Struct nncombinator::optimizer::SGD

source · [−]

pub struct SGD<U>where
    U: UnitValue<U>,{ /* private fields */ }

Expand description

SGD Implementation

Implementations

source

impl SGDwhere
U: UnitValue,

source

pub fn new(a: U) -> SGD

Create an instance of SGD

Arguments

a - Learning rate

source

pub fn with_lambda(a: U, lambda: U) -> SGD

Trait Implementations

source

impl Optimizer for SGDwhere
U: UnitValue,

source

fn update(&mut self, e: U, w: &mut U)

Update Weights Read more

Auto Trait Implementations

impl RefUnwindSafe for SGDwhere
U: RefUnwindSafe,

impl Send for SGD

impl Sync for SGD

impl Unpin for SGDwhere
U: Unpin,

impl UnwindSafe for SGDwhere
U: UnwindSafe,

Blanket Implementations

source

impl<T> Any for Twhere
T: 'static + ?Sized,

source

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

source

impl<T> Borrow<T> for Twhere
T: ?Sized,

const: unstable · source

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

source

impl<T> BorrowMut<T> for Twhere
T: ?Sized,

const: unstable · source

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

source

impl<T> From<T> for T

const: unstable · source

fn from(t: T) -> T

Returns the argument unchanged.

source

impl<T, U> Into for Twhere
U: From<T>,

const: unstable · source

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

impl<T> Pointable for T

const ALIGN: usize = mem::align_of::<T>()

The alignment of pointer.

type Init = T

The type for initializers.

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

source

impl<T, U> TryFrom for Twhere
U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

const: unstable · source

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

Performs the conversion.

source

impl<T, U> TryInto for Twhere
U: TryFrom<T>,

type Error = >::Error

The type returned in the event of a conversion error.

const: unstable · source

fn try_into(self) -> Result<U, >::Error>

Performs the conversion.

Struct nncombinator::optimizer::SGD

Implementations

impl<U> SGD<U>where
U: UnitValue<U>,

pub fn new(a: U) -> SGD<U>

Arguments

pub fn with_lambda(a: U, lambda: U) -> SGD<U>

Trait Implementations

impl<U> Optimizer<U> for SGD<U>where
U: UnitValue<U>,

fn update(&mut self, e: U, w: &mut U)

Auto Trait Implementations

impl<U> RefUnwindSafe for SGD<U>where
U: RefUnwindSafe,

impl<U> Send for SGD<U>

impl<U> Sync for SGD<U>

impl<U> Unpin for SGD<U>where
U: Unpin,

impl<U> UnwindSafe for SGD<U>where
U: UnwindSafe,

Blanket Implementations

impl<T> Any for Twhere
T: 'static + ?Sized,

fn type_id(&self) -> TypeId

impl<T> Borrow<T> for Twhere
T: ?Sized,

fn borrow(&self) -> &T

impl<T> BorrowMut<T> for Twhere
T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

impl<T> From<T> for T

fn from(t: T) -> T

impl<T, U> Into<U> for Twhere
U: From<T>,

fn into(self) -> U

impl<T> Pointable for T

const ALIGN: usize = mem::align_of::<T>()

type Init = T

unsafe fn init(init: <T as Pointable>::Init) -> usize

unsafe fn deref<'a>(ptr: usize) -> &'a T

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

unsafe fn drop(ptr: usize)

impl<T, U> TryFrom<U> for Twhere
U: Into<T>,

type Error = Infallible

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

impl<T, U> TryInto<U> for Twhere
U: TryFrom<T>,

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

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

Struct nncombinator::optimizer::SGD

Implementations

impl<U> SGD<U>where U: UnitValue<U>,

pub fn new(a: U) -> SGD<U>

Arguments

pub fn with_lambda(a: U, lambda: U) -> SGD<U>

Trait Implementations

impl<U> Optimizer<U> for SGD<U>where U: UnitValue<U>,

fn update(&mut self, e: U, w: &mut U)

Auto Trait Implementations

impl<U> RefUnwindSafe for SGD<U>where U: RefUnwindSafe,

impl<U> Send for SGD<U>

impl<U> Sync for SGD<U>

impl<U> Unpin for SGD<U>where U: Unpin,

impl<U> UnwindSafe for SGD<U>where U: UnwindSafe,

Blanket Implementations

impl<T> Any for Twhere T: 'static + ?Sized,

fn type_id(&self) -> TypeId

impl<T> Borrow<T> for Twhere T: ?Sized,

fn borrow(&self) -> &T

impl<T> BorrowMut<T> for Twhere T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

impl<T> From<T> for T

fn from(t: T) -> T

impl<T, U> Into<U> for Twhere U: From<T>,

fn into(self) -> U

impl<T> Pointable for T

const ALIGN: usize = mem::align_of::<T>()

type Init = T

unsafe fn init(init: <T as Pointable>::Init) -> usize

unsafe fn deref<'a>(ptr: usize) -> &'a T

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

unsafe fn drop(ptr: usize)

impl<T, U> TryFrom<U> for Twhere U: Into<T>,

type Error = Infallible

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

impl<T, U> TryInto<U> for Twhere U: TryFrom<T>,

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

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

impl<U> SGD<U>where
U: UnitValue<U>,

impl<U> Optimizer<U> for SGD<U>where
U: UnitValue<U>,

impl<U> RefUnwindSafe for SGD<U>where
U: RefUnwindSafe,

impl<U> Unpin for SGD<U>where
U: Unpin,

impl<U> UnwindSafe for SGD<U>where
U: UnwindSafe,

impl<T> Any for Twhere
T: 'static + ?Sized,

impl<T> Borrow<T> for Twhere
T: ?Sized,

impl<T> BorrowMut<T> for Twhere
T: ?Sized,

impl<T, U> Into<U> for Twhere
U: From<T>,

impl<T, U> TryFrom<U> for Twhere
U: Into<T>,

impl<T, U> TryInto<U> for Twhere
U: TryFrom<T>,