From 721c4cb0e1fbf1f151a79cd4c9d67e832f94f9bf Mon Sep 17 00:00:00 2001 From: Michalis Spyrou Date: Tue, 4 Sep 2018 15:27:25 +0100 Subject: COMPMID-1461 SSD support: Create NEON PriorBox Change-Id: I99e1c3939cfea4b9cb0ddfa313706f31b213ca89 --- tests/validation/NEON/PriorBoxLayer.cpp | 100 ++++++++++++++++++++++++++++++++ 1 file changed, 100 insertions(+) create mode 100644 tests/validation/NEON/PriorBoxLayer.cpp (limited to 'tests/validation/NEON/PriorBoxLayer.cpp') diff --git a/tests/validation/NEON/PriorBoxLayer.cpp b/tests/validation/NEON/PriorBoxLayer.cpp new file mode 100644 index 0000000000..ed11120a10 --- /dev/null +++ b/tests/validation/NEON/PriorBoxLayer.cpp @@ -0,0 +1,100 @@ +/* + * Copyright (c) 2018 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/NEON/functions/NEPriorBoxLayer.h" +#include "arm_compute/runtime/Tensor.h" +#include "arm_compute/runtime/TensorAllocator.h" +#include "tests/NEON/Accessor.h" +#include "tests/datasets/PriorBoxLayerDataset.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "tests/validation/Validation.h" +#include "tests/validation/fixtures/PriorBoxLayerFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +constexpr AbsoluteTolerance tolerance_f32(0.00001f); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F32 */ +} // namespace + +TEST_SUITE(NEON) +TEST_SUITE(PriorBoxLayer) + +template +using NEPriorBoxLayerFixture = PriorBoxLayerValidationFixture; + +// *INDENT-OFF* +// clang-format off +DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( + framework::dataset::make("Input1Info", { TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), // Window shrink + }), + framework::dataset::make("Input2Info", { TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), + })), + framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(1200U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(1000U, 2U), 1, DataType::F32), + })), + framework::dataset::make("PriorBoxInfo",{ PriorBoxLayerInfo(std::vector(1), std::vector(1), 0, true, true, std::vector(1), std::vector(1), Coordinates2D{8, 8}, std::array()), + PriorBoxLayerInfo(std::vector(1), std::vector(1), 0, true, true, std::vector(1), std::vector(1), Coordinates2D{8, 8}, std::array()), + })), + framework::dataset::make("Expected", { true, false})), + input1_info, input2_info, output_info, info, expected) +{ + bool has_error = bool(NEPriorBoxLayer::validate(&input1_info.clone()->set_is_resizable(false), &input2_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), info)); + ARM_COMPUTE_EXPECT(has_error == expected, framework::LogLevel::ERRORS); +} +// clang-format on +// *INDENT-ON* + +TEST_SUITE(Float) +TEST_SUITE(FP32) +FIXTURE_DATA_TEST_CASE(RunSmall, NEPriorBoxLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallPriorBoxLayerDataset(), + framework::dataset::make("DataType", DataType::F32)), + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_f32, 0); +} +FIXTURE_DATA_TEST_CASE(RunLarge, NEPriorBoxLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargePriorBoxLayerDataset(), + framework::dataset::make("DataType", DataType::F32)), + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_f32, 0); +} +TEST_SUITE_END() // Float +TEST_SUITE_END() // FP32 + +TEST_SUITE_END() // PriorBoxLayer +TEST_SUITE_END() // NEON +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1