+87.18/1 0.058s}
19...Be6
{74s}
20.Rb1
{+87.62/1 0.062s}
20...Kh8
{69s}
21.Re1
{+93.39/1 0.064s}
21...Rac8
{57s}
22.Rb6
{+93.51/1 0.061s}
22...Rce8
{87s}
23.Qb2
{+92.60/1 0.065s}
23...Bc8
{85s}
24.c4
{+89.80/1 0.074s}
24...dxc4
{50s}
25.Bxc4
{+94.07/1 0.062s}
25...Qf6
{68s}
26.d5
{+93.09/1 0.065s}
26...Qxb2
{46s}
27.Rxb2
{+91.71/1 0.066s}
27...Nc3
{81s}
28.Rxe8
{+91.80/1 0.062s}
28...Rxe8
{2.7s}
29.dxc6
{+94.15/1 0.055s}
29...bxc6
{2.2s}
30.Ng5
{+95.21/1 0.055s}
30...Nd5
{73s}
31.Bxd5
{+95.11/1 0.083s}
31...cxd5
{3.0s}
32.Rc2
{+93.76/1 0.058s}
32...Bd7
{102s}
33.Rc7
{+94.42/1 0.060s}
33...Re7
{97s}
34.Ra7
{+94.06/1 0.063s}
34...Kg8
{92s}
35.Rxa5
{+92.96/1 0.065s}
35...d4
{67s}
36.Ra8+
{+93.87/1 0.077s}
36...Re8
{109s}
37.Rxe8+
{+93.93/1 0.059s}
37...Bxe8
{2.3s}
38.a5
{+93.83/1 0.061s}
38...Bb5
{106s}
39.Kf3
{+87.99/1 0.063s}
39...Bc4
{107s}
40.g4
{+76.51/1 0.061s}
40...Bd5+
{97s}
41.Ke2
{+93.96/1 0.065s}
41...Bc4+
{61s}
42.Kd2
{+94.76/1 0.065s}
42...fxg4
{67s}
43.Ne4
{+92.76/1 0.060s}
43...Kh8
{62s}
44.Nf6
{+94.59/1 0.068s}
44...Bb5
{90s}
45.Nxg4
{+93.73/1 0.064s}
45...Ba6
{27s}
46.Ne5
{+94.41/1 0.072s}
46...Kg8
{46s}
47.Nf3
{+94.69/1 0.072s}
47...Kf7
{78s}
48.Nxd4
{+94.38/1 0.067s}
48...Bb7
{59s}
49.Ke3
{+95.29/1 0.061s}
49...Ke7
{88s}
50.Nf3
{+95.62/1 0.062s}
50...Kf7
{212s}
51.Ng5+
{+95.07/1 0.067s}
51...Kg8
{27s}
52.Kd4
{+94.91/1 0.064s}
52...Bc8
{49s}
53.Kc5
{+95.10/1 0.074s}
53...Bb7
{22s}
54.Kb6
{+95.40/1 0.085s}
54...Ba8
{33s}
55.a6
{+95.41/1 0.079s}
55...Bd5
{64s}
56.a7
{+95.53/1 0.074s}
56...Ba8
{52s}
57.Kc7
{+95.70/1 0.063s}
57...Kf8
{37s}
58.Nxh7+
{+95.67/1 0.078s}
58...Kg8
{85s}
59.Kb8
{+97.04/1 0.073s}
59...Bf3
{70s}
60.Ng5
{+96.08/1 0.076s}
60...Bd5
{63s}
61.a8=Q
{+96.45/1 0.064s}
61...Bxa8
{48s}
62.Kxa8
{+98.21/1 0.079s}
62...Kh8
{46s}
63.Nf7+
{+98.60/1 0.079s}
63...Kg8
{63s}
64.Ng5
{+97.84/1 0.065s}
64...Kh8
{64s}
65.Kb7
{+97.73/1 0.077s}
65...Kg8
{2.4s}
66.h7+
{+97.93/1 0.065s}
66...Kg7
{69s}
67.h8=Q+
{+M72/1 0.079s}
67...Kxh8
{3.8s}
68.Kc6
{+M74/1 0.065s}
68...Kg7
{101s}
69.Kd5
{+M34/1 0.071s}
69...Kf6
{81s}
70.Ke4
{+M28/1 0.076s}
70...Kg7
{70s}
71.f5
{+M21/1 0.078s}
71...Kf6
{97s}
72.Nh7+
{+M14/1 0.079s}
72...Kg7
{363s}
73.fxg6
{+M18/1 0.044s}
73...Kxg6
{1.3s}
74.f3
{+M1/1 0.047s}
74...Kxh7
{28s}
75.Kf4
{+M4/1 0.098s}
75...Kg6
{47s}
76.Ke5
{+M8/1 0.059s}
76...Kf7
{36s}
