0c9abf43a9
* Updated copyright headers
* Revert "Fixed linker warnings in docs snippets on Windows (#15119)"
This reverts commit 372699ec49.
28 lines
1.1 KiB
Python
28 lines
1.1 KiB
Python
# Copyright (C) 2018-2023 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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#! [complex_abs:transformation]
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import numpy as np
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from openvino.tools.mo.ops.elementwise import Pow
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from openvino.tools.mo.ops.ReduceOps import ReduceSum
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from openvino.tools.mo.front.common.replacement import FrontReplacementOp
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from openvino.tools.mo.graph.graph import Graph, Node
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from openvino.tools.mo.ops.const import Const
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class ComplexAbs(FrontReplacementOp):
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op = "ComplexAbs"
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enabled = True
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def replace_op(self, graph: Graph, node: Node):
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pow_2 = Const(graph, {'value': np.float32(2.0)}).create_node()
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reduce_axis = Const(graph, {'value': np.int32(-1)}).create_node()
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pow_0_5 = Const(graph, {'value': np.float32(0.5)}).create_node()
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sq = Pow(graph, dict(name=node.in_node(0).name + '/sq', power=2.0)).create_node([node.in_node(0), pow_2])
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sum = ReduceSum(graph, dict(name=sq.name + '/sum')).create_node([sq, reduce_axis])
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sqrt = Pow(graph, dict(name=sum.name + '/sqrt', power=0.5)).create_node([sum, pow_0_5])
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return [sqrt.id]
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#! [complex_abs:transformation]
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