Enum MemoryAllocationStrategy 

pub enum MemoryAllocationStrategy {
    Static {
        allocation_per_node_mb: u64,
    },
    Dynamic {
        target_utilization: f32,
        adjustment_factor: f32,
    },
    Balanced {
        rebalance_threshold: f32,
    },
    Priority {
        priority_weights: HashMap<String, f32>,
    },
    Elastic {
        base_allocation_mb: u64,
        max_overflow_mb: u64,
    },
    Adaptive {
        learning_rate: f32,
        adaptation_window: usize,
    },
}

Memory allocation strategies for distributed training

Variants

Static

Static allocation based on model size

Fields

allocation_per_node_mb: u64

Dynamic

Dynamic allocation based on current memory pressure

Fields

target_utilization: f32

adjustment_factor: f32

Balanced

Balanced allocation across nodes

Fields

rebalance_threshold: f32

Priority

Priority-based allocation

Fields

priority_weights: HashMap<String, f32>

Elastic

Elastic allocation with overflow handling

Fields

base_allocation_mb: u64

max_overflow_mb: u64

Adaptive

Adaptive allocation based on workload patterns

Fields

learning_rate: f32

adaptation_window: usize

Trait Implementations

impl Clone for MemoryAllocationStrategy

fn clone(&self) -> MemoryAllocationStrategy

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MemoryAllocationStrategy

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

Formats the value using the given formatter.

impl Default for MemoryAllocationStrategy

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for MemoryAllocationStrategy

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for MemoryAllocationStrategy

fn eq(&self, other: &MemoryAllocationStrategy) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for MemoryAllocationStrategy

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for MemoryAllocationStrategy