Struct PerformanceValidator 

pub struct PerformanceValidator { /* private fields */ }

Performance validator for ASR models

Implementations

impl PerformanceValidator

pub fn new() -> Self

Create a new performance validator with default requirements

pub fn with_requirements(requirements: PerformanceRequirements) -> Self

Create a new performance validator with custom requirements

pub fn with_verbose(self, verbose: bool) -> Self

Enable verbose logging during validation

pub fn requirements(&self) -> &PerformanceRequirements

Get the performance requirements

pub fn validate_rtf( &self, audio: &AudioBuffer, processing_time: Duration, ) -> (f32, bool)

Validate real-time factor performance

pub fn estimate_memory_usage(&self) -> Result<(u64, bool), RecognitionError>

Estimate memory usage (platform-specific implementation)

pub async fn measure_startup_time<F, Fut>( &self, startup_fn: F, ) -> Result<(u64, bool), RecognitionError>

where F: FnOnce() -> Fut, Fut: Future<Output = Result<(), RecognitionError>>,

Measure model startup time

pub fn validate_streaming_latency(&self, latency: Duration) -> (u64, bool)

Validate streaming latency

pub fn calculate_throughput( &self, samples_processed: usize, processing_time: Duration, ) -> f64

Calculate processing throughput

pub async fn validate_comprehensive<F, Fut>( &self, audio: &AudioBuffer, startup_fn: F, processing_time: Duration, streaming_latency: Option<Duration>, ) -> Result<ValidationResult, RecognitionError>

where F: FnOnce() -> Fut, Fut: Future<Output = Result<(), RecognitionError>>,

Comprehensive performance validation

Trait Implementations

impl Default for PerformanceValidator

fn default() -> Self

Returns the “default value” for a type.