Struct FineTuningUtilities

Source

pub struct FineTuningUtilities<F: Float + Debug> { /* private fields */ }

Expand description

Fine-tuning utilities

Implementations§

Source §

impl<F: Float + Debug + 'static> FineTuningUtilities<F>

Source

pub fn new() -> Self

Create new fine-tuning utilities

Source

pub fn set_layer_learning_rate( &mut self, layer_pattern: String, learning_rate: f64, ) -> Result<()>

Set learning rate for a layer group

Source

pub fn set_layer_gradient_clip( &mut self, layer_pattern: String, clip_value: f64, ) -> Result<()>

Set gradient clipping for a layer group

Source

pub fn set_layer_weight_decay( &mut self, layer_pattern: String, weight_decay: f64, ) -> Result<()>

Set weight decay for a layer group

Source

pub fn get_effective_learning_rate(&self, layer_name: &str, base_lr: F) -> F

Get effective learning rate for a layer

Source

pub fn get_gradient_clip(&self, layer_name: &str) -> Option<F>

Get gradient clip value for a layer

Source

pub fn get_weight_decay(&self, layer_name: &str) -> Option<F>

Get weight decay for a layer

Trait Implementations§

Source §

impl<F: Float + Debug + 'static> Default for FineTuningUtilities<F>

Source §

fn default() -> Self

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

Auto Trait Implementations§

§

impl<F> UnwindSafe for FineTuningUtilities<F>
where F: UnwindSafe,

Blanket Implementations§

Source §

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

Source §

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

Source §

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

Source §

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

Source §

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

Source §

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

Mutably borrows from an owned value. Read more

Source §

impl<T> From<T> for T

Source §

fn from(t: T) -> T

Returns the argument unchanged.

Source §

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

Source §

fn into(self) -> U

Calls U::from(self).

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

Source §

impl<T> IntoEither for T

Source §

fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §