[KongchangAI]
ConceptEfficiently Updatable Neural Network

NNUE

An efficient neural network evaluation architecture designed for chess engines. Its defining feature is an incremental update mechanism that recomputes only the portions of a position affected by each move, enabling microsecond-level inference on commodity CPUs.

Timeline (last 90 days)

Oct 17

Stockfish is currently recognized as the strongest open-source chess engine, uses NNUE to evaluate positions, and communicates with external programs via the UCI protocol.

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Oct 5

NNUE(Efficiently Updatable Neural Network)是现代Stockfish所采用的高效小型神经网络评估方案

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Oct 5

NNUE是Stockfish自2020年引入的评估架构,最初由日本将棋程序借鉴而来

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Oct 5

NNUE的引入让Stockfish的棋力相比纯手工评估函数提升了约100 Elo

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Oct 5

该模型与NNUE在实际对弈强度上的最终量化对比结果尚待进一步验证

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Sep 26

Stockfish is one of the world's strongest open-source chess engines, employing an Alpha-Beta pruning search combined with an NNUE neural network evaluation architecture.

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