58 lines
1.8 KiB
C++
58 lines
1.8 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}, elu)
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{
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auto A = make_shared<op::Parameter>(element::f32, Shape{3, 2});
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auto elu = make_shared<op::Elu>(A, 0.5f);
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auto function = make_shared<Function>(NodeVector{elu}, ParameterVector{A});
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auto test_case = test::TestCase<TestEngine>(function);
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test_case.add_input(vector<float>{-2.f, 3.f, -2.f, 1.f, -1.f, 0.f});
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test_case.add_expected_output(
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vector<float>{-0.432332358f, 3.f, -0.432332358f, 1.f, -0.316060279f, 0.f});
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test_case.run();
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}
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NGRAPH_TEST(${BACKEND_NAME}, elu_negative_alpha)
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{
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auto A = make_shared<op::Parameter>(element::f32, Shape{3, 2});
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auto elu = make_shared<op::Elu>(A, -1.f);
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auto function = make_shared<Function>(NodeVector{elu}, ParameterVector{A});
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auto test_case = test::TestCase<TestEngine>(function);
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test_case.add_input(vector<float>{-2.f, 3.f, -2.f, 1.f, -1.f, 0.f});
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test_case.add_expected_output(
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vector<float>{0.864664717f, 3.f, 0.864664717f, 1.f, 0.632120559f, 0.f});
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test_case.run();
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} |