faeaf045a9
* Moved FrameworkNode to nGraph * Moved graph comparator to ngraph test util * Fixed build * Try to fix centos * Fix export target * Moved engine utils to separate library * Removed ONNX util from common library * Fixed build * Fixed code style
86 lines
3.0 KiB
C++
86 lines
3.0 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 "engines_util/test_case.hpp"
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#include "engines_util/test_engines.hpp"
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#include "gtest/gtest.h"
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#include "ngraph/ngraph.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(${BACKEND_NAME}, gelu_erf_mode_inference_f32_8D) {
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Shape in_shape{8};
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element::Type et = element::f32;
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auto param = make_shared<op::Parameter>(et, in_shape);
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auto gelu = make_shared<op::v7::Gelu>(param);
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auto f = make_shared<Function>(gelu, ParameterVector{param});
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vector<float> in_vec{-4.0, -3.0, -2.0, -1.0, 0.0, 1.0, 2.0, 3.0};
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vector<float>
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out_vec{-0.00012636185, -0.0040495098, -0.04550028, -0.15865529, 0.0, 0.8413447, 1.9544997, 2.9959507};
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auto test_case = test::TestCase<TestEngine>(f);
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test_case.add_input<float>(in_shape, in_vec);
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test_case.add_expected_output<float>(in_shape, out_vec);
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test_case.run_with_tolerance_as_fp(1e-4f);
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}
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NGRAPH_TEST(${BACKEND_NAME}, gelu_tanh_mode_inference_f32_8D) {
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Shape in_shape{8};
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element::Type et = element::f32;
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auto param = make_shared<op::Parameter>(et, in_shape);
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auto gelu = make_shared<op::v7::Gelu>(param, op::GeluApproximationMode::TANH);
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auto f = make_shared<Function>(gelu, ParameterVector{param});
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vector<float> in_vec{-4.0, -3.0, -2.0, -1.0, 0.0, 1.0, 2.0, 3.0};
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vector<float>
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out_vec{-0.00012636185, -0.0040495098, -0.04550028, -0.15865529, 0.0, 0.8413447, 1.9544997, 2.9959507};
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auto test_case = test::TestCase<TestEngine>(f);
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test_case.add_input<float>(in_shape, in_vec);
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test_case.add_expected_output<float>(in_shape, out_vec);
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test_case.run_with_tolerance_as_fp(1e-3f);
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}
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NGRAPH_TEST(${BACKEND_NAME}, gelu_erf_mode_inference_f32_3D) {
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Shape in_shape{3};
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element::Type et = element::f32;
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auto param = make_shared<op::Parameter>(et, in_shape);
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auto gelu = make_shared<op::v7::Gelu>(param);
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auto f = make_shared<Function>(gelu, ParameterVector{param});
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vector<float> in_vec{-0.5, 0.1, 0.4};
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vector<float> out_vec{-0.15426877, 0.05398279, 0.2621686};
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auto test_case = test::TestCase<TestEngine>(f);
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test_case.add_input(in_shape, in_vec);
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test_case.add_expected_output(in_shape, out_vec);
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test_case.run_with_tolerance_as_fp(1e-4f);
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}
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NGRAPH_TEST(${BACKEND_NAME}, gelu_tanh_mode_inference_f32_3D) {
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Shape in_shape{3};
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element::Type et = element::f32;
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auto param = make_shared<op::Parameter>(et, in_shape);
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auto gelu = make_shared<op::v7::Gelu>(param, op::GeluApproximationMode::TANH);
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auto f = make_shared<Function>(gelu, ParameterVector{param});
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vector<float> in_vec{-0.5, 0.1, 0.4};
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vector<float> out_vec{-0.15428599, 0.053982753, 0.262161165};
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auto test_case = test::TestCase<TestEngine>(f);
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test_case.add_input(in_shape, in_vec);
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test_case.add_expected_output(in_shape, out_vec);
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test_case.run_with_tolerance_as_fp(1e-4f);
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}
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