Struct GpuKernel

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pub struct GpuKernel { /* private fields */ }

Expand description

GPU-accelerated kernel function wrapper

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impl GpuKernel

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pub fn new(kernel_type: KernelType, use_gpu: bool) -> Self

Create a new GPU-accelerated kernel

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pub async fn init_gpu(&mut self) -> GpuKernelResult<()>

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pub async fn compute_matrix( &self, x: &Array2<f32>, y: &Array2<f32>, ) -> Array2<f32>

Compute kernel matrix with GPU acceleration if available

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pub fn compute_cpu_kernel_matrix( &self, x: &Array2<f32>, y: &Array2<f32>, ) -> Array2<f32>

Compute kernel matrix on CPU

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pub fn is_gpu_available(&self) -> bool

Check if GPU is available and initialized

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pub fn device_info(&self) -> String

Get device information

Auto Trait Implementations§

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impl UnwindSafe for GpuKernel

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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
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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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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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