Struct tract_pulse::internal::tract_core::prelude::Tensor [−]
pub struct Tensor { /* fields omitted */ }Expand description
Tensor is a concrete tensor in tract.
Implementations
impl Tensor
impl Tensorpub unsafe fn uninitialized<T>(shape: &[usize]) -> Result<Tensor, Error> where
T: Datum,
pub unsafe fn uninitialized<T>(shape: &[usize]) -> Result<Tensor, Error> where
T: Datum, Create an uninitialized tensor (dt as type paramater).
pub unsafe fn uninitialized_dt(
dt: DatumType,
shape: &[usize]
) -> Result<Tensor, Error>
pub unsafe fn uninitialized_dt(
dt: DatumType,
shape: &[usize]
) -> Result<Tensor, Error>Create an uninitialized tensor (dt as regular parameter).
pub unsafe fn uninitialized_aligned<T>(
shape: &[usize],
alignment: usize
) -> Result<Tensor, Error> where
T: Datum,
pub unsafe fn uninitialized_aligned<T>(
shape: &[usize],
alignment: usize
) -> Result<Tensor, Error> where
T: Datum, Create an uninitialized tensor with a given alignment (in bytes).
pub unsafe fn uninitialized_aligned_dt(
dt: DatumType,
shape: &[usize],
alignment: usize
) -> Result<Tensor, Error>
pub unsafe fn uninitialized_aligned_dt(
dt: DatumType,
shape: &[usize],
alignment: usize
) -> Result<Tensor, Error>Create an uninitialized tensor with a given alignment (in bytes).
pub fn stack_tensors(
axis: usize,
tensors: &[impl Borrow<Tensor>]
) -> Result<Tensor, Error>
axis: usize,
tensors: &[impl Borrow<Tensor>]
) -> Result<Tensor, Error>
pub unsafe fn clear<T>(&mut self) where
T: Datum + Zero,
T: Datum + Zero,
pub fn zero<T>(shape: &[usize]) -> Result<Tensor, Error> where
T: Datum + Zero,
T: Datum + Zero,
pub fn zero_scalar<T>() -> Result<Tensor, Error> where
T: Datum + Zero,
T: Datum + Zero,
pub fn zero_scalar_dt(dt: DatumType) -> Result<Tensor, Error>
pub fn zero_dt(dt: DatumType, shape: &[usize]) -> Result<Tensor, Error>
pub fn zero_aligned_dt(
dt: DatumType,
shape: &[usize],
alignment: usize
) -> Result<Tensor, Error>
dt: DatumType,
shape: &[usize],
alignment: usize
) -> Result<Tensor, Error>
pub fn zero_aligned<T>(
shape: &[usize],
alignment: usize
) -> Result<Tensor, Error> where
T: Datum + Zero,
shape: &[usize],
alignment: usize
) -> Result<Tensor, Error> where
T: Datum + Zero,
pub unsafe fn from_raw<T>(
shape: &[usize],
content: &[u8]
) -> Result<Tensor, Error> where
T: Datum,
pub unsafe fn from_raw<T>(
shape: &[usize],
content: &[u8]
) -> Result<Tensor, Error> where
T: Datum, Create an tensor from raw data.
It copies the data, aligning it to the size of T.
pub unsafe fn from_raw_aligned<T>(
shape: &[usize],
content: &[u8],
align: usize
) -> Result<Tensor, Error> where
T: Datum,
shape: &[usize],
content: &[u8],
align: usize
) -> Result<Tensor, Error> where
T: Datum,
pub unsafe fn from_raw_dt(
dt: DatumType,
shape: &[usize],
content: &[u8]
) -> Result<Tensor, Error>
dt: DatumType,
shape: &[usize],
content: &[u8]
) -> Result<Tensor, Error>
pub unsafe fn from_raw_dt_align(
dt: DatumType,
shape: &[usize],
content: &[u8],
align: usize
) -> Result<Tensor, Error>
dt: DatumType,
shape: &[usize],
content: &[u8],
align: usize
) -> Result<Tensor, Error>
pub unsafe fn from_slice_align<T>(
content: &[T],
align: usize
) -> Result<Tensor, Error> where
T: Datum,
content: &[T],
align: usize
) -> Result<Tensor, Error> where
T: Datum,
pub unsafe fn set_shape_unchecked(&mut self, shape: &[usize])
pub unsafe fn set_shape_unchecked(&mut self, shape: &[usize])Force the tensor shape, no consistency check.
