Struct renforce::util::graddesc::RMSProp

pub struct RMSProp<F: Float> { /* fields omitted */ }

The RMSProp algorithm (Hinton et al. 2012).

Methods

impl<F: Float> RMSProp<F>

fn new(decay_rate: F, epsilon: F) -> RMSProp<F>

Creates a new RMSProp

Trait Implementations

impl<F: Debug + Float> Debug for RMSProp<F>

fn fmt(&self, __arg_0: &mut Formatter) -> Result

Formats the value using the given formatter.

impl<F: Clone + Float> Clone for RMSProp<F>

fn clone(&self) -> RMSProp<F>

Returns a copy of the value.

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

Performs copy-assignment from source.

impl<F: Float> GradientDescAlgo<F> for RMSProp<F>

fn calculate(&mut self, grad: Vec<F>, lr: F) -> Vec<F>

Calculates local step for minimizing function

impl Default for RMSProp<f64>

fn default() -> RMSProp<f64>

Returns the "default value" for a type.