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New version strong chess engine: Altair 7.0.0

Altair is a uci chess engine that succeeds my old python engine Antares.
Rating CEDR=3462 author: Alexander Tian

v.7.0.0:
The seventh release of Altair.
Many changes have been made in Altair including search features, its evaluation, and move generation. Two new neural networks have been created through self-data-generation, Taffreta and Solaris, with the latter being the current and strongest net trained on over 2B FENs.

A few large FRC (Chess 960) bugs have been fixed, resulting in much larger Elo gain compared to standard chess.

Standard LTC:

Elo   | 79.17 +- 12.12 (95%)
Conf  | 40.0+0.40s Threads=1 Hash=128MB
Games | N: 1000 W: 278 L: 54 D: 668
Penta | [0, 32, 243, 194, 31]
http://antares2262.pythonanywhere.com/test/183/
FRC LTC:

Elo   | 146.45 +- 15.41 (95%)
Conf  | 40.0+0.40s Threads=1 Hash=128MB
Games | N: 1002 W: 455 L: 56 D: 491
Penta | [1, 17, 162, 224, 97]
http://antares2262.pythonanywhere.com/test/184/
As always, huge thanks to everyone of the OpenBench Testing Instance that Altair is on for their support and contribution of hardware towards Altair's testing.
Thank you again to @Ciekce for helping me to train neural networks with his hardware.

The binaries are included below, with x86-64 binaries being based on the microarchitecture levels

It is recommended that most people use the v3 binary, with v4 meant for CPUs that support AVX512, and v2 and v1 for older CPUs (more details in the link above).

Altair 6.0.0 - results:
Alexandria 5.1.04.5/16-716 Games
Obsidian 9.02.5/12-712 Games
Clover 6.12/12-812 Games
Stormphrax 4.0.04.5/10-110 Games
Seer 2.7.03/10-410 Games
RofChade 3.13/10-410 Games
Berserk 12.12.5/10-510 Games
Caissa 1.152.5/10-510 Games
LTChess 9.34.5/8+18 Games
Minic 3.394/8+08 Games
RubiChess 202309183.5/8-18 Games
Igel 3.5.03.5/8-18 Games
Revenge 3.03.5/8-18 Games
Ethereal 14.253/8-28 Games
Viridithas 11.0.03/8-28 Games
Arasan 24.03/8-28 Games
Booot 7.23/8-28 Games
Chess-System-Tal-22.5/8-38 Games
Fritz 192.5/8-38 Games
Uralochka 3.40a2.5/8-38 Games
Koivisto 9.22/8-48 Games

Altair 6.0.0 - Tournament results:
2023.12.29 New Amateur Engines TestXXIII27.5/30+25Ranking 1
2023.12.21 New Amateur Engines TestXXX37/46+28
2024.01.01 Swiss P02 2024
11/13+9
2024.01.16 4League CEDR ed.01.2024
42.5/60+25




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