Files
openvino/ngraph/test/backend/add.in.cpp
2020-07-30 10:04:22 +02:00

98 lines
3.1 KiB
C++

//*****************************************************************************
// Copyright 2017-2020 Intel Corporation
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//*****************************************************************************
#include <algorithm>
#include <cinttypes>
#include <cmath>
#include <cstdlib>
#include <random>
#include <string>
// clang-format off
#ifdef ${BACKEND_NAME}_FLOAT_TOLERANCE_BITS
#define DEFAULT_FLOAT_TOLERANCE_BITS ${BACKEND_NAME}_FLOAT_TOLERANCE_BITS
#endif
#ifdef ${BACKEND_NAME}_DOUBLE_TOLERANCE_BITS
#define DEFAULT_DOUBLE_TOLERANCE_BITS ${BACKEND_NAME}_DOUBLE_TOLERANCE_BITS
#endif
// clang-format on
#include "gtest/gtest.h"
#include "ngraph/ngraph.hpp"
#include "util/engine/test_engines.hpp"
#include "util/test_case.hpp"
#include "util/test_control.hpp"
using namespace std;
using namespace ngraph;
static string s_manifest = "${MANIFEST}";
using TestEngine = test::ENGINE_CLASS_NAME(${BACKEND_NAME});
NGRAPH_TEST(${BACKEND_NAME}, add)
{
Shape shape{2, 2};
auto A = make_shared<op::Parameter>(element::f32, shape);
auto B = make_shared<op::Parameter>(element::f32, shape);
auto f = make_shared<Function>(make_shared<op::Add>(A, B), ParameterVector{A, B});
vector<float> a{1, 2, 3, 4};
vector<float> b{5, 6, 7, 8};
auto test_case = test::TestCase<TestEngine>(f);
test_case.add_multiple_inputs<float>({a, b});
test_case.add_expected_output<float>(shape, {6, 8, 10, 12});
test_case.run();
}
NGRAPH_TEST(${BACKEND_NAME}, add_overload)
{
Shape shape{2, 2};
auto A = make_shared<op::Parameter>(element::f32, shape);
auto B = make_shared<op::Parameter>(element::f32, shape);
auto f = make_shared<Function>(A + B, ParameterVector{A, B});
vector<float> a{1, 2, 3, 4};
vector<float> b{5, 6, 7, 8};
auto test_case = test::TestCase<TestEngine>(f);
test_case.add_multiple_inputs<float>({a, b});
test_case.add_expected_output<float>(shape, {6, 8, 10, 12});
test_case.run();
}
NGRAPH_TEST(${BACKEND_NAME}, add_in_place)
{
Shape shape{2, 2};
auto A = make_shared<op::Parameter>(element::f32, shape);
auto B = make_shared<op::Parameter>(element::f32, shape);
auto T = A + B;
auto T2 = T + T;
auto T3 = T2 + T2;
auto T4 = T3 + T3;
auto f = make_shared<Function>(T4, ParameterVector{A, B});
vector<float> a{1, 2, 3, 4};
vector<float> b{5, 6, 7, 8};
auto test_case = test::TestCase<TestEngine>(f);
test_case.add_multiple_inputs<float>({a, b});
test_case.add_expected_output<float>(shape, {48, 64, 80, 96});
test_case.run();
}