AlphaZero: The 10 Top Shots

Discussion of anything and everything relating to chess playing software and machines.

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Glarean
Posts: 262
Joined: Sun Oct 05, 2008 1:04 pm
Location: Switzerland
Full name: Walter Eigenmann

AlphaZero: The 10 Top Shots

Post by Glarean »

Me and my good friends from the Engine Valley have investigated AlphaZero's 10 winning games against Stockfish8....

Here are my most 10 beautiful top shots of AZ.

Gentleman, start your engines...

Have fun and a wonderful new year!

Walter

.

Game 01 (Black): bm Bc8

[D]3rqbk1/2p3p1/b6p/Q1p5/2N1PP2/1P1P2P1/2P4P/5R1K b

Game 02 (Black): bm Nc8 (=g4)

[D]4r1k1/2pbnrq1/1p1b1p2/2pPp1pp/p1P1P2P/P2QNNB1/1P3PP1/3RR2K b

Game 03 (White): bm Bb3

[D]3r2k1/p2prp1p/1p1Rn1pP/4P3/4q3/5RP1/P2Q1PK1/3B4 w

Game 04 (White): bm h4

[D]1r3rk1/3bb1pp/1qn1p3/3pP3/3P1N2/2Q2N2/2P3PP/R1BR3K w

Game 05 (White): bm Qg4

[D]rn3rk1/pn1p1ppq/bpp4p/7P/4N3/6P1/PP3PB1/R1BQR1K1 w

Game 06 (White): bm Bc3

[D]1r1r1qk1/pn1p2p1/1pp1npBp/8/2PB2QP/4R1P1/P4PK1/3R4 w

Game 07 (White): bm Nf1

[D]3rr1k1/1b2nnpp/1p1q1p2/pP1p1P2/P1pP2P1/2N1P1QP/3N1RB1/2R3K1 w

Game 08 (White): bm Qg4

[D]5bk1/1b1rq2p/2p1p1p1/1pP1P3/1Pp1B2Q/2B3P1/5PK1/7R w

Game 09 (White): bmBg6

[D]4q2r/1b1kbp2/1p2p1p1/pP1pP1N1/P2P1PQP/3BK3/2R5/8 w

Game 10 (White): bm c4

[D]rn3rq1/p5k1/2p2bp1/1p4p1/8/2P1B1PQ/5PK1/3R3R w

Analyses & Downloads (PGN):
http://www.glarean-verlag.ch/schach/10% ... hazero.htm

EPD-File:

3rqbk1/2p3p1/b6p/Q1p5/2N1PP2/1P1P2P1/2P4P/5R1K b - - bm Bc8; id "Stockfish8 - AlphaZero";
4r1k1/2pbnrq1/1p1b1p2/2pPp1pp/p1P1P2P/P2QNNB1/1P3PP1/3RR2K b - - bm Nc8 g4; id "Stockfish8 - AlphaZero";
3r2k1/p2prp1p/1p1Rn1pP/4P3/4q3/5RP1/P2Q1PK1/3B4 w - - bm Bb3; id "AlphaZero - Stockfish8";
1r3rk1/3bb1pp/1qn1p3/3pP3/3P1N2/2Q2N2/2P3PP/R1BR3K w - - bm h4; id "AlphaZero - Stockfish8";
rn3rk1/pn1p1ppq/bpp4p/7P/4N3/6P1/PP3PB1/R1BQR1K1 w - - bm Qg4; id "AlphaZero - Stockfish8";
1r1r1qk1/pn1p2p1/1pp1npBp/8/2PB2QP/4R1P1/P4PK1/3R4 w - - bm Bc3; id "AlphaZero - Stockfish8";
3rr1k1/1b2nnpp/1p1q1p2/pP1p1P2/P1pP2P1/2N1P1QP/3N1RB1/2R3K1 w - - bm Nf1; id "AlphaZero - Stockfish8";
5bk1/1b1rq2p/2p1p1p1/1pP1P3/1Pp1B2Q/2B3P1/5PK1/7R w - - bm Qg4; id "AlphaZero - Stockfish8";
4q2r/1b1kbp2/1p2p1p1/pP1pP1N1/P2P1PQP/3BK3/2R5/8 w - - bm Bxg6; id "AlphaZero - Stockfish8";
rn3rq1/p5k1/2p2bp1/1p4p1/8/2P1B1PQ/5PK1/3R3R w - - bm c4; id "AlphaZero - Stockfish8";

.
jdart
Posts: 4366
Joined: Fri Mar 10, 2006 5:23 am
Location: http://www.arasanchess.org

Re: AlphaZero: The 10 Top Shots

Post by jdart »

This one (game 9) looks really difficult:

[D] 4q2r/1b1kbp2/1p2p1p1/pP1pP1N1/P2P1PQP/3BK3/2R5/8 w - - 0 1

Chessbase Live Book has this record, so Stockfish and Komodo got it, but required substantial depth:

[pgn]
[Event "?"]
[Site "?"]
[Date "????.??.??"]
[Round "?"]
[White "?"]
[Black "?"]
[Result "*"]
[SetUp "1"]
[FEN "4q2r/1b1kbp2/1p2p1p1/pP1pP1N1/P2P1PQP/3BK3/2R5/8 w - - 0 1"]
[PlyCount "3"]

{[#]} 1. Bxg6 (1. Nxe6 fxe6 2. Bxg6 {0.00/34 Houdini 4 x64}) (1. Bxg6 Bxg5 2.
Qxg5 {1.60/66 Stockfish 111217/Die Illusion}) 1... Bxg5 2. Qxg5 {1.33/54
Komodo 11.2.2 64-bit/willthrash} *
[/pgn]
Paloma
Posts: 1167
Joined: Thu Dec 25, 2008 9:07 pm
Full name: Herbert L

Re: AlphaZero: The 10 Top Shots

Post by Paloma »

Thanks Walter for your great Work.

