Module memory_profiler 

Advanced memory profiling for TrustformeRS models.

This module provides comprehensive memory profiling capabilities including:

• Heap allocation tracking
• Memory leak detection
• Peak memory analysis
• Allocation patterns
• GC pressure analysis
• Memory fragmentation monitoring

Example

use trustformers_debug::{MemoryProfiler, MemoryProfilingConfig};

let config = MemoryProfilingConfig::default();
let mut profiler = MemoryProfiler::new(config);

profiler.start().await?;
// ... run model training/inference ...
let report = profiler.stop().await?;

println!("Peak memory usage: {} MB", report.peak_memory_mb);
println!("Memory leaks detected: {}", report.potential_leaks.len());

Structs

AllocationPattern

Allocation pattern detected by analysis

AllocationRecord

Allocation record for tracking individual allocations

AllocationTypeStats

Statistics for each allocation type

FragmentationAnalysis

Memory fragmentation analysis

GCPressureAnalysis

Garbage collection pressure analysis

MemoryLeak

Memory leak information

MemoryProfiler

Memory profiler implementation

MemoryProfilingConfig

Configuration for memory profiling

MemoryProfilingReport

Comprehensive memory profiling report

MemorySnapshot

Memory usage snapshot at a point in time

Enums

AllocationType

Type of allocation

FragmentationSeverity

Fragmentation severity levels

GCPressureLevel

GC pressure levels

LeakSeverity

Severity of memory leak

PatternType

Type of allocation pattern