Struct rust_bert::t5::T5Config

source · [−]

pub struct T5Config {Show 19 fields
    pub dropout_rate: f64,
    pub d_model: i64,
    pub d_ff: i64,
    pub d_kv: i64,
    pub decoder_start_token_id: Option<i64>,
    pub bos_token_id: Option<i64>,
    pub eos_token_id: Option<i64>,
    pub initializer_factor: f64,
    pub is_encoder_decoder: Option<bool>,
    pub layer_norm_epsilon: f64,
    pub num_heads: i64,
    pub num_layers: i64,
    pub output_past: Option<bool>,
    pub pad_token_id: Option<i64>,
    pub relative_attention_num_buckets: i64,
    pub relative_attention_max_distance: Option<i64>,
    pub vocab_size: i64,
    pub feed_forward_proj: Option<FeedForwardProj>,
    pub tie_word_embeddings: Option<bool>,
    /* private fields */
}

Expand description

T5 model configuration

Defines the T5 model architecture (e.g. number of layers, hidden layer size, label mapping…)

Fields

dropout_rate: f64d_model: i64d_ff: i64d_kv: i64decoder_start_token_id: Option<i64>bos_token_id: Option<i64>eos_token_id: Option<i64>initializer_factor: f64is_encoder_decoder: Option<bool>layer_norm_epsilon: f64num_heads: i64num_layers: i64output_past: Option<bool>pad_token_id: Option<i64>relative_attention_num_buckets: i64relative_attention_max_distance: Option<i64>vocab_size: i64feed_forward_proj: Option<FeedForwardProj>tie_word_embeddings: Option<bool>

Struct rust_bert::t5::T5Config

T5 model configuration

Fields

Trait Implementations

impl Clone for T5Config

fn clone(&self) -> T5Config

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

impl Config for T5Config

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

impl Debug for T5Config

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

impl Default for T5Config

fn default() -> Self

impl<'de> Deserialize<'de> for T5Config

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

impl Serialize for T5Config

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

Auto Trait Implementations

impl RefUnwindSafe for T5Config

impl Send for T5Config

impl Sync for T5Config

impl Unpin for T5Config

impl UnwindSafe for T5Config

Blanket Implementations

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

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impl<T> From<T> for T

fn from(t: T) -> T

impl<T> Instrument for T

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fn in_current_span(self) -> Instrumented<Self>

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

fn into(self) -> U

impl<T> Pointable for T

const ALIGN: usize = mem::align_of::()

type Init = T

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

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

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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

fn to_owned(&self) -> T

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

type Error = Infallible

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__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>,

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

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