Struct TensorStatistics 

pub struct TensorStatistics {
    pub name: String,
    pub shape: Vec<usize>,
    pub dtype: String,
    pub min: f64,
    pub max: f64,
    pub mean: f64,
    pub std: f64,
    pub nan_count: usize,
    pub inf_count: usize,
    pub zero_count: usize,
}

Statistics for a tensor

Fields

name: String

Tensor name

shape: Vec<usize>

Shape

dtype: String

Data type

min: f64

Minimum value

max: f64

Maximum value

mean: f64

Mean value

std: f64

Standard deviation

nan_count: usize

Count of NaN values

inf_count: usize

Count of Inf values

zero_count: usize

Count of zeros

Implementations

impl TensorStatistics

pub fn from_f32( name: impl Into<String>, shape: Vec<usize>, data: &[f32], ) -> Self

Compute statistics from f32 tensor

pub fn summary(&self) -> String

Format as single line summary

pub fn has_anomalies(&self) -> bool

Check for any anomalies (NaN, Inf, all zeros)

Trait Implementations

impl Clone for TensorStatistics

fn clone(&self) -> TensorStatistics

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for TensorStatistics

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

Formats the value using the given formatter.