I love your Chesstests such as

BCCM
GECP
Nightmare I+II
ERET
EET
100 Brillante Schachzüge

and many others.

Thanks again, great great Work.

Happy New Year
Vinvin
Posts: 5228
Joined: Thu Mar 09, 2006 9:40 am
Full name: Vincent Lejeune

Re: AlphaZero: The 10 Top Shots

Post by Vinvin »

jdart wrote:This one (game 9) looks really difficult:

[D] 4q2r/1b1kbp2/1p2p1p1/pP1pP1N1/P2P1PQP/3BK3/2R5/8 w - - 0 1

Chessbase Live Book has this record, so Stockfish and Komodo got it, but required substantial depth:

[pgn]
[Event "?"]
[Site "?"]
[Date "????.??.??"]
[Round "?"]
[White "?"]
[Black "?"]
[Result "*"]
[SetUp "1"]
[FEN "4q2r/1b1kbp2/1p2p1p1/pP1pP1N1/P2P1PQP/3BK3/2R5/8 w - - 0 1"]
[PlyCount "3"]

{[#]} 1. Bxg6 (1. Nxe6 fxe6 2. Bxg6 {0.00/34 Houdini 4 x64}) (1. Bxg6 Bxg5 2.
Qxg5 {1.60/66 Stockfish 111217/Die Illusion}) 1... Bxg5 2. Qxg5 {1.33/54
Komodo 11.2.2 64-bit/willthrash} *
[/pgn]
I ran it 6 times with SF-McBrain-v40, 6*4GHz.
Timing to find the solution : 1m43s, 8m40s, 1m9s, 7m13s, 1m26s and one time not found after 15 minutes.

