[−][src]Enum neuro::initializers::Initializer

pub enum Initializer {
    Constant(PrimitiveType),
    GlorotNormal,
    GlorotUniform,
    HeNormal,
    HeUniform,
    LecunNormal,
    LecunUniform,
    Normal,
    NormalScaled(PrimitiveType, PrimitiveType),
    Ones,
    Uniform,
    UniformBounded(PrimitiveType, PrimitiveType),
    Zeros,
}

Used to generate the initial values for the parameters of the model.

Variants

Constant(PrimitiveType)

Given constant value.

GlorotNormal

Normal distribution scaled using Glorot scale factor.

GlorotUniform

Uniform distribution scaled using Glorot scale factor.

HeNormal

Normal distribution scaled using He scale factor.

HeUniform

Uniform distribution scaled using He scale factor.

LecunNormal

Normal distribution scaled using Lecun scale factor.

LecunUniform

Uniform distribution scaled using Lecun scale factor.

Normal

Normal distribution with mean 0 and standard deviation 0.01.

NormalScaled(PrimitiveType, PrimitiveType)

Normal distribution with given mean and standard deviation.

Ones

Ones.

Uniform

Uniform distribution within -0.01 and 0.01.

UniformBounded(PrimitiveType, PrimitiveType)

Uniform distribution within the given bounds.

Zeros

Zeros.

Trait Implementations

`impl Clone for Initializer`[src]

`fn clone(&self) -> Initializer`[src]

`fn clone_from(&mut self, source: &Self)`1.0.0[src]

`impl Copy for Initializer`[src]

`impl Debug for Initializer`[src]

`fn fmt(&self, f: &mut Formatter) -> Result`[src]

Auto Trait Implementations

`impl RefUnwindSafe for Initializer`

`impl Send for Initializer`

`impl Sync for Initializer`

`impl Unpin for Initializer`

`impl UnwindSafe for Initializer`

Blanket Implementations

`impl<T> Any for T where T: 'static + ?Sized,` [src]

`fn type_id(&self) -> TypeId`[src]

`impl<T> Borrow<T> for T where T: ?Sized,` [src]

`fn borrow(&self) -> &T`[src]

`impl<T> BorrowMut<T> for T where T: ?Sized,` [src]

`fn borrow_mut(&mut self) -> &mut T`[src]

`impl<T> From<T> for T`[src]

`fn from(t: T) -> T`[src]

`impl<T, U> Into for T where U: From<T>,` [src]

`fn into(self) -> U`[src]

`impl<T> SetParameter for T`

`fn set<T>(&mut self, value: T) -> <T as Parameter<Self>>::Result where T: Parameter<Self>,`

`impl<T> ToOwned for T where T: Clone,` [src]

`type Owned = T`

The resulting type after obtaining ownership.

`fn to_owned(&self) -> T`[src]

`fn clone_into(&self, target: &mut T)`[src]

`impl<T, U> TryFrom for T where U: Into<T>,` [src]

`type Error = Infallible`

The type returned in the event of a conversion error.

`fn try_from(value: U) -> Result<T, <T as TryFrom>::Error>`[src]

`impl<T, U> TryInto for T where U: TryFrom<T>,` [src]

`type Error = >::Error`

The type returned in the event of a conversion error.

[−][src]Enum neuro::initializers::Initializer

Variants

Trait Implementations

`impl Clone for Initializer`[src]

`fn clone(&self) -> Initializer`[src]

`fn clone_from(&mut self, source: &Self)`1.0.0[src]

`impl Copy for Initializer`[src]

`impl Debug for Initializer`[src]

`fn fmt(&self, f: &mut Formatter) -> Result`[src]

Auto Trait Implementations

`impl RefUnwindSafe for Initializer`

`impl Send for Initializer`

`impl Sync for Initializer`

`impl Unpin for Initializer`

`impl UnwindSafe for Initializer`

Blanket Implementations

`impl<T> Any for T where T: 'static + ?Sized,` [src]

`fn type_id(&self) -> TypeId`[src]

`impl<T> Borrow<T> for T where T: ?Sized,` [src]

`fn borrow(&self) -> &T`[src]

`impl<T> BorrowMut<T> for T where T: ?Sized,` [src]

`fn borrow_mut(&mut self) -> &mut T`[src]

`impl<T> From<T> for T`[src]

`fn from(t: T) -> T`[src]

`impl<T, U> Into<U> for T where U: From<T>,` [src]

