TrainingConfig

ruvector_tiny_dancer_core::training

Struct TrainingConfig

pub struct TrainingConfig {Show 15 fields
    pub learning_rate: f32,
    pub batch_size: usize,
    pub epochs: usize,
    pub validation_split: f32,
    pub early_stopping_patience: Option<usize>,
    pub lr_decay: f32,
    pub lr_decay_step: usize,
    pub grad_clip: f32,
    pub adam_beta1: f32,
    pub adam_beta2: f32,
    pub adam_epsilon: f32,
    pub l2_reg: f32,
    pub enable_distillation: bool,
    pub distillation_temperature: f32,
    pub distillation_alpha: f32,
}

Expand description

Training hyperparameters

Fields§

§learning_rate: f32

Learning rate

§batch_size: usize

Batch size

§epochs: usize

Number of epochs

§validation_split: f32

Validation split ratio (0.0 to 1.0)

§early_stopping_patience: Option<usize>

Early stopping patience (epochs)

§lr_decay: f32

Learning rate decay factor

§lr_decay_step: usize

Learning rate decay step (epochs)

§grad_clip: f32

Gradient clipping threshold

§adam_beta1: f32

Adam beta1 parameter

§adam_beta2: f32

Adam beta2 parameter

§adam_epsilon: f32

Adam epsilon for numerical stability

§l2_reg: f32

L2 regularization strength

§enable_distillation: bool

Enable knowledge distillation

§distillation_temperature: f32

Temperature for distillation

§distillation_alpha: f32

Alpha for balancing hard and soft targets (0.0 = only hard, 1.0 = only soft)

Trait Implementations§

impl Clone for TrainingConfig

fn clone(&self) -> TrainingConfig

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 TrainingConfig

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

Formats the value using the given formatter. Read more

impl Default for TrainingConfig

fn default() -> Self

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

impl<'de> Deserialize<'de> for TrainingConfig

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

impl Serialize for TrainingConfig

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

impl Freeze for TrainingConfig

impl RefUnwindSafe for TrainingConfig

impl Send for TrainingConfig

impl Sync for TrainingConfig

impl Unpin for TrainingConfig

impl UnwindSafe for TrainingConfig

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

impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,