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# Copyright (c) ONNX Project Contributors | |
# SPDX-License-Identifier: Apache-2.0 | |
"""onnx version converter | |
This enables users to convert their models between different opsets within the | |
default domain ("" or "ai.onnx"). | |
""" | |
import onnx | |
import onnx.onnx_cpp2py_export.version_converter as C # noqa: N812 | |
from onnx import ModelProto | |
def convert_version(model: ModelProto, target_version: int) -> ModelProto: | |
"""Convert opset version of the ModelProto. | |
Arguments: | |
model: Model. | |
target_version: Target opset version. | |
Returns: | |
Converted model. | |
Raises: | |
RuntimeError when some necessary conversion is not supported. | |
""" | |
if not isinstance(model, ModelProto): | |
raise ValueError( | |
f"VersionConverter only accepts ModelProto as model, incorrect type: {type(model)}" | |
) | |
if not isinstance(target_version, int): | |
raise ValueError( | |
f"VersionConverter only accepts int as target_version, incorrect type: {type(target_version)}" | |
) | |
model_str = model.SerializeToString() | |
converted_model_str = C.convert_version(model_str, target_version) | |
return onnx.load_from_string(converted_model_str) | |
ConvertError = C.ConvertError | |