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Diffstat (limited to 'tests/benchmark/NEON/Convolution.cpp')
| -rw-r--r-- | tests/benchmark/NEON/Convolution.cpp | 206 |
1 files changed, 206 insertions, 0 deletions
diff --git a/tests/benchmark/NEON/Convolution.cpp b/tests/benchmark/NEON/Convolution.cpp new file mode 100644 index 0000000000..29ff60a48a --- /dev/null +++ b/tests/benchmark/NEON/Convolution.cpp @@ -0,0 +1,206 @@ +/* + * 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//Tensor.h" +#include "arm_compute/runtime/NEON/functions/NEConvolution.h" +#include "tests/NEON/Accessor.h" +#include "tests/benchmark/fixtures/ConvolutionFixture.h" +#include "tests/datasets/BorderModeDataset.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 +{ +// *INDENT-OFF* +// clang-format off + +#define CONVOLUTION_SQUARE_DATA_TEST_CASE(TEST_NAME, MODE, SHAPES, DT, FILTER_SIZE) \ + REGISTER_FIXTURE_DATA_TEST_CASE(TEST_NAME, NEConvolutionFixture, framework::DatasetMode::MODE, \ + combine(combine(combine( \ + datasets::SHAPES, \ + framework::dataset::make("DataType", DataType::DT)), \ + datasets::BorderModes()), \ + framework::dataset::make("FilterSize", { FILTER_SIZE }))); + +#define CONVOLUTION_RECTANGLE_DATA_TEST_CASE(TEST_NAME, MODE, SHAPES, DT) \ + REGISTER_FIXTURE_DATA_TEST_CASE(TEST_NAME, NEConvolutionFixture, framework::DatasetMode::MODE, \ + combine(combine(combine(combine( \ + datasets::SHAPES, \ + framework::dataset::make("DataType", DataType::DT)), \ + datasets::BorderModes()), \ + framework::dataset::make("FilterSize", { 3, 5, 7, 9 })), \ + framework::dataset::make("FilterSize", { 3, 5, 7, 9 }))); + +#define CONVOLUTION_SEPARABLE_DATA_TEST_CASE(TEST_NAME, MODE, SHAPES, DT, FILTER_SIZE) \ + CONVOLUTION_SQUARE_DATA_TEST_CASE(TEST_NAME, MODE, SHAPES, DT, FILTER_SIZE) + +// clang-format on +// *INDENT-ON* + +} // namespace + +TEST_SUITE(NEON) +TEST_SUITE(CustomConvolution) + +TEST_SUITE(Square3x3) + +using NEConvolutionFixture = ConvolutionSquareFixture<Tensor, NEConvolution3x3, Accessor>; + +TEST_SUITE(U8) +CONVOLUTION_SQUARE_DATA_TEST_CASE(RunSmall, PRECOMMIT, SmallShapes(), U8, 3) +CONVOLUTION_SQUARE_DATA_TEST_CASE(RunLarge, NIGHTLY, LargeShapes(), U8, 3) +TEST_SUITE_END() // U8 + +TEST_SUITE(S16) +CONVOLUTION_SQUARE_DATA_TEST_CASE(RunSmall, PRECOMMIT, SmallShapes(), S16, 3) +CONVOLUTION_SQUARE_DATA_TEST_CASE(RunLarge, NIGHTLY, LargeShapes(), S16, 3) +TEST_SUITE_END() // S16 + +TEST_SUITE_END() // Square3x3 + +TEST_SUITE(Square5x5) + +using NEConvolutionFixture = ConvolutionSquareFixture<Tensor, NEConvolution5x5, Accessor>; + +TEST_SUITE(U8) +CONVOLUTION_SQUARE_DATA_TEST_CASE(RunSmall, PRECOMMIT, SmallShapes(), U8, 5) +CONVOLUTION_SQUARE_DATA_TEST_CASE(RunLarge, NIGHTLY, LargeShapes(), U8, 5) +TEST_SUITE_END() // U8 + +TEST_SUITE(S16) +CONVOLUTION_SQUARE_DATA_TEST_CASE(RunSmall, PRECOMMIT, SmallShapes(), S16, 5) +CONVOLUTION_SQUARE_DATA_TEST_CASE(RunLarge, NIGHTLY, LargeShapes(), S16, 5) +TEST_SUITE_END() // S16 + +TEST_SUITE_END() // Square5x5 + +TEST_SUITE(Square7x7) + +using NEConvolutionFixture = ConvolutionSquareFixture<Tensor, NEConvolution7x7, Accessor>; + +TEST_SUITE(U8) +CONVOLUTION_SQUARE_DATA_TEST_CASE(RunSmall, PRECOMMIT, SmallShapes(), U8, 