RealmOA Library

oa::matrix::dropout

Apply inverted Dropout with a Philox-generated mask. Kept values are scaled by 1 / (1 - probability). The effective seed is retained for the reverse pass, and captured execution advances its random counter once per replay without rebuilding the graph. Errors Returns an error unless input is FP32, probability is finite and in [0, 1), or runtime allocation/recording fails.

FnRust public API

Function Documentation

pub fn dropout( input: &Matrix, probability: f32, seed: u64 ) -> Result<Matrix>
Apply inverted Dropout with a Philox-generated mask. Kept values are scaled by 1 / (1 - probability). The effective seed is retained for the reverse pass, and captured execution advances its random counter once per replay without rebuilding the graph. Errors Returns an error unless input is FP32, probability is finite and in [0, 1), or runtime allocation/recording fails.