pub fn permute_axes(self, axes: &[usize]) -> Result<Tensor, Error>
pub fn insert_axis(&mut self, axis: usize) -> Result<(), Error>
pub fn remove_axis(&mut self, axis: usize) -> Result<(), Error>
pub fn broadcast_into_rank(self, rank: usize) -> Result<Tensor, Error>
pub fn broadcast_to_rank(&mut self, rank: usize) -> Result<(), Error>
pub fn broadcast_scalar_to_shape(
&self,
shape: &[usize]
) -> Result<Tensor, Error>
&self,
shape: &[usize]
) -> Result<Tensor, Error>
pub fn assign_slice(
&mut self,
range: impl RangeBounds<usize>,
src: &Tensor,
src_range: impl RangeBounds<usize>,
axis: usize
) -> Result<(), Error>
&mut self,
range: impl RangeBounds<usize>,
src: &Tensor,
src_range: impl RangeBounds<usize>,
axis: usize
) -> Result<(), Error>
pub unsafe fn assign_slice_unchecked(
&mut self,
range: impl RangeBounds<usize>,
src: &Tensor,
src_range: impl RangeBounds<usize>,
axis: usize
)
&mut self,
range: impl RangeBounds<usize>,
src: &Tensor,
src_range: impl RangeBounds<usize>,
axis: usize
)
pub fn datum_type(&self) -> DatumType
pub fn datum_type(&self) -> DatumTypeGet the datum type of the tensor.
pub unsafe fn set_datum_type(&mut self, dt: DatumType)
pub unsafe fn set_datum_type(&mut self, dt: DatumType)Set the datum type of the tensor.
pub fn dump(&self, force_full: bool) -> Result<String, Error>
pub fn dump(&self, force_full: bool) -> Result<String, Error>Dump the tensor in a human readable form.
force_full will force the tensor to be dump in full even if it is big.
pub fn close_enough(&self, other: &Tensor, approx: bool) -> Result<(), Error>
pub fn close_enough(&self, other: &Tensor, approx: bool) -> Result<(), Error>Compare two tensors, allowing for rounding errors.
pub fn into_array<D>(
self
) -> Result<ArrayBase<OwnedRepr<D>, Dim<IxDynImpl>>, Error> where
D: Datum,
pub fn into_array<D>(
self
) -> Result<ArrayBase<OwnedRepr<D>, Dim<IxDynImpl>>, Error> where
D: Datum, Transform the tensor into a ndarray::Array.
pub unsafe fn into_array_unchecked<D>(
self
) -> ArrayBase<OwnedRepr<D>, Dim<IxDynImpl>> where
D: Datum,
pub unsafe fn into_array_unchecked<D>(
self
) -> ArrayBase<OwnedRepr<D>, Dim<IxDynImpl>> where
D: Datum, Transform the tensor into a ndarray::Array.
pub fn to_array_view<D>(
&'a self
) -> Result<ArrayBase<ViewRepr<&'a D>, Dim<IxDynImpl>>, Error> where
D: Datum,
pub fn to_array_view<D>(
&'a self
) -> Result<ArrayBase<ViewRepr<&'a D>, Dim<IxDynImpl>>, Error> where
D: Datum, Transform the data as a ndarray::Array.
pub fn to_array_view_mut<D>(
&'a mut self
) -> Result<ArrayBase<ViewRepr<&'a mut D>, Dim<IxDynImpl>>, Error> where
D: Datum,
pub fn to_array_view_mut<D>(
&'a mut self
) -> Result<ArrayBase<ViewRepr<&'a mut D>, Dim<IxDynImpl>>, Error> where
D: Datum, Transform the data as a mutable ndarray::Array.
pub unsafe fn to_array_view_unchecked<D>(
&'a self
) -> ArrayBase<ViewRepr<&'a D>, Dim<IxDynImpl>> where
D: Datum,
pub unsafe fn to_array_view_unchecked<D>(
&'a self
) -> ArrayBase<ViewRepr<&'a D>, Dim<IxDynImpl>> where
D: Datum, Transform the data as a ndarray::Array.
pub unsafe fn to_array_view_mut_unchecked<D>(
&'a mut self
) -> ArrayBase<ViewRepr<&'a mut D>, Dim<IxDynImpl>> where
D: Datum,
pub unsafe fn to_array_view_mut_unchecked<D>(
&'a mut self
) -> ArrayBase<ViewRepr<&'a mut D>, Dim<IxDynImpl>> where
D: Datum, Transform the data as a mutable ndarray::Array.
