coreai_opt.config.spec.CompressionComponentFactoryBase¶

class coreai_opt.config.spec.CompressionComponentFactoryBase[source]¶

Bases: ABC

Abstract base class for compression component factories.

This factory provides a generic interface for creating compression components from CompressionSpec instances. Different compression techniques (quantization, palettization, etc.) should extend this base class to provide their specific implementations.

__init__()¶

Methods

`construct`(spec, target)	Create a compression component instance from a CompressionSpec.
`construct_partial`(spec, target)	Create a compression component partial object for deferred construction.

abstract classmethod construct(spec, target)[source]¶

Create a compression component instance from a CompressionSpec.

Parameters:

spec (CompressionSpec | None) – CompressionSpec instance containing configuration
target (CompressionTargetTensor) – The target tensor for compression (weight or activation)

Returns:

CompressionSimulatorBase instance configured from the spec

Return type:

CompressionSimulatorBase | None

abstract classmethod construct_partial(spec, target)[source]¶

Create a compression component partial object for deferred construction.

Parameters:

spec (CompressionSpec | None) – CompressionSpec instance containing configuration
target (CompressionTargetTensor) – The target tensor for compression (weight or activation)

Returns:

A partial object that can be used for deferred: construction of CompressionSimulatorBase instances.

Return type:

PartialConstructor