From 5e387c4b38d12bf96ff07e2ca8963259b5d05b3b Mon Sep 17 00:00:00 2001 From: Michalis Spyrou Date: Fri, 15 Dec 2017 10:55:28 +0000 Subject: Add CL/NEON Dequantization benchmark tests Change-Id: I11d21ddf4826364b254c3c2e210e53973295f282 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113477 Reviewed-by: Georgios Pinitas Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com --- tests/benchmark/CL/DequantizationLayer.cpp | 59 ++++++++++++++ tests/benchmark/NEON/DequantizationLayer.cpp | 59 ++++++++++++++ .../fixtures/DequantizationLayerFixture.h | 92 ++++++++++++++++++++++ 3 files changed, 210 insertions(+) create mode 100644 tests/benchmark/CL/DequantizationLayer.cpp create mode 100644 tests/benchmark/NEON/DequantizationLayer.cpp create mode 100644 tests/benchmark/fixtures/DequantizationLayerFixture.h (limited to 'tests') diff --git a/tests/benchmark/CL/DequantizationLayer.cpp b/tests/benchmark/CL/DequantizationLayer.cpp new file mode 100644 index 0000000000..d34034eaa6 --- /dev/null +++ b/tests/benchmark/CL/DequantizationLayer.cpp @@ -0,0 +1,59 @@ +/* + * 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 "arm_compute/core/TensorShape.h" +#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/CLDequantizationLayer.h" +#include "tests/CL/CLAccessor.h" +#include "tests/benchmark/fixtures/DequantizationLayerFixture.h" +#include "tests/datasets/ShapeDatasets.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "utils/TypePrinter.h" + +namespace arm_compute +{ +namespace test +{ +namespace benchmark +{ +namespace +{ +const auto data_types_src = framework::dataset::make("DataType", { DataType::U8 }); +const auto data_types_dst = framework::dataset::make("DataType", { DataType::F32 }); +} // namespace + +using CLDequantizationLayerFixture = DequantizationLayerFixture; + +TEST_SUITE(CL) + +REGISTER_FIXTURE_DATA_TEST_CASE(DequantizationLayer, CLDequantizationLayerFixture, + framework::DatasetMode::ALL, + framework::dataset::combine(framework::dataset::combine(datasets::Small3DShapes(), data_types_src), data_types_dst)); + +TEST_SUITE_END() +} // namespace benchmark +} // namespace test +} // namespace arm_compute diff --git a/tests/benchmark/NEON/DequantizationLayer.cpp b/tests/benchmark/NEON/DequantizationLayer.cpp new file mode 100644 index 0000000000..9a0a1e71ba --- /dev/null +++ b/tests/benchmark/NEON/DequantizationLayer.cpp @@ -0,0 +1,59 @@ +/* + * 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 "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/NEON/functions/NEDequantizationLayer.h" +#include "arm_compute/runtime/Tensor.h" +#include "arm_compute/runtime/TensorAllocator.h" +#include "tests/NEON/Accessor.h" +#include "tests/benchmark/fixtures/DequantizationLayerFixture.h" +#include "tests/datasets/ShapeDatasets.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "utils/TypePrinter.h" + +namespace arm_compute +{ +namespace test +{ +namespace benchmark +{ +namespace +{ +const auto data_types_src = framework::dataset::make("DataType", { DataType::U8 }); +const auto data_types_dst = framework::dataset::make("DataType", { DataType::F32 }); +} // namespace + +using NEDequantizationLayerFixture = DequantizationLayerFixture; + +TEST_SUITE(NEON) + +REGISTER_FIXTURE_DATA_TEST_CASE(DequantizationLayer, NEDequantizationLayerFixture, + framework::DatasetMode::ALL, + framework::dataset::combine(framework::dataset::combine(datasets::Small3DShapes(), data_types_src), data_types_dst)); + +TEST_SUITE_END() +} // namespace benchmark +} // namespace test +} // namespace arm_compute diff --git a/tests/benchmark/fixtures/DequantizationLayerFixture.h b/tests/benchmark/fixtures/DequantizationLayerFixture.h new file mode 100644 index 0000000000..30e05f9c3b --- /dev/null +++ b/tests/benchmark/fixtures/DequantizationLayerFixture.h @@ -0,0 +1,92 @@ +/* + * 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. + */ +#ifndef ARM_COMPUTE_TEST_DEQUANTIZATION_LAYER_FIXTURE +#define ARM_COMPUTE_TEST_DEQUANTIZATION_LAYER_FIXTURE + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" +#include "tests/Globals.h" +#include "tests/Utils.h" +#include "tests/framework/Fixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace benchmark +{ +/** Fixture that can be used for NEON and CL */ +template +class DequantizationLayerFixture : public framework::Fixture +{ +public: + template + void setup(TensorShape shape, DataType data_type_src, DataType data_type_dst) + { + TensorShape shape_min_max = shape; + shape_min_max.set(Window::DimX, 2); + + // Remove Y and Z dimensions and keep the batches + shape_min_max.remove_dimension(1); + shape_min_max.remove_dimension(1); + + // Create tensors + src = create_tensor(shape, data_type_src); + dst = create_tensor(shape, data_type_dst); + min_max = create_tensor(shape_min_max, data_type_dst); + + // Create and configure function + dequantization_func.configure(&src, &dst, &min_max); + + // Allocate tensors + src.allocator()->allocate(); + dst.allocator()->allocate(); + min_max.allocator()->allocate(); + + // Fill tensors + library->fill_tensor_uniform(Accessor(src), 0); + } + + void run() + { + dequantization_func.run(); + } + + void teardown() + { + src.allocator()->free(); + dst.allocator()->free(); + min_max.allocator()->free(); + } + +private: + TensorType src{}; + TensorType dst{}; + TensorType min_max{}; + Function dequantization_func{}; +}; +} // namespace benchmark +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_DEQUANTIZATION_LAYER_FIXTURE */ -- cgit v1.2.1