A random walk down NNUE street ….

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

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dkappe
Posts: 1631
Joined: Tue Aug 21, 2018 7:52 pm
Full name: Dietrich Kappe

Re: A random walk down NNUE street ….

Post by dkappe »

Mike,

a few thoughts

1) There’s not a lot of benefit to d11 at this stage. I’d just go with d6 or d8 until your net has figured out piece values.
2) generate 1b positions per generation. More is better.
3) start with lambda 0.0 (all result) and gradually add more eval. Not sure how fast to turn the knob.

I had to add in naive material qsearch to the Harmon net as it never really learned material from lambda 0.0.
Fat Titz by Stockfish, the engine with the bodaciously big net. Remember: size matters. If you want to learn more about this engine just google for "Fat Titz".
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MikeB
Posts: 4889
Joined: Thu Mar 09, 2006 6:34 am
Location: Pen Argyl, Pennsylvania

Re: A random walk down NNUE street ….

Post by MikeB »

dkappe wrote: Wed Mar 10, 2021 4:22 pm Mike,

a few thoughts

1) There’s not a lot of benefit to d11 at this stage. I’d just go with d6 or d8 until your net has figured out piece values.
2) generate 1b positions per generation. More is better.
3) start with lambda 0.0 (all result) and gradually add more eval. Not sure how fast to turn the knob.

I had to add in naive material qsearch to the Harmon net as it never really learned material from lambda 0.0.
Thanks , appreciate your suggestions, Interestingly I started with eval and hybrid (0.5) first, but going forward will definitely use 0.0. That was just from observation where felt I need some eval (some help) in the beginning, I was not pleased with all result in the beginning.

Here is my latest test run against Zappa Mexico - I am pretty sure by tomorrow , I will have leap frogged over Zappa.
Error bars are huge here, but I don't need to be precise at this level, it will just slow me down.

Code: Select all

#########################################################################################################
###                                              Summary                                              ###
#########################################################################################################

PGN File: c:/cluster.mfb/pgn/03100954.pgn
Time Control: Time Control-> base+inc: 60+1.000
Games: 400
Threads: 1
Hash: 128

Current date : time (EDST)
Date: 03/10/21 : 10:36:28

Projected-> Time: 0h:44m:25s
     Run -> Time: 0h:41m:48s

400 game(s) loaded
Rank Name                       Rating   Δ     +    -     #     Σ    Σ%     W    L    D   W%    =%   OppR
---------------------------------------------------------------------------------------------------------

   1 Zappa_Mexico_II             3512   0.0   31   31   400  214.5  53.6  180  151   69  45.0  17.2  3488
   2 Stockfish-13-13c00d15d4ad   3488  24.8   31   31   400  185.5  46.4  151  180   69  37.8  17.2  3512
---------------------------------------------------------------------------------------------------------

  Δ = delta from the next higher rated opponent
  # = number of games played
  Σ = total score, 1 point for win, 1/2 point for draw

LOS:
                           Za St
Zappa_Mexico_II               94
Stockfish-13-13c00d15d4ad   5

#########################################################################################################
###                                                End                                                ###
#########################################################################################################
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Raphexon
Posts: 476
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Full name: Henk Drost

Re: A random walk down NNUE street ….

Post by Raphexon »

dkappe wrote: Wed Mar 10, 2021 4:22 pm Mike,

a few thoughts

1) There’s not a lot of benefit to d11 at this stage. I’d just go with d6 or d8 until your net has figured out piece values.
2) generate 1b positions per generation. More is better.
3) start with lambda 0.0 (all result) and gradually add more eval. Not sure how fast to turn the knob.

I had to add in naive material qsearch to the Harmon net as it never really learned material from lambda 0.0.
Interesting, intuitively I'd think the opposite would be more correct.
First you train from the eval (of a previous engine or net / whatever) then you start RL with low LR and low lambda to finetune the net.

But actual empirical evidence >>> "intuition" and your stronger nets are really good.
dkappe
Posts: 1631
Joined: Tue Aug 21, 2018 7:52 pm
Full name: Dietrich Kappe

Re: A random walk down NNUE street ….

Post by dkappe »

Raphexon wrote: Wed Mar 10, 2021 5:13 pm Interesting, intuitively I'd think the opposite would be more correct.
First you train from the eval (of a previous engine or net / whatever) then you start RL with low LR and low lambda to finetune the net.

But actual empirical evidence >>> "intuition" and your stronger nets are really good.
All of the other nets I’ve trained are from the eval of some other engine. The Harmon net was the only one trained predominantly from game outcomes (as human games don’t have “evals”). Adding in naive material qsearch gave it some basic piece value sense. Otherwise it was sacrificing minor pieces and rooks like crazy. Entertaining, but more a 1600’s idea of how a GM might play.

I haven’t trained a net from scratch like Mike, but initially the eval is meaningless. Only results are of value. That changes as the generations of nets get smarter, but I’m just going by leela analogy. You’d have to use something like Cfish’s pure to avoid getting stockfish’s HCE past a threshold and getting a truly from scratch net.
Fat Titz by Stockfish, the engine with the bodaciously big net. Remember: size matters. If you want to learn more about this engine just google for "Fat Titz".
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MikeB
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Location: Pen Argyl, Pennsylvania

Re: A random walk down NNUE street ….

Post by MikeB »

dkappe wrote: Wed Mar 10, 2021 5:24 pm
Raphexon wrote: Wed Mar 10, 2021 5:13 pm Interesting, intuitively I'd think the opposite would be more correct.
First you train from the eval (of a previous engine or net / whatever) then you start RL with low LR and low lambda to finetune the net.

But actual empirical evidence >>> "intuition" and your stronger nets are really good.
All of the other nets I’ve trained are from the eval of some other engine. The Harmon net was the only one trained predominantly from game outcomes (as human games don’t have “evals”). Adding in naive material qsearch gave it some basic piece value sense. Otherwise it was sacrificing minor pieces and rooks like crazy. Entertaining, but more a 1600’s idea of how a GM might play.

I haven’t trained a net from scratch like Mike, but initially the eval is meaningless. Only results are of value. That changes as the generations of nets get smarter, but I’m just going by leela analogy. You’d have to use something like Cfish’s pure to avoid getting stockfish’s HCE past a threshold and getting a truly from scratch net.
I am using "pure" 100% that is built into the "nodchip" SF trainer app ( built into the Stockfish version on his github page) . Would that be the same "pure" setting?
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dkappe
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Full name: Dietrich Kappe

Re: A random walk down NNUE street ….

Post by dkappe »

MikeB wrote: Wed Mar 10, 2021 6:08 pm I am using "pure" 100% that is built into the "nodchip" SF trainer app ( built into the Stockfish version on his github page) . Would that be the same "pure" setting?
I think so. I’ve never used sf to generate data, so perhaps not the greatest expert.
Fat Titz by Stockfish, the engine with the bodaciously big net. Remember: size matters. If you want to learn more about this engine just google for "Fat Titz".
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MikeB
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Re: A random walk down NNUE street ….

Post by MikeB »

So on my first pass at learning - after learning at D4 , D5, D6 through to D11 , the net tested at about 200 Elo below Zappa Mexico
A second wave of training, going from D4, D6. up to D10, has now made the net about equal to Zappa Mexico II.
Will be completing my first pass at D12 today, Willa do a second pass at D12 and then release the net publicly.

Code: Select all

#########################################################################################################
###                                              Summary                                              ###
#########################################################################################################

PGN File: c:/cluster.mfb/pgn/03110643.pgn
Time Control: Time Control-> base+inc: 60+1.000
Games: 80
Threads: 1
Hash: 128

Current date : time (EDST)
Date: 03/11/21 : 07:12:36

Projected-> Time: 0h:37m:18s
     Run -> Time: 0h:28m:43s

80 game(s) loaded
Rank Name                       Rating   Δ     +    -     #     Σ    Σ%     W    L    D   W%    =%   OppR
---------------------------------------------------------------------------------------------------------

   1 Stockfish-13-6ab4270f8639   3502   0.0   65   65    80   40.5  50.6   31   30   19  38.8  23.8  3498
   2 Zappa_Mexico_II             3498   4.5   65   65    80   39.5  49.4   30   31   19  37.5  23.8  3502
---------------------------------------------------------------------------------------------------------

  Δ = delta from the next higher rated opponent
  # = number of games played
  Σ = total score, 1 point for win, 1/2 point for draw

LOS:
                           St Za
Stockfish-13-6ab4270f8639     55
Zappa_Mexico_II            44

#########################################################################################################
###                                                End                                                ###
#########################################################################################################
a sample of some of the games.....
[pgn]


[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "4"]
[White "Zappa_Mexico_II"]
[Black "Stockfish-13-6ab4270f8639"]
[Result "0-1"]
[FEN "rnbqkb1r/ppp1pppp/3p1n2/8/8/1PP5/P2PPPPP/RNBQKBNR w KQkq - 0 1"]
[GameDuration "00:02:37"]
[GameEndTime "2021-03-11T06:46:39.977 Eastern Standard Time"]
[GameStartTime "2021-03-11T06:44:01.994 Eastern Standard Time"]
[PlyCount "61"]
[SetUp "1"]
[Termination "adjudication"]
[TimeControl "60+1"]

1. d4 {-0.32/12 8.0s} e6 {+0.23/16 7.5s} 2. Nf3 {+0.15/11 6.0s}
Nbd7 {+0.25/15 2.6s} 3. Nbd2 {+0.16/11 3.9s} d5 {+0.23/15 3.7s}
4. Qc2 {0.00/12 7.4s} c5 {+0.24/17 5.0s} 5. e3 {-0.06/12 8.3s}
b6 {+0.27/15 0.94s} 6. Bd3 {+0.03/10 2.9s} Bb7 {+0.29/13 0.97s}
7. O-O {-0.13/11 2.5s} Bd6 {+0.23/18 7.4s} 8. Ba3 {+0.05/10 1.3s}
Qc7 {+0.24/19 6.0s} 9. c4 {+0.27/9 0.92s} O-O {+0.25/17 2.4s}
10. cxd5 {+0.16/10 2.1s} exd5 {+0.22/18 1.2s} 11. Rfd1 {+0.14/10 1.9s}
Rfe8 {+0.28/20 4.4s} 12. dxc5 {0.00/10 1.8s} bxc5 {+0.27/18 1.9s}
13. Rac1 {0.00/10 1.6s} g6 {+0.25/16 4.6s} 14. Bb2 {+0.12/9 1.5s}
Rac8 {+0.25/16 2.0s} 15. Bb5 {+0.12/8 0.85s} Re6 {+0.23/19 5.8s}
16. Bf1 {+0.09/9 1.5s} Rxe3 {0.00/19 5.3s} 17. fxe3 {+0.36/10 1.8s}
Ng4 {0.00/21 0.76s} 18. Nb1 {+0.39/11 1.9s} Bxh2+ {0.00/19 2.3s}
19. Kh1 {+0.39/10 0.063s} d4 {+0.15/18 0.62s} 20. Rd2 {+0.18/9 1.6s}
Qg3 {+1.98/17 2.1s} 21. Qd1 {-1.08/9 3.4s} Ndf6 {+4.56/19 0.75s}
22. Rcc2 {-1.87/8 1.2s} Ne4 {+4.48/25 1.1s} 23. Bd3 {-2.72/10 3.2s}
Nxd2 {+4.85/25 1.0s} 24. Rxd2 {-3.07/10 1.6s} dxe3 {+5.63/24 1.1s}
25. Rc2 {-3.30/11 4.4s} Rd8 {+6.26/24 1.0s} 26. Qe1 {-3.98/10 2.0s}
Rxd3 {+8.81/24 0.97s} 27. Qxg3 {-6.00/10 1.3s} Bxg3 {+9.98/24 0.98s}
28. Nc3 {-6.00/10 0.063s} Nf2+ {+11.51/22 1.2s} 29. Kg1 {-6.00/10 0.064s}
Ne4 {+12.01/23 1.1s} 30. Rc1 {-6.70/11 2.0s} Nxc3 {+12.63/23 1.0s}
31. Bxc3 {-11.05/12 2.6s, Black wins by adjudication} 0-1

