Struct rust_bert::prophetnet::ProphetNetConfig

pub struct ProphetNetConfig {

    pub activation_function: Activation,
    pub activation_dropout: f64,
    pub attention_dropout: f64,
    pub decoder_ffn_dim: i64,
    pub decoder_start_token_id: i64,
    pub disable_ngram_loss: bool,
    pub dropout: f64,
    pub encoder_ffn_dim: i64,
    pub eps: f64,
    pub hidden_size: i64,
    pub init_std: f64,
    pub is_encoder_decoder: bool,
    pub max_position_embeddings: i64,
    pub bos_token_id: i64,
    pub eos_token_id: i64,
    pub ngram: i64,
    pub id2label: Option<HashMap<i64, String>>,
    pub label2id: Option<HashMap<String, i64>>,
    pub num_buckets: i64,
    pub num_decoder_attention_heads: i64,
    pub num_decoder_layers: i64,
    pub num_encoder_attention_heads: i64,
    pub num_encoder_layers: i64,
    pub output_past: Option<bool>,
    pub pad_token_id: i64,
    pub relative_max_distance: i64,
    pub vocab_size: i64,
    pub output_attentions: Option<bool>,
    pub output_hidden_states: Option<bool>,
    pub add_cross_attention: Option<bool>,
}

ProphetNet model configuration

Defines the ProphetNet model architecture (e.g. number of layers, hidden layer size, label mapping…)

Fields

activation_function: Activation

activation_dropout: f64

attention_dropout: f64

decoder_ffn_dim: i64

decoder_start_token_id: i64

disable_ngram_loss: bool

dropout: f64

encoder_ffn_dim: i64

eps: f64

hidden_size: i64

init_std: f64

is_encoder_decoder: bool

max_position_embeddings: i64

bos_token_id: i64

eos_token_id: i64

ngram: i64

id2label: Option<HashMap<i64, String>>

label2id: Option<HashMap<String, i64>>

num_buckets: i64

num_decoder_attention_heads: i64

num_decoder_layers: i64

num_encoder_attention_heads: i64

num_encoder_layers: i64

output_past: Option<bool>

pad_token_id: i64

relative_max_distance: i64

vocab_size: i64

output_attentions: Option<bool>

output_hidden_states: Option<bool>

add_cross_attention: Option<bool>

Trait Implementations

impl Clone for ProphetNetConfig

fn clone(&self) -> ProphetNetConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Config for ProphetNetConfig

fn from_file<P: AsRef<Path>>(path: P) -> Self

Loads a Config object from a JSON file. The format is expected to be aligned with the Transformers library configuration files for each model. The parsing will fail if non-optional keys expected by the model are missing.

impl Debug for ProphetNetConfig

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for ProphetNetConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for ProphetNetConfig

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

Deserialize this value from the given Serde deserializer.

impl Serialize for ProphetNetConfig

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

Serialize this value into the given Serde serializer.