`fn into(self) -> U`[src]

`impl<T> SetParameter for T`

`fn set<T>(&mut self, value: T) -> <T as Parameter<Self>>::Result where T: Parameter<Self>,`

`impl<T> ToOwned for T where T: Clone,` [src]

`type Owned = T`

`fn to_owned(&self) -> T`[src]

`fn clone_into(&self, target: &mut T)`[src]

`impl<T, U> TryFrom<U> for T where U: Into<T>,` [src]

`type Error = Infallible`

`fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>`[src]

`impl<T, U> TryInto<U> for T where U: TryFrom<T>,` [src]

`type Error = <U as TryFrom<T>>::Error`

`fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>`[src]

`impl<V, T> VZip<V> for T where V: MultiLane<T>,`

`fn vzip(self) -> V`

[−][src]Enum neuro::initializers::Initializer

Variants

Trait Implementations

impl Clone for Initializer[src]

fn clone(&self) -> Initializer[src]

fn clone_from(&mut self, source: &Self)1.0.0[src]

impl Copy for Initializer[src]

impl Debug for Initializer[src]

fn fmt(&self, f: &mut Formatter) -> Result[src]

Auto Trait Implementations

impl RefUnwindSafe for Initializer

impl Send for Initializer

impl Sync for Initializer

impl Unpin for Initializer

impl UnwindSafe for Initializer

Blanket Implementations

impl<T> Any for T where T: 'static + ?Sized, [src]

fn type_id(&self) -> TypeId[src]

impl<T> Borrow<T> for T where T: ?Sized, [src]

fn borrow(&self) -> &T[src]

impl<T> BorrowMut<T> for T where T: ?Sized, [src]

fn borrow_mut(&mut self) -> &mut T[src]

impl<T> From<T> for T[src]

fn from(t: T) -> T[src]

impl<T, U> Into<U> for T where U: From<T>, [src]

fn into(self) -> U[src]

impl<T> SetParameter for T

fn set<T>(&mut self, value: T) -> <T as Parameter<Self>>::Result where T: Parameter<Self>,

impl<T> ToOwned for T where T: Clone, [src]

type Owned = T

fn to_owned(&self) -> T[src]

fn clone_into(&self, target: &mut T)[src]

impl<T, U> TryFrom<U> for T where U: Into<T>, [src]

type Error = Infallible

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>[src]

impl<T, U> TryInto<U> for T where U: TryFrom<T>, [src]

type Error = <U as TryFrom<T>>::Error

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>[src]

impl<V, T> VZip<V> for T where V: MultiLane<T>,

fn vzip(self) -> V

`impl Clone for Initializer`[src]

`fn clone(&self) -> Initializer`[src]

`fn clone_from(&mut self, source: &Self)`1.0.0[src]

`impl Copy for Initializer`[src]

`impl Debug for Initializer`[src]

`fn fmt(&self, f: &mut Formatter) -> Result`[src]

`impl RefUnwindSafe for Initializer`

`impl Send for Initializer`

`impl Sync for Initializer`

`impl Unpin for Initializer`

`impl UnwindSafe for Initializer`

`impl<T> Any for T where T: 'static + ?Sized,` [src]

`fn type_id(&self) -> TypeId`[src]

`impl<T> Borrow<T> for T where T: ?Sized,` [src]

`fn borrow(&self) -> &T`[src]

`impl<T> BorrowMut<T> for T where T: ?Sized,` [src]

`fn borrow_mut(&mut self) -> &mut T`[src]

`impl<T> From<T> for T`[src]

`fn from(t: T) -> T`[src]

`impl<T, U> Into<U> for T where U: From<T>,` [src]

`fn into(self) -> U`[src]

`impl<T> SetParameter for T`

`fn set<T>(&mut self, value: T) -> <T as Parameter<Self>>::Result where T: Parameter<Self>,`

`impl<T> ToOwned for T where T: Clone,` [src]

`type Owned = T`

`fn to_owned(&self) -> T`[src]

`fn clone_into(&self, target: &mut T)`[src]

`impl<T, U> TryFrom<U> for T where U: Into<T>,` [src]

`type Error = Infallible`

`fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>`[src]

`impl<T, U> TryInto<U> for T where U: TryFrom<T>,` [src]

`type Error = <U as TryFrom<T>>::Error`

`fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>`[src]

`impl<V, T> VZip<V> for T where V: MultiLane<T>,`

`fn vzip(self) -> V`