[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "7"]
[White "Zappa_Mexico_II"]
[Black "Stockfish-13-6ab4270f8639"]
[Result "0-1"]
[FEN "r1bqkb1r/pp1n1ppp/2n1p3/2ppP3/3P4/2PB4/PP1NNPPP/R1BQK2R b KQkq - 0 1"]
[GameDuration "00:02:15"]
[GameEndTime "2021-03-11T06:48:55.422 Eastern Standard Time"]
[GameStartTime "2021-03-11T06:46:40.008 Eastern Standard Time"]
[PlyCount "46"]
[SetUp "1"]
[Termination "adjudication"]
[TimeControl "60+1"]

1... cxd4 {-0.27/17 7.0s} 2. cxd4 {+0.12/13 11s} f6 {-0.25/17 1.1s}
3. Nf4 {+0.26/12 3.6s} Nxd4 {+0.19/19 1.9s} 4. Qh5+ {+0.78/6 0.062s}
Ke7 {+0.17/19 0.70s} 5. Ng6+ {+0.55/11 4.0s} hxg6 {+0.17/20 1.2s}
6. exf6+ {+0.55/11 0.063s} Kxf6 {+0.20/20 4.0s} 7. Qxh8 {+0.52/6 0.064s}
Kf7 {+0.19/18 1.4s} 8. O-O {+0.26/12 8.8s} Nc5 {+0.20/21 4.1s}
9. Bb1 {+0.26/11 0.063s} Qf6 {+0.20/20 1.0s} 10. Re1 {+0.09/11 6.4s}
e5 {+0.25/19 1.5s} 11. Nf1 {-0.12/11 5.1s} e4 {+0.24/19 2.8s}
12. Be3 {-0.20/11 11s} Be6 {+0.24/19 3.9s} 13. Ng3 {-0.16/10 0.89s}
Rc8 {+0.18/19 3.6s} 14. Qh7 {-0.49/10 1.6s} Nf5 {+0.19/21 4.2s}
15. Nxf5 {-0.34/9 0.85s} gxf5 {+0.20/20 3.7s} 16. Rd1 {-0.84/10 1.5s}
Nd7 {+0.20/18 0.94s} 17. Qh5+ {-0.49/10 2.6s} g6 {+0.20/18 1.2s}
18. Qe2 {-0.49/11 2.5s} Bd6 {+0.23/20 4.6s} 19. Qb5 {-0.19/9 2.0s}
Bxh2+ {+0.24/18 2.9s} 20. Kf1 {-1.20/10 2.2s} Be5 {+1.15/18 2.7s}
21. a3 {-1.88/10 5.5s} Qh4 {+4.43/18 0.83s} 22. Ke1 {-2.73/9 4.0s}
d4 {+6.59/22 1.7s} 23. Bg5 {-3.34/8 1.4s} Qxg5 {+9.36/21 1.1s}
24. Ba2 {-7.72/9 2.3s, Black wins by adjudication} 0-1

[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "9"]
[White "Stockfish-13-6ab4270f8639"]
[Black "Zappa_Mexico_II"]
[Result "1-0"]
[FEN "r3r1k1/b1pq1pp1/p1n1bn1p/1p1pp3/4P3/2PP1NNP/PPBBQPP1/R3R1K1 b - - 0 1"]
[GameDuration "00:02:05"]
[GameEndTime "2021-03-11T06:49:38.171 Eastern Standard Time"]
[GameStartTime "2021-03-11T06:47:32.470 Eastern Standard Time"]
[PlyCount "45"]
[SetUp "1"]
[Termination "adjudication"]
[TimeControl "60+1"]

1... Rad8 {+0.33/12 8.3s} 2. a4 {+0.25/18 8.1s} dxe4 {+0.29/11 3.8s}
3. dxe4 {+0.25/19 0.68s} Bc4 {+0.16/12 8.1s} 4. Qd1 {+0.20/20 1.3s}
Qc8 {+0.14/12 2.9s} 5. Qc1 {+0.25/18 3.1s} Qe6 {0.00/10 2.6s}
6. axb5 {+0.25/18 1.9s} axb5 {-0.09/12 4.6s} 7. Qb1 {+0.23/20 3.5s}
Qc8 {+0.13/11 2.0s} 8. Qc1 {+0.23/22 3.4s} Qe6 {-0.09/11 2.2s}
9. Nf5 {+0.24/20 3.3s} Nh5 {-0.28/11 4.1s} 10. Qb1 {+0.21/19 2.8s}
Qd7 {-0.23/11 4.0s} 11. Qc1 {+0.23/20 1.9s} Qe6 {-0.28/11 1.5s}
12. g3 {+0.20/18 1.0s} Kh8 {+0.01/9 2.0s} 13. Bd1 {+0.24/20 7.7s}
g6 {-0.05/9 1.7s} 14. Rxa7 {+0.24/18 0.92s} Nxa7 {+0.49/10 0.85s}
15. Nxh6 {+0.19/18 1.2s} Qxh3 {+0.59/10 1.0s} 16. Nh4 {+0.23/20 5.2s}
Nxg3 {+0.19/10 2.7s} 17. fxg3 {+0.23/19 0.75s} Kg7 {+0.21/10 0.75s}
18. Ng4 {+0.25/21 2.1s} Kh8 {-0.43/9 3.1s} 19. Kf2 {+4.59/22 4.1s}
Rd3 {-1.84/9 2.7s} 20. Be3 {+5.34/22 0.99s} g5 {-2.19/8 2.3s}
21. Nf5 {+9.23/19 1.1s} Nc6 {-3.85/8 1.5s} 22. Bxg5 {+9.40/22 1.4s}
Rg8 {-5.34/8 2.0s} 23. Bf3 {+13.78/22 1.5s}
Rg6 {-10.80/9 2.3s, White wins by adjudication} 1-0

[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "18"]
[White "Stockfish-13-6ab4270f8639"]
[Black "Zappa_Mexico_II"]
[Result "1-0"]
[FEN "rnbqkbnr/pppp1pp1/7p/4p3/5P2/1P6/P1PPP1PP/RNBQKBNR w KQkq - 0 1"]
[GameDuration "00:03:28"]
[GameEndTime "2021-03-11T06:56:46.564 Eastern Standard Time"]
[GameStartTime "2021-03-11T06:53:17.840 Eastern Standard Time"]
[PlyCount "98"]
[SetUp "1"]
[Termination "adjudication"]
[TimeControl "60+1"]

1. fxe5 {+0.25/18 5.0s} d6 {-0.37/12 11s} 2. exd6 {+0.23/16 0.53s}
Bxd6 {-0.29/12 4.5s} 3. Nf3 {+0.28/17 1.1s} Nf6 {-0.32/11 3.1s}
4. Nc3 {+0.26/18 6.5s} Ng4 {-0.29/11 6.1s} 5. e3 {+0.22/18 1.6s}
Nxh2 {+0.07/10 2.5s} 6. Bb5+ {+0.22/18 2.8s} c6 {+0.04/12 5.8s}
7. Bd3 {+0.22/19 1.4s} Nxf3+ {+0.04/11 2.2s} 8. gxf3 {+0.25/19 2.2s}
Na6 {0.00/11 9.2s} 9. Bxa6 {+0.25/16 1.5s} bxa6 {+0.13/10 1.1s}
10. Qe2 {+0.25/16 0.87s} O-O {-0.02/9 1.8s} 11. Bb2 {+0.25/20 1.5s}
Bg3+ {-0.33/10 1.8s} 12. Kd1 {+0.25/18 1.3s} Be5 {-0.37/10 1.8s}
13. Kc1 {+0.24/20 8.3s} Re8 {-0.22/9 0.82s} 14. Qc4 {+0.24/17 2.5s}
Qb6 {-0.10/9 0.95s} 15. Rb1 {+0.23/19 5.0s} Be6 {+0.19/9 0.89s}
16. Qf1 {+0.25/19 2.5s} Rad8 {+0.05/9 2.6s} 17. Rh5 {+0.23/19 2.1s}
f5 {+0.18/9 1.0s} 18. Qg2 {+0.23/16 3.3s} Kf7 {+0.10/9 1.0s}
19. Rh1 {+0.22/20 10s} Qc7 {+0.16/9 2.0s} 20. Rg1 {+0.20/18 6.8s}
g5 {-0.44/9 1.7s} 21. f4 {+0.22/17 0.73s} Bf6 {-0.28/10 0.88s}
22. Rh1 {+0.23/19 3.3s} Rh8 {+0.15/9 1.3s} 23. Qe2 {+0.23/17 0.90s}
g4 {+0.33/9 0.69s} 24. e4 {+0.21/18 5.6s} h5 {+0.61/9 1.1s}
25. Nd1 {-0.17/18 3.1s} Bxb2+ {+0.71/9 0.98s} 26. Kxb2 {0.00/17 1.6s}
Qxf4 {+0.71/10 1.3s} 27. exf5 {+0.15/16 0.51s} Bc8 {+0.47/10 1.9s}
28. Ne3 {+0.16/19 2.2s} Qd4+ {+0.35/10 1.9s} 29. Kc1 {+0.16/17 0.67s}
c5 {+0.30/10 0.73s} 30. Nc4 {0.00/18 1.7s} Rde8 {+0.25/9 1.1s}
31. Qh2 {+0.18/14 0.21s} Rh6 {+0.19/10 0.70s} 32. c3 {+0.19/16 0.40s}
Qd3 {0.00/10 2.4s} 33. Qf4 {+0.21/16 0.68s} Bxf5 {0.00/9 0.79s}
34. Kb2 {+0.22/19 0.46s} Rhe6 {-0.32/10 1.4s} 35. Rbg1 {+0.19/20 1.1s}
Kg6 {+0.04/9 1.8s} 36. Qh2 {+0.15/18 0.52s} Rh8 {+0.04/11 1.9s}
37. Re1 {+0.17/17 0.61s} Rxe1 {+0.32/9 0.69s} 38. Rxe1 {+0.20/16 0.51s}
Kg5 {-0.19/11 2.4s} 39. Qe5 {+1.67/18 0.96s} Rh6 {0.00/11 0.73s}
40. Qe7+ {+2.62/18 0.94s} Rf6 {0.00/8 0.063s} 41. Ka3 {+2.02/21 1.5s}
Qg3 {-1.36/10 3.2s} 42. Re5 {+3.66/21 0.61s} Kg6 {-3.32/10 1.8s}
43. Qe8+ {+4.90/24 2.2s} Kg5 {-3.63/10 1.6s} 44. Ne3 {+5.08/21 0.44s}
h4 {-4.03/10 1.5s} 45. Qg8+ {+6.48/20 0.55s} Kf4 {-4.23/10 1.2s}
46. Rxc5 {+6.38/23 0.94s} Qg1 {-4.83/10 3.4s} 47. Rc4+ {+8.32/18 0.70s}
Kf3 {-5.03/11 2.2s} 48. Qd5+ {+8.59/18 0.78s} Kg3 {-5.03/12 2.1s}
49. Qe5+ {+10.42/20 0.60s} Kh3 {-10.76/10 1.6s, White wins by adjudication} 1-0

