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Chess engine: Peacekeeper 2.00



Peacekeeper - UCI engine
Author: Kyle Zhang  Rating CEDR=3127

v.2.00:
This release consists mainly of the addition of NNUE. Peacekeeper now uses a 768->256x2->1 neural net with CReLU as the activation function, trained on 197M selfplay positions generated from previous nets and the original HCE. Singular extensions have also been added, with a variety of add-ons.

In standard chess, this release is 220 elo stronger in selfplay, and 177 elo stronger in a gauntlet against other opponents of similar strength.

ELO   | 219.87 +- 23.21 (95%)
CONF  | 5.0+0.05s Threads=1 Hash=8MB
GAMES | N: 1000 W: 691 L: 131 D: 178
In DFRC, this release is 512 elo stronger in selfplay.

ELO   | 511.50 +- 52.03 (95%)
CONF  | 5.0+0.05s Threads=1 Hash=8MB
GAMES | N: 1000 W: 936 L: 36 D: 28
Based on the strength gains, v2.00 should have a blitz elo of about 3280, LTC elo of about 3180, and FRC elo of about 3390 (on CCRL scales).

A note on executables: Different executables for windows have been compiled for different instruction sets. AVX512 is the fastest, followed by AVX2, and POPCNT. Pick the fastest one that doesn't crash on your computer.

Peacekeeper rating CEDR progress:
Pl Engine Rating Score Games %
884 Peacekeeper 1.71 3127.6 180.50 362 49.86
917 Peacekeeper 1.70 3083.2 141.50 306 46.24
981 Peacekeeper 1.60 3009.7 109.00 200 54.50
1082 Peacekeeper 1.50 2855.9 37.00 107 34.58
1093 Peacekeeper 1.4 2832.9 7.00 34 20.59
1159 Peacekeeper 1.2 2748.3 15.00 94 15.96
1177 Peacekeeper 1.40 2729.7 19.50 76 25.66
1249 Peacekeeper 1.3 2596.2 34.00 129 26.36
1269 Peacekeeper 1.1 2555.8 25.00 98 25.51
1318 Peacekeeper 1.01 2481.3 15.00 64 23.44
1352 Peacekeeper 1.0 2425.2 13.50 110 12.27
1367 Peacekeeper 1.10 2402.4 8.00 32 25.00
1379 Peacekeeper 0.11 2384.8 19.00 104 18.27
1388 Peacekeeper 0.12 2378.3 47.50 246 19.31
1623 Peacekeeper 0.1 1889.2 4.00 33 12.12



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