Quantize Options

class RangeScheme(value)[source]

Bases: str, Enum

An enumeration.

AUTO = 'auto'

MSE_MINIMIZER = 'mse_minimizer'

MIN_MAX = 'min_max'

class QuantizePrecision[source]

Bases: object

INT8 = 1

INT16 = 3

INT4 = 5

class QuantizeOptions(range_scheme: RangeScheme | None = RangeScheme.AUTO)[source]

Bases: object

Quantize options for the model.

Note

For details, see QuantizeOptions in QAI Hub API.

range_scheme: RangeScheme | None = 'auto'

to_cli_string() → str[source]