Source code for mlprodict.onnxrt.optim._main_onnx_optim

"""
Calls all possible :epkg:`ONNX` optimisations.


:githublink:`%|py|5`
"""
from .onnx_optimisation import onnx_remove_node


def onnx_optimisations(onnx_model, recursive=True, debug_info=None, **options):
    """
    Calls several possible optimisations including
    :func:`onnx_remove_node <mlprodict.onnxrt.optim.onnx_optimisation.onnx_remove_node>`.

    :param      onnx_model:      onnx model
    :param      recursive:       looks into subgraphs
    :param      debug_info:      debug information (private)
    :param      options:         additional options
    :return:                     new onnx _model


    :githublink:`%|py|18`
    """
    new_model = onnx_remove_node(
        onnx_model, recursive=recursive, debug_info=debug_info,
        **options)
    return new_model