From 6ff3b19ee6120edf015fad8caab2991faa3070af Mon Sep 17 00:00:00 2001 From: Anthony Barbier Date: Mon, 4 Sep 2017 18:44:23 +0100 Subject: COMPMID-344 Updated doxygen Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae --- tests/validation/NEON/DepthConvert.cpp | 500 +++++++++++++++++++++++++++++++++ 1 file changed, 500 insertions(+) create mode 100644 tests/validation/NEON/DepthConvert.cpp (limited to 'tests/validation/NEON/DepthConvert.cpp') diff --git a/tests/validation/NEON/DepthConvert.cpp b/tests/validation/NEON/DepthConvert.cpp new file mode 100644 index 0000000000..ec0bb7ccc5 --- /dev/null +++ b/tests/validation/NEON/DepthConvert.cpp @@ -0,0 +1,500 @@ +/* + * Copyright (c) 2017 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 "Globals.h" +#include "NEON/Helper.h" +#include "NEON/NEAccessor.h" +#include "TensorLibrary.h" +#include "TypePrinter.h" +#include "Utils.h" +#include "validation/Datasets.h" +#include "validation/Reference.h" +#include "validation/Validation.h" + +#include "arm_compute/core/Helpers.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/NEON/functions/NEDepthConvert.h" +#include "arm_compute/runtime/Tensor.h" +#include "arm_compute/runtime/TensorAllocator.h" + +#include "boost_wrapper.h" + +#include +#include + +using namespace arm_compute; +using namespace arm_compute::test; +using namespace arm_compute::test::neon; +using namespace arm_compute::test::validation; + +namespace +{ +/** Compute Neon depth convert function. + * + * @param[in] shape Shape of the input and output tensors. + * @param[in] dt_in Data type of input tensor. + * @param[in] dt_out Data type of the output tensor. + * @param[in] policy Conversion policy. + * @param[in] shift Value for down/up conversions. Must be 0 <= shift < 8. + * @param[in] fixed_point_position Fixed point position. + * + * @return Computed output tensor. + */ +Tensor compute_depth_convert(const TensorShape &shape, DataType dt_in, DataType dt_out, ConvertPolicy policy, uint32_t shift, uint32_t fixed_point_position) +{ + // Create tensors + Tensor src = create_tensor(shape, dt_in, 1, fixed_point_position); + Tensor dst = create_tensor(shape, dt_out, 1, fixed_point_position); + + // Create and configure function + NEDepthConvert depth_convert; + depth_convert.configure(&src, &dst, policy, shift); + + // Allocate tensors + src.allocator()->allocate(); + dst.allocator()->allocate(); + + BOOST_TEST(!src.info()->is_resizable()); + BOOST_TEST(!dst.info()->is_resizable()); + + // Fill tensors + library->fill_tensor_uniform(NEAccessor(src), 0); + + // Compute function + depth_convert.run(); + + return dst; +} +/** Configure and validate region/padding function. + * + * @param[in] shape Shape of the input and output tensors. + * @param[in] dt_in Data type of input tensor. + * @param[in] dt_out Data type of the output tensor. + * @param[in] policy Conversion policy. + * @param[in] shift Value for down/up conversions. Must be 0 <= shift < 8. + * @param[in] fixed_point_position Fixed point position. + * + */ + +void compute_configure_validate(const TensorShape &shape, DataType dt_in, DataType dt_out, ConvertPolicy policy, uint32_t shift, uint32_t fixed_point_position) +{ + // Create tensors + Tensor src = create_tensor(shape, dt_in, 1, fixed_point_position); + Tensor dst = create_tensor(shape, dt_out, 1, fixed_point_position); + + BOOST_TEST(src.info()->is_resizable()); + BOOST_TEST(dst.info()->is_resizable()); + + // Create and configure function + NEDepthConvert depth_convert; + depth_convert.configure(&src, &dst, policy, shift); + + // Validate valid region + const ValidRegion valid_region = shape_to_valid_region(shape); + validate(src.info()->valid_region(), valid_region); + validate(dst.info()->valid_region(), valid_region); + + // Validate padding + const PaddingSize padding(0, required_padding(shape.x(), 16), 0, 0); + validate(src.info()->padding(), padding); + validate(dst.info()->padding(), padding); +} +} // namespace + +#ifndef DOXYGEN_SKIP_THIS +BOOST_AUTO_TEST_SUITE(NEON) +BOOST_AUTO_TEST_SUITE(DepthConvert) + +BOOST_AUTO_TEST_SUITE(QS8_to_F32) +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * boost::unit_test::data::make({ ConvertPolicy::SATURATE }) + * boost::unit_test::data::xrange(1, 7, 1), + shape, policy, fixed_point_position) +{ + // Compute configure and validate region/padding + compute_configure_validate(shape, DataType::QS8, DataType::F32, policy, 0, fixed_point_position); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) +BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE }) + * boost::unit_test::data::xrange(1, 7, 1), + shape, policy, fixed_point_position) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::QS8, DataType::F32, policy, 0, fixed_point_position); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::QS8, DataType::F32, policy, 0, fixed_point_position); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE }) + * boost::unit_test::data::xrange(1, 7, 1), + shape, policy, fixed_point_position) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::QS8, DataType::F32, policy, 0, fixed_point_position); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::QS8, DataType::F32, policy, 0, fixed_point_position); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} + +BOOST_AUTO_TEST_SUITE_END() + +BOOST_AUTO_TEST_SUITE(F32_to_QS8) +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * boost::unit_test::data::make({ ConvertPolicy::SATURATE }) + * boost::unit_test::data::xrange(1, 7, 1), + shape, policy, fixed_point_position) +{ + // Compute configure and validate region/padding + compute_configure_validate(shape, DataType::F32, DataType::QS8, policy, 0, fixed_point_position); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) +BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE }) + * boost::unit_test::data::xrange(1, 7, 1), + shape, policy, fixed_point_position) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::F32, DataType::QS8, policy, 0, fixed_point_position); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::F32, DataType::QS8, policy, 