55 lines
2.0 KiB
Python
55 lines
2.0 KiB
Python
# Copyright (C) 2020-2022 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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import shutil
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from openvino.tools.mo.utils.ir_engine.ir_engine import IREngine
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from openvino.tools.pot.graph.graph_utils import save_graph
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from tests.utils.path import REFERENCE_MODELS_PATH
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def check_graph(tmp_path, graph, model_name, model_framework, check_weights=False):
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"""
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Checking that two graphs are equal by comparing topologies and
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all weights if check_weights is specified as True.
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"""
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model_name = '_'.join([model_name, model_framework])
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ir_name_xml = model_name + '.xml'
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path_to_ir_xml = tmp_path.joinpath(ir_name_xml)
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save_graph(graph, tmp_path.as_posix(), model_name)
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path_to_ref_ir_xml = REFERENCE_MODELS_PATH.joinpath(ir_name_xml)
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if check_weights:
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ir_name_bin = model_name + '.bin'
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path_to_ir_bin = tmp_path.joinpath(ir_name_bin).as_posix()
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path_to_ref_ir_bin = REFERENCE_MODELS_PATH.joinpath(ir_name_bin).as_posix()
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else:
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path_to_ir_bin = None
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path_to_ref_ir_bin = None
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if not path_to_ref_ir_xml.exists():
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shutil.copyfile(path_to_ir_xml.as_posix(), path_to_ref_ir_xml.as_posix())
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if check_weights:
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shutil.copyfile(path_to_ir_bin, path_to_ref_ir_bin)
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ref_graph = IREngine(path_to_ref_ir_xml.as_posix(), path_to_ref_ir_bin)
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test_graph = IREngine(path_to_ir_xml.as_posix(), path_to_ir_bin)
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result, stderr = ref_graph.compare(test_graph)
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if stderr:
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print(stderr)
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assert result
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def check_model(tmp_path, model, model_name, model_framework, check_weights=False):
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"""
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Checking that graphs of models are equal to their references by comparing topologies and
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all weights if check_weights is specified as True.
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"""
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model_name_ = model_name
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for model_dict in model.models:
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if model.is_cascade:
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model_name_ = '{}_{}'.format(model_name, model_dict['name'])
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check_graph(tmp_path, model_dict['model'], model_name_, model_framework, check_weights=check_weights)
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