Struct GPUOps

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pub struct GPUOps { /* private fields */ }

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GPU-accelerated operations

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impl GPUOps

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

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pub fn conv2d( &self, input: &GPUTensor, kernel: &GPUTensor, stride: (usize, usize), padding: (usize, usize), ) -> GPUTensor

Convolution 2D on GPU

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pub fn batch_norm( &self, input: &GPUTensor, gamma: &GPUTensor, beta: &GPUTensor, running_mean: &GPUTensor, running_var: &GPUTensor, eps: f32, ) -> GPUTensor

Batch normalization on GPU

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pub fn max_pool2d( &self, input: &GPUTensor, kernel_size: (usize, usize), stride: (usize, usize), ) -> GPUTensor

Max pooling 2D on GPU

Auto Trait Implementations§

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impl UnwindSafe for GPUOps

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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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where T: ?Sized,

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impl<T> From<T> for T

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Returns the argument unchanged.

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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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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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