[−][src]Struct rust_bert::xlnet::XLNetConfig

pub struct XLNetConfig {
    pub vocab_size: i64,
    pub d_model: i64,
    pub n_layer: i64,
    pub d_head: i64,
    pub n_head: i64,
    pub d_inner: i64,
    pub ff_activation: Activation,
    pub untie_r: bool,
    pub attn_type: AttentionType,
    pub initializer_range: f32,
    pub layer_norm_eps: Option<f64>,
    pub dropout: f64,
    pub mem_len: Option<i64>,
    pub reuse_len: Option<i64>,
    pub clamp_len: Option<i64>,
    pub bi_data: bool,
    pub same_length: bool,
    pub summary_type: Option<SummaryType>,
    pub summary_use_proj: Option<bool>,
    pub summary_activation: Option<Activation>,
    pub summary_proj_to_labels: Option<bool>,
    pub summary_first_dropout: Option<f64>,
    pub summary_last_dropout: Option<f64>,
    pub start_n_top: Option<i64>,
    pub end_n_top: Option<i64>,
    pub use_cache: Option<bool>,
    pub bos_token_id: i64,
    pub eos_token_id: i64,
    pub pad_token_id: i64,
    pub id2label: Option<HashMap<i64, String>>,
    pub label2id: Option<HashMap<String, i64>>,
    pub output_attentions: Option<bool>,
    pub output_hidden_states: Option<bool>,
    pub chunk_size_feed_forward: Option<i64>,
}

XLNet model configuration

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

Fields

vocab_size: i64d_model: i64n_layer: i64d_head: i64n_head: i64d_inner: i64ff_activation: Activationuntie_r: boolattn_type: AttentionTypeinitializer_range: f32layer_norm_eps: Option<f64>dropout: f64mem_len: Option<i64>reuse_len: Option<i64>clamp_len: Option<i64>bi_data: boolsame_length: boolsummary_type: Option<SummaryType>summary_use_proj: Option<bool>summary_activation: Option<Activation>summary_proj_to_labels: Option<bool>summary_first_dropout: Option<f64>summary_last_dropout: Option<f64>start_n_top: Option<i64>end_n_top: Option<i64>use_cache: Option<bool>bos_token_id: i64eos_token_id: i64pad_token_id: i64id2label: Option<HashMap<i64, String>>label2id: Option<HashMap<String, i64>>output_attentions: Option<bool>output_hidden_states: Option<bool>chunk_size_feed_forward: Option<i64>

Trait Implementations

`impl Clone for XLNetConfig`[src]

`pub fn clone(&self) -> XLNetConfig`[src]

`pub fn clone_from(&mut self, source: &Self)`1.0.0[src]

`impl Config<XLNetConfig> for XLNetConfig`[src]

`pub fn from_file<P: AsRef<Path>>(path: P) -> T`[src]

`impl Debug for XLNetConfig`[src]

`pub fn fmt(&self, f: &mut Formatter<'_>) -> Result`[src]

`impl<'de> Deserialize<'de> for XLNetConfig`[src]

`pub fn deserialize<D>(deserializer: D) -> Result<Self, D::Error> where __D: Deserializer<'de>,` [src]

`impl Serialize for XLNetConfig`[src]

`pub fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error> where S: Serializer,` [src]

Auto Trait Implementations

`impl RefUnwindSafe for XLNetConfig`[src]

`impl Send for XLNetConfig`[src]

`impl Sync for XLNetConfig`[src]

`impl Unpin for XLNetConfig`[src]

`impl UnwindSafe for XLNetConfig`[src]

Blanket Implementations

`impl<T> Any for T where T: 'static + ?Sized,` [src]

`pub fn type_id(&self) -> TypeId`[src]

`impl<T> Borrow<T> for T where T: ?Sized,` [src]

`pub fn borrow(&self) -> &T`[src]

`impl<T> BorrowMut<T> for T where T: ?Sized,` [src]

`pub fn borrow_mut(&mut self) -> &mut T`[src]

`impl<T> DeserializeOwned for T where T: for<'de> Deserialize<'de>,` [src]

`impl<T> From<T> for T`[src]

`pub fn from(t: T) -> T`[src]

`impl<T, U> Into for T where U: From<T>,` [src]

`pub fn into(self) -> U`[src]

`impl<T> Pointable for T`

`pub const ALIGN: usize`

`type Init = T`

The type for initializers.

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

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

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

`pub unsafe fn drop(ptr: usize)`

`impl<T> Same<T> for T`

`type Output = T`

Should always be Self

`impl<T> ToOwned for T where T: Clone,` [src]

`type Owned = T`

The resulting type after obtaining ownership.

`pub fn to_owned(&self) -> T`[src]

`pub fn clone_into(&self, target: &mut T)`[src]

`impl<T, U> TryFrom for T where U: Into<T>,` [src]

`type Error = Infallible`

The type returned in the event of a conversion error.

`pub fn try_from(value: U) -> Result<T, <T as TryFrom>::Error>`[src]

`impl<T, U> TryInto for T where U: TryFrom<T>,` [src]

`type Error = >::Error`

The type returned in the event of a conversion error.

`pub fn try_into(self) -> Result<U, >::Error>`[src]

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

`pub fn vzip(self) -> V`

[−][src]Struct rust_bert::xlnet::XLNetConfig

XLNet model configuration

Fields

Trait Implementations

impl Clone for XLNetConfig[src]

pub fn clone(&self) -> XLNetConfig[src]

pub fn clone_from(&mut self, source: &Self)1.0.0[src]

impl Config<XLNetConfig> for XLNetConfig[src]

pub fn from_file<P: AsRef<Path>>(path: P) -> T[src]

impl Debug for XLNetConfig[src]

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

impl<'de> Deserialize<'de> for XLNetConfig[src]

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

impl Serialize for XLNetConfig[src]

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

Auto Trait Implementations

impl RefUnwindSafe for XLNetConfig[src]

impl Send for XLNetConfig[src]

impl Sync for XLNetConfig[src]

impl Unpin for XLNetConfig[src]

impl UnwindSafe for XLNetConfig[src]

Blanket Implementations

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

pub fn type_id(&self) -> TypeId[src]

impl<T> Borrow<T> for T where T: ?Sized, [src]

pub fn borrow(&self) -> &T[src]

impl<T> BorrowMut<T> for T where T: ?Sized, [src]

pub fn borrow_mut(&mut self) -> &mut T[src]

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

impl<T> From<T> for T[src]

pub fn from(t: T) -> T[src]

impl<T, U> Into<U> for T where U: From<T>, [src]

pub fn into(self) -> U[src]

impl<T> Pointable for T

pub const ALIGN: usize

type Init = T

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

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

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

pub unsafe fn drop(ptr: usize)

impl<T> Same<T> for T

type Output = T

impl<T> ToOwned for T where T: Clone, [src]

type Owned = T

pub fn to_owned(&self) -> T[src]

pub fn clone_into(&self, target: &mut T)[src]

impl<T, U> TryFrom<U> for T where U: Into<T>, [src]

type Error = Infallible

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

impl<T, U> TryInto<U> for T where U: TryFrom<T>, [src]

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

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

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

pub fn vzip(self) -> V