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Diffstat (limited to 'tests/validation_new/fixtures/PoolingLayerFixture.h')
-rw-r--r-- | tests/validation_new/fixtures/PoolingLayerFixture.h | 134 |
1 files changed, 134 insertions, 0 deletions
diff --git a/tests/validation_new/fixtures/PoolingLayerFixture.h b/tests/validation_new/fixtures/PoolingLayerFixture.h new file mode 100644 index 0000000000..c0c818f3a0 --- /dev/null +++ b/tests/validation_new/fixtures/PoolingLayerFixture.h @@ -0,0 +1,134 @@ +/* + * 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_POOLING_LAYER_FIXTURE +#define ARM_COMPUTE_TEST_POOLING_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/PoolingLayer.h" + +#include <random> + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class PoolingLayerValidationFixedPointFixture : public framework::Fixture +{ +public: + template <typename...> + void setup(TensorShape shape, PoolingType pool_type, int pool_size, PadStrideInfo pad_stride_info, DataType data_type, int fractional_bits) + { + _fractional_bits = fractional_bits; + PoolingLayerInfo info(pool_type, pool_size, pad_stride_info); + + _target = compute_target(shape, info, data_type, fractional_bits); + _reference = compute_reference(shape, info, data_type, fractional_bits); + } + +protected: + template <typename U> + void fill(U &&tensor) + { + if(_fractional_bits == 0) + { + std::uniform_real_distribution<> distribution(-1.f, 1.f); + library->fill(tensor, distribution, 0); + } + else + { + const int one_fixed = 1 << _fractional_bits; + std::uniform_int_distribution<> distribution(-one_fixed, one_fixed); + library->fill(tensor, distribution, 0); + } + } + + TensorType compute_target(const TensorShape &shape, PoolingLayerInfo info, DataType data_type, int fixed_point_position = 0) + { + // Create tensors + TensorType src = create_tensor<TensorType>(shape, data_type, 1, fixed_point_position); + TensorType dst; + + // Create and configure function + FunctionType pool_layer; + pool_layer.configure(&src, &dst, info); + + 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 + pool_layer.run(); + + return dst; + } + + SimpleTensor<T> compute_reference(const TensorShape &shape, PoolingLayerInfo info, DataType data_type, int fixed_point_position = 0) + { + // Create reference + SimpleTensor<T> src{ shape, data_type, 1, fixed_point_position }; + + // Fill reference + fill(src); + + return reference::pooling_layer<T>(src, info); + } + + TensorType _target{}; + SimpleTensor<T> _reference{}; + int _fractional_bits{}; +}; + +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class PoolingLayerValidationFixture : public PoolingLayerValidationFixedPointFixture<TensorType, AccessorType, FunctionType, T> +{ +public: + template <typename...> + void setup(TensorShape shape, PoolingType pool_type, int pool_size, PadStrideInfo pad_stride_info, DataType data_type) + { + PoolingLayerValidationFixedPointFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, pool_type, pool_size, pad_stride_info, data_type, 0); + } +}; +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_POOLING_LAYER_FIXTURE */ |