diff options
author | Pablo Tello <pablo.tello@arm.com> | 2017-09-29 16:43:25 +0100 |
---|---|---|
committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:35:24 +0000 |
commit | bf2fb95c99ebd215b3c0d93cb970461185ef9716 (patch) | |
tree | ef9ea161a5b4bf04d057681eb435605f3d1fa5ab /tests/benchmark | |
parent | dd715f2a88827241a3fb9e4a2d8be82455f649f7 (diff) | |
download | ComputeLibrary-bf2fb95c99ebd215b3c0d93cb970461185ef9716.tar.gz |
COMPMID-481: Add gemmlowp_aarch64_v8p4 kernel.
Change-Id: I15496b16ffd636f5bff76572e750df7e15c80830
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/90532
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Diffstat (limited to 'tests/benchmark')
-rw-r--r-- | tests/benchmark/NEON/GEMMLowp.cpp | 65 | ||||
-rw-r--r-- | tests/benchmark/fixtures/GEMMLowpFixture.h | 125 |
2 files changed, 190 insertions, 0 deletions
diff --git a/tests/benchmark/NEON/GEMMLowp.cpp b/tests/benchmark/NEON/GEMMLowp.cpp new file mode 100644 index 0000000000..8cf143393d --- /dev/null +++ b/tests/benchmark/NEON/GEMMLowp.cpp @@ -0,0 +1,65 @@ +/* + * 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/NEGEMMLowp.h" +#include "arm_compute/runtime/Tensor.h" +#include "arm_compute/runtime/TensorAllocator.h" +#include "tests/NEON/Accessor.h" +#include "tests/benchmark/fixtures/GEMMLowpFixture.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "utils/TypePrinter.h" + +#include "arm_compute/core/NEON/kernels/NEGEMMInterleaveBlockedKernel.h" +#include "tests/NEON/Helper.h" + +namespace arm_compute +{ +namespace test +{ +const auto data_int_blk = framework::dataset::make("M", 800) * framework::dataset::make("N", 800) * framework::dataset::make("by", 8, 13) * framework::dataset::make("block", 4, 9); + +TEST_SUITE(NEON) + +TEST_SUITE(INTERLEAVE_BLOCKED) +using NEInterleaveBlocked = NESynthetizeFunction<NEGEMMInterleaveBlockedKernel>; +using NEGEMMInterleaveBlockedFixture = GEMMInterleaveBlockedFixture<Tensor, NEInterleaveBlocked, Accessor>; +REGISTER_FIXTURE_DATA_TEST_CASE(InterleaveBlocked, NEGEMMInterleaveBlockedFixture, framework::DatasetMode::ALL, data_int_blk); +TEST_SUITE_END() + +#if 0 //FIXME: enable when we update NEGEMMLowp interface to work without offsets +TEST_SUITE(U32) +using NEGEMMLowpFixture = GEMMLowpFixture<Tensor, NEGEMMLowp, Accessor>; +REGISTER_FIXTURE_DATA_TEST_CASE(GEMMLowp, NEGEMMLowpFixture, framework::DatasetMode::ALL, framework::dataset::make("M", 100, 120) * framework::dataset::make("N", 100, + 110) + * framework::dataset::make("K", 16, 20)); + +TEST_SUITE_END() +#endif // defined(__aarch64__) + +TEST_SUITE_END() + +} // namespace test +} // namespace arm_compute diff --git a/tests/benchmark/fixtures/GEMMLowpFixture.h b/tests/benchmark/fixtures/GEMMLowpFixture.h new file mode 100644 index 0000000000..b640705990 --- /dev/null +++ b/tests/benchmark/fixtures/GEMMLowpFixture.h @@ -0,0 +1,125 @@ +/* + * 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_GEMMFIXTURE +#define ARM_COMPUTE_TEST_GEMMFIXTURE + +#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 +{ +template <typename TensorType, typename Function, typename Accessor, bool Transposed = false> +class GEMMInterleaveBlockedFixture : public framework::Fixture +{ +public: + template <typename...> + void setup(size_t x, size_t y, int int_by, int block) + { + const float interleave_by_f32 = int_by; + const TensorShape shape_a(x, y); + const TensorShape shape_b(static_cast<size_t>(x * interleave_by_f32), static_cast<size_t>(std::ceil(y / interleave_by_f32))); + // Create tensors + a = create_tensor<TensorType>(shape_a, DataType::U8, 1); + b = create_tensor<TensorType>(shape_b, DataType::U8, 1); + + // Create and configure function + f.configure(&a, &b, int_by, block, Transposed); + + // Allocate tensors + a.allocator()->allocate(); + b.allocator()->allocate(); + } + void run() + { + f.run(); + } + + void teardown() + { + a.allocator()->free(); + b.allocator()->free(); + } + +private: + TensorType a{}; + TensorType b{}; + Function f{}; +}; + +/** Fixture that can be used for NEON and CL */ +template <typename TensorType, typename Function, typename Accessor> +class GEMMLowpFixture : public framework::Fixture +{ +public: + template <typename...> + void setup(size_t m, size_t n, size_t k) + { + const TensorShape shape_a(k, m); + const TensorShape shape_b(n, k); + const TensorShape shape_c(n, m); + // Create tensors + a = create_tensor<TensorType>(shape_a, DataType::U8, 1); + b = create_tensor<TensorType>(shape_b, DataType::U8, 1); + c = create_tensor<TensorType>(shape_c, DataType::U32, 1); + + // Create and configure function + gemmlowp.configure(&a, &b, &c); + + // Allocate tensors + a.allocator()->allocate(); + b.allocator()->allocate(); + c.allocator()->allocate(); + + // Fill tensors + library->fill_tensor_uniform(Accessor(a), 0); + library->fill_tensor_uniform(Accessor(b), 1); + library->fill_tensor_uniform(Accessor(c), 2); + } + void run() + { + gemmlowp.run(); + } + + void teardown() + { + a.allocator()->free(); + b.allocator()->free(); + c.allocator()->free(); + } + +private: + TensorType a{}; + TensorType b{}; + TensorType c{}; + Function gemmlowp{}; +}; + +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_GEMMFIXTURE */ |