130 lines
4.2 KiB
C++
130 lines
4.2 KiB
C++
// Copyright (C) 2018-2021 Intel Corporation
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// SPDX-License-Identifier: Apache-2.0
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//
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#include <algorithm>
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#include <cinttypes>
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#include <cmath>
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#include <cstdlib>
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#include <random>
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#include <string>
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// clang-format off
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#ifdef ${BACKEND_NAME}_FLOAT_TOLERANCE_BITS
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#define DEFAULT_FLOAT_TOLERANCE_BITS ${BACKEND_NAME}_FLOAT_TOLERANCE_BITS
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#endif
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#ifdef ${BACKEND_NAME}_DOUBLE_TOLERANCE_BITS
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#define DEFAULT_DOUBLE_TOLERANCE_BITS ${BACKEND_NAME}_DOUBLE_TOLERANCE_BITS
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#endif
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// clang-format on
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#include "gtest/gtest.h"
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#include "ngraph/ngraph.hpp"
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#include "util/engine/test_engines.hpp"
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#include "util/test_case.hpp"
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#include "util/test_control.hpp"
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using namespace std;
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using namespace ngraph;
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static string s_manifest = "${MANIFEST}";
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using TestEngine = test::ENGINE_CLASS_NAME(${BACKEND_NAME});
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NGRAPH_TEST(${BACKEND_NAME}, add) {
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Shape shape{2, 2};
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auto A = make_shared<op::Parameter>(element::f32, shape);
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auto B = make_shared<op::Parameter>(element::f32, shape);
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auto f = make_shared<Function>(make_shared<op::v1::Add>(A, B), ParameterVector{A, B});
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vector<float> a{1, 2, 3, 4};
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vector<float> b{5, 6, 7, 8};
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auto test_case = test::TestCase<TestEngine>(f);
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test_case.add_multiple_inputs<float>({a, b});
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test_case.add_expected_output<float>(shape, {6, 8, 10, 12});
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test_case.run();
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}
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NGRAPH_TEST(${BACKEND_NAME}, add_overload) {
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Shape shape{2, 2};
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auto A = make_shared<op::Parameter>(element::f32, shape);
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auto B = make_shared<op::Parameter>(element::f32, shape);
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auto f = make_shared<Function>(make_shared<op::v1::Add>(A, B), ParameterVector{A, B});
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vector<float> a{1, 2, 3, 4};
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vector<float> b{5, 6, 7, 8};
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auto test_case = test::TestCase<TestEngine>(f);
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test_case.add_multiple_inputs<float>({a, b});
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test_case.add_expected_output<float>(shape, {6, 8, 10, 12});
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test_case.run();
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}
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NGRAPH_TEST(${BACKEND_NAME}, add_in_place) {
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Shape shape{2, 2};
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auto A = make_shared<op::Parameter>(element::f32, shape);
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auto B = make_shared<op::Parameter>(element::f32, shape);
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auto T = make_shared<op::v1::Add>(A, B);
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auto T2 = make_shared<op::v1::Add>(T, T);
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auto T3 = make_shared<op::v1::Add>(T2, T2);
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auto T4 = make_shared<op::v1::Add>(T3, T3);
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auto f = make_shared<Function>(T4, ParameterVector{A, B});
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vector<float> a{1, 2, 3, 4};
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vector<float> b{5, 6, 7, 8};
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auto test_case = test::TestCase<TestEngine>(f);
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test_case.add_multiple_inputs<float>({a, b});
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test_case.add_expected_output<float>(shape, {48, 64, 80, 96});
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test_case.run();
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}
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NGRAPH_TEST(${BACKEND_NAME}, add_broadcast) {
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Shape shape_a{1, 2};
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Shape shape_b{3, 2, 2};
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auto A = make_shared<op::Parameter>(element::f32, shape_a);
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auto B = make_shared<op::Parameter>(element::f32, shape_b);
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auto f = make_shared<Function>(make_shared<op::v1::Add>(A, B), ParameterVector{A, B});
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vector<float> a{1, 2};
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vector<float> b{5, 6, 7, 8, 2, 3, 1, 5, 6, 7, 1, 3};
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auto test_case = test::TestCase<TestEngine>(f);
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test_case.add_multiple_inputs<float>({a, b});
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test_case.add_expected_output<float>(shape_b, {6, 8, 8, 10, 3, 5, 2, 7, 7, 9, 2, 5});
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test_case.run();
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}
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NGRAPH_TEST(${BACKEND_NAME}, add_scalars) {
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Shape shape{};
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auto A = make_shared<op::Parameter>(element::f32, shape);
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auto B = make_shared<op::Parameter>(element::f32, shape);
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auto f = make_shared<Function>(make_shared<op::v1::Add>(A, B), ParameterVector{A, B});
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vector<float> a{2};
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vector<float> b{8};
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auto test_case = test::TestCase<TestEngine>(f);
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test_case.add_multiple_inputs<float>({a, b});
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test_case.add_expected_output<float>(shape, {10});
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test_case.run();
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}
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NGRAPH_TEST(${BACKEND_NAME}, add_vector_and_scalar) {
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Shape shape_a{2, 2};
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Shape shape_b{};
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auto A = make_shared<op::Parameter>(element::f32, shape_a);
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auto B = make_shared<op::Parameter>(element::f32, shape_b);
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auto f = make_shared<Function>(make_shared<op::v1::Add>(A, B), ParameterVector{A, B});
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vector<float> a{2, 4, 7, 8};
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vector<float> b{8};
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auto test_case = test::TestCase<TestEngine>(f);
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test_case.add_multiple_inputs<float>({a, b});
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test_case.add_expected_output<float>(shape_a, {10, 12, 15, 16});
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test_case.run();
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}
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