Struct rust_bert::reformer::ReformerConfig[−][src]

pub struct ReformerConfig {
    pub attention_head_size: i64,
    pub attention_probs_dropout_prob: f64,
    pub attn_layers: Vec<AttentionType>,
    pub axial_norm_std: f64,
    pub axial_pos_embds: bool,
    pub axial_pos_embds_dim: Vec<i64>,
    pub axial_pos_shape: Vec<i64>,
    pub chunk_size_lm_head: i64,
    pub chunk_size_feed_forward: Option<i64>,
    pub eos_token_id: i64,
    pub pad_token_id: i64,
    pub feed_forward_size: i64,
    pub hash_seed: Option<i64>,
    pub hidden_act: Activation,
    pub hidden_dropout_prob: f64,
    pub hidden_size: i64,
    pub initializer_range: Option<f64>,
    pub intermediate_size: i64,
    pub is_decoder: bool,
    pub layer_norm_eps: Option<f64>,
    pub max_position_embeddings: i64,
    pub vocab_size: i64,
    pub num_attention_heads: i64,
    pub num_buckets: Value,
    pub local_attn_chunk_length: Option<i64>,
    pub local_num_chunks_after: Option<i64>,
    pub local_num_chunks_before: Option<i64>,
    pub local_attention_probs_dropout_prob: Option<f64>,
    pub lsh_attn_chunk_length: Option<i64>,
    pub lsh_num_chunks_after: Option<i64>,
    pub lsh_num_chunks_before: Option<i64>,
    pub lsh_attention_probs_dropout_prob: Option<f64>,
    pub num_hashes: i64,
    pub num_hidden_layers: i64,
    pub use_cache: Option<bool>,
    pub id2label: Option<HashMap<i64, String>>,
    pub label2id: Option<HashMap<String, i64>>,
    pub output_attentions: Option<bool>,
    pub output_hidden_states: Option<bool>,
}

Reformer model configuration

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

Fields

attention_head_size: i64attention_probs_dropout_prob: f64attn_layers: Vec<AttentionType>axial_norm_std: f64axial_pos_embds: boolaxial_pos_embds_dim: Vec<i64>axial_pos_shape: Vec<i64>chunk_size_lm_head: i64chunk_size_feed_forward: Option<i64>eos_token_id: i64pad_token_id: i64feed_forward_size: i64hash_seed: Option<i64>hidden_act: Activationhidden_dropout_prob: f64hidden_size: i64initializer_range: Option<f64>intermediate_size: i64is_decoder: boollayer_norm_eps: Option<f64>max_position_embeddings: i64vocab_size: i64num_attention_heads: i64num_buckets: Valuelocal_attn_chunk_length: Option<i64>local_num_chunks_after: Option<i64>local_num_chunks_before: Option<i64>local_attention_probs_dropout_prob: Option<f64>lsh_attn_chunk_length: Option<i64>lsh_num_chunks_after: Option<i64>lsh_num_chunks_before: Option<i64>lsh_attention_probs_dropout_prob: Option<f64>num_hashes: i64num_hidden_layers: i64use_cache: Option<bool>id2label: Option<HashMap<i64, String>>label2id: Option<HashMap<String, i64>>output_attentions: Option<bool>output_hidden_states: Option<bool>

Trait Implementations

`impl Clone for ReformerConfig`[src]

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

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

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

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

`impl Debug for ReformerConfig`[src]

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

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

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

`impl Serialize for ReformerConfig`[src]

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

Auto Trait Implementations

`impl RefUnwindSafe for ReformerConfig`

`impl Send for ReformerConfig`

`impl Sync for ReformerConfig`

`impl Unpin for ReformerConfig`

`impl UnwindSafe for ReformerConfig`

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> Instrument for T`[src]

`pub fn instrument(self, span: Span) -> Instrumented<Self>`[src]

`pub fn in_current_span(self) -> Instrumented<Self>`[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`

Struct rust_bert::reformer::ReformerConfig[−][src]

Reformer model configuration

Fields

Trait Implementations

impl Clone for ReformerConfig[src]

fn clone(&self) -> ReformerConfig[src]

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

impl Config<ReformerConfig> for ReformerConfig[src]

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

impl Debug for ReformerConfig[src]

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

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

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

impl Serialize for ReformerConfig[src]

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

Auto Trait Implementations

impl RefUnwindSafe for ReformerConfig

impl Send for ReformerConfig

impl Sync for ReformerConfig

impl Unpin for ReformerConfig

impl UnwindSafe for ReformerConfig

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> Instrument for T[src]

pub fn instrument(self, span: Span) -> Instrumented<Self>[src]

pub fn in_current_span(self) -> Instrumented<Self>[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