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

pub struct ReformerConfig {Show 39 fields
    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>,
}

Expand description

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>

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

Reformer model configuration

Fields

Trait Implementations

impl Clone for ReformerConfig

fn clone(&self) -> ReformerConfig

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

impl Config for ReformerConfig

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

impl Debug for ReformerConfig

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

impl<'de> Deserialize<'de> for ReformerConfig

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

impl Serialize for ReformerConfig

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

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,

pub fn type_id(&self) -> TypeId

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

pub fn borrow(&self) -> &T

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

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

impl<T> From<T> for T

pub 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>,

pub fn into(self) -> U

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,

type Owned = T

pub fn to_owned(&self) -> T

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

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

type Error = Infallible

pub 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

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

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

pub 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>,