52 lines
1.6 KiB
Python
52 lines
1.6 KiB
Python
# Copyright (C) 2018-2021 Intel Corporation
|
|
# SPDX-License-Identifier: Apache-2.0
|
|
|
|
import numpy as np
|
|
import ngraph as ng
|
|
from ngraph.utils.node_factory import NodeFactory
|
|
from _pyngraph import NodeFactory as _NodeFactory
|
|
|
|
|
|
def test_node_factory_add():
|
|
shape = [2, 2]
|
|
dtype = np.int8
|
|
parameter_a = ng.parameter(shape, dtype=dtype, name="A")
|
|
parameter_b = ng.parameter(shape, dtype=dtype, name="B")
|
|
|
|
factory = _NodeFactory("opset1")
|
|
arguments = NodeFactory._arguments_as_outputs([parameter_a, parameter_b])
|
|
node = factory.create("Add", arguments, {})
|
|
|
|
assert node.get_type_name() == "Add"
|
|
assert node.get_output_size() == 1
|
|
assert list(node.get_output_shape(0)) == [2, 2]
|
|
|
|
|
|
def test_node_factory_wrapper_add():
|
|
shape = [2, 2]
|
|
dtype = np.int8
|
|
parameter_a = ng.parameter(shape, dtype=dtype, name="A")
|
|
parameter_b = ng.parameter(shape, dtype=dtype, name="B")
|
|
|
|
node = ng.add(parameter_a, parameter_b, name="TestNode")
|
|
|
|
assert node.get_type_name() == "Add"
|
|
assert node.get_output_size() == 1
|
|
assert list(node.get_output_shape(0)) == [2, 2]
|
|
assert node.friendly_name == "TestNode"
|
|
|
|
|
|
def test_node_factory_topk():
|
|
dtype = np.int32
|
|
data = ng.parameter([2, 10], dtype=dtype, name="A")
|
|
k = ng.constant(3, dtype=dtype, name="B")
|
|
factory = _NodeFactory("opset1")
|
|
arguments = NodeFactory._arguments_as_outputs([data, k])
|
|
node = factory.create(
|
|
"TopK", arguments, {"axis": 1, "mode": "max", "sort": "value"}
|
|
)
|
|
|
|
assert node.get_type_name() == "TopK"
|
|
assert node.get_output_size() == 2
|
|
assert list(node.get_output_shape(0)) == [2, 3]
|