Struct rust_bert::models::bert::BertConfig

source ·

pub struct BertConfig {Show 16 fields
    pub hidden_act: Activation,
    pub attention_probs_dropout_prob: f64,
    pub hidden_dropout_prob: f64,
    pub hidden_size: i64,
    pub initializer_range: f32,
    pub intermediate_size: i64,
    pub max_position_embeddings: i64,
    pub num_attention_heads: i64,
    pub num_hidden_layers: i64,
    pub type_vocab_size: i64,
    pub vocab_size: i64,
    pub output_attentions: Option<bool>,
    pub output_hidden_states: Option<bool>,
    pub is_decoder: Option<bool>,
    pub id2label: Option<HashMap<i64, String>>,
    pub label2id: Option<HashMap<String, i64>>,
}

Expand description

BERT model configuration

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

Fields§

§hidden_act: Activation§attention_probs_dropout_prob: f64§hidden_dropout_prob: f64§hidden_size: i64§initializer_range: f32§intermediate_size: i64§max_position_embeddings: i64§num_attention_heads: i64§num_hidden_layers: i64§type_vocab_size: i64§vocab_size: i64§output_attentions: Option<bool>§output_hidden_states: Option<bool>§is_decoder: Option<bool>§id2label: Option<HashMap<i64, String>>§label2id: Option<HashMap<String, i64>>

Struct rust_bert::models::bert::BertConfig

BERT model configuration

Fields§

Trait Implementations§

impl Clone for BertConfig

fn clone(&self) -> BertConfig

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

impl Config for BertConfig

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

impl Debug for BertConfig

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

impl Default for BertConfig

fn default() -> Self

impl<'de> Deserialize<'de> for BertConfig

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

impl Serialize for BertConfig

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

impl TryFrom<&ConfigOption> for BertConfig

type Error = RustBertError

fn try_from(config: &ConfigOption) -> Result<Self, Self::Error>

Auto Trait Implementations§

impl RefUnwindSafe for BertConfig

impl Send for BertConfig

impl Sync for BertConfig

impl Unpin for BertConfig

impl UnwindSafe for BertConfig

Blanket Implementations§

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

impl<T> BorrowMut<T> for Twhere 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 Twhere 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 Twhere T: Clone,

type Owned = T

fn to_owned(&self) -> T

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

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

type Error = Infallible

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

impl<T, U> TryInto<U> for Twhere 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 Twhere V: MultiLane<T>,

fn vzip(self) -> V

impl<T> WithSubscriber for T

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>where S: Into<Dispatch>,

fn with_current_subscriber(self) -> WithDispatch<Self>

impl<T> DeserializeOwned for Twhere 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,