Struct TuneReport

Source

pub struct TuneReport {
    pub metric_name: String,
    pub best_score: f64,
    pub best_config: PipelineConfig,
    pub trials: Vec<TrialRecord>,
    pub failures: Vec<(PipelineConfig, String)>,
    pub umap_graph_builds: usize,
}

Expand description

Full tuner output.

Fields§

§metric_name: String§best_score: f64§best_config: PipelineConfig§trials: Vec<TrialRecord>§failures: Vec<(PipelineConfig, String)>

Trials that failed to build (e.g., too few embeddings, config combination rejected by a downstream validator). Each entry is (config, error_message).

§umap_graph_builds: usize

Number of distinct UMAP kNN graphs built during the run. The tuner caches graphs by n_neighbors, so this equals the number of unique n_neighbors values tried across UMAP trials. Lower than the count of UMAP trials means the cache hit — a metric for verifying the reuse path is actually firing.

Struct TuneReport Copy item path

Fields§

Implementations§

impl TuneReport

pub fn ranked_trials(&self) -> Vec<&TrialRecord>

pub fn mean_score(&self) -> f64

Trait Implementations§

impl Clone for TuneReport

fn clone(&self) -> TuneReport

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

impl Debug for TuneReport

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

Auto Trait Implementations§

impl Freeze for TuneReport

impl RefUnwindSafe for TuneReport

impl Send for TuneReport

impl Sync for TuneReport

impl Unpin for TuneReport

impl UnsafeUnpin for TuneReport

impl UnwindSafe for TuneReport

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

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> 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<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 TuneReport

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>,

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