Struct ModelProfiler 

pub struct ModelProfiler { /* private fields */ }

Model profiler for tracking performance metrics

Implementations

impl ModelProfiler

pub fn new() -> Self

pub fn with_config(config: ProfilerConfig) -> Self

pub fn start_profiling(&mut self, session_id: &str) -> Result<()>

Start profiling a session

pub fn profile_layer<T, F>( &mut self, session_id: &str, layer_name: &str, operation: F, ) -> Result<T>

where F: FnOnce() -> Result<T>,

Profile a layer execution

pub fn profile_operation<T, F>( &mut self, session_id: &str, operation_name: &str, operation: F, ) -> Result<T>

where F: FnOnce() -> Result<T>,

Profile an operation execution

pub fn sample_memory(&mut self, session_id: &str) -> Result<()>

Take a memory sample

pub fn sample_compute(&mut self, session_id: &str) -> Result<()>

Take a compute sample

pub fn end_profiling(&mut self, session_id: &str) -> Result<ProfilingReport>

End profiling and generate report

pub fn clear(&mut self) -> Result<()>

Clear all profiling data

Trait Implementations

impl Clone for ModelProfiler

fn clone(&self) -> ModelProfiler

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ModelProfiler

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

Formats the value using the given formatter.

impl Default for ModelProfiler

fn default() -> Self

Returns the “default value” for a type.