GpuArrayOps

sklears_utils::gpu_computing

Struct GpuArrayOps

pub struct GpuArrayOps;

Expand description

GPU array operations

Implementations§

impl GpuArrayOps

pub fn add_arrays( a: &[f32], b: &[f32], _device_id: u32, ) -> Result<Vec<f32>, GpuError>

Add two arrays on GPU

pub fn multiply_arrays( a: &[f32], b: &[f32], _device_id: u32, ) -> Result<Vec<f32>, GpuError>

Multiply two arrays on GPU

pub fn matrix_multiply( a: &[f32], b: &[f32], m: usize, n: usize, k: usize, _device_id: u32, ) -> Result<Vec<f32>, GpuError>

Matrix multiplication on GPU

pub fn apply_activation( input: &[f32], activation: ActivationFunction, _device_id: u32, ) -> Result<Vec<f32>, GpuError>

Apply activation function on GPU

pub fn reduce_sum(input: &[f32], _device_id: u32) -> Result<f32, GpuError>

Compute reduction on GPU

pub fn reduce_max(input: &[f32], _device_id: u32) -> Result<f32, GpuError>

Compute reduction max on GPU

Auto Trait Implementations§

impl Freeze for GpuArrayOps

impl RefUnwindSafe for GpuArrayOps

impl Send for GpuArrayOps

impl Sync for GpuArrayOps

impl Unpin for GpuArrayOps

impl UnwindSafe for GpuArrayOps

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

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