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TensorViewMut

Struct TensorViewMut 

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pub struct TensorViewMut<'a, T: TensorElement> { /* private fields */ }
Expand description

Mutable view into tensor data (zero-copy)

Provides read-write access to tensor data without copying. Only one mutable view can exist at a time (exclusive borrowing).

§Examples

let mut tensor = Tensor::from_vec(vec![1.0, 2.0, 3.0, 4.0], &[2, 2])?;
let mut view = tensor.view_mut();
view.fill(0.0);

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impl<'a, T: TensorElement> TensorViewMut<'a, T>

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pub fn new( data: &'a mut [T], shape: Shape, strides: Vec<usize>, offset: usize, ) -> Self

Create a new mutable tensor view from raw parts

§Arguments
  • data - Mutable reference to underlying buffer
  • shape - Shape of the view
  • strides - Strides for indexing
  • offset - Offset into parent buffer
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pub fn shape(&self) -> &Shape

Get the shape of the view

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

Get the strides of the view

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pub fn len(&self) -> usize

Get the number of elements in the view

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pub fn is_empty(&self) -> bool

Check if the view is empty

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

Get a reference to the underlying data slice

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pub fn data_mut(&mut self) -> &mut [T]

Get a mutable reference to the underlying data slice

For in-place SIMD operations, this provides direct buffer access.

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pub fn is_contiguous(&self) -> bool

Check if the view is contiguous in memory

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pub fn get(&self, index: usize) -> Result<&T>

Get element at flat index (zero-copy)

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pub fn get_mut(&mut self, index: usize) -> Result<&mut T>

Get mutable element at flat index (zero-copy)

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pub fn fill(&mut self, value: T)
where T: Copy,

Fill the view with a value (in-place)

§Arguments
  • value - Value to fill with
§Examples
let mut view = tensor.view_mut();
view.fill(0.0);
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pub fn iter(&self) -> TensorViewIter<'_, T>

Create an iterator over the view’s elements

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pub fn iter_mut(&mut self) -> TensorViewIterMut<'_, T>

Create a mutable iterator over the view’s elements

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impl<'a, T: Debug + TensorElement> Debug for TensorViewMut<'a, T>

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl<'a, T> !Freeze for TensorViewMut<'a, T>

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impl<'a, T> RefUnwindSafe for TensorViewMut<'a, T>
where T: RefUnwindSafe,

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impl<'a, T> Send for TensorViewMut<'a, T>

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impl<'a, T> Sync for TensorViewMut<'a, T>

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impl<'a, T> Unpin for TensorViewMut<'a, T>

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impl<'a, T> UnsafeUnpin for TensorViewMut<'a, T>

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impl<'a, T> !UnwindSafe for TensorViewMut<'a, T>

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<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> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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

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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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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably 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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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V