Struct TitansBlock 

pub struct TitansBlock { /* private fields */ }

Single Titans decoder block with Neural Long-Term Memory

Implementations

impl TitansBlock

pub fn new( embed_dim: usize, num_heads: usize, ff_dim: usize, memory_size: usize, rng: &mut StdRng, ) -> Self

pub fn forward(&mut self, sequence: &[Vec<f32>]) -> Vec<f32>

pub fn get_surprise(&self) -> f32

Get current surprise level (for anomaly detection)

pub fn reset_memory(&mut self)

Reset memory state

Trait Implementations

impl Clone for TitansBlock

fn clone(&self) -> TitansBlock

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for TitansBlock

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for TitansBlock

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for TitansBlock

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

where __S: Serializer,

Serialize this value into the given Serde serializer.