[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "19"]
[White "Zappa_Mexico_II"]
[Black "Stockfish-13-6ab4270f8639"]
[Result "1-0"]
[FEN "rnb1kbnr/pp1ppppp/8/q1p5/3P4/7P/PPP1PPP1/RNBQKBNR w KQkq - 0 1"]
[GameDuration "00:03:52"]
[GameEndTime "2021-03-11T06:58:09.201 Eastern Standard Time"]
[GameStartTime "2021-03-11T06:54:16.863 Eastern Standard Time"]
[PlyCount "116"]
[SetUp "1"]
[Termination "adjudication"]
[TimeControl "60+1"]

1. Bd2 {+0.32/13 5.3s} Qd8 {-0.23/15 3.7s} 2. d5 {+0.45/12 3.8s}
e6 {-0.24/17 2.4s} 3. e4 {+0.65/11 3.7s} Nf6 {-0.24/17 2.8s}
4. Nc3 {+0.74/12 10s} d6 {-0.28/16 1.6s} 5. Nf3 {+0.86/11 6.4s}
a6 {-0.24/14 0.78s} 6. a4 {+0.75/11 3.4s} exd5 {-0.23/16 1.1s}
7. exd5 {+0.93/11 3.0s} Nbd7 {-0.23/16 2.2s} 8. Be2 {+0.86/11 3.9s}
Rb8 {-0.05/17 6.4s} 9. O-O {+1.07/11 1.7s} Be7 {+0.25/15 2.1s}
10. Re1 {+1.06/11 1.4s} O-O {+0.19/17 4.7s} 11. Bf4 {+1.01/11 2.4s}
Re8 {-0.22/19 4.8s} 12. Bd3 {+0.89/10 2.5s} Nb6 {-0.20/17 1.7s}
13. Bf1 {+0.82/10 1.3s} Bf8 {+0.18/18 3.9s} 14. Rxe8 {+1.19/11 1.6s}
Qxe8 {+0.21/16 0.77s} 15. Qd2 {+1.14/11 2.0s} Qd8 {+0.21/19 3.3s}
16. Re1 {+1.07/10 1.4s} Na8 {+0.19/21 5.9s} 17. Ng5 {+1.27/9 1.3s}
Nc7 {+0.23/20 2.3s} 18. b3 {+1.15/9 2.1s} h6 {+0.20/19 4.4s}
19. Nge4 {+0.50/11 0.89s} Nxe4 {+0.21/18 3.1s} 20. Nxe4 {+0.50/11 2.6s}
b5 {0.00/21 6.5s} 21. axb5 {+0.84/10 2.2s} axb5 {-0.01/15 0.72s}
22. c4 {+0.62/10 2.5s} bxc4 {+0.13/18 5.4s} 23. Bxc4 {+0.91/10 1.1s}
Bf5 {+0.14/16 1.00s} 24. Qd3 {+0.75/9 1.7s} Bg6 {+0.16/19 5.6s}
25. Qg3 {+0.77/11 1.8s} Ne8 {0.00/19 1.7s} 26. Qc3 {+0.76/9 1.0s}
Nc7 {0.00/19 5.8s} 27. Qg3 {+0.72/10 0.92s} Ne8 {0.00/16 0.16s}
28. Qc3 {+0.71/10 0.92s} Kh8 {+0.13/18 2.6s} 29. Kh2 {+0.76/10 2.6s}
Qb6 {+0.15/14 0.90s} 30. Bxh6 {+1.52/11 1.6s} Nc7 {0.00/17 0.65s}
31. Bf4 {+1.51/11 1.2s} Nb5 {-0.15/16 0.98s} 32. Bxb5 {+1.97/11 1.0s}
Qxb5 {-0.16/15 0.21s} 33. Bxd6 {+2.41/12 1.8s} Bxd6+ {-0.16/18 0.51s}
34. Nxd6 {+2.29/12 1.2s} Qxb3 {-0.16/16 0.36s} 35. Qxc5 {+2.67/12 1.9s}
f6 {-0.14/18 0.97s} 36. Nc8 {+2.82/10 3.0s} Qb4 {-0.14/17 0.28s}
37. Qxb4 {+2.90/12 1.0s} Rxb4 {-0.13/16 0.38s} 38. Ne7 {+2.82/13 1.3s}
Kh7 {-0.13/18 0.42s} 39. Rd1 {+2.77/12 1.0s} Be8 {-0.13/17 0.54s}
40. Kg3 {+2.90/11 1.9s} Bd7 {-0.11/16 0.73s} 41. Kf3 {+2.83/12 2.6s}
Rb3+ {-0.13/19 1.6s} 42. Ke4 {+2.95/12 1.6s} Rb4+ {-0.12/19 0.61s}
43. Ke3 {+2.99/11 0.88s} Rb7 {-0.13/20 1.5s} 44. Rd4 {+2.53/12 2.2s}
g5 {-0.13/15 0.50s} 45. Nc6 {+2.85/11 1.2s} Rb5 {-0.13/20 2.1s}
46. Nb4 {+2.90/11 1.1s} Kg6 {-0.12/16 0.96s} 47. f4 {+2.87/11 0.98s}
gxf4+ {-0.12/15 0.44s} 48. Rxf4 {+3.08/11 1.1s} Kf7 {0.00/17 0.52s}
49. h4 {+3.24/11 0.94s} Rb6 {-0.12/18 1.8s} 50. g4 {+3.47/11 0.89s}
Kg6 {-0.13/18 1.6s} 51. Rc4 {+3.47/12 1.8s} Bb5 {-0.14/17 0.82s}
52. Rc7 {+3.66/11 0.88s} Rb8 {-0.14/18 1.9s} 53. Nc6 {+4.77/11 0.95s}
Ra8 {-0.15/20 1.7s} 54. h5+ {+5.39/10 0.85s} Kh6 {-0.15/16 0.70s}
55. d6 {+5.46/11 0.95s} Ra3+ {-7.65/18 2.1s} 56. Ke4 {+6.45/11 1.6s}
Kg5 {-8.63/18 2.0s} 57. d7 {+6.77/8 0.064s} Ra8 {-8.78/17 0.31s}
58. Kd5 {+7.12/11 0.88s} Kh4 {-10.01/16 2.1s, White wins by adjudication} 1-0

[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "19"]
[White "Stockfish-13-6ab4270f8639"]
[Black "Zappa_Mexico_II"]
[Result "1-0"]
[FEN "rnb1kbnr/pp1ppppp/8/q1p5/3P4/7P/PPP1PPP1/RNBQKBNR w KQkq - 0 1"]
[GameDuration "00:03:12"]
[GameEndTime "2021-03-11T06:58:08.510 Eastern Standard Time"]
[GameStartTime "2021-03-11T06:54:55.875 Eastern Standard Time"]
[PlyCount "90"]
[SetUp "1"]
[Termination "adjudication"]
[TimeControl "60+1"]

1. Bd2 {+0.29/18 5.6s} Qb6 {-0.32/12 4.3s} 2. d5 {+0.28/18 1.1s}
f5 {-0.31/12 5.1s} 3. c4 {+0.29/18 1.5s} Nf6 {-0.28/11 3.0s}
4. Nc3 {+0.29/18 1.00s} Na6 {-0.32/11 2.8s} 5. g4 {+0.29/20 2.0s}
fxg4 {-0.40/12 6.1s} 6. hxg4 {+0.27/16 2.5s} Nxg4 {-0.55/12 4.4s}
7. Nf3 {+0.28/16 0.74s} d6 {-0.30/11 4.8s} 8. Nb5 {+0.27/17 6.8s}
Bd7 {-0.30/11 2.3s} 9. Bh3 {+0.27/19 2.7s} Nc7 {-0.59/11 2.5s}
10. a4 {+0.27/19 0.93s} Nxb5 {-0.80/12 4.5s} 11. axb5 {+0.26/20 1.5s}
Qc7 {-0.89/12 5.2s} 12. Ng5 {+0.26/19 1.4s} Qc8 {-1.06/11 3.5s}
13. Qb3 {+0.27/20 2.7s} a5 {-0.94/11 1.8s} 14. f3 {+0.27/20 1.4s}
Nf6 {-1.01/11 1.3s} 15. Ne6 {+0.26/20 1.8s} b6 {-0.97/11 1.8s}
16. Qc2 {+0.26/21 4.2s} g6 {-0.73/11 1.7s} 17. f4 {+0.25/21 5.5s}
Qb7 {-0.75/11 2.4s} 18. Bc3 {+0.25/22 3.4s} Bxe6 {-0.77/10 1.6s}
19. Bxe6 {+0.25/21 0.80s} Bg7 {-0.82/11 1.1s} 20. e4 {+0.24/19 1.2s}
Kd8 {-0.91/11 0.98s} 21. e5 {+0.25/20 4.1s} Nh5 {-0.73/10 0.88s}
22. Rxh5 {+2.30/20 0.91s} gxh5 {-1.22/12 3.9s} 23. Qf5 {+3.63/21 1.2s}
Re8 {-1.20/11 1.8s} 24. Qf7 {+4.19/25 1.5s} Bh6 {-3.08/11 3.4s}
25. exd6 {+4.24/26 1.2s} Rf8 {-3.24/11 1.5s} 26. Qxh7 {+4.76/25 1.5s}
Bxf4 {-3.24/11 0.062s} 27. Qg7 {+4.36/25 3.6s} Bxd6 {-3.24/11 0.062s}
28. Qxf8+ {+4.85/22 2.0s} Kc7 {-3.24/11 0.063s} 29. Qf5 {+5.01/26 2.8s}
Qb8 {-3.24/11 1.2s} 30. Qxh5 {+5.09/22 1.2s} Qf8 {-3.33/11 1.1s}
31. Be5 {+5.21/22 1.3s} Kb7 {-3.32/12 2.4s} 32. Bd7 {+5.82/22 1.3s}
Kc7 {-3.46/11 0.95s} 33. Bc6 {+6.48/23 1.9s} Rd8 {-3.97/12 1.8s}
34. Ke2 {+6.79/23 1.2s} Qg8 {-3.30/11 0.89s} 35. Qf5 {+7.02/25 2.5s}
Qf8 {-4.56/12 4.3s} 36. Qe6 {+7.89/26 2.7s} Bxe5 {-6.43/11 2.8s}
37. Qxe5+ {+8.05/23 1.0s} Kc8 {-6.36/13 2.2s} 38. Qe6+ {+8.45/26 3.4s}
Kb8 {-6.36/12 0.85s} 39. Qe5+ {+8.73/23 1.1s} Kc8 {-6.36/12 0.064s}
40. Re1 {+8.77/24 1.2s} a4 {-6.31/11 1.1s} 41. Ra1 {+9.04/24 1.2s}
Qh8 {-6.14/11 1.1s} 42. Qxh8 {+9.15/23 1.2s} Rxh8 {-6.14/11 0.062s}
43. Rxa4 {+9.47/23 1.7s} Rh2+ {-6.44/12 1.2s} 44. Kd3 {+9.63/22 1.2s}
Rh3+ {-6.44/12 0.85s} 45. Ke4 {+9.87/22 1.3s}
Rh2 {-7.19/13 3.2s, White wins by adjudication} 1-0

[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "20"]
[White "Zappa_Mexico_II"]
[Black "Stockfish-13-6ab4270f8639"]
[Result "1/2-1/2"]
[FEN "r1bqkb1r/pppp1ppp/2n1pn2/8/4P3/2N2N2/PPPP1PPP/R1BQKB1R w KQkq - 0 1"]
[GameDuration "00:02:45"]
[GameEndTime "2021-03-11T06:57:51.075 Eastern Standard Time"]
[GameStartTime "2021-03-11T06:55:05.541 Eastern Standard Time"]
[PlyCount "75"]
[SetUp "1"]
[Termination "adjudication"]
[TimeControl "60+1"]

