Struct TransformerConfig 

pub struct TransformerConfig {
    pub input_dim: usize,
    pub embed_dim: usize,
    pub num_heads: usize,
    pub num_encoder_layers: usize,
    pub num_decoder_layers: usize,
    pub feedforward_dim: usize,
    pub dropout: f32,
    pub max_seq_len: usize,
}

Configuration for the Transformer tokenizer

Fields

input_dim: usize

Input signal dimension

embed_dim: usize

Embedding dimension (must be divisible by num_heads)

num_heads: usize

Number of attention heads

num_encoder_layers: usize

Number of encoder layers

num_decoder_layers: usize

Number of decoder layers

feedforward_dim: usize

Feedforward network hidden dimension

dropout: f32

Dropout probability (0.0 to 1.0)

max_seq_len: usize

Maximum sequence length for positional encoding

Implementations

impl TransformerConfig

pub fn validate(&self) -> TokenizerResult<()>

Validate the configuration

Trait Implementations

impl Clone for TransformerConfig

fn clone(&self) -> TransformerConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for TransformerConfig

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

Formats the value using the given formatter.

impl Default for TransformerConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for TransformerConfig

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for TransformerConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.