[−][src]Struct rust_bert::mobilebert::MobileBertConfig

pub struct MobileBertConfig {
    pub hidden_act: Activation,
    pub attention_probs_dropout_prob: f64,
    pub hidden_dropout_prob: f64,
    pub hidden_size: i64,
    pub initializer_range: f64,
    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 embedding_size: i64,
    pub layer_norm_eps: Option<f64>,
    pub pad_token_idx: Option<i64>,
    pub trigram_input: Option<bool>,
    pub use_bottleneck: Option<bool>,
    pub use_bottleneck_attention: Option<bool>,
    pub intra_bottleneck_size: Option<i64>,
    pub key_query_shared_bottleneck: Option<bool>,
    pub num_feedforward_networks: Option<i64>,
    pub normalization_type: Option<NormalizationType>,
    pub output_attentions: Option<bool>,
    pub output_hidden_states: Option<bool>,
    pub classifier_activation: Option<bool>,
    pub is_decoder: Option<bool>,
    pub id2label: Option<HashMap<i64, String>>,
    pub label2id: Option<HashMap<String, i64>>,
}

MobileBERT model configuration

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

Fields

hidden_act: Activationattention_probs_dropout_prob: f64hidden_dropout_prob: f64hidden_size: i64initializer_range: f64intermediate_size: i64max_position_embeddings: i64num_attention_heads: i64num_hidden_layers: i64type_vocab_size: i64vocab_size: i64embedding_size: i64layer_norm_eps: Option<f64>pad_token_idx: Option<i64>trigram_input: Option<bool>use_bottleneck: Option<bool>use_bottleneck_attention: Option<bool>intra_bottleneck_size: Option<i64>key_query_shared_bottleneck: Option<bool>num_feedforward_networks: Option<i64>normalization_type: Option<NormalizationType>output_attentions: Option<bool>output_hidden_states: Option<bool>classifier_activation: Option<bool>is_decoder: Option<bool>id2label: Option<HashMap<i64, String>>label2id: Option<HashMap<String, i64>>

Trait Implementations

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

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

`impl Debug for MobileBertConfig`[src]

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

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

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

`impl Serialize for MobileBertConfig`[src]

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

Auto Trait Implementations

`impl RefUnwindSafe for MobileBertConfig`[src]

`impl Send for MobileBertConfig`[src]

`impl Sync for MobileBertConfig`[src]

`impl Unpin for MobileBertConfig`[src]

`impl UnwindSafe for MobileBertConfig`[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, 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::mobilebert::MobileBertConfig

MobileBERT model configuration

Fields

Trait Implementations

impl Config<MobileBertConfig> for MobileBertConfig[src]

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

impl Debug for MobileBertConfig[src]

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

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

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

impl Serialize for MobileBertConfig[src]

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

Auto Trait Implementations

impl RefUnwindSafe for MobileBertConfig[src]

impl Send for MobileBertConfig[src]

impl Sync for MobileBertConfig[src]

impl Unpin for MobileBertConfig[src]

impl UnwindSafe for MobileBertConfig[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, 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