Code: Select all

FEN: 4q2r/1b1kbp2/1p2p1p1/pP1pP1N1/P2P1PQP/3BK3/2R5/8 w - - 0 1

SF-McBrain-v40_x64_modern:
...
 23/29	00:53	 610 896k	11 485k	 0,00	1.Nxe6 fxe6 2.Bxg6 Qf8 3.h5 Ba3 4.Ke2 Qh6 5.f5 Rc8 6.fxe6+ Kd8 7.Rxc8+ Bxc8 8.Qf3 Bb4 9.e7+ Bxe7 10.Qxd5+ Kc7 11.Qc6+ Kb8 12.Bf7 Bg4+ 13.Kd3 Bf5+ 14.Ke2 Bg4+
 34/43+	01:43	 1 176 620k	11 346k	+0,07	1.Bxg6
 34/43+	01:43	 1 178 815k	11 344k	+0,15	1.Bxg6
 34/47+	01:47	 1 220 879k	11 327k	+0,92	1.Bxg6
 34/68	01:54	 1 290 915k	11 290k	+1,08	1.Bxg6 Bxg5 2.Qxg5 fxg6 3.f5 Rg8 4.Qh6 Qf7 5.f6 Ke8 6.Ke2 Qd7 7.Kd3 Kd8 8.Qg5 Qf7 9.Qc1 Rh8 10.Qa3 Qf8 11.Qxf8+ Rxf8 12.Rg2 Bc8 13.Rxg6 Bd7 14.Rg7 Be8 15.Re7 Rh8 16.Rxe6 Bg6+ 17.Kd2 Rxh4 18.Rd6+ Ke8 19.Rxd5 Rh3 20.Rd6 Kf7 21.Rd7+ Ke8 22.e6 Rf3 23.f7+ Bxf7 24.Rxf7 Rxf7 25.exf7+ Kxf7 26.Ke3 Ke7 27.Ke4 Kd6
 35/58-	02:02	 1 377 001k	11 207k	+1,00	1.Bxg6 Bxg5
 35/58+	02:06	 1 416 499k	11 165k	+1,11	1.Bxg6
 35/58+	02:10	 1 460 447k	11 171k	+1,31	1.Bxg6
 35/61-	02:15	 1 518 663k	11 176k	+0,93	1.Bxg6 Bxg5
 35/63+	02:18	 1 545 680k	11 181k	+1,25	1.Bxg6
 35/79-	02:23	 1 602 458k	11 153k	+0,71	1.Bxg6 Bxg5
 35/79	02:26	 1 626 092k	11 137k	+1,08	1.Bxg6 Bxg5 2.Qxg5 fxg6 3.f5 Rg8 4.Qh6 Qf7 5.f6 Kd8 6.Kf2 g5 7.hxg5 Rg6 8.Qh3 Rxg5 9.Qa3 Ke8 10.Qd6 Rg2+ 11.Kxg2 Qg6+ 12.Kf1 Qd3+ 13.Re2 Qd1+ 14.Kf2 Qxd4+ 15.Kg2 Qg4+ 16.Kf1 Qh3+ 17.Ke1 Qh4+ 18.Kd1 Qxa4+ 19.Rc2 Qg4+ 20.Kc1 Qg1+ 21.Kb2 Qd4+ 22.Ka2 Qa4+ 23.Kb1 Qxb5+ 24.Rb2 Qd3+ 25.Kc1 Qc4+ 26.Rc2 Qf1+ 27.Kd2 Qf4+ 28.Ke1 Qe3+ 29.Re2 Qg1+ 30.Kd2 Qd4+ 31.Kc2
 36/67-	02:28	 1 649 148k	11 135k	+1,01	1.Bxg6 Bxg5
 36/67-	02:28	 1 654 115k	11 136k	+0,93	1.Bxg6 Bxg5
 36/67-	02:42	 1 806 695k	11 116k	+0,15	1.Bxg6 Bxg5
 36/67	02:48	 1 873 214k	11 146k	 0,00	1.Bxg6 Bxg5 2.Qxg5 fxg6 3.f5 Rg8 4.Qh6 Qf7 5.f6 Kd8 6.Ke2 g5 7.hxg5 Rg6 8.Qh5 Kd7 9.Qh4 Rg8 10.Qh6 Rg6 11.Qh4
 37/41+	03:44	 2 535 914k	11 314k	+0,07	1.Bxg6
 37/41+	03:44	 2 542 701k	11 316k	+0,15	1.Bxg6
 37/41+	03:45	 2 551 229k	11 315k	+0,26	1.Bxg6
 37/58	04:12	 2 858 399k	11 328k	+0,10	1.Bxg6 Bxg5 2.Qxg5 fxg6 3.f5 Rg8 4.f6 Qf7 5.Kf3 Qh7 6.Rg2 Ke8 7.h5 Kf7 8.Rc2 Rc8 9.hxg6+ Qxg6 10.Qxg6+ Kxg6 11.Rg2+ Kf5 12.Rg7 Ba8 13.Rd7 Rc3+ 14.Kf2 Ke4 15.Rd6 Rf3+ 16.Kg2 Rf5 17.Rxb6 Kxd4 18.Rxe6 Ke4 19.Re8 Bb7 20.Re7 d4 21.Rxb7 Kxe5 22.Rf7 d3 23.Rd7 Rxf6 24.Rxd3 Rf4 25.Re3+ Kd6 26.Rg3 Rxa4
 38/58+	04:16	 2 899 705k	11 316k	+0,14	1.Bxg6
 38/60+	04:16	 2 903 616k	11 314k	+0,18	1.Bxg6
 38/63+	04:18	 2 927 867k	11 311k	+0,51	1.Bxg6
 38/70	04:28	 3 024 914k	11 283k	+0,29	1.Bxg6 Bxg5 2.Qxg5 fxg6 3.f5 Rg8 4.f6 Qf7 5.Kf3 Qh7 6.Rg2 Ke8 7.h5 Kf7 8.Rc2 Rc8 9.Qxg6+ Qxg6 10.hxg6+ Kxg6 11.Rg2+ Kf5 12.Rg7 Ba8 13.Rd7 Rc3+ 14.Kf2 Ke4 15.Rd6 Rf3+ 16.Kg2 Rf5 17.Rxb6 Kxd4 18.Rb8 Bb7 19.Rxb7 Kxe5 20.f7 Kd6 21.Ra7 Kc5 22.Kg3 d4 23.Kg4 d3 24.Rd7 d2 25.Rxd2 Rxf7 26.Re2 Rd7 27.Re5+ Kd6 28.Re3 Rc7 29.Re4 Rb7 30.Re3 Kd5 31.Kf4 Rf7+ 32.Kg5
 39/69-	04:50	 3 258 876k	11 236k	+0,22	1.Bxg6 Bxg5
 39/69+	04:53	 3 296 846k	11 236k	+0,28	1.Bxg6
 39/70	05:00	 3 370 145k	11 221k	+0,15	1.Bxg6 Bxg5 2.Qxg5 fxg6 3.f5 Rg8 4.f6 Qf7 5.Kf3 Qh7 6.Rg2 Ke8 7.h5 Kf7 8.Rc2 Rc8 9.Qxg6+ Qxg6 10.hxg6+ Kxg6 11.Rg2+ Kf5 12.Rg7 Ba8 13.Ra7 Rc3+ 14.Ke2 Rc8 15.Rh7 Ke4 16.Rh4+ Kf5 17.Ke3 Rf8 18.Rh7 Rd8 19.Kf3 Rc8 20.Rd7 Rc3+ 21.Kg2 Ke4 22.Rd6 Kxd4 23.Rxe6 Rc8 24.f7 Rf8 25.Re7 Kd3 26.Rd7 d4+ 27.Kg3 Bd5 28.Rxd5 Rxf7 29.e6 Re7 30.Rd6 Ke3 31.Kg4 Ke4 32.Rxb6 Rg7+ 33.Kh4 Ke5
 40/54+	05:08	 3 455 629k	11 215k	+0,20	1.Bxg6
 40/54+	05:11	 3 485 138k	11 202k	+0,25	1.Bxg6
 40/54+	05:17	 3 550 067k	11 197k	+0,59	1.Bxg6
 40/73	05:32	 3 716 011k	11 190k	+0,63	1.Bxg6 Bxg5 2.Qxg5 fxg6 3.f5 Rg8 4.f6 Qf7 5.Kf3 Qh7 6.Rg2 Ke8 7.h5 Kf7 8.Rc2 Rc8 9.hxg6+ Qxg6 10.Qxg6+ Kxg6 11.Rg2+ Kf5 12.Rg7 Ba8 13.Rd7 Rc3+ 14.Kf2 Ke4 15.Rd6 Rf3+ 16.Kg2 Rf5 17.Rxb6 Kxd4 18.Rb8 Kxe5 19.Rxa8 Rxf6 20.b6 Rf7 21.Rxa5 Rb7 22.Ra6 Kd6 23.a5 Kc6 24.Kf3 Rf7+ 25.Ke3 e5 26.Ra8 Rh7 27.Rd8 Rh3+ 28.Kd2 Ra3 29.Ra8 Ra2+ 30.Kc3 e4 31.Ra7 Ra1 32.Rc7+ Kb5


