Dev Builds » 20240217-1611

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 06:49:37 577512 4000 1463 569 1968 +78.99 ± 4.89 3 108 889 992 8 +166.01 ± 11.36
ncm-dbt-02 06:49:38 585710 4000 1481 627 1892 +75.34 ± 4.89 0 123 908 961 8 +156.81 ± 11.24
ncm-dbt-03 06:51:46 583115 4000 1506 594 1900 +80.63 ± 4.96 1 119 858 1011 11 +168.84 ± 11.6
ncm-dbt-04 06:50:19 569518 4000 1480 571 1949 +80.36 ± 4.92 3 106 883 995 13 +168.18 ± 11.4
ncm-dbt-05 06:49:42 582046 4000 1452 619 1929 +73.43 ± 4.94 0 135 904 954 7 +152.6 ± 11.28
20000 7382 2980 9638 +77.74 ± 2.2 7 591 4442 4913 47 +162.44 ± 5.09

Test Detail

ID Host Base NPS Games WLD Standard Elo Ptnml(0-2) Gamepair Elo CLI PGN
419016 ncm-dbt-04 570789 500 187 77 236 +77.7 ± 12.94 0 9 123 117 1 +162.35 ± 30.1
419015 ncm-dbt-03 582569 500 184 72 244 +79.17 ± 13.6 0 13 113 123 1 +165.8 ± 31.92
419014 ncm-dbt-01 575680 500 180 74 246 +74.79 ± 13.31 1 10 121 118 0 +158.93 ± 30.54
419013 ncm-dbt-05 578300 500 178 69 253 +76.97 ± 13.53 0 13 116 120 1 +160.64 ± 31.43
419012 ncm-dbt-02 588260 500 190 70 240 +85.04 ± 13.75 0 12 108 128 2 +178.11 ± 32.72
419011 ncm-dbt-04 572356 500 180 63 257 +82.83 ± 14.0 0 16 101 133 0 +176.33 ± 34.04
419010 ncm-dbt-03 584369 500 189 67 244 +86.52 ± 13.16 0 9 111 129 1 +183.51 ± 32.06
419009 ncm-dbt-01 576782 500 185 76 239 +76.98 ± 14.55 1 15 111 120 3 +158.93 ± 32.34
419008 ncm-dbt-05 580613 500 172 66 262 +74.79 ± 14.77 0 22 101 126 1 +155.54 ± 34.04
419007 ncm-dbt-02 584076 500 188 83 229 +74.06 ± 13.44 0 14 117 119 0 +155.54 ± 31.31
419006 ncm-dbt-04 567759 500 188 74 238 +80.63 ± 14.8 0 18 104 124 4 +164.07 ± 33.53
419005 ncm-dbt-01 575965 500 189 63 248 +89.48 ± 14.15 1 11 101 135 2 +190.85 ± 33.97
419004 ncm-dbt-03 586097 500 192 86 222 +74.79 ± 14.9 0 22 102 124 2 +153.86 ± 33.87
419003 ncm-dbt-05 584076 500 177 85 238 +64.66 ± 13.24 0 15 128 107 0 +134.15 ± 29.68
419002 ncm-dbt-02 582945 500 188 80 232 +76.25 ± 13.96 0 15 114 119 2 +157.24 ± 31.83
419001 ncm-dbt-04 569230 500 189 72 239 +82.83 ± 14.0 1 11 110 126 2 +174.55 ± 32.38
419000 ncm-dbt-03 581485 500 188 79 233 +76.98 ± 14.27 1 16 106 127 0 +164.07 ± 33.19
418999 ncm-dbt-01 578588 500 182 70 248 +79.17 ± 13.9 0 16 106 128 0 +167.53 ± 33.17
418998 ncm-dbt-02 584622 500 176 81 243 +66.82 ± 13.48 0 16 123 111 0 +138.99 ± 30.46
418997 ncm-dbt-05 583279 500 184 79 237 +74.06 ± 13.74 0 16 113 121 0 +155.54 ± 32.01
418996 ncm-dbt-04 569509 500 186 76 238 +77.71 ± 14.0 1 14 109 126 0 +165.8 ± 32.64
418995 ncm-dbt-03 578095 500 192 66 242 +89.48 ± 13.84 0 12 102 134 2 +189.0 ± 33.78
418994 ncm-dbt-01 576905 500 181 69 250 +79.17 ± 13.75 0 15 108 127 0 +167.53 ± 32.81
418993 ncm-dbt-05 584537 500 189 82 229 +75.52 ± 14.23 0 17 111 120 2 +155.54 ± 32.36
418992 ncm-dbt-02 586774 500 189 76 235 +79.9 ± 14.5 0 19 100 130 1 +167.53 ± 34.22
418991 ncm-dbt-04 570188 500 187 57 256 +92.45 ± 13.59 0 11 99 139 1 +198.34 ± 34.31
418990 ncm-dbt-01 578877 500 185 77 238 +76.25 ± 13.51 0 13 117 119 1 +158.93 ± 31.27
418989 ncm-dbt-03 584327 500 180 77 243 +72.61 ± 13.99 0 18 111 121 0 +152.18 ± 32.38
418988 ncm-dbt-05 578794 500 194 75 231 +84.3 ± 13.27 0 10 112 127 1 +178.11 ± 31.94
418987 ncm-dbt-02 586012 500 188 70 242 +83.57 ± 13.87 0 14 105 130 1 +176.33 ± 33.3
418986 ncm-dbt-04 567759 500 174 70 256 +73.34 ± 13.42 1 8 130 108 3 +150.51 ± 29.03
418985 ncm-dbt-01 579826 500 176 65 259 +78.44 ± 13.73 0 15 109 126 0 +165.8 ± 32.64
418984 ncm-dbt-03 583405 500 191 75 234 +82.1 ± 14.13 0 15 106 127 2 +171.02 ± 33.15
418983 ncm-dbt-05 582527 500 174 80 246 +66.1 ± 14.31 0 21 115 113 1 +135.76 ± 31.8
418982 ncm-dbt-02 586350 500 181 85 234 +67.54 ± 13.21 0 13 129 107 1 +138.99 ± 29.43
418981 ncm-dbt-01 577479 500 185 75 240 +77.7 ± 13.71 0 13 116 119 2 +160.64 ± 31.43
418980 ncm-dbt-04 568554 500 189 82 229 +75.52 ± 14.51 0 19 107 122 2 +155.54 ± 33.04
418979 ncm-dbt-03 584579 500 190 72 238 +83.57 ± 14.16 0 14 107 126 3 +172.78 ± 32.96
418978 ncm-dbt-02 586646 500 181 82 237 +69.71 ± 14.31 0 20 112 117 1 +143.89 ± 32.25
418977 ncm-dbt-05 584243 500 184 83 233 +71.16 ± 14.5 0 21 108 120 1 +147.19 ± 32.89

