Skip to main content

AdvancedOptimizationConfig

voirs_recognizer::asr::advanced_optimization

Struct AdvancedOptimizationConfig 

Source 
pub struct AdvancedOptimizationConfig {
Show 17 fields
    pub enable_knowledge_distillation: bool,
    pub distillation_temperature: f32,
    pub distillation_alpha: f32,
    pub enable_progressive_pruning: bool,
    pub initial_pruning_ratio: f32,
    pub final_pruning_ratio: f32,
    pub pruning_steps: usize,
    pub enable_mixed_precision: bool,
    pub auto_precision_selection: bool,
    pub performance_budget: f32,
    pub accuracy_budget: f32,
    pub enable_qat_simulation: bool,
    pub qat_iterations: usize,
    pub qat_learning_rate: f32,
    pub enable_benchmark_optimization: bool,
    pub target_platform: OptimizationPlatform,
    pub optimization_objective: OptimizationObjective,

}
Expand description

Advanced optimization configuration Advanced Optimization Config

Fields§

§enable_knowledge_distillation: bool

Enable knowledge distillation

§distillation_temperature: f32

Knowledge distillation temperature

§distillation_alpha: f32

Knowledge distillation loss weight

§enable_progressive_pruning: bool

Enable progressive pruning

§initial_pruning_ratio: f32

Initial pruning ratio

§final_pruning_ratio: f32

Final pruning ratio

§pruning_steps: usize

Number of progressive pruning steps

§enable_mixed_precision: bool

Enable mixed-precision optimization

§auto_precision_selection: bool

Automatic precision selection

§performance_budget: f32

Performance budget (RTF threshold)

§accuracy_budget: f32

Accuracy budget (minimum accuracy retention)

§enable_qat_simulation: bool

Enable quantization-aware training simulation

§qat_iterations: usize

QAT simulation iterations

§qat_learning_rate: f32

QAT learning rate

§enable_benchmark_optimization: bool

Enable benchmark-driven optimization

§target_platform: OptimizationPlatform

Target hardware platform

§optimization_objective: OptimizationObjective

Optimization objective

Trait Implementations§

Source§

impl Clone for AdvancedOptimizationConfig

Source§

fn clone(&self) -> AdvancedOptimizationConfig

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
Source§

impl Debug for AdvancedOptimizationConfig

Source§

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

Formats the value using the given formatter. Read more
Source§

impl Default for AdvancedOptimizationConfig

Source§

fn default() -> Self

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

impl<'de> Deserialize<'de> for AdvancedOptimizationConfig

Source§

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

Deserialize this value from the given Serde deserializer. Read more
Source§

impl Serialize for AdvancedOptimizationConfig

Source§

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§

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> CloneToUninit for T
where T: Clone,

Source§

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
Source§

impl<T> From<T> for T

Source§

fn from(t: T) -> T

Returns the argument unchanged.

Source§

impl<S> FromSample<S> for S

Source§

fn from_sample_(s: S) -> S

Source§

impl<T> Instrument for T

Source§

fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more
Source§

fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more
Source§

impl<T, U> Into<U> 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§

impl<F, T> IntoSample<T> for F
where T: FromSample<F>,

Source§

fn into_sample(self) -> T

Source§

impl<T> Pointable for T

Source§

const ALIGN: usize

The alignment of pointer.
Source§

type Init = T

The type for initializers.
Source§

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
Source§

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
Source§

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
Source§

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
Source§

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

Source§

fn and<P, B, E>(self, other: P) -> And<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow only if self and other return Action::Follow. Read more
Source§

fn or<P, B, E>(self, other: P) -> Or<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow if either self or other returns Action::Follow. Read more
Source§

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

Source§

type Owned = T

The resulting type after obtaining ownership.
Source§

fn to_owned(&self) -> T

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

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

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

impl<T, U> ToSample<U> for T
where U: FromSample<T>,

Source§

fn to_sample_(self) -> U

Source§

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

Source§

type Error = Infallible

The type returned in the event of a conversion error.
Source§

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

Performs the conversion.
Source§

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

Source§

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

The type returned in the event of a conversion error.
Source§

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

Performs the conversion.
Source§

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

Source§

fn vzip(self) -> V

Source§

impl<T> WithSubscriber for T

Source§

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more
Source§

fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more
Source§

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

Source§

impl<S, T> Duplex<S> for T
where T: FromSample<S> + ToSample<S>,

Source§

impl<T> ErasedDestructor for T
where T: 'static,