Struct PerformanceProfiler 

pub struct PerformanceProfiler { /* private fields */ }

Comprehensive performance profiler for ndimage operations

Implementations

impl PerformanceProfiler

pub fn new(config: ProfilerConfig) -> Self

Create a new performance profiler

pub fn start_monitoring(&self) -> NdimageResult<()>

Start real-time performance monitoring

pub fn stop_monitoring(&self)

Stop performance monitoring

pub fn record_operation<T, D>( &self, operation_name: &str, input: &ArrayView<'_, T, D>, execution_time: Duration, memory_allocated: usize, metadata: HashMap<String, String>, ) -> NdimageResult<()>

where T: Float + FromPrimitive, D: Dimension,

Record operation timing and performance data

pub fn generate_performance_report(&self) -> PerformanceReport

Generate comprehensive performance report

pub fn get_optimization_recommendations( &self, operation_name: &str, ) -> Vec<OptimizationRecommendation>

Get optimization recommendations for specific operation

pub fn benchmark_operation<F, T>( &self, operation_name: &str, operation: F, test_sizes: &[Vec<usize>], iterations: usize, ) -> NdimageResult<BenchmarkResults>

where F: Fn(&ArrayView<'_, T, IxDyn>) -> NdimageResult<Array<T, IxDyn>>, T: Float + FromPrimitive + Clone + Default,

Benchmark specific operation with various array sizes

Trait Implementations

impl Debug for PerformanceProfiler

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

Formats the value using the given formatter.