pub struct RMSPropOptions {
pub learning_rate: f64,
pub decay_rate: f64,
pub epsilon: f64,
pub max_iter: usize,
pub tol: f64,
pub lr_schedule: LearningRateSchedule,
pub gradient_clip: Option<f64>,
pub batch_size: Option<usize>,
pub centered: bool,
pub momentum: Option<f64>,
}Expand description
Options for RMSProp optimization
Fields§
§learning_rate: f64Learning rate (step size)
decay_rate: f64Decay rate for the moving average
epsilon: f64Small constant for numerical stability
max_iter: usizeMaximum number of iterations
tol: f64Convergence tolerance
lr_schedule: LearningRateScheduleLearning rate schedule
gradient_clip: Option<f64>Gradient clipping threshold
batch_size: Option<usize>Batch size for mini-batch optimization
centered: boolUse centered RMSProp (subtract gradient mean)
momentum: Option<f64>Momentum parameter (when > 0, uses RMSProp with momentum)
Trait Implementations§
Source§impl Clone for RMSPropOptions
impl Clone for RMSPropOptions
Source§fn clone(&self) -> RMSPropOptions
fn clone(&self) -> RMSPropOptions
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for RMSPropOptions
impl Debug for RMSPropOptions
Auto Trait Implementations§
impl Freeze for RMSPropOptions
impl RefUnwindSafe for RMSPropOptions
impl Send for RMSPropOptions
impl Sync for RMSPropOptions
impl Unpin for RMSPropOptions
impl UnwindSafe for RMSPropOptions
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