Dev Builds » 20240108-1734

Use this dev build

NCM plays each Stockfish dev build 20,000 times against Stockfish 15. This yields an approximate Elo difference and establishes confidence in the strength of the dev builds.

Summary

Host Duration Avg Base NPS Games WLD Standard Elo Ptnml(0-2) Gamepair Elo
ncm-dbt-01 06:55:23 584015 4012 1494 575 1943 +81.02 ± 4.97 1 123 848 1024 10 +169.99 ± 11.67
ncm-dbt-02 06:53:40 584938 4000 1452 575 1973 +77.43 ± 5.05 3 128 873 981 15 +160.85 ± 11.5
ncm-dbt-03 06:55:38 584671 4000 1438 617 1945 +72.34 ± 4.88 1 124 936 931 8 +150.1 ± 11.05
ncm-dbt-04 06:54:08 570991 4000 1407 593 2000 +71.7 ± 4.98 1 138 917 934 10 +148.23 ± 11.2
ncm-dbt-05 06:55:56 584013 3988 1392 631 1965 +67.12 ± 5.09 2 164 906 915 7 +138.64 ± 11.3
20000 7183 2991 9826 +73.92 ± 2.23 8 677 4480 4785 50 +153.44 ± 5.07

Test Detail

ID Host Base NPS Games WLD Standard Elo Ptnml(0-2) Gamepair Elo CLI PGN
407511 ncm-dbt-01 584117 12 6 1 5 +154.02 ± 64.21 0 0 1 5 0 +416.21 ± 496.36
407510 ncm-dbt-05 585928 488 168 86 234 +58.94 ± 15.64 1 28 104 110 1 +121.48 ± 33.5
407509 ncm-dbt-03 583237 500 178 72 250 +74.79 ± 14.34 0 20 104 126 0 +157.24 ± 33.54
407508 ncm-dbt-02 585759 500 185 66 249 +84.3 ± 13.88 0 13 107 128 2 +176.33 ± 32.93
407507 ncm-dbt-04 571110 500 174 70 256 +73.34 ± 13.86 0 17 112 121 0 +153.86 ± 32.2
407506 ncm-dbt-01 584706 500 189 73 238 +82.1 ± 13.83 0 13 110 125 2 +171.02 ± 32.42
407505 ncm-dbt-05 586097 500 164 80 256 +58.93 ± 14.56 0 26 114 110 0 +121.46 ± 32.0
407504 ncm-dbt-03 584664 500 180 84 236 +67.55 ± 14.23 0 21 112 117 0 +140.62 ± 32.26
407503 ncm-dbt-02 584117 500 181 74 245 +75.52 ± 13.49 0 13 118 118 1 +157.24 ± 31.11
407502 ncm-dbt-04 569190 500 163 77 260 +60.36 ± 14.62 0 24 118 106 2 +121.46 ± 31.39
407501 ncm-dbt-01 584034 500 181 82 237 +69.71 ± 15.13 1 23 103 122 1 +145.54 ± 33.69
407500 ncm-dbt-05 584117 500 177 80 243 +68.27 ± 14.12 0 20 113 117 0 +142.26 ± 32.1
407499 ncm-dbt-03 584706 500 182 68 250 +80.63 ± 14.23 0 16 106 126 2 +167.53 ± 33.17
407498 ncm-dbt-02 586054 500 190 71 239 +84.31 ± 14.03 0 16 99 135 0 +179.9 ± 34.4
407497 ncm-dbt-04 573042 500 182 74 244 +76.25 ± 13.36 0 11 122 115 2 +157.24 ± 30.38
407496 ncm-dbt-01 585042 500 182 78 240 +73.33 ± 14.15 0 17 114 117 2 +150.51 ± 31.88
407495 ncm-dbt-03 585000 500 177 91 232 +60.36 ± 13.35 0 17 130 103 0 +124.6 ± 29.47
407494 ncm-dbt-02 586012 500 185 64 251 +85.78 ± 13.92 0 12 108 127 3 +178.11 ± 32.72
407493 ncm-dbt-05 581402 500 166 74 260 +64.66 ± 14.12 0 21 116 113 0 +134.15 ± 31.65
407492 ncm-dbt-01 583698 500 204 54 242 +107.54 ± 13.4 0 7 89 151 3 +234.38 ± 36.22
407491 ncm-dbt-04 571110 500 177 71 252 +74.79 ± 14.06 1 14 114 120 1 +157.24 ± 31.83
407490 ncm-dbt-02 585211 500 184 93 223 +63.94 ± 13.94 0 19 122 108 1 +130.94 ± 30.71
407489 ncm-dbt-03 583196 500 176 78 246 +68.99 ± 13.11 0 12 129 108 1 +142.26 ± 29.38
407488 ncm-dbt-05 581194 500 179 85 236 +66.1 ± 15.13 0 25 109 113 3 +132.54 ± 32.75
407487 ncm-dbt-01 583698 500 188 64 248 +88.0 ± 13.35 0 11 104 135 0 +189.0 ± 33.39
407486 ncm-dbt-04 570388 500 187 69 244 +83.57 ± 14.31 0 15 105 127 3 +172.78 ± 33.32
407485 ncm-dbt-02 584327 500 175 71 254 +73.33 ± 14.01 0 16 116 116 2 +150.51 ± 31.54
407484 ncm-dbt-03 584537 500 184 76 240 +76.25 ± 13.51 0 11 123 113 3 +155.54 ± 30.23
407483 ncm-dbt-04 571270 500 182 88 230 +66.1 ± 13.74 0 18 120 112 0 +137.37 ± 30.98
407482 ncm-dbt-01 583279 500 174 80 246 +66.1 ± 14.59 0 24 108 118 0 +137.37 ± 32.9
407481 ncm-dbt-05 586054 500 169 79 252 +63.23 ± 13.48 1 13 132 103 1 +130.94 ± 29.05
407480 ncm-dbt-02 585042 500 175 69 256 +74.79 ± 15.7 2 19 105 119 5 +152.18 ± 33.38
407479 ncm-dbt-01 583028 500 187 71 242 +82.1 ± 12.57 0 7 120 123 0 +174.55 ± 30.42
407478 ncm-dbt-03 584706 500 168 74 258 +66.1 ± 14.03 0 18 122 108 2 +134.15 ± 30.68
407477 ncm-dbt-04 570509 500 160 78 262 +57.5 ± 14.22 0 24 120 106 0 +118.33 ± 31.1
407476 ncm-dbt-05 582736 500 179 73 248 +74.79 ± 13.76 0 15 115 119 1 +155.54 ± 31.67
407475 ncm-dbt-02 582987 500 177 67 256 +77.71 ± 14.99 1 20 98 130 1 +164.07 ± 34.56
407474 ncm-dbt-01 584537 500 183 72 245 +78.43 ± 14.88 0 21 99 128 2 +162.35 ± 34.39
407473 ncm-dbt-04 571310 500 182 66 252 +82.1 ± 14.13 0 15 106 127 2 +171.02 ± 33.15
407472 ncm-dbt-05 584579 500 190 74 236 +82.1 ± 14.13 0 16 103 130 1 +172.78 ± 33.69
407471 ncm-dbt-03 587325 500 193 74 233 +84.31 ± 13.42 1 9 110 130 0 +181.7 ± 32.28