1. Bb5 {+0.47/13 16s} h6 {-0.16/16 7.5s} 2. e5 {+0.61/12 4.8s}
Nh7 {0.00/16 5.1s} 3. d4 {+0.65/11 3.1s} Be7 {+0.13/15 3.7s}
4. Be3 {+0.71/11 5.9s} Ng5 {-0.21/17 9.2s} 5. h4 {+0.86/11 4.1s}
Nxf3+ {-0.23/15 0.55s} 6. Qxf3 {+0.86/10 0.064s} Bb4 {-0.24/16 1.4s}
7. Qg3 {+1.00/11 3.2s} Kf8 {-0.21/18 3.9s} 8. O-O-O {+0.90/12 3.4s}
Ne7 {-0.20/18 2.1s} 9. Bd2 {+1.01/10 2.8s} c6 {-0.19/19 7.8s}
10. Bd3 {+1.15/11 2.4s} d5 {-0.26/16 0.68s} 11. a3 {+1.03/11 2.0s}
Bxc3 {-0.21/17 1.3s} 12. Bxc3 {+1.05/12 2.7s} b6 {-0.20/16 1.2s}
13. Qf4 {+0.96/11 2.7s} c5 {-0.22/20 7.6s} 14. Rh3 {+1.10/10 1.1s}
a5 {-0.20/19 3.1s} 15. dxc5 {+1.12/10 1.3s} bxc5 {-0.22/17 0.61s}
16. Rf3 {+1.00/11 1.6s} Qe8 {0.00/21 5.0s} 17. Bb5 {+0.92/10 1.6s}
Ng6 {-0.17/19 1.2s} 18. Bxe8 {+1.40/12 1.2s} Nxf4 {-0.17/19 0.94s}
19. Bc6 {+1.57/12 1.0s} Ne2+ {-0.14/19 1.3s} 20. Kd2 {+1.59/12 1.2s}
Nxc3 {-0.13/20 0.94s} 21. Rxc3 {+1.66/9 0.064s} Ra7 {-0.12/21 1.5s}
22. Rxc5 {+1.58/12 2.1s} Ke7 {-0.12/21 1.0s} 23. c4 {+1.57/11 1.6s}
Rc7 {-0.12/21 4.0s} 24. b4 {+1.85/10 1.1s} axb4 {0.00/18 1.1s}
25. axb4 {+2.07/11 1.2s} Bd7 {0.00/19 1.1s} 26. b5 {+1.90/11 1.4s}
Bxc6 {0.00/19 1.1s} 27. cxd5 {+1.91/12 1.1s} exd5 {0.00/17 1.2s}
28. Rxc6 {+1.71/13 2.0s} Rxc6 {-0.11/24 1.2s} 29. bxc6 {+1.71/13 0.062s}
Rc8 {-0.11/23 1.8s} 30. Rc1 {+1.71/12 0.064s} f6 {-0.09/26 1.1s}
31. exf6+ {+1.83/11 0.062s} gxf6 {0.00/26 0.96s} 32. Ke3 {+2.08/14 1.1s}
Kd6 {0.00/31 0.84s} 33. Kd4 {+2.93/14 2.0s} Rxc6 {0.00/35 0.95s}
34. Rxc6+ {+3.67/13 0.060s} Kxc6 {0.00/41 0.94s} 35. g4 {+3.67/13 0.063s}
Kd6 {0.00/47 1.1s} 36. f4 {+3.67/12 0.063s} Kc6 {0.00/50 1.0s}
37. g5 {+5.24/8 0.063s} fxg5 {0.00/71 1.0s}
38. fxg5 {+0.01/14 1.6s, Draw by adjudication: SyzygyTB} 1/2-1/2

[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "20"]
[White "Stockfish-13-6ab4270f8639"]
[Black "Zappa_Mexico_II"]
[Result "1/2-1/2"]
[FEN "r1bqkb1r/pppp1ppp/2n1pn2/8/4P3/2N2N2/PPPP1PPP/R1BQKB1R w KQkq - 0 1"]
[GameDuration "00:02:59"]
[GameEndTime "2021-03-11T06:58:14.944 Eastern Standard Time"]
[GameStartTime "2021-03-11T06:55:15.142 Eastern Standard Time"]
[PlyCount "85"]
[SetUp "1"]
[Termination "adjudication"]
[TimeControl "60+1"]

1. e5 {+0.25/18 5.5s} Nd5 {-0.41/12 6.1s} 2. Nxd5 {+0.27/17 0.65s}
exd5 {-0.37/11 0.060s} 3. d4 {+0.25/19 7.9s} d6 {-0.37/12 3.3s}
4. Bb5 {+0.21/19 1.2s} Be7 {-0.34/12 3.4s} 5. O-O {+0.24/18 4.2s}
O-O {-0.29/12 2.8s} 6. exd6 {+0.20/17 4.5s} Bxd6 {+0.05/11 3.7s}
7. b3 {+0.16/19 11s} Bg4 {+0.28/11 3.0s} 8. Bb2 {+0.18/15 1.9s}
Qf6 {+0.51/11 2.9s} 9. Be2 {+0.17/15 0.67s} Rae8 {+0.67/11 3.9s}
10. h3 {+0.16/18 1.4s} Bf5 {+0.76/11 3.0s} 11. Bd3 {0.00/19 6.7s}
Nb4 {+0.85/12 5.0s} 12. Bxf5 {+0.17/18 1.4s} Qxf5 {+0.85/11 0.062s}
13. c4 {+0.19/18 3.7s} Nd3 {+0.75/11 4.6s} 14. c5 {+0.20/21 8.3s}
Nxb2 {+0.99/12 2.4s} 15. Qd2 {0.00/21 2.0s} Bxc5 {+0.80/12 3.4s}
16. dxc5 {+0.16/16 1.2s} Nd3 {+0.80/11 0.062s} 17. Rad1 {-0.12/22 5.9s}
Nxc5 {+0.79/11 1.6s} 18. Qxd5 {-0.12/19 1.1s} Qxd5 {+0.79/10 0.064s}
19. Rxd5 {-0.12/18 0.86s} Na6 {+0.75/11 1.5s} 20. Rfd1 {-0.14/19 5.6s}
Re2 {+0.78/12 1.6s} 21. Ra5 {-0.13/19 3.6s} Rfe8 {+0.98/11 1.4s}
22. b4 {0.00/14 0.40s} c6 {+0.95/11 1.5s} 23. Rd7 {0.00/20 0.49s}
R2e7 {+1.02/13 2.3s} 24. Re5 {-0.12/21 0.53s} Kf8 {+1.12/14 1.8s}
25. Rexe7 {0.00/21 1.5s} Rxe7 {+1.12/14 0.063s} 26. Rd8+ {0.00/19 0.61s}
Re8 {+1.12/13 0.064s} 27. Rd7 {0.00/21 0.41s} Rb8 {+0.96/13 4.0s}
28. Ng5 {0.00/19 1.1s} Ke8 {+1.28/12 1.5s} 29. Rxf7 {-0.11/18 0.38s}
h6 {+1.25/9 0.064s} 30. Rxg7 {-0.12/16 0.39s} hxg5 {+1.35/14 2.5s}
31. a3 {-0.12/20 0.45s} Rd8 {+1.38/13 2.1s} 32. Rxb7 {-0.12/16 0.64s}
Rd7 {+1.30/13 1.8s} 33. Rxd7 {-0.11/18 0.54s} Kxd7 {+1.30/13 0.063s}
34. Kf1 {-0.11/20 1.7s} Nc7 {+1.45/13 1.3s} 35. g3 {-0.10/18 0.87s}
Ke6 {+1.67/13 1.4s} 36. Ke2 {-0.10/19 0.52s} Nb5 {+1.72/13 1.1s}
37. Kd3 {-0.08/19 0.54s} Nxa3 {+1.66/13 1.3s} 38. Kd4 {0.00/24 0.77s}
Nc2+ {+1.49/12 2.7s} 39. Kc5 {0.00/26 0.59s} Ke7 {+1.48/12 2.0s}
40. f4 {0.00/33 0.71s} gxf4 {+1.65/13 1.7s} 41. gxf4 {0.00/47 0.67s}
Kd7 {+1.29/14 1.4s} 42. b5 {0.00/46 0.69s} cxb5 {+2.41/9 0.064s}
43. Kxb5 {0.00/87 0.71s, Draw by adjudication: SyzygyTB} 1/2-1/2

[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "1"]
[White "Zappa_Mexico_II"]
[Black "Stockfish-13-6ab4270f8639"]
[Result "1-0"]
[FEN "knbrqbnr/ppp1pp1p/6p1/3p4/8/2P1P2P/PP1P1PP1/RNBQRBNK w - - 0 1"]
[GameDuration "00:03:11"]
[GameEndTime "2021-03-11T07:01:30.244 Eastern Standard Time"]
[GameStartTime "2021-03-11T06:58:18.882 Eastern Standard Time"]
[PlyCount "88"]
[SetUp "1"]
[Termination "adjudication"]
[TimeControl "60+1"]

1. c4 {-0.09/12 8.8s} Nf6 {+0.23/17 6.5s} 2. cxd5 {+0.12/11 2.9s}
Nxd5 {+0.25/15 0.75s} 3. e4 {+0.20/12 4.1s} Nb6 {+0.23/17 1.7s}
4. a4 {+0.20/12 2.9s} e5 {+0.25/16 2.1s} 5. a5 {+0.20/11 2.6s}
N6d7 {+0.26/16 0.93s} 6. Nc3 {+0.20/11 0.064s} Nc5 {+0.18/20 12s}
7. b4 {+0.14/10 5.4s} Ne6 {+0.24/16 0.71s} 8. Ba3 {+0.28/11 5.9s}
c6 {+0.19/17 2.5s} 9. Nf3 {+0.28/11 2.7s} f6 {+0.26/18 7.1s}
10. b5 {+0.44/10 2.0s} Bxa3 {-0.19/19 5.5s} 11. Rxa3 {+0.27/11 2.0s}
cxb5 {-0.22/20 13s} 12. Bxb5 {+0.34/11 2.3s} Qe7 {-0.20/19 1.7s}
13. Qb3 {+0.56/11 2.2s} Nd4 {-0.20/17 1.2s} 14. Nxd4 {+0.59/7 0.063s}
exd4 {-0.17/17 0.81s} 15. Na4 {+0.82/10 2.8s} Na6 {-0.16/17 0.85s}
16. Bxa6 {+2.08/10 1.5s} bxa6 {-0.14/19 0.85s} 17. Raa1 {+1.53/11 2.0s}
Bb7 {-0.23/17 1.1s} 18. f3 {+1.54/11 1.7s} Rb8 {-0.17/20 4.8s}
19. Qd3 {+1.32/11 3.2s} Rbc8 {-0.20/18 1.2s} 20. Reb1 {+1.27/11 1.9s}
Rc6 {-0.17/20 2.4s} 21. Qxd4 {+2.20/11 1.1s} Rd8 {-0.18/18 0.77s}
22. Qe3 {+1.95/10 1.5s} Rc4 {-0.18/18 2.0s} 23. Ra2 {+2.00/10 1.3s}
Bc6 {-0.18/18 2.1s} 24. Nc3 {+2.02/11 2.2s} Rb4 {-0.23/16 0.77s}
25. Rc1 {+2.08/11 1.8s} Rc4 {-0.18/20 3.1s} 26. Rb2 {+2.07/10 1.1s}
Qd6 {-0.19/20 2.1s} 27. Rcb1 {+2.48/10 2.0s} Qc7 {-0.18/16 0.48s}
28. Qe1 {+2.27/10 1.5s} Rc5 {-0.20/19 3.3s} 29. Rb4 {+2.21/10 1.7s}
Bb5 {-0.19/16 0.52s} 30. Nd5 {+2.37/10 1.6s} Qd6 {-0.20/17 0.77s}
31. Rd4 {+2.32/11 2.9s} Rcc8 {-0.20/18 2.6s} 32. Nb6+ {+3.30/12 1.2s}
axb6 {-0.18/17 0.35s} 33. Rxd6 {+3.30/11 0.063s} Rxd6 {-0.19/17 0.58s}
34. axb6 {+3.66/11 1.3s} Kb7 {-0.17/16 0.58s} 35. Qh4 {+3.75/11 1.6s}
Kxb6 {-0.19/19 2.6s} 36. Qxh7 {+5.17/11 1.6s} f5 {-2.38/21 4.4s}
37. e5 {+5.82/11 0.92s} Rdc6 {-3.26/22 0.55s} 38. d4 {+5.82/6 0.064s}
Rd8 {-3.91/24 2.0s} 39. Rd1 {+6.91/10 1.2s} Ba4 {-4.79/21 1.2s}
40. d5 {+7.84/10 1.0s} Bxd1 {-4.90/18 0.39s} 41. dxc6 {+9.44/10 2.4s}
Kxc6 {-4.92/18 0.15s} 42. Qxg6+ {+9.44/10 0.063s} Kc7 {-4.94/21 0.59s}
43. Qxa6 {+10.68/11 0.89s} Rd7 {-6.24/20 1.7s} 44. Qa5+ {+10.68/10 0.062s}
Kc6 {-9.68/16 0.45s, White wins by adjudication} 1-0


