Struct ExecutionStrategy 

pub struct ExecutionStrategy {
    pub mode: ExecutionMode,
    pub gradient: GradientStrategy,
    pub precision: PrecisionMode,
    pub memory: MemoryStrategy,
    pub parallelism: ParallelismStrategy,
    pub enable_fusion: bool,
    pub enable_profiling: bool,
}

Complete execution strategy configuration

Fields

mode: ExecutionMode

gradient: GradientStrategy

precision: PrecisionMode

memory: MemoryStrategy

parallelism: ParallelismStrategy

enable_fusion: bool

enable_profiling: bool

Implementations

impl ExecutionStrategy

pub fn new() -> Self

Create a new execution strategy with defaults

pub fn training() -> Self

Training strategy with full gradients and profiling

pub fn inference() -> Self

Inference strategy optimized for speed

pub fn memory_efficient() -> Self

Memory-efficient strategy for large models

pub fn high_throughput() -> Self

High-throughput strategy for batch processing

pub fn debug() -> Self

Development/debugging strategy with profiling enabled

pub fn with_mode(self, mode: ExecutionMode) -> Self

pub fn with_gradient(self, gradient: GradientStrategy) -> Self

pub fn with_precision(self, precision: PrecisionMode) -> Self

pub fn with_memory(self, memory: MemoryStrategy) -> Self

pub fn with_parallelism(self, parallelism: ParallelismStrategy) -> Self

pub fn enable_fusion(self) -> Self

pub fn enable_profiling(self) -> Self

pub fn computes_gradients(&self) -> bool

Check if gradient computation is enabled

pub fn uses_checkpointing(&self) -> bool

Check if strategy uses checkpointing

pub fn is_inference_mode(&self) -> bool

Check if strategy is optimized for inference

pub fn checkpoint_interval(&self) -> Option<usize>

Get checkpoint interval if using checkpointing

pub fn accumulation_steps(&self) -> Option<usize>

Get gradient accumulation steps if using accumulation

pub fn num_workers(&self) -> usize

Get number of parallel workers

pub fn summary(&self) -> String

Summary description of the strategy

Trait Implementations

impl Clone for ExecutionStrategy

fn clone(&self) -> ExecutionStrategy

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ExecutionStrategy

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

Formats the value using the given formatter.

impl Default for ExecutionStrategy

fn default() -> Self

Returns the “default value” for a type.