Struct TensordotGeneral 

pub struct TensordotGeneral {
    lhs_permutation: Permutation,
    rhs_permutation: Permutation,
    tensordot_fixed_position: TensordotFixedPosition,
    output_permutation: Permutation,
}

Computes the tensor dot product of two tensors, with individual permutations of the LHS and RHS performed as necessary, as well as a final permutation of the output.

Examples that qualify for TensordotGeneral but not TensordotFixedPosition:

1. jik,jkl->il LHS tensor needs to be permuted jik->ijk
2. ijk,klm->imlj Output tensor needs to be permuted ijlm->imlj

Fields

lhs_permutation: Permutation

rhs_permutation: Permutation

tensordot_fixed_position: TensordotFixedPosition

output_permutation: Permutation

Implementations

impl TensordotGeneral

pub fn new(sc: &SizedContraction) -> Self

fn from_shapes_and_indices( lhs_shape: &[usize], rhs_shape: &[usize], lhs_indices: &[char], rhs_indices: &[char], contracted_indices: &[char], output_indices: &[char], ) -> Self

pub fn from_shapes_and_axis_numbers( lhs_shape: &[usize], rhs_shape: &[usize], lhs_axes: &[usize], rhs_axes: &[usize], output_order: &[usize], ) -> Self

Produces a TensordotGeneral from the shapes and list of axes to be contracted.

Wrapped by the public tensordot function and used by TensordotGeneral::new(). lhs_axes lists the axes from the lhs tensor to contract and rhs_axes lists the axes from the rhs tensor to contract.

Trait Implementations

impl Clone for TensordotGeneral

fn clone(&self) -> TensordotGeneral

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for TensordotGeneral

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

Formats the value using the given formatter.

impl<A> PairContractor<A> for TensordotGeneral

fn contract_pair<'a, 'b, 'c, 'd>( &self, lhs: &'b ArrayViewD<'a, A>, rhs: &'d ArrayViewD<'c, A>, ) -> ArrayD<A>

where A: Clone + LinalgScalar, 'a: 'b, 'c: 'd,

fn contract_and_assign_pair<'a, 'b, 'c, 'd, 'e, 'f>( &self, lhs: &'b ArrayViewD<'a, A>, rhs: &'d ArrayViewD<'c, A>, out: &'f mut ArrayViewMutD<'e, A>, )

where A: Clone + LinalgScalar, 'a: 'b, 'c: 'd, 'e: 'f,