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BasicOps

tenflowers_core::simd::basic_ops

Struct BasicOps

pub struct BasicOps;

Expand description

Basic SIMD-optimized element-wise operations

Implementations§

impl BasicOps

pub fn add_f32_unchecked(a: &[f32], b: &[f32], result: &mut [f32])

Fast inline element-wise addition without bounds checking (for hot paths)

pub fn add_f32_optimized(a: &[f32], b: &[f32], result: &mut [f32]) -> Result<()>

Element-wise addition with SciRS2-Core SIMD auto-vectorization (safe version)

pub fn mul_f32_unchecked(a: &[f32], b: &[f32], result: &mut [f32])

Fast inline element-wise multiplication without bounds checking (for hot paths)

pub fn mul_f32_optimized(a: &[f32], b: &[f32], result: &mut [f32]) -> Result<()>

Element-wise multiplication with optimization hints for f32 tensors (safe version)

pub fn sub_f32_unchecked(a: &[f32], b: &[f32], result: &mut [f32])

Fast inline element-wise subtraction without bounds checking (for hot paths)

pub fn sub_f32_optimized(a: &[f32], b: &[f32], result: &mut [f32]) -> Result<()>

Element-wise subtraction with optimization hints for f32 tensors (safe version)

pub fn fma_f32_unchecked(a: &[f32], b: &[f32], c: &[f32], result: &mut [f32])

Ultra-high-performance fused multiply-add operation (a * b + c)

pub fn batch_add_f32( batches: &[(&[f32], &[f32])], results: &mut [&mut [f32]], ) -> Result<()>

Batch vector operations with memory-friendly access patterns

pub fn add_f32_auto(a: &[f32], b: &[f32], result: &mut [f32]) -> Result<()>

Auto-select the best implementation based on input characteristics

Auto Trait Implementations§

impl Freeze for BasicOps

impl RefUnwindSafe for BasicOps

impl Send for BasicOps

impl Sync for BasicOps

impl Unpin for BasicOps

impl UnsafeUnpin for BasicOps

impl UnwindSafe for BasicOps

Blanket Implementations§

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

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impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
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impl<T, U> Into<U> for T
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Calls U::from(self).

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type Init = T

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Dereferences the given pointer. Read more

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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

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