pub unsafe fn as_ptr_unchecked<D>(&self) -> *const D where
D: Datum,
pub unsafe fn as_ptr_unchecked<D>(&self) -> *const D where
D: Datum, Access the data as a pointer.
pub unsafe fn as_ptr_mut_unchecked<D>(&mut self) -> *mut D where
D: Datum,
pub unsafe fn as_ptr_mut_unchecked<D>(&mut self) -> *mut D where
D: Datum, Access the data as a pointer.
pub fn as_ptr_mut<D>(&mut self) -> Result<*mut D, Error> where
D: Datum,
pub fn as_ptr_mut<D>(&mut self) -> Result<*mut D, Error> where
D: Datum, Access the data as a mutable pointer.
pub fn as_slice_mut<D>(&mut self) -> Result<&mut [D], Error> where
D: Datum,
pub fn as_slice_mut<D>(&mut self) -> Result<&mut [D], Error> where
D: Datum, Access the data as a mutable slice.
pub unsafe fn as_slice_unchecked<D>(&self) -> &[D]ⓘ where
D: Datum,
pub unsafe fn as_slice_unchecked<D>(&self) -> &[D]ⓘ where
D: Datum, Access the data as a slice.
pub unsafe fn as_slice_mut_unchecked<D>(&mut self) -> &mut [D]ⓘ where
D: Datum,
pub unsafe fn as_slice_mut_unchecked<D>(&mut self) -> &mut [D]ⓘ where
D: Datum, Access the data as a mutable slice.
pub unsafe fn to_scalar_unchecked<D>(&'a self) -> &'a D where
D: Datum,
pub unsafe fn to_scalar_unchecked<D>(&'a self) -> &'a D where
D: Datum, Access the data as a scalar.
pub unsafe fn as_bytes(&self) -> &[u8]ⓘ
pub unsafe fn as_bytes_mut(&mut self) -> &mut [u8]ⓘ
pub fn is_uniform(&self) -> bool
pub fn as_uniform(&self) -> Option<Tensor>
pub fn cast_to<D>(&self) -> Result<Cow<'_, Tensor>, Error> where
D: Datum,
pub fn cast_to<D>(&self) -> Result<Cow<'_, Tensor>, Error> where
D: Datum, Optionnaly convert data to a tensor for a new DatumType.
pub fn cast_to_dt(&self, dt: DatumType) -> Result<Cow<'_, Tensor>, Error>
pub fn cast_to_dt(&self, dt: DatumType) -> Result<Cow<'_, Tensor>, Error>Optionnaly convert data to a tensor for a new DatumType.
pub fn cast_to_scalar<D>(&self) -> Result<D, Error> where
D: Datum + Copy,
pub fn cast_to_scalar<D>(&self) -> Result<D, Error> where
D: Datum + Copy, Access the data as a scalar, after a cast.
pub fn nth(&self, nth: usize) -> Result<Tensor, Error>
pub fn nth(&self, nth: usize) -> Result<Tensor, Error>Access the nth element of the tensor, returned as a 0-rank Tensor
pub fn deep_clone(&self) -> Tensor
pub fn slice(
&self,
axis: usize,
start: usize,
end: usize
) -> Result<Tensor, Error>
&self,
axis: usize,
start: usize,
end: usize
) -> Result<Tensor, Error>
pub fn view(&self) -> TensorView<'_>
pub fn view_at_prefix(&self, prefix: &[usize]) -> Result<TensorView<'_>, Error>
pub fn view_mut(&mut self) -> TensorView<'_>
pub fn view_at_prefix_mut(
&mut self,
prefix: &[usize]
) -> Result<TensorView<'_>, Error>
&mut self,
prefix: &[usize]
) -> Result<TensorView<'_>, Error>
Trait Implementations
impl From<Tensor> for AttrOrInput
impl From<Tensor> for AttrOrInputpub fn from(t: Tensor) -> AttrOrInput
pub fn from(t: Tensor) -> AttrOrInputPerforms the conversion.
