Struct ParamsAdaGrad 

pub struct ParamsAdaGrad {
    pub lr: f64,
    pub lr_decay: f64,
    pub initial_acc: f64,
    pub weight_decay: Option<Decay>,
    pub eps: f64,
}

Parameters for the Adagrad optimiser

Fields

lr: f64

Learning rate

lr_decay: f64

Learning rate decay

initial_acc: f64

Initial value of accumulator

weight_decay: Option<Decay>

weight decay

eps: f64

term added to the denominator to improve numerical stability

Trait Implementations

impl Clone for ParamsAdaGrad

fn clone(&self) -> ParamsAdaGrad

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ParamsAdaGrad

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

Formats the value using the given formatter.

impl Default for ParamsAdaGrad

fn default() -> Self

Returns the “default value” for a type.

impl PartialEq for ParamsAdaGrad

fn eq(&self, other: &ParamsAdaGrad) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl PartialOrd for ParamsAdaGrad

fn partial_cmp(&self, other: &ParamsAdaGrad) -> Option<Ordering>

This method returns an ordering between self and other values if one exists.

fn lt(&self, other: &Rhs) -> bool

Tests less than (for self and other) and is used by the < operator.

fn le(&self, other: &Rhs) -> bool

Tests less than or equal to (for self and other) and is used by the <= operator.

fn gt(&self, other: &Rhs) -> bool

Tests greater than (for self and other) and is used by the > operator.

fn ge(&self, other: &Rhs) -> bool

Tests greater than or equal to (for self and other) and is used by the >= operator.

impl StructuralPartialEq for ParamsAdaGrad