def test_to_dict(self):
        """
        Makes sure the config format is properly set
        """
        quantization_config = TorchAoConfig("int4_weight_only")
        torchao_orig_config = quantization_config.to_dict()

        for key in torchao_orig_config:
            self.assertEqual(getattr(quantization_config, key), torchao_orig_config[key])

        Makes sure the config format is properly set
        
tests/quantization/torchao/test_torchao.py