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author | Ioan-Cristian Szabo <ioan-cristian.szabo@arm.com> | 2017-10-12 09:25:19 +0100 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:35:24 +0000 |
commit | 432a7d4845598bf681d968e5ee4ed18fce8496c4 (patch) | |
tree | cdcbffa4ddd6af39b9cfd5c04cb8f84a764c9512 /tests/validation/fixtures/AccumulateFixture.h | |
parent | a1ed41fe2427dfa2b5d0139444ceb77ad16a5a73 (diff) | |
download | ComputeLibrary-432a7d4845598bf681d968e5ee4ed18fce8496c4.tar.gz |
Porting accumulate tests to the new framework.
(COMPMID-626) accumulate_validation
(COMPMID-573) accumulate_weighted_validation
(COMPMID-574) accumulate_squared_validation
Change-Id: I6a0db46e809e03d785515ca51e867bec9c29e376
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91758
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Reviewed-by: Pablo Tello <pablo.tello@arm.com>
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Diffstat (limited to 'tests/validation/fixtures/AccumulateFixture.h')
-rw-r--r-- | tests/validation/fixtures/AccumulateFixture.h | 193 |
1 files changed, 193 insertions, 0 deletions
diff --git a/tests/validation/fixtures/AccumulateFixture.h b/tests/validation/fixtures/AccumulateFixture.h new file mode 100644 index 0000000000..3d8ca2dafc --- /dev/null +++ b/tests/validation/fixtures/AccumulateFixture.h @@ -0,0 +1,193 @@ +/* + * 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_ACCUMULATE_FIXTURE +#define ARM_COMPUTE_TEST_ACCUMULATE_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/CPP/Accumulate.h" +#include "tests/validation/Helpers.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +template <typename TensorType, typename AccessorType, typename FunctionType, typename T1, typename T2> +class AccumulateBaseValidationFixture : public framework::Fixture +{ +public: + template <typename...> + void setup(TensorShape shape, DataType data_type, DataType output_data_type) + { + _target = compute_target(shape, data_type, output_data_type); + _reference = compute_reference(shape, data_type, output_data_type); + } + +protected: + template <typename U, typename D> + void fill(U &&tensor, int i, D max) + { + library->fill_tensor_uniform(tensor, i, static_cast<D>(0), max); + } + + TensorType compute_target(const TensorShape &shape, DataType data_type, DataType output_data_type) + { + // Create tensors + TensorType ref_src = create_tensor<TensorType>(shape, data_type); + TensorType dst = create_tensor<TensorType>(shape, output_data_type); + + // Create and configure function + FunctionType accum; + accum_conf(accum, ref_src, dst); + + ARM_COMPUTE_EXPECT(ref_src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Allocate tensors + ref_src.allocator()->allocate(); + dst.allocator()->allocate(); + + ARM_COMPUTE_EXPECT(!ref_src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + const T1 max = std::numeric_limits<T1>::max(); + + // Fill tensors + fill(AccessorType(ref_src), 0, max); + fill(AccessorType(dst), 1, static_cast<T2>(max)); + + // Compute function + accum.run(); + + return dst; + } + + SimpleTensor<T2> compute_reference(const TensorShape &shape, DataType data_type, DataType output_data_type) + { + // Create reference + SimpleTensor<T1> ref_src{ shape, data_type }; + + const T1 max = std::numeric_limits<T1>::max(); + + // Fill reference + fill(ref_src, 0, max); + + return accum_ref(ref_src, output_data_type); + } + + virtual void accum_conf(FunctionType &func, const TensorType &input, TensorType &accum) = 0; + + virtual SimpleTensor<T2> accum_ref(const SimpleTensor<T1> &input, DataType output_data_type) = 0; + + TensorType _target{}; + SimpleTensor<T2> _reference{}; +}; + +template <typename TensorType, typename AccessorType, typename FunctionType, typename T1, typename T2> +class AccumulateValidationFixture : public AccumulateBaseValidationFixture<TensorType, AccessorType, FunctionType, T1, T2> +{ +public: + template <typename...> + void setup(TensorShape shape, DataType data_type, DataType output_data_type) + { + AccumulateBaseValidationFixture<TensorType, AccessorType, FunctionType, T1, T2>::setup(shape, data_type, output_data_type); + } + + virtual void accum_conf(FunctionType &func, const TensorType &input, TensorType &accum) override + { + func.configure(&input, &accum); + } + + virtual SimpleTensor<T2> accum_ref(const SimpleTensor<T1> &input, DataType output_data_type) override + { + return reference::accumulate<T1, T2>(input, output_data_type); + } +}; + +template <typename TensorType, typename AccessorType, typename FunctionType, typename T1, typename T2> +class AccumulateWeightedValidationFixture : public AccumulateBaseValidationFixture<TensorType, AccessorType, FunctionType, T1, T2> +{ +public: + template <typename...> + void setup(TensorShape shape, DataType data_type, DataType output_data_type) + { + std::mt19937 gen(library->seed()); + std::uniform_real_distribution<> float_dist(0, 1); + + _alpha = float_dist(gen); + + AccumulateBaseValidationFixture<TensorType, AccessorType, FunctionType, T1, T2>::setup(shape, data_type, output_data_type); + } + + virtual void accum_conf(FunctionType &func, const TensorType &input, TensorType &accum) override + { + func.configure(&input, _alpha, &accum); + } + + virtual SimpleTensor<T2> accum_ref(const SimpleTensor<T1> &input, DataType output_data_type) override + { + return reference::accumulate_weighted<T1, T2>(input, _alpha, output_data_type); + } + + float _alpha{ 0.f }; +}; + +template <typename TensorType, typename AccessorType, typename FunctionType, typename T1, typename T2> +class AccumulateSquaredValidationFixture : public AccumulateBaseValidationFixture<TensorType, AccessorType, FunctionType, T1, T2> +{ +public: + template <typename...> + void setup(TensorShape shape, DataType data_type, DataType output_data_type) + { + std::mt19937 gen(library->seed()); + std::uniform_int_distribution<uint32_t> int_dist(0, 15); + + _shift = int_dist(gen); + + AccumulateBaseValidationFixture<TensorType, AccessorType, FunctionType, T1, T2>::setup(shape, data_type, output_data_type); + } + + virtual void accum_conf(FunctionType &func, const TensorType &input, TensorType &accum) override + { + func.configure(&input, _shift, &accum); + } + + virtual SimpleTensor<T2> accum_ref(const SimpleTensor<T1> &input, DataType output_data_type) override + { + return reference::accumulate_squared<T1, T2>(input, _shift, output_data_type); + } + + uint32_t _shift{ 0U }; +}; +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_ACCUMULATE_FIXTURE */ |