SF-McBrain-v40_x64_modern:
... 37/27	02:54	 1 831 377k	10 467k	 0,00	1.Nxe6 fxe6 2.Bxg6 Qf8 3.h5 Ba3 4.Ke2 Qh6 5.Kf3 Rf8 6.f5 exf5 7.Qg3 Kd8 8.Qf4 Qxf4+ 9.Kxf4 Bc8 10.h6 Bd7 11.h7 Rh8 12.Kg5 Be7+ 13.Kf4 Ba3
 38/27	04:54	 3 077 973k	10 448k	 0,00	1.Nxe6 fxe6 2.Bxg6 Qf8 3.h5 Ba3 4.Ke2 Qh6 5.Kf3 Rf8 6.f5 exf5 7.Qg3 Kd8 8.Qf4 Qxf4+ 9.Kxf4 Bc8 10.h6 Bd7 11.h7 Rh8 12.Kg5 Be7+ 13.Kf4 Ba3
 39/27	06:50	 4 289 838k	10 440k	 0,00	1.Nxe6 fxe6 2.Bxg6 Qf8 3.h5 Ba3 4.Ke2 Qh6 5.Kf3 Rf8 6.f5 exf5 7.Qg3 Kd8 8.Qf4 Qxf4+ 9.Kxf4 Bc8 10.h6 Bd7 11.h7 Rh8 12.Kg5 Be7+ 13.Kf4 Ba3
 40/48+	08:40	 5 443 993k	10 463k	+0,07	1.Bxg6
 40/48+	08:43	 5 474 051k	10 462k	+0,15	1.Bxg6
 40/73+	09:21	 5 881 899k	10 470k	+0,63	1.Bxg6
 40/78	09:37	 6 056 438k	10 485k	+0,10	1.Bxg6 Bxg5 2.Qxg5 fxg6 3.f5 Rg8 4.f6 Qf7 5.Kf3 Qh7 6.Rg2 Ke8 7.h5 Kf7 8.Rc2 Rc8 9.Qxg6+ Qxg6 10.hxg6+ Kxg6 11.Rg2+ Kf5 12.Rg7 Ba8 13.Ra7 Rh8 14.Rd7 Rh3+ 15.Kf2 Ke4 16.Rd6 Rf3+ 17.Kg2 Rf5 18.Rxb6 Kxd4 19.Rb8 Bb7 20.Rxb7 Kxe5 21.f7 Kd6 22.Ra7 Kc5 23.Rc7+ Kb6 24.Rc6+ Kb7 25.Rxe6 Rxf7 26.Kg3 Rf8 27.Rd6 Re8 28.Ra6 Re3+ 29.Kg2 Re4 30.Rxa5 d4 31.Kf3
 41/58+	09:39	 6 083 887k	10 490k	+0,14	1.Bxg6
 41/59+	09:40	 6 088 751k	10 491k	+0,18	1.Bxg6
 41/66	09:53	 6 234 487k	10 501k	+0,20	1.Bxg6 Bxg5 2.Qxg5 fxg6 3.f5 Rg8 4.f6 Qf7 5.Kf3 Qh7 6.Rg2 Ke8 7.h5 Kf7 8.Rc2 Rc8 9.hxg6+ Qxg6 10.Qxg6+ Kxg6 11.Rg2+ Kf5 12.Rg7 Ba8 13.Rd7 Rc3+ 14.Kf2 Ke4 15.Rd6 Rf3+ 16.Kg2 Rf5 17.Rxb6 Kxd4 18.Rb8 Bb7 19.Rxb7 Kxe5 20.f7 Kd6 21.Ra7 Kc5 22.Rc7+ Kb6 23.Rd7 d4 24.Rxd4 Rxf7 25.Rc4 e5 26.Kg3 Rc7 27.Re4 Rd7 28.Kf2
 42/60+	10:01	 6 320 609k	10 508k	+0,26	1.Bxg6
 42/65+	10:12	 6 437 030k	10 516k	+0,31	1.Bxg6
 42/72	10:32	 6 651 314k	10 509k	+0,28	1.Bxg6 Bxg5 2.Qxg5 fxg6 3.f5 Rg8 4.f6 Qf7 5.Kf3 Qh7 6.Rg2 Ke8 7.h5 Kf7 8.Rc2 Rc8 9.hxg6+ Qxg6 10.Qxg6+ Kxg6 11.Rg2+ Kf5 12.Rg7 Ba8 13.Rd7 Rc3+ 14.Kf2 Ke4 15.Rd6 Rf3+ 16.Kg2 Rf5 17.Rxb6 Kxd4 18.Rb8 Bb7 19.Rxb7 Kxe5 20.f7 Kd6 21.Ra7 Kc5 22.Rc7+ Kb6 23.Rd7 d4 24.Rxd4 Rxf7 25.Rc4 e5 26.Kg3 Rc7 27.Re4 Re7 28.Kg4 Kc5 29.Kf3 Rf7+ 30.Ke3 Rf5 31.Rg4 Rf1
 43/63+	10:53	 6 843 530k	10 468k	+0,34	1.Bxg6


