26 lines
1022 B
Python
26 lines
1022 B
Python
# Copyright (C) 2018-2021 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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from extensions.ops.gather import Gather
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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.graph.graph import Graph
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from mo.ops.const import Const
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class AttributedGatherNormalizer(FrontReplacementOp):
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op = "AttributedGather"
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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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name = node.soft_get('name', node.id)
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assert node.has_valid('axis')
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axis = Const(graph, {'name': name + '/axis', 'value': int64_array(node.axis)}).create_node()
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gather = Gather(graph, {'name': name}).create_node()
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node.in_port(0).get_connection().set_destination(gather.in_port(0))
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node.in_port(1).get_connection().set_destination(gather.in_port(1))
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axis.out_port(0).connect(gather.in_port(2))
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node.out_port(0).get_connection().set_source(gather.out_port(0))
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