Struct GpuTensorOps

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pub struct GpuTensorOps { /* private fields */ }

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GPU tensor operations

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impl GpuTensorOps

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pub fn new(context: Arc<GpuContext>) -> Self

Create new GPU tensor operations

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pub fn matmul( &self, a: &Array2<Float>, b: &Array2<Float>, ) -> Result<Array2<Float>>

Matrix multiplication on GPU

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pub fn elementwise_add( &self, a: &Array2<Float>, b: &Array2<Float>, ) -> Result<Array2<Float>>

Element-wise operations on GPU

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pub fn reduce_sum( &self, array: &Array2<Float>, axis: Option<usize>, ) -> Result<Array1<Float>>

Reduction operations on GPU

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pub fn softmax(&self, array: &Array2<Float>) -> Result<Array2<Float>>

Softmax on GPU

Auto Trait Implementations§

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impl UnwindSafe for GpuTensorOps

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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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impl<T> From<T> for T

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fn into(self) -> U

Calls U::from(self).

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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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