rust_bert::models::fnet

Struct FNetConfig

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pub struct FNetConfig {
Show 18 fields
    pub vocab_size: i64,
    pub hidden_size: i64,
    pub num_hidden_layers: i64,
    pub intermediate_size: i64,
    pub hidden_act: Activation,
    pub hidden_dropout_prob: f64,
    pub max_position_embeddings: i64,
    pub type_vocab_size: i64,
    pub initializer_range: f64,
    pub layer_norm_eps: Option<f64>,
    pub pad_token_id: Option<i64>,
    pub bos_token_id: Option<i64>,
    pub eos_token_id: Option<i64>,
    pub decoder_start_token_id: Option<i64>,
    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

§FNet model configuration

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

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§vocab_size: i64§hidden_size: i64§num_hidden_layers: i64§intermediate_size: i64§hidden_act: Activation§hidden_dropout_prob: f64§max_position_embeddings: i64§type_vocab_size: i64§initializer_range: f64§layer_norm_eps: Option<f64>§pad_token_id: Option<i64>§bos_token_id: Option<i64>§eos_token_id: Option<i64>§decoder_start_token_id: Option<i64>§id2label: Option<HashMap<i64, String>>§label2id: Option<HashMap<String, i64>>§output_attentions: Option<bool>§output_hidden_states: Option<bool>

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impl Config for FNetConfig

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

Loads a Config object from a JSON file. The format is expected to be aligned with the Transformers library configuration files for each model. The parsing will fail if non-optional keys expected by the model are missing. Read more
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impl Debug for FNetConfig

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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 FNetConfig

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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 FNetConfig

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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 Serialize for FNetConfig

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

Serialize this value into the given Serde serializer. Read more

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