60 lines
2.1 KiB
Python
60 lines
2.1 KiB
Python
# ******************************************************************************
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# Copyright 2017-2020 Intel Corporation
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#
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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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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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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 numpy as np
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from _pyngraph import NodeFactory as _NodeFactory
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import ngraph as ng
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def test_node_factory_add():
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shape = [2, 2]
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dtype = np.int8
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parameter_a = ng.parameter(shape, dtype=dtype, name="A")
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parameter_b = ng.parameter(shape, dtype=dtype, name="B")
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factory = _NodeFactory("opset1")
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node = factory.create("Add", [parameter_a, parameter_b], {})
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assert node.get_type_name() == "Add"
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assert node.get_output_size() == 1
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assert list(node.get_output_shape(0)) == [2, 2]
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def test_node_factory_wrapper_add():
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shape = [2, 2]
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dtype = np.int8
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parameter_a = ng.parameter(shape, dtype=dtype, name="A")
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parameter_b = ng.parameter(shape, dtype=dtype, name="B")
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node = ng.add(parameter_a, parameter_b, name="TestNode")
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assert node.get_type_name() == "Add"
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assert node.get_output_size() == 1
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assert list(node.get_output_shape(0)) == [2, 2]
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assert node.name == "TestNode"
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def test_node_factory_topk():
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dtype = np.int32
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data = ng.parameter([2, 10], dtype=dtype, name="A")
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k = ng.constant(3, dtype=dtype, name="B")
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factory = _NodeFactory("opset1")
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node = factory.create("TopK", [data, k], {"axis": 1, "mode": "max", "sort": "value"})
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assert node.get_type_name() == "TopK"
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assert node.get_output_size() == 2
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assert list(node.get_output_shape(0)) == [2, 3]
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