StructuredStorage

Struct StructuredStorage 

pub struct StructuredStorage<T> { /* private fields */ }
Expand description

Structured tensor snapshot storage.

data and strides describe the payload tensor, while axis_classes describes how logical axes map onto payload axes. Logical flat-buffer semantics are column-major.

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impl<T> StructuredStorage<T>

pub fn new( data: Vec<T>, payload_dims: Vec<usize>, strides: Vec<isize>, axis_classes: Vec<usize>, ) -> Result<StructuredStorage<T>, Error>

Creates a structured payload snapshot from explicit payload metadata.

payload_dims and strides describe the compressed payload tensor, while axis_classes maps logical axes onto payload axes in canonical first-appearance order.

pub fn from_dense_col_major( data: Vec<T>, logical_dims: &[usize], ) -> StructuredStorage<T>

Creates a dense structured snapshot from column-major logical data.

pub fn from_diag_col_major( diag_data: Vec<T>, logical_rank: usize, ) -> StructuredStorage<T>

Creates a diagonal structured snapshot from column-major diagonal data.

pub fn data(&self) -> &[T]

Returns the owned payload buffer.

pub fn payload_dims(&self) -> &[usize]

Returns the payload tensor dimensions.

pub fn strides(&self) -> &[isize]

Returns the payload tensor strides.

pub fn axis_classes(&self) -> &[usize]

Returns the canonical logical-to-payload axis classes.

pub fn logical_dims(&self) -> Vec<usize>

Returns the logical dimensions derived from payload_dims and axis_classes.

pub fn logical_rank(&self) -> usize

Returns the logical rank.

pub fn is_dense(&self) -> bool

Returns true when the logical tensor is dense.

pub fn is_diag(&self) -> bool

Returns true when the logical tensor is diagonal.

pub fn len(&self) -> usize

Returns the payload buffer length.

pub fn is_empty(&self) -> bool

Returns true when the payload buffer is empty.

pub fn dense_col_major_view_if_contiguous(&self) -> Option<&[T]>

Returns a borrowed view when the logical tensor is dense and the payload is already stored contiguously in column-major order.

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impl<T> StructuredStorage<T>
where T: Clone,

pub fn payload_col_major_vec(&self) -> Vec<T>

Materializes the payload tensor as a contiguous column-major buffer.

pub fn permute_logical_axes(&self, perm: &[usize]) -> StructuredStorage<T>

Returns a copy of the storage with logical axes permuted.

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impl<T> StructuredStorage<T>
where T: Copy,

pub fn map_copy<U>(&self, f: impl FnMut(T) -> U) -> StructuredStorage<U>

Maps payload elements while preserving payload metadata and axis classes.

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impl<T> StructuredStorage<T>
where T: Copy + Default,

pub fn logical_dense_col_major_vec(&self) -> Vec<T>

Materializes the logical tensor as a contiguous column-major dense buffer.

Repeated entries in axis_classes encode equality constraints between logical axes. Logical indices that violate those constraints are structural zeros in the dense materialization.

Trait Implementations§

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impl<T> Clone for StructuredStorage<T>
where T: Clone,

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fn clone(&self) -> StructuredStorage<T>

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl<T> Debug for StructuredStorage<T>
where T: Debug,

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fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter. Read more
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impl<T> PartialEq for StructuredStorage<T>
where T: PartialEq,

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fn eq(&self, other: &StructuredStorage<T>) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl<T> StructuralPartialEq for StructuredStorage<T>

Auto Trait Implementations§

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impl<T> Freeze for StructuredStorage<T>

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impl<T> RefUnwindSafe for StructuredStorage<T>
where T: RefUnwindSafe,

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impl<T> Send for StructuredStorage<T>
where T: Send,

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impl<T> Sync for StructuredStorage<T>
where T: Sync,

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impl<T> Unpin for StructuredStorage<T>
where T: Unpin,

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impl<T> UnwindSafe for StructuredStorage<T>
where T: UnwindSafe,

Blanket Implementations§

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<U> As for U

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fn as_<T>(self) -> T
where T: CastFrom<U>,

Casts self to type T. The semantics of numeric casting with the as operator are followed, so <T as As>::as_::<U> can be used in the same way as T as U for numeric conversions. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> ByRef<T> for T

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fn by_ref(&self) -> &T

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impl<T> ByRef<T> for T

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fn by_ref(&self) -> &T

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> DistributionExt for T
where T: ?Sized,

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fn rand<T>(&self, rng: &mut (impl Rng + ?Sized)) -> T
where Self: Distribution<T>,

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

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fn rand<T>(&self, rng: &mut (impl Rng + ?Sized)) -> T
where Self: Distribution<T>,

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fn from(t: T) -> 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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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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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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Dereferences the given pointer. Read more
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Drops the object pointed to by the given pointer. Read more
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The resulting type after obtaining ownership.
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Uses borrowed data to replace owned data, usually by cloning. Read more
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type Error = Infallible

The type returned in the event of a conversion error.
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Performs the conversion.
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impl<T> MaybeSync for T