/* * Copyright (c) 2017-2019 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 namespace arm_compute { namespace test { namespace validation { template class GEMMTranspose1xWValidationFixture : public framework::Fixture { public: template void setup(size_t x, size_t y, DataType data_type) { _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(y * transpose_w), static_cast(std::ceil(x / static_cast(transpose_w)))); _target = compute_target(shape_a, shape_b, data_type); _reference = compute_reference(shape_a, data_type); } protected: template 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) { // Create tensors TensorType a = create_tensor(shape_a, data_type, 1); TensorType b = create_tensor(shape_b, data_type, 1); // 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 compute_reference(const TensorShape &shape_a, DataType data_type) { // Create reference SimpleTensor a{ shape_a, data_type, 1 }; // Fill reference fill(a, 0); return reference::gemm_transpose_1xW(a); } TensorType _target{}; SimpleTensor _reference{}; DataType _data_type{}; }; } // namespace validation } // namespace test } // namespace arm_compute #endif /* ARM_COMPUTE_TEST_GEMM_TRANSPOSE_1XW_FIXTURE */