43 lines
1.6 KiB
Python
43 lines
1.6 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 logging as log
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from mo.front.common.partial_infer.utils import int64_array
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from mo.front.common.replacement import FrontReplacementOp
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from mo.front.tf.extractors.utils import tf_dtype_extractor
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from mo.graph.graph import Graph
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from mo.ops.const import Const
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class FakeConstToConst(FrontReplacementOp):
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op = "FakeConst"
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enabled = True
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def replace_sub_graph(self, graph: Graph, match: dict):
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node = match['op']
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if not node.has_valid('value'):
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log.debug("No value in FakeConst node {}".format(node.id))
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return
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node_value = node.value
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extracted_attrs = {
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'data_type': tf_dtype_extractor(node.pb.attr['dtype'].type),
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'shape': int64_array(node_value.shape),
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'value': node_value
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}
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Const.update_node_stat(node, extracted_attrs)
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log.debug('FakeConst op was translated to Const op with shape = {} and value.shape = {}'
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''.format(extracted_attrs['shape'], extracted_attrs['value'].shape))
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