[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "2"]
[White "Stockfish-13-6ab4270f8639"]
[Black "Zappa_Mexico_II"]
[Result "1-0"]
[FEN "rnbqrbnk/1ppp1ppp/p7/4p3/2P5/3PP3/PP3PPP/KNBRQBNR w - - 0 1"]
[GameDuration "00:02:25"]
[GameEndTime "2021-03-11T07:00:47.426 Eastern Standard Time"]
[GameStartTime "2021-03-11T06:58:21.720 Eastern Standard Time"]
[PlyCount "58"]
[SetUp "1"]
[Termination "adjudication"]
[TimeControl "60+1"]

1. f4 {+0.27/16 4.0s} exf4 {+0.16/12 9.1s} 2. e4 {-0.24/15 1.7s}
b5 {+0.06/12 4.1s} 3. Bxf4 {-0.28/15 3.4s} bxc4 {+0.12/11 3.8s}
4. Nf3 {+0.22/17 5.0s} Nc6 {-0.07/11 4.4s} 5. Nc3 {+0.12/16 2.3s}
Bb4 {+0.20/10 2.7s} 6. a3 {+0.21/16 2.1s} a5 {-0.04/11 5.7s}
7. Kb1 {+0.25/17 3.8s} Bxc3 {+0.05/10 1.9s} 8. Qxc3 {+0.21/17 0.71s}
f6 {+0.11/11 3.6s} 9. Qxc4 {+0.25/19 5.7s} Ba6 {+0.11/11 2.0s}
10. Qc2 {+0.25/17 1.8s} Nge7 {-0.19/12 6.6s} 11. h4 {+0.21/17 3.0s}
d5 {-0.10/10 2.1s} 12. h5 {+0.20/17 1.4s} d4 {-0.17/11 3.5s}
13. Qf2 {+0.24/18 3.2s} h6 {+0.02/10 1.7s} 14. Rd2 {+0.25/21 3.1s}
Rb8 {+0.13/10 0.98s} 15. Qg3 {+0.23/17 1.6s} Rb7 {0.00/10 1.4s}
16. Be2 {+0.26/19 0.98s} Qb8 {-0.16/10 2.2s} 17. Rc1 {+0.25/19 2.6s}
Qa7 {-0.20/10 0.76s} 18. e5 {+0.25/19 2.2s} fxe5 {-0.60/10 2.7s}
19. Bxh6 {+2.09/24 4.2s} gxh6 {-0.29/11 2.0s} 20. Rxc6 {+2.88/21 2.2s}
Nxc6 {-0.29/11 0.063s} 21. Qg6 {+3.75/22 2.2s} Re7 {-0.29/12 2.0s}
22. Qxh6+ {+3.78/22 1.4s} Kg8 {-0.60/11 0.064s} 23. Ng5 {+3.89/24 1.5s}
Qb8 {-0.45/11 4.2s} 24. Bg4 {+5.46/22 1.3s} Bxd3+ {+0.76/5 0.062s}
25. Ka1 {+6.33/23 1.3s} Nd8 {-0.83/10 2.7s} 26. Rf2 {+7.44/24 1.2s}
Nf7 {-0.66/11 2.5s} 27. Nxf7 {+7.67/23 1.4s} Rxf7 {-0.66/11 0.063s}
28. Be6 {+8.05/23 1.2s} c6 {-3.04/11 2.2s} 29. Rf3 {+8.70/24 1.2s}
e4 {-7.41/11 2.3s, White wins by adjudication} 1-0

[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "3"]
[White "Zappa_Mexico_II"]
[Black "Stockfish-13-6ab4270f8639"]
[Result "0-1"]
[FEN "rnbqrbnk/p1pp1pp1/1p2p2p/8/2P5/3PP3/PP3PPP/KNBRQBNR w - - 0 1"]
[GameDuration "00:03:29"]
[GameEndTime "2021-03-11T07:01:48.167 Eastern Standard Time"]
[GameStartTime "2021-03-11T06:58:19.117 Eastern Standard Time"]
[PlyCount "103"]
[SetUp "1"]
[Termination "adjudication"]
[TimeControl "60+1"]

1. d4 {+0.05/12 5.5s} Bb7 {+0.10/17 7.5s} 2. Nc3 {+0.19/12 5.1s}
d5 {+0.27/15 2.1s} 3. Nf3 {+0.15/12 4.8s} Nf6 {+0.29/14 0.64s}
4. g4 {-0.09/11 6.4s} Nxg4 {+0.28/19 3.1s} 5. cxd5 {-0.20/12 14s}
exd5 {+0.27/18 0.76s} 6. Rg1 {-0.18/11 2.8s} Nf6 {+0.27/19 0.95s}
7. Ne5 {-0.18/12 2.5s} Re7 {+0.27/17 1.1s} 8. f4 {+0.16/9 1.3s}
Nc6 {+0.25/21 9.7s} 9. Qg3 {+0.22/9 1.9s} Nb4 {+0.24/18 1.9s}
10. a3 {+0.36/10 1.0s} a5 {+0.21/20 5.7s} 11. Qg2 {+0.34/9 1.9s}
c6 {+0.26/17 1.8s} 12. Kb1 {+0.38/9 1.8s} Rc7 {+0.25/18 5.4s}
13. Na4 {+0.56/9 2.1s} b5 {+0.24/19 0.80s} 14. Nc5 {+0.32/10 1.8s}
Na6 {+0.22/21 1.5s} 15. Nxb7 {+0.21/10 1.8s} Rxb7 {+0.21/20 1.8s}
16. Qc2 {+0.08/10 5.2s} Kg8 {+0.21/20 3.9s} 17. Qf5 {+0.15/9 0.88s}
c5 {+0.22/19 3.3s} 18. Bd3 {-0.10/9 1.3s} Rb6 {+0.19/19 1.7s}
19. dxc5 {0.00/9 0.85s} Nxc5 {+0.17/18 0.74s} 20. Bc2 {-0.08/9 0.82s}
Qc8 {+0.15/19 1.4s} 21. Ng4 {+0.02/10 0.82s} Qxf5 {+0.18/18 1.3s}
22. Nxh6+ {+0.07/11 2.5s} Kh7 {+0.17/18 2.0s} 23. Nxf5 {+0.07/11 0.063s}
Kh8 {+0.14/21 6.2s} 24. b3 {+0.29/11 1.2s} Nce4 {+0.16/18 3.3s}
25. Bb2 {+0.42/11 1.0s} b4 {+0.15/17 0.97s} 26. Bxe4 {+0.63/11 1.2s}
Nxe4 {+0.14/19 1.3s} 27. a4 {+0.54/11 0.98s} Rc6 {+0.11/20 2.3s}
28. Rxd5 {+0.37/10 1.1s} Nc3+ {+0.13/20 1.0s} 29. Bxc3 {+0.37/10 0.063s}
Rxc3 {+0.13/24 1.0s} 30. Nd4 {+0.37/11 2.0s} Rxe3 {+0.14/18 1.0s}
31. Rg2 {+0.10/10 0.76s} Rh3 {+0.13/19 3.5s} 32. Ka2 {+0.12/10 1.8s}
Rd3 {0.00/24 4.8s} 33. Rh5+ {+0.38/11 1.3s} Kg8 {0.00/24 0.56s}
34. Nc6 {+0.38/11 0.064s} Rc8 {0.00/22 4.6s} 35. Nxa5 {+0.38/8 0.063s}
g6 {+0.14/21 1.8s} 36. Nc4 {-0.62/11 1.2s} Bg7 {+0.13/18 0.30s}
37. Re5 {-0.98/11 1.3s} Bxe5 {+0.13/20 2.7s} 38. fxe5 {-1.15/12 0.92s}
Re8 {+0.13/19 0.40s} 39. a5 {-0.91/11 1.2s} Rh3 {+0.13/17 1.0s}
40. Rd2 {-1.32/12 2.1s} Ra8 {+0.13/17 0.71s} 41. Kb2 {-1.20/13 1.2s}
Kf8 {+0.13/17 0.31s} 42. Rf2 {-1.30/13 2.4s} Ke7 {+0.14/17 0.46s}
43. Rd2 {-1.40/13 3.4s} g5 {+0.13/20 0.92s} 44. Rc2 {-1.76/11 1.6s}
g4 {+0.16/20 0.47s} 45. Rd2 {-2.07/10 0.88s} Rah8 {+2.27/17 0.54s}
46. Kc2 {-2.84/11 1.5s} Rxh2 {+4.08/19 0.55s} 47. Ne3 {-3.90/11 2.4s}
Rxd2+ {+5.38/19 0.56s} 48. Kxd2 {-3.90/11 0.064s} Rh2+ {+6.71/20 0.89s}
49. Kd3 {-3.98/12 0.85s} g3 {+7.79/20 0.61s} 50. a6 {-4.66/12 2.4s}
Ke6 {+8.63/21 0.66s} 51. Nc2 {-6.04/11 1.3s} g2 {+12.03/20 1.3s}
52. Nd4+ {-7.92/11 1.4s, Black wins by adjudication} 0-1

[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "4"]
[White "Stockfish-13-6ab4270f8639"]
[Black "Zappa_Mexico_II"]
[Result "1-0"]
[FEN "knbrqbnr/ppp2ppp/8/3pp3/8/P2PP3/1PP2PPP/RNBQRBNK w - - 0 1"]
[GameDuration "00:02:57"]
[GameEndTime "2021-03-11T07:01:17.251 Eastern Standard Time"]
[GameStartTime "2021-03-11T06:58:19.831 Eastern Standard Time"]
[PlyCount "74"]
[SetUp "1"]
[Termination "adjudication"]
[TimeControl "60+1"]

