Enum tensorflow_proto::stream_executor::dnn::ActivationMode

#[repr(i32)]pub enum ActivationMode {
    KNone,
    KSigmoid,
    KRelu,
    KRelu6,
    KReluX,
    KTanh,
    KBandPass,
}

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

Variants

KNone

KSigmoid

KRelu

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

KRelu6

Rectified linear activation; where upper maximum is 6.0.

KReluX

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

KTanh

KBandPass

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

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>

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

Trait Implementations

impl Clone for ActivationMode

pub fn clone(&self) -> ActivationMode

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Copy for ActivationMode

impl Debug for ActivationMode

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

Formats the value using the given formatter.

impl Default for ActivationMode

pub fn default() -> ActivationMode

Returns the "default value" for a type.

impl Eq for ActivationMode

impl Hash for ActivationMode

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

Feeds this value into the given Hasher.

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

Feeds a slice of this type into the given Hasher.

impl Ord for ActivationMode

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

This method returns an Ordering between self and other.

#[must_use]pub fn max(self, other: Self) -> Self

Compares and returns the maximum of two values.

#[must_use]pub fn min(self, other: Self) -> Self

Compares and returns the minimum of two values.

#[must_use]pub fn clamp(self, min: Self, max: Self) -> Self

Restrict a value to a certain interval.

impl PartialEq<ActivationMode> for ActivationMode

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

This method tests for self and other values to be equal, and is used by ==.

#[must_use]pub fn ne(&self, other: &Rhs) -> bool

This method tests for !=.

impl PartialOrd<ActivationMode> for ActivationMode

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

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

#[must_use]pub fn lt(&self, other: &Rhs) -> bool

This method tests less than (for self and other) and is used by the < operator.

#[must_use]pub fn le(&self, other: &Rhs) -> bool

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

#[must_use]pub fn gt(&self, other: &Rhs) -> bool

This method tests greater than (for self and other) and is used by the > operator.

#[must_use]pub fn ge(&self, other: &Rhs) -> bool

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

impl StructuralEq for ActivationMode

impl StructuralPartialEq for ActivationMode