SF-McBrain-v40_x64_modern:
...
 30/27	00:21	 222 986k	10 453k	 0,00	1.Nxe6 fxe6 2.Bxg6 Qf8 3.h5 Ba3 4.Ke2 Qh6 5.f5 Rc8 6.fxe6+ Kd8 7.Rxc8+ Bxc8 8.Qf3 Bb4 9.Qxd5+ Ke7 10.Qc6 Qd2+ 11.Kf3 Qd1+ 12.Ke3 Qe1+ 13.Kf3 Qd1+
 31/27	00:35	 373 881k	10 473k	 0,00	1.Nxe6 fxe6 2.Bxg6 Qf8 3.h5 Ba3 4.Ke2 Qh6 5.f5 Rc8 6.fxe6+ Kd8 7.Rxc8+ Bxc8 8.Qf3 Bb4 9.Qxd5+ Ke7 10.Qc6 Qd2+ 11.Kf3 Qd1+ 12.Ke3 Qe1+ 13.Kf3 Qd1+
 32/27	00:45	 466 411k	10 260k	 0,00	1.Nxe6 fxe6 2.Bxg6 Qf8 3.h5 Ba3 4.Ke2 Qh6 5.f5 Rc8 6.fxe6+ Kd8 7.Rxc8+ Bxc8 8.Qf3 Bb4 9.Qxd5+ Ke7 10.Qc6 Qd2+ 11.Kf3 Qd1+ 12.Ke3 Qe1+ 13.Kf3 Qd1+
 33/48+	01:09	 703 965k	10 128k	+0,07	1.Bxg6
 33/48+	01:10	 712 522k	10 139k	+0,15	1.Bxg6
 33/49	01:11	 730 206k	10 156k	+0,19	1.Bxg6 Bxg5 2.Qxg5 fxg6 3.f5 Rg8 4.Qh6 Qf7 5.f6 Kd8 6.Kd3 Qd7 7.Qg5 Qf7 8.Qc1 Qd7 9.Qa3 Ke8 10.Qd6 Qxd6 11.exd6 Rf8 12.Rc7 Rxf6 13.Re7+ Kd8 14.Rxb7 Rf3+ 15.Kd2 Rf4 16.Ke3 Re4+ 17.Kd3 Rxh4 18.Rxb6 Rh3+ 19.Ke2 Ra3 20.Ra6 Rxa4 21.Ke3
 34/43+	01:18	 792 743k	10 121k	+0,24	1.Bxg6
 34/61+	01:20	 815 001k	10 107k	+0,29	1.Bxg6
 34/61+	01:22	 838 496k	10 107k	+0,50	1.Bxg6
 34/61-	01:29	 900 777k	10 097k	+0,12	1.Bxg6 Bxg5
 34/61	01:34	 954 889k	10 131k	 0,00	1.Bxg6 Bxg5 2.Qxg5 fxg6 3.f5 Rg8 4.Qh6 Qf7 5.f6 Kd8 6.Kd3 Bc8 7.Qc1 Bd7 8.Qa3 Qf8 9.Qc3 g5 10.Qc7+ Ke8 11.h5 Rh8 12.Qb8+ Kf7 13.Qa7 Ke8 14.f7+ Qxf7 15.Qa8+ Ke7 16.Qxh8 Qf3+ 17.Kd2 Qf2+ 18.Kc3 Qe3+ 19.Kb2 Qxd4+ 20.Rc3 Qd2+ 21.Kb3 Qd1+ 22.Rc2 Qd3+ 23.Kb2 Qd4+
 35/30+	01:43	 1 048 885k	10 153k	+0,07	1.Bxg6
 35/52+	01:43	 1 051 552k	10 154k	+0,15	1.Bxg6
 35/52+	01:43	 1 054 500k	10 154k	+0,26	1.Bxg6
 35/54	01:47	 1 090 438k	10 162k	+0,15	1.Bxg6 Bxg5 2.Qxg5 fxg6 3.f5 Rg8 4.Qh6 Qf7 5.f6 Kd8 6.Kd3 Bc8 7.Qd2 g5 8.Qc3 Qd7 9.hxg5 Rxg5 10.f7 Ke7 11.f8Q+ Kxf8 12.Qxc8+ Qxc8 13.Rxc8+ Ke7 14.Rc7+ Kd8 15.Rc6 Rg3+ 16.Ke2 Ke7 17.Rxb6 Ra3 18.Rb7+ Ke8 19.Kd2 Rxa4 20.Ke3 Kd8 21.Ra7 Ra3+ 22.Kf4 Ra4 23.Kg5 Rxd4 24.Kf6 Rb4


