SqueezeAlbertConfig

syntaxdot_transformers::models::squeeze_albert

Struct SqueezeAlbertConfig 

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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.

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§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

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impl Debug for SqueezeAlbertConfig

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

Formats the value using the given formatter. Read more
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impl Default for SqueezeAlbertConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for SqueezeAlbertConfig
where SqueezeAlbertConfig: Default,

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

Deserialize this value from the given Serde deserializer. Read more
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impl From<&SqueezeAlbertConfig> for AlbertConfig

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fn from(albert_config: &SqueezeAlbertConfig) -> Self

Converts to this type from the input type.
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impl From<&SqueezeAlbertConfig> for BertConfig

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fn from(albert_config: &SqueezeAlbertConfig) -> Self

Converts to this type from the input type.
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impl From<&SqueezeAlbertConfig> for SqueezeBertConfig

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fn from(config: &SqueezeAlbertConfig) -> Self

Converts to this type from the input type.

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