Commit

Commit ID 6deb88728fb141e853243c2873ad0cda4dd19320
Author Linmiao Xu
Date 2024-01-08 17:34:36 UTC
Update default main net to nn-baff1edbea57.nnue Created by retraining the previous main net nn-b1e55edbea57.nnue with: - some of the same options as before: ranger21 optimizer, more WDL skipping - adding T80 aug filter-v6, sep, and oct 2023 data to the previous best dataset - increasing training loss for positions where predicted win rates were higher than estimated match results from training data position scores ```yaml experiment-name: 2560--S8-r21-more-wdl-skip-10p-more-loss-high-q-sk28 training-dataset: # https://github.com/official-stockfish/Stockfish/pull/4782 - /data/S6-1ee1aba5ed.binpack - /data/test80-aug2023-2tb7p.v6.min.binpack - /data/test80-sep2023-2tb7p.binpack - /data/test80-oct2023-2tb7p.binpack early-fen-skipping: 28 start-from-engine-test-net: True nnue-pytorch-branch: linrock/nnue-pytorch/r21-more-wdl-skip-10p-more-loss-high-q num-epochs: 1000 lr: 4.375e-4 gamma: 0.995 start-lambda: 1.0 end-lambda: 0.7 ``` Training data can be found at: https://robotmoon.com/nnue-training-data/ Training loss was increased by 10% for positions where predicted win rates were higher than suggested by the win rate model based on the training data, by multiplying with: ((qf > pt) * 0.1 + 1). This was a variant of experiments from Sopel's NNUE training & experimentation log: https://docs.google.com/document/d/1gTlrr02qSNKiXNZ_SuO4-RjK4MXBiFlLE6jvNqqMkAY Experiment 302 - increase loss when prediction too high, vondele’s idea Experiment 309 - increase loss when prediction too high, normalize in a batch Passed STC: https://tests.stockfishchess.org/tests/view/6597a21c79aa8af82b95fd5c LLR: 2.93 (-2.94,2.94) <0.00,2.00> Total: 148320 W: 37960 L: 37475 D: 72885 Ptnml(0-2): 542, 17565, 37383, 18206, 464 Passed LTC: https://tests.stockfishchess.org/tests/view/659834a679aa8af82b960845 LLR: 2.94 (-2.94,2.94) <0.50,2.50> Total: 55188 W: 13955 L: 13592 D: 27641 Ptnml(0-2): 34, 6162, 14834, 6535, 29 closes https://github.com/official-stockfish/Stockfish/pull/4972 Bench: 1219824
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