7) +CONVOLUTION_SQUARE_DATA_TEST_CASE(RunLarge, NIGHTLY, LargeShapes(), U8, 7) +TEST_SUITE_END() // U8 + +TEST_SUITE(S16) +CONVOLUTION_SQUARE_DATA_TEST_CASE(RunSmall, PRECOMMIT, SmallShapes(), S16, 7) +CONVOLUTION_SQUARE_DATA_TEST_CASE(RunLarge, NIGHTLY, LargeShapes(), S16, 7) +TEST_SUITE_END() // S16 + +TEST_SUITE_END() // Square7x7 + +TEST_SUITE(Square9x9) + +using NEConvolutionFixture = ConvolutionSquareFixture<Tensor, NEConvolution9x9, Accessor>; + +TEST_SUITE(U8) +CONVOLUTION_SQUARE_DATA_TEST_CASE(RunSmall, PRECOMMIT, SmallShapes(), U8, 9) +CONVOLUTION_SQUARE_DATA_TEST_CASE(RunLarge, NIGHTLY, LargeShapes(), U8, 9) +TEST_SUITE_END() // U8 + +TEST_SUITE(S16) +CONVOLUTION_SQUARE_DATA_TEST_CASE(RunSmall, PRECOMMIT, SmallShapes(), S16, 9) +CONVOLUTION_SQUARE_DATA_TEST_CASE(RunLarge, NIGHTLY, LargeShapes(), S16, 9) +TEST_SUITE_END() // S16 + +TEST_SUITE_END() // Square9x9 + +TEST_SUITE(Rectangle) + +using NEConvolutionFixture = ConvolutionRectangleFixture<Tensor, NEConvolutionRectangle, Accessor>; + +TEST_SUITE(U8) +CONVOLUTION_RECTANGLE_DATA_TEST_CASE(RunSmall, PRECOMMIT, SmallShapes(), U8) +CONVOLUTION_RECTANGLE_DATA_TEST_CASE(RunLarge, NIGHTLY, LargeShapes(), U8) +TEST_SUITE_END() // U8 + +TEST_SUITE(S16) +CONVOLUTION_RECTANGLE_DATA_TEST_CASE(RunSmall, PRECOMMIT, SmallShapes(), S16) +CONVOLUTION_RECTANGLE_DATA_TEST_CASE(RunLarge, NIGHTLY, LargeShapes(), S16) +TEST_SUITE_END() // S16 + +TEST_SUITE_END() // Rectangle + +TEST_SUITE(Separable5x5) + +using NEConvolutionFixture = ConvolutionSeperableFixture<Tensor, NEConvolution5x5, Accessor>; + +TEST_SUITE(U8) +CONVOLUTION_SEPARABLE_DATA_TEST_CASE(RunSmall, PRECOMMIT, SmallShapes(), U8, 5) +CONVOLUTION_SEPARABLE_DATA_TEST_CASE(RunLarge, NIGHTLY, LargeShapes(), U8, 5) +TEST_SUITE_END() // U8 + +TEST_SUITE(S16) +CONVOLUTION_SEPARABLE_DATA_TEST_CASE(RunSmall, PRECOMMIT, SmallShapes(), S16, 5) +CONVOLUTION_SEPARABLE_DATA_TEST_CASE(RunLarge, NIGHTLY, LargeShapes(), S16, 5) +TEST_SUITE_END() // S16 + +TEST_SUITE_END() // Separable5x5 + +TEST_SUITE(Separable7x7) + +using NEConvolutionFixture = ConvolutionSeperableFixture<Tensor, NEConvolution7x7, Accessor>; + +TEST_SUITE(U8) +CONVOLUTION_SEPARABLE_DATA_TEST_CASE(RunSmall, PRECOMMIT, SmallShapes(), U8, 7) +CONVOLUTION_SEPARABLE_DATA_TEST_CASE(RunLarge, NIGHTLY, LargeShapes(), U8, 7) +TEST_SUITE_END() // U8 + +TEST_SUITE(S16) +CONVOLUTION_SEPARABLE_DATA_TEST_CASE(RunSmall, PRECOMMIT, SmallShapes(), S16, 7) +CONVOLUTION_SEPARABLE_DATA_TEST_CASE(RunLarge, NIGHTLY, LargeShapes(), S16, 7) +TEST_SUITE_END() // S16 + +TEST_SUITE_END() // Separable7x7 + +TEST_SUITE(Separable9x9) + +using NEConvolutionFixture = ConvolutionSeperableFixture<Tensor, NEConvolution9x9, Accessor>; + +TEST_SUITE(U8) +CONVOLUTION_SEPARABLE_DATA_TEST_CASE(RunSmall, PRECOMMIT, SmallShapes(), U8, 9) +CONVOLUTION_SEPARABLE_DATA_TEST_CASE(RunLarge, NIGHTLY, LargeShapes(), U8, 9) +TEST_SUITE_END() // U8 + +TEST_SUITE(S16) +CONVOLUTION_SEPARABLE_DATA_TEST_CASE(RunSmall, PRECOMMIT, SmallShapes(), S16, 9) +CONVOLUTION_SEPARABLE_DATA_TEST_CASE(RunLarge, NIGHTLY, LargeShapes(), S16, 9) +TEST_SUITE_END() // S16 + +TEST_SUITE_END() // Separable9x9 + +TEST_SUITE_END() // CustomConvolution +TEST_SUITE_END() // NEON +} // namespace benchmark +} // namespace test +} // namespace arm_compute |