SF-McBrain-v40_x64_modern:
...
 38/29	04:35	 3 026 230k	10 973k	 0,00	1.Nxe6 fxe6 2.Bxg6 Qf8 3.h5 Ba3 4.Ke2 Qh6 5.f5 Rc8 6.fxe6+ Kd8 7.Rxc8+ Bxc8 8.Qf3 Bb4 9.e7+ Bxe7 10.Qxd5+ Kc7 11.Qc6+ Kb8 12.Bf7 Bg4+ 13.Kd3 Bf5+ 14.Ke2 Bg4+
 39/71+	07:13	 4 720 054k	10 890k	+0,07	1.Bxg6
 39/71+	07:14	 4 726 458k	10 890k	+0,15	1.Bxg6
 39/71+	07:25	 4 853 388k	10 890k	+0,63	1.Bxg6
 39/71	08:24	 5 484 173k	10 866k	+0,88	1.Bxg6 Bxg5 2.Qxg5 fxg6 3.f5 Rg8 4.f6 Qf7 5.Qh6 Kd8 6.Kf3 g5 7.hxg5 Rg6 8.Qh4 Rg8 9.Rf2 Bc8 10.Kg4 Bd7 11.Qh5 Be8 12.Qxf7 Bxf7 13.Rc2 Be8 14.Kf4 Rh8 15.g6 Bxg6 16.Rc6 Bf5 17.Rxb6 Rh4+ 18.Kg5 Rg4+ 19.Kh6 Ke8 20.Rb8+ Kf7 21.Rb7+ Kf8 22.b6 Rxd4 23.Ra7 Rh4+ 24.Kg5 Rg4+ 25.Kh5 Rxa4 26.b7 Rb4 27.Ra8+ Kf7 28.b8Q Rxb8
 40/56-	08:31	 5 554 869k	10 866k	+0,80	1.Bxg6 Bxg5
 40/56-	08:32	 5 573 097k	10 866k	+0,73	1.Bxg6 Bxg5
 40/65	08:43	 5 684 827k	10 851k	+0,80	1.Bxg6 Bxg5 2.Qxg5 fxg6 3.f5 Rg8 4.f6 Qf8 5.Ke2 Rh8 6.Qc1 Qb8 7.Qa3 Qf8 8.Qxf8 Rxf8 9.Ke3 Rf7 10.Kf4 Rh7 11.Kg5 Rh5+ 12.Kxg6 Rxh4 13.Rf2 Ke8 14.f7+ Kf8 15.Rc2 Rf4 16.Rc7 Rf1 17.Rxb7 Rg1+ 18.Kh5 Rh1+ 19.Kg4 Rg1+ 20.Kf3 Rf1+ 21.Ke3 Re1+ 22.Kd3 Ra1 23.Rxb6 Ra3+ 24.Ke2 Kxf7 25.Rb8 Ke7 26.b6 Kd7 27.Rg8 Rb3 28.Ra8 Kc6 29.b7 Rxb7 30.Rxa5 Rb4 31.Ke3 Kb7
 41/69-	09:29	 6 141 718k	10 788k	+0,72	1.Bxg6 Bxg5
 41/71+	09:53	 6 400 551k	10 785k	+0,82	1.Bxg6
 41/75+	10:31	 6 836 706k	10 826k	+0,97	1.Bxg6
 41/75-	10:48	 7 018 439k	10 819k	+0,65	1.Bxg6 Bxg5


SF-McBrain-v40_x64_modern:
...
 33/28	00:52	 569 437k	10 843k	 0,00	1.Nxe6 fxe6 2.Bxg6 Qf8 3.h5 Ba3 4.Ke2 Qh6 5.f5 Rc8 6.fxe6+ Kd8 7.Rxc8+ Bxc8 8.Qf3 Bb4 9.Qxd5+ Ke7 10.Kf3 Qd2 11.Qc6 Qd1+ 12.Kg2 Qg4+ 13.Kf1 Qd1+ 14.Kg2
 34/51+	01:26	 946 586k	10 927k	+0,07	1.Bxg6
 34/51+	01:27	 958 350k	10 929k	+0,15	1.Bxg6
 34/51+	01:33	 1 022 957k	10 943k	+0,63	1.Bxg6
 34/67	01:40	 1 098 981k	10 947k	+0,72	1.Bxg6 Bxg5 2.Qxg5 fxg6 3.f5 Rg8 4.Qh6 Qf7 5.f6 Kd8 6.Kf3 Qd7 7.Qg5 Qf7 8.Qc1 Qd7 9.Qa3 Ke8 10.Kg4 g5 11.h5 Qh7 12.Kg3 Rf8 13.Rf2 Qd7 14.h6 Qc7 15.Qd3 Qf7 16.h7 Rh8 17.Rh2 Qc7 18.Kg4 Qc1 19.Qg6+ Kd8 20.Qxg5
 35/56+	01:44	 1 146 204k	10 961k	+0,82	1.Bxg6
 35/56-	01:46	 1 162 590k	10 964k	+0,64	1.Bxg6 Bxg5
 35/56-	01:56	 1 274 894k	10 978k	+0,15	1.Bxg6 Bxg5
 35/56	01:57	 1 293 872k	10 982k	+0,10	1.Bxg6 Bxg5 2.Qxg5 fxg6 3.f5 Rg8 4.f6 Qf7 5.Kf3 Qh7 6.Rg2 Ke8 7.h5 Kf7 8.Rc2 Rc8 9.Qxg6+ Qxg6 10.hxg6+ Kxg6 11.Rg2+ Kf5 12.Rg7 Rb8 13.Ke3 Ba8 14.f7 Rf8 15.Rg8 Rxf7 16.Rxa8 Rh7 17.Rf8+ Kg5 18.Rb8 Rh3+ 19.Kd2 Kf5 20.Rxb6 Ra3 21.Ra6 Rxa4 22.Kd3 Ra3+ 23.Kc2 Ke4 24.Rxe6 Kxd4
 36/54+	02:01	 1 338 358k	10 989k	+0,14	1.Bxg6
 36/54+	02:02	 1 350 992k	10 991k	+0,18	1.Bxg6
 36/60+	02:04	 1 370 872k	10 991k	+0,25	1.Bxg6
jdart
Posts: 4366
Joined: Fri Mar 10, 2006 5:23 am
Location: http://www.arasanchess.org

