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Diffstat (limited to 'tests/validation/CL/ReorgLayer.cpp')
| -rw-r--r-- | tests/validation/CL/ReorgLayer.cpp | 168 |
1 files changed, 168 insertions, 0 deletions
diff --git a/tests/validation/CL/ReorgLayer.cpp b/tests/validation/CL/ReorgLayer.cpp new file mode 100644 index 0000000000..e4caa04c3a --- /dev/null +++ b/tests/validation/CL/ReorgLayer.cpp @@ -0,0 +1,168 @@ +/* + * 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/CL/functions/CLReorgLayer.h" +#include "tests/CL/CLAccessor.h" +#include "tests/CL/Helper.h" +#include "tests/PaddingCalculator.h" +#include "tests/datasets/ReorgLayerDataset.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/ReorgLayerFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +TEST_SUITE(CL) +TEST_SUITE(ReorgLayer) + +// *INDENT-OFF* +// clang-format off +DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( + framework::dataset::make("InputInfo", { TensorInfo(TensorShape(10U, 12U, 1U, 2U), 1, DataType::S64), // Wrong output tensor + TensorInfo(TensorShape(10U, 12U, 1U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(10U, 12U, 1U, 2U), 1, DataType::F32), // Wrong output tensor + TensorInfo(TensorShape(3U, 12U, 4U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(3U, 12U, 4U, 2U), 1, DataType::F32), // Wrong data type + }), + framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(3U, 4U, 10U, 2U), 1, DataType::S64), + TensorInfo(TensorShape(5U, 6U, 4U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(5U, 6U, 2, 2U), 1, DataType::F32), + TensorInfo(TensorShape(1U, 4U, 36U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(1U, 4U, 36U, 2U), 1, DataType::F16), + })), + framework::dataset::make("Stride", { 2, 2, 4, 3 })), + framework::dataset::make("Expected", { false, true, false, true, false })), + input_info, output_info, stride, expected) +{ + bool status = bool(CLReorgLayer::validate(&input_info, &output_info, stride)); + ARM_COMPUTE_EXPECT(status == expected, framework::LogLevel::ERRORS); +} +// clang-format on +// *INDENT-ON* + +DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(framework::dataset::concat(datasets::SmallReorgLayerDataset(), datasets::LargeReorgLayerDataset()), + framework::dataset::make("DataType", { DataType::F32, DataType::F16, DataType::QASYMM8 })), + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), + shape, stride, data_type, data_layout) +{ + // Permute the tensor shape in case of NHWC data layout + TensorShape shape_to_use = shape; + if(data_layout == DataLayout::NHWC) + { + permute(shape_to_use, PermutationVector(2U, 0U, 1U)); + } + + // Create tensors + CLTensor src = create_tensor<CLTensor>(shape_to_use, data_type, 1, QuantizationInfo(), data_layout); + CLTensor dst; + + ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Create and configure function + CLReorgLayer reorg_layer; + + // Auto-initialize the output within the function + reorg_layer.configure(&src, &dst, stride); + + // Validate valid region + const ValidRegion src_valid_region = shape_to_valid_region(shape_to_use); + const ValidRegion dst_valid_region = shape_to_valid_region(dst.info()->tensor_shape()); + validate(src.info()->valid_region(), src_valid_region); + validate(dst.info()->valid_region(), dst_valid_region); + + // Validate padding + const int step = 1; + const PaddingSize src_padding = PaddingCalculator(shape_to_use.x(), step).required_padding(); + const PaddingSize dst_padding = PaddingCalculator(dst.info()->tensor_shape().x(), step).required_padding(); + validate(src.info()->padding(), src_padding); + validate(dst.info()->padding(), dst_padding); +} + +template <typename T> +using CLReorgLayerFixture = ReorgLayerValidationFixture<CLTensor, CLAccessor, CLReorgLayer, T>; + +TEST_SUITE(S32) +FIXTURE_DATA_TEST_CASE(RunSmall, CLReorgLayerFixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallReorgLayerDataset(), framework::dataset::make("DataType", + DataType::S32)), + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, CLReorgLayerFixture<int32_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeReorgLayerDataset(), framework::dataset::make("DataType", + DataType::S32)), + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // S32 + +TEST_SUITE(S16) +FIXTURE_DATA_TEST_CASE(RunSmall, CLReorgLayerFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallReorgLayerDataset(), framework::dataset::make("DataType", + DataType::S16)), + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, CLReorgLayerFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeReorgLayerDataset(), framework::dataset::make("DataType", + DataType::S16)), + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // S16 + +TEST_SUITE(S8) +FIXTURE_DATA_TEST_CASE(RunSmall, CLReorgLayerFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallReorgLayerDataset(), framework::dataset::make("DataType", + DataType::S8)), + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, CLReorgLayerFixture<int8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeReorgLayerDataset(), framework::dataset::make("DataType", DataType::S8)), + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // S8 + +TEST_SUITE_END() // ReorgLayer +TEST_SUITE_END() // CL +} // namespace validation +} // namespace test +} // namespace arm_compute |