Struct MemoryOptimizationReport 

pub struct MemoryOptimizationReport {
    pub gradient_checkpoints_added: usize,
    pub memory_pools_created: usize,
    pub in_place_operations_applied: usize,
    pub tensors_reused: usize,
    pub lifetime_optimizations: usize,
    pub estimated_memory_savings: usize,
}

Report of memory optimization results

Fields

gradient_checkpoints_added: usize

Number of gradient checkpoints added

memory_pools_created: usize

Number of memory pools created

in_place_operations_applied: usize

Number of in-place operations applied

tensors_reused: usize

Number of tensors reused

lifetime_optimizations: usize

Number of lifetime optimizations

estimated_memory_savings: usize

Estimated memory savings (bytes)

Implementations

impl MemoryOptimizationReport

pub fn new() -> Self

Create a new optimization report

pub fn total_optimizations(&self) -> usize

Get total optimizations applied

pub fn print_summary(&self)

Print a summary of the memory optimization results

Trait Implementations

impl Clone for MemoryOptimizationReport

fn clone(&self) -> MemoryOptimizationReport

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MemoryOptimizationReport

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

Formats the value using the given formatter.

impl Default for MemoryOptimizationReport

fn default() -> MemoryOptimizationReport

Returns the “default value” for a type.