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FitConfig

rust_mlp::train

Struct FitConfig

pub struct FitConfig {
    pub epochs: usize,
    pub lr: f32,
    pub batch_size: usize,
    pub shuffle: Shuffle,
    pub lr_schedule: LrSchedule,
    pub optimizer: Optimizer,
    pub weight_decay: f32,
    pub grad_clip_norm: Option<f32>,
    pub loss: Loss,
    pub metrics: Vec<Metric>,
}

Expand description

Configuration for Mlp::fit.

Fields§

§epochs: usize§lr: f32§batch_size: usize§shuffle: Shuffle§lr_schedule: LrSchedule§optimizer: Optimizer§weight_decay: f32§grad_clip_norm: Option<f32>§loss: Loss§metrics: Vec<Metric>

Trait Implementations§

impl Clone for FitConfig

fn clone(&self) -> FitConfig

Returns a duplicate of the value. Read more

1.0.0 · Source§

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

Performs copy-assignment from source. Read more

impl Debug for FitConfig

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

Formats the value using the given formatter. Read more

impl Default for FitConfig

fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

impl Freeze for FitConfig

impl RefUnwindSafe for FitConfig

impl Send for FitConfig

impl Sync for FitConfig

impl Unpin for FitConfig

impl UnwindSafe for FitConfig

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T
where T: ?Sized,

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T
where T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

impl<T> CloneToUninit for T
where T: Clone,

unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<T, U> Into<U> for T
where U: From<T>,

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

impl<T> ToOwned for T
where T: Clone,

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

impl<T, U> TryFrom<U> for T
where U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V