pub struct SGDOptions {
pub learning_rate: f64,
pub max_iter: usize,
pub tol: f64,
pub lr_schedule: LearningRateSchedule,
pub gradient_clip: Option<f64>,
pub batch_size: Option<usize>,
}Expand description
Options for SGD optimization
Fields§
§learning_rate: f64Learning rate (step size)
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 SGD
Trait Implementations§
Source§impl Clone for SGDOptions
impl Clone for SGDOptions
Source§fn clone(&self) -> SGDOptions
fn clone(&self) -> SGDOptions
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 SGDOptions
impl Debug for SGDOptions
Auto Trait Implementations§
impl Freeze for SGDOptions
impl RefUnwindSafe for SGDOptions
impl Send for SGDOptions
impl Sync for SGDOptions
impl Unpin for SGDOptions
impl UnwindSafe for SGDOptions
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impl<T> BorrowMut<T> for Twhere
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Mutably borrows from an owned value. Read more
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The inclusion map: converts
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The inclusion map: converts
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