Dev Builds » 20230227-2107

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 06:58:57 583622 4000 1243 787 1970 +39.78 ± 5.11 0 254 1045 692 9 +78.99 ± 10.48
ncm-dbt-02 06:57:50 586575 4000 1228 790 1982 +38.2 ± 5.18 4 259 1042 685 10 +76.25 ± 10.51
ncm-dbt-03 06:59:40 584986 4014 1244 793 1977 +39.2 ± 5.07 6 235 1075 684 7 +79.25 ± 10.3
ncm-dbt-04 06:59:56 568271 4000 1278 861 1861 +36.35 ± 5.23 6 273 1024 692 5 +73.7 ± 10.62
ncm-dbt-05 07:00:01 579834 3986 1200 805 1981 +34.54 ± 5.14 2 274 1049 663 5 +69.24 ± 10.47
20000 6193 4036 9771 +37.62 ± 2.3 18 1295 5235 3416 36 +75.48 ± 4.68

Test Detail

ID Host Base NPS Games WLD Standard Elo Ptnml(0-2) Gamepair Elo CLI PGN
429872 ncm-dbt-03 587282 14 4 3 7 +24.82 ± 45.76 0 0 6 1 0 +49.92 ± 94.39
429871 ncm-dbt-05 580821 486 135 116 235 +13.59 ± 14.83 0 47 130 66 0 +27.22 ± 29.85
429870 ncm-dbt-01 583740 500 157 97 246 +41.89 ± 14.07 0 27 138 83 2 +82.1 ± 28.65
429869 ncm-dbt-04 568315 500 153 103 244 +34.86 ± 15.08 2 33 129 85 1 +71.89 ± 29.97
429868 ncm-dbt-02 585674 500 160 85 255 +52.51 ± 14.92 0 29 119 100 2 +104.49 ± 31.29
429867 ncm-dbt-03 587155 500 149 91 260 +40.48 ± 13.99 0 29 134 87 0 +82.1 ± 29.23
429866 ncm-dbt-05 578630 500 153 97 250 +39.08 ± 14.31 0 32 130 88 0 +79.17 ± 29.81
429865 ncm-dbt-01 583698 500 158 92 250 +46.13 ± 13.77 0 23 140 85 2 +90.97 ± 28.28
429864 ncm-dbt-04 567958 500 163 100 237 +44.01 ± 14.86 1 30 125 93 1 +89.48 ± 30.48
429863 ncm-dbt-02 585885 500 145 104 251 +28.55 ± 14.79 0 39 133 76 2 +54.65 ± 29.48
429862 ncm-dbt-03 581652 500 172 106 222 +46.13 ± 14.72 0 29 129 89 3 +89.48 ± 29.91
429861 ncm-dbt-05 580655 500 155 102 243 +36.97 ± 14.17 0 31 136 82 1 +73.34 ± 29.0
429860 ncm-dbt-01 585084 500 151 81 268 +48.96 ± 14.2 0 27 126 97 0 +99.95 ± 30.29
429859 ncm-dbt-02 586646 500 143 93 264 +34.86 ± 14.17 0 32 137 80 1 +68.99 ± 28.88
429858 ncm-dbt-04 567839 500 149 110 241 +27.16 ± 14.57 1 37 134 78 0 +56.07 ± 29.34
429857 ncm-dbt-03 585801 500 134 92 274 +29.25 ± 14.46 1 34 138 76 1 +58.93 ± 28.79
429856 ncm-dbt-01 585042 500 159 109 232 +34.86 ± 14.57 0 35 131 83 1 +68.99 ± 29.71
429855 ncm-dbt-05 581860 500 142 103 255 +27.15 ± 14.18 0 37 137 76 0 +54.65 ± 28.94
429854 ncm-dbt-02 587028 500 151 104 245 +32.76 ± 15.2 1 38 125 85 1 +66.1 ± 30.52
429853 ncm-dbt-04 567958 500 166 106 228 +41.89 ± 14.61 0 33 124 93 0 +85.04 ± 30.63
429852 ncm-dbt-03 584453 500 168 91 241 +53.93 ± 15.12 2 25 118 104 1 +112.14 ± 31.42
429851 ncm-dbt-01 580862 500 149 110 241 +27.15 ± 14.04 0 36 139 75 0 +54.65 ± 28.67
429850 ncm-dbt-05 578712 500 154 104 242 +34.86 ± 13.49 0 28 144 78 0 +70.44 ± 27.87
429849 ncm-dbt-03 585042 500 158 103 239 +38.37 ± 13.99 0 30 135 85 0 +77.71 ± 29.11
429848 ncm-dbt-02 586604 500 158 104 238 +37.67 ± 14.08 0 30 137 82 1 +74.79 ± 28.85
429847 ncm-dbt-04 570029 500 156 116 228 +27.85 ± 15.12 1 40 128 80 1 +56.07 ± 30.14
429846 ncm-dbt-01 582527 500 154 105 241 +34.16 ± 15.04 0 38 127 83 2 +66.1 ± 30.25
429845 ncm-dbt-02 589539 500 159 88 253 +49.67 ± 14.64 1 26 125 97 1 +101.46 ± 30.43
429844 ncm-dbt-05 578013 500 170 99 231 +49.67 ± 14.38 0 26 129 93 2 +98.44 ± 29.86
429843 ncm-dbt-03 582611 500 157 101 242 +39.08 ± 14.96 2 30 129 88 1 +80.63 ± 29.95
429842 ncm-dbt-04 568434 500 161 111 228 +34.86 ± 13.9 1 27 144 77 1 +70.44 ± 27.87
429841 ncm-dbt-01 585084 500 159 92 249 +46.84 ± 14.62 0 30 124 95 1 +93.95 ± 30.6
429840 ncm-dbt-02 586943 500 165 109 226 +39.08 ± 14.17 0 29 138 81 2 +76.25 ± 28.69
429839 ncm-dbt-05 579578 500 153 93 254 +41.89 ± 14.87 1 31 126 91 1 +85.04 ± 30.35
429838 ncm-dbt-03 585042 500 147 93 260 +37.67 ± 13.81 1 26 141 82 0 +77.71 ± 28.25
429837 ncm-dbt-04 568713 500 172 109 219 +44.01 ± 14.73 0 33 121 96 0 +89.48 ± 31.03
429836 ncm-dbt-01 582945 500 156 101 243 +38.37 ± 15.17 0 38 120 91 1 +76.25 ± 31.18
429835 ncm-dbt-02 584285 500 147 103 250 +30.65 ± 15.06 2 36 128 84 0 +64.66 ± 30.12
429834 ncm-dbt-05 580406 500 138 91 271 +32.76 ± 15.69 1 42 117 89 1 +66.1 ± 31.56
429833 ncm-dbt-03 585843 500 155 113 232 +29.25 ± 13.79 0 32 145 72 1 +57.5 ± 27.81
429832 ncm-dbt-04 566928 500 158 106 236 +36.26 ± 15.29 0 40 119 90 1 +71.89 ± 31.31

