pub fn new<'a>(vs: impl Borrow<Path<'a>>, config: &BertConfig) -> 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.hidden_size,
            normal_init,
        );

        let position_embeddings = Embedding::new(
            vs / "position_embeddings",
            "embeddings",
            config.max_position_embeddings,
            config.hidden_size,
            normal_init,
        );

        let token_type_embeddings = Embedding::new(
            vs / "token_type_embeddings",
            "embeddings",
            config.type_vocab_size,
            config.hidden_size,
            normal_init,
        );

        let layer_norm = LayerNorm::new(
            vs / "layer_norm",
            vec![config.hidden_size],
            config.layer_norm_eps,
            true,
        );

        let dropout = Dropout::new(config.hidden_dropout_prob);

        BertEmbeddings {
            word_embeddings,
            position_embeddings,
            token_type_embeddings,
            layer_norm,
            dropout,
        }
    }
/// Construct new Bert embeddings with the given variable store
/// and Bert configuration.
Construct new Bert embeddings with the given variable store
and Bert configuration.
Construct new Bert embeddings with the given variable store and Bert configuration .
pub fn new<'a>(vs: impl Borrow<Path<'a>>, config: &BertConfig) -> 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.hidden_size,
            normal_init,
        );
        let position_embeddings = Embedding::new(
            vs / "position_embeddings",
            "embeddings",
            config.max_position_embeddings,
            config.hidden_size,
            normal_init,
        );
        let token_type_embeddings = Embedding::new(
            vs / "token_type_embeddings",
            "embeddings",
            config.type_vocab_size,
            config.hidden_size,
            normal_init,
        );
        let layer_norm = LayerNorm::new(
            vs / "layer_norm",
            vec![config.hidden_size],
            config.layer_norm_eps,
            true,
        );
        let dropout = Dropout::new(config.hidden_dropout_prob);
        BertEmbeddings {
            word_embeddings,
            position_embeddings,
            token_type_embeddings,
            layer_norm,
            dropout,
        }
    }
pub fn new < ' a > ( vs : impl Borrow < Path < ' a > > , config : & BertConfig ) -> 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 . hidden_size , normal_init , ) ; let position_embeddings = Embedding :: new ( vs / " " , " " , config . max_position_embeddings , config . hidden_size , normal_init , ) ; let token_type_embeddings = Embedding :: new ( vs / " " , " " , config . type_vocab_size , config . hidden_size , normal_init , ) ; let layer_norm = LayerNorm :: new ( vs / " " , vec ! [ config hidden_size ] , config . layer_norm_eps , true , ) ; let dropout = Dropout :: new ( config . hidden_dropout_prob ) ; BertEmbeddings { word_embeddings , position_embeddings , token_type_embeddings , layer_norm , dropout , } }
Construct new Bert embeddings with the given variable store
and Bert configuration.
Construct new Bert embeddings with the given variable store and Bert configuration .
vs
impl Borrow<Path<'a>>
config
&BertConfig
vs
impl Borrow<Path<'a>>
config
&BertConfig