Struct MetalKernelGenerator

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pub struct MetalKernelGenerator { /* private fields */ }

Expand description

Metal kernel generator

Generates Metal Shading Language (MSL) code for Apple GPUs. Supports macOS 10.15+, iOS 13+, and Apple Silicon.

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impl MetalKernelGenerator

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pub fn new(device_family: String) -> Self

Create a new Metal kernel generator

§Arguments

device_family - Metal GPU family (e.g., “apple7” for M1)

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pub fn set_mps(&mut self, enable: bool)

Enable or disable Metal Performance Shaders integration

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pub fn generate_metal(&self, graph: &ComputationGraph) -> JitResult<String>

Generate Metal Shading Language code for the computation graph

Future implementation will:

Generate optimized MSL kernels for each operation
Integrate with Metal Performance Shaders for standard ops
Utilize tile memory for data reuse
Emit SIMD-group operations for reduction
Generate ANE-compatible operations when possible

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pub fn estimate_threadgroup_size( &self, graph: &ComputationGraph, ) -> ThreadgroupSize

Estimate threadgroup size for a graph

Auto Trait Implementations§

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impl UnwindSafe for MetalKernelGenerator

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

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impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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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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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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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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