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SparseAnalyzer

torsh_sparse::nn::common::utils

Struct SparseAnalyzer

pub struct SparseAnalyzer;

Expand description

Sparse tensor analysis utilities

Implementations§

impl SparseAnalyzer

pub fn analyze_sparsity_pattern<T: SparseTensor>( tensor: &T, ) -> SparsePatternAnalysis

Analyze sparsity pattern distribution

pub fn recommend_optimizations(analysis: &SparsePatternAnalysis) -> Vec<String>

Recommend optimization strategies based on sparsity pattern

Auto Trait Implementations§

impl Freeze for SparseAnalyzer

impl RefUnwindSafe for SparseAnalyzer

impl Send for SparseAnalyzer

impl Sync for SparseAnalyzer

impl Unpin for SparseAnalyzer

impl UnsafeUnpin for SparseAnalyzer

impl UnwindSafe for SparseAnalyzer

Blanket Implementations§

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

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impl<T> Borrow<T> for T
where T: ?Sized,

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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
where ST: ?Sized, DT: ?Sized,

impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

impl<T> From<T> for T

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Returns the argument unchanged.

impl<T, U> Into<U> for T
where U: From<T>,

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Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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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

impl<T> Pointable for T

const ALIGN: usize

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type Init = T

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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more

unsafe fn drop(ptr: usize)

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

impl<T> Read<Exclusive, BecauseExclusive> for T
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impl<T, U> TryFrom<U> for T
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Performs the conversion.

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where U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.

impl<V, T> VZip<V> for T
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fn vzip(self) -> V