Commit

Commit ID 8e75548f2a10969c1c9211056999efbcebe63f9a
Author Linmiao Xu
Date 2024-02-17 16:11:46 UTC
Update default main net to nn-b1a57edbea57.nnue Created by retraining the previous main net `nn-baff1edbea57.nnue` with: - some of the same options as before: ranger21, more WDL skipping - the addition of T80 nov+dec 2023 data - increasing loss by 15% when prediction is too high, up from 10% - use of torch.compile to speed up training by over 25% ```yaml experiment-name: 2560--S9-514G-T80-augtodec2023-more-wdl-skip-15p-more-loss-high-q-sk28 training-dataset: # https://github.com/official-stockfish/Stockfish/pull/4782 - /data/S6-514G-1ee1aba5ed.binpack - /data/test80-aug2023-2tb7p.v6.min.binpack - /data/test80-sep2023-2tb7p.binpack - /data/test80-oct2023-2tb7p.binpack - /data/test80-nov2023-2tb7p.binpack - /data/test80-dec2023-2tb7p.binpack early-fen-skipping: 28 start-from-engine-test-net: True nnue-pytorch-branch: linrock/nnue-pytorch/r21-more-wdl-skip-15p-more-loss-high-q-torch-compile num-epochs: 1000 lr: 4.375e-4 gamma: 0.995 start-lambda: 1.0 end-lambda: 0.7 ``` Epoch 819 trained with the above config led to this PR. Use of torch.compile decorators in nnue-pytorch model.py was found to speed up training by at least 25% on Ampere gpus when using recent pytorch compiled with cuda 12: https://catalog.ngc.nvidia.com/orgs/nvidia/containers/pytorch See recent main net PRs for more info on - ranger21 and more WDL skipping: https://github.com/official-stockfish/Stockfish/pull/4942 - increasing loss when Q is too high: https://github.com/official-stockfish/Stockfish/pull/4972 Training data can be found at: https://robotmoon.com/nnue-training-data/ Passed STC: https://tests.stockfishchess.org/tests/view/65cd76151d8e83c78bfd2f52 LLR: 2.98 (-2.94,2.94) <0.00,2.00> Total: 78336 W: 20504 L: 20115 D: 37717 Ptnml(0-2): 317, 9225, 19721, 9562, 343 Passed LTC: https://tests.stockfishchess.org/tests/view/65ce5be61d8e83c78bfd43e9 LLR: 2.95 (-2.94,2.94) <0.50,2.50> Total: 41016 W: 10492 L: 10159 D: 20365 Ptnml(0-2): 22, 4533, 11071, 4854, 28 closes https://github.com/official-stockfish/Stockfish/pull/5056 Bench: 1351997
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