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chensuyue committed May 17, 2024
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:orphan:

:py:mod:`neural_compressor.torch.algorithms.weight_only.save_load`
==================================================================

.. py:module:: neural_compressor.torch.algorithms.weight_only.save_load
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.. py:class:: RTNConfig(dtype: str = 'int', bits: int = 4, use_sym: bool = True, group_size: int = 32, group_dim: int = 1, use_full_range: bool = False, use_mse_search: bool = False, export_compressed_model: bool = False, use_layer_wise: bool = False, model_path: str = '', use_double_quant: bool = False, double_quant_dtype: str = 'int', double_quant_bits: int = 8, double_quant_use_sym: bool = False, double_quant_group_size: int = 256, white_list: Optional[List[neural_compressor.common.utils.OP_NAME_OR_MODULE_TYPE]] = DEFAULT_WHITE_LIST)
.. py:class:: RTNConfig(dtype: str = 'int', bits: int = 4, use_sym: bool = True, group_size: int = 32, group_dim: int = 1, use_full_range: bool = False, use_mse_search: bool = False, use_layer_wise: bool = False, model_path: str = '', use_double_quant: bool = False, double_quant_dtype: str = 'int', double_quant_bits: int = 8, double_quant_use_sym: bool = False, double_quant_group_size: int = 256, white_list: Optional[List[neural_compressor.common.utils.OP_NAME_OR_MODULE_TYPE]] = DEFAULT_WHITE_LIST)
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:returns: the default rtn config.


.. py:class:: GPTQConfig(dtype: str = 'int', bits: int = 4, use_sym: bool = True, group_size: int = 32, use_mse_search: bool = False, export_compressed_model: bool = False, use_layer_wise: bool = False, model_path: str = '', use_double_quant: bool = False, double_quant_dtype: str = 'int', double_quant_bits: int = 8, double_quant_use_sym: bool = False, double_quant_group_size: int = 256, act_order: bool = False, percdamp: float = 0.01, block_size: int = 2048, static_groups: bool = False, white_list: Optional[List[neural_compressor.common.utils.OP_NAME_OR_MODULE_TYPE]] = DEFAULT_WHITE_LIST)
.. py:class:: GPTQConfig(dtype: str = 'int', bits: int = 4, use_sym: bool = True, group_size: int = 32, use_mse_search: bool = False, use_layer_wise: bool = False, model_path: str = '', use_double_quant: bool = False, double_quant_dtype: str = 'int', double_quant_bits: int = 8, double_quant_use_sym: bool = False, double_quant_group_size: int = 256, act_order: bool = False, percdamp: float = 0.01, block_size: int = 2048, static_groups: bool = False, white_list: Optional[List[neural_compressor.common.utils.OP_NAME_OR_MODULE_TYPE]] = DEFAULT_WHITE_LIST)
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