Struct QuantizationBenchmarker 

pub struct QuantizationBenchmarker {
    pub config: BenchmarkConfig,
    pub metrics: Vec<BenchmarkResult>,
}

Performance benchmarking utilities for quantization analysis

Fields

config: BenchmarkConfig

Configuration for benchmarking

metrics: Vec<BenchmarkResult>

Collected benchmark metrics

Implementations

impl QuantizationBenchmarker

pub fn new(config: BenchmarkConfig) -> Self

Create a new benchmarker with configuration

pub fn benchmark_scheme( &mut self, scheme: QScheme, operation: impl Fn() -> TorshResult<()>, ) -> TorshResult<BenchmarkResult>

Benchmark a quantization scheme

pub fn benchmark_comparison( &mut self, schemes: &[QScheme], operation_factory: impl Fn(QScheme) -> Box<dyn Fn() -> TorshResult<()>>, ) -> TorshResult<Vec<BenchmarkResult>>

Benchmark multiple schemes and compare

pub fn generate_report(&self) -> String

Generate benchmark report

pub fn find_best_scheme( &self, criteria: OptimizationCriteria, ) -> Option<QScheme>

Find the best scheme based on criteria

pub fn clear_metrics(&mut self)

Clear all collected metrics

pub fn get_metrics(&self) -> &[BenchmarkResult]

Get all collected metrics

Trait Implementations

impl Clone for QuantizationBenchmarker

fn clone(&self) -> QuantizationBenchmarker

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for QuantizationBenchmarker

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

Formats the value using the given formatter.

impl Default for QuantizationBenchmarker

fn default() -> Self

Returns the “default value” for a type.