syntaxdot_transformers::models::squeeze_albert

Struct SqueezeAlbertConfig

Source 
pub struct SqueezeAlbertConfig {
Show 20 fields
    pub attention_probs_dropout_prob: f64,
    pub embedding_size: i64,
    pub hidden_act: Activation,
    pub hidden_dropout_prob: f64,
    pub hidden_size: i64,
    pub initializer_range: f64,
    pub inner_group_num: i64,
    pub intermediate_size: i64,
    pub max_position_embeddings: i64,
    pub num_attention_heads: i64,
    pub num_hidden_groups: i64,
    pub num_hidden_layers: i64,
    pub type_vocab_size: i64,
    pub vocab_size: i64,
    pub q_groups: i64,
    pub k_groups: i64,
    pub v_groups: i64,
    pub post_attention_groups: i64,
    pub intermediate_groups: i64,
    pub output_groups: i64,

}
Expand description

SqueezeALBERT model configuration.

This is the union set of the SqueezeBERT and ALBERT configurations:

  • SqueezeBERT uses q_groups, k_groups, v_groups, post_attention_groups, intermediate_groups, and output_groups to configure the number of groups in grouped convolutions.
  • ALBERT uses num_hidden_groups to configure the number of layer groups and embedding_size to configure the size of piece embeddings.

Fields§

§attention_probs_dropout_prob: f64§embedding_size: i64§hidden_act: Activation§hidden_dropout_prob: f64§hidden_size: i64§initializer_range: f64§inner_group_num: i64§intermediate_size: i64§max_position_embeddings: i64§num_attention_heads: i64§num_hidden_groups: i64§num_hidden_layers: i64§type_vocab_size: i64§vocab_size: i64§q_groups: i64§k_groups: i64§v_groups: i64§post_attention_groups: i64§intermediate_groups: i64§output_groups: i64

Trait Implementations§

Source§

impl Debug for SqueezeAlbertConfig

Source§

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

Formats the value using the given formatter. Read more
Source§

impl Default for SqueezeAlbertConfig

Source§

fn default() -> Self

Returns the “default value” for a type. Read more
Source§

impl<'de> Deserialize<'de> for SqueezeAlbertConfig
where SqueezeAlbertConfig: Default,

Source§

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

Deserialize this value from the given Serde deserializer. Read more
Source§

impl From<&SqueezeAlbertConfig> for AlbertConfig

Source§

fn from(albert_config: &SqueezeAlbertConfig) -> Self

Converts to this type from the input type.
Source§

impl From<&SqueezeAlbertConfig> for BertConfig

Source§

fn from(albert_config: &SqueezeAlbertConfig) -> Self

Converts to this type from the input type.
Source§

impl From<&SqueezeAlbertConfig> for SqueezeBertConfig

Source§

fn from(config: &SqueezeAlbertConfig) -> Self

Converts to this type from the input type.

Auto Trait Implementations§

Blanket Implementations§

Source§

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

Source§

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
Source§

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

Source§

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
Source§

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

Source§

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

Mutably borrows from an owned value. Read more
Source§

impl<T> From<T> for T

Source§

fn from(t: T) -> T

Returns the argument unchanged.

Source§

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

Source§

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

Source§

impl<T> IntoEither for T

Source§

fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
Source§

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
Source§

impl<T> Same for T

Source§

type Output = T

Should always be Self
Source§

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

Source§

type Error = Infallible

The type returned in the event of a conversion error.
Source§

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

Performs the conversion.
Source§

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

Source§

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

The type returned in the event of a conversion error.
Source§

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

Performs the conversion.
Source§

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

Source§

fn vzip(self) -> V

Source§

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