73 lines
2.3 KiB
Python
73 lines
2.3 KiB
Python
"""
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Copyright (C) 2018-2020 Intel Corporation
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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"""
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import json
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import logging as log
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import sys
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import numpy as np
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from extensions.front.user_data_repack import UserDataRepack
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from mo.graph.graph import Graph
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from mo.middle.passes.convert_data_type import np_data_type_to_precision
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from mo.utils.model_analysis import AnalyzeAction, AnalysisCollectorAnchor, AnalysisResults
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def prepare_obj_for_dump(obj: object):
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if isinstance(obj, dict):
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return {k: prepare_obj_for_dump(v) for k, v in obj.items()}
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elif isinstance(obj, np.ndarray):
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if obj.ndim == 0:
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return obj.item()
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else:
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return [prepare_obj_for_dump(elem) for elem in obj]
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elif isinstance(obj, list):
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return [prepare_obj_for_dump(elem) for elem in obj]
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elif isinstance(obj, type):
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try:
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return np_data_type_to_precision(obj)
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except:
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log.error('Unsupported data type: {}'.format(str(obj)))
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return str(obj)
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elif isinstance(obj, np.generic):
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return obj.item()
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else:
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return str(obj)
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class AnalysisJSONPrint(AnalyzeAction):
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"""
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The action prints the analysis results in JSON format.
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"""
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enabled = False
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id = 'ANALYSIS_JSON_PRINT'
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def run_before(self):
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return [UserDataRepack]
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def run_after(self):
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return [AnalysisCollectorAnchor]
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def analyze(self, graph: Graph):
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analysis_results = AnalysisResults()
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if analysis_results.get_result() is not None:
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try:
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print(json.dumps(prepare_obj_for_dump(analysis_results.get_result())))
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except Exception as e:
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log.error('Cannot serialize to JSON: %s', str(e))
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sys.exit(1)
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sys.exit(0)
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