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Diffstat (limited to 'tests/validation/fixtures/GEMMTranspose1xWFixture.h')
-rw-r--r-- | tests/validation/fixtures/GEMMTranspose1xWFixture.h | 141 |
1 files changed, 141 insertions, 0 deletions
diff --git a/tests/validation/fixtures/GEMMTranspose1xWFixture.h b/tests/validation/fixtures/GEMMTranspose1xWFixture.h new file mode 100644 index 0000000000..d83d5e9c06 --- /dev/null +++ b/tests/validation/fixtures/GEMMTranspose1xWFixture.h @@ -0,0 +1,141 @@ +/* + * Copyright (c) 2017, 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. + */ +#ifndef ARM_COMPUTE_TEST_GEMM_TRANSPOSE_1XW_FIXTURE +#define ARM_COMPUTE_TEST_GEMM_TRANSPOSE_1XW_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/Helpers.h" +#include "tests/validation/reference/GEMMTranspose1xW.h" + +#include <random> + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class GEMMTranspose1xWValidationFixedPointFixture : public framework::Fixture +{ +public: + template <typename...> + void setup(size_t x, size_t y, DataType data_type, int fractional_bits) + { + _fractional_bits = fractional_bits; + _data_type = data_type; + const TensorShape shape_a(x, y); + const unsigned int transpose_w = 16 / data_size_from_type(data_type); + const TensorShape shape_b(static_cast<size_t>(y * transpose_w), static_cast<size_t>(std::ceil(x / static_cast<float>(transpose_w)))); + _target = compute_target(shape_a, shape_b, data_type, fractional_bits); + _reference = compute_reference(shape_a, shape_b, data_type, fractional_bits); + } + +protected: + template <typename U> + void fill(U &&tensor, int i) + { + switch(tensor.data_type()) + { + case DataType::F16: + case DataType::F32: + { + std::uniform_real_distribution<> distribution(-1.f, 1.f); + library->fill(tensor, distribution, i); + break; + } + default: + library->fill_tensor_uniform(tensor, i); + break; + } + } + + TensorType compute_target(const TensorShape &shape_a, const TensorShape &shape_b, DataType data_type, int fixed_point_position) + { + // Create tensors + TensorType a = create_tensor<TensorType>(shape_a, data_type, 1, fixed_point_position); + TensorType b = create_tensor<TensorType>(shape_b, data_type, 1, fixed_point_position); + + // Create and configure function + FunctionType f; + f.configure(&a, &b); + + 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); + fill(AccessorType(b), 1); + + // Compute GEMM function + f.run(); + + return b; + } + + SimpleTensor<T> compute_reference(const TensorShape &shape_a, const TensorShape &shape_b, DataType data_type, int fixed_point_position) + { + // Create reference + SimpleTensor<T> a{ shape_a, data_type, 1, fixed_point_position }; + + // Fill reference + fill(a, 0); + + return reference::gemm_transpose_1xW<T>(a); + } + + TensorType _target{}; + SimpleTensor<T> _reference{}; + int _fractional_bits{}; + DataType _data_type{}; +}; + +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class GEMMTranspose1xWValidationFixture : public GEMMTranspose1xWValidationFixedPointFixture<TensorType, AccessorType, FunctionType, T> +{ +public: + template <typename...> + void setup(size_t x, size_t y, DataType data_type) + { + GEMMTranspose1xWValidationFixedPointFixture<TensorType, AccessorType, FunctionType, T>::setup(x, y, data_type, 0); + } +}; + +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_GEMM_TRANSPOSE_1XW_FIXTURE */ |