Struct MemoryAnalysis 

pub struct MemoryAnalysis {
    pub tensors: Vec<TensorMemory>,
    pub peak_memory_bytes: usize,
    pub total_memory_bytes: usize,
    pub avg_utilization: f64,
    pub optimal_schedule: Vec<usize>,
}

Memory optimization analysis result

Fields

tensors: Vec<TensorMemory>

Memory information for each tensor

peak_memory_bytes: usize

Peak memory usage in bytes

total_memory_bytes: usize

Total memory allocated across all tensors

avg_utilization: f64

Average memory utilization (0.0 to 1.0)

optimal_schedule: Vec<usize>

Suggested operation execution order for minimal peak memory

Implementations

impl MemoryAnalysis

pub fn new() -> Self

Create new empty analysis

pub fn memory_waste_ratio(&self) -> f64

Get memory waste (difference between peak and average)

Trait Implementations

impl Clone for MemoryAnalysis

fn clone(&self) -> MemoryAnalysis

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MemoryAnalysis

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

Formats the value using the given formatter.

impl Default for MemoryAnalysis

fn default() -> Self

Returns the “default value” for a type.