Optimization

IncOptimizer

class optimum.intel.IncOptimizer

< >

( model: PreTrainedModel quantizer: typing.Optional[optimum.intel.neural_compressor.quantization.IncQuantizer] = None pruner: typing.Optional[optimum.intel.neural_compressor.pruning.IncPruner] = None distiller: typing.Optional[optimum.intel.neural_compressor.distillation.IncDistiller] = None one_shot_optimization: bool = True eval_func: typing.Optional[typing.Callable] = None train_func: typing.Optional[typing.Callable] = None )

save_pretrained

< >

( save_directory: typing.Union[str, os.PathLike, NoneType] = None )

Parameters

  • save_directory (str or os.PathLike) — Directory to which to save. Will be created if it doesn’t exist.

Save the optimized model as well as its corresponding configuration to a directory, so that it can be re-loaded.