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TransformerDecoderLayerRecord

burn::nn::modules::transformer

Struct TransformerDecoderLayerRecord

pub struct TransformerDecoderLayerRecord<B>where
    B: Backend,{
    pub cross_attn: <MultiHeadAttention<B> as Module<B>>::Record,
    pub self_attn: <MultiHeadAttention<B> as Module<B>>::Record,
    pub pwff: <PositionWiseFeedForward<B> as Module<B>>::Record,
    pub norm_1: <LayerNorm<B> as Module<B>>::Record,
    pub norm_2: <LayerNorm<B> as Module<B>>::Record,
    pub norm_3: <LayerNorm<B> as Module<B>>::Record,
    pub dropout: EmptyRecord,
    pub norm_first: EmptyRecord,
}

Expand description

The record type for the module.

Fields§

§cross_attn: <MultiHeadAttention<B> as Module<B>>::Record

The module record associative type.

§self_attn: <MultiHeadAttention<B> as Module<B>>::Record

The module record associative type.

§pwff: <PositionWiseFeedForward<B> as Module<B>>::Record

The module record associative type.

§norm_1: <LayerNorm<B> as Module<B>>::Record

The module record associative type.

§norm_2: <LayerNorm<B> as Module<B>>::Record

The module record associative type.

§norm_3: <LayerNorm<B> as Module<B>>::Record

The module record associative type.

§dropout: EmptyRecord§norm_first: EmptyRecord

Trait Implementations§

impl<B> Record<B> for TransformerDecoderLayerRecord<B>
where B: Backend,

type Item<S: PrecisionSettings> = TransformerDecoderLayerRecordItem<B, S>

Type of the item that can be serialized and deserialized.

fn into_item<S>( self, ) -> <TransformerDecoderLayerRecord<B> as Record<B>>::Item<S>
where S: PrecisionSettings,

Convert the current record into the corresponding item that follows the given settings.

fn from_item<S>( item: <TransformerDecoderLayerRecord<B> as Record<B>>::Item<S>, device: &<B as BackendTypes>::Device, ) -> TransformerDecoderLayerRecord<B>
where S: PrecisionSettings,

Convert the given item into a record.

Auto Trait Implementations§

impl<B> !Freeze for TransformerDecoderLayerRecord<B>

impl<B> !RefUnwindSafe for TransformerDecoderLayerRecord<B>

impl<B> Send for TransformerDecoderLayerRecord<B>

impl<B> Sync for TransformerDecoderLayerRecord<B>

impl<B> Unpin for TransformerDecoderLayerRecord<B>
where <B as BackendTypes>::FloatTensorPrimitive: Unpin, <B as BackendTypes>::QuantizedTensorPrimitive: Unpin, <B as BackendTypes>::Device: Unpin,

impl<B> UnsafeUnpin for TransformerDecoderLayerRecord<B>
where <B as BackendTypes>::Device: UnsafeUnpin, <B as BackendTypes>::FloatTensorPrimitive: UnsafeUnpin, <B as BackendTypes>::QuantizedTensorPrimitive: UnsafeUnpin,

impl<B> !UnwindSafe for TransformerDecoderLayerRecord<B>

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

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

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

type Error = Infallible

The type returned in the event of a conversion error.

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

Performs the conversion.

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

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

The type returned in the event of a conversion error.

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

Performs the conversion.