Struct GradientInfo

Source

pub struct GradientInfo {
    pub gradient_flow_health: String,
    pub gradient_norm_estimate: f64,
    pub gradient_ratio: f64,
    pub gradient_variance: f64,
    pub backpropagation_efficiency: f64,
    pub layer_gradient_distribution: HashMap<String, f64>,
    pub gradient_clipping_recommendation: Option<f64>,
    pub problematic_layers: Vec<String>,
    pub gradient_accumulation_suggestion: i32,
    pub adaptive_lr_recommendation: String,
}

Fields§

§gradient_flow_health: String§gradient_norm_estimate: f64§gradient_ratio: f64§gradient_variance: f64§backpropagation_efficiency: f64§layer_gradient_distribution: HashMap<String, f64>§gradient_clipping_recommendation: Option<f64>§problematic_layers: Vec<String>§gradient_accumulation_suggestion: i32§adaptive_lr_recommendation: String

Struct GradientInfoCopy item path

Fields§

Trait Implementations§

impl Clone for GradientInfo

fn clone(&self) -> GradientInfo

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

impl Debug for GradientInfo

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

impl PartialEq for GradientInfo

fn eq(&self, other: &GradientInfo) -> bool

fn ne(&self, other: &Rhs) -> bool

impl Serialize for GradientInfo

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

impl StructuralPartialEq for GradientInfo

Auto Trait Implementations§

impl Freeze for GradientInfo

impl RefUnwindSafe for GradientInfo

impl Send for GradientInfo

impl Sync for GradientInfo

impl Unpin for GradientInfo

impl UnwindSafe for GradientInfo

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> From<T> for T

fn from(t: T) -> T

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

fn into(self) -> U

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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,

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impl<T> Same for T

type Output = T

impl<T> ToOwned for Twhere T: Clone,

type Owned = T

fn to_owned(&self) -> T

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

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

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

Struct GradientInfo

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