From 649962c9568d4eb35983b0b2e39de7bb0eca9f2b Mon Sep 17 00:00:00 2001 From: Michalis Spyrou Date: Wed, 22 May 2019 11:11:55 +0100 Subject: COMPMID-2239 Implement DEPTH_TO_SPACE for CL Change-Id: Ia064b742624c0052a7e2ff9bebe84e675369ff86 Signed-off-by: Michalis Spyrou Reviewed-on: https://review.mlplatform.org/c/1233 Tested-by: Arm Jenkins Reviewed-by: Giuseppe Rossini Comments-Addressed: Arm Jenkins --- tests/validation/CL/DepthToSpaceLayer.cpp | 115 ++++++++++++++++++++++++++++++ 1 file changed, 115 insertions(+) create mode 100644 tests/validation/CL/DepthToSpaceLayer.cpp (limited to 'tests/validation') diff --git a/tests/validation/CL/DepthToSpaceLayer.cpp b/tests/validation/CL/DepthToSpaceLayer.cpp new file mode 100644 index 0000000000..8a8ed62412 --- /dev/null +++ b/tests/validation/CL/DepthToSpaceLayer.cpp @@ -0,0 +1,115 @@ +/* + * 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/CL/CLTensor.h" +#include "arm_compute/runtime/CL/CLTensorAllocator.h" +#include "arm_compute/runtime/CL/functions/CLDepthToSpaceLayer.h" +#include "tests/CL/CLAccessor.h" +#include "tests/PaddingCalculator.h" +#include "tests/datasets/DepthToSpaceDataset.h" +#include "tests/datasets/ShapeDatasets.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/DepthToSpaceLayerFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +TEST_SUITE(CL) +TEST_SUITE(DepthToSpaceLayer) + +template +using CLDepthToSpaceLayerFixture = DepthToSpaceLayerValidationFixture; + +// *INDENT-OFF* +// clang-format off +DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( + framework::dataset::make("InputInfo", { TensorInfo(TensorShape(16U, 8U, 4U, 4U), 1, DataType::F32), + TensorInfo(TensorShape(16U, 8U, 4U, 4U), 1, DataType::F32), // block < 2 + TensorInfo(TensorShape(16U, 8U, 2U, 4U), 1, DataType::F32), // Mismatching data types + TensorInfo(TensorShape(16U, 8U, 2U, 4U), 1, DataType::F32), // Negative block shape + TensorInfo(TensorShape(32U, 16U, 2U, 4U, 4U), 1, DataType::F32), // Wrong tensor shape + }), + framework::dataset::make("BlockShape", { 2, 1, 2, 2, 2 })), + framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 16U, 1U, 4U), 1, DataType::F32), + TensorInfo(TensorShape(64U, 16U, 1U, 4U), 1, DataType::F32), + TensorInfo(TensorShape(32U, 16U, 2U, 1U), 1, DataType::F16), + TensorInfo(TensorShape(32U, 16U, 2U, 1U), 1, DataType::F32), + TensorInfo(TensorShape(32U, 8U, 2U, 1U), 1, DataType::F32), + })), + framework::dataset::make("Expected", { true, false, false, false, false})), + input_info, block_shape, output_info, expected) +{ + bool has_error = bool(CLDepthToSpaceLayer::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), block_shape)); + 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, CLDepthToSpaceLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallDepthToSpaceLayerDataset(), framework::dataset::make("DataType", + DataType::F32)), + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +FIXTURE_DATA_TEST_CASE(RunLarge, CLDepthToSpaceLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeDepthToSpaceLayerDataset(), framework::dataset::make("DataType", + DataType::F32)), + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // FP32 + +TEST_SUITE(FP16) +FIXTURE_DATA_TEST_CASE(RunSmall, CLDepthToSpaceLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallDepthToSpaceLayerDataset(), framework::dataset::make("DataType", + DataType::F16)), + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +FIXTURE_DATA_TEST_CASE(RunLarge, CLDepthToSpaceLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeDepthToSpaceLayerDataset(), framework::dataset::make("DataType", + DataType::F16)), + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // FP16 +TEST_SUITE_END() // Float + +TEST_SUITE_END() // DepthToSpace +TEST_SUITE_END() // CL +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1