Struct TensorReport 

pub struct TensorReport {
    pub name: String,
    pub max_abs_error: f32,
    pub mean_abs_error: f32,
    pub sqnr_db: f32,
}

Per-tensor quantization error metrics.

Fields

name: String

The (original, unsuffixed) tensor name.

max_abs_error: f32

Largest absolute error between original and dequantized-reconstructed elements.

mean_abs_error: f32

Mean absolute error across all elements.

sqnr_db: f32

Signal-to-quantization-noise ratio in dB (higher is better; +inf for an exact match).

Trait Implementations

impl Clone for TensorReport

fn clone(&self) -> TensorReport

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for TensorReport

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

Formats the value using the given formatter.

impl Serialize for TensorReport

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

where __S: Serializer,

Serialize this value into the given Serde serializer.