Subscripts

Struct Subscripts 

pub struct Subscripts {
    pub inputs: Vec<Vec<u32>>,
    pub output: Vec<u32>,
}
Expand description

Einsum subscripts using integer labels (omeinsum-rs compatible).

Each dimension is represented by a u32 label. Labels shared across multiple input tensors are contracted (summed over). Labels present only in the output are free indices.

§Examples

use tenferro_einsum::Subscripts;

// Matrix multiplication: C_{ik} = Σ_j A_{ij} * B_{jk}
let subs = Subscripts::new(&[&[0, 1], &[1, 2]], &[0, 2]);
assert_eq!(subs.inputs.len(), 2);
assert_eq!(subs.output, vec![0, 2]);
use tenferro_einsum::Subscripts;

// Parse from string notation
let subs = Subscripts::parse("ij,jk->ik").unwrap();
assert_eq!(subs.inputs.len(), 2);

Fields§

§inputs: Vec<Vec<u32>>

Index labels for each input tensor.

§output: Vec<u32>

Index labels for the output tensor.

Implementations§

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impl Subscripts

pub fn new(inputs: &[&[u32]], output: &[u32]) -> Subscripts

Create subscripts from integer label arrays.

§Arguments
  • inputs — Index labels for each input tensor
  • output — Index labels for the output tensor

pub fn parse(notation: &str) -> Result<Subscripts, Error>

Parse subscripts from NumPy/PyTorch-style string notation.

Each Unicode alphanumeric character represents a dimension label. Labels are mapped to integer IDs via Unicode scalar values (char as u32). Input tensors are separated by commas, and -> separates inputs from the output.

Parentheses in the notation are accepted but stripped during parsing. To respect parenthesized contraction order, use [crate::NestedEinsum::parse] or pass the parenthesized string directly to crate::einsum.

§Examples
  • "ij,jk->ik" — matrix multiplication
  • "ii->i" — diagonal extraction
  • "ijk->" — full contraction (scalar result)
  • "ij,(jk,kl)->il" — contract B and C first, then with A
§Errors

Returns an error if the notation is malformed.

Trait Implementations§

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impl Clone for Subscripts

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fn clone(&self) -> Subscripts

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

Performs copy-assignment from source. Read more
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impl Debug for Subscripts

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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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🔬This is a nightly-only experimental API. (clone_to_uninit)
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