Struct TensorStatistics 

pub struct TensorStatistics {
    pub mean: f32,
    pub std: f32,
    pub min: f32,
    pub max: f32,
    pub nan_count: usize,
    pub inf_count: usize,
    pub zero_count: usize,
    pub sparsity: f32,
    pub distribution: ValueDistribution,
    pub gradient_norm: Option<f32>,
}

Tensor statistics

Fields

mean: f32

Mean value

std: f32

Standard deviation

min: f32

Minimum value

max: f32

Maximum value

nan_count: usize

Number of NaN values

inf_count: usize

Number of infinite values

zero_count: usize

Number of zero values

sparsity: f32

Sparsity ratio

distribution: ValueDistribution

Value distribution

gradient_norm: Option<f32>

Gradient norm (if available)

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.

impl Default for TensorStatistics

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for TensorStatistics

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for TensorStatistics

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

where __S: Serializer,

Serialize this value into the given Serde serializer.