impl IntoArcTensor for Tensor
impl IntoArcTensor for Tensorpub fn into_arc_tensor(self) -> Arc<Tensor>
pub fn into_arc_tensor(self) -> Arc<Tensor>Convert Self to a Arc
impl Send for Tensor
impl Sync for Tensor
Auto Trait Implementations
Blanket Implementations
impl<T> BorrowMut<T> for T where
T: ?Sized, [src]
impl<T> BorrowMut<T> for T where
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impl<T> Downcast for T where
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impl<T> Downcast for T where
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T: ?Sized,
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&'a mut self,
func: impl FnOnce(&'a mut B) -> R
) -> R where
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&'a mut self,
func: impl FnOnce(&'a mut B) -> R
) -> R where
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&'a mut self,
func: impl FnOnce(&'a mut T) -> R
) -> R where
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T: 'a,
R: 'a,
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&'a mut self,
func: impl FnOnce(&'a mut T) -> R
) -> R where
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&'a mut self,
func: impl FnOnce(&'a mut Self::Target) -> R
) -> R where
Self: DerefMut,
R: 'a,
fn pipe_deref_mut<'a, R>(
&'a mut self,
func: impl FnOnce(&'a mut Self::Target) -> R
) -> R where
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impl<T> PipeRef for Timpl<T> Tap for T
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fn tap_dbg(self, func: impl FnOnce(&Self)) -> Self
fn tap_dbg(self, func: impl FnOnce(&Self)) -> SelfCalls .tap() only in debug builds, and is erased in release builds.
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Self: Borrow<B>,
B: ?Sized,
fn tap_borrow_dbg<B>(self, func: impl FnOnce(&B)) -> Self where
Self: Borrow<B>,
B: ?Sized, Calls .tap_borrow() only in debug builds, and is erased in release
builds. Read more
fn tap_borrow_mut_dbg<B>(self, func: impl FnOnce(&mut B)) -> Self where
Self: BorrowMut<B>,
B: ?Sized,
fn tap_borrow_mut_dbg<B>(self, func: impl FnOnce(&mut B)) -> Self where
Self: BorrowMut<B>,
B: ?Sized, Calls .tap_borrow_mut() only in debug builds, and is erased in release
builds. Read more
fn tap_ref_dbg<R>(self, func: impl FnOnce(&R)) -> Self where
Self: AsRef<R>,
R: ?Sized,
fn tap_ref_dbg<R>(self, func: impl FnOnce(&R)) -> Self where
Self: AsRef<R>,
R: ?Sized, Calls .tap_ref() only in debug builds, and is erased in release
builds. Read more
fn tap_ref_mut_dbg<R>(self, func: impl FnOnce(&mut R)) -> Self where
Self: AsMut<R>,
R: ?Sized,
fn tap_ref_mut_dbg<R>(self, func: impl FnOnce(&mut R)) -> Self where
Self: AsMut<R>,
R: ?Sized, Calls .tap_ref_mut() only in debug builds, and is erased in release
builds. Read more
impl<T> Tap for T
impl<T> Tap for Tfn tap<F, R>(self, func: F) -> Self where
F: FnOnce(&Self) -> R,
fn tap<F, R>(self, func: F) -> Self where
F: FnOnce(&Self) -> R, Provides immutable access for inspection. Read more
fn tap_dbg<F, R>(self, func: F) -> Self where
F: FnOnce(&Self) -> R,
fn tap_dbg<F, R>(self, func: F) -> Self where
F: FnOnce(&Self) -> R, Calls tap in debug builds, and does nothing in release builds.
fn tap_mut<F, R>(self, func: F) -> Self where
F: FnOnce(&mut Self) -> R,
fn tap_mut<F, R>(self, func: F) -> Self where
F: FnOnce(&mut Self) -> R, Provides mutable access for modification. Read more
fn tap_mut_dbg<F, R>(self, func: F) -> Self where
F: FnOnce(&mut Self) -> R,
fn tap_mut_dbg<F, R>(self, func: F) -> Self where
F: FnOnce(&mut Self) -> R, Calls tap_mut in debug builds, and does nothing in release builds.
impl<T, U> TapAsRef<U> for T where
U: ?Sized,
impl<T, U> TapAsRef<U> for T where
U: ?Sized, fn tap_ref<F, R>(self, func: F) -> Self where
Self: AsRef<T>,
F: FnOnce(&T) -> R,
fn tap_ref<F, R>(self, func: F) -> Self where
Self: AsRef<T>,
F: FnOnce(&T) -> R, Provides immutable access to the reference for inspection.
fn tap_ref_dbg<F, R>(self, func: F) -> Self where
Self: AsRef<T>,
F: FnOnce(&T) -> R,
fn tap_ref_dbg<F, R>(self, func: F) -> Self where
Self: AsRef<T>,
F: FnOnce(&T) -> R, Calls tap_ref in debug builds, and does nothing in release builds.
