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author | Pablo Tello <pablo.tello@arm.com> | 2017-09-29 16:43:25 +0100 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:35:24 +0000 |
commit | bf2fb95c99ebd215b3c0d93cb970461185ef9716 (patch) | |
tree | ef9ea161a5b4bf04d057681eb435605f3d1fa5ab /tests/validation/fixtures | |
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/validation/fixtures')
-rw-r--r-- | tests/validation/fixtures/GEMMInterleaveBlockedFixture.h | 114 | ||||
-rw-r--r-- | tests/validation/fixtures/GEMMLowpFixture.h | 75 |
2 files changed, 189 insertions, 0 deletions
diff --git a/tests/validation/fixtures/GEMMInterleaveBlockedFixture.h b/tests/validation/fixtures/GEMMInterleaveBlockedFixture.h new file mode 100644 index 0000000000..89c188f6a6 --- /dev/null +++ b/tests/validation/fixtures/GEMMInterleaveBlockedFixture.h @@ -0,0 +1,114 @@ +/* + * 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_GEMM_INTERLEAVE_BLOCKED_FIXTURE +#define ARM_COMPUTE_TEST_GEMM_INTERLEAVE_BLOCKED_FIXTURE + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" +#include "tests/AssetsLibrary.h" +#include "tests/Globals.h" +#include "tests/IAccessor.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Fixture.h" +#include "tests/validation/CPP/GEMMInterleaveBlocked.h" +#include "tests/validation/Helpers.h" + +#include <random> + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +template <typename TensorType, typename AccessorType, typename FunctionType, bool Transposed = false> +class GEMMInterleaveBlockedValidationFixture : 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))); + _target = compute_target(shape_a, shape_b, int_by, block); + _reference = compute_reference(shape_a, shape_b, int_by, block); + } + +protected: + template <typename U> + void fill(U &&tensor, int i) + { + ARM_COMPUTE_ERROR_ON(tensor.data_type() != DataType::U8); + std::uniform_int_distribution<> distribution(0, 255); + library->fill(tensor, distribution, i); + } + + TensorType compute_target(const TensorShape &shape_a, const TensorShape &shape_b, int int_by, int block) + { + // Create tensors + TensorType a = create_tensor<TensorType>(shape_a, DataType::U8, 1); + TensorType b = create_tensor<TensorType>(shape_b, DataType::U8, 1); + + // Create and configure function + FunctionType f; + f.configure(&a, &b, int_by, block, Transposed); + + ARM_COMPUTE_EXPECT(a.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(b.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Allocate tensors + a.allocator()->allocate(); + b.allocator()->allocate(); + + ARM_COMPUTE_EXPECT(!a.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(!b.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Fill tensors + fill(AccessorType(a), 0); + + // Compute GEMM function + f.run(); + return b; + } + + SimpleTensor<uint8_t> compute_reference(const TensorShape &shape_a, const TensorShape &shape_b, int int_by, int block) + { + // Create reference + SimpleTensor<uint8_t> a{ shape_a, DataType::U8, 1 }; + SimpleTensor<uint8_t> b{ shape_b, DataType::U8, 1 }; + + // Fill reference + fill(a, 0); + return reference::gemm_interleave_blocked<uint8_t>(a, b, int_by, block, Transposed); + } + + TensorType _target{}; + SimpleTensor<uint8_t> _reference{}; +}; + +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_GEMM_INTERLEAVE_BLOCKED_FIXTURE */ diff --git a/tests/validation/fixtures/GEMMLowpFixture.h b/tests/validation/fixtures/GEMMLowpFixture.h index c972469e59..556b6c4725 100644 --- a/tests/validation/fixtures/GEMMLowpFixture.h +++ b/tests/validation/fixtures/GEMMLowpFixture.h @@ -120,6 +120,81 @@ protected: SimpleTensor<uint8_t> _reference{}; }; +template <typename TensorType, typename AccessorType, typename FunctionType> +class GEMMLowpValidationFixture : 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); + _target = compute_target(shape_a, shape_b, shape_c); + _reference = compute_reference(shape_a, shape_b, shape_c); + } + +protected: + template <typename U> + void fill(U &&tensor, int i, int lo, int hi) + { + std::uniform_int_distribution<> distribution(lo, hi); + library->fill(tensor, distribution, i); + } + + TensorType compute_target(const TensorShape &shape_a, const TensorShape &shape_b, const TensorShape &shape_c) + { + // Create tensors + TensorType a = create_tensor<TensorType>(shape_a, DataType::U8, 1); + TensorType b = create_tensor<TensorType>(shape_b, DataType::U8, 1); + TensorType c = create_tensor<TensorType>(shape_c, DataType::U32, 1); + + // Create and configure function + FunctionType gemmlowp; + gemmlowp.configure(&a, &b, &c); + + ARM_COMPUTE_EXPECT(a.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(b.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(c.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Allocate tensors + a.allocator()->allocate(); + b.allocator()->allocate(); + c.allocator()->allocate(); + + ARM_COMPUTE_EXPECT(!a.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(!b.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(!c.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Fill tensors + fill(AccessorType(a), 0, 0, 3); + fill(AccessorType(b), 1, 0, 3); + fill(AccessorType(c), 2, 0, 0); + + // Compute GEMM function + gemmlowp.run(); + return c; + } + + SimpleTensor<uint32_t> compute_reference(const TensorShape &shape_a, const TensorShape &shape_b, const TensorShape &shape_c) + { + // Create reference + SimpleTensor<uint8_t> a{ shape_a, DataType::U8, 1 }; + SimpleTensor<uint8_t> b{ shape_b, DataType::U8, 1 }; + SimpleTensor<uint32_t> c{ shape_c, DataType::U32, 1 }; + + // Fill reference + fill(a, 0, 0, 3); + fill(b, 1, 0, 3); + fill(c, 2, 0, 0); + + return reference::gemmlowp(a, b, c); + } + + TensorType _target{}; + SimpleTensor<uint32_t> _reference{}; +}; + } // namespace validation } // namespace test } // namespace arm_compute |