burn_core::nn::attention

Struct MultiHeadAttentionRecordItem

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pub struct MultiHeadAttentionRecordItem<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.

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§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§

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impl<'de, B: Backend, S: PrecisionSettings> Deserialize<'de> for MultiHeadAttentionRecordItem<B, S>
where <<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,

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl<B: Backend, S: PrecisionSettings> Serialize for MultiHeadAttentionRecordItem<B, S>
where <<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,

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

Serialize this value into the given Serde serializer. Read more

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const ALIGN: usize

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type Init = T

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

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