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v4-gen2

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@znxftw znxftw released this 23 Jun 17:34
efae004

4.5 million self play games across multiple networks (v2-gen1 to v4-gen1)

{
  "games_completed": 4550000,
  "total_positions": 758321669,
  "white_wins": 1346172,
  "black_wins": 1298113,
  "draws": 1905715
}

Architecture for v4 generations - (768 -> 256) x 2 -> 1

Ran a few different training configurations over different dataset combinations to try and find which works best
(0.2 / 0.3 -> Start WDL)
(0.7 / 0.8 -> End WDL)
(latest -> only v3, v4 training data)
(all -> v2,v3,v4 training data)

Rank Name                          Elo     +/-   Games   Score    Draw 
   1 rudim-nnue-latest-0.2-0.7      12      11    2000   51.7%   43.9% 
   2 rudim-nnue-all-0.2-0.7         11      11    2000   51.5%   44.2% 
   3 Rudim-3.0.4                     0      11    2000   50.0%   43.4% 
   4 rudim-nnue-all-0.3-0.8         -3      11    2000   49.5%   45.2% 
   5 rudim-nnue-latest-0.3-0.8     -19      11    2000   47.3%   45.0% 

SPRT: llr 0 (0.0%), lbound -inf, ubound inf
5000 of 5000 games finished.