/// Create piece embeddings with sinusoidal position embeddings.
///
/// If a `p_norm` is specified position embeddings are normalized
/// using this norm.
Create piece embeddings with sinusoidal position embeddings.
If a `p_norm` is specified position embeddings are normalized
using this norm.
Create piece embeddings with sinusoidal position embeddings . If a ` p_norm ` is specified position embeddings are normalized using this norm .
pub fn new<'a>(
        vs: impl Borrow<Path<'a>>,
        config: &impl WordEmbeddingsConfig,
        p_norm: Option<f64>,
    ) -> Self {
        let vs = vs.borrow();
        let normal_init = Init::Randn {
            mean: 0.,
            stdev: config.initializer_range(),
        };
        let word_embeddings = Embedding::new(
            vs / "word_embeddings",
            "embeddings",
            config.vocab_size(),
            config.dims(),
            normal_init,
        );
        let layer_norm = LayerNorm::new(
            vs / "layer_norm",
            vec![config.dims()],
            config.layer_norm_eps(),
            true,
        );
        let dropout = Dropout::new(config.dropout());
        SinusoidalEmbeddings {
            dropout,
            layer_norm,
            p_norm,
            word_embeddings,
        }
    }
pub fn new < ' a > ( vs : impl Borrow < Path < ' a > > , config : & impl WordEmbeddingsConfig , p_norm : Option < f64 > , ) -> Self { let vs = vs . borrow ( ) ; let normal_init = Init :: Randn { mean : 0. , stdev : config . initializer_range ( ) , } ; let word_embeddings = Embedding :: new ( vs / " " , " " , config . vocab_size ( ) , config . dims ( ) , normal_init , ) ; let layer_norm = LayerNorm :: new ( vs / " " , vec ! [ config dims ( ) ] , config . layer_norm_eps ( ) , true , ) ; let dropout = Dropout :: new ( config . dropout ( ) ) ; SinusoidalEmbeddings { dropout , layer_norm , p_norm , word_embeddings , } }
Create piece embeddings with sinusoidal position embeddings.
Create piece embeddings with sinusoidal position embeddings .
vs
impl Borrow<Path<'a>>
config
&impl WordEmbeddingsConfig
p_norm
Option<f64>