04f42d8442
* Revert "Azure CI: Exclude IE_CPU.exp_* nGraph UT on Mac"
This reverts commit c9672ee9ec.
* Increased tolerance in exp_* backend tests.
90 lines
2.6 KiB
C++
90 lines
2.6 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}, exp)
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{
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Shape shape{8};
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auto A = make_shared<op::Parameter>(element::f32, shape);
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auto f = make_shared<Function>(make_shared<op::Exp>(A), ParameterVector{A});
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auto test_case = test::TestCase<TestEngine>(f);
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test_case.add_input<float>({-4, -3, -2, -1, 0, 1, 2, 3});
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test_case.add_expected_output<float>(
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shape, {expf(-4), expf(-3), expf(-2), expf(-1), expf(0), expf(1), expf(2), expf(3)});
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test_case.run();
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}
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NGRAPH_TEST(${BACKEND_NAME}, exp_negative)
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{
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Shape shape{5};
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auto A = make_shared<op::Parameter>(element::f32, shape);
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auto f = make_shared<Function>(make_shared<op::Exp>(A), ParameterVector{A});
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auto test_case = test::TestCase<TestEngine>(f);
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test_case.add_input<float>({-4, -3, -2, -1, -5});
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test_case.add_expected_output<float>(
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shape, {expf(-4), expf(-3), expf(-2), expf(-1), expf(-5)});
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test_case.run();
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}
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NGRAPH_TEST(${BACKEND_NAME}, exp_scalar)
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{
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Shape shape{};
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auto A = make_shared<op::Parameter>(element::f32, shape);
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auto f = make_shared<Function>(make_shared<op::Exp>(A), ParameterVector{A});
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vector<float> a{13};
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auto test_case = test::TestCase<TestEngine>(f);
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test_case.add_input<float>({a});
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test_case.add_expected_output<float>(shape, {expf(13)});
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test_case.run(DEFAULT_FLOAT_TOLERANCE_BITS + 2);
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}
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NGRAPH_TEST(${BACKEND_NAME}, exp_in_place)
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{
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Shape shape{2};
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auto A = make_shared<op::Parameter>(element::f32, shape);;
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auto T = make_shared<op::Exp>(A);
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auto T2 = make_shared<op::Exp>(T);
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auto f = make_shared<Function>(T2, ParameterVector{A});
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vector<float> a{1, 3};
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auto test_case = test::TestCase<TestEngine>(f);
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test_case.add_input<float>({a});
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test_case.add_expected_output<float>(shape, {expf(expf(1)), expf(expf(3))});
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test_case.run(DEFAULT_FLOAT_TOLERANCE_BITS + 2);
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} |