burn::nn::modules::attention

Struct MultiHeadAttentionRecordItem

pub struct MultiHeadAttentionRecordItem<B, S>
where
    B: Backend,
    S: PrecisionSettings,
{
    pub query: <<Linear<B> as Module<B>>::Record as Record<B>>::Item<S>,
    pub key: <<Linear<B> as Module<B>>::Record as Record<B>>::Item<S>,
    pub value: <<Linear<B> as Module<B>>::Record as Record<B>>::Item<S>,
    pub output: <<Linear<B> as Module<B>>::Record as Record<B>>::Item<S>,
    pub dropout: <<Dropout as Module<B>>::Record as Record<B>>::Item<S>,
    pub activation: <<Gelu as Module<B>>::Record as Record<B>>::Item<S>,
    pub d_model: <<usize as Module<B>>::Record as Record<B>>::Item<S>,
    pub n_heads: <<usize as Module<B>>::Record as Record<B>>::Item<S>,
    pub d_k: <<usize as Module<B>>::Record as Record<B>>::Item<S>,
    pub min_float: <<f64 as Module<B>>::Record as Record<B>>::Item<S>,
    pub quiet_softmax: <<bool as Module<B>>::Record as Record<B>>::Item<S>,
}
Expand description

The record item type for the module.

Fields§

§query: <<Linear<B> as Module<B>>::Record as Record<B>>::Item<S>

Field to be serialized.

§key: <<Linear<B> as Module<B>>::Record as Record<B>>::Item<S>

Field to be serialized.

§value: <<Linear<B> as Module<B>>::Record as Record<B>>::Item<S>

Field to be serialized.

§output: <<Linear<B> as Module<B>>::Record as Record<B>>::Item<S>

Field to be serialized.

§dropout: <<Dropout as Module<B>>::Record as Record<B>>::Item<S>

Field to be serialized.

§activation: <<Gelu as Module<B>>::Record as Record<B>>::Item<S>

Field to be serialized.

§d_model: <<usize as Module<B>>::Record as Record<B>>::Item<S>

Field to be serialized.

§n_heads: <<usize as Module<B>>::Record as Record<B>>::Item<S>

Field to be serialized.

§d_k: <<usize as Module<B>>::Record as Record<B>>::Item<S>

Field to be serialized.

§min_float: <<f64 as Module<B>>::Record as Record<B>>::Item<S>

Field to be serialized.

§quiet_softmax: <<bool as Module<B>>::Record as Record<B>>::Item<S>

Field to be serialized.

Trait Implementations§

§

impl<B, S> Clone for MultiHeadAttentionRecordItem<B, S>
where B: Backend, S: PrecisionSettings,

§

fn clone(&self) -> MultiHeadAttentionRecordItem<B, S>

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

Performs copy-assignment from source. Read more
§

impl<'de, B, S> Deserialize<'de> for MultiHeadAttentionRecordItem<B, S>
where B: Backend, S: PrecisionSettings, <<Linear<B> as Module<B>>::Record as Record<B>>::Item<S>: Serialize + DeserializeOwned, <<Dropout as Module<B>>::Record as Record<B>>::Item<S>: Serialize + DeserializeOwned, <<Gelu as Module<B>>::Record as Record<B>>::Item<S>: Serialize + DeserializeOwned, <<usize as Module<B>>::Record as Record<B>>::Item<S>: Serialize + DeserializeOwned, <<f64 as Module<B>>::Record as Record<B>>::Item<S>: Serialize + DeserializeOwned, <<bool as Module<B>>::Record as Record<B>>::Item<S>: Serialize + DeserializeOwned,

§

fn deserialize<__D>( __deserializer: __D, ) -> Result<MultiHeadAttentionRecordItem<B, S>, <__D as Deserializer<'de>>::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
§

impl<B, S> Serialize for MultiHeadAttentionRecordItem<B, S>
where B: Backend, S: PrecisionSettings, <<Linear<B> as Module<B>>::Record as Record<B>>::Item<S>: Serialize + DeserializeOwned, <<Dropout as Module<B>>::Record as Record<B>>::Item<S>: Serialize + DeserializeOwned, <<Gelu as Module<B>>::Record as Record<B>>::Item<S>: Serialize + DeserializeOwned, <<usize as Module<B>>::Record as Record<B>>::Item<S>: Serialize + DeserializeOwned, <<f64 as Module<B>>::Record as Record<B>>::Item<S>: Serialize + DeserializeOwned, <<bool as Module<B>>::Record as Record<B>>::Item<S>: Serialize + DeserializeOwned,

§

fn serialize<__S>( &self, __serializer: __S, ) -> Result<<__S as Serializer>::Ok, <__S as Serializer>::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

Blanket Implementations§

§

impl<T> Adaptor<()> for T

§

fn adapt(&self)

Adapt the type to be passed to a metric.
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
§

impl<T> Downcast<T> for T

§

fn downcast(&self) -> &T

Source§

impl<T> From<T> for T

Source§

fn from(t: T) -> T

Returns the argument unchanged.

Source§

impl<T, U> Into<U> 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
§

impl<T> Pointable for T

§

const ALIGN: usize

The alignment of pointer.
§

type Init = T

The type for initializers.
§

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
§

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
§

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
§

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
Source§

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

Source§

type Owned = T

The resulting type after obtaining ownership.
Source§

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
Source§

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
Source§

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

Source§

type Error = Infallible

The type returned in the event of a conversion error.
Source§

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

Performs the conversion.
Source§

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

Source§

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

The type returned in the event of a conversion error.
Source§

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

Performs the conversion.
§

impl<T> Upcast<T> for T

§

fn upcast(&self) -> Option<&T>

§

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

§

fn vzip(self) -> V

Source§

impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,

§

impl<T> WasmNotSend for T
where T: Send,

§

impl<T> WasmNotSendSync for T
where T: WasmNotSend + WasmNotSync,

§

impl<T> WasmNotSync for T
where T: Sync,