0, fixed_point_position); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE }) + * boost::unit_test::data::xrange(1, 7, 1), + shape, policy, fixed_point_position) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::F32, DataType::QS8, policy, 0, fixed_point_position); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::F32, DataType::QS8, policy, 0, fixed_point_position); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} +BOOST_AUTO_TEST_SUITE_END() + +BOOST_AUTO_TEST_SUITE(U8_to_U16) +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) + +BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute configure and validate region/padding + compute_configure_validate(shape, DataType::U8, DataType::U16, policy, shift, 0); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) +BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::U8, DataType::U16, policy, shift, 0); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::U8, DataType::U16, policy, shift, 0); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} +BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::U8, DataType::U16, policy, shift, 0); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::U8, DataType::U16, policy, shift, 0); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} +BOOST_AUTO_TEST_SUITE_END() + +BOOST_AUTO_TEST_SUITE(U8_to_S16) +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute configure and validate region/padding + compute_configure_validate(shape, DataType::U8, DataType::S16, policy, shift, 0); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) +BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::U8, DataType::S16, policy, shift, 0); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::U8, DataType::S16, policy, shift, 0); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::U8, DataType::S16, policy, shift, 0); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::U8, DataType::S16, policy, shift, 0); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} +BOOST_AUTO_TEST_SUITE_END() + +BOOST_AUTO_TEST_SUITE(U8_to_S32) +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute configure and validate region/padding + compute_configure_validate(shape, DataType::U8, DataType::S32, policy, shift, 0); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) +BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::U8, DataType::S32, policy, shift, 0); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::U8, DataType::S32, policy, shift, 0); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::U8, DataType::S32, policy, shift, 0); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::U8, DataType::S32, policy, shift, 0); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} +BOOST_AUTO_TEST_SUITE_END() + +BOOST_AUTO_TEST_SUITE(U16_to_U8) +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute configure and validate region/padding + compute_configure_validate(shape, DataType::U16, DataType::U8, policy, shift, 0); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) +BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::U16, DataType::U8, policy, shift, 0); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::U16, DataType::U8, policy, shift, 0); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::U16, DataType::U8, policy, shift, 0); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::U16, DataType::U8, policy, shift, 0); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} +BOOST_AUTO_TEST_SUITE_END() + +BOOST_AUTO_TEST_SUITE(U16_to_U32) +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute configure and validate region/padding + compute_configure_validate(shape, DataType::U16, DataType::U32, policy, shift, 0); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) +BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::U16, DataType::U32, policy, shift, 0); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::U16, DataType::U32, policy, shift, 0); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::U16, DataType::U32, policy, shift, 0); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::U16, DataType::U32, policy, shift, 0); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} +BOOST_AUTO_TEST_SUITE_END() + +BOOST_AUTO_TEST_SUITE(S16_to_U8) +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute configure and validate region/padding + compute_configure_validate(shape, DataType::S16, DataType::U8, policy, shift, 0); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) +BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::S16, DataType::U8, policy, shift, 0); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::S16, DataType::U8, policy, shift, 0); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::S16, DataType::U8, policy, shift, 0); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::S16, DataType::U8, policy, shift, 0); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} +BOOST_AUTO_TEST_SUITE_END() + +BOOST_AUTO_TEST_SUITE(S16_to_S32) +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute configure and validate region/padding + compute_configure_validate(shape, DataType::S16, DataType::S32, policy, shift, 0); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) +BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::S16, DataType::S32, policy, shift, 0); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::S16, DataType::S32, policy, shift, 0); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::make({ ConvertPolicy::SATURATE, ConvertPolicy::WRAP }) + * boost::unit_test::data::xrange(0, 7, 1), + shape, policy, shift) +{ + // Compute function + Tensor dst = compute_depth_convert(shape, DataType::S16, DataType::S32, policy, shift, 0); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_depth_convert(shape, DataType::S16, DataType::S32, policy, shift, 0); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} +BOOST_AUTO_TEST_SUITE_END() + +BOOST_AUTO_TEST_SUITE_END() +BOOST_AUTO_TEST_SUITE_END() +#endif -- cgit v1.2.1