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authorMike White <botahamec@outlook.com>2021-09-18 12:25:15 -0400
committerMike White <botahamec@outlook.com>2021-09-18 12:25:15 -0400
commitf1d3cf99a122c63e09f33ca30d6c09fd29d66a24 (patch)
treec8371c1a8ecd3851b00081bb9ae0cd6d81c4b313 /ai/src/lib.rs
parent022ad804720a9cede6e8e463ad4bf82db3588f84 (diff)
Implement multithreading
Diffstat (limited to 'ai/src/lib.rs')
-rw-r--r--ai/src/lib.rs62
1 files changed, 57 insertions, 5 deletions
diff --git a/ai/src/lib.rs b/ai/src/lib.rs
index 17b5441..350c580 100644
--- a/ai/src/lib.rs
+++ b/ai/src/lib.rs
@@ -1,4 +1,6 @@
pub use model::{CheckersBitBoard, Move, PieceColor, PossibleMoves};
+use parking_lot::{Mutex, RwLock};
+use rayon::prelude::*;
use std::mem::MaybeUninit;
const KING_WORTH: u32 = 2;
@@ -27,18 +29,24 @@ fn eval_position(board: CheckersBitBoard) -> f32 {
}
}
-pub fn eval(depth: usize, mut alpha: f32, beta: f32, board: CheckersBitBoard) -> f32 {
- if depth == 0 {
+pub fn eval_singlethreaded(
+ depth: usize,
+ mut alpha: f32,
+ beta: f32,
+ board: CheckersBitBoard,
+) -> f32 {
+ if depth <= 1 {
eval_position(board)
} else {
let turn = board.turn();
let mut best_eval = f32::NEG_INFINITY;
+
for current_move in PossibleMoves::moves(board) {
let board = unsafe { current_move.apply_to(board) };
let current_eval = if board.turn() != turn {
- 1.0 - eval(depth - 1, 1.0 - beta, 1.0 - alpha, board)
+ 1.0 - eval_singlethreaded(depth - 1, 1.0 - beta, 1.0 - alpha, board)
} else {
- eval(depth - 1, alpha, beta, board)
+ eval_singlethreaded(depth - 1, alpha, beta, board)
};
if current_eval >= beta {
@@ -57,11 +65,55 @@ pub fn eval(depth: usize, mut alpha: f32, beta: f32, board: CheckersBitBoard) ->
}
}
+pub fn eval_multithreaded(depth: usize, alpha: f32, beta: f32, board: CheckersBitBoard) -> f32 {
+ if depth <= 1 {
+ eval_position(board)
+ } else {
+ let turn = board.turn();
+ let best_eval = Mutex::new(f32::NEG_INFINITY);
+ let keep_going = RwLock::new(true);
+ let alpha = RwLock::new(alpha);
+
+ let is_still_going = || *keep_going.read();
+ let get_alpha = || *alpha.read();
+ PossibleMoves::moves(board)
+ .into_iter()
+ .par_bridge()
+ .for_each(|current_move| {
+ if is_still_going() {
+ let board = unsafe { current_move.apply_to(board) };
+ let current_eval = if board.turn() != turn {
+ 1.0 - eval_singlethreaded(depth - 1, 1.0 - beta, 1.0 - get_alpha(), board)
+ } else {
+ eval_singlethreaded(depth - 1, get_alpha(), beta, board)
+ };
+
+ let mut best = best_eval.lock();
+ if current_eval >= beta {
+ *best = beta;
+ let mut going_val = keep_going.write();
+ *going_val = false;
+ }
+
+ if *best < current_eval {
+ *best = current_eval;
+ }
+ if get_alpha() < *best {
+ let mut alpha = alpha.write();
+ *alpha = *best;
+ }
+ }
+ });
+
+ best_eval.into_inner()
+ }
+}
+
pub fn best_move(depth: usize, board: CheckersBitBoard) -> Move {
let mut best_eval = 0.0;
let mut best_move = MaybeUninit::uninit();
for current_move in PossibleMoves::moves(board) {
- let current_eval = eval(depth - 1, best_eval, 1.0, unsafe {
+ let current_eval = eval_multithreaded(depth - 1, best_eval, 1.0, unsafe {
current_move.apply_to(board)
});
if current_eval > best_eval {