import { D as DecodedWeight } from './weight-decoder-DMScCVae.js';
import { TensorOrder } from '@wetron/common/ir';

type DiagnosticSeverity = 'error' | 'warning' | 'info';
/** The median-absolute-deviation test that produced a `norm-outlier` finding. */
interface NormOutlierTest {
    readonly median: number;
    readonly deviation: number;
    readonly multiple: number;
    readonly threshold: number;
}
interface WeightDiagnosticFinding {
    readonly code: 'nan' | 'positive-infinity' | 'negative-infinity' | 'constant-slice' | 'norm-outlier';
    readonly severity: DiagnosticSeverity;
    readonly count: number;
    readonly coordinates: readonly (readonly number[])[];
    readonly position?: number;
    readonly value?: number;
    readonly outlier?: NormOutlierTest;
}
declare function inspectWeightDiagnostics(values: DecodedWeight, shape: readonly number[], axis: number, tolerance?: number, outlierMultiple?: number, order?: TensorOrder): readonly WeightDiagnosticFinding[];

export { type DiagnosticSeverity, type NormOutlierTest, type WeightDiagnosticFinding, inspectWeightDiagnostics };