Enum Activation 

pub enum Activation {
    Tanh,
    Hardtanh,
    Fasttanh,
    ReLU,
    LeakyReLU(f32),
    PReLU(Vec<f32>),
    Sigmoid,
    SiLU,
    Hardswish,
    LeakyHardtanh {
        min_val: f32,
        max_val: f32,
        min_slope: f32,
        max_slope: f32,
    },
    Softsign,
}

Variants

Tanh

Hardtanh

Fasttanh

ReLU

LeakyReLU(f32)

PReLU(Vec<f32>)

One slope per channel (or a single slope for all).

Sigmoid

SiLU

Hardswish

LeakyHardtanh

Fields

min_val: f32

max_val: f32

min_slope: f32

max_slope: f32

Softsign

Implementations

impl Activation

pub fn from_json(v: &Value) -> Result<Activation, NamError>

From a config entry: a name ("Tanh") or an object ({"type": "LeakyReLU", "negative_slope": 0.01}).

pub fn apply(&self, data: &mut [f32], channels: usize)

Apply in place to frame-major data with channels values per frame.

pub fn apply_one(&self, x: f32, ch: usize) -> f32

Apply to one value of channel ch.

Trait Implementations

impl Clone for Activation

fn clone(&self) -> Activation

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for Activation

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl PartialEq for Activation

fn eq(&self, other: &Activation) -> bool

Equality operator ==.

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=.

impl StructuralPartialEq for Activation