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# flake8: noqa: F401
r"""

This file is in the process of migration to `torch/ao/quantization`, and

is kept here for compatibility while the migration process is ongoing.

If you are adding a new entry/functionality, please, add it to the

`torch/ao/ns/_numeric_suite.py`, while adding an import statement

here.

"""

from torch.ao.ns._numeric_suite import (
    _convert_tuple_to_list,
    _dequantize_tensor_list,
    _find_match,
    _get_logger_dict_helper,
    _is_identical_module_type,
    compare_model_outputs,
    compare_model_stub,
    compare_weights,
    get_logger_dict,
    get_matching_activations,
    Logger,
    NON_LEAF_MODULE_TO_ADD_OBSERVER_ALLOW_LIST,
    OutputLogger,
    prepare_model_outputs,
    prepare_model_with_stubs,
    Shadow,
    ShadowLogger,
)