Struct HoloTensorEncoder 

pub struct HoloTensorEncoder { /* private fields */ }

Encoder for HoloTensor (progressive tensor loading).

Supports three encoding schemes:

• Spectral: DCT-based, best for smooth weights (attention, embeddings)
• RandomProjection: Johnson-Lindenstrauss, good for dense layers
• LowRankDistributed: SVD-based, best for low-rank matrices

Example: encoder = HoloTensorEncoder(HolographicEncoding.Spectral, n_fragments=8) header_bytes, fragment_list = encoder.encode_2d(weights, 4096, 4096)

Trait Implementations

impl IntoPy<Py<PyAny>> for HoloTensorEncoder

fn into_py(self, py: Python<'_>) -> PyObject

Performs the conversion.

impl PyClass for HoloTensorEncoder

type Frozen = False

Whether the pyclass is frozen.

impl PyClassImpl for HoloTensorEncoder

const IS_BASETYPE: bool = false

#[pyclass(subclass)]

const IS_SUBCLASS: bool = false

#[pyclass(extends=…)]

const IS_MAPPING: bool = false

#[pyclass(mapping)]

const IS_SEQUENCE: bool = false

#[pyclass(sequence)]

type BaseType = PyAny

Base class

type ThreadChecker = SendablePyClass<HoloTensorEncoder>

This handles following two situations:

type PyClassMutability = <<PyAny as PyClassBaseType>::PyClassMutability as PyClassMutability>::MutableChild

Immutable or mutable

type Dict = PyClassDummySlot

Specify this class has #[pyclass(dict)] or not.

type WeakRef = PyClassDummySlot

Specify this class has #[pyclass(weakref)] or not.

type BaseNativeType = PyAny

The closest native ancestor. This is PyAny by default, and when you declare #[pyclass(extends=PyDict)], it’s PyDict.

fn items_iter() -> PyClassItemsIter

fn doc(py: Python<'_>) -> PyResult<&'static CStr>

Rendered class doc

fn lazy_type_object() -> &'static LazyTypeObject<Self>

fn dict_offset() -> Option<isize>

fn weaklist_offset() -> Option<isize>

impl PyClassNewTextSignature<HoloTensorEncoder> for PyClassImplCollector<HoloTensorEncoder>

fn new_text_signature(self) -> Option<&'static str>

impl<'a, 'py> PyFunctionArgument<'a, 'py> for &'a HoloTensorEncoder

type Holder = Option<PyRef<'py, HoloTensorEncoder>>

fn extract( obj: &'a Bound<'py, PyAny>, holder: &'a mut Self::Holder, ) -> PyResult<Self>

impl<'a, 'py> PyFunctionArgument<'a, 'py> for &'a mut HoloTensorEncoder

type Holder = Option<PyRefMut<'py, HoloTensorEncoder>>

fn extract( obj: &'a Bound<'py, PyAny>, holder: &'a mut Self::Holder, ) -> PyResult<Self>

impl PyMethods<HoloTensorEncoder> for PyClassImplCollector<HoloTensorEncoder>

fn py_methods(self) -> &'static PyClassItems

impl PyTypeInfo for HoloTensorEncoder

const NAME: &'static str = "HoloTensorEncoder"

Class name.

const MODULE: Option<&'static str> = ::core::option::Option::None

Module name, if any.

fn type_object_raw(py: Python<'_>) -> *mut PyTypeObject

Returns the PyTypeObject instance for this type.

fn type_object_bound(py: Python<'_>) -> Bound<'_, PyType>

Returns the safe abstraction over the type object.

fn is_type_of_bound(object: &Bound<'_, PyAny>) -> bool

Checks if object is an instance of this type or a subclass of this type.

fn is_exact_type_of_bound(object: &Bound<'_, PyAny>) -> bool

Checks if object is an instance of this type.

impl DerefToPyAny for HoloTensorEncoder