openvino/ngraph/python/tests/test_ngraph/test_ops_scatter.py

36 lines
1.3 KiB
Python

# Copyright (C) 2018-2021 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import ngraph as ng
from ngraph.impl import Type
def test_scatter_update_props():
dtype = np.int8
parameter_r = ng.parameter([2, 3, 4], dtype=dtype, name="data")
parameter_i = ng.parameter([2, 1], dtype=dtype, name="indices")
parameter_u = ng.parameter([2, 2, 1, 4], dtype=dtype, name="updates")
axis = np.array([1], dtype=np.int8)
node = ng.scatter_update(parameter_r, parameter_i, parameter_u, axis)
assert node.get_type_name() == "ScatterUpdate"
assert node.get_output_size() == 1
assert list(node.get_output_shape(0)) == [2, 3, 4]
assert node.get_output_element_type(0) == Type.i8
def test_scatter_update_elements_props():
dtype = np.int8
parameter_r = ng.parameter([2, 4, 5, 7], dtype=dtype, name="data")
parameter_i = ng.parameter([2, 2, 2, 2], dtype=dtype, name="indices")
parameter_u = ng.parameter([2, 2, 2, 2], dtype=dtype, name="updates")
axis = np.array([1], dtype=np.int8)
node = ng.scatter_elements_update(parameter_r, parameter_i, parameter_u, axis)
assert node.get_type_name() == "ScatterElementsUpdate"
assert node.get_output_size() == 1
assert list(node.get_output_shape(0)) == [2, 4, 5, 7]
assert node.get_output_element_type(0) == Type.i8