trustformers_debug::gradient_debugger::performance_tracking

Struct LayerPerformanceMetrics

pub struct LayerPerformanceMetrics {
    pub layer_name: String,
    pub computation_count: usize,
    pub total_computation_time: Duration,
    pub average_computation_time: Duration,
    pub total_memory_usage: usize,
    pub average_memory_usage: usize,
    pub min_computation_time: Duration,
    pub max_computation_time: Duration,
    pub performance_variance: f64,
}

Expand description

Layer-specific performance metrics

Fields§

§layer_name: String§computation_count: usize§total_computation_time: Duration§average_computation_time: Duration§total_memory_usage: usize§average_memory_usage: usize§min_computation_time: Duration§max_computation_time: Duration§performance_variance: f64

Struct LayerPerformanceMetrics Copy item path

Fields§

Implementations§

impl LayerPerformanceMetrics

pub fn new(layer_name: String) -> Self

pub fn update(&mut self, computation_time: Duration, memory_used: usize)

Trait Implementations§

impl Clone for LayerPerformanceMetrics

fn clone(&self) -> LayerPerformanceMetrics

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

impl Debug for LayerPerformanceMetrics

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

impl<'de> Deserialize<'de> for LayerPerformanceMetrics

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

impl Serialize for LayerPerformanceMetrics

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

Auto Trait Implementations§

impl Freeze for LayerPerformanceMetrics

impl RefUnwindSafe for LayerPerformanceMetrics

impl Send for LayerPerformanceMetrics

impl Sync for LayerPerformanceMetrics

impl Unpin for LayerPerformanceMetrics

impl UnsafeUnpin for LayerPerformanceMetrics

impl UnwindSafe for LayerPerformanceMetrics

Blanket Implementations§

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

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

impl<T> CloneToUninit for Twhere T: Clone,

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

impl<T> ConfigSerializable for Twhere T: Serialize + for<'de> Deserialize<'de>,

fn to_json(&self) -> Result<String, TrustformersError>

fn from_json(json: &str) -> Result<T, TrustformersError>

fn save_to_file(&self, path: &Path) -> Result<(), TrustformersError>

fn load_from_file(path: &Path) -> Result<Self, TrustformersError>where Self: Sized,

impl<T> From<T> for T

fn from(t: T) -> T

impl<T> Instrument for T

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

fn in_current_span(self) -> Instrumented<Self>

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

fn into(self) -> U

impl<T> IntoEither for T

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

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

impl<T> Pointable for T

const ALIGN: usize

type Init = T

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

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

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

unsafe fn drop(ptr: usize)

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

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

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

impl<T> Same for T

type Output = T

impl<SS, SP> SupersetOf<SS> for SPwhere SS: SubsetOf<SP>,

fn to_subset(&self) -> Option<SS>

fn is_in_subset(&self) -> bool

fn to_subset_unchecked(&self) -> SS

fn from_subset(element: &SS) -> SP

impl<T> ToOwned for Twhere T: Clone,

type Owned = T

fn to_owned(&self) -> T

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

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

type Error = Infallible

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

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

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

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

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

fn vzip(self) -> V

impl<T> WithSubscriber for T

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

fn with_current_subscriber(self) -> WithDispatch<Self>

Struct LayerPerformanceMetrics

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

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

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

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

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

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

impl<T> ConfigSerializable for T
where T: Serialize + for<'de> Deserialize<'de>,

fn load_from_file(path: &Path) -> Result<Self, TrustformersError>
where Self: Sized,

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

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

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

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

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

impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

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

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

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

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

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

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