fn tap_ref_mut<F, R>(self, func: F) -> Self where
Self: AsMut<T>,
F: FnOnce(&mut T) -> R,
fn tap_ref_mut<F, R>(self, func: F) -> Self where
Self: AsMut<T>,
F: FnOnce(&mut T) -> R, Provides mutable access to the reference for modification.
fn tap_ref_mut_dbg<F, R>(self, func: F) -> Self where
Self: AsMut<T>,
F: FnOnce(&mut T) -> R,
fn tap_ref_mut_dbg<F, R>(self, func: F) -> Self where
Self: AsMut<T>,
F: FnOnce(&mut T) -> R, Calls tap_ref_mut in debug builds, and does nothing in release builds.
impl<T, U> TapBorrow<U> for T where
U: ?Sized,
impl<T, U> TapBorrow<U> for T where
U: ?Sized, fn tap_borrow<F, R>(self, func: F) -> Self where
Self: Borrow<T>,
F: FnOnce(&T) -> R,
fn tap_borrow<F, R>(self, func: F) -> Self where
Self: Borrow<T>,
F: FnOnce(&T) -> R, Provides immutable access to the borrow for inspection. Read more
fn tap_borrow_dbg<F, R>(self, func: F) -> Self where
Self: Borrow<T>,
F: FnOnce(&T) -> R,
fn tap_borrow_dbg<F, R>(self, func: F) -> Self where
Self: Borrow<T>,
F: FnOnce(&T) -> R, Calls tap_borrow in debug builds, and does nothing in release builds.
fn tap_borrow_mut<F, R>(self, func: F) -> Self where
Self: BorrowMut<T>,
F: FnOnce(&mut T) -> R,
fn tap_borrow_mut<F, R>(self, func: F) -> Self where
Self: BorrowMut<T>,
F: FnOnce(&mut T) -> R, Provides mutable access to the borrow for modification.
fn tap_borrow_mut_dbg<F, R>(self, func: F) -> Self where
Self: BorrowMut<T>,
F: FnOnce(&mut T) -> R,
fn tap_borrow_mut_dbg<F, R>(self, func: F) -> Self where
Self: BorrowMut<T>,
F: FnOnce(&mut T) -> R, Calls tap_borrow_mut in debug builds, and does nothing in release
builds. Read more
impl<T> TapDeref for T
impl<T> TapDeref for Tfn tap_deref<F, R>(self, func: F) -> Self where
Self: Deref,
F: FnOnce(&Self::Target) -> R,
fn tap_deref<F, R>(self, func: F) -> Self where
Self: Deref,
F: FnOnce(&Self::Target) -> R, Immutably dereferences self for inspection.
fn tap_deref_dbg<F, R>(self, func: F) -> Self where
Self: Deref,
F: FnOnce(&Self::Target) -> R,
fn tap_deref_dbg<F, R>(self, func: F) -> Self where
Self: Deref,
F: FnOnce(&Self::Target) -> R, Calls tap_deref in debug builds, and does nothing in release builds.
fn tap_deref_mut<F, R>(self, func: F) -> Self where
Self: DerefMut,
F: FnOnce(&mut Self::Target) -> R,
fn tap_deref_mut<F, R>(self, func: F) -> Self where
Self: DerefMut,
F: FnOnce(&mut Self::Target) -> R, Mutably dereferences self for modification.
fn tap_deref_mut_dbg<F, R>(self, func: F) -> Self where
Self: DerefMut,
F: FnOnce(&mut Self::Target) -> R,
fn tap_deref_mut_dbg<F, R>(self, func: F) -> Self where
Self: DerefMut,
F: FnOnce(&mut Self::Target) -> R, Calls tap_deref_mut in debug builds, and does nothing in release
builds. Read more
impl<T> ToOwned for T where
T: Clone, [src]
impl<T> ToOwned for T where
T: Clone, [src]type Owned = T
type Owned = TThe resulting type after obtaining ownership.
pub fn to_owned(&self) -> T[src]
pub fn to_owned(&self) -> T[src]Creates owned data from borrowed data, usually by cloning. Read more
pub fn clone_into(&self, target: &mut T)[src]
pub fn clone_into(&self, target: &mut T)[src]🔬 This is a nightly-only experimental API. (toowned_clone_into)
recently added
Uses borrowed data to replace owned data, usually by cloning. Read more