Struct Tensor 

pub struct Tensor { /* private fields */ }

Implementations

impl Tensor

pub fn new(primal: DynTensor) -> Self

pub fn from_slice<T>(data: &[T], dims: &[usize]) -> Result<Self>

where T: DynTensorTyped + Copy,

pub fn scalar_type(&self) -> ScalarType

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

pub fn ndim(&self) -> usize

pub fn len(&self) -> usize

pub fn is_empty(&self) -> bool

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

pub fn is_dense(&self) -> bool

pub fn is_diag(&self) -> bool

pub fn requires_grad(&self) -> bool

pub fn with_requires_grad(self, enabled: bool) -> Self

pub fn detach(&self) -> Self

pub fn to_dense(&self) -> Result<Self>

pub fn grad(&self) -> Result<Option<Self>>

pub fn zero_grad(&self) -> Result<()>

pub fn backward(&self) -> Result<()>

pub fn backward_with_seed(&self, seed: &Self) -> Result<()>

pub fn shares_reverse_graph(&self, other: &Self) -> bool

pub fn add(&self, rhs: &Self) -> Result<Self>

pub fn exp(&self) -> Result<Self>

pub fn sum(&self) -> Result<Self>

pub fn einsum(subscripts: &str, operands: &[&Self]) -> Result<Self>

pub fn solve(&self, rhs: &Self) -> Result<Self>

pub fn lstsq(&self, rhs: &Self) -> Result<LstsqResult>

pub fn solve_triangular(&self, rhs: &Self, upper: bool) -> Result<Self>

pub fn det(&self) -> Result<Self>

pub fn inv(&self) -> Result<Self>

pub fn slogdet(&self) -> Result<SlogdetResult>

pub fn cholesky(&self) -> Result<Self>

pub fn lu(&self, pivot: LuPivot) -> Result<LuResult>

pub fn norm(&self, kind: NormKind) -> Result<Self>

pub fn vector_norm( &self, ord: VectorNormOrd, dim: Option<&[isize]>, keepdim: bool, ) -> Result<Self>

pub fn matrix_norm( &self, ord: MatrixNormOrd, dim: Option<(isize, isize)>, keepdim: bool, ) -> Result<Self>

pub fn qr(&self) -> Result<QrResult>

pub fn svd(&self, options: Option<SvdOptions>) -> Result<SvdResult>

pub fn eig(&self) -> Result<EigResult>

pub fn eigh(&self) -> Result<EighResult>

pub fn pinv(&self, rcond: Option<f64>) -> Result<Self>

pub fn matrix_exp(&self) -> Result<Self>

pub fn try_to_vec<T>(&self) -> Result<Vec<T>>

where T: DynTensorTyped + Copy,

pub fn try_get<T>(&self, index: &[usize]) -> Result<T>

where T: DynTensorTyped + Copy,

Trait Implementations

impl Debug for Tensor

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

Formats the value using the given formatter.

impl From<DynTensor> for Tensor

fn from(value: DynTensor) -> Self

Converts to this type from the input type.

impl<T> From<StructuredTensor<T>> for Tensor

where T: DynTensorTyped + Copy,

fn from(value: StructuredTensor<T>) -> Self

Converts to this type from the input type.

impl<T> From<Tensor<T>> for Tensor

where T: DynTensorTyped + Copy,

fn from(value: DenseTensor<T>) -> Self

Converts to this type from the input type.