hodu::nn

Struct Adam

pub struct Adam { /* private fields */ }

Implementations§

Source §

impl Adam

Source

pub fn new( learning_rate: impl Into<Scalar>, beta1: impl Into<Scalar>, beta2: impl Into<Scalar>, epsilon: impl Into<Scalar>, ) -> Adam

Source

pub fn step(&mut self, parameters: &mut [&mut Tensor]) -> Result<(), HoduError>

Source

pub fn set_learning_rate(&mut self, learning_rate: impl Into<Scalar>)

Trait Implementations§

Source §

impl Clone for Adam

Source §

fn clone(&self) -> Adam

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more

Source §

impl Optimizer for Adam

Source §

fn step(&mut self, parameters: &mut [&mut Tensor]) -> Result<(), HoduError>

Source §

fn zero_grad(&mut self, parameters: &mut [&mut Tensor]) -> Result<(), HoduError>

Source §

fn set_learning_rate(&mut self, learning_rate: impl Into<Scalar>)

Auto Trait Implementations§

§

impl UnwindSafe for Adam

Blanket Implementations§

Source §

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

Source §

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

Source §

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

Source §

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

Source §

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

Source §

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

Mutably borrows from an owned value. Read more

Source §

impl<T> CloneToUninit for T
where T: Clone,

Source §

unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

Source §

impl<T> From<T> for T

Source §

fn from(t: T) -> T

Returns the argument unchanged.

Source §

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

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.

Source §

impl<T> IntoEither for T

Source §

fn into_either(self, into_left: bool) -> Either<Self, Self> ⓘ

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self> ⓘ
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §