Struct rust_bert::prophetnet::ProphetNetConfig

source · [−]

pub struct ProphetNetConfig {Show 30 fields
    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>,
}

Expand description

ProphetNet model configuration

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

Fields

activation_function: Activationactivation_dropout: f64attention_dropout: f64decoder_ffn_dim: i64decoder_start_token_id: i64disable_ngram_loss: booldropout: f64encoder_ffn_dim: i64eps: f64hidden_size: i64init_std: f64is_encoder_decoder: boolmax_position_embeddings: i64bos_token_id: i64eos_token_id: i64ngram: i64id2label: Option<HashMap<i64, String>>label2id: Option<HashMap<String, i64>>num_buckets: i64num_decoder_attention_heads: i64num_decoder_layers: i64num_encoder_attention_heads: i64num_encoder_layers: i64output_past: Option<bool>pad_token_id: i64relative_max_distance: i64vocab_size: i64output_attentions: Option<bool>output_hidden_states: Option<bool>add_cross_attention: Option<bool>

Struct rust_bert::prophetnet::ProphetNetConfig

ProphetNet model configuration

Fields

Trait Implementations

impl Clone for ProphetNetConfig

fn clone(&self) -> ProphetNetConfig

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

impl Config for ProphetNetConfig

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

impl Debug for ProphetNetConfig

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

impl Default for ProphetNetConfig

fn default() -> Self

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

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

impl Serialize for ProphetNetConfig

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

Auto Trait Implementations

impl RefUnwindSafe for ProphetNetConfig

impl Send for ProphetNetConfig

impl Sync for ProphetNetConfig

impl Unpin for ProphetNetConfig

impl UnwindSafe for ProphetNetConfig

Blanket Implementations

impl<T> Any for T where T: 'static + ?Sized,

fn type_id(&self) -> TypeId

impl<T> Borrow<T> for T where T: ?Sized,

fn borrow(&self) -> &T

impl<T> BorrowMut<T> for T where T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

impl<T> From<T> for T

fn from(t: T) -> T

impl<T> Instrument for T

fn instrument(self, span: Span) -> Instrumented<Self>

fn in_current_span(self) -> Instrumented<Self>

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

fn into(self) -> U

impl<T> Pointable for T

const ALIGN: usize = mem::align_of::<T>()

type Init = T

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

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

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

unsafe fn drop(ptr: usize)

impl<T> Same<T> for T

type Output = T

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

type Owned = T

fn to_owned(&self) -> T

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

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

type Error = Infallible

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

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

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

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

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

fn vzip(self) -> V

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

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

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

impl<T> Any for T where
T: 'static + ?Sized,

impl<T> Borrow<T> for T where
T: ?Sized,

impl<T> BorrowMut<T> for T where
T: ?Sized,

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

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

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

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

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

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