Struct JITGraphLayer

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pub struct JITGraphLayer {
    pub base_layer: Box<dyn GraphLayer>,
    pub compiler: GraphJITCompiler,
    pub compiled_ops: HashMap<String, CompiledKernel>,
    pub jit_enabled: bool,
}

Expand description

JIT-optimized graph layer that automatically compiles operations

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§base_layer: Box<dyn GraphLayer>

Underlying layer implementation

§compiler: GraphJITCompiler

JIT compiler instance

§compiled_ops: HashMap<String, CompiledKernel>

Cached compiled operations

§jit_enabled: bool

Enable/disable JIT compilation

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impl JITGraphLayer

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pub fn new(base_layer: Box<dyn GraphLayer>) -> Self

Create a new JIT-optimized layer

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pub fn set_jit_enabled(&mut self, enabled: bool)

Enable or disable JIT compilation

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pub fn warmup(&mut self, input_shapes: &[Vec<usize>]) -> Result<(), JITError>

Warmup compilation for expected input shapes

Trait Implementations§

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impl Debug for JITGraphLayer

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

Formats the value using the given formatter. Read more

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impl GraphLayer for JITGraphLayer

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fn forward(&self, graph: &GraphData) -> GraphData

Forward pass through the layer

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fn parameters(&self) -> Vec<Tensor>

Get layer parameters

Auto Trait Implementations§

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impl !UnwindSafe for JITGraphLayer

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, 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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