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Diffstat (limited to 'tests/validation/fixtures/GEMMInterleaveBlockedFixture.h')
-rw-r--r-- | tests/validation/fixtures/GEMMInterleaveBlockedFixture.h | 114 |
1 files changed, 114 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 */ |