Commit

Commit ID 876906965b8d552866486c0e6eda1184fdb1d636
Author Linmiao Xu
Date 2023-02-27 21:07:52 UTC
Update default net to nn-52471d67216a.nnue Created by retraining the master net with modifications to the previous best dataset: * Improving T80 oct+nov 2022 endgame lambda accuracy by rescoring with 12-16tb of syzygy 7p tablebases * Filtering T78 jun+jul+aug 2022 with d6pv2 search to remove positions with bestmove captures or one good move * Adding T80 sep 2022 data, rescored with 16tb of 7p tablebases, unfiltered Trained with max-epoch 900, end-lambda 0.7, and early-fen-skipping 28. ``` python3 easy_train.py \ --experiment-name leela96-dfrc99-T80octnovT79aprmayT78junjulaugT60novdec-filt-v2-T78sep12tb7p-T77decT80sep16tb7p-lambda7-sk28 \ --training-dataset /data/leela96-dfrc99-T80octnovT79aprmayT78junjulaugT60novdec-filt-v2-T78sep12tb7p-T77decT80sep16tb7p.binpack \ --nnue-pytorch-branch linrock/nnue-pytorch/easy-train-early-fen-skipping \ --early-fen-skipping 28 \ --start-from-engine-test-net True \ --gpus "0," \ --max_epoch 900 \ --start-lambda 1.0 \ --end-lambda 0.7 \ --gamma 0.995 \ --lr 4.375e-4 \ --tui False \ --seed $RANDOM ``` Training data was rescored and d6pv2 filtered in the same way as recent best datasets. For preparing the merged training dataset: ``` python3 interleave_binpacks.py \ leela96-eval-filt-v2.binpack \ dfrc99-eval-filt-v2.binpack \ test80-oct2022-16tb7p-eval-filt-v2-d6.binpack \ test80-nov2022-12tb7p-eval-filt-v2-d6.binpack \ T79-apr2022-12tb7p-eval-filt-v2.binpack \ T79-may2022-12tb7p-eval-filt-v2.binpack \ test78-junjulaug2022-16tb7p-eval-filt-v2-d6.binpack \ T60-nov2021-12tb7p-eval-filt-v2.binpack \ T60-dec2021-12tb7p-eval-filt-v2.binpack \ T78-sep2022-12tb7p.binpack \ test77-dec2021-16gb7p.binpack \ test80-sep2022-16tb7p.binpack \ /data/leela96-dfrc99-T80octnovT79aprmayT78junjulaugT60novdec-filt-v2-T78sep12tb7p-T77decT80sep16tb7p.binpack ``` Links for downloading the training data components can be found at: https://robotmoon.com/nnue-training-data/ Local elo at 25k nodes per move: nn-epoch839.nnue : 0.6 +/- 1.4 Passed STC: https://tests.stockfishchess.org/tests/view/63f9ab4be74a12625bcdf02e LLR: 2.95 (-2.94,2.94) <0.00,2.00> Total: 84656 W: 22681 L: 22302 D: 39673 Ptnml(0-2): 271, 9343, 22734, 9696, 284 Passed LTC: https://tests.stockfishchess.org/tests/view/63fa3833e74a12625bce0c0e LLR: 2.94 (-2.94,2.94) <0.50,2.50> Total: 184664 W: 49933 L: 49344 D: 85387 Ptnml(0-2): 111, 17977, 55561, 18578, 105 closes https://github.com/official-stockfish/Stockfish/pull/4416 bench: 4814343
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