coreai_opt.config.CompressionSpec¶

class coreai_opt.config.CompressionSpec[source]¶

Bases: BaseModel

Base class for compression specifications.

This class provides common infrastructure for all compression techniques including quantization, palettization, pruning, and distillation.

All concrete compression specs (QuantizationSpec, PalettizationSpec, etc.) should inherit from this base class and set the _compression_type private attribute to identify their compression type.

model_config¶: Pydantic configuration making specs immutable (frozen=True) and rejecting extra fields (extra=”forbid”)

_compression_type¶: Private attribute that must be set by subclasses to identify the compression type

get_compression_type()[source]¶

Return the type of compression this spec represents.

This method reads from the _compression_type private attribute that must be set by each concrete subclass.

Returns:: CompressionType enum value
Return type:: CompressionType

Example

>>> spec = QuantizationSpec(...)
>>> spec.get_compression_type()
CompressionType.QUANTIZATION