Enum ActivationType 

#[repr(i32)]
pub enum ActivationType {
    kRELU = 0,
    kSIGMOID = 1,
    kTANH = 2,
    kLEAKY_RELU = 3,
    kELU = 4,
    kSELU = 5,
    kSOFTSIGN = 6,
    kSOFTPLUS = 7,
    kCLIP = 8,
    kHARD_SIGMOID = 9,
    kSCALED_TANH = 10,
    kTHRESHOLDED_RELU = 11,
    kGELU_ERF = 12,
    kGELU_TANH = 13,
}

! ! \enum ActivationType ! ! \brief Enumerates the types of activation to perform in an activation layer. !

Variants

kRELU = 0

!< Rectified linear activation.

kSIGMOID = 1

!< Sigmoid activation.

kTANH = 2

!< TanH activation.

kLEAKY_RELU = 3

!< LeakyRelu activation: x>=0 ? x : alpha * x.

kELU = 4

!< Elu activation: x>=0 ? x : alpha * (exp(x) - 1).

kSELU = 5

!< Selu activation: x>0 ? beta * x : beta * (alpha*exp(x) - alpha)

kSOFTSIGN = 6

!< Softsign activation: x / (1+|x|)

kSOFTPLUS = 7

!< Parametric softplus activation: alphalog(exp(betax)+1)

kCLIP = 8

!< Clip activation: max(alpha, min(beta, x))

kHARD_SIGMOID = 9

!< Hard sigmoid activation: max(0, min(1, alpha*x+beta))

kSCALED_TANH = 10

!< Scaled tanh activation: alphatanh(betax)

kTHRESHOLDED_RELU = 11

!< Thresholded ReLU activation: x>alpha ? x : 0

kGELU_ERF = 12

!< GELU erf activation: 0.5 * x * (1 + erf(sqrt(0.5) * x))

kGELU_TANH = 13

!< GELU tanh activation: 0.5 * x * (1 + tanh(sqrt(2/pi) * (0.044715F * pow(x, 3) + x)))

Trait Implementations

impl Clone for ActivationType

fn clone(&self) -> ActivationType

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ActivationType

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

Formats the value using the given formatter.

impl From<ActivationType> for ActivationType

fn from(value: ActivationType) -> Self

Converts to this type from the input type.

impl Hash for ActivationType

fn hash<__H: Hasher>(&self, state: &mut __H)

Feeds this value into the given Hasher.

fn hash_slice<H>(data: &[Self], state: &mut H)

where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher.

impl Into<ActivationType> for ActivationType

fn into(self) -> ActivationType

Converts this type into the (usually inferred) input type.

impl Ord for ActivationType

fn cmp(&self, other: &ActivationType) -> Ordering

This method returns an Ordering between self and other.

fn max(self, other: Self) -> Self

where Self: Sized,

Compares and returns the maximum of two values.

fn min(self, other: Self) -> Self

where Self: Sized,

Compares and returns the minimum of two values.

fn clamp(self, min: Self, max: Self) -> Self

where Self: Sized,

Restrict a value to a certain interval.

impl PartialEq for ActivationType

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

Tests for self and other values to be equal, and is used by ==.

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

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl PartialOrd for ActivationType

fn partial_cmp(&self, other: &ActivationType) -> Option<Ordering>

This method returns an ordering between self and other values if one exists.

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

Tests less than (for self and other) and is used by the < operator.

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

Tests less than or equal to (for self and other) and is used by the <= operator.

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

Tests greater than (for self and other) and is used by the > operator.

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

Tests greater than or equal to (for self and other) and is used by the >= operator.

impl Copy for ActivationType

impl Eq for ActivationType

impl StructuralPartialEq for ActivationType