/* * Copyright (c) 2018-2020 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_ELEMENTWISE_UNARY_FIXTURE #define ARM_COMPUTE_TEST_ELEMENTWISE_UNARY_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/reference/ElementWiseUnary.h" namespace arm_compute { namespace test { namespace validation { template class ElementWiseUnaryValidationFixture : public framework::Fixture { public: template void setup(TensorShape input_shape, DataType input_data_type, bool in_place, ElementWiseUnary op) { _op = op; _target = compute_target(input_shape, input_data_type, in_place); _reference = compute_reference(input_shape, input_data_type); } protected: template void fill(U &&tensor, int i, DataType data_type) { switch(_op) { case ElementWiseUnary::EXP: { std::uniform_real_distribution<> distribution(-1.0f, 1.0f); library->fill(tensor, distribution, i); break; } case ElementWiseUnary::RSQRT: { std::uniform_real_distribution<> distribution(1.0f, 2.0f); library->fill(tensor, distribution, i); break; } case ElementWiseUnary::ABS: case ElementWiseUnary::NEG: { switch(data_type) { case DataType::F32: case DataType::F16: { std::uniform_real_distribution<> distribution(-2.0f, 2.0f); library->fill(tensor, distribution, i); break; } case DataType::S32: { std::uniform_int_distribution distribution(-100, 100); library->fill(tensor, distribution, i); break; } default: ARM_COMPUTE_ERROR("DataType for Elementwise Negation Not implemented"); } break; } case ElementWiseUnary::LOG: { std::uniform_real_distribution<> distribution(0.0000001f, 100.0f); library->fill(tensor, distribution, i); break; } case ElementWiseUnary::SIN: { std::uniform_real_distribution<> distribution(-100.00f, 100.00f); library->fill(tensor, distribution, i); break; } case ElementWiseUnary::ROUND: { std::uniform_real_distribution<> distribution(100.0f, -100.0f); library->fill(tensor, distribution, i); break; } default: ARM_COMPUTE_ERROR("Not implemented"); } } TensorType compute_target(const TensorShape &shape, DataType data_type, bool in_place) { // Create tensors TensorType src = create_tensor(shape, data_type); TensorType dst = create_tensor(shape, data_type); TensorType *actual_dst = in_place ? &src : &dst; // Create and configure function FunctionType elwiseunary_layer; elwiseunary_layer.configure(&src, actual_dst); ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); src.allocator()->allocate(); ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS); if(!in_place) { ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); dst.allocator()->allocate(); ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); } // Fill tensors fill(AccessorType(src), 0, data_type); // Compute function elwiseunary_layer.run(); if(in_place) { return src; } else { return dst; } } SimpleTensor compute_reference(const TensorShape &shape, DataType data_type) { // Create reference SimpleTensor src{ shape, data_type }; // Fill reference fill(src, 0, data_type); return reference::elementwise_unary(src, _op); } TensorType _target{}; SimpleTensor _reference{}; ElementWiseUnary _op{}; }; template class RsqrtValidationFixture : public ElementWiseUnaryValidationFixture { public: template void setup(const TensorShape &shape, DataType data_type) { ElementWiseUnaryValidationFixture::setup(shape, data_type, false, ElementWiseUnary::RSQRT); } }; template class ExpValidationFixture : public ElementWiseUnaryValidationFixture { public: template void setup(const TensorShape &shape, DataType data_type) { ElementWiseUnaryValidationFixture::setup(shape, data_type, false, ElementWiseUnary::EXP); } }; template class NegValidationFixture : public ElementWiseUnaryValidationFixture { public: template void setup(const TensorShape &shape, DataType data_type) { ElementWiseUnaryValidationFixture::setup(shape, data_type, false, ElementWiseUnary::NEG); } }; template class NegValidationInPlaceFixture : public ElementWiseUnaryValidationFixture { public: template void setup(const TensorShape &shape, DataType data_type, bool in_place) { ElementWiseUnaryValidationFixture::setup(shape, data_type, in_place, ElementWiseUnary::NEG); } }; template class LogValidationFixture : public ElementWiseUnaryValidationFixture { public: template void setup(const TensorShape &shape, DataType data_type) { ElementWiseUnaryValidationFixture::setup(shape, data_type, false, ElementWiseUnary::LOG); } }; template class AbsValidationFixture : public ElementWiseUnaryValidationFixture { public: template void setup(const TensorShape &shape, DataType data_type) { ElementWiseUnaryValidationFixture::setup(shape, data_type, false, ElementWiseUnary::ABS); } }; template class SinValidationFixture : public ElementWiseUnaryValidationFixture { public: template void setup(const TensorShape &shape, DataType data_type) { ElementWiseUnaryValidationFixture::setup(shape, data_type, false, ElementWiseUnary::SIN); } }; template class RoundValidationFixture : public ElementWiseUnaryValidationFixture { public: template void setup(const TensorShape &shape, DataType data_type) { ElementWiseUnaryValidationFixture::setup(shape, data_type, false, ElementWiseUnary::ROUND); } }; } // namespace validation } // namespace test } // namespace arm_compute #endif /* ARM_COMPUTE_TEST_ELEMENTWISE_UNARY_FIXTURE */