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Diffstat (limited to 'tests/validation_new/fixtures/DequantizationLayerFixture.h')
-rw-r--r-- | tests/validation_new/fixtures/DequantizationLayerFixture.h | 147 |
1 files changed, 0 insertions, 147 deletions
diff --git a/tests/validation_new/fixtures/DequantizationLayerFixture.h b/tests/validation_new/fixtures/DequantizationLayerFixture.h deleted file mode 100644 index 35c536d6a0..0000000000 --- a/tests/validation_new/fixtures/DequantizationLayerFixture.h +++ /dev/null @@ -1,147 +0,0 @@ -/* - * 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_DEQUANTIZATION_LAYER_FIXTURE -#define ARM_COMPUTE_TEST_DEQUANTIZATION_LAYER_FIXTURE - -#include "arm_compute/core/TensorShape.h" -#include "arm_compute/core/Types.h" -#include "arm_compute/runtime/Tensor.h" -#include "framework/Asserts.h" -#include "framework/Fixture.h" -#include "tests/AssetsLibrary.h" -#include "tests/Globals.h" -#include "tests/IAccessor.h" -#include "tests/validation_new/CPP/DequantizationLayer.h" - -#include <random> - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -template <typename TensorType, typename AccessorType, typename FunctionType, typename T> -class DequantizationValidationFixedPointFixture : public framework::Fixture -{ -public: - template <typename...> - void setup(TensorShape shape, DataType data_type) - { - // Initialize random min and max values - rand_min_max(&_min, &_max); - - _target = compute_target(shape, data_type, _min, _max); - _reference = compute_reference(shape, data_type, _min, _max); - } - -protected: - template <typename U> - void fill(U &&tensor) - { - library->fill_tensor_uniform(tensor, 0); - } - - TensorType compute_target(const TensorShape &shape, DataType data_type, float min, float max) - { - // Create tensors - TensorType src = create_tensor<TensorType>(shape, data_type); - TensorType dst = create_tensor<TensorType>(shape, DataType::F32); - - // Create and configure function - FunctionType dequantization_layer; - dequantization_layer.configure(&src, &dst, &min, &max); - - 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)); - - // Compute function - dequantization_layer.run(); - - return dst; - } - - SimpleTensor<float> compute_reference(const TensorShape &shape, DataType data_type, float min, float max) - { - // Create reference - SimpleTensor<T> src{ shape, data_type }; - - // Fill reference - fill(src); - - return reference::dequantization_layer<T>(src, min, max); - } - - /** Generate random constant values to be used as min and max for dequantization. - */ - void rand_min_max(float *min, float *max) - { - std::mt19937 gen(library->seed()); - std::uniform_real_distribution<float> distribution(-10000.0, 10000.0); - - const float n1 = distribution(gen); - const float n2 = distribution(gen); - - if(n1 < n2) - { - *min = n1; - *max = n2; - } - else - { - *min = n2; - *max = n1; - } - } - - TensorType _target{}; - SimpleTensor<float> _reference{}; - float _min = 0.f; - float _max = 0.f; -}; - -template <typename TensorType, typename AccessorType, typename FunctionType, typename T> -class DequantizationValidationFixture : public DequantizationValidationFixedPointFixture<TensorType, AccessorType, FunctionType, T> -{ -public: - template <typename...> - void setup(TensorShape shape, DataType data_type) - { - DequantizationValidationFixedPointFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type); - } -}; -} // namespace validation -} // namespace test -} // namespace arm_compute -#endif /* ARM_COMPUTE_TEST_DEQUANTIZATION_LAYER_FIXTURE */ |