From ed0e35bfe15bad01387504afc15b8553e585bdb9 Mon Sep 17 00:00:00 2001 From: Pablo Tello Date: Fri, 30 Aug 2019 14:44:52 +0100 Subject: COMPMID-2246: Implement NEBoundingBoxTransform. Change-Id: I69faa21ccdc295f5369450a12e6e217d873349e3 Signed-off-by: Pablo Tello Reviewed-on: https://review.mlplatform.org/c/1854 Comments-Addressed: Arm Jenkins Tested-by: Arm Jenkins Reviewed-by: Michele Di Giorgio --- tests/validation/NEON/BoundingBoxTransform.cpp | 142 +++++++++++++++++++++++++ 1 file changed, 142 insertions(+) create mode 100644 tests/validation/NEON/BoundingBoxTransform.cpp (limited to 'tests') diff --git a/tests/validation/NEON/BoundingBoxTransform.cpp b/tests/validation/NEON/BoundingBoxTransform.cpp new file mode 100644 index 0000000000..070ea8b3ba --- /dev/null +++ b/tests/validation/NEON/BoundingBoxTransform.cpp @@ -0,0 +1,142 @@ +/* + * Copyright (c) 2019 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/NEBoundingBoxTransform.h" +#include "arm_compute/runtime/Tensor.h" +#include "arm_compute/runtime/TensorAllocator.h" +#include "tests/Globals.h" +#include "tests/NEON/Accessor.h" +#include "tests/datasets/ShapeDatasets.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "tests/validation/Validation.h" +#include "tests/validation/fixtures/BoundingBoxTransformFixture.h" +#include "utils/TypePrinter.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +RelativeTolerance relative_tolerance_f32(0.01f); +AbsoluteTolerance absolute_tolerance_f32(0.001f); +#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC +RelativeTolerance relative_tolerance_f16(half(0.2)); +AbsoluteTolerance absolute_tolerance_f16(half(0.02f)); +#endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC + +// *INDENT-OFF* +// clang-format off +const auto BboxInfoDataset = framework::dataset::make("BboxInfo", { BoundingBoxTransformInfo(20U, 20U, 2U, true), + BoundingBoxTransformInfo(128U, 128U, 4U, true), + BoundingBoxTransformInfo(800U, 600U, 1U, false), + BoundingBoxTransformInfo(800U, 600U, 2U, true, { { 1.0, 0.5, 1.5, 2.0 } }), + BoundingBoxTransformInfo(800U, 600U, 4U, false, { { 1.0, 0.5, 1.5, 2.0 } }), + BoundingBoxTransformInfo(800U, 600U, 4U, false, { { 1.0, 0.5, 1.5, 2.0 } }, true) + }); + +const auto DeltaDataset = framework::dataset::make("DeltasShape", { TensorShape(36U, 1U), + TensorShape(36U, 2U), + TensorShape(36U, 2U), + TensorShape(40U, 1U), + TensorShape(40U, 20U), + TensorShape(40U, 100U), + TensorShape(40U, 200U) + }); +// clang-format on +// *INDENT-ON* +} // namespace + +TEST_SUITE(NEON) +TEST_SUITE(BBoxTransform) + +// *INDENT-OFF* +// clang-format off +DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( + framework::dataset::make("BoxesInfo", { TensorInfo(TensorShape(4U, 128U), 1, DataType::F32), + TensorInfo(TensorShape(5U, 128U), 1, DataType::F32), // Wrong number of box fields + TensorInfo(TensorShape(4U, 128U), 1, DataType::F16), // Wrong data type + TensorInfo(TensorShape(4U, 128U), 1, DataType::F32), // Wrong number of classes + TensorInfo(TensorShape(4U, 128U), 1, DataType::F32), // Deltas and predicted boxes have different dimensions + TensorInfo(TensorShape(4U, 128U), 1, DataType::F32)}), // Scaling is zero + framework::dataset::make("PredBoxesInfo",{ TensorInfo(TensorShape(128U, 128U), 1, DataType::F32), + TensorInfo(TensorShape(128U, 128U), 1, DataType::F32), + TensorInfo(TensorShape(127U, 128U), 1, DataType::F32), + TensorInfo(TensorShape(128U, 100U), 1, DataType::F32), + TensorInfo(TensorShape(128U, 100U), 1, DataType::F32), + TensorInfo(TensorShape(128U, 128U), 1, DataType::F32)})), + framework::dataset::make("DeltasInfo", { TensorInfo(TensorShape(128U, 128U), 1, DataType::F32), + TensorInfo(TensorShape(128U, 128U), 1, DataType::F32), + TensorInfo(TensorShape(127U, 128U), 1, DataType::F32), + TensorInfo(TensorShape(128U, 100U), 1, DataType::F32), + TensorInfo(TensorShape(128U, 128U), 1, DataType::F32), + TensorInfo(TensorShape(128U, 128U), 1, DataType::F32)})), + framework::dataset::make("BoundingBoxTransofmInfo", { BoundingBoxTransformInfo(800.f, 600.f, 1.f), + BoundingBoxTransformInfo(800.f, 600.f, 1.f), + BoundingBoxTransformInfo(800.f, 600.f, 1.f), + BoundingBoxTransformInfo(800.f, 600.f, 1.f), + BoundingBoxTransformInfo(800.f, 600.f, 0.f)})), + framework::dataset::make("Expected", { true, false, false, false, false, false})), + boxes_info, pred_boxes_info, deltas_info, bbox_info, expected) +{ + ARM_COMPUTE_EXPECT(bool(NEBoundingBoxTransform::validate(&boxes_info.clone()->set_is_resizable(true), &pred_boxes_info.clone()->set_is_resizable(true), &deltas_info.clone()->set_is_resizable(true), bbox_info)) == expected, framework::LogLevel::ERRORS); +} +// clang-format on +// *INDENT-ON* + +template +using NEBoundingBoxTransformFixture = BoundingBoxTransformFixture; + +TEST_SUITE(Float) +TEST_SUITE(FP32) +FIXTURE_DATA_TEST_CASE(BoundingBox, NEBoundingBoxTransformFixture, framework::DatasetMode::ALL, + combine(combine(DeltaDataset, BboxInfoDataset), framework::dataset::make("DataType", { DataType::F32 }))) +{ + // Validate output + validate(Accessor(_target), _reference, relative_tolerance_f32, 0.f, absolute_tolerance_f32); +} +TEST_SUITE_END() // FP32 + +#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC +TEST_SUITE(FP16) +FIXTURE_DATA_TEST_CASE(BoundingBox, NEBoundingBoxTransformFixture, framework::DatasetMode::ALL, + combine(combine(DeltaDataset, BboxInfoDataset), framework::dataset::make("DataType", { DataType::F16 }))) +{ + // Validate output + validate(Accessor(_target), _reference, relative_tolerance_f16, 0.03f, absolute_tolerance_f16); +} +TEST_SUITE_END() // FP16 +#endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC + +TEST_SUITE_END() // Float + +TEST_SUITE_END() // BBoxTransform +TEST_SUITE_END() // NEON +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1