From 86273330cd6e09b1fe4b9c6efbfb9c56033e28bd Mon Sep 17 00:00:00 2001 From: Mike White Date: Sat, 18 Sep 2021 22:49:34 -0400 Subject: Created a transposition table and fixed some bugs --- ai/src/lib.rs | 22 +++++++++- ai/src/transposition_table.rs | 96 +++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 117 insertions(+), 1 deletion(-) create mode 100644 ai/src/transposition_table.rs (limited to 'ai') diff --git a/ai/src/lib.rs b/ai/src/lib.rs index 7bee732..426ee47 100644 --- a/ai/src/lib.rs +++ b/ai/src/lib.rs @@ -1,8 +1,11 @@ +use crate::transposition_table::TranspositionTableReference; pub use model::{CheckersBitBoard, Move, PieceColor, PossibleMoves}; use parking_lot::{Mutex, RwLock}; use rayon::prelude::*; use std::mem::MaybeUninit; +mod transposition_table; + const KING_WORTH: u32 = 2; fn eval_position(board: CheckersBitBoard) -> f32 { @@ -42,12 +45,26 @@ pub fn eval_singlethreaded( 1.0 - eval_position(board) } } else { + let table = TranspositionTableReference::new(); + if let Some(eval) = table.get(board, depth as u8) { + return eval; + } + let turn = board.turn(); let mut best_eval = f32::NEG_INFINITY; let moves = PossibleMoves::moves(board); if moves.is_empty() { - return 0.5; + let pos_eval = if board.turn() == PieceColor::Dark { + eval_position(board) + } else { + 1.0 - eval_position(board) + }; + return if pos_eval < f32::EPSILON || pos_eval > 1.0 - f32::EPSILON { + pos_eval + } else { + 0.5 + }; } for current_move in PossibleMoves::moves(board) { @@ -58,6 +75,9 @@ pub fn eval_singlethreaded( eval_singlethreaded(depth - 1, alpha, beta, board) }; + let table = TranspositionTableReference::new(); + table.insert(board, current_eval, depth as u8); + if current_eval >= beta { return beta; } diff --git a/ai/src/transposition_table.rs b/ai/src/transposition_table.rs new file mode 100644 index 0000000..4f1e09c --- /dev/null +++ b/ai/src/transposition_table.rs @@ -0,0 +1,96 @@ +use crate::CheckersBitBoard; +use parking_lot::lock_api::RawMutex; +use parking_lot::Mutex; + +#[cfg(debug_assertions)] +const TABLE_SIZE: usize = 1_000_000 / std::mem::size_of::(); + +#[cfg(not(debug_assertions))] +const TABLE_SIZE: usize = 10_000_000 / std::mem::size_of::(); + +const EMPTY_ENTRY: Option = None; +static mut REPLACE_TABLE: [Option; TABLE_SIZE] = [EMPTY_ENTRY; TABLE_SIZE]; +static mut DEPTH_TABLE: [Option; TABLE_SIZE] = [EMPTY_ENTRY; TABLE_SIZE]; + +#[derive(Copy, Clone, Debug)] +struct TranspositionTableEntry { + board: CheckersBitBoard, + eval: f32, + depth: u8, +} + +pub struct TranspositionTableReference { + replace_table: &'static mut [Option; TABLE_SIZE], + depth_table: &'static mut [Option; TABLE_SIZE], +} + +impl TranspositionTableEntry { + const fn new(board: CheckersBitBoard, eval: f32, depth: u8) -> Self { + Self { board, eval, depth } + } +} + +impl TranspositionTableReference { + pub fn new() -> Self { + Self { + replace_table: unsafe { &mut REPLACE_TABLE }, + depth_table: unsafe { &mut DEPTH_TABLE }, + } + } + + pub fn get(self, board: CheckersBitBoard, depth: u8) -> Option { + // try the replace table + let entry = unsafe { + self.replace_table + .get_unchecked(board.hash_code() as usize % TABLE_SIZE) + }; + if let Some(entry) = *entry { + if entry.board == board && entry.depth >= depth { + return Some(entry.eval); + } + } + + // try the depth table + let entry = unsafe { + self.depth_table + .get_unchecked(board.hash_code() as usize % TABLE_SIZE) + }; + match *entry { + Some(entry) => { + if entry.board == board { + if entry.depth >= depth { + Some(entry.eval) + } else { + None + } + } else { + None + } + } + None => None, + } + } + + pub fn insert(self, board: CheckersBitBoard, eval: f32, depth: u8) { + // insert to the replace table + let entry = unsafe { + self.replace_table + .get_unchecked_mut(board.hash_code() as usize % TABLE_SIZE) + }; + *entry = Some(TranspositionTableEntry::new(board, eval, depth)); + + // insert to the depth table, only if the new depth is higher + let entry = unsafe { + self.depth_table + .get_unchecked_mut(board.hash_code() as usize % TABLE_SIZE) + }; + match *entry { + Some(entry_val) => { + if depth >= entry_val.depth { + *entry = Some(TranspositionTableEntry::new(board, eval, depth)); + } + } + None => *entry = Some(TranspositionTableEntry::new(board, eval, depth)), + } + } +} -- cgit v1.2.3