Enum ActivationMode 

#[repr(i32)]
pub enum ActivationMode {
    KNone = 0,
    KSigmoid = 1,
    KRelu = 2,
    KRelu6 = 3,
    KReluX = 4,
    KTanh = 5,
    KBandPass = 6,
    KElu = 7,
    KLeakyRelu = 8,
    KGeluExact = 9,
}

Describes a kind of non-linearity (threshold-like mathematical function).

Variants

KNone = 0

KSigmoid = 1

KRelu = 2

Rectified linear activation: f(x) = x < 0 ? 0 : x

KRelu6 = 3

Rectified linear activation; where upper maximum is 6.0.

KReluX = 4

Rectified linear activation; where upper maximum specified by BatchDescriptor::value_max().

KTanh = 5

KBandPass = 6

Like ReluX; but passes all values in the range [-X,X].

KElu = 7

Exponential linear activation: f(x) = x < 0 ? e^x - 1 : x

KLeakyRelu = 8

Leaky Rectified linear activation: f(x) = x < 0 ? alpha * x : x

KGeluExact = 9

Gaussian Error linear unit activation: x * P(X <= x) = 0.5 * x * (1 + erf(x / sqrt(2))), where P(X) ~ N(0, 1).

Implementations

impl ActivationMode

pub fn is_valid(value: i32) -> bool

Returns true if value is a variant of ActivationMode.

pub fn from_i32(value: i32) -> Option<ActivationMode>

👎Deprecated: Use the TryFrom<i32> implementation instead

Converts an i32 to a ActivationMode, or None if value is not a valid variant.

impl ActivationMode

pub fn as_str_name(&self) -> &'static str

String value of the enum field names used in the ProtoBuf definition.

The values are not transformed in any way and thus are considered stable (if the ProtoBuf definition does not change) and safe for programmatic use.

pub fn from_str_name(value: &str) -> Option<Self>

Creates an enum from field names used in the ProtoBuf definition.

Trait Implementations

impl Clone for ActivationMode

fn clone(&self) -> ActivationMode

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ActivationMode

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

Formats the value using the given formatter.

impl Default for ActivationMode

fn default() -> ActivationMode

Returns the “default value” for a type.

impl From<ActivationMode> for i32

fn from(value: ActivationMode) -> i32

Converts to this type from the input type.

impl Hash for ActivationMode

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 Ord for ActivationMode

fn cmp(&self, other: &ActivationMode) -> 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 ActivationMode

fn eq(&self, other: &ActivationMode) -> 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 ActivationMode

fn partial_cmp(&self, other: &ActivationMode) -> 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 TryFrom<i32> for ActivationMode

type Error = UnknownEnumValue

The type returned in the event of a conversion error.

fn try_from(value: i32) -> Result<ActivationMode, UnknownEnumValue>

Performs the conversion.

impl Copy for ActivationMode

impl Eq for ActivationMode

impl StructuralPartialEq for ActivationMode