| /* |
| * Copyright (c) 2018-2019 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_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 <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
| class ElementWiseUnaryValidationFixture : public framework::Fixture |
| { |
| public: |
| template <typename...> |
| void setup(TensorShape input_shape, DataType input_data_type, ElementWiseUnary op) |
| { |
| _op = op; |
| _target = compute_target(input_shape, input_data_type); |
| _reference = compute_reference(input_shape, input_data_type); |
| } |
| |
| protected: |
| template <typename U> |
| 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<int32_t> 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) |
| { |
| // Create tensors |
| TensorType src = create_tensor<TensorType>(shape, data_type); |
| TensorType dst = create_tensor<TensorType>(shape, data_type); |
| |
| // Create and configure function |
| FunctionType elwiseunary_layer; |
| |
| elwiseunary_layer.configure(&src, &dst); |
| |
| ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| |
| // Allocate tensors |
| src.allocator()->allocate(); |
| dst.allocator()->allocate(); |
| ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| |
| // Fill tensors |
| fill(AccessorType(src), 0, data_type); |
| |
| // Compute function |
| elwiseunary_layer.run(); |
| |
| return dst; |
| } |
| |
| SimpleTensor<T> compute_reference(const TensorShape &shape, DataType data_type) |
| { |
| // Create reference |
| SimpleTensor<T> src{ shape, data_type }; |
| |
| // Fill reference |
| fill(src, 0, data_type); |
| |
| return reference::elementwise_unary<T>(src, _op); |
| } |
| |
| TensorType _target{}; |
| SimpleTensor<T> _reference{}; |
| ElementWiseUnary _op{}; |
| }; |
| |
| template <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
| class RsqrtValidationFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T> |
| { |
| public: |
| template <typename...> |
| void setup(const TensorShape &shape, DataType data_type) |
| { |
| ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, ElementWiseUnary::RSQRT); |
| } |
| }; |
| |
| template <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
| class ExpValidationFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T> |
| { |
| public: |
| template <typename...> |
| void setup(const TensorShape &shape, DataType data_type) |
| { |
| ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, ElementWiseUnary::EXP); |
| } |
| }; |
| |
| template <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
| class NegValidationFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T> |
| { |
| public: |
| template <typename...> |
| void setup(const TensorShape &shape, DataType data_type) |
| { |
| ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, ElementWiseUnary::NEG); |
| } |
| }; |
| |
| template <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
| class LogValidationFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T> |
| { |
| public: |
| template <typename...> |
| void setup(const TensorShape &shape, DataType data_type) |
| { |
| ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, ElementWiseUnary::LOG); |
| } |
| }; |
| |
| template <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
| class AbsValidationFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T> |
| { |
| public: |
| template <typename...> |
| void setup(const TensorShape &shape, DataType data_type) |
| { |
| ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, ElementWiseUnary::ABS); |
| } |
| }; |
| |
| template <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
| class SinValidationFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T> |
| { |
| public: |
| template <typename...> |
| void setup(const TensorShape &shape, DataType data_type) |
| { |
| ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, ElementWiseUnary::SIN); |
| } |
| }; |
| |
| template <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
| class RoundValidationFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T> |
| { |
| public: |
| template <typename...> |
| void setup(const TensorShape &shape, DataType data_type) |
| { |
| ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, ElementWiseUnary::ROUND); |
| } |
| }; |
| } // namespace validation |
| } // namespace test |
| } // namespace arm_compute |
| #endif /* ARM_COMPUTE_TEST_ELEMENTWISE_UNARY_FIXTURE */ |