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Linmiao Xu
b55217fd02
Created by updating output weights (256) and biases (8) of the previous main net with values found with spsa around 101k / 120k games at 140+1.4. 264 spsa params: output weights and biases in nn-e8bac1c07a5a.nnue A: 6000, alpha: 0.602, gamma: 0.101 weights: [-127, 127], c_end = 6 biases: [-8192, 8192], c_end = 64 Among the 264 params, 189 weights and all 8 biases were changed. Changes in the weights: - mean: -0.111 +/- 3.57 - range: [-8, 8] Found with the same method as: https://github.com/official-stockfish/Stockfish/pull/5459 Due to the original name (nn-ea8c9128c325.nnue) being too similar to the previous main net (nn-e8bac1c07a5a.nnue) and creating confusion, it was renamed by making non-functional changes to the .nnue file the same way as past nets with: https://github.com/linrock/nnue-namer To verify that bench is the same and view the modified non-functional bytes: ``` echo -e "setoption name EvalFile value nn-ea8c9128c325.nnue\nbench" | ./stockfish echo -e "setoption name EvalFile value nn-31337bea577c.nnue\nbench" | ./stockfish cmp -l nn-ea8c9128c325.nnue nn-31337bea577c.nnue diff <(xxd nn-ea8c9128c325.nnue) <(xxd nn-31337bea577c.nnue) ``` Passed STC: https://tests.stockfishchess.org/tests/view/669564154ff211be9d4ec080 LLR: 2.93 (-2.94,2.94) <0.00,2.00> Total: 57280 W: 15139 L: 14789 D: 27352 Ptnml(0-2): 209, 6685, 14522, 6995, 229 Passed LTC: https://tests.stockfishchess.org/tests/view/669694204ff211be9d4ec1b4 LLR: 2.94 (-2.94,2.94) <0.50,2.50> Total: 63030 W: 16093 L: 15720 D: 31217 Ptnml(0-2): 47, 6766, 17516, 7139, 47 closes https://github.com/official-stockfish/Stockfish/pull/5509 bench 1371485