Struct PerformanceProfiler 

pub struct PerformanceProfiler { /* private fields */ }

Main performance profiler for ML algorithms

Implementations

impl PerformanceProfiler

pub fn new() -> Self

Create a new performance profiler

pub fn with_config(config: ProfilerConfig) -> Self

Create profiler with custom configuration

pub fn profile<F, R>(&mut self, f: F) -> Result<ProfileResult<R>>

where F: FnOnce() -> R,

Profile a function execution

pub fn profile_detailed<F, R>( &mut self, f: F, ) -> Result<DetailedProfileResult<R>>

where F: FnOnce(&mut ProfilerContext<'_>) -> R,

Profile with detailed breakdown

pub fn profile_memory<F, R>(&mut self, f: F) -> Result<MemoryProfile<R>>

where F: FnOnce() -> R,

Profile memory usage

pub fn identify_bottlenecks(&self) -> Result<BottleneckAnalysis>

Identify performance bottlenecks

pub fn generate_optimization_hints( &self, metrics: &ProfileMetrics, ) -> Result<Vec<OptimizationHint>>

Generate optimization recommendations

Trait Implementations

impl Debug for PerformanceProfiler

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

Formats the value using the given formatter.

impl Default for PerformanceProfiler

fn default() -> Self

Returns the “default value” for a type.