Struct syntaxdot_transformers::layers::Dropout

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pub struct Dropout { /* private fields */ }

Expand description

Dropout layer.

This layer zeros out random elements of a tensor with probability p. Dropout is a form of regularization and prevents co-adaptation of neurons.

Implementations

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impl Dropout

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pub fn new(p: f64) -> Self

Drop out elements with probability p.

Trait Implementations

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impl Debug for Dropout

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

Formats the value using the given formatter. Read more

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impl FallibleModuleT for Dropout

type Error = TransformerError

The error type.

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fn forward_t(&self, input: &Tensor, train: bool) -> Result<Tensor, Self::Error>

Apply the module.

Auto Trait Implementations

impl RefUnwindSafe for Dropout

impl Send for Dropout

impl Sync for Dropout

impl Unpin for Dropout

impl UnwindSafe for Dropout

Blanket Implementations

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

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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

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

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

fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into for T where
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.

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impl<T> Same<T> for T

type Output = T

Should always be Self

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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

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

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

Performs the conversion.

Struct syntaxdot_transformers::layers::Dropout

Implementations

impl Dropout

pub fn new(p: f64) -> Self

Trait Implementations

impl Debug for Dropout

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

impl FallibleModuleT for Dropout

type Error = TransformerError

fn forward_t(&self, input: &Tensor, train: bool) -> Result<Tensor, Self::Error>

Auto Trait Implementations

impl RefUnwindSafe for Dropout

impl Send for Dropout

impl Sync for Dropout

impl Unpin for Dropout

impl UnwindSafe for Dropout

Blanket Implementations

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

fn into(self) -> U

impl<T> Same<T> for T

type Output = T

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

type Error = Infallible

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

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

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

fn vzip(self) -> V

Struct syntaxdot_transformers::layers::Dropout

Implementations

impl Dropout

pub fn new(p: f64) -> Self

Trait Implementations

impl Debug for Dropout

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

impl FallibleModuleT for Dropout

type Error = TransformerError

fn forward_t(&self, input: &Tensor, train: bool) -> Result<Tensor, Self::Error>

Auto Trait Implementations

impl RefUnwindSafe for Dropout

impl Send for Dropout

impl Sync for Dropout

impl Unpin for Dropout

impl UnwindSafe for Dropout

Blanket Implementations

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

fn into(self) -> U

impl<T> Same<T> for T

type Output = T

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

type Error = Infallible

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

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

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

fn vzip(self) -> V

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>,