rust_bert::models::reformer

Struct ReformerConfig

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pub struct ReformerConfig {
Show 40 fields
    pub attention_head_size: i64,
    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 forced_bos_token_id: Option<i64>,
    pub forced_eos_token_id: Option<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 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>,
    pub decoder_start_token_id: Option<i64>,

}
Expand description

§Reformer model configuration

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

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§attention_head_size: i64§attn_layers: Vec<AttentionType>§axial_norm_std: f64§axial_pos_embds: bool§axial_pos_embds_dim: Vec<i64>§axial_pos_shape: Vec<i64>§chunk_size_lm_head: i64§chunk_size_feed_forward: Option<i64>§eos_token_id: i64§pad_token_id: i64§forced_bos_token_id: Option<i64>§forced_eos_token_id: Option<i64>§feed_forward_size: i64§hash_seed: Option<i64>§hidden_act: Activation§hidden_dropout_prob: f64§hidden_size: i64§initializer_range: Option<f64>§is_decoder: bool§layer_norm_eps: Option<f64>§max_position_embeddings: i64§vocab_size: i64§num_attention_heads: i64§num_buckets: Value§local_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: i64§num_hidden_layers: i64§use_cache: Option<bool>§id2label: Option<HashMap<i64, String>>§label2id: Option<HashMap<String, i64>>§output_attentions: Option<bool>§output_hidden_states: Option<bool>§decoder_start_token_id: Option<i64>

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impl Clone for ReformerConfig

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fn clone(&self) -> ReformerConfig

Returns a copy of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Config for ReformerConfig

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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 ReformerConfig

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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 ReformerConfig

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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 ReformerConfig

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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 ReformerConfig

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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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