77.Kf5
{+M22/1 0.050s}
77...Ke7
{53s}
78.Kg6
{+M15/1 0.063s}
78...Ke6
{53s}
79.f4
{+M29/1 0.045s}
79...Ke7
{46s}
80.f5
{+M17/1 0.046s}
80...Kf8
{55s}
81.Kf6
{+98.82/1 0.051s}
81...Ke8
{49s}
82.Kg7
{+M6/1 0.053s}
82...Ke7
{54s}
83.f6+
{+M10/1 0.059s}
83...Kd6
{69s}
84.f7
{+M2/1 0.051s}
84...Ke6
{71s}
85.f8=R
{+M1/1 0.057s}
85...Ke5
{31s}
86.Rf1
{+M1/1 0.068s}
86...Ke6
{27s}
87.Kh7
{+M2/1 0.066s}
87...Kd5
{80s}
88.Rb1
{+M2/1 0.063s}
88...Ke4
{95s}
89.Kh8
{+M1/1 0.064s}
89...Kd3
{48s}
90.Ra1
{+M2/1 0.058s}
90...Kc4
{65s}
91.Ra5
{+M4/1 0.078s}
91...Kb4
{65s}
92.Rd5
{+M5/1 0.063s}
92...Kc4
{68s}
93.Rg5
{+M10/1 0.062s}
93...Kd3
{47s}
94.Kg8
{+M10/1 0.056s}
94...Ke3
{59s}
95.Rc5
{+M13/1 0.061s}
95...Kd4
{61s}
96.Ra5
{+M60/1 0.066s}
96...Ke3
{79s}
97.Kf8
{+M59/1 0.069s}
97...Kd2
{55s}
98.Rd5+
{+M45/1 0.056s}
98...Ke2
{70s}
99.Rg5
{+M49/1 0.061s}
99...Ke3
{70s}
100.Rg6
{+M61/1 0.060s}
100...Kd3
{69s}
101.Kg8
{+M87/1 0.055s}
101...Ke4
{56s}
102.Kh8
{+M91/1 0.062s}
102...Ke3
{72s}
103.Rg8
{+M99/1 0.071s}
103...Kd4
{44s}
104.Rc8
{+98.89/1 0.061s}
104...Kd3
{57s}
105.Kg7
{+98.82/1 0.061s}
105...Kd4
{51s}
106.Rc1
{+98.72/1 0.060s}
106...Kd5
{82s}
107.Kh7
{+98.37/1 0.061s}
107...Kd4
{59s}
108.Rb1
{+98.61/1 0.067s}
108...Ke4
{61s}
109.Kg6
{+74.80/1 0.065s}
109...Ke5
{58s}
110.Rd1
{+85.23/1 0.055s}
110...Ke6
{108s}
111.Rd2
{+80.05/1 0.061s}
111...Ke5
{42s}
112.Re2+
{+78.89/1 0.062s}
112...Kd4
{26s}
113.Kh6
{+96.76/1 0.065s}
113...Kd3
{36s}
114.Re8
{+96.45/1 0.068s}
114...Kc4
{28s}
115.Kh7
{+97.10/1 0.066s}
115...Kc5
{58s}
116.Kh8
{+97.38/1 0.066s}
116...Kc4
{33s}
117.Rg8
{+97.59/1 0.065s}
117...Kd4
{33s}
118.Rg1
{+77.26/1 0.062s}
118...Ke3
{30s}
119.Rg2
{+77.40/1 0.064s}
119...Kf3
{40s}
120.Rh2
{+75.74/1 0.088s}
120...Ke4
{52s}
121.Kg7
{+51.72/1 0.062s}
121...Kd4
{29s}
122.Kf6
{+77.16/1 0.059s}
122...Ke4
{40s}
123.Rh4+
{+87.02/1 0.056s}
123...Kd3
{42s}
124.Ke5
{+92.81/1 0.061s}
124...Kc3
{78s}
125.Rd4
{+94.60/1 0.063s}
125...Kc2
{72s}
126.Ke4
{+96.05/1 0.068s}
126...Kc3
{47s}
127.Ke3
{+97.06/1 0.066s}
127...Kc2
{64s}
128.Rd3
{+97.42/1 0.058s}
128...Kb1
{17s}
129.Kd2
{+98.24/1 0.051s}
129...Kb2
{2.1s}
130.Rh3
{+98.70/1 0.065s}
130...Ka1
{2.8s}
131.Kc2
{+98.66/1 0.066s}
131...Ka2
{1.7s}
132.Re3
{+98.85/1 0.055s}
132...Ka1
{1.7s}
133.Kb3
{+M60/1 0.059s}
133...Kb1
{1.7s}
134.Re1#
{+M59/1 0.053s, White mates}
1-0