trustformers_models::performance_optimization

Struct GpuMemoryPool

pub struct GpuMemoryPool { /* private fields */ }

Expand description

Advanced GPU Memory Management

This module provides sophisticated GPU memory management capabilities for high-performance inference and training workloads. GPU Memory Pool for efficient allocation and deallocation

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impl GpuMemoryPool

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pub fn new(max_memory_limit: usize) -> Self

Create a new GPU memory pool with specified limit

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pub fn allocate(&mut self, size_bytes: usize) -> Result<GpuMemoryChunk>

Allocate memory from the pool

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pub fn deallocate(&mut self, chunk: GpuMemoryChunk) -> Result<()>

Deallocate memory back to the pool

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pub fn get_statistics(&self) -> GpuMemoryStats

Get memory pool statistics

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pub fn get_memory_usage_percentage(&self) -> f32

Get current memory usage as percentage of limit

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pub fn get_cache_efficiency(&self) -> f32

Get cache efficiency (hit rate)

Trait Implementations§

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impl Debug for GpuMemoryPool

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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 GpuMemoryPool

Blanket Implementations§

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T> Instrument for 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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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

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

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impl<T> IntoEither for T

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

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

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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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