Struct auto_diff::op::element::Cos

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pub struct Cos { /* private fields */ }

Implementations

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impl Cos

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pub fn new() -> Cos

Trait Implementations

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impl OpTrait for Cos

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fn get_name(&self) -> String

A conventional name for the op

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fn get_input_size(&self) -> usize

The number of input needs by this op.

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fn get_output_size(&self) -> usize

The number of output produced by this op.

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fn apply(&self, input: &[Tensor ], output: &[Tensor ])

Forward pass

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fn grad(&self, input: &[Tensor ], output_grad: &[Tensor ], input_grad: &[Tensor ])

Given the forward input value and backward output_grad, Update weight gradient. return backward input gradeint. Read more

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fn get_values(&self) -> Vec<Tensor>

access weight values

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fn get_grads(&self) -> Vec<Tensor>

access gradient values

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fn set_values(&self, _v: &[Tensor ])

Auto Trait Implementations

impl !RefUnwindSafe for Cos

impl !Send for Cos

impl !Sync for Cos

impl Unpin for Cos

impl !UnwindSafe for Cos

Blanket Implementations

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

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pub fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

const: unstable · source

pub fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

const: unstable · source

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

Mutably borrows from an owned value. Read more

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impl<T> From<T> for T

const: unstable · source

pub fn from(t: T) -> T

Performs the conversion.

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

const: unstable · source

pub fn into(self) -> U

Performs the conversion.

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

type Error = Infallible

The type returned in the event of a conversion error.

const: unstable · source

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

Performs the conversion.

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

type Error = >::Error

The type returned in the event of a conversion error.

const: unstable · source

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

Performs the conversion.

Struct auto_diff::op::element::Cos

Implementations

impl Cos

pub fn new() -> Cos

Trait Implementations

impl OpTrait for Cos

fn get_name(&self) -> String

fn get_input_size(&self) -> usize

fn get_output_size(&self) -> usize

fn apply(&self, input: &[Tensor ], output: &[Tensor ])

fn grad(&self, input: &[Tensor ], output_grad: &[Tensor ], input_grad: &[Tensor ])

fn get_values(&self) -> Vec<Tensor>

fn get_grads(&self) -> Vec<Tensor>

fn set_values(&self, _v: &[Tensor ])

Auto Trait Implementations

impl !RefUnwindSafe for Cos

impl !Send for Cos

impl !Sync for Cos

impl Unpin for Cos

impl !UnwindSafe for Cos

Blanket Implementations

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

pub fn type_id(&self) -> TypeId

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

pub fn borrow(&self) -> &T

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

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

impl<T> From<T> for T

pub fn from(t: T) -> T

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

pub fn into(self) -> U

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

type Error = Infallible

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

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

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

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

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

pub fn vzip(self) -> V

Struct auto_diff::op::element::Cos

Implementations

impl Cos

pub fn new() -> Cos

Trait Implementations

impl OpTrait for Cos

fn get_name(&self) -> String

fn get_input_size(&self) -> usize

fn get_output_size(&self) -> usize

fn apply(&self, input: &[Tensor], output: &[Tensor])

fn grad(&self, input: &[Tensor], output_grad: &[Tensor], input_grad: &[Tensor])

fn get_values(&self) -> Vec<Tensor>

fn get_grads(&self) -> Vec<Tensor>

fn set_values(&self, _v: &[Tensor])

Auto Trait Implementations

impl !RefUnwindSafe for Cos

impl !Send for Cos

impl !Sync for Cos

impl Unpin for Cos

impl !UnwindSafe for Cos

Blanket Implementations

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

pub fn type_id(&self) -> TypeId

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

pub fn borrow(&self) -> &T

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

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

impl<T> From<T> for T

pub fn from(t: T) -> T

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

pub fn into(self) -> U

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

type Error = Infallible

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

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

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

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

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

pub fn vzip(self) -> V

fn apply(&self, input: &[Tensor ], output: &[Tensor ])

fn grad(&self, input: &[Tensor ], output_grad: &[Tensor ], input_grad: &[Tensor ])

fn set_values(&self, _v: &[Tensor ])

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

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

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

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

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

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

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