Re: AlphaZero: The 10 Top Shots

Post by jdart »

#10 is hard too. Arasan did not solve this with 4 cores in 10 minutes:

[D] rn3rq1/p5k1/2p2bp1/1p4p1/8/2P1B1PQ/5PK1/3R3R w - -

Komodo 11.2.2 solved it, according to ChessBase.

I am becoming more impressed by AlphaZero :-). It looks though like maybe c4 might not be the unique best move here though.

--Jon
User avatar
Eelco de Groot
Posts: 4561
Joined: Sun Mar 12, 2006 2:40 am
Full name:   

Re: AlphaZero: The 10 Top Shots

Post by Eelco de Groot »

jdart wrote:#10 is hard too. Arasan did not solve this with 4 cores in 10 minutes:

[D] rn3rq1/p5k1/2p2bp1/1p4p1/8/2P1B1PQ/5PK1/3R3R w - -

Komodo 11.2.2 solved it, according to ChessBase.

I am becoming more impressed by AlphaZero :-). It looks though like maybe c4 might not be the unique best move here though.

--Jon
Hi Jon,

This one Kaissa can do I think, although I have not tried without Multi PV yet, I have used Multi PV = 2 all the time tweaking the eval a bit. Only for this game so I could have broken King Safety :oops: Mostly a King Safety issue; Stockfish has King Tropism that I put the turbo screws on. And then singular Extesions Or a Neural Network. But you should not turn King Tropism up too much.

No. 9 is much harder but No. 10 see below AlphaZero SF game 10 Does Your Engine Find 29Qh3? (Starting with Move 27) I think most of the sequence is forced, except that 27...Bxe4 is better than 27... Bg6 But I have not checked 32. c4 separately.
Debugging is twice as hard as writing the code in the first
place. Therefore, if you write the code as cleverly as possible, you
are, by definition, not smart enough to debug it.
-- Brian W. Kernighan
peter
Posts: 3185
Joined: Sat Feb 16, 2008 7:38 am
Full name: Peter Martan

Re: AlphaZero: The 10 Top Shots

Post by peter »

Happy New Year, Walter!
Nice gifts again yet still in the old one, here and in Glarean
:!:
Peter.
zullil
Posts: 6442
Joined: Tue Jan 09, 2007 12:31 am
Location: PA USA
Full name: Louis Zulli

Re: AlphaZero: The 10 Top Shots

Post by zullil »

jdart wrote:#10 is hard too. Arasan did not solve this with 4 cores in 10 minutes:

[D] rn3rq1/p5k1/2p2bp1/1p4p1/8/2P1B1PQ/5PK1/3R3R w - -

Komodo 11.2.2 solved it, according to ChessBase.

I am becoming more impressed by AlphaZero :-). It looks though like maybe c4 might not be the unique best move here though.

--Jon
Latest Stockfish finds c4:

Code: Select all

info depth 44 currmove d1d6 currmovenumber 1
info depth 44 currmove c3c4 currmovenumber 2
info depth 44 seldepth 47 multipv 1 score cp 7 lowerbound nodes 7416136916 nps 31410733 hashfull 934 tbhits 0 time 236102 pv c3c4
info depth 44 currmove c3c4 currmovenumber 1
info depth 44 seldepth 49 multipv 1 score cp 15 lowerbound nodes 8361639373 nps 31647222 hashfull 959 tbhits 0 time 264214 pv c3c4
info depth 44 currmove c3c4 currmovenumber 1
info depth 44 seldepth 49 multipv 1 score cp 26 lowerbound nodes 9631700156 nps 31814038 hashfull 971 tbhits 0 time 302750 pv c3c4
info depth 44 currmove c3c4 currmovenumber 1
info depth 44 seldepth 49 multipv 1 score cp 42 lowerbound nodes 11508617765 nps 31486034 hashfull 984 tbhits 0 time 365515 pv c3c4
info depth 44 currmove c3c4 currmovenumber 1
info depth 44 seldepth 62 multipv 1 score cp 63 lowerbound nodes 16167842812 nps 30392795 hashfull 999 tbhits 0 time 531963 pv c3c4
info depth 44 currmove c3c4 currmovenumber 1
info depth 44 seldepth 69 multipv 1 score cp 92 lowerbound nodes 19468059194 nps 30478895 hashfull 999 tbhits 0 time 638739 pv c3c4
info depth 44 currmove c3c4 currmovenumber 1
info depth 44 seldepth 80 multipv 1 score cp 131 lowerbound nodes 22901479867 nps 30432687 hashfull 999 tbhits 0 time 752529 pv c3c4
info depth 44 currmove c3c4 currmovenumber 1
info depth 44 currmove d1d6 currmovenumber 2
info depth 44 currmove h3c8 currmovenumber 3
info depth 44 currmove h3h7 currmovenumber 4
info depth 44 currmove g2g1 currmovenumber 5
info depth 44 currmove h3f5 currmovenumber 6
info depth 44 currmove h3h2 currmovenumber 7
info depth 44 currmove h3h4 currmovenumber 8
info depth 44 currmove h1h2 currmovenumber 9
info depth 44 currmove h3e6 currmovenumber 10
info depth 44 currmove h1g1 currmovenumber 11
info depth 44 currmove h3h8 currmovenumber 12
info depth 44 currmove f2f4 currmovenumber 13
info depth 44 currmove h3h6 currmovenumber 14
info depth 44 currmove d1d3 currmovenumber 15
info depth 44 currmove d1d8 currmovenumber 16
info depth 44 currmove d1e1 currmovenumber 17
info depth 44 currmove f2f3 currmovenumber 18
info depth 44 currmove e3d4 currmovenumber 19
info depth 44 currmove h3g4 currmovenumber 20
info depth 44 currmove h1e1 currmovenumber 21
info depth 44 currmove d1g1 currmovenumber 22
info depth 44 currmove h3h5 currmovenumber 23
info depth 44 currmove d1d2 currmovenumber 24
info depth 44 currmove h3d7 currmovenumber 25
info depth 44 currmove e3d2 currmovenumber 26
info depth 44 currmove d1d7 currmovenumber 27
info depth 44 currmove d1f1 currmovenumber 28
info depth 44 currmove d1d5 currmovenumber 29
info depth 44 currmove h1f1 currmovenumber 30
info depth 44 currmove d1c1 currmovenumber 31
info depth 44 currmove e3c5 currmovenumber 32
info depth 44 currmove d1d4 currmovenumber 33
info depth 44 currmove g3g4 currmovenumber 34
info depth 44 currmove g2f1 currmovenumber 35
info depth 44 currmove e3f4 currmovenumber 36
info depth 44 currmove d1b1 currmovenumber 37
info depth 44 currmove e3b6 currmovenumber 38
info depth 44 currmove g2h2 currmovenumber 39
info depth 44 currmove d1a1 currmovenumber 40
info depth 44 currmove g2f3 currmovenumber 41
info depth 44 currmove e3c1 currmovenumber 42
info depth 44 currmove e3g5 currmovenumber 43
info depth 44 currmove e3a7 currmovenumber 44
info depth 44 seldepth 80 multipv 1 score cp 174 nodes 34112679861 nps 30822222 hashfull 999 tbhits 0 time 1106756 pv c3c4 f8e8 d1d6 f6e5 e3d4 e5d4 d6d4 e8d8 d4d8 g8d8 h3e6 b8d7 h1d1 d7f8 d1d8 f8e6 d8a8 b5c4 a8a7 g7f6 a7a4 c4c3 a4c4 c6c5 c4c3 f6e5 c3c4 e5d5 c4g4 d5e5 g2f1 e5f5 g4a4 e6d4 a4c4 d4e6 f1e2 f5e5 e2e3 e5d5 c4g4 d5e5 g4a4 e6d4 a4a6 d4f5 e3d3 f5d6 d3e2 e5d5 g3g4 d5e5 f2f3 e5d5 e2f2 d5e5 a6c6 e5d5 c6c7
zullil
Posts: 6442
Joined: Tue Jan 09, 2007 12:31 am
Location: PA USA
Full name: Louis Zulli

Re: AlphaZero: The 10 Top Shots

Post by zullil »

A bit deeper:

Code: Select all

info depth 46 seldepth 85 multipv 1 score cp 213 nodes 69438741749 nps 31203486 hashfull 999 tbhits 0 time 2225352 pv c3c4 a7a5 d1d6 b5c4 h3h6 g7f7 e3g5 f6e5 h1d1 a8a7 h6h4 g8h8 g5h6 e5d6 d1d6 a7e7 h4f4 f7e8 h6f8 h8e5 f8e7 e5f4 g3f4 e8e7 d6g6 a5a4 g2f3 c4c3 f3e2 a4a3 g6g5 b8d7 g5a5 c3c2 e2d2 d7b6 d2c2 b6d5 a5a3 d5f4 c2c3 f4d5 c3d4 e7e6 a3a6 e6d6 a6a5 d5f6 a5c5 f6d7 c5c1 c6c5 d4e4 d6e6 c1e1 d7b6 e1h1 b6d7 h1c1 d7f6 e4f4
zullil
Posts: 6442
Joined: Tue Jan 09, 2007 12:31 am
Location: PA USA
Full name: Louis Zulli

Re: AlphaZero: The 10 Top Shots

Post by zullil »

Stopping here:

Code: Select all

info depth 51 seldepth 81 multipv 1 score cp 245 nodes 170421135438 nps 32645913 hashfull 999 tbhits 0 time 5220290 pv c3c4 f8e8 e3d4 f6d4 d1d4 e8d8 d4d8 g8d8 h3e6 b8d7 h1d1 d7f8 d1d8 f8e6 d8a8 b5c4 a8a7 g7f8 a7a4 f8e7 a4c4 e7d6 c4g4 d6c5 g2f3 c5d5 f3e3 d5d6 g4a4 e6c7 a4a5 c7e6 a5a8 d6e7 a8c8 e6d8 e3e4 e7d7 c8a8 d7e7 a8a7 e7f6 a7a6 f6e6 e4d4 e6f5 d4c5 f5e6 a6a3 e6d7 a3a7 d7e6 c5d4 e6d6 a7a8 d8e6 d4c4 d6e7 a8c8 e6d8 c4d4 e7d7