Struct syntaxdot_transformers::layers::Embedding

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pub struct Embedding(pub Tensor);

Expand description

Embedding lookup layer.

Tuple Fields

0: Tensor

Implementations

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impl Embedding

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pub fn new<'a>(
 vs: impl Borrow<PathExt<'a>>,
 name: &str,
 num_embeddings: i64,
 embedding_dim: i64,
 init: Init
) -> Result<Self, TransformerError>

Trait Implementations

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impl Debug for Embedding

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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 FallibleModule for Embedding

type Error = TransformerError

The error type.

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fn forward(&self, input: &Tensor) -> Result<Tensor, Self::Error>

Apply the module.

Auto Trait Implementations

impl RefUnwindSafe for Embedding

impl Send for Embedding

impl !Sync for Embedding

impl Unpin for Embedding

impl UnwindSafe for Embedding

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<M> FallibleModuleT for M where
M: FallibleModule,

type Error = <M as FallibleModule>::Error

The error type.

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fn forward_t(
 &self,
 input: &Tensor,
 _train: bool
) -> Result<Tensor, <M as FallibleModuleT>::Error>

Apply the module.

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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::Embedding

Tuple Fields

Implementations

impl Embedding

pub fn new<'a>( vs: impl Borrow<PathExt<'a>>, name: &str, num_embeddings: i64, embedding_dim: i64, init: Init) -> Result<Self, TransformerError>

Trait Implementations

impl Debug for Embedding

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

impl FallibleModule for Embedding

type Error = TransformerError

fn forward(&self, input: &Tensor) -> Result<Tensor, Self::Error>

Auto Trait Implementations

impl RefUnwindSafe for Embedding

impl Send for Embedding

impl !Sync for Embedding

impl Unpin for Embedding

impl UnwindSafe for Embedding

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<M> FallibleModuleT for M where M: FallibleModule,

type Error = <M as FallibleModule>::Error

fn forward_t( &self, input: &Tensor, _train: bool) -> Result<Tensor, <M as FallibleModuleT>::Error>

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

pub fn new<'a>(
vs: impl Borrow<PathExt<'a>>,
name: &str,
num_embeddings: i64,
embedding_dim: i64,
init: Init
) -> Result<Self, TransformerError>

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<M> FallibleModuleT for M where
M: FallibleModule,

fn forward_t(
&self,
input: &Tensor,
_train: bool
) -> Result<Tensor, <M as FallibleModuleT>::Error>

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>,