Struct finalfrontier::CommonConfig

pub struct CommonConfig {
    pub loss: LossType,
    pub dims: u32,
    pub epochs: u32,
    pub negative_samples: u32,
    pub lr: f32,
    pub zipf_exponent: f64,
}

Common embedding model hyperparameters.

Fields

loss: LossType

The loss function used for the model.

dims: u32

Word embedding dimensionality.

epochs: u32

The number of training epochs.

negative_samples: u32

Number of negative samples to use for each context word.

lr: f32

The initial learning rate.

zipf_exponent: f64

Exponent in zipfian distribution.

This is s in f(k) = 1 / (k^s H_{N, s}).

Trait Implementations

impl Clone for CommonConfig

fn clone(&self) -> CommonConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Copy for CommonConfig

impl Debug for CommonConfig

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

Formats the value using the given formatter.

impl Serialize for CommonConfig

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

Serialize this value into the given Serde serializer.