116 lines
4.6 KiB
C++
116 lines
4.6 KiB
C++
// Copyright (C) 2021 Intel Corporation
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// SPDX-License-Identifier: Apache-2.0
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//
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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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static void SpaceToBatchTest(const std::vector<float>& inputs,
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const Shape inputs_shape,
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const std::vector<int64_t>& block_shapes,
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const Shape blocks_shape,
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const std::vector<int64_t>& pads_begins,
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const std::vector<int64_t>& pads_ends,
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const Shape pads_shape,
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const std::vector<float>& outputs,
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const Shape outputs_shape)
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{
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auto inputs_param = make_shared<op::Parameter>(element::f32, inputs_shape);
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auto block_shapes_param = make_shared<op::Constant>(element::i64, blocks_shape, block_shapes);
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auto pads_begins_param = make_shared<op::Constant>(element::i64, pads_shape, pads_begins);
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auto pads_ends_param = make_shared<op::Constant>(element::i64, pads_shape, pads_ends);
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auto space_to_batch = make_shared<op::v1::SpaceToBatch>(
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inputs_param, block_shapes_param, pads_begins_param, pads_ends_param);
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auto f = make_shared<Function>(space_to_batch, ParameterVector{inputs_param});
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auto test_case = test::TestCase<TestEngine>(f);
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test_case.add_input<float>(inputs);
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test_case.add_expected_output<float>(outputs_shape, outputs);
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test_case.run();
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}
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NGRAPH_TEST(${BACKEND_NAME}, space_to_batch_4D)
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{
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const Shape inputs_shape{1, 1, 2, 2};
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const std::vector<float> inputs{1.0f, 1.0f,
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1.0f, 1.0f};
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const Shape blocks_shape{4};
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const std::vector<int64_t> block_shapes{1, 1, 1, 1};
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const Shape pads_shape{4};
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const std::vector<int64_t> pads_begins{0, 0 ,0, 0};
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const std::vector<int64_t> pads_ends{0, 0, 0, 0};
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const Shape outputs_shape{1, 1, 2, 2};
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const std::vector<float> outputs{1.0f, 1.0f,
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1.0f, 1.0f};
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SpaceToBatchTest(inputs, inputs_shape, block_shapes, blocks_shape, pads_begins,
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pads_ends, pads_shape, outputs, outputs_shape);
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}
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NGRAPH_TEST(${BACKEND_NAME}, space_to_batch_5D)
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{
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const Shape inputs_shape{1, 1, 3, 2, 1};
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const std::vector<float> inputs{1.0f, 1.0f, 1.0f,
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1.0f, 1.0f, 1.0f};
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const Shape blocks_shape{5};
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const std::vector<int64_t> block_shapes{1, 1, 3, 2, 2};
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const Shape pads_shape{5};
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const std::vector<int64_t> pads_begins{0, 0 ,1, 0, 3};
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const std::vector<int64_t> pads_ends{0, 0, 2, 0, 0};
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const Shape outputs_shape{12, 1, 2, 1, 2};
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const std::vector<float> outputs{0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f,
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0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f,
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0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f,
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0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f,
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0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f,
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0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f};
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SpaceToBatchTest(inputs, inputs_shape, block_shapes, blocks_shape, pads_begins,
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pads_ends, pads_shape, outputs, outputs_shape);
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}
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NGRAPH_TEST(${BACKEND_NAME}, space_to_batch_4x4)
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{
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const Shape inputs_shape{1, 1, 4, 4};
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const std::vector<float> inputs{1.0f, 0.0f, 0.0f, 0.0f,
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0.0f, 1.0f, 0.0f, 0.0f,
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0.0f, 0.0f, 1.0f, 0.0f,
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0.0f, 0.0f, 0.0f, 1.0f};
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const Shape blocks_shape{4};
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const std::vector<int64_t> block_shapes{1, 1, 1, 1};
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const Shape pads_shape{4};
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const std::vector<int64_t> pads_begins{0, 0, 1, 0};
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const std::vector<int64_t> pads_ends{0, 0, 0, 0};
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const Shape outputs_shape{1, 1, 5, 4};
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const std::vector<float> outputs{0.0f, 0.0f, 0.0f, 0.0f,
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1.0f, 0.0f, 0.0f, 0.0f,
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0.0f, 1.0f, 0.0f, 0.0f,
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0.0f, 0.0f, 1.0f, 0.0f,
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0.0f, 0.0f, 0.0f, 1.0f};
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SpaceToBatchTest(inputs, inputs_shape, block_shapes, blocks_shape, pads_begins,
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pads_ends, pads_shape, outputs, outputs_shape);
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}
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