Function ensure_f32

src/framework/modules/norm_modules.cpp:72–79

    kBiasNormInputs,
    2,
    kNormOutputs,
    1,
    "Applies Zipformer BiasNorm using bias-centered variance and the original input numerator.",
};

const core::ModulePortSpec kAdaptiveInstanceNorm1dInputs[] = {
    {"input", core::PortKind::Activation, false},
    {"gamma", core::PortKind::Parameter, false},
    {"beta", core::PortKind::Parameter, false},
};