trustformers_models::performance_optimization

Struct DynamicBatchManager

pub struct DynamicBatchManager { /* private fields */ }

Expand description

Dynamic batch manager

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impl DynamicBatchManager

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pub fn new(strategy: BatchingStrategy) -> Self

Create a new dynamic batch manager

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pub fn record_latency(&mut self, latency_ms: f64)

Record latency for adaptive batching

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pub fn add_tensor(&mut self, tensor: Tensor, priority: usize) -> Result<()>

Add a tensor to the pending queue with priority

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pub fn get_next_batch(&mut self) -> Result<Option<Vec<Tensor>>>

Get the next optimal batch based on the strategy

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pub fn pending_count(&self) -> usize

Get number of pending tensors

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pub fn current_batch_size(&self) -> usize

Get current batch size for adaptive strategies

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pub fn average_latency(&self) -> f64

Get average latency for performance analysis

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pub fn get_batch_statistics(&self) -> BatchStatistics

Get batch processing statistics

Trait Implementations§

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impl Debug for DynamicBatchManager

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for DynamicBatchManager

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impl<T> Any for T
where T: 'static + ?Sized,

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Gets the TypeId of self. Read more

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where T: ?Sized,

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impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut T

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impl<T> From<T> for T

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fn from(t: T) -> T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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fn into_either(self, into_left: bool) -> Either<Self, Self>

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where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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