1. b4 {-0.19/15 6.9s} Nf6 {+0.46/10 6.7s} 2. Bb2 {+0.29/14 1.5s}
Nc6 {+0.32/10 8.7s} 3. f3 {+0.29/14 1.9s} Bd6 {+0.38/11 4.8s}
4. Nd2 {+0.28/15 1.8s} Be6 {+0.28/11 3.8s} 5. Qc1 {+0.28/18 4.9s}
h5 {+0.29/11 4.1s} 6. c4 {+0.28/16 1.8s} dxc4 {+0.08/11 7.7s}
7. dxc4 {+0.27/17 0.77s} a6 {+0.11/11 4.2s} 8. Bc3 {+0.29/18 3.0s}
h4 {+0.29/9 1.0s} 9. Rb1 {+0.29/19 2.5s} Bf5 {+0.26/9 1.1s}
10. e4 {+0.28/19 2.6s} Be6 {-0.06/11 1.0s} 11. b5 {+0.27/18 1.6s}
Nb8 {-0.03/10 2.1s} 12. f4 {+0.27/19 8.1s} Ng4 {+0.30/10 2.2s}
13. h3 {+0.25/18 1.1s} Nf2+ {+0.38/10 2.1s} 14. Kh2 {+0.27/17 0.58s}
f6 {0.00/9 3.9s} 15. f5 {+0.21/19 3.1s} Bd7 {-0.06/9 1.6s}
16. Ngf3 {+0.25/20 6.5s} Be7 {-0.58/9 3.8s} 17. Qb2 {+0.27/18 3.4s}
Qf8 {-0.54/9 2.4s} 18. Bb4 {+0.28/20 2.6s} Bxb4 {-0.70/9 1.6s}
19. axb4 {+0.27/18 0.80s} g6 {-0.77/10 0.89s} 20. fxg6 {+0.27/21 1.4s}
Qh6 {-0.86/10 1.0s} 21. Kg1 {+0.27/19 1.0s} Nxh3+ {-0.99/11 1.2s}
22. gxh3 {+0.26/24 1.6s} Qxg6+ {-0.92/12 1.7s} 23. Kh1 {+0.26/23 1.6s}
Qg3 {-0.98/12 1.4s} 24. Ng1 {+0.28/20 1.2s} Rhg8 {-0.92/9 1.1s}
25. Ndf3 {+0.27/22 1.2s} Qg6 {-1.22/10 1.2s} 26. Qf2 {+1.73/19 2.3s}
Rg7 {-1.31/10 1.0s} 27. Nxh4 {+2.86/19 0.79s} Qh6 {-1.53/10 1.3s}
28. Nf5 {+3.29/19 1.2s} Bxf5 {-1.04/12 1.4s} 29. exf5 {+4.57/20 1.5s}
Rdg8 {-1.53/11 2.7s} 30. Ne2 {+4.50/21 1.1s} Qd2 {-1.63/10 1.7s}
31. Qf3 {+4.27/22 1.4s} c6 {-1.93/11 3.0s} 32. bxa6 {+5.66/22 1.5s}
bxa6 {-2.68/10 2.7s} 33. b5 {+6.15/21 1.2s} Rc8 {-3.55/9 2.7s}
34. Bg2 {+7.64/21 2.4s} Rgc7 {-3.84/9 2.0s} 35. bxc6 {+9.21/19 1.4s}
Qd6 {-4.51/9 1.4s} 36. Rb6 {+12.71/21 2.8s} e4 {-5.29/9 1.6s}
37. Qxe4 {+14.52/18 1.4s} Qc5 {-8.67/9 1.4s, White wins by adjudication} 1-0

[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "5"]
[White "Zappa_Mexico_II"]
[Black "Stockfish-13-6ab4270f8639"]
[Result "0-1"]
[FEN "rnbqrbnk/pp1p1ppp/8/2p1p3/8/P2P2P1/1PP1PP1P/KNBRQBNR w - - 0 1"]
[GameDuration "00:02:08"]
[GameEndTime "2021-03-11T07:00:27.352 Eastern Standard Time"]
[GameStartTime "2021-03-11T06:58:19.288 Eastern Standard Time"]
[PlyCount "49"]
[SetUp "1"]
[Termination "adjudication"]
[TimeControl "60+1"]

1. Bg2 {+0.05/12 5.7s} d5 {+0.10/18 7.5s} 2. e4 {+0.06/12 6.0s}
Nc6 {+0.25/19 2.3s} 3. exd5 {-0.24/12 8.0s} Nd4 {+0.25/18 0.68s}
4. Qd2 {-0.09/12 2.7s} b5 {+0.24/21 3.4s} 5. Nf3 {-0.32/12 5.3s}
Bb7 {+0.21/19 4.1s} 6. Nxd4 {-0.33/12 5.0s} exd4 {+0.22/18 4.0s}
7. Rhe1 {+0.08/11 2.3s} Rxe1 {+0.20/18 1.8s} 8. Rxe1 {-0.18/12 2.9s}
Nf6 {+0.22/18 2.2s} 9. Qg5 {-0.05/11 1.8s} h6 {+0.23/18 2.5s}
10. Qf5 {0.00/11 2.7s} Kg8 {+0.24/18 2.2s} 11. Be4 {-0.04/10 5.4s}
Bd6 {+0.24/17 1.7s} 12. c4 {+0.01/10 1.5s} dxc3 {+0.24/18 1.2s}
13. Nxc3 {-0.01/10 0.76s} Bc8 {+0.23/17 1.5s} 14. Qf3 {+0.10/10 1.1s}
b4 {+0.22/22 5.8s} 15. Nb5 {-0.44/10 1.9s} Bf8 {+0.22/19 0.74s}
16. Bf4 {-0.91/9 2.4s} Qa5 {+3.17/19 2.5s} 17. Be5 {-1.92/10 4.9s}
Qxb5 {+3.67/19 1.6s} 18. Bxf6 {-2.34/10 1.6s} gxf6 {+5.86/20 1.5s}
19. axb4 {-2.62/11 0.89s} Qxb4 {+7.55/22 1.3s} 20. Qe2 {-3.90/11 2.8s}
f5 {+9.71/20 1.7s} 21. Rc1 {-4.42/10 1.3s} Bg7 {+10.61/21 1.4s}
22. Rc2 {-5.18/10 1.5s} fxe4 {+11.32/21 1.3s} 23. Qxe4 {-6.31/10 1.9s}
Qa3+ {+11.70/21 1.3s} 24. Kb1 {-4.39/7 0.064s} Rb8 {+11.96/23 1.4s}
25. d4 {-10.02/10 1.8s, Black wins by adjudication} 0-1

[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "6"]
[White "Zappa_Mexico_II"]
[Black "Stockfish-13-6ab4270f8639"]
[Result "1/2-1/2"]
[FEN "knbrqbnr/pp2pp1p/3p2p1/2p5/8/P3P1P1/1PPP1P1P/RNBQRBNK w - - 0 1"]
[GameDuration "00:02:32"]
[GameEndTime "2021-03-11T07:03:00.367 Eastern Standard Time"]
[GameStartTime "2021-03-11T07:00:27.385 Eastern Standard Time"]
[PlyCount "62"]
[SetUp "1"]
[TimeControl "60+1"]

1. Nc3 {+0.04/11 4.6s} f5 {-0.17/15 7.5s} 2. b4 {+0.13/10 2.9s}
Nf6 {+0.28/15 3.4s} 3. Bb2 {+0.14/10 3.2s} e5 {+0.28/16 1.7s}
4. Nf3 {+0.03/10 8.1s} Nbd7 {+0.27/16 3.3s} 5. Qe2 {+0.23/10 3.5s}
b6 {+0.27/17 1.8s} 6. d4 {+0.23/10 6.9s} Bb7 {+0.20/17 5.9s}
7. Nb5 {+0.21/10 2.0s} Rc8 {+0.21/19 2.9s} 8. bxc5 {+0.01/11 6.0s}
bxc5 {+0.22/20 3.8s} 9. dxe5 {+0.47/11 3.4s} dxe5 {+0.24/17 0.86s}
10. Red1 {+0.40/11 1.5s} c4 {+0.20/18 2.4s} 11. Bg2 {+0.32/10 1.6s}
a6 {+0.22/15 0.74s} 12. Nc3 {+0.46/9 0.88s} h5 {-0.21/19 15s}
13. Na4 {+0.60/9 2.1s} h4 {-0.23/18 3.7s} 14. Nxh4 {+0.79/9 1.5s}
Bxg2+ {-0.19/18 2.5s} 15. Kxg2 {+0.79/10 1.3s} Qe6 {-0.21/19 6.0s}
16. Nxg6 {+0.82/10 1.5s} Qc6+ {+0.16/17 1.2s} 17. e4 {+0.96/10 1.3s}
Rh7 {+0.17/19 1.3s} 18. Nxf8 {+0.94/10 2.0s} Rxf8 {+0.19/18 1.0s}
19. Nc3 {+0.85/10 1.1s} f4 {+0.19/17 0.95s} 20. Rab1 {+0.65/9 1.4s}
Qe6 {+0.18/17 0.88s} 21. Kg1 {+0.43/9 0.91s} Nc5 {+0.20/20 4.0s}
22. Nd5 {+0.42/9 0.85s} fxg3 {+0.18/19 1.0s} 23. fxg3 {0.00/9 1.2s}
Nfxe4 {+0.11/22 1.2s} 24. Bc1 {0.00/10 2.0s} Rf2 {+0.11/24 1.1s}
25. Qxc4 {0.00/10 0.063s} Qh3 {0.00/25 1.9s} 26. Nb6+ {0.00/11 0.73s}
Ka7 {0.00/27 0.86s} 27. Rd7+ {0.00/12 1.7s} Rxd7 {0.00/33 0.87s}
28. Nc8+ {0.00/12 0.062s} Ka8 {0.00/33 1.2s} 29. Nb6+ {0.00/12 0.063s}
Ka7 {0.00/38 4.3s} 30. Nc8+ {0.00/13 1.8s} Ka8 {0.00/38 1.9s}
31. Nb6+ {0.00/13 0.062s} Ka7 {0.00/38 0.82s, Draw by 3-fold repetition} 1/2-1/2

[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "6"]
[White "Stockfish-13-6ab4270f8639"]
[Black "Zappa_Mexico_II"]
[Result "0-1"]
[FEN "knbrqbnr/pp2pp1p/3p2p1/2p5/8/P3P1P1/1PPP1P1P/RNBQRBNK w - - 0 1"]
[GameDuration "00:03:06"]
[GameEndTime "2021-03-11T07:03:54.083 Eastern Standard Time"]
[GameStartTime "2021-03-11T07:00:47.459 Eastern Standard Time"]
[PlyCount "91"]
[SetUp "1"]
[Termination "adjudication"]
[TimeControl "60+1"]

1. d3 {+0.05/15 6.9s} Nf6 {+0.32/11 5.4s} 2. Nc3 {+0.25/14 3.7s}
h5 {+0.27/11 5.7s} 3. h3 {+0.25/15 2.5s} d5 {+0.26/11 6.2s}
4. Nf3 {+0.18/16 3.9s} Bg7 {+0.37/10 2.9s} 5. Bd2 {-0.26/18 4.4s}
e5 {+0.40/10 2.8s} 6. e4 {0.00/16 3.2s} dxe4 {+0.44/11 2.5s}
7. dxe4 {+0.17/19 3.0s} Bh6 {+0.50/11 3.1s} 8. Qe2 {+0.20/18 2.9s}
Bxd2 {+0.47/11 2.5s} 9. Nxd2 {+0.18/17 0.83s} h4 {+0.57/12 2.9s}
10. g4 {+0.18/16 1.2s} Nc6 {+0.62/11 2.6s} 11. Rec1 {+0.23/20 9.7s}
Nd4 {+0.54/10 3.5s} 12. Qe1 {+0.23/16 0.78s} Qe7 {+0.60/10 2.9s}
13. b4 {+0.19/18 7.7s} Qc7 {+0.62/9 3.1s} 14. b5 {+0.25/19 1.5s}
Be6 {+0.69/10 1.4s} 15. Kg2 {+0.18/17 1.8s} Ne8 {+0.99/9 1.7s}
16. Rab1 {+0.05/19 8.0s} f5 {+0.96/10 1.5s} 17. f3 {+0.20/15 0.63s}
Qa5 {+1.20/9 1.3s} 18. Nd1 {+0.16/18 2.1s} fxe4 {+1.67/9 1.3s}
19. fxe4 {+0.16/18 1.4s} Nxb5 {+1.75/10 1.2s} 20. c3 {+0.17/20 1.5s}
Nxa3 {+1.55/10 1.8s} 21. Rb2 {+0.19/18 1.9s} Nd6 {+1.56/10 1.7s}
22. Ra1 {0.00/21 4.9s} Nxe4 {+1.88/9 1.7s} 23. Nxe4 {0.00/22 0.82s}
Nc2 {+1.64/11 2.1s} 24. Rxa5 {0.00/22 0.95s} Nxe1+ {+1.64/10 0.064s}
25. Kh2 {0.00/21 1.1s} Rxd1 {+1.61/11 1.4s} 26. Rxc5 {-0.15/19 1.6s}
Bd5 {+2.24/11 1.2s} 27. Nf2 {-0.14/19 0.59s} b6 {+2.57/12 1.8s}
28. Nxd1 {0.00/20 1.4s} bxc5 {+2.63/13 2.1s} 29. Ne3 {-0.13/21 1.7s}
Be4 {+2.54/13 1.5s} 30. Rf2 {-0.12/21 0.64s} Nf3+ {+3.14/12 2.3s}
31. Kh1 {-0.14/20 0.64s} Rb8 {+3.19/13 1.0s} 32. Bg2 {-0.12/25 0.65s}
Rb1+ {+3.19/12 0.063s} 33. Rf1 {-0.12/24 0.81s} Rxf1+ {+3.19/11 0.062s}
34. Nxf1 {-0.13/25 0.93s} a5 {+4.34/13 1.6s} 35. Ne3 {-0.13/26 0.93s}
a4 {+4.34/13 0.063s} 36. Nc4 {-1.14/24 2.0s} Kb7 {+4.16/14 1.1s}
37. Na3 {-1.87/23 1.2s} Ng5 {+5.16/13 2.1s} 38. Nc4 {-4.09/25 4.4s}
Bxg2+ {+5.16/10 0.063s} 39. Kxg2 {-0.40/17 0.32s} e4 {+5.16/10 0.064s}
40. Na3 {-0.39/23 1.9s} Ne6 {+6.03/13 0.91s} 41. Kf2 {-0.13/18 0.22s}
Nf4 {+6.03/12 0.064s} 42. Ke3 {-3.97/22 1.6s} Nxh3 {+6.03/11 0.063s}
43. Kxe4 {-5.88/24 3.3s} Ng1 {+6.03/10 0.062s} 44. Kf4 {-6.01/20 0.17s}
Ne2+ {+7.76/12 0.92s} 45. Ke3 {-5.86/20 0.53s} Nxc3 {+7.76/9 0.062s}
46. Kf2 {-8.32/20 2.5s, Black wins by adjudication} 0-1



[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "8"]
[White "Zappa_Mexico_II"]
[Black "Stockfish-13-6ab4270f8639"]
[Result "0-1"]
[FEN "knbrqbnr/ppp1p1p1/3p3p/5p2/8/P1P1P3/1P1P1PPP/RNBQRBNK w - - 0 1"]
[GameDuration "00:02:50"]
[GameEndTime "2021-03-11T07:04:30.516 Eastern Standard Time"]
[GameStartTime "2021-03-11T07:01:39.847 Eastern Standard Time"]
[PlyCount "65"]
[SetUp "1"]
[Termination "adjudication"]
[TimeControl "60+1"]

1. c4 {-0.07/13 6.7s} Qf7 {-0.15/17 7.5s} 2. d4 {-0.16/12 4.6s}
g5 {+0.30/14 2.3s} 3. Nc3 {-0.11/11 3.0s} Bg7 {+0.30/15 4.2s}
4. b4 {-0.01/11 6.0s} e6 {+0.29/16 2.4s} 5. Qc2 {+0.01/10 3.6s}
Ne7 {+0.27/15 3.3s} 6. Nb5 {+0.21/10 2.6s} Ng6 {+0.28/17 2.6s}
7. c5 {+0.27/11 2.9s} dxc5 {+0.28/19 4.1s} 8. bxc5 {+0.06/12 6.7s}
a6 {+0.29/18 2.4s} 9. a4 {-0.06/12 11s} Rhe8 {+0.28/18 5.5s}
10. Bc4 {+0.48/9 0.82s} Nc6 {+0.28/17 3.4s} 11. Bd2 {+0.48/8 0.82s}
Kb8 {+0.28/16 1.9s} 12. Na3 {+0.58/9 3.6s} Nge7 {+0.26/18 3.6s}
13. Reb1 {+0.63/9 1.5s} Ka8 {+0.26/18 0.91s} 14. Ne2 {+0.36/9 1.9s}
Rf8 {+0.28/18 2.4s} 15. Nb5 {+0.43/9 1.5s} Nd5 {+0.23/17 3.4s}
16. Qb3 {+0.22/9 3.3s} Rfe8 {+0.21/18 6.8s} 17. Qa3 {+0.48/8 1.5s}
f4 {+0.23/18 3.0s} 18. Kg1 {+0.11/8 1.5s} f3 {+0.27/18 3.3s}
19. gxf3 {+0.15/9 0.70s} Kb8 {+0.27/17 1.0s} 20. Ng3 {+0.19/10 1.1s}
h5 {+0.26/18 3.7s} 21. Nc3 {+0.20/9 1.5s} h4 {+0.26/19 1.8s}
22. Nge4 {-0.05/10 1.4s} Qxf3 {+0.22/17 0.66s} 23. Be2 {-0.15/9 0.72s}
Qf5 {+0.20/17 1.2s} 24. f3 {0.00/10 2.0s} Nxc3 {+0.28/17 1.2s}
25. Nxc3 {-0.50/9 1.3s} Bxd4 {+0.29/16 1.1s} 26. exd4 {-0.90/10 1.3s}
Nxd4 {+1.02/18 0.98s} 27. Rb2 {-0.99/10 1.3s} g4 {+1.21/18 1.8s}
28. f4 {-1.30/10 4.4s} g3 {+3.97/18 1.2s} 29. Be3 {-2.44/9 3.3s}
Qh3 {+7.28/21 0.93s} 30. Bf1 {-3.43/9 1.1s} gxh2+ {+7.51/23 0.92s}
31. Kh1 {-5.53/10 1.5s} Qxe3 {+7.97/24 1.1s} 32. Ne2 {-5.53/11 2.1s}
Qf2 {+8.32/24 1.1s} 33. Qh3 {-8.33/11 1.1s, Black wins by adjudication} 0-1






[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "13"]
[White "Stockfish-13-6ab4270f8639"]
[Black "Zappa_Mexico_II"]
[Result "1-0"]
[FEN "knbrqbnr/ppp2pp1/3p3p/4p3/8/2P1PP2/PP1P2PP/RNBQRBNK w - - 0 1"]
[GameDuration "00:03:09"]
[GameEndTime "2021-03-11T07:08:42.841 Eastern Standard Time"]
[GameStartTime "2021-03-11T07:05:33.049 Eastern Standard Time"]
[PlyCount "86"]
[SetUp "1"]
[Termination "adjudication"]
[TimeControl "60+1"]

1. d4 {+0.21/16 6.9s} d5 {+0.07/11 4.6s} 2. dxe5 {+0.25/15 3.8s}
g5 {+0.48/11 6.0s} 3. Bd2 {+0.26/16 2.8s} Nd7 {+0.47/11 12s}
4. c4 {+0.27/16 2.5s} Nxe5 {+0.29/12 4.9s} 5. cxd5 {+0.27/17 0.71s}
Rxd5 {+0.29/11 0.063s} 6. Qc2 {+0.27/19 0.97s} Ne7 {+0.13/10 6.2s}
7. Nc3 {+0.26/19 3.7s} Rd7 {-0.06/10 2.4s} 8. Rad1 {+0.24/18 6.6s}
N7c6 {+0.08/11 4.9s} 9. Qb1 {+0.25/19 7.0s} Qd8 {+0.56/9 1.2s}
10. Bc1 {+0.21/18 0.68s} f5 {+0.49/9 1.9s} 11. a3 {+0.21/17 1.4s}
Rhh7 {+0.41/9 1.0s} 12. b4 {+0.24/19 3.1s} Rxd1 {+0.38/10 1.1s}
13. Nxd1 {+0.22/18 1.6s} Be6 {+0.44/9 1.0s} 14. Bb2 {+0.19/19 3.9s}
Bg7 {+0.29/9 1.2s} 15. f4 {+0.20/17 2.6s} Ng4 {+0.40/10 1.0s}
16. Nf3 {+0.21/18 0.94s} Bd5 {+0.24/10 4.6s} 17. Qxf5 {+0.14/20 5.5s}
Bxf3 {-0.45/11 3.8s} 18. gxf3 {+0.11/21 0.71s} Qd2 {-0.45/11 0.063s}
19. Re2 {+0.12/21 1.4s} Qxd1 {-0.45/11 0.063s} 20. Kg1 {+0.12/23 1.4s}
Nxe3 {-0.45/11 1.0s} 21. Rxe3 {+0.11/22 1.2s} Bd4 {-0.45/11 0.063s}
22. Bxd4 {0.00/21 1.5s} Qxd4 {-0.45/11 0.063s} 23. Qd3 {+0.11/22 3.0s}
a6 {-0.27/11 1.2s} 24. Qxd4 {0.00/26 5.2s} Nxd4 {-0.27/10 0.063s}
25. Bd3 {0.00/22 2.3s} Rf7 {-0.07/11 1.0s} 26. fxg5 {0.00/22 0.86s}
hxg5 {-0.04/12 1.2s} 27. Kg2 {-0.12/20 1.5s} Ka7 {-0.09/11 0.72s}
28. a4 {-0.10/21 6.8s} Rf6 {+0.09/11 1.9s} 29. a5 {0.00/20 1.3s}
Nc6 {+0.15/11 0.85s} 30. Be4 {0.00/18 0.82s} Nxb4 {+0.19/12 1.4s}
31. Kg3 {0.00/22 5.7s} c5 {+0.17/11 1.4s} 32. Kg4 {+0.12/18 1.2s}
Rh6 {+0.07/12 1.4s} 33. Kxg5 {+0.13/16 0.62s} Rh8 {-0.74/11 2.5s}
34. h4 {+0.13/21 0.58s} Rg8+ {-0.94/11 1.4s} 35. Bg6 {+0.13/20 0.60s}
c4 {-0.66/12 1.8s} 36. h5 {+0.13/17 0.31s} Rc8 {-0.66/11 0.063s}
37. h6 {+0.47/18 0.45s} c3 {-2.44/10 1.5s} 38. h7 {+2.25/18 0.92s}
Nd5 {-3.19/11 2.8s} 39. Re1 {+3.48/19 0.70s} Rh8 {-4.03/11 3.4s}
40. Kh6 {+4.53/23 1.1s} b5 {-4.27/12 2.4s} 41. Kg7 {+6.57/20 0.39s}
Rxh7+ {-5.97/12 3.0s} 42. Bxh7 {+7.25/20 0.66s} b4 {-6.69/12 2.0s}
43. Be4 {+8.11/22 0.62s} Nc7 {-7.77/12 1.4s, White wins by adjudication} 1-0


[Event "?"]
[Site "?"]
[Date "2021.03.11"]
[Round "20"]
[White "Stockfish-13-6ab4270f8639"]
[Black "Zappa_Mexico_II"]
[Result "0-1"]
[FEN "rnbqrbnk/pppp1pp1/7p/4p3/2P5/3P4/PP2PPPP/KNBRQBNR w - - 0 1"]
[GameDuration "00:02:39"]
[GameEndTime "2021-03-11T07:12:17.942 Eastern Standard Time"]
[GameStartTime "2021-03-11T07:09:37.984 Eastern Standard Time"]
[PlyCount "65"]
[SetUp "1"]
[Termination "adjudication"]
[TimeControl "60+1"]

1. Nc3 {-0.26/15 5.2s} Bb4 {+0.24/11 5.0s} 2. g4 {+0.23/15 1.9s}
Nc6 {+0.15/11 3.0s} 3. Bg2 {+0.25/17 5.2s} d6 {+0.15/11 3.8s}
4. f3 {+0.27/16 2.4s} Bd7 {+0.53/10 6.7s} 5. h4 {+0.27/17 1.7s}
Rb8 {+0.38/10 3.3s} 6. Qf2 {+0.27/18 2.7s} Bxc3 {+0.73/12 3.3s}
7. bxc3 {+0.27/18 0.81s} b5 {+0.73/12 7.3s} 8. cxb5 {+0.21/18 2.4s}
Rxb5 {+0.92/11 0.064s} 9. c4 {-0.20/19 2.4s} Rb6 {+1.02/11 2.8s}
10. e4 {-0.22/20 1.9s} Nd4 {+1.30/11 3.1s} 11. Be3 {-0.20/20 4.4s}
c5 {+1.23/12 2.7s} 12. Qd2 {-0.22/19 0.84s} Ba4 {+1.36/12 5.2s}
13. Rc1 {-0.21/22 2.5s} Rb4 {+1.38/11 1.6s} 14. Bxd4 {-0.16/22 1.3s}
exd4 {+1.38/10 0.064s} 15. Rb1 {-0.17/23 1.1s} Rxb1+ {+1.24/12 1.2s}
16. Kxb1 {-0.17/22 1.2s} Ne7 {+1.11/12 3.2s} 17. Ne2 {-0.20/22 1.2s}
Qb6+ {+1.06/12 1.7s} 18. Ka1 {-0.18/21 2.2s} Rb8 {+1.06/12 0.064s}
19. Nf4 {-0.17/22 1.2s} g6 {+0.90/12 1.6s} 20. Nd5 {-0.14/22 2.4s}
Nxd5 {+0.90/11 0.064s} 21. exd5 {-0.15/24 0.84s} Kg8 {+0.67/11 1.1s}
22. f4 {0.00/23 1.4s} Bd7 {+0.57/11 1.2s} 23. f5 {-0.14/21 1.8s}
gxf5 {+1.27/13 1.6s} 24. gxf5 {-0.13/23 1.3s} Bxf5 {+1.27/12 0.064s}
25. Be4 {-0.12/25 1.6s} Bxe4 {+1.57/14 2.6s} 26. dxe4 {-0.13/25 2.1s}
Qb4 {+1.57/13 0.064s} 27. Qxb4 {-0.13/27 1.4s} Rxb4 {+2.26/10 0.063s}
28. e5 {-0.13/27 1.4s} dxe5 {+2.35/12 1.4s} 29. d6 {-4.10/25 23s}
Rb7 {+5.42/12 1.1s} 30. Rh3 {-4.84/25 8.3s} e4 {+6.14/12 1.1s}
31. Rh1 {-7.53/22 2.5s} e3 {+8.89/12 1.2s} 32. Re1 {-6.37/17 0.15s}
f5 {+8.89/11 0.063s} 33. a3 {-8.71/20 1.7s, Black wins by adjudication} 0-1


[/pgn]
Image
jp
Posts: 1470
Joined: Mon Apr 23, 2018 7:54 am

Re: A random walk down NNUE street ….

Post by jp »

smatovic wrote: Wed Mar 10, 2021 11:04 am
smatovic wrote: Wed Mar 10, 2021 8:22 am
jp wrote: Wed Mar 10, 2021 4:10 am
smatovic wrote: Sun Mar 07, 2021 10:32 am
jp wrote: Sun Mar 07, 2021 4:30 am
MikeB wrote: Sat Mar 06, 2021 5:28 pm Quantum computing for chess seems to be a a long way off, if ever. I'm not expecting to see anything with my remaining days on earth, but who knows, maybe I will.
If you look at that blog post, you'll see that it has nothing to do with chess. The author is just using a bizarre analogy.

As I've said before, there is no [known] quantum algorithm for chess, and there is no reason to believe that one would exist.
Give me a billion qubits and I will do it ;)
No, you won't. :!: 8-)

We're not talking about implementing the program on hardware. We're just talking about writing correct code that would do the job given the hardware. There is no known algorithm.
We still have no von Neumann architecture for quantum computers, so your analogy with code/program and hardware lacks, quantum-algorithms are implemented as quantum-circuits, there is currently no quantum-code beside languages which describe these circuits, and yes - no, I will not do a paper machine with billions of qubits ;)
Alright, seems I have to dig deeper....

"Implementing the Quantum von Neumann Architecture with Superconducting Circuits"
...
The ability to store entanglement in the memories, which are characterized by much longer coherence times than the qubits, is key to the quantum von Neumann architecture.
...
https://arxiv.org/pdf/1109.3743.pdf

maybe I will give it a try for TicTacToe some day.
I'm not sure what you are trying to say. If you are worrying about a specific architecture, then surely you are worrying about hardware implementation.

I'm saying you won't be able to come up with an algorithm, like e.g. alpha-beta for classical computer chess. Forget about machines to run alpha-beta on. Forget about computer languages to write it in. If the "alpha-beta" does not exist, those things are irrelevant. You need the algorithm first, specified the way we can specify alpha-beta architecture-independently and language-independently.

No one has come up with an algorithm and no one will be able to.
smatovic
Posts: 2658
Joined: Wed Mar 10, 2010 10:18 pm
Location: Hamburg, Germany
Full name: Srdja Matovic

Re: A random walk down NNUE street ….

Post by smatovic »

jp wrote: Fri Mar 12, 2021 9:18 am
smatovic wrote: Wed Mar 10, 2021 11:04 am
smatovic wrote: Wed Mar 10, 2021 8:22 am
jp wrote: Wed Mar 10, 2021 4:10 am
smatovic wrote: Sun Mar 07, 2021 10:32 am
jp wrote: Sun Mar 07, 2021 4:30 am
MikeB wrote: Sat Mar 06, 2021 5:28 pm Quantum computing for chess seems to be a a long way off, if ever. I'm not expecting to see anything with my remaining days on earth, but who knows, maybe I will.
If you look at that blog post, you'll see that it has nothing to do with chess. The author is just using a bizarre analogy.

As I've said before, there is no [known] quantum algorithm for chess, and there is no reason to believe that one would exist.
Give me a billion qubits and I will do it ;)
No, you won't. :!: 8-)

We're not talking about implementing the program on hardware. We're just talking about writing correct code that would do the job given the hardware. There is no known algorithm.
We still have no von Neumann architecture for quantum computers, so your analogy with code/program and hardware lacks, quantum-algorithms are implemented as quantum-circuits, there is currently no quantum-code beside languages which describe these circuits, and yes - no, I will not do a paper machine with billions of qubits ;)
Alright, seems I have to dig deeper....

"Implementing the Quantum von Neumann Architecture with Superconducting Circuits"
...
The ability to store entanglement in the memories, which are characterized by much longer coherence times than the qubits, is key to the quantum von Neumann architecture.
...
https://arxiv.org/pdf/1109.3743.pdf

maybe I will give it a try for TicTacToe some day.
I'm not sure what you are trying to say. If you are worrying about a specific architecture, then surely you are worrying about hardware implementation.

I'm saying you won't be able to come up with an algorithm, like e.g. alpha-beta for classical computer chess. Forget about machines to run alpha-beta on. Forget about computer languages to write it in. If the "alpha-beta" does not exist, those things are irrelevant. You need the algorithm first, specified the way we can specify alpha-beta architecture-independently and language-independently.

No one has come up with an algorithm and no one will be able to.
So in which language, code, program, calculus, math you would accept my
project "Iota", a perfect play TicTacToe engine for quantum-computers?

--
Srdja
smatovic
Posts: 2658
Joined: Wed Mar 10, 2010 10:18 pm
Location: Hamburg, Germany
Full name: Srdja Matovic

Re: A random walk down NNUE street ….

Post by smatovic »

smatovic wrote: Fri Mar 12, 2021 10:36 am
jp wrote: Fri Mar 12, 2021 9:18 am
smatovic wrote: Wed Mar 10, 2021 11:04 am
smatovic wrote: Wed Mar 10, 2021 8:22 am
jp wrote: Wed Mar 10, 2021 4:10 am
smatovic wrote: Sun Mar 07, 2021 10:32 am
jp wrote: Sun Mar 07, 2021 4:30 am
MikeB wrote: Sat Mar 06, 2021 5:28 pm Quantum computing for chess seems to be a a long way off, if ever. I'm not expecting to see anything with my remaining days on earth, but who knows, maybe I will.
If you look at that blog post, you'll see that it has nothing to do with chess. The author is just using a bizarre analogy.

As I've said before, there is no [known] quantum algorithm for chess, and there is no reason to believe that one would exist.
Give me a billion qubits and I will do it ;)
No, you won't. :!: 8-)

We're not talking about implementing the program on hardware. We're just talking about writing correct code that would do the job given the hardware. There is no known algorithm.
We still have no von Neumann architecture for quantum computers, so your analogy with code/program and hardware lacks, quantum-algorithms are implemented as quantum-circuits, there is currently no quantum-code beside languages which describe these circuits, and yes - no, I will not do a paper machine with billions of qubits ;)
Alright, seems I have to dig deeper....

"Implementing the Quantum von Neumann Architecture with Superconducting Circuits"
...
The ability to store entanglement in the memories, which are characterized by much longer coherence times than the qubits, is key to the quantum von Neumann architecture.
...
https://arxiv.org/pdf/1109.3743.pdf

maybe I will give it a try for TicTacToe some day.
I'm not sure what you are trying to say. If you are worrying about a specific architecture, then surely you are worrying about hardware implementation.

I'm saying you won't be able to come up with an algorithm, like e.g. alpha-beta for classical computer chess. Forget about machines to run alpha-beta on. Forget about computer languages to write it in. If the "alpha-beta" does not exist, those things are irrelevant. You need the algorithm first, specified the way we can specify alpha-beta architecture-independently and language-independently.

No one has come up with an algorithm and no one will be able to.
So in which language, code, program, calculus, math you would accept my
project "Iota", a perfect play TicTacToe engine for quantum-computers?

--
Srdja
to make my point more clear:
Quantum algorithms are usually described, in the commonly used circuit model of quantum computation, by a quantum circuit which acts on some input qubits and terminates with a measurement. A quantum circuit consists of simple quantum gates which act on at most a fixed number of qubits. The number of qubits has to be fixed because a changing number of qubits implies non-unitary evolution. Quantum algorithms may also be stated in other models of quantum computation, such as the Hamiltonian oracle model.
https://en.wikipedia.org/wiki/Quantum_a ... m#Overview
--
Srdja