RealmOA Library

oa::ml::advantage::normalize

Standardize a nonempty FP32 advantage tensor over all elements. The result is (advantage - mean) / sqrt(variance + epsilon). The operation remains device-resident and differentiable, and records one semantic identity over its composite Matrix lowering. Errors Returns an error when advantage is empty or not FP32, epsilon is not positive and finite, a size exceeds the admitted shader ABI, allocation fails, or composite lowering fails.

FnRust public API

Function Documentation

pub fn normalize( advantage: &Matrix, epsilon: f32 ) -> Result<Matrix>
Standardize a nonempty FP32 advantage tensor over all elements. The result is (advantage - mean) / sqrt(variance + epsilon). The operation remains device-resident and differentiable, and records one semantic identity over its composite Matrix lowering. Errors Returns an error when advantage is empty or not FP32, epsilon is not positive and finite, a size exceeds the admitted shader ABI, allocation fails, or composite lowering fails.

Examples