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[ TRANSFORMATIONS TESTS POC] Extending conformance tools to work with…
… transformed graphs (#24478) ### Details: - *item1* - *...* ### Tickets: - *ticket-id*
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95 changes: 95 additions & 0 deletions
95
...unctional_test_utils/layer_tests_summary/conformance_helper_tools/compare_subgraph_dir.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,95 @@ | ||
| # Copyright (C) 2018-2024 Intel Corporation | ||
| # SPDX-License-Identifier: Apache-2.0 | ||
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| from argparse import ArgumentParser | ||
| from utils.file_utils import prepare_filelist | ||
| from utils.constants import XML_EXTENSION, META_EXTENSION | ||
| from openvino.runtime import Core | ||
| import defusedxml.ElementTree as ET | ||
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| def parse_arguments(): | ||
| parser = ArgumentParser() | ||
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| origin_help = "Path to output subgraphs dir" | ||
| ref_help = "Path to refence subgraphs dir" | ||
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| parser.add_argument("-o", "--origin", help=origin_help, required=True) | ||
| parser.add_argument("-r", "--reference", help=ref_help, required=True) | ||
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| return parser.parse_args() | ||
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| def list_to_set(in_list: list): | ||
| result = set() | ||
| for list_item in in_list: | ||
| result.add(list_item) | ||
| return result | ||
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| def models_to_names(files: set): | ||
| core = Core() | ||
| result = dict() | ||
| for model_file in files: | ||
| model = core.read_model(model_file) | ||
| nodes_name = set() | ||
| for node in model.get_ordered_ops(): | ||
| if "Result" in node.get_type_info().name or "Parameter" in node.get_type_info().name or "Constant" in node.get_type_info().name: | ||
| continue | ||
| nodes_name.add(node.get_friendly_name()) | ||
| result.update({model_file: nodes_name}) | ||
| return result | ||
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| def models_info(files: set): | ||
| result = dict() | ||
| for model_file in files: | ||
| meta_path = model_file.with_suffix(META_EXTENSION) | ||
| meta_info_root = ET.parse(meta_path).getroot() | ||
| model_node = meta_info_root.find("models") | ||
| model_names = set() | ||
| for model_name in model_node: | ||
| model_names.add(model_name.attrib.get("name")) | ||
| result.update({model_file: model_names}) | ||
| return result | ||
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| if __name__ == "__main__": | ||
| args = parse_arguments() | ||
| file_list_orig = prepare_filelist(args.origin, [f"*{XML_EXTENSION}"], False) | ||
| file_list_ref = prepare_filelist(args.reference, [f"*{XML_EXTENSION}"], False) | ||
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| orig_irs = list_to_set(file_list_orig) | ||
| ref_irs = list_to_set(file_list_ref) | ||
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| orig_dif = orig_irs.difference(ref_irs) | ||
| ref_dif = ref_irs.difference(orig_irs) | ||
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| node_names_by_ir_orig = models_to_names(orig_dif) | ||
| node_names_by_ir_ref = models_to_names(ref_dif) | ||
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| model_info_orig = models_info(orig_dif) | ||
| model_info_ref = models_info(ref_dif) | ||
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| result_dict = dict() | ||
| result_intersection = dict() | ||
| result_orig_dif = dict() | ||
| result_ref_dif = dict() | ||
| for ir_name_orig in model_info_orig.keys(): | ||
| models_name_orig = model_info_orig[ir_name_orig] | ||
| for ir_name_ref in model_info_ref.keys(): | ||
| models_name_ref = model_info_ref[ir_name_ref] | ||
| if len(models_name_orig.intersection(models_name_ref)) == 0: | ||
| continue | ||
| if node_names_by_ir_orig[ir_name_orig] == node_names_by_ir_ref[ir_name_ref]: | ||
| continue | ||
| if len(node_names_by_ir_orig[ir_name_orig].intersection(node_names_by_ir_ref[ir_name_ref])) == 0: | ||
| continue | ||
| result_dict.update({ir_name_orig: ir_name_ref}) | ||
| result_intersection.update({ir_name_orig: node_names_by_ir_orig[ir_name_orig].intersection(node_names_by_ir_ref[ir_name_ref])}) | ||
| result_orig_dif.update({ir_name_orig: node_names_by_ir_orig[ir_name_orig].difference(node_names_by_ir_ref[ir_name_ref])}) | ||
| result_ref_dif.update({ir_name_ref: node_names_by_ir_ref[ir_name_ref].difference(node_names_by_ir_orig[ir_name_orig])}) | ||
| for ir_name_orig in result_dict.keys(): | ||
| ir_name_ref = result_dict[ir_name_orig] | ||
| print(f"Intersected IRs: {ir_name_orig} vs {ir_name_ref}") | ||
| print(f"Intersected functional operation names: {result_intersection[ir_name_orig]}") | ||
| print(f"Orig new operation names: {result_orig_dif[ir_name_orig]}") | ||
| print(f"Ref new operation names: {result_ref_dif[ir_name_ref]}") | ||
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