Struct HoloTensorEncoder 

pub struct HoloTensorEncoder { /* private fields */ }

Holographic tensor encoder.

Encodes tensors into holographic fragments using the selected encoding scheme.

Implementations

impl HoloTensorEncoder

pub fn new(encoding: HolographicEncoding) -> Self

Create encoder with specified encoding scheme.

pub fn with_fragments(self, n: u16) -> Self

Set number of fragments.

pub fn with_seed(self, seed: u64) -> Self

Set seed for deterministic encoding.

pub fn with_compression(self, algo: CompressionAlgorithm) -> Self

Set compression algorithm for fragments.

pub fn with_essential_ratio(self, ratio: f32) -> Self

Set essential ratio for spectral encoding.

pub fn with_max_rank(self, rank: usize) -> Self

Set max rank for LRDF encoding.

pub fn encode_nd( &self, data: &[f32], shape: &[usize], ) -> Result<(HoloTensorHeader, Vec<HoloFragment>)>

Encode n-dimensional tensor with arbitrary shape.

Preserves the original shape in the header while internally flattening to 2D for encoding.

Arguments

• data - Flattened tensor data
• shape - Original tensor shape (e.g., [256] for 1D, [8, 8] for 2D)

Example

// Encode 1D layernorm weights with shape preservation
let weights = vec![0.1f32; 576];
let (header, fragments) = encoder.encode_nd(&weights, &[576])?;
assert_eq!(header.shape, vec![576]); // Shape preserved!

pub fn encode_2d( &self, data: &[f32], rows: usize, cols: usize, ) -> Result<(HoloTensorHeader, Vec<HoloFragment>)>

Encode 2D tensor (matrix).

pub fn encode_1d( &self, data: &[f32], ) -> Result<(HoloTensorHeader, Vec<HoloFragment>)>

Encode 1D tensor (vector).

Preserves the original 1D shape